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_RPPA_cNMF CLUS_RPPA_cHierarchical CLUS_mRNAseq_cNMF CLUS_mRNAseq_cHierarchical CLUS_miRseq_cNMF CLUS_miRseq_cHierarchical CLUS_miRseq_Mature_cNMF CLUS_miRseq_Mature_cHierarchical SMG_mutsig2.0_A2ML1 SMG_mutsig2.0_ABCC1 SMG_mutsig2.0_ACSL3 SMG_mutsig2.0_ADAM28_cosmic SMG_mutsig2.0_ADCY8_cosmic SMG_mutsig2.0_AGAP3 SMG_mutsig2.0_ALDH1A3 SMG_mutsig2.0_AMHR2 SMG_mutsig2.0_ANGPTL6 SMG_mutsig2.0_ANKRD23 SMG_mutsig2.0_ARAP3 SMG_mutsig2.0_ARHGAP20_cosmic SMG_mutsig2.0_ARHGAP33_cosmic SMG_mutsig2.0_ARPC2 SMG_mutsig2.0_ASRGL1 SMG_mutsig2.0_ATM_cosmic SMG_mutsig2.0_ATN1 SMG_mutsig2.0_ATP2A1 SMG_mutsig2.0_ATP2A3 SMG_mutsig2.0_ATP7B_cosmic SMG_mutsig2.0_BAP1 SMG_mutsig2.0_BCL2L13_cosmic SMG_mutsig2.0_BIN2 SMG_mutsig2.0_BMF SMG_mutsig2.0_BMP8A SMG_mutsig2.0_BOC_cosmic SMG_mutsig2.0_BRAP SMG_mutsig2.0_C16orf78_cosmic SMG_mutsig2.0_C1S SMG_mutsig2.0_C1orf65_cosmic SMG_mutsig2.0_C2CD2L 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_CCDC11 SMG_mutsig2.0_CCDC136 SMG_mutsig2.0_CCDC91 SMG_mutsig2.0_CCDC97 SMG_mutsig2.0_CCNL1_cosmic SMG_mutsig2.0_CD209 SMG_mutsig2.0_CD300E SMG_mutsig2.0_CD4 SMG_mutsig2.0_CDC42EP3 SMG_mutsig2.0_CDHR1 SMG_mutsig2.0_CECR1 SMG_mutsig2.0_CES1 SMG_mutsig2.0_CHSY1 SMG_mutsig2.0_CIB3 SMG_mutsig2.0_CPB2 SMG_mutsig2.0_CPOX SMG_mutsig2.0_CREBBP_cosmic SMG_mutsig2.0_CRYBB1 SMG_mutsig2.0_CSF1R_cosmic SMG_mutsig2.0_CSK_cosmic SMG_mutsig2.0_CXorf23_cosmic SMG_mutsig2.0_DAB1 SMG_mutsig2.0_DCAF11 SMG_mutsig2.0_DDX54_cosmic SMG_mutsig2.0_DHRSX SMG_mutsig2.0_DIO2 SMG_mutsig2.0_DNMT1 SMG_mutsig2.0_DNMT3A SMG_mutsig2.0_DNPEP SMG_mutsig2.0_DPEP2 SMG_mutsig2.0_DPP3 SMG_mutsig2.0_DPYSL4_cosmic SMG_mutsig2.0_ECHDC2_cosmic SMG_mutsig2.0_EDIL3 SMG_mutsig2.0_EFNB3 SMG_mutsig2.0_EGFR SMG_mutsig2.0_EGR1 SMG_mutsig2.0_EHMT1_cosmic SMG_mutsig2.0_ELOVL5 SMG_mutsig2.0_EMP2 SMG_mutsig2.0_ENO1_cosmic SMG_mutsig2.0_ERN2 SMG_mutsig2.0_EXTL2 SMG_mutsig2.0_F2RL1_cosmic SMG_mutsig2.0_FAM122C SMG_mutsig2.0_FAM200A SMG_mutsig2.0_FAM98C SMG_mutsig2.0_FAP SMG_mutsig2.0_FBXO24 SMG_mutsig2.0_FBXO7 SMG_mutsig2.0_FBXW5 SMG_mutsig2.0_FEM1C_cosmic SMG_mutsig2.0_FRMPD1_cosmic SMG_mutsig2.0_FZR1_cosmic SMG_mutsig2.0_GALNT7_cosmic SMG_mutsig2.0_GCDH SMG_mutsig2.0_GCNT2 SMG_mutsig2.0_GGA1_cosmic SMG_mutsig2.0_GLOD4 SMG_mutsig2.0_GMEB1 SMG_mutsig2.0_GPI SMG_mutsig2.0_GPR61_cosmic SMG_mutsig2.0_GRM5_cosmic SMG_mutsig2.0_GSK3A_cosmic SMG_mutsig2.0_GSTCD SMG_mutsig2.0_GUF1 SMG_mutsig2.0_GUSB SMG_mutsig2.0_GYPA_cosmic SMG_mutsig2.0_HGC6.3 SMG_mutsig2.0_HOXA3 SMG_mutsig2.0_HPS3 SMG_mutsig2.0_HSPA2_cosmic SMG_mutsig2.0_HSPA4_cosmic SMG_mutsig2.0_ICT1 SMG_mutsig2.0_IFNB1_cosmic SMG_mutsig2.0_IGSF5 SMG_mutsig2.0_IMPA2_cosmic SMG_mutsig2.0_INPP5E_cosmic SMG_mutsig2.0_IP6K2 SMG_mutsig2.0_ITPR2_cosmic SMG_mutsig2.0_KCNK1_cosmic SMG_mutsig2.0_KCTD21 SMG_mutsig2.0_KDM5C SMG_mutsig2.0_KDM6A_cosmic SMG_mutsig2.0_KIAA0408 SMG_mutsig2.0_KIAA1919 SMG_mutsig2.0_KIF15 SMG_mutsig2.0_KIF16B_cosmic SMG_mutsig2.0_KLK10_cosmic SMG_mutsig2.0_KLK2_cosmic SMG_mutsig2.0_KRTAP26-1 SMG_mutsig2.0_LDLRAP1 SMG_mutsig2.0_LETM1 SMG_mutsig2.0_LETMD1 SMG_mutsig2.0_LIG3_cosmic SMG_mutsig2.0_LMO7 SMG_mutsig2.0_MARK4 SMG_mutsig2.0_MAX SMG_mutsig2.0_MKX SMG_mutsig2.0_MRPL10 SMG_mutsig2.0_MST1_cosmic SMG_mutsig2.0_MTFR1 SMG_mutsig2.0_MTMR8_cosmic SMG_mutsig2.0_MTOR SMG_mutsig2.0_MUC4 SMG_mutsig2.0_MYF6_cosmic SMG_mutsig2.0_MYLPF SMG_mutsig2.0_MYO3A_cosmic SMG_mutsig2.0_NACA SMG_mutsig2.0_NALCN_cosmic SMG_mutsig2.0_NAPSA SMG_mutsig2.0_NAT8 SMG_mutsig2.0_NDUFA3_cosmic SMG_mutsig2.0_NEFH SMG_mutsig2.0_NEK8_cosmic SMG_mutsig2.0_NETO2 SMG_mutsig2.0_NF1_cosmic SMG_mutsig2.0_NF2_cosmic SMG_mutsig2.0_NFE2L2 SMG_mutsig2.0_NHP2L1 SMG_mutsig2.0_NLRP1_cosmic SMG_mutsig2.0_NPL SMG_mutsig2.0_NPNT SMG_mutsig2.0_NSFL1C SMG_mutsig2.0_NUDT5 SMG_mutsig2.0_NWD1 SMG_mutsig2.0_ONECUT2_cosmic SMG_mutsig2.0_OR10G3_cosmic SMG_mutsig2.0_OR2A25 SMG_mutsig2.0_OR4A47 SMG_mutsig2.0_OR4C45 SMG_mutsig2.0_OR4D1 SMG_mutsig2.0_OR4D11 SMG_mutsig2.0_OR4F15 SMG_mutsig2.0_OR4K5 SMG_mutsig2.0_OR4M1 SMG_mutsig2.0_OR4N2 SMG_mutsig2.0_OR4Q3 SMG_mutsig2.0_OR9Q1 SMG_mutsig2.0_OSBPL3 SMG_mutsig2.0_PAX2 SMG_mutsig2.0_PBRM1 SMG_mutsig2.0_PCGF1 SMG_mutsig2.0_PCGF2 SMG_mutsig2.0_PDE4C SMG_mutsig2.0_PDE9A SMG_mutsig2.0_PDLIM4_cosmic SMG_mutsig2.0_PHC2 SMG_mutsig2.0_PHYH SMG_mutsig2.0_PIK3CA SMG_mutsig2.0_PITPNM3_cosmic SMG_mutsig2.0_PKD2 SMG_mutsig2.0_PLOD1_cosmic SMG_mutsig2.0_PLOD3 SMG_mutsig2.0_POLR2F SMG_mutsig2.0_PPM1E_cosmic SMG_mutsig2.0_PRB1 SMG_mutsig2.0_PRDM4 SMG_mutsig2.0_PRDX5_cosmic SMG_mutsig2.0_PREP SMG_mutsig2.0_PRKAA2 SMG_mutsig2.0_PRKAG2_cosmic SMG_mutsig2.0_PRKCD_cosmic SMG_mutsig2.0_PRODH_cosmic SMG_mutsig2.0_PROX1 SMG_mutsig2.0_PRSS16_cosmic SMG_mutsig2.0_PSD3 SMG_mutsig2.0_PTCH1_cosmic SMG_mutsig2.0_PTEN SMG_mutsig2.0_PTGER3 SMG_mutsig2.0_PXMP2 SMG_mutsig2.0_RADIL_cosmic SMG_mutsig2.0_RALB_cosmic SMG_mutsig2.0_RALGAPA1 SMG_mutsig2.0_RANBP2 SMG_mutsig2.0_RASAL1 SMG_mutsig2.0_RBM10_cosmic SMG_mutsig2.0_RBM23 SMG_mutsig2.0_RBPJL SMG_mutsig2.0_RHEB SMG_mutsig2.0_RIN1_cosmic SMG_mutsig2.0_RNF113B_cosmic SMG_mutsig2.0_RNF144A_cosmic SMG_mutsig2.0_RNF168 SMG_mutsig2.0_RPS6KA1 SMG_mutsig2.0_RRAS2 SMG_mutsig2.0_SCYL1_cosmic SMG_mutsig2.0_SDHAF2 SMG_mutsig2.0_SEMA4F SMG_mutsig2.0_SETD2 SMG_mutsig2.0_SGPP2_cosmic SMG_mutsig2.0_SHANK1 SMG_mutsig2.0_SLC14A1_cosmic SMG_mutsig2.0_SLC18A2 SMG_mutsig2.0_SLC1A7_cosmic SMG_mutsig2.0_SLC26A4 SMG_mutsig2.0_SLC30A3 SMG_mutsig2.0_SLC30A9 SMG_mutsig2.0_SLC35F1 SMG_mutsig2.0_SLC43A1 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_SPRED1 SMG_mutsig2.0_SPRY4 SMG_mutsig2.0_STXBP3_cosmic SMG_mutsig2.0_SYNE1_cosmic SMG_mutsig2.0_TAGLN3 SMG_mutsig2.0_TARBP2 SMG_mutsig2.0_TAS2R3 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_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_TTF2 SMG_mutsig2.0_TXNIP SMG_mutsig2.0_UBA5 SMG_mutsig2.0_UBXN7 SMG_mutsig2.0_UHRF2 SMG_mutsig2.0_ULK3 SMG_mutsig2.0_VCL_cosmic SMG_mutsig2.0_VHL SMG_mutsig2.0_VPS33A SMG_mutsig2.0_WASL SMG_mutsig2.0_WFDC3 SMG_mutsig2.0_XKR6 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_ZNF569_cosmic SMG_mutsig2.0_ZNF625 SMG_mutsig2.0_ZNHIT1_cosmic SMG_mutsig.CV_ADAM28_cosmic SMG_mutsig.CV_ADCY8_cosmic SMG_mutsig.CV_ANGPTL6 SMG_mutsig.CV_ANKRD42 SMG_mutsig.CV_ARAP3 SMG_mutsig.CV_ARHGAP20_cosmic SMG_mutsig.CV_ARHGAP33_cosmic SMG_mutsig.CV_ARPC2 SMG_mutsig.CV_ATM_cosmic SMG_mutsig.CV_ATP7B_cosmic SMG_mutsig.CV_BAP1 SMG_mutsig.CV_BCL2L13_cosmic SMG_mutsig.CV_BMF SMG_mutsig.CV_BOC_cosmic SMG_mutsig.CV_C16orf78_cosmic SMG_mutsig.CV_C1S 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_CECR1 SMG_mutsig.CV_CES1 SMG_mutsig.CV_CHSY1 SMG_mutsig.CV_CIB3 SMG_mutsig.CV_CREBBP_cosmic 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_DDX54_cosmic 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_EHMT1_cosmic SMG_mutsig.CV_ELOVL5 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_FEM1C_cosmic SMG_mutsig.CV_FRMPD1_cosmic SMG_mutsig.CV_FSTL4 SMG_mutsig.CV_FZR1_cosmic SMG_mutsig.CV_GALNT7_cosmic SMG_mutsig.CV_GCNT2 SMG_mutsig.CV_GGA1_cosmic SMG_mutsig.CV_GPR61_cosmic SMG_mutsig.CV_GRM5_cosmic SMG_mutsig.CV_GSK3A_cosmic SMG_mutsig.CV_GSTCD SMG_mutsig.CV_GYPA_cosmic SMG_mutsig.CV_HMCN1 SMG_mutsig.CV_HPS3 SMG_mutsig.CV_HSPA2_cosmic SMG_mutsig.CV_HSPA4_cosmic SMG_mutsig.CV_IFNB1_cosmic SMG_mutsig.CV_IGDCC4 SMG_mutsig.CV_IMPA2_cosmic SMG_mutsig.CV_INPP5E_cosmic SMG_mutsig.CV_ITGAD SMG_mutsig.CV_ITPR2_cosmic SMG_mutsig.CV_KCNK1_cosmic SMG_mutsig.CV_KDM5C SMG_mutsig.CV_KDM6A_cosmic SMG_mutsig.CV_KIF16B_cosmic SMG_mutsig.CV_KLK10_cosmic SMG_mutsig.CV_KLK2_cosmic SMG_mutsig.CV_LETMD1 SMG_mutsig.CV_LIG3_cosmic SMG_mutsig.CV_MARK4 SMG_mutsig.CV_MRPL10 SMG_mutsig.CV_MST1_cosmic SMG_mutsig.CV_MTMR8_cosmic SMG_mutsig.CV_MYF6_cosmic SMG_mutsig.CV_MYO3A_cosmic SMG_mutsig.CV_NALCN_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_NETO2 SMG_mutsig.CV_NF1_cosmic SMG_mutsig.CV_NF2_cosmic SMG_mutsig.CV_NLRP1_cosmic SMG_mutsig.CV_NSFL1C SMG_mutsig.CV_ONECUT2_cosmic SMG_mutsig.CV_OR10G3_cosmic SMG_mutsig.CV_OR4D1 SMG_mutsig.CV_PBRM1 SMG_mutsig.CV_PCGF1 SMG_mutsig.CV_PCGF2 SMG_mutsig.CV_PDE9A SMG_mutsig.CV_PDLIM4_cosmic SMG_mutsig.CV_PHYH SMG_mutsig.CV_PIK3CA_cosmic SMG_mutsig.CV_PITPNM3_cosmic SMG_mutsig.CV_PLOD1_cosmic SMG_mutsig.CV_PPM1E_cosmic SMG_mutsig.CV_PPP1R7 SMG_mutsig.CV_PRB1 SMG_mutsig.CV_PRDX5_cosmic SMG_mutsig.CV_PREP SMG_mutsig.CV_PRKAG2_cosmic SMG_mutsig.CV_PRKCD_cosmic SMG_mutsig.CV_PRODH_cosmic SMG_mutsig.CV_PRSS16_cosmic SMG_mutsig.CV_PTCH1_cosmic SMG_mutsig.CV_PTEN SMG_mutsig.CV_PXMP2 SMG_mutsig.CV_RADIL_cosmic SMG_mutsig.CV_RALB_cosmic SMG_mutsig.CV_RBM10_cosmic SMG_mutsig.CV_RBM23 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_TMEM47_cosmic SMG_mutsig.CV_TP53 SMG_mutsig.CV_TRIM58_cosmic SMG_mutsig.CV_TSKS SMG_mutsig.CV_TSPAN19 SMG_mutsig.CV_TTBK2_cosmic SMG_mutsig.CV_VCL_cosmic SMG_mutsig.CV_VHL SMG_mutsig.CV_ZBTB7C SMG_mutsig.CV_ZDHHC5 SMG_mutsig.CV_ZFYVE26_cosmic SMG_mutsig.CV_ZMAT2 SMG_mutsig.CV_ZNF521_cosmic SMG_mutsig.CV_ZNF532_cosmic SMG_mutsig.CV_ZNF569_cosmic SMG_mutsig.CV_ZNF625 SMG_mutsig.CV_ZNHIT1_cosmic SMG_mutsig.2CV_ADAM28_cosmic SMG_mutsig.2CV_ADCY8_cosmic SMG_mutsig.2CV_ARAP3_cosmic SMG_mutsig.2CV_ARHGAP20_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_BCL2L13_cosmic SMG_mutsig.2CV_BOC_cosmic 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_CREBBP_cosmic SMG_mutsig.2CV_CSF1R_cosmic SMG_mutsig.2CV_CSK_cosmic SMG_mutsig.2CV_CXorf23_cosmic SMG_mutsig.2CV_DDX54_cosmic 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_EHMT1_cosmic SMG_mutsig.2CV_ENO1_cosmic SMG_mutsig.2CV_F2RL1_cosmic SMG_mutsig.2CV_FAM200A SMG_mutsig.2CV_FEM1C_cosmic SMG_mutsig.2CV_FGFR3 SMG_mutsig.2CV_FRMPD1_cosmic SMG_mutsig.2CV_FZR1_cosmic SMG_mutsig.2CV_GALNT7_cosmic SMG_mutsig.2CV_GGA1_cosmic SMG_mutsig.2CV_GPR172B SMG_mutsig.2CV_GPR50 SMG_mutsig.2CV_GPR61_cosmic SMG_mutsig.2CV_GRM5_cosmic SMG_mutsig.2CV_GSK3A_cosmic SMG_mutsig.2CV_GUSB SMG_mutsig.2CV_GYPA_cosmic SMG_mutsig.2CV_HSPA2_cosmic SMG_mutsig.2CV_HSPA4_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_cosmic SMG_mutsig.2CV_KIAA1751 SMG_mutsig.2CV_KIF16B_cosmic SMG_mutsig.2CV_KLK10_cosmic SMG_mutsig.2CV_KLK2_cosmic SMG_mutsig.2CV_LIG3_cosmic SMG_mutsig.2CV_MST1_cosmic SMG_mutsig.2CV_MTMR8_cosmic SMG_mutsig.2CV_MTOR SMG_mutsig.2CV_MYF6_cosmic SMG_mutsig.2CV_MYO3A_cosmic SMG_mutsig.2CV_NALCN_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_NFAT5 SMG_mutsig.2CV_NLRP1_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_PIK3CA SMG_mutsig.2CV_PITPNM3_cosmic SMG_mutsig.2CV_PLOD1_cosmic SMG_mutsig.2CV_PPM1E_cosmic SMG_mutsig.2CV_PRDX5_cosmic SMG_mutsig.2CV_PRKAG2_cosmic SMG_mutsig.2CV_PRKCD_cosmic SMG_mutsig.2CV_PRODH_cosmic SMG_mutsig.2CV_PRSS16_cosmic SMG_mutsig.2CV_PTCH1 SMG_mutsig.2CV_PTEN SMG_mutsig.2CV_RADIL_cosmic SMG_mutsig.2CV_RALB_cosmic SMG_mutsig.2CV_RBM10_cosmic SMG_mutsig.2CV_RBMX SMG_mutsig.2CV_RIN1_cosmic SMG_mutsig.2CV_RNF113B_cosmic SMG_mutsig.2CV_RNF144A_cosmic SMG_mutsig.2CV_SCYL1_cosmic SMG_mutsig.2CV_SETD2 SMG_mutsig.2CV_SGPP2_cosmic SMG_mutsig.2CV_SLC14A1_cosmic SMG_mutsig.2CV_SLC1A7_cosmic SMG_mutsig.2CV_SMARCA4_cosmic SMG_mutsig.2CV_SMARCB1_cosmic SMG_mutsig.2CV_SPATA13_cosmic SMG_mutsig.2CV_STXBP3_cosmic SMG_mutsig.2CV_SYNE1_cosmic SMG_mutsig.2CV_TMEM47_cosmic SMG_mutsig.2CV_TP53 SMG_mutsig.2CV_TRIM58_cosmic SMG_mutsig.2CV_TRIM6 SMG_mutsig.2CV_TTBK2_cosmic SMG_mutsig.2CV_VCL_cosmic SMG_mutsig.2CV_VHL SMG_mutsig.2CV_ZFYVE26_cosmic SMG_mutsig.2CV_ZNF521_cosmic SMG_mutsig.2CV_ZNF532_cosmic SMG_mutsig.2CV_ZNF569_cosmic SMG_mutsig.2CV_ZNHIT1_cosmic rate_non rate_sil SMG_A2ML1_mRNA SMG_ABCC1_mRNA SMG_ACSL3_mRNA SMG_ADAM28_mRNA SMG_ADCY8_mRNA SMG_AGAP3_mRNA SMG_ALDH1A3_mRNA SMG_AMHR2_mRNA SMG_ANGPTL6_mRNA SMG_ANKRD23_mRNA SMG_ANKRD42_mRNA SMG_ARAP3_mRNA SMG_ARHGAP20_mRNA SMG_ARHGAP33_mRNA SMG_ARID1A_mRNA SMG_ARPC2_mRNA SMG_ASRGL1_mRNA SMG_ATM_mRNA SMG_ATN1_mRNA SMG_ATP2A1_mRNA SMG_ATP2A3_mRNA SMG_ATP7B_mRNA SMG_BAP1_mRNA SMG_BCL2L13_mRNA SMG_BIN2_mRNA SMG_BMF_mRNA SMG_BMP8A_mRNA SMG_BOC_mRNA SMG_BRAP_mRNA SMG_C1S_mRNA SMG_C2CD2L_mRNA SMG_C4orf47_mRNA SMG_C6orf25_mRNA SMG_C9orf171_mRNA SMG_CAMTA2_mRNA SMG_CARKD_mRNA SMG_CCDC11_mRNA SMG_CCDC120_mRNA SMG_CCDC136_mRNA SMG_CCDC91_mRNA SMG_CCDC97_mRNA SMG_CCNL1_mRNA SMG_CD209_mRNA SMG_CD300E_mRNA SMG_CD4_mRNA SMG_CDC42EP3_mRNA SMG_CDHR1_mRNA SMG_CECR1_mRNA SMG_CES1_mRNA SMG_CHSY1_mRNA SMG_CPB2_mRNA SMG_CPOX_mRNA SMG_CREBBP_mRNA SMG_CRYBB1_mRNA SMG_CSF1R_mRNA SMG_CSK_mRNA SMG_CXorf23_mRNA SMG_DAB1_mRNA SMG_DCAF11_mRNA SMG_DDX54_mRNA SMG_DHRSX_mRNA SMG_DHX35_mRNA SMG_DIO2_mRNA SMG_DNAH3_mRNA SMG_DNMT1_mRNA SMG_DNMT3A_mRNA SMG_DNPEP_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_EHMT1_mRNA SMG_ELOVL5_mRNA SMG_EMP2_mRNA SMG_ENO1_mRNA SMG_ERN2_mRNA SMG_EXTL2_mRNA SMG_F2RL1_mRNA SMG_FAM122C_mRNA SMG_FAM200A_mRNA SMG_FAM98C_mRNA SMG_FAP_mRNA SMG_FBXO24_mRNA SMG_FBXO7_mRNA SMG_FBXW5_mRNA SMG_FEM1C_mRNA SMG_FGFR3_mRNA SMG_FRMPD1_mRNA SMG_FSTL4_mRNA SMG_FZR1_mRNA SMG_GALNT7_mRNA SMG_GCDH_mRNA SMG_GCNT2_mRNA SMG_GGA1_mRNA SMG_GLOD4_mRNA SMG_GMEB1_mRNA SMG_GPI_mRNA SMG_GPR172B_mRNA SMG_GPR61_mRNA SMG_GRM5_mRNA SMG_GSK3A_mRNA SMG_GSTCD_mRNA SMG_GUF1_mRNA SMG_GUSB_mRNA SMG_GYPA_mRNA SMG_HGC6.3_mRNA SMG_HMCN1_mRNA SMG_HOXA3_mRNA SMG_HPS3_mRNA SMG_HSPA2_mRNA SMG_HSPA4_mRNA SMG_ICT1_mRNA SMG_IFNB1_mRNA SMG_IGDCC4_mRNA SMG_IGSF5_mRNA SMG_IMPA2_mRNA SMG_INPP5E_mRNA SMG_IP6K2_mRNA SMG_ITGAD_mRNA SMG_ITPR2_mRNA SMG_KCNK1_mRNA SMG_KCTD21_mRNA SMG_KDM5C_mRNA SMG_KDM6A_mRNA SMG_KIAA1751_mRNA SMG_KIAA1919_mRNA SMG_KIF15_mRNA SMG_KIF16B_mRNA SMG_KLK10_mRNA SMG_KLK2_mRNA SMG_LDLRAP1_mRNA SMG_LETM1_mRNA SMG_LETMD1_mRNA SMG_LIG3_mRNA SMG_LMO7_mRNA SMG_MARK4_mRNA SMG_MAX_mRNA SMG_MKX_mRNA SMG_MRPL10_mRNA SMG_MST1_mRNA SMG_MTFR1_mRNA SMG_MTMR8_mRNA SMG_MTOR_mRNA SMG_MUC4_mRNA SMG_MYLPF_mRNA SMG_MYO3A_mRNA SMG_NACA_mRNA SMG_NALCN_mRNA SMG_NAPSA_mRNA SMG_NAT8_mRNA SMG_NDUFA3_mRNA SMG_NEFH_mRNA SMG_NEK8_mRNA SMG_NETO2_mRNA SMG_NF1_mRNA SMG_NF2_mRNA SMG_NFAT5_mRNA SMG_NFE2L2_mRNA SMG_NHP2L1_mRNA SMG_NLRP1_mRNA SMG_NPL_mRNA SMG_NPNT_mRNA SMG_NSFL1C_mRNA SMG_NUDT5_mRNA SMG_NWD1_mRNA SMG_ONECUT2_mRNA SMG_OR2A25_mRNA SMG_OR9Q1_mRNA SMG_OSBPL3_mRNA SMG_PAX2_mRNA SMG_PBRM1_mRNA SMG_PCGF1_mRNA SMG_PCGF2_mRNA SMG_PCK1_mRNA SMG_PDE4C_mRNA SMG_PDE9A_mRNA SMG_PDLIM4_mRNA SMG_PHC2_mRNA SMG_PHYH_mRNA SMG_PIK3CA_mRNA SMG_PITPNM3_mRNA SMG_PKD2_mRNA SMG_PLOD1_mRNA SMG_PLOD3_mRNA SMG_POLR2F_mRNA SMG_PPM1E_mRNA SMG_PPP1R7_mRNA SMG_PRDM4_mRNA SMG_PRDX5_mRNA SMG_PREP_mRNA SMG_PRKAA2_mRNA SMG_PRKAG2_mRNA SMG_PRKCD_mRNA SMG_PRODH_mRNA SMG_PROX1_mRNA SMG_PRSS16_mRNA SMG_PSD3_mRNA SMG_PTCH1_mRNA SMG_PTEN_mRNA SMG_PTGER3_mRNA SMG_PXMP2_mRNA SMG_RADIL_mRNA SMG_RALB_mRNA SMG_RALGAPA1_mRNA SMG_RANBP2_mRNA SMG_RASAL1_mRNA SMG_RBM10_mRNA SMG_RBM23_mRNA SMG_RBMX_mRNA SMG_RHEB_mRNA SMG_RIN1_mRNA SMG_RNF113B_mRNA SMG_RNF144A_mRNA SMG_RNF168_mRNA SMG_RPS6KA1_mRNA SMG_RRAS2_mRNA SMG_SCYL1_mRNA SMG_SDHAF2_mRNA SMG_SEMA4F_mRNA SMG_SETD2_mRNA SMG_SGPP2_mRNA SMG_SHANK1_mRNA SMG_SLC14A1_mRNA SMG_SLC18A2_mRNA SMG_SLC1A7_mRNA SMG_SLC26A4_mRNA SMG_SLC30A3_mRNA SMG_SLC30A9_mRNA SMG_SLC35F1_mRNA SMG_SLC43A1_mRNA SMG_SLC43A3_mRNA SMG_SLC4A5_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_SPRED1_mRNA SMG_SPRY4_mRNA SMG_SSU72_mRNA SMG_STXBP3_mRNA SMG_SYNE1_mRNA SMG_TAGLN3_mRNA SMG_TARBP2_mRNA SMG_TAS2R3_mRNA SMG_TATDN2_mRNA SMG_TBC1D8B_mRNA SMG_TCEB1_mRNA SMG_TESK1_mRNA SMG_THBS1_mRNA SMG_TIMP3_mRNA SMG_TMEM145_mRNA SMG_TMEM47_mRNA SMG_TP53_mRNA SMG_TRH_mRNA SMG_TRIM58_mRNA SMG_TRIM6_mRNA SMG_TSKS_mRNA SMG_TSPAN19_mRNA SMG_TTBK2_mRNA SMG_TTF2_mRNA SMG_TXNIP_mRNA SMG_UBA5_mRNA SMG_UBXN7_mRNA SMG_UHRF2_mRNA SMG_ULK3_mRNA SMG_VCL_mRNA SMG_VHL_mRNA SMG_VPS33A_mRNA SMG_WASL_mRNA SMG_WFDC3_mRNA SMG_XKR6_mRNA SMG_YIF1A_mRNA SMG_ZADH2_mRNA SMG_ZBTB39_mRNA SMG_ZBTB7C_mRNA SMG_ZDHHC5_mRNA SMG_ZFYVE26_mRNA SMG_ZMAT2_mRNA SMG_ZNF512_mRNA SMG_ZNF521_mRNA SMG_ZNF532_mRNA SMG_ZNF569_mRNA SMG_ZNF625_mRNA SMG_ZNHIT1_mRNA Amp_1q24.1 Amp_1q32.1 Amp_3q26.32 Amp_4q32.1 Amp_5q35.1 Amp_7q36.3 Amp_8q24.22 Amp_10p14 Amp_Xp22.2 Amp_Xp11.4 Amp_Xq11.2 Amp_Xq28 Del_1p36.23 Del_1p31.1 Del_1q43 Del_2q37.3 Del_3p26.3 Del_3p22.2 Del_3p14.1 Del_3p12.2 Del_3q11.2 Del_4q34.3 Del_6q26 Del_8p23.2 Del_9p23 Del_9p21.3 Del_10q23.31 Del_13q14.2 Del_14q31.1 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_GPR4_1.12_1 mRNA_CNMF_COPZ1_-0.32_1 mRNA_CNMF_CYP2J2_2.99_1 mRNA_CNMF_EIF4A3_0.43_1 mRNA_CNMF_ELK3_0.75_1 mRNA_CNMF_ABLIM3_1.43_1 mRNA_CNMF_ANKRD45_-1.08_1 mRNA_CNMF_SYNGR3_-0.92_1 mRNA_CNMF_PRR5_-0.49_1 mRNA_CNMF_AIM2_1.82_2 mRNA_CNMF_TPM4_0.73_2 mRNA_CNMF_BID_0.81_2 mRNA_CNMF_SPOCK1_2.11_2 mRNA_CNMF_KMO_1.86_2 mRNA_CNMF_KIAA1704_-0.42_2 mRNA_CNMF_ZC3H12C_-0.76_2 mRNA_CNMF_IGF1R_-0.75_2 mRNA_CNMF_FUT1_-0.56_2 mRNA_CNMF_TRAK2_-0.57_2 mRNA_CNMF_FHL2_-2.09_3 mRNA_CNMF_TRMT5_-0.81_3 mRNA_CNMF_FBXO22_0.76_3 mRNA_CNMF_UXT_0.77_3 mRNA_CNMF_DYRK3_-1.48_3 mRNA_CNMF_NKIRAS1_1.44_3 mRNA_CNMF_BCKDK_-1.01_3 mRNA_CNMF_KLF6_-1.35_3 Amp_ABL2_1q24.1_mRNA Amp_ARNT_1q24.1_mRNA Amp_ATP2B3_Xq28_mRNA Amp_BCL9_1q24.1_mRNA Amp_BRAF_7q36.3_mRNA Amp_CDC73_1q24.1_mRNA Amp_COX6C_8q24.22_mRNA Amp_CREB3L2_7q36.3_mRNA Amp_EBF1_5q35.1_mRNA Amp_ELF4_Xq28_mRNA Amp_ELK4_1q24.1_mRNA Amp_EXT1_8q24.22_mRNA Amp_EZH2_7q36.3_mRNA Amp_FCGR2B_1q24.1_mRNA Amp_G6PD_Xq28_mRNA Amp_GATA3_10p14_mRNA Amp_GPC3_Xq28_mRNA Amp_HEY1_8q24.22_mRNA Amp_KIAA1549_7q36.3_mRNA Amp_MCL1_1q24.1_mRNA Amp_MDM4_1q32.1_mRNA Amp_MET_7q36.3_mRNA Amp_MTCP1_Xq28_mRNA Amp_MUC1_1q24.1_mRNA Amp_MYC_8q24.22_mRNA Amp_NDRG1_8q24.22_mRNA Amp_NOTCH2_1q24.1_mRNA Amp_NPM1_5q35.1_mRNA Amp_NSD1_5q35.1_mRNA Amp_NTRK1_1q24.1_mRNA Amp_PARP10_8q24.22_mRNA Amp_PBX1_1q24.1_mRNA Amp_PDE4DIP_1q24.1_mRNA Amp_PHF6_Xq28_mRNA Amp_PIK3CA_3q26.32_mRNA Amp_POT1_7q36.3_mRNA Amp_PRCC_1q24.1_mRNA Amp_PTPRC_1q24.1_mRNA Amp_RAD21_8q24.22_mRNA Amp_RANBP17_5q35.1_mRNA Amp_RECQL4_8q24.22_mRNA Amp_RPL10_Xq28_mRNA Amp_SDHC_1q24.1_mRNA Amp_SEPT6_Xq28_mRNA Amp_SLC45A3_1q24.1_mRNA Amp_SMO_7q36.3_mRNA Amp_SOX2_3q26.32_mRNA Amp_STAG2_Xq28_mRNA Amp_TERC_3q26.32_mRNA Amp_TPM3_1q24.1_mRNA Amp_TPR_1q24.1_mRNA Amp_ZMYND11_10p14_mRNA Del_ARID1A_1p36.23_mRNA Del_BAP1_3p22.2_mRNA Del_BRCA2_13q14.2_mRNA Del_CACNA1D_3p22.2_mRNA Del_CAMTA1_1p36.23_mRNA Del_CBLB_3q11.2_mRNA Del_CDKN2A_9p21.3_mRNA Del_CTNNB1_3p22.2_mRNA Del_ECT2L_6q26_mRNA Del_EZR_6q26_mRNA Del_FAT1_4q34.3_mRNA Del_FBXW7_4q34.3_mRNA Del_FGFR1OP_6q26_mRNA Del_FH_1q43_mRNA Del_FLT3_13q14.2_mRNA Del_FOXL2_3q11.2_mRNA Del_FOXP1_3p14.1_mRNA Del_GATA2_3q11.2_mRNA Del_GMPS_3q11.2_mRNA Del_GOPC_6q26_mRNA Del_H3F3A_1q43_mRNA Del_LCP1_13q14.2_mRNA Del_LHFP_13q14.2_mRNA Del_MDS2_1p36.23_mRNA Del_MITF_3p14.1_mRNA Del_MLF1_3q11.2_mRNA Del_MLH1_3p22.2_mRNA Del_MLLT4_6q26_mRNA Del_MPHOSPH8_13q14.2_mRNA Del_MYB_6q26_mRNA Del_MYD88_3p22.2_mRNA Del_NEGR1_1p31.1_mRNA Del_PARK2_6q26_mRNA Del_PBRM1_3p22.2_mRNA Del_PRDM16_1p36.23_mRNA Del_PTEN_10q23.31_mRNA Del_RB1_13q14.2_mRNA Del_ROS1_6q26_mRNA Del_RPL22_1p36.23_mRNA Del_RPN1_3q11.2_mRNA Del_SDHB_1p36.23_mRNA Del_SETD2_3p22.2_mRNA Del_SMYD3_1q43_mRNA Del_TFG_3q11.2_mRNA Del_TNFAIP3_6q26_mRNA Del_TNFRSF14_1p36.23_mRNA Del_WWTR1_3q11.2_mRNA 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 1 1 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.6727725 10.1273036 10.1545554 6.7366035 3.0276495 10.7948182 7.6421810 NA 1.7112746 5.3044928 8.2310944 10.4160008 4.2814089 7.4769600 10.1449957 11.9067643 11.2523961 9.9638372 11.6477312 2.9121708 9.8875454 8.4120210 10.3777415 10.2682602 7.5703863 8.2189962 6.8663714 9.3426276 8.7866444 11.0661493 7.9070565 6.9710687 -0.6727725 0.3272275 10.2755798 10.1409938 5.4564941 7.5846003 3.3272131 8.2667917 9.4705958 10.1028229 6.8190652 1.6491556 9.9647431 9.7087556 10.1232522 10.4429066 4.9121756 10.8130419 NA 7.6400952 10.5810601 2.3271987 10.6831143 10.5219695 7.5021380 -0.6727725 10.7383263 10.7858756 8.2697270 8.3606355 6.3384405 -0.6727725 9.3770613 8.5195053 11.1762267 NA 7.5170371 9.0937416 3.0276495 10.5769187 9.1695630 6.0137124 12.2742504 13.2654138 9.6149249 10.3426276 10.2212724 16.1653948 NA 8.4564957 10.1616837 4.6847626 7.2755798 8.7513790 7.2929970 3.0276495 11.5231999 11.7592325 9.9419225 8.9996379 4.1851926 5.5751399 10.0397397 7.7701564 8.4996402 9.2129090 10.2174768 10.5145646 6.4870843 13.3906077 1.6491556 -0.6727725 4.3716076 10.4584265 7.0551327 9.2445848 10.9041693 0.3272275 NA 8.8330242 7.5560316 10.3117379 7.4971373 10.4940034 8.7492775 NA 3.2341027 0.9121900 12.2014255 8.3523520 10.1632630 1.6491556 8.7804833 8.8875454 7.3606355 10.6235553 8.3906075 3.7195339 7.3495802 4.2341027 9.0754053 2.4971269 NA 8.8721771 9.2067958 10.7275584 8.1377842 10.0466014 9.9719703 10.5463811 3.7195339 10.2908312 9.8517544 9.0905909 2.9121708 9.5668112 4.5751429 0.3272275 7.8429122 13.9690950 3.9121708 8.2129088 13.8690352 9.8750711 3.0276495 6.4870843 10.0397397 9.9252651 9.9674576 9.8789209 11.5951141 11.2117648 9.2549906 6.7784241 9.9215372 11.4298445 9.1296158 3.4971397 -0.6727725 0.9121900 NA 8.5342270 10.5281112 8.9602079 8.9800576 10.1070387 11.2106196 5.2341027 9.6045000 7.0276528 12.0544949 10.1672037 7.8932669 6.1473922 10.7993958 12.6492816 11.5751401 9.5678371 2.9859922 11.0551331 9.6670626 12.3386146 8.6603678 10.1921726 9.1616837 9.1664164 10.5775111 1.3272275 7.6446249 6.5170378 7.9271255 10.4858223 10.0317647 8.2942081 5.3044928 11.2994745 8.4383482 10.9737713 9.1167463 10.3729722 10.4040283 11.7071324 9.8409403 7.2814089 NA 8.9836375 5.9996370 9.9872086 8.8330242 10.9597671 9.6389609 8.2490537 9.8537119 7.9308390 2.3271987 7.1664162 1.3272275 3.1345660 5.8029454 1.9121900 10.4448558 6.5268857 7.1281129 9.2886624 6.8293676 NA 11.1337623 10.8507746 11.0027287 11.7968544 7.6626029 7.5417742 6.4109584 10.3845275 11.9100603 11.3034187 9.6978999 10.8678251 1.3272275 8.4642039 NA 9.9996380 7.9746710 9.4539171 9.8369876 13.0189561 14.3103844 7.6126149 11.2520251 9.6726179 1.9121900 3.2341027 7.8585940 0.9121900 0.3272275 5.3272131 6.1851946 14.2005606 10.2661306 6.5939991 9.0448891 9.6137703 10.6417959 8.0887639 8.7968952 10.5614313 4.4971397 3.3272131 9.2653220 9.2667919 7.0276528 5.3044928 11.0306837 9.5524201 11.2284566 9.7421620 7.7618411 9.7794539 6.7450652 4.2541632 10.9345430 -0.00172190 -0.00172190 0.00666530 0.00041593 0.41647000 0.05281000 -0.00567570 -0.06142000 0.03242200 0.03242200 0.03242200 0.03242200 -0.00083160 -0.00083160 -0.00172190 0.36215000 -0.43246000 -0.43246000 -0.43246000 -0.43246000 -0.43246000 0.00041593 -0.01257600 -0.00788630 -0.00761010 -0.00761010 -0.06236100 -0.00968060 -0.43913000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.376 0.376 -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 0.376 0.376 -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 11.048739 11.741105 12.349407 10.273388 9.010207 11.749014 3.327213 3.719534 8.494631 3.912171 12.343324 8.625413 7.710917 9.462845 7.889875 8.401354 10.669843 7.889455 10.641796 8.734480 8.601008 8.567455 9.985362 7.697900 7.815053 11.094569 13.064143 9.5584337 10.1353724 0.3272275 8.3243921 6.4564957 9.5305606 10.9524648 10.3173166 8.7195302 8.6847647 6.0821001 9.5342270 6.7701564 6.1085725 9.1632630 7.4769600 7.7492775 9.5158015 8.5916551 12.9107655 9.0397397 12.0442464 6.4990406 10.1167463 10.4193090 15.7388726 10.5342269 13.4913339 10.4331212 1.9121900 11.6637192 10.3342399 9.7302247 8.5822414 7.8932669 9.0224408 10.2549906 9.2325996 10.8190557 3.2341027 6.3495811 14.1054674 11.1445960 9.2129090 6.2697270 7.9084130 4.1851926 10.6626030 -0.6727725 12.5656174 10.8025965 10.3872330 10.1449957 10.3777415 4.7534762 5.9419232 9.2250580 8.4066974 6.7784241 12.7763561 2.9121708 14.5082095 11.4999526 8.1313436 9.4541234 9.9665533 2.7866382 0.9121900 8.7866444 8.1216283 9.0887639 9.4744176 11.5235074 10.6929883 11.0513001 0.3272275 8.9638374 8.3300277 8.9692642 10.7701561 9.5317838 1.9121900 9.7216753 7.6626029 7.2037297 8.9602079 6.4040277 10.4858223 10.4539171 2.1345824 13.1138906 12.1693665 10.5008898 9.8537119 8.2490537 9.9638372 10.5040090 12.3624430 9.5660830 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 2 NA NA 1 2 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2.8105871 10.5421569 9.9390670 6.6492964 0.1100959 10.0715868 5.5014232 NA 4.3862591 4.2800655 8.1297276 8.5426790 3.9174890 7.3437569 10.3473471 11.5494486 10.8865701 10.2290782 11.6495383 3.2800655 8.9414444 8.1352768 11.0952675 10.8406073 7.5695686 7.5939528 6.1435608 7.5110165 9.0079826 12.9981193 7.7077801 1.1101628 NA -0.8897704 10.0034386 10.7768049 4.9927820 7.5489290 3.7539895 8.1896220 8.9540581 12.0581392 5.4499872 0.1100959 9.9820424 8.0672391 3.6951030 11.4351614 7.9712239 8.9398598 -0.8897704 8.3932253 10.9186991 4.9174938 11.0364331 10.1234598 8.2342584 -0.8897704 11.0988573 10.7635958 9.3796262 8.8018807 6.6336986 NA 9.1896220 8.0319779 10.4510999 3.9174890 5.8914970 10.5337783 -0.8897704 11.1342379 5.0643354 2.2800655 8.3954005 13.9959765 9.9912511 10.2731578 8.2850628 14.7397499 NA 8.1654196 8.6531690 4.8380593 7.3909075 8.0701392 3.1975981 2.7295528 11.6463843 11.3335355 9.6685578 10.4167685 4.8914970 9.9398598 9.8044950 7.8448470 8.9303160 10.1234598 10.2042148 11.0192802 6.8980402 13.4698867 1.9175081 5.7539922 5.4676903 10.5868833 6.8980402 9.1856163 11.0614218 4.2800655 -0.8897704 6.0526506 8.2419941 9.4098947 10.3116484 10.8105769 8.9414444 NA 7.3533109 0.1100959 13.3823295 8.7266858 10.6420059 11.0834757 10.8873924 10.1331984 7.9174920 11.2522442 9.2381315 NA 8.1896220 1.4320508 8.3171516 0.6951030 -0.8897704 9.8541300 10.6965078 10.5551520 8.3244565 9.8260991 9.7458553 10.2881794 3.1101293 9.8174963 8.5675181 9.3475981 3.0170311 10.2355506 3.3580586 1.4320508 1.6951030 13.2473684 3.7539895 7.1101367 11.2075109 10.2769279 2.4320775 7.5237650 5.6799923 10.7458552 10.2579780 9.8750087 11.7609398 10.9977385 8.1922864 10.6918085 6.9366850 10.6903957 9.8207111 5.6019906 3.1975981 0.1100959 NA 7.6415186 10.1775715 9.6258370 7.9142679 10.0979198 8.3651658 5.3580657 9.9743232 5.6492964 12.2269684 10.7918148 8.3628026 5.3580657 11.2747298 12.0353206 10.2153909 9.7599950 5.6485201 10.0482464 9.5685437 12.7376710 9.0170277 9.6502652 8.8140405 8.9509151 10.5598016 7.0170277 5.6951002 6.8312363 8.3122608 11.1255522 3.2800655 9.1571109 3.1975981 10.6570316 8.5878953 10.5200584 8.6356579 10.1227616 10.3885866 11.3404578 10.3891672 5.0170266 NA 9.1815995 6.3389556 9.9657843 9.4709842 11.1129591 9.4992306 7.8650249 10.5598016 7.3955393 2.6951030 7.1269450 2.5695640 4.0643310 3.2800655 2.8105871 10.9438178 3.5024579 5.6019906 7.5654647 7.0185897 2.9174890 11.3137910 10.8049303 10.4786435 12.0712250 9.4024587 8.3556898 6.6172970 9.3036625 8.9805018 11.2403859 10.2763002 10.3669356 3.3580586 8.1101372 0.1100959 10.2850628 7.6531690 9.3604356 9.9812723 11.2130970 14.0446112 NA 10.4410540 9.0260165 NA 3.1101293 7.7137632 1.1101628 -0.8897704 5.8380567 7.9835814 14.3477579 9.7258955 6.9988803 8.8633537 10.1708330 11.3350432 9.1297279 8.9951775 10.8372067 3.3580586 4.2800655 10.2206204 10.1633843 6.3670530 8.5939528 11.1836093 9.8600065 10.6139628 8.9743234 5.7966367 9.3909080 6.8516041 3.8893957 10.1721832 0.0018030 0.0018030 -0.0027707 -0.0013858 -0.0012473 -0.0018121 -0.0041546 0.0033299 0.0029133 0.0029133 0.0029133 0.0029133 0.0018030 0.0018030 0.0018030 0.0043021 -0.0027707 -0.0027707 -0.0027707 -0.0027707 -0.0027707 -0.0013858 -0.0033119 -0.0013858 0.0018030 0.0018030 0.0025265 -0.0063668 -0.0008316 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.824383 11.664486 6.064333 10.599985 7.489516 9.906988 2.280065 4.838059 9.454433 3.358059 11.767009 8.274642 2.569564 7.410764 7.809397 8.467689 11.404758 6.143561 10.776805 9.017028 8.112952 9.170130 9.754850 6.817497 8.485176 11.671425 13.463697 9.1694816 10.6814157 -0.8897704 8.3365494 6.5447651 9.2225766 11.8537093 10.3061244 6.8716884 8.2471281 6.1101377 10.2592491 4.9927820 6.3769241 9.3171514 4.6950974 8.6258370 6.6647260 8.5489290 13.2540783 9.3085823 12.2660621 3.8456607 7.3389556 10.8036241 14.8941584 11.0751999 12.6629263 10.1352767 1.4320508 11.3070466 10.4184762 11.7035282 8.3556898 8.3628026 8.6492961 10.2193148 9.2471281 11.5192629 3.1101293 5.3195890 12.9399411 12.0190926 9.0290003 5.9430282 11.6790433 -0.8897704 10.5179360 -0.8897704 12.0310482 10.8707697 11.0577741 10.347347 11.095268 3.017031 8.664726 9.526935 7.687566 4.664727 12.413056 2.110129 13.336700 12.924820 8.070139 7.222890 11.399580 3.865028 NA 9.166775 6.923918 9.155897 9.494867 11.192619 10.146311 10.116463 NA 8.700724 8.202894 9.544765 11.430374 9.645413 2.810587 9.387425 8.796638 8.264955 9.625837 4.064331 11.125552 10.169482 NA 12.337452 12.690160 11.542157 10.559802 7.724847 10.985886 9.402459 12.343941 8.338595 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 1 1 2 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 9.66461474 10.22236372 NA 0.31892416 4.90788571 8.54975079 8.37183283 2.75034924 7.50523198 10.23043577 11.75402467 10.49025503 11.80541842 11.62497137 2.85726444 7.98654291 9.26300905 9.83372170 11.18144039 7.93560118 6.34452495 5.99241950 8.51751035 8.41403952 11.76593121 7.75346214 7.71878971 NA NA 10.26907348 9.76586687 6.33530638 6.66461510 1.37183762 9.21229623 9.23105722 9.76071130 6.37183239 1.37183762 10.46247477 8.32835449 11.24773589 10.42819977 2.21983452 10.51138432 0.04990952 8.09702869 10.62874927 0.04990952 10.77356585 10.13138833 8.27149197 NA 9.92181015 9.18945618 8.38975479 7.70454071 2.37183762 1.04990952 9.19456309 8.33067581 10.78334402 1.63487202 6.18945692 9.02001069 -0.95009048 10.52665113 10.83249369 3.85726444 11.50108510 12.04779005 8.66829041 10.46775745 8.50933639 16.40146533 NA 8.93101875 10.12002580 5.00410134 7.70811618 8.71524098 2.50934114 1.63487202 11.80958507 10.23663815 10.11464773 9.54775673 3.75034924 -0.95009048 9.27511230 9.09293231 8.06113192 6.94472260 10.36108558 10.73509166 7.02144863 13.54707065 0.04990952 0.04990952 0.04990952 10.72894512 8.69556343 9.32951539 11.06462280 NA NA 8.84106769 6.47616942 11.23644634 7.12136774 10.64749198 9.11599403 NA 3.95680012 -0.95009048 12.36080166 6.90165374 9.59293667 1.63487202 8.88753289 9.44436766 7.55373065 10.43899847 8.85080474 1.85726444 8.19456333 4.37183065 9.31082451 NA NA 8.39863297 9.41622709 10.84675570 9.04990490 9.41184864 9.16624896 9.51240725 -0.95009048 9.94699397 9.58615205 10.95077174 4.29782970 9.68652959 5.15842994 -0.95009048 9.01713105 14.30567116 -0.95009048 7.01568935 13.63310522 8.86528818 4.09429520 6.81808873 10.95265688 10.77527117 10.68788819 9.81062481 11.37927238 11.76843777 8.22233220 8.52361057 10.21229623 10.90243443 9.13670459 3.50934114 NA 1.04990952 NA 9.50625937 10.12538402 8.42276996 8.19711002 8.72041939 9.35938126 0.04990952 9.88595530 4.25935535 12.33977970 10.46511853 8.77100409 4.72232940 11.55497211 12.51304608 11.02825785 9.68743552 2.15422674 10.14991018 8.81145626 11.74273831 8.36051748 10.97286092 10.12002580 9.01280078 11.43306919 -0.95009048 8.56165759 5.17918856 7.19456284 12.31756945 12.95254947 8.55299525 1.63487202 11.61762334 8.24219757 10.87645341 7.03289869 9.65260373 9.19965198 11.97990298 10.31610580 6.98064229 NA 8.95529188 6.36278722 10.60257398 9.83126464 11.00915343 9.17789911 9.07642842 9.79137195 8.61976036 NA 4.04990081 1.85726444 3.04990952 3.13737236 NA 11.41294455 5.25935912 4.60449244 8.70811652 6.20997771 NA 10.47249539 10.78926358 10.92065491 10.88239942 8.96429003 8.09702869 7.50510889 11.17014277 10.81850277 10.71301819 10.44383154 10.69826250 0.04990952 8.39863297 NA 9.71168297 10.90788594 9.75726399 8.82798189 14.80249463 13.16592390 2.04990952 11.05060917 9.92795584 NA 3.13737236 8.90477339 NA 1.04990952 6.77100475 7.88279465 14.35660746 10.26665081 7.61595915 8.66092969 9.94244779 10.78588399 8.56560479 8.27569060 11.02754258 0.04990952 2.50934114 9.82962428 9.45929574 7.18433088 3.13737236 11.46300391 8.82798189 10.13537736 10.72409718 5.90788571 10.10586517 4.44222031 5.19517434 9.94850624 0.00875280 0.00875280 0.03214000 0.01586600 0.01112100 0.00000000 -0.00027724 0.00138680 -0.19512000 -0.19512000 -0.15413000 -0.17686000 0.00875280 0.00875280 -0.01340200 -0.00636680 -0.68490000 -0.67269000 -0.67269000 -0.67269000 -0.67269000 0.01586600 -0.68579000 -0.01319500 -0.68288000 -0.68288000 0.00138680 0.00471900 -0.69061000 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 -0.635 0.000 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 -0.635 0.000 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 8.823044 12.103152 6.484533 10.311412 8.405256 11.227013 2.857264 0.634872 7.557700 5.389756 11.489736 9.144207 10.939409 5.870212 8.837889 9.287115 11.042843 5.818089 10.622131 10.324283 8.543760 9.635234 10.333144 7.889108 7.854036 11.568804 14.183810 9.25813917 10.41786559 NA 7.77441876 7.64981805 10.65908362 10.51852894 11.25813929 7.31199983 9.35025744 7.42928287 8.99388491 7.21481159 7.49284821 8.79137195 4.04990081 2.21983452 8.19965223 9.51547139 13.10594984 9.74860949 13.18785663 6.67210282 7.97768291 11.44356350 16.04242287 11.33559608 14.32030974 10.23043577 -0.95009048 10.64422953 9.03716887 10.23849371 9.43360923 8.77100409 10.45078432 10.08882388 10.63627559 11.35168116 -0.95009048 5.47617104 15.12040912 11.31288063 8.30729281 6.93864807 9.76071130 0.04990952 11.26179318 NA 12.69938564 11.06419744 11.32719232 10.23043577 9.83372170 6.45929554 8.32835449 8.95829750 8.44007391 6.04990517 12.23678674 1.04990952 13.42609814 12.89490482 7.90477309 9.24235789 10.12404633 5.49284981 -0.95009048 8.01568935 5.40745813 9.88042014 9.28232582 11.34337656 11.44007386 8.84594443 0.04990952 10.46933849 10.01785164 9.32951539 10.19520018 9.92334903 3.75034924 9.69736326 10.92373349 6.81145562 8.42276996 2.21983452 12.31756945 11.25661407 NA 13.47800332 11.91196105 10.98838185 9.79137195 8.21481159 10.41622709 10.52665113 12.00192353 11.02229602 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 1 NA NA NA 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 9.7274209 7.1870571 NA 0.7395889 4.3675248 7.9336635 9.9959097 4.9200646 8.0177789 10.7038083 12.0607021 9.2232932 11.1944971 11.7077707 4.3992326 9.7219458 8.7460366 9.9564894 10.6368075 8.3874246 7.5516291 6.1424584 8.9021954 8.7855649 9.8529517 7.6035922 5.4606345 -1.1243772 -1.1243772 10.4685960 9.8240391 4.9631365 7.5445565 2.6830227 8.3554520 9.5480973 10.3675249 7.3061246 3.3350973 10.9783038 9.9959097 7.1517959 11.0537142 4.0851272 10.9008114 NA 8.2485367 11.1555726 4.0049508 11.0452838 9.9451216 7.9763344 0.8757014 10.5958092 9.8568681 8.8798923 7.8240391 3.6830227 2.3351116 9.3785036 8.1817337 10.6238648 NA 7.0405791 8.8443386 -1.1243772 10.6830268 9.4283409 5.1044918 11.3964943 10.1044905 9.2956321 11.1871364 10.6870466 15.8836189 NA 8.9984999 10.3524180 4.6305569 7.3715266 7.7855649 5.5899163 2.0065853 11.5847557 11.0963525 10.3217213 10.0342816 4.0049508 2.9631412 9.6553912 8.1259703 7.7885611 8.5933482 9.6263789 10.4046143 7.4302610 13.4193079 1.4606377 NA 4.6830283 10.6129192 8.0126631 8.7689733 10.6405435 4.9417589 3.8298699 9.7810588 6.6700883 11.1084585 6.6504587 11.2417208 8.4031488 NA 0.8757014 NA 12.1436289 7.9946131 9.9478045 5.3351045 9.2177464 8.4718617 7.8064091 10.5869086 8.8414562 3.7825658 7.7429507 3.7825658 8.9377181 NA NA 8.4885403 9.7598424 10.0667311 8.3432772 9.9558232 9.0177789 10.3268830 1.4606377 9.5132023 8.4755847 10.1547485 3.1236000 9.7429505 5.8643570 NA 8.2528825 13.5985327 3.4606377 9.6018900 12.6693768 8.8572392 4.0456002 6.5551520 11.2171907 10.6594886 9.8078867 10.8714390 12.1652960 10.6401289 9.1494674 8.5656699 9.9564894 10.6668348 9.1253662 4.6305569 2.5761109 -0.1243772 NA 9.2850628 10.4774427 9.1964723 8.0530912 9.7466760 11.8040052 4.7085625 9.1318806 5.4755843 12.2896964 10.4765139 8.9815804 4.8064117 11.5213303 11.6968479 10.5886287 8.7401521 3.9421954 9.9343402 9.8414562 11.0158626 8.9390670 10.6729281 9.5706477 9.5916338 8.4128903 3.1975981 8.1564426 6.3103001 7.8812963 11.2400801 10.9660523 9.3513649 3.9200646 11.7577417 8.9972055 10.8976929 8.3635119 9.8600903 10.4133756 12.1370322 10.0636425 6.5195278 NA 8.9511509 7.0304895 9.7022203 8.9049591 10.6806095 9.2310229 7.2850628 9.8686102 9.0010853 1.6830227 6.9471343 2.6830227 3.1975981 4.4606312 NA 10.8583090 7.2288187 6.4903824 10.1533079 5.7229168 -1.1243772 10.5325436 10.5100292 10.9907155 10.9694195 8.1564426 8.2288187 6.1851946 11.1101900 11.7237079 10.8724984 10.5267236 11.1745936 -0.1243772 7.8700256 -0.1243772 9.7765386 9.6562116 8.8500865 9.6221862 13.3943865 14.2403195 0.8757014 11.1074930 9.9090949 NA 3.2679852 8.2636889 NA NA 6.7085625 7.2850628 14.3657706 11.0355432 7.5621722 9.4455275 10.0055989 11.6194544 8.8019679 8.8367886 11.2155219 2.6830227 2.6830227 9.6027414 9.4196703 7.5899178 3.5761109 11.5834623 9.3933413 10.7949076 9.9656321 8.1725880 10.1116860 7.4606345 5.3834658 9.7398581 0.01460900 0.01460900 0.01223700 -0.03490400 0.48923000 -0.71096000 -0.00429290 -0.03040400 0.01027400 0.01027400 0.01027400 -0.00132380 0.01460900 0.01460900 -0.01455500 0.00680440 -0.51507000 -0.51507000 -0.50970000 0.00978120 0.00978120 -0.03490400 -0.04753100 -0.00429290 -0.01704200 -0.01704200 -0.03040400 0.00013863 -0.02835500 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 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 10.427861 11.435766 12.419550 10.422566 9.704602 11.856168 1.875662 1.460638 7.128338 3.733658 12.171728 8.971847 7.878487 8.858794 8.417330 9.992016 10.741792 6.794535 10.730151 10.429301 8.691055 8.852308 9.662693 8.004955 7.355452 10.736371 13.792578 9.563048 10.278151 -1.124377 7.911846 7.174880 10.459695 10.200415 11.349885 9.069197 9.809363 7.530308 9.128337 7.123599 7.310300 9.171441 5.548097 3.460638 9.711722 9.765176 13.015223 10.460634 12.386807 6.995703 8.484851 11.530979 15.370980 11.391618 13.807471 10.686645 NA 10.703412 9.667649 10.150050 9.104491 8.981580 9.434093 10.086343 10.943778 11.627007 2.963141 5.930955 13.850170 11.176310 9.198727 6.702220 9.152959 -1.124377 11.210225 -1.124377 12.838568 10.993594 11.118846 10.703808 9.956489 5.683025 7.250712 8.764415 8.944450 5.941761 13.020962 2.963141 14.167418 11.809916 8.297737 9.685014 10.219413 5.383466 -1.124377 8.638884 8.065496 9.411919 9.899426 11.342768 11.804745 10.548981 1.460638 9.744494 8.635560 9.011381 11.427861 9.691856 2.460638 9.921432 9.476514 8.804930 9.196472 4.301939 11.240080 11.595061 NA 12.601677 12.460282 10.633062 9.868610 7.030489 11.044031 11.118846 11.411411 11.104836 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 2 3 4 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 9.8161509 9.1736821 -1.1240627 1.7574927 4.7584791 8.2530481 10.6092764 5.6571970 7.5482624 11.3571322 12.0981794 7.9419268 11.2103900 12.1423311 3.7338207 10.2300867 9.0791853 10.3073349 10.0012508 7.8982053 8.7384747 8.0281221 8.8884620 8.9202314 13.1131220 8.0695352 6.6571970 NA NA 10.1414523 10.1273197 4.1612428 7.7827277 3.7827231 8.6323936 9.4033144 10.5810377 8.3676904 3.8300322 10.9328136 9.2947441 7.7307058 11.3112471 5.5623371 11.3626723 NA 8.6407088 11.3694427 1.8758194 11.3604085 10.2056337 8.4361702 4.0852887 10.4408870 10.3436619 9.1379323 8.2724422 7.6240300 0.8758587 10.0287559 9.8480991 10.2809788 0.4607950 6.3104656 9.8387333 2.1977711 9.8205493 10.7236777 6.8183521 11.9796972 12.9635488 10.1542867 11.2552157 10.1773336 16.0408719 -1.1240627 8.7569512 10.2831051 4.9632984 6.7645810 7.4570377 8.3836322 2.8758390 10.8588309 11.3599050 10.1664323 9.0925833 5.1612387 5.7462026 9.8322134 8.4813167 7.5268889 8.7307058 9.7423435 10.1589257 7.4905469 13.9644185 0.4607950 -0.1242199 4.3993967 10.5097408 8.4626773 9.2745811 10.4261032 0.4607950 -1.1240627 10.6244495 8.2894652 10.2993840 9.2022669 10.8666504 7.8473806 NA 8.5952261 1.1977396 12.5588319 8.3935067 9.9378834 2.5762803 10.0877256 8.4342579 7.8954281 11.9109801 9.8466622 4.6831911 8.3373168 4.4608015 8.6456750 NA NA 8.8982050 10.4409394 9.7729265 8.9432717 9.7584804 9.8430637 10.0482648 4.3676926 9.4313852 6.9843615 10.7619149 2.7701736 10.6164614 3.8758390 NA 6.5482624 13.2779167 5.9526527 4.9202314 11.3470045 8.7961902 4.3020997 6.5051939 10.2067542 11.5135943 10.0388580 11.3345002 11.3716674 10.4456930 9.7221113 10.0166671 10.5070144 10.3125489 9.6469140 3.0457575 3.6307200 NA -0.1242199 9.6726880 10.4803906 10.1064583 7.2595418 10.0467513 6.5411725 8.3974376 9.3464962 6.0255848 12.2106692 8.8124751 9.1773336 6.2595418 12.0196988 13.3499869 10.7504345 8.7643979 5.0417511 9.4149961 10.0557464 11.0060861 9.6198302 10.2546740 8.7676210 8.6928209 9.5614621 4.3676926 8.4246593 8.3229205 8.8271220 10.9140705 8.8043408 7.6847697 4.6831911 11.3128091 9.1034533 11.2170781 7.3716921 9.8574046 10.4120846 11.7980500 9.8293064 7.0357086 1.1977396 8.9659496 7.4265843 8.9378834 9.3332182 10.8830223 8.9553221 7.8124751 10.1813291 7.2156873 2.8758390 7.4188688 3.0457575 3.1977711 3.5718345 4.5196929 10.8452238 6.6896179 6.8531174 10.8638616 6.2735551 0.4607950 11.3408935 10.3244698 11.0662793 11.6714712 8.6734988 9.4544270 6.2628202 11.1490501 12.2278808 10.1391066 9.7213274 11.1190113 -1.1240627 8.1635496 0.8758587 10.2884071 8.9405802 9.5736737 9.4418914 13.1219098 13.7105553 1.6832024 10.7477425 9.9646256 -0.1242199 5.8531174 8.4434513 NA NA 7.8645217 7.6071564 13.7748165 11.1667892 8.7118875 9.6456752 9.9895794 12.1797607 8.9830543 8.9725921 10.8278505 3.7338207 3.4607950 9.8190847 8.6189889 8.0179442 6.5482624 11.5950122 10.0687466 10.4294666 9.8556769 9.5969364 11.2478862 7.2724422 5.5762772 9.9324751 0.00458000 -0.00223840 -0.00182080 -0.01188000 -0.01188700 -0.00456950 0.75166000 -0.00078569 0.00999450 0.01377200 0.01377200 0.01377200 0.00930980 0.00458000 -0.00223840 0.00662010 -0.34710000 -0.34710000 0.00416320 0.00308360 0.00308360 -0.01188000 -0.00984400 -0.04455100 -0.02392800 -0.02392800 -0.00078569 -0.00816240 -0.00146210 0.000 0.000 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 10.881462 11.383632 11.010584 10.231739 10.432822 10.668221 5.984361 1.875819 8.040745 3.920236 13.317485 8.973027 10.109457 10.983845 8.329437 9.023042 10.263855 7.276717 10.437603 9.784980 8.517889 8.555018 9.091176 7.663740 6.468295 11.553117 13.194874 10.966281 10.416934 3.920236 9.280979 7.736924 10.208433 10.899592 11.720739 9.627381 9.474820 8.287348 10.711098 7.119012 7.508833 9.120201 4.630726 8.231189 9.508832 8.851685 12.971729 10.414026 12.814682 7.811827 10.866296 12.209272 17.262424 11.453738 12.975267 11.368442 1.875819 11.306551 10.578876 10.587074 8.906504 9.177334 9.155448 10.382641 10.458450 12.304589 4.519693 7.430426 13.534237 10.954322 9.637389 7.080408 10.825299 -1.124063 11.142917 -1.124063 12.320205 11.415619 11.190704 11.3571322 10.3073349 6.4227325 7.5304734 8.8502519 9.3716924 6.4532657 13.1940087 2.7827231 13.1700273 13.1045057 8.7103085 8.4904366 9.8058354 4.0852887 -0.1242199 9.7469726 8.3993993 9.5526760 9.9399064 11.3518240 11.3907979 11.6684243 2.4607950 10.6608810 7.6799684 8.9778131 11.1667202 9.7947005 2.4607950 9.9672727 5.2681536 8.6340607 10.1064583 5.8758366 10.9140705 11.0953084 -1.1240627 12.8348431 12.4673597 10.2168000 10.1813291 7.5196936 10.9539881 11.2459798 10.2148633 10.9166579 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 1 NA 3 2 2 1 2 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.525926e-06 4.161616e-07 NA 11.0156718571 9.4805018352 8.1806307545 NA 9.3692280651 8.0767888802 NA 1.4566484690 4.4818478570 8.5295012230 9.4959103758 5.1572256529 6.6918830718 11.0179939157 11.6198716210 10.2961078189 11.1046627627 11.9735816806 3.5032215078 9.6397607024 9.2182752739 9.9515203359 10.7269396671 8.3523970469 8.3568067129 7.2101745329 8.3045023717 9.1689756663 13.2730111099 7.9271361607 5.8166381028 -1.5842413335 NA 9.8940230014 9.9799085851 5.2612487175 7.2518090216 3.0007211672 12.4299538994 9.3987526687 9.7891679529 8.5476160127 3.8080760893 11.3505556454 8.5527501628 8.7115279451 11.2138257513 6.6872216944 10.9806230137 NA 8.0650153828 11.1721068672 3.8080760893 11.9203297781 10.2431017279 7.7149673716 -1.5842413335 10.1693392886 10.6095739012 9.1224449505 7.8545511424 7.8102220039 0.0007211672 9.7195397569 8.7766060797 9.8618083833 1.5856836680 5.9314585048 10.1752311620 3.5032215078 10.0179939853 11.4206817135 6.5242831233 12.2519040917 13.8205014581 9.4484936081 11.2793645591 9.3980396988 15.8870611385 NA 8.2612491877 10.2186792283 4.5032215078 7.2231135886 7.5604169094 6.4269859219 1.0007211672 11.3935755825 11.1731490508 9.9324439111 8.8975584007 2.3226492621 1.8751902852 9.4185741038 9.1739821310 8.1453799196 9.8288579687 9.6385539314 10.3983961209 7.0632170930 13.2947678394 3.9393206226 -1.5842413335 6.1368578552 10.4453913050 8.3887388830 9.4213836365 10.5749996952 2.4157586665 -1.5842413335 8.8134336201 7.9353955087 11.1738281430 7.2612487175 11.0054101639 8.2134206784 NA 9.1127264534 1.0007211672 11.5729480589 7.7622730642 9.1118570982 4.9549174776 10.5431085943 8.8378237480 7.9116142926 10.7719358271 8.9373594005 3.5450416835 8.6601228583 4.8914920975 9.2012113798 NA NA 8.6505764566 9.9621711509 10.0591643493 8.7286419619 10.4287326289 9.0523835588 9.9111143584 2.2231135886 9.5255897123 7.4899001293 10.3819508280 3.3699549769 10.1424029709 4.1161983847 -1.5842413335 7.6517735758 13.7018835653 4.4601527859 9.3523970469 12.6689417206 8.2231140714 4.3699549769 6.7907980979 11.3368560893 11.3575402937 10.3420549948 11.0569076025 11.4430776022 10.6315953402 8.6264303754 9.3531329279 10.8248847747 10.8674853207 9.2704326972 4.5450416835 2.3226492621 -1.5842413335 NA 9.6942084730 9.8843830147 9.9818131327 7.3670433815 8.6230661095 8.7766060797 3.4157586665 8.7286419619 4.3930385900 11.9625329368 10.2202934323 9.5768909273 5.2984017159 11.5822359938 12.7091588325 10.9624123757 8.7000047633 3.0257552761 9.2667272859 10.2733513019 11.0679317561 9.3234009206 10.9619300304 9.2391263840 8.9607233889 9.4164633578 2.9393206226 9.0054100938 7.2069215551 8.2706275169 11.2140283059 11.6651258494 9.3593799459 2.2231135886 11.5347000796 8.3786551053 11.0768690292 8.5085162036 9.7583892983 10.2612490701 11.5597799181 9.7666981793 6.7149666849 0.0007211672 8.3361119684 7.4269859219 10.2024370677 9.3105768842 10.6452448366 8.8792833462 7.9294868543 10.7581115098 7.9096147158 1.8751902852 7.2166585664 2.6636861800 6.1705800767 3.0596148563 1.2231135886 11.1274260270 6.1436791211 6.3045019154 10.5568603624 5.7426368478 NA 11.0853084620 10.1995757939 11.3101978620 10.5272207974 9.0721837978 9.6457434426 6.3885666968 11.0925976033 11.4309998356 10.0908339838 9.8990709237 11.3950055860 2.1161983847 8.7567217643 1.0007211672 9.9665058845 9.1521608514 8.8566281454 9.2215027803 14.0064630211 13.0335708255 2.1161983847 10.6675372784 10.3819039042 -0.5842413335 5.2101745329 8.8618083833 0.0007211672 -1.5842413335 7.8378240633 7.6469805670 14.0573310242 10.8394343489 8.9941316408 8.9645808638 9.6306852184 11.5678854120 8.2438956266 9.5386322477 11.1494099644 2.0007211672 2.8080760893 9.5731059807 9.2263305421 8.1938362888 4.5856836680 11.6669455250 9.4388203320 10.5128035608 9.9732227987 7.4381264796 10.8480399551 7.2768455725 4.9235533067 9.8985669255 0.00028704 0.00028704 0.00235810 -0.00691950 -0.00383180 -0.00802440 0.01167900 -0.01052400 -0.10473000 -0.07585200 -0.07585200 -0.10263000 0.00833510 0.00833510 0.00028704 -0.48659000 -0.49757000 -0.49757000 -0.49757000 -0.49757000 -0.49757000 -0.00691950 -0.00678130 -0.03544800 -0.20520000 -0.19420000 -0.00260860 -0.00318590 -0.49705000 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 10.141125 12.133971 11.863617 10.128286 9.926029 11.365950 5.534700 2.415759 7.407281 4.682545 12.372498 9.099868 9.289972 9.979723 8.239731 8.745555 10.713822 7.313604 10.161013 10.067259 8.124843 8.847977 9.365870 8.030469 7.251809 11.349081 13.125974 10.3113343 10.4210326 NA 9.0460261 7.7511497 10.3218980 10.0546475 11.9675874 8.7477956 9.9974304 8.3786551 9.5925555 6.8833642 6.7011609 9.2861238 5.3105764 6.5190465 7.9856148 9.4818483 13.1254352 9.5236300 13.0497192 6.9999696 9.0641165 11.0489813 15.6174331 12.1169572 13.2199405 10.9938958 1.8751903 10.6068183 9.6766786 10.7809878 9.0855298 9.5768909 9.3390866 10.0318484 11.0757549 11.7297743 2.2231136 5.5655058 13.5354374 11.7267977 9.6505765 8.2085494 9.8367718 -0.5842413 11.4370861 NA 12.8334797 11.1670729 11.1272109 11.0179939157 9.9515203359 6.6349271870 7.8649079308 8.5731059807 8.6349275499 4.8420234212 12.8030130441 2.2231135886 13.5545907702 13.3762135468 8.3930390192 9.2210191144 10.1475023388 4.1161983847 -1.5842413335 9.0423805925 7.5553100189 9.4649269472 10.0378108977 10.9451895865 12.3601965728 10.4343069212 0.0007211672 10.0410112991 7.2359376289 8.9884591770 11.3582735565 9.7399395506 3.4601527859 10.2533869543 7.6421708593 9.4381268955 9.9818131327 5.2486486807 11.2140283059 11.5285242903 NA 12.5588233058 12.6400622375 10.7023167745 10.7581115098 6.9894058540 10.5762607921 10.5869358394 11.0025964856 11.0194827307 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 2 NA 4 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 5.8998330 10.3835978 10.5938155 7.1195647 0.6236796 9.7823193 6.6741019 NA 1.8533170 5.9183314 8.5455507 8.4358869 4.5779061 7.0831410 10.7705964 11.3668610 9.4621258 11.0079537 11.7289634 4.1783003 6.9044805 8.6405179 10.7552451 11.0460373 7.3413863 7.4785779 6.6844050 7.2310397 9.2539767 10.4967692 7.9429074 3.1472741 -0.3763204 -1.3763204 10.3499277 10.1019737 4.8904953 7.6152316 7.4342813 8.4940743 9.2180343 10.6013473 6.2603343 1.7936462 9.9160313 7.9591001 9.1034898 9.7269974 3.3241481 9.3040690 NA 8.4956148 11.4414927 1.2086421 10.6543767 9.7842113 9.6293342 NA 10.4727237 10.3860086 9.7549236 8.7555666 7.5894939 4.0499705 9.7955119 8.2639546 10.1399021 4.7111700 4.5063544 9.4785779 2.5305952 8.9286312 7.5981240 7.6653686 10.7474818 11.9300562 9.8129164 12.6006317 7.4213714 13.4923875 -1.3763204 8.0872342 8.4246093 4.6681021 7.7886165 7.0030883 5.7529921 2.7255230 11.2992257 10.3189379 10.2845968 9.2208310 5.3516283 7.5837116 9.3276133 8.9511387 8.4723326 8.7619813 10.0943684 11.1638376 6.2961343 13.1899421 4.4816929 4.9987506 4.3785949 10.3499277 7.9478900 9.9922161 10.5257078 1.4310880 NA 8.5880505 8.3935475 9.6146857 10.4278407 11.2420951 9.2845970 NA 8.1354620 -0.3763204 12.7594189 8.6721965 10.1200640 1.9456452 12.4213711 10.0785230 8.5866056 10.9348903 9.1014678 2.6237030 8.0457744 5.7734557 11.1357093 -0.3763204 3.0160327 7.8331627 10.7876737 10.5021438 9.6391247 10.6897988 9.1840425 9.9405567 5.8716367 10.5923764 8.1034898 10.0437910 3.4310613 10.1888117 3.0831453 NA 3.9812590 13.2609571 3.4816864 7.8011289 10.7305996 8.9557461 1.9456452 7.9680055 8.9091118 12.5155882 9.8734157 11.4110000 11.3289208 10.6578208 7.9183302 9.4878957 9.6529968 10.5662241 10.0480806 0.2086421 2.7936254 -1.3763204 -1.3763204 9.1935653 8.2530660 10.9557462 7.0625017 9.8629500 8.6251178 5.3785983 9.0943686 4.6460762 10.9436640 10.9065085 9.4017868 4.6897967 11.4754586 10.4238006 9.9823608 8.6765220 6.2617113 9.5336027 10.2124243 11.6884524 8.2711679 9.8986702 8.8380287 9.2105493 10.8045512 9.3727410 5.4816897 7.9229174 8.3014294 11.4424915 5.8021260 8.9459421 2.7111645 10.4890563 9.3310688 11.2932591 5.0666532 9.8555308 10.6691280 11.8813921 11.5063527 4.9456358 -0.3763204 8.9624461 7.3206769 9.2720673 9.4164999 10.5689120 9.3267481 7.8716373 11.3742073 7.6817015 2.4310613 5.8135350 1.7936462 2.7936254 1.2086421 0.6236796 11.6420837 5.5185288 7.5720772 8.6405179 7.5952530 -1.3763204 11.3097724 10.1085326 11.8568799 10.7315806 9.5321022 10.0890618 6.1299980 10.0025463 10.0510225 9.9702234 9.6769567 10.0431431 3.7936358 8.0288509 -1.3763204 10.0057932 8.7823194 9.1384236 9.2756582 12.1058873 12.8991067 2.5305952 10.2648582 10.7939476 -1.3763204 3.3785949 8.2347346 -1.3763204 -1.3763204 8.5170111 7.6598832 12.0128032 10.1453101 9.1763786 9.9056397 9.4855719 11.9494367 9.4446863 8.9305573 11.7981672 0.9456077 2.7111645 9.8698564 9.9445102 7.6152316 2.5305952 11.4836326 10.7011929 10.1255468 8.6612565 5.8810968 9.4326738 6.8477113 5.1245101 9.4629134 0.0070826 0.0037465 -0.1455400 0.0126550 0.0073609 0.1563600 0.3353600 -0.0037395 -0.0557780 -0.0407520 -0.0407520 -0.0861420 -0.6963100 -0.6606800 -0.0164810 0.0224020 -0.1500300 -0.1462500 -0.1462500 -0.1462500 -0.1304400 0.0126550 -0.6520200 0.3495800 -0.0011087 -0.0011087 -0.0037395 -0.0134000 0.0000000 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 0.346 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 0.346 3.005 0.151 0.151 0.344 0.344 0.000 0.000 0.000 0.000 8.462913 11.399526 8.047876 10.426630 8.292594 10.670493 6.904480 5.763260 8.558801 2.711164 11.659883 8.523202 6.131505 4.913177 8.658660 9.704527 11.948734 7.916031 13.102606 8.197357 9.088255 9.357098 9.312773 8.068725 7.768368 10.391066 12.249076 10.161413 10.695842 NA 9.707189 8.478578 10.051546 11.307581 10.919192 7.719107 8.539589 7.909112 10.317632 7.231040 6.981261 8.469200 4.115566 7.299667 7.643301 8.995486 12.877852 10.269818 12.818313 5.173379 7.135462 12.592916 13.772266 11.710343 13.110042 11.356513 NA 10.785786 10.094877 12.193328 9.414058 9.401787 9.323282 9.944510 9.564023 12.471061 5.049975 6.351630 13.237845 11.601347 8.442292 5.763260 12.141379 -1.376320 11.277226 1.431088 11.936593 11.714799 11.563656 10.770596 10.755245 6.524576 9.435084 8.517011 9.044723 4.049970 12.559815 1.208642 12.045380 13.664085 9.047876 6.985522 10.789245 2.208673 -1.376320 9.092334 6.231041 9.911422 9.424561 10.900706 10.029915 10.854931 NA 9.703861 7.755567 9.160928 11.537160 9.769005 1.431088 9.365177 6.016026 6.411613 10.955746 3.623715 11.442491 11.032570 NA 11.592556 12.018842 10.295693 11.374207 7.447077 10.924920 8.758136 11.098166 9.462275 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 5 2 3 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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7.363048 9.256361 8.781806 14.052612 7.861952 7.212368 NA -0.555757 9.686167 9.560528 4.801738 6.983343 3.351077 9.722633 9.253148 10.623471 7.862037 2.614097 11.089392 9.473471 8.021612 11.239006 7.663352 11.176775 1.766129 9.220617 10.952474 2.444190 11.562476 10.108631 7.940039 -0.555757 10.168595 9.941906 8.568305 7.797331 7.455411 1.029135 9.668185 9.256361 10.448404 -0.555757 6.827888 8.810506 3.029152 10.146356 8.963820 5.936037 11.499588 15.214512 9.544846 11.444184 10.556623 15.161298 NA 8.638941 9.428602 4.531650 7.573467 7.643856 8.823562 1.444190 11.143322 10.132434 11.191538 9.044097 4.531650 3.531643 9.217323 8.586291 7.845063 9.288105 9.690924 9.795123 6.710970 13.401377 1.766129 -0.555757 2.029135 10.143756 7.706278 9.139412 11.196565 -0.555757 NA 9.420032 7.948010 10.632321 9.311462 11.080808 7.779574 NA 8.212368 3.444190 10.946518 8.058894 9.882976 6.238600 10.161860 9.370480 7.449808 10.758767 8.895395 3.967750 7.911789 4.614109 9.058894 NA NA 8.245084 9.665771 10.460296 8.351074 9.116609 9.286534 10.215673 2.903617 9.316089 8.488578 9.707594 3.431503 10.011189 4.967745 -0.555757 6.936037 14.076043 4.998773 3.251537 9.908730 8.745680 4.251537 5.634009 9.454012 10.867300 9.707453 10.590753 11.508415 10.425037 9.455411 9.882976 10.280234 10.490626 9.465858 5.836502 4.936035 NA NA 11.027267 8.091642 9.826808 7.715647 9.316382 6.911790 6.455411 8.680198 9.313006 11.671499 9.905663 8.814871 5.374921 11.187756 12.301971 11.061651 8.949718 4.865746 10.028207 9.750246 10.803384 9.377874 10.332166 10.438537 8.699213 5.870449 2.444190 6.928000 8.080808 8.280234 11.083525 8.585704 8.636896 2.251537 11.403824 8.651198 11.129371 8.323767 10.040374 9.903615 11.977514 10.159288 7.295933 NA 8.806127 7.283388 9.235347 8.295933 10.184808 8.550092 8.292807 10.107742 8.088040 2.251537 6.531647 3.251537 3.444190 4.903617 NA 10.728430 6.810506 6.853575 11.067599 6.967746 NA 10.719726 10.301387 11.327209 11.294761 9.272320 8.507579 5.976501 11.068979 11.193215 10.044097 9.872544 10.616611 -0.555757 8.148088 NA 9.934032 9.609091 9.233717 8.979459 13.692853 13.793880 2.903617 10.524335 10.088040 1.444190 4.144626 8.922104 1.029135 NA 7.165283 7.409968 13.636245 11.189867 8.404186 9.526333 9.770613 11.598369 9.220617 8.801054 11.039441 5.302165 3.029152 8.665771 8.882976 7.706278 10.143756 10.833277 9.972638 10.999252 10.332927 10.935536 12.094114 8.062569 5.476064 9.771737 0.4213900 0.4213900 0.0105390 -0.2147400 0.6114200 0.1903100 0.3658100 0.2321500 -0.0063075 0.0040733 -0.0237060 -0.0237060 -0.1397000 -0.1744100 0.4213900 0.0088019 -0.4044700 -0.4044700 -0.4157100 0.0096375 0.0240360 -0.2147400 -0.2391900 0.3528900 -0.2064500 -0.2064500 -0.4092200 -0.0112870 -0.2038200 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 0.282 0.421 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 0.282 0.421 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 9.981402 11.555646 11.479670 10.148952 9.947016 12.699508 7.036641 2.029135 7.563125 4.729585 13.246700 8.868266 12.543203 10.685816 8.567943 9.364537 11.425394 6.339002 10.719144 10.930013 8.743392 8.725673 9.648327 8.573467 6.936037 10.729586 13.831259 11.170402 10.922448 4.653639 9.813781 6.975565 10.762727 11.255960 11.675105 9.377874 9.676605 7.357073 10.357821 7.466551 7.823562 9.180586 4.398378 6.073540 8.713311 9.445592 14.012912 10.818137 12.021849 7.957556 11.592660 11.363792 16.050228 11.320317 14.102730 11.165283 5.998773 10.925983 9.404186 11.953464 9.008333 8.814871 9.526333 10.609091 10.808319 11.594883 5.058892 6.351075 14.115713 11.357447 8.942036 7.095236 10.189018 NA 11.200740 -0.555757 12.918650 11.733364 11.524668 10.882976 10.127178 6.604055 5.326829 8.342029 8.940039 7.466551 13.200710 2.766107 12.397107 12.221645 8.614109 8.360601 10.368996 2.444190 NA 9.569597 7.955936 9.693297 10.029146 11.308370 11.377506 11.462384 0.444137 9.715647 8.066236 8.919917 11.341651 10.199906 1.444190 9.930013 7.036641 9.659717 9.826808 5.488579 11.083525 11.117935 NA 12.990958 12.457332 10.288105 10.107742 8.264363 10.877769 10.813781 10.418132 10.776679 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 4 3 NA 3 1 1 5 1 2 2 2 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 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 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 0 0 0 0 0 0 0 0 0 0 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 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 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 1.768687e-06 7.629629e-07 0.1456122 11.3718168 10.6873473 8.0743706 6.6159253 10.2658432 11.3346865 -1.4394807 0.8206487 5.7990484 8.6104915 9.8032215 6.3485458 7.2471433 11.0287577 11.9935762 9.5075491 11.1947709 11.9734773 4.3680000 9.6976340 10.3226095 9.5823168 10.7743546 8.4463394 8.9093711 9.0783123 8.4928574 9.1161906 12.1732061 8.1111393 4.7305693 -1.4394807 NA 10.3420025 9.8552636 5.9784954 7.8757923 5.5264257 10.2044990 9.4006340 9.7584737 8.0584945 3.2610794 11.1399588 9.4147320 8.5379227 10.4340869 8.7217746 10.5567631 1.1456122 7.8344382 11.2796037 3.0200754 11.1307357 10.0343486 8.4123920 2.8085704 9.8425091 10.2170767 9.5281861 8.1881769 8.7918639 4.0524941 9.8598508 9.2953525 10.5687212 2.7305747 6.2471433 9.2365998 1.7305747 10.2949290 9.4263761 6.1152310 13.3303061 13.4205173 9.5634579 10.8695507 9.7870550 15.0095496 -1.4394807 8.2697265 10.1352364 4.9869069 7.7001942 7.2365998 7.8848232 2.0200577 11.3962985 9.9863832 10.4577320 9.8814433 3.4675273 3.5148418 9.3871913 9.5199202 7.7749616 8.4217299 9.9534969 9.9848091 6.9400211 13.2223653 5.3288257 NA -1.4394807 10.3358415 8.2152787 9.6540604 10.8629961 -1.4394807 2.4675403 10.7084837 8.7467572 9.8667842 8.4139524 11.6319376 7.9486598 -1.4394807 8.6665514 0.5606171 11.3526196 7.9291495 9.8489321 5.2188548 10.5546426 7.0998012 8.1512297 11.0087591 9.0968901 3.1456122 7.2576104 5.3021106 9.2410024 0.5606171 NA 8.2610827 10.2778909 10.4049563 8.8344385 11.2705882 9.3146952 9.9481217 6.8460444 9.6678598 8.2295278 9.2321839 3.9181954 10.5895849 2.2610794 NA 8.2383627 13.3047934 6.8460444 9.5606427 11.4421392 8.7882586 3.9869115 6.1228860 8.7725310 11.4832272 10.9201179 11.7690296 11.4657816 11.0797876 9.4077001 8.8518134 11.8414136 10.4630179 8.9763845 2.8085704 3.6481088 -1.4394807 NA 10.5108342 10.8150810 10.2671389 7.6924997 8.9734032 7.7380625 6.4854558 8.2453916 9.4645247 11.2015656 10.2528223 8.9679107 6.5885482 11.9183323 11.2838771 10.8862294 8.5318848 3.8221693 9.7027498 10.1540339 11.1005286 8.8814435 11.1612526 9.6064024 9.4100478 10.4221174 4.7504672 8.3982708 7.9115819 9.0149422 11.2576104 7.2857018 8.3983812 3.8460419 11.0792960 8.7479949 11.8818663 8.4809957 9.9329638 9.9291494 11.8856671 10.0920242 7.3998470 NA 9.1771918 7.6321053 9.5843971 8.3679978 10.7661582 8.7430373 7.6077668 10.6304282 9.5457732 3.4675273 6.5995618 4.1456041 4.9700345 4.2610794 3.7700996 11.2599984 5.8735253 6.9529602 9.9366543 7.3673536 2.3679860 11.1101868 10.1931837 11.4682846 11.7444333 9.8489321 9.3904846 6.0256379 10.9335079 11.3294474 10.5833574 9.9099240 11.7431923 0.1456122 7.9636550 2.1456122 10.2383625 10.7966570 8.7700963 9.0343486 13.7689153 14.1039466 -0.4392850 11.5080971 10.6274047 NA 4.4634394 8.1624135 1.1456122 -1.4394807 8.3288270 8.2044993 13.6202408 9.6989145 8.6599905 9.0959181 9.8303539 12.4647129 8.8414137 9.0254029 11.7388408 1.1456122 4.3680000 9.7541681 9.5422101 8.2885634 5.7603141 11.6215076 9.8915597 10.9018837 10.1866849 9.6665514 10.6808807 7.2645468 5.2296687 9.8448885 0.0060993 0.0060993 -0.4113200 0.0011658 0.4036700 0.4020900 -0.0029912 0.0032475 -0.1212900 -0.0977050 -0.0977050 1.9029000 0.0341710 0.0134100 0.0060993 0.0120140 -0.4112300 -0.4112300 -0.4053600 -0.4053600 -0.4053600 0.0011658 -0.4191100 -0.0116930 -0.4164700 -0.8354800 0.0141070 -0.0079682 -0.4123400 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 -0.106 -0.106 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 -0.106 -0.106 9.774962 11.816114 11.125507 9.940563 9.709755 8.910477 5.891560 3.315537 7.850478 4.882570 13.192616 8.340034 8.900493 6.105529 8.462671 9.311350 11.628245 6.725550 11.403779 10.281315 8.646779 9.354791 9.114464 7.506087 6.940021 10.447482 11.743192 10.5343401 10.5704715 0.1456122 8.9551056 7.9700340 10.1586953 10.1512298 12.3399518 9.4440498 10.0644686 8.4447217 10.5784952 8.1399585 7.6267319 8.6374585 5.3288257 8.1418435 8.3887793 9.9832332 13.0321275 10.3075770 12.2901573 6.7882589 7.9269648 10.5930330 14.6222672 12.3002125 13.6005472 11.6451191 1.1456122 10.4618868 10.7179898 11.0246780 9.4037788 8.9679107 9.8020302 10.0154562 10.9275114 11.5493275 7.3712147 6.5436366 13.1730005 11.1776511 9.4333177 8.2903654 10.0464721 1.5606660 10.2680019 0.1456122 12.4972808 11.6540406 11.3994528 11.028758 9.582317 6.679584 6.342002 9.454703 8.994228 3.368000 12.888149 1.560666 12.380323 13.076158 8.680881 8.832048 10.245391 4.827428 -1.439481 9.899936 7.532186 9.258479 9.627405 10.717990 11.977836 11.107537 1.730575 10.073877 6.455460 9.047478 11.018793 10.439843 3.808570 10.189544 7.452427 7.942186 10.267139 6.784644 11.257610 11.518833 NA 13.029076 11.720041 9.743037 10.630428 7.092025 10.160556 10.131921 11.477159 10.281635 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 3 1 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.1166309 11.5879764 10.3935397 8.1128779 6.7890654 9.6512670 7.0936521 0.5316684 2.3554392 4.9911091 8.9378822 7.3325773 4.7604977 7.2899008 11.1630818 12.1504070 10.8947170 10.7905378 12.5853487 3.6609628 8.0275323 8.5774371 10.0527870 10.8442767 8.4931269 8.1053245 6.2041035 7.4771212 9.9437179 15.8484391 8.7357960 6.8715270 -1.4683316 NA 10.1569296 9.0824242 5.6297092 8.3228403 2.7015934 13.1092242 9.5075253 9.7920089 5.3260915 2.9911000 11.1509803 8.0493465 8.4475569 10.6852294 5.0235304 10.2969635 3.9239953 8.3293389 11.1445458 3.4858776 11.7549249 9.9196946 7.5484859 NA 10.0170035 11.1922728 8.8979997 8.3244677 5.1315895 4.4858712 9.8456941 8.8422900 10.3138566 2.6191313 5.7890641 10.2718798 7.8216962 10.3693053 6.7700824 2.5316684 11.9455380 10.8690205 8.8089648 11.0896196 10.1996759 16.7516116 5.1015324 8.1109932 10.9519008 4.6814268 6.9153811 7.2899008 6.1537283 1.7143554 11.4287665 10.6667453 10.8069289 8.5498774 4.4858712 1.3390233 9.4952960 9.4564900 8.0996334 9.7682895 9.9505840 10.2290793 6.5089578 13.1250101 8.1518974 NA 1.1166309 10.3892696 8.0650073 9.1773358 10.6161536 NA NA 7.6375856 8.0394718 10.5287086 8.2407613 10.9394762 8.0493465 -0.4683316 6.5977665 3.1166475 9.7884758 7.0355029 9.0986827 2.3390233 10.3163122 8.5788014 7.8490898 9.6024691 9.0698662 3.2321235 7.6940688 6.0473770 8.4066587 1.1166309 NA 8.8262981 9.9725465 10.2164260 8.8112880 9.7730647 9.1287989 9.8519138 3.8170809 9.4475567 9.7949465 11.5540781 3.3896632 10.6366037 3.6609628 0.5316684 7.9849482 14.2653018 8.2476394 9.1138192 11.3732417 8.6349653 4.1755326 7.2629968 10.8784681 10.9888017 11.4099199 11.1406252 11.4050561 10.6721876 8.1371566 9.2798703 6.8400163 10.1601229 10.3404686 2.8535965 3.9911091 -1.4683316 1.8535965 10.2398991 10.3962505 9.0929653 7.6428127 8.4679177 9.6171499 4.6609628 7.8848244 6.2390371 12.2101675 10.2429141 8.8704137 5.6814240 11.8211199 13.2705085 11.4255477 9.1601228 5.4525658 10.0374889 10.4085779 11.5837359 8.7724687 10.6418344 10.0829049 9.3089326 8.8434255 0.8535965 8.8547322 6.2731447 6.9196952 10.7168625 11.8746312 9.3295578 2.9239858 11.7386917 7.4887793 10.8228480 8.8625943 9.6833282 9.6788823 11.2290794 10.7334950 8.0532775 -1.4683316 7.2251640 7.3195800 10.9769509 9.3989561 10.9289696 8.9153817 8.5651002 9.9431883 9.5491817 -0.4683316 3.2865707 1.8535965 2.6191313 3.7796064 -1.4683316 11.3669383 3.1166475 4.8170809 9.8704137 8.0970461 -0.4683316 11.0965414 10.1786860 11.2236389 10.4249789 9.5443018 8.5075255 6.4654276 10.2054281 10.1208603 10.6858626 9.6725072 10.9381482 0.5316684 9.7313498 0.8535965 9.8569827 9.4683153 9.9962231 9.1582989 12.6828525 13.4273000 3.7796064 12.0446647 10.1496039 0.5316684 2.9239858 9.2216753 -0.4683316 3.5316809 7.5842455 8.1863134 13.6942260 10.5886536 8.3708814 8.4697867 9.5203621 10.4576026 8.0804994 10.0957268 11.0727740 3.5316809 4.2595964 9.9213087 8.5132448 7.8979997 6.3896580 11.8951277 9.3621926 10.8690205 9.6460379 9.1043775 9.5288569 4.3130354 4.2043833 10.4963793 0.036678 0.036678 0.052111 0.040625 0.027731 0.034689 0.714540 -0.041920 -0.123810 -0.123810 -0.123810 -0.170550 0.011084 -0.517320 0.018658 0.000000 -0.520090 -0.533980 -0.533980 -0.511760 -0.511760 0.048132 -0.538640 -0.574160 -0.523260 -0.514950 -0.032702 -0.500500 -0.539570 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 -0.518 0.353 0.000 0.133 0.000 0.000 -0.512 0.000 0.000 0.000 0.000 0.000 -0.541 -0.541 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 -0.518 0.353 0.000 0.133 0.000 0.000 -0.512 0.000 0.000 0.000 0.000 0.000 -0.541 -0.541 0.000 0.000 -0.556 0.159 -0.525 -0.525 -0.124 -0.124 8.607156 13.238605 9.389658 9.907260 9.034509 11.884548 7.175534 5.414322 7.791397 5.760495 12.390435 9.249225 12.896017 10.039601 7.233538 8.428010 11.027532 4.554042 10.242053 11.009689 7.567851 8.555182 9.606461 7.286565 6.932557 12.455191 12.333285 10.323247 10.290733 5.731349 8.221676 7.186313 10.101058 10.916731 12.205318 6.306465 10.237742 7.915382 10.985462 7.849090 8.437064 9.566476 7.011458 5.086266 6.420420 9.042442 12.833816 9.356636 13.520140 7.283623 13.090875 10.955319 16.358238 11.969689 12.461768 11.325077 4.055239 11.422322 10.359814 12.163423 9.372455 8.870414 9.435559 10.274829 10.780198 12.351953 4.760498 7.605819 13.721040 11.217302 8.891427 6.936819 9.590346 NA 11.063546 NA 13.060803 11.011445 10.758090 11.163082 10.052787 5.880406 7.567851 9.488054 8.329339 6.608493 12.074441 2.116631 13.409537 14.593576 8.551268 7.721428 10.187655 3.232123 NA 8.294890 5.218177 9.662248 9.036496 10.770381 11.947023 8.284894 -1.468332 10.035503 8.240761 8.881511 10.050822 8.739912 1.531668 9.981342 8.675060 6.414320 9.092965 1.991100 10.716862 10.380691 NA 12.181495 13.218834 10.692809 9.943188 7.716553 10.877914 9.979794 10.864808 10.743036 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 5 1 NA 1 2 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.49858633 10.29821691 10.52130431 8.12890014 -1.49858633 9.69673842 6.70378455 -0.49858633 -0.30329392 5.85891844 8.78097669 9.88074460 5.34685763 7.94430972 11.10591937 11.51224388 8.26955031 11.85465087 11.93377758 3.92763102 9.26125436 9.22843584 10.17113701 10.76698119 8.00717756 8.36864483 6.76346071 8.75993211 9.20699845 9.43136430 7.61495199 5.89368256 0.08637617 NA 10.07074714 9.51538663 5.64091876 7.34998886 3.08632521 8.41724536 9.59412340 10.78329622 8.67003832 2.50136271 10.68376048 9.58085098 5.45556395 10.84121617 4.47864829 10.47470474 0.50141367 7.47003327 11.49040582 2.20179067 10.63803690 9.57081601 8.63579247 -1.49858633 10.84343808 10.02580012 9.04729599 7.79138497 5.64091876 -0.49858633 9.12707504 8.43358085 10.58949189 0.82326023 6.13072293 8.40223314 3.54575837 11.00345207 9.30226604 4.99322147 11.44037779 14.26887820 9.64474930 10.44607826 9.75816457 15.89448844 NA 8.43800418 9.66186786 4.71081745 7.44094556 7.77516185 5.21561259 2.10423600 11.52147800 10.73468625 10.95154642 10.44497986 5.85009430 0.08637617 9.77807220 7.75875422 7.79368784 9.50277433 9.94948241 10.35662396 6.94430913 13.43570206 1.50136271 0.82326023 3.67129337 10.26872304 8.02884317 9.18260466 10.23310949 1.50136271 NA 9.84455184 7.66123725 10.69987571 6.64602437 10.71568526 7.78676819 NA 1.50136271 NA 12.05475546 8.08820574 9.62807055 3.30872491 10.32831185 7.72536762 7.47291012 11.72476460 10.12524762 3.25625587 6.54028460 2.82330100 9.37096001 0.08637617 NA 7.80970511 9.49217927 10.20958788 8.68748032 11.20462090 9.45846813 10.06169899 2.96078969 9.64027784 8.26457865 9.92662927 2.50675426 9.99422076 5.96079664 NA 8.37481041 13.22299943 1.08630822 8.05595481 12.17588951 8.43505680 3.40826350 6.80514668 10.44607826 11.49129279 9.52858109 11.36593925 11.68542791 10.47506350 9.48079141 7.71811225 10.86276171 10.76815272 8.59339635 2.50136271 3.78676362 NA -1.49858633 8.96693250 10.75639470 9.83787278 7.90650763 9.16411473 14.28492718 6.40825670 10.00419799 5.53478999 11.57349879 10.46245401 9.78503341 6.22928605 11.88938345 11.87749155 10.52546698 8.34756158 4.22928797 9.88399021 10.11561593 11.21732815 8.23268522 11.31874960 9.74741795 8.72295333 10.33820555 3.14522094 6.37173135 6.64091731 8.35623450 11.24346505 12.99344655 9.07711346 3.40826350 11.63707544 9.59280160 11.40562446 7.40223272 9.89368362 10.43616278 12.20397178 9.39239041 5.83228244 -1.49858633 8.80856686 7.95874699 8.92972621 8.72174450 10.45844640 8.52650589 7.07879447 10.37941703 8.42320711 1.30871035 8.76815256 5.63065009 2.30871035 4.60989086 -0.49858633 11.15107142 6.95669327 5.68127496 9.01309903 7.17184531 -1.49858633 10.73258737 10.49253371 11.52650574 11.56087962 8.31994844 10.25452436 5.71820817 10.75018323 11.26955048 10.50699073 10.09101733 11.27491751 NA 7.48435971 1.50136271 10.11146826 9.55529199 8.81084248 9.49571954 13.49792792 15.09399839 -0.49858633 11.47989791 9.45991886 NA 3.82329080 8.44088660 -0.49858633 NA 8.44534599 7.41724578 14.75810928 11.17291387 9.53821978 9.92343089 10.28763574 11.54661390 7.96693279 8.85466739 11.37788313 1.96080823 3.40826350 9.15152044 10.02541811 7.52650550 3.99322147 11.39864441 10.34410934 10.96820735 10.02251998 7.71568543 11.03761339 7.67129125 5.27694325 9.57349875 0.00000000 0.00000000 0.02882700 -0.68697000 0.68149000 -0.00362850 0.00097064 -0.00083160 -0.06262900 -0.06646000 -0.06646000 -0.06436100 0.00000000 0.00000000 0.00000000 0.00624810 -0.70648000 -0.70648000 -0.70648000 -0.67720000 -0.67720000 -0.68697000 -0.71419000 0.00097064 0.00541390 0.00541390 -0.00083160 0.01266900 -0.13923000 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 10.601700 11.210881 12.058710 10.225027 9.417992 11.868508 3.545758 1.308710 6.744541 3.455557 12.289677 7.692401 8.808567 7.221063 8.667240 9.414255 11.794838 7.212172 11.020019 7.891535 8.740965 8.726525 8.788571 8.707159 7.720535 10.665959 14.358181 10.3678724 10.7605209 -0.4985863 9.2876357 8.4291443 10.5596962 9.8445518 11.8423289 9.4209743 9.5244275 8.5835153 9.9684622 6.4380034 7.7540317 8.2745054 4.9443103 4.6511149 8.5097948 9.7325874 13.8768129 10.5600344 12.7017284 6.8074283 11.0676581 11.1327706 15.9536396 12.1544351 13.6073974 11.3251314 2.6712934 11.0917193 11.2501880 10.4555625 9.1834830 9.7850334 9.4750636 9.9260574 10.5327227 11.7194737 3.0863252 4.6306501 13.2875495 11.3139446 9.3878248 7.2018063 9.4822199 1.0863082 11.7250662 NA 12.5192185 11.6386680 11.1839219 11.1059194 10.1711370 6.4497330 7.5620623 9.2044046 9.6151084 5.4438818 12.9572925 1.5013627 13.7351731 11.6433136 8.3976986 9.1000515 9.8958288 6.6460244 0.5014137 9.4217190 7.7421578 9.5634123 9.6138057 10.4246936 11.4442472 10.0966236 0.8232602 10.0448814 8.0844491 8.6712912 11.0970899 10.6111968 2.5013627 9.5954438 3.4082635 7.5347892 9.8378728 3.9932215 11.2434651 11.1675902 NA 12.5394278 12.3387970 10.3682587 10.3794170 7.3087213 9.9312960 10.4932422 12.0935055 10.8858612 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 6 1 NA 4 2 2 3 2 3 NA NA 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.317845e-06 4.855218e-07 0.51197398 10.09758775 9.85036423 8.49878938 4.70839695 10.44125761 7.15792188 -1.07308969 0.23731897 5.79740214 8.37412007 9.62139458 5.57089397 9.19616341 11.01847214 11.33111389 10.30533161 11.65962817 11.92227390 4.92703835 8.76938695 9.47103521 10.14560002 10.69976364 8.06914361 9.36166485 7.84121271 8.55091836 9.02769897 11.20199718 7.92926078 6.54174713 NA -0.07293793 10.30478948 9.89498339 4.80968197 7.41085241 3.01449813 8.38851633 9.59680771 9.68941868 8.65495711 3.09695334 10.64299870 8.67858077 10.13160787 10.88341287 5.75992546 10.18560270 0.51197398 7.31505444 11.51082468 1.92702413 11.32524597 9.70511379 8.44863711 -1.07308969 10.82366053 10.56073587 8.47006866 8.14620512 7.51575108 0.51197398 9.48641391 8.85333264 10.53990527 0.92706207 6.26688584 8.37412007 4.01449813 10.90538971 8.60122889 4.80968197 12.33605237 14.50520300 9.75119991 10.49118620 9.36478886 15.55891006 NA 8.40479500 10.19206566 4.97142859 7.86955128 8.06658813 6.91572166 3.87937250 11.46328394 10.91181118 9.81425736 10.03621442 5.80967939 0.92706207 9.63094035 8.56184773 7.75992679 9.51387659 10.05696361 10.38082175 6.68858742 13.58485758 -1.07308969 NA 6.86367461 10.24218626 8.15585546 9.38544333 11.30478954 3.45060423 2.51199927 9.00652160 8.69687470 9.92779026 7.08690793 10.78190513 7.69522133 NA 3.31935781 0.51197398 12.28045926 8.16544168 9.71575509 4.41889156 9.82412581 8.10196254 7.64471290 10.85814360 8.91003045 0.51197398 8.15585546 4.38646609 9.16782806 NA NA 7.86661625 9.55912314 11.46595315 8.52322633 10.61353727 9.37205166 10.11129219 3.88123390 10.27077770 8.88703871 9.78432583 2.73439531 10.17615021 6.55639263 NA 9.24670878 13.82445680 5.33642622 5.11685960 11.93599049 8.32364163 5.79740214 6.93826344 11.57831268 11.32658167 10.00518760 11.20635715 11.36844551 10.43235210 9.27133253 8.58524838 11.05567553 10.68108913 8.83721477 5.35330212 2.09697021 -1.07308969 -1.07308969 9.28898047 10.56773357 9.21935829 7.90717610 9.66926191 11.82544917 6.87540411 10.40530073 6.23081784 11.65984011 10.31881731 8.73760835 5.36997940 11.69873253 12.05728553 11.43284826 8.48927920 1.63189586 9.80278614 9.93125726 11.03686738 8.94662736 11.07805325 10.26966706 8.64642550 10.14681023 -1.07308969 8.27133276 7.05115781 9.85407390 11.18147487 10.30264098 9.19608151 4.01449813 11.44716430 9.43185567 11.02506881 7.87540411 10.14074850 10.03947621 12.28692353 9.44961832 6.47393137 NA 8.75992679 7.42688280 9.78579475 8.48162549 10.69502667 8.50068376 7.63439578 10.27465805 8.68025332 3.38646609 8.67355112 4.01449813 8.61463992 3.87890187 3.01449813 10.80393736 5.36997940 6.07678354 9.62327411 6.36923439 -0.07293793 10.78190513 10.38030737 11.44790092 11.90252650 8.42289187 9.76781467 6.52843536 10.65112418 11.41788758 10.39921981 9.68525987 11.74302038 NA 7.94940478 0.92706207 9.86293842 9.40175674 8.67522951 9.06786643 12.84701732 14.01483103 5.73439260 10.60739625 9.93406397 -1.07308969 5.01449813 9.19269868 -0.07293793 NA 8.28458862 8.24444947 14.02231011 10.74764654 8.48162549 9.72307641 10.21301683 11.59370456 8.25346602 9.20600872 11.43631688 1.92702413 -0.07293793 9.31505398 9.54633965 7.97960468 5.86955066 11.20170608 10.37308613 10.70305847 9.70675604 7.06658759 10.94766952 8.11686116 5.49597971 10.19265172 0.0018519 -0.0048619 -0.7028100 -0.0019482 0.7006300 0.6467600 -0.0062370 -0.0133700 -0.2033600 0.0054055 0.0054055 -0.0030559 -0.0055459 0.0018519 -0.0048619 0.0000000 -0.7782900 -0.6996600 -0.7286300 -0.7071100 -0.7071100 -0.0019482 -0.0156430 -0.0370430 0.0033215 0.0033215 -0.0048044 -0.0106480 -0.0165750 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 9.401757 11.143783 12.031635 9.846645 9.318280 12.101650 3.174966 2.248960 7.918559 1.248960 11.961836 7.841093 7.288980 6.825245 8.607185 9.021114 12.164994 7.151039 10.827149 8.686925 8.860727 8.851909 9.583506 7.875404 6.821854 10.614412 12.932398 10.015162 10.555938 NA 9.343834 8.288980 10.182655 9.697701 11.573595 8.795859 9.405806 8.104456 9.707577 7.845900 8.808151 8.744020 4.949404 5.960461 8.155855 9.685260 12.498078 10.266887 12.547371 6.600594 9.184425 10.723076 15.755991 12.271471 14.132639 11.274935 0.511974 11.144086 10.067866 10.526950 8.755173 8.737608 10.141963 9.498789 10.007854 11.190596 4.248967 6.549088 14.128311 11.010848 8.198500 7.430862 9.892100 -1.073090 11.372828 NA 12.282112 11.583006 11.109121 11.018472 10.145600 6.949404 8.827903 8.656658 8.602994 4.599461 12.386922 1.248960 13.709625 12.721351 8.570893 9.676001 9.741619 4.248967 NA 8.901451 7.734392 8.721453 10.111292 10.538523 11.135881 10.487370 0.511974 9.592373 6.045978 8.639564 11.988070 10.430366 1.734395 9.834679 11.006522 7.872480 9.219358 4.627478 11.181475 11.110982 NA 12.961062 11.329782 10.127322 10.274658 7.563662 9.785795 10.275765 12.279668 10.001426 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 1 NA 3 1 3 1 2 3 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 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.144444e-06 3.468013e-07 -1.05319429 10.49185310 9.41957955 9.50243643 9.95601744 9.88720233 8.36792272 NA 2.21291169 5.68835663 8.10676026 10.23055585 5.80486929 8.71507311 11.31648598 11.65230507 8.83258499 11.73825506 11.99843751 3.26882361 10.44673460 9.01028388 10.40836806 10.65165690 9.01835098 9.46061623 7.89525596 8.87170106 9.25863693 13.55167352 7.88520400 7.17570722 -1.05319429 NA 10.36315837 9.86947309 5.53185240 7.53560354 4.26881613 8.27780533 9.60599261 9.88205378 7.40221566 2.85377613 11.57077015 9.36157384 8.90253852 11.52691164 3.85377613 10.75946713 0.94688055 7.92702828 11.59995765 3.11681387 12.38190774 10.27106927 8.28896340 2.85377613 10.71295373 10.42425732 8.77661134 8.05541314 5.53185240 0.53186800 9.81802384 8.85678188 9.78451658 0.94688055 6.90108531 9.13300295 2.11679723 10.70968593 12.34803485 4.70177637 12.13298277 9.96647935 9.81107488 10.74373946 10.35362511 15.86454045 0.94688055 8.61400010 9.63950423 5.19481594 7.57988385 8.05802420 6.99128261 2.26882361 11.08771841 10.89233251 10.03036795 8.59074497 2.94688055 NA 9.53560335 8.73479124 8.14410553 9.69508158 9.88352658 10.05737202 6.88940296 13.06963578 2.85377613 NA 5.82953248 10.14226089 7.77661134 9.33490588 10.56802479 0.94688055 0.53186800 9.63863212 8.06323274 10.60776260 9.05541314 9.95391589 7.58713393 -1.05319429 8.63513911 1.94688055 10.80564675 7.96090898 10.05867637 6.04492083 10.63688667 7.96647950 7.69508140 10.21015785 9.24952759 4.03434779 7.54680188 3.75424616 9.23690752 -0.05304461 NA 8.70344509 9.16120773 10.56113842 8.21601535 9.80253575 9.64124652 10.00690907 3.03435660 10.05410570 9.13424071 8.70356171 4.59074572 10.35733998 4.07617426 -1.05319429 8.24838493 13.83463287 3.75424616 5.07616998 11.07036343 8.36895339 4.40631897 6.69508210 10.68961917 11.59973366 9.97755584 11.10518279 11.23514341 10.21250368 10.17570735 8.90544146 9.29561674 10.70052329 8.68393326 6.64732890 1.75424616 0.53186800 NA 10.19184711 10.12866214 10.07165623 7.60866659 10.05622964 7.59434700 10.17089036 9.06323274 5.50147736 11.91249262 9.65511046 9.36051660 5.80486929 11.54981946 12.69612961 10.58577707 8.50117041 3.94688990 9.31539505 9.93982704 10.81532541 9.07617158 10.98477873 10.04689385 9.23805931 7.64037582 3.03435660 8.46848924 7.46652516 8.85828070 11.49931763 9.51778787 8.07243116 3.53185552 11.12835153 9.11179556 11.13269328 9.21133130 9.93344178 9.88499804 11.93823333 9.15877705 8.05279734 -0.05304461 9.13794789 7.62636904 10.03766267 8.71837807 10.58577707 8.44872589 8.14656104 10.63251352 7.03435109 0.53186800 6.99673672 3.99128147 4.30443803 3.70177082 1.75424616 10.58622937 7.35203018 6.41449413 11.25892072 7.05091085 -1.05319429 10.89744458 10.29838006 11.38099562 11.43523093 8.68666930 9.42363489 5.55199889 10.77898748 11.45145939 10.08707931 9.89817343 11.84246396 -0.05304461 7.92702828 1.53186800 9.93486322 9.54307843 8.54680149 8.97893435 13.04755100 14.20132681 6.34776840 10.96369693 9.87392590 NA 4.43873863 9.00352634 1.94688055 NA 8.34776796 8.09154699 14.60317386 11.07198886 9.48507758 9.89086859 9.43673652 11.87374058 8.89671536 9.09008065 10.73029622 3.94688990 3.26882361 8.73315840 9.36895339 7.74454998 8.79707558 10.87873423 10.57351030 10.47583109 10.32046617 8.54307823 12.01633843 7.83258499 5.77673832 9.70177619 0.0119580 0.0119580 0.0172640 -0.0030475 -0.0010612 -0.0011087 -0.0012473 -0.0171160 -0.0127130 -0.0127130 -0.0127130 -0.0127130 0.0119580 0.0119580 0.0119580 -0.5378400 -0.5531700 -0.5430000 -0.5430000 -0.5430000 -0.5430000 -0.0030475 0.0200630 -0.0171000 -0.0838480 -0.0838480 0.0024008 -0.0033243 -0.0037395 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.365795 11.214553 8.938410 9.926314 9.923453 11.173000 6.044921 1.946881 7.414494 6.055413 12.632185 8.676221 10.062583 10.210475 8.723799 9.110538 11.406832 6.929882 10.922020 10.410413 9.040966 8.470862 9.491206 7.782939 6.847755 11.373153 12.916905 10.92738531 10.82340562 -0.05304461 9.14164558 8.13918142 10.19837112 9.66113426 11.29035200 9.34883480 9.86575183 8.11681387 9.89233243 6.72167615 8.58351344 9.13671331 5.74130518 4.75424616 8.99945663 9.41347498 12.80302235 10.43372365 12.05279717 7.18275883 11.88848653 10.08452022 15.71996346 12.29851811 13.21842464 11.29561679 2.53184305 11.12181432 9.02770616 11.47680720 9.06323274 9.36051660 9.56159860 9.80564683 11.43673663 11.32301405 4.59074572 5.59074572 14.26278118 10.69926931 9.97410350 6.73479090 10.33598216 1.26879368 11.59524624 NA 12.46246531 11.70009704 11.17750961 11.31648598 10.40836806 6.87762647 4.67481089 8.64559323 9.14287595 6.85377988 12.82500089 2.64733754 13.05508639 12.88361860 8.86276814 9.56797888 9.42666899 5.35628117 NA 9.43773959 8.16363458 9.20073606 10.26543150 10.60018165 11.98752087 10.74211664 1.26879368 9.83410930 7.30883228 9.01163149 11.58396631 10.23978539 2.85377613 9.97272036 6.24151035 10.47143034 10.07165623 6.24151035 11.49931763 10.95146031 -0.05304461 12.94221417 11.84700072 10.09980724 10.63251352 7.88057962 10.11305177 10.95881470 11.69361711 11.21831960 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 1 NA 4 2 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 9.90396708 7.03549635 NA -0.21792698 5.90133274 8.67206922 9.66959481 5.05333728 7.76656866 10.83054816 11.86880369 10.98158177 11.00237701 11.63987965 4.43767385 9.19428704 9.25991365 10.25249183 10.70657717 8.62047168 8.74204664 8.12191629 8.07406759 9.31637047 10.29175698 8.04142261 6.81887101 -1.51663564 NA 10.35307436 9.97132052 6.70264923 7.46932272 3.48348045 9.12553229 9.45717790 9.35384528 7.36917680 3.84103718 11.27789638 8.95617139 9.49750100 11.03350573 6.91393297 10.42709417 -1.51663564 7.73377868 10.95337664 2.65340402 11.30306088 10.06938196 7.75727599 -0.51642926 10.23958230 10.45873377 8.52420867 8.06279631 5.52787418 1.94290855 9.52787457 8.90974521 10.43804037 1.06846445 6.35999723 8.75692654 3.12733613 10.16998098 9.56363178 5.27789551 12.38865877 13.83900366 9.65027128 10.98656083 9.40010645 15.62937285 NA 8.82444329 9.99523321 5.47216605 7.95312203 8.07406759 6.51690395 2.29186873 11.54248689 11.05143655 10.01437454 8.66214531 3.34145922 2.18393109 9.47145493 8.82444329 7.56296512 9.79579633 9.86826419 10.55158696 6.90974551 13.08211462 1.29083722 NA 5.47216605 10.29445373 8.32740174 9.42085437 10.46362011 1.94290855 4.84103214 10.79096593 8.26811527 10.23402415 7.70989301 11.24586254 8.00508105 NA 3.06844725 NA 11.17304177 8.11829171 9.35307425 4.59200248 10.06515181 8.10002941 7.57094329 10.88888789 9.04953466 3.76888300 8.01291109 3.61276531 9.07780511 -0.51642926 NA 8.37678221 9.63956356 10.72635689 8.54011835 10.47109985 9.57491590 9.84761521 2.18393109 9.82555510 6.90554586 9.99572716 4.75494093 10.37336469 7.21140066 NA 9.10736199 13.56891146 2.87579972 9.25579505 11.78569100 8.68437905 3.76888300 7.02263968 11.31834656 11.05475909 10.40606488 11.12169015 11.22457032 10.79409325 9.05807401 8.80766114 12.11215387 10.81831247 8.82213899 4.18392315 0.48346755 -1.51663564 0.48346755 9.99177054 10.71169794 9.88008535 7.84980290 9.41759897 10.48559226 5.90133274 8.72903335 5.86718482 11.40569322 9.76888267 8.88968556 6.34766743 11.67315066 12.23261666 11.21288883 8.75026716 3.73633428 9.87526110 9.91550029 11.28559295 9.19858452 11.13699739 9.61708521 8.92953005 11.80836421 2.39036503 8.26647876 6.61790673 8.86394155 11.14881643 9.36361506 8.51625631 2.65340402 11.29485517 8.59331119 11.34223860 8.83993251 10.05191176 9.68621651 11.71139721 9.62813874 6.61276384 NA 7.99325544 6.99127467 10.26770632 8.90554526 10.73479132 8.68805164 8.23167336 10.22873465 8.60501385 0.06846445 6.93056349 4.15590301 6.46613113 5.97533441 1.29083722 10.92952991 6.54956907 6.39637016 10.07401137 6.68707329 -0.51642926 11.13206281 10.10232482 11.61099127 11.19643732 8.76076784 9.88808993 6.55976099 10.88968549 11.32916655 10.40308874 9.81607662 12.32100989 NA 8.25331852 -1.51663564 10.09127312 9.04572281 9.19083952 9.21734318 13.68583394 13.29560766 1.29083722 10.79806372 9.98183111 0.48346755 4.31358689 8.94006072 0.06846445 3.29083722 8.39487251 7.72665482 14.25373143 10.66526947 8.45502385 9.45142729 9.37754025 11.41236894 8.48348045 9.29308788 11.26688806 2.57094861 0.80537501 9.49400851 9.76541059 7.92227219 4.65340402 11.18565318 9.65965364 10.98506895 10.15369414 7.30365930 10.72128797 7.71229932 5.54406802 10.15325143 0.00000000 0.00000000 -0.48573000 -0.00725970 0.45789000 0.45931000 -0.01193400 -0.00491020 -0.06192500 -0.01951500 -0.01951500 -0.06085600 0.00529860 0.00257140 0.00000000 0.00104510 -0.49767000 -0.48191000 -0.48771000 -0.48012000 -0.48012000 -0.00725970 -0.00573980 -0.03763100 0.00049038 0.00049038 -0.00491020 -0.00946850 -0.48863000 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 -0.480 -0.480 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 -0.480 -0.480 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 10.146594 11.693391 13.429610 10.028928 9.476419 11.901465 2.805416 2.875800 7.116476 5.366123 12.351338 8.231002 7.261558 6.458756 8.627680 9.038069 10.937523 6.105531 10.895521 7.411258 8.372224 8.864645 9.565902 8.141692 7.303659 10.833867 13.335473 10.202013 10.515526 -1.516636 9.106448 8.211401 10.403089 10.222839 12.058311 8.961239 9.822774 8.111015 9.534689 7.527875 7.497501 9.033265 6.341461 3.805406 9.462191 10.111014 12.781328 9.782689 13.067738 7.154456 7.886492 10.610185 15.938760 11.794519 13.641854 11.291238 1.653427 10.837730 9.040944 10.855257 9.247523 8.889686 10.164280 9.569617 10.996221 11.371080 4.731406 5.038067 13.574439 11.477127 9.482071 6.183921 9.161200 NA 11.404578 NA 12.679083 11.653859 11.063032 10.830548 10.252492 6.805409 8.503071 9.345343 9.146149 6.892872 12.576357 2.390365 14.233455 12.774507 8.558960 9.652071 9.899222 3.341459 0.805375 9.170856 7.798630 8.941887 10.065623 11.042619 11.841170 10.359614 1.483468 9.621112 5.328969 8.927460 11.502724 10.035189 2.183931 10.094044 10.025061 7.610185 9.880085 3.238374 11.148816 11.543501 NA 12.669285 11.657314 10.434036 10.228735 7.907647 10.018756 10.331712 11.863785 9.896479 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 6 3 NA NA NA 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.90400809 10.58515118 9.57204494 9.16054763 1.09578942 10.12991612 9.22017176 -0.90427808 1.87715527 4.95378671 8.22508787 9.85860225 5.53874921 8.06014577 10.86997432 11.98007087 9.76999714 11.11938607 12.07075723 6.21474652 9.29056171 9.52206968 10.38467098 10.19876485 8.54081967 8.93185529 8.02210089 8.23791213 9.08235798 12.14984535 8.12895271 6.23023184 -0.90427808 -0.90427808 10.35848714 10.05870099 5.17261952 7.97078637 3.68076318 8.99516197 9.97615381 11.02228624 8.97538830 2.73965371 11.48234110 9.48004898 10.39672946 11.12612721 3.22508980 10.88248295 -0.31922557 8.79190326 11.12146365 3.73966451 12.00278946 10.20498262 8.73333536 0.41770402 10.98347684 10.49915785 9.56786103 8.18724022 7.64462710 1.68077443 9.67276158 8.26823226 10.54314650 1.41775802 6.77879994 9.27982482 0.09585692 10.87388208 10.96385577 6.07308542 11.60783424 13.62462531 9.39444040 10.82202312 10.60483766 16.23787710 -0.90427808 8.53459664 10.14939148 5.10703081 7.41095414 8.51260261 6.97232159 3.36296076 11.21685272 10.78383664 9.73016220 9.26635601 2.48812935 0.41770402 9.82074508 8.06303099 8.31739226 9.16659670 9.89387167 10.92473480 6.66945203 14.17034367 1.68077443 NA 3.87716509 10.75669225 7.56748004 8.60062398 11.17928431 4.66565995 5.62718657 9.11400516 8.71785666 11.23111664 7.09861957 10.45802277 8.55113222 NA 5.81004973 2.90315399 12.64528882 8.30525830 10.66708359 3.04999662 9.48973158 8.43787980 7.40868809 10.86626239 8.88452313 2.09578942 7.88207442 4.57153727 9.09439549 4.68076880 NA 8.26823226 9.62181507 10.45363188 8.70313532 10.87859845 9.43621140 10.44895173 3.38120030 9.98150135 8.98073853 10.29288951 2.65958211 9.62864785 6.20954694 NA 7.95223046 13.92960921 4.07308328 10.28994613 11.97088233 8.59863691 4.00269352 7.04124846 11.31950504 10.69036279 9.77176197 10.58037616 11.91402262 10.70151596 9.35378200 8.01466828 8.31376282 10.77726304 8.87166225 5.85069193 0.09585692 0.09585692 0.09585692 9.70498363 11.10283224 9.19186117 7.59565060 9.61594242 8.88043973 7.31012377 9.68217560 5.55523638 11.84095404 10.37541548 8.44121039 6.46212759 11.58515118 12.29999399 11.23135392 8.88837553 2.85602955 9.96924908 10.09897150 11.39915763 8.77176214 9.85402823 9.81390959 9.38639991 8.38697558 1.41775802 9.06303126 6.82031939 8.53563581 10.69780778 11.06451496 9.54261423 3.95378671 11.21685272 8.93185529 10.49026767 7.38582358 9.92394143 10.75222985 12.40158173 9.89427680 7.54907537 -0.90427808 8.88043973 7.02061776 9.78754853 8.68826185 10.53964981 8.92473473 7.74326317 9.71922931 7.71051511 3.14020604 9.34195173 4.85069443 3.40396299 3.61936605 1.79622395 10.74168851 5.26572943 6.97232159 10.93704890 6.04107429 1.09578942 10.75066470 10.60607462 10.86729442 11.73830797 8.66566066 8.86646881 5.95608454 10.87552429 11.84483634 10.53459684 10.01838937 10.58740756 2.61936605 8.46321986 -0.31922557 10.09051195 9.74416261 9.05508256 9.07308488 13.25709432 13.63935038 1.79622395 11.13695069 10.70082141 -0.31922557 4.17965436 9.36733218 0.90319256 NA 6.66945203 7.35554843 14.09734509 10.76316937 7.77528500 9.05000125 10.57204485 11.52730257 8.30525830 9.14025360 11.06537137 2.90315399 0.68077443 9.63738564 9.70775185 8.24428153 4.90315881 11.33644726 9.62034667 11.23902874 9.99509765 7.70682959 11.13489538 6.98150107 4.83619178 9.92750806 -0.018353 -0.018353 0.284380 -0.027808 0.281050 0.248520 0.283110 -0.037956 0.089286 0.105370 0.049150 0.071248 -0.018353 -0.018353 -0.046723 0.000000 -0.350420 -0.350420 -0.350420 -0.350420 0.284380 -0.027808 -0.012851 -0.379610 -0.342280 -0.342280 -0.037956 0.280740 0.283430 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 -0.094 0.273 -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 -0.094 0.273 -0.342 -0.342 0.000 0.000 10.281919 11.782524 6.385824 10.727209 9.406418 11.698736 4.095806 2.265737 7.112614 3.680763 12.736784 8.619024 9.564429 8.249420 8.568100 9.029496 11.319354 7.728800 10.396443 10.890018 8.695718 9.003034 9.922262 7.818612 7.288097 11.507713 13.409078 9.25504557 10.33510514 0.09585692 8.59664672 6.68076739 9.90717971 10.65804738 11.38582380 8.90798212 9.72925433 6.51786934 10.09298449 7.16726760 9.32702622 9.56697208 6.31012377 6.59963022 9.12440181 8.89832144 13.27621921 10.36141999 12.35503328 7.05453160 9.20889592 11.22750115 16.02932273 11.42854086 13.66474078 10.55702863 2.18326418 11.33137045 10.27384722 10.31890169 8.64847407 8.44121039 9.52730262 9.92195620 10.52965114 11.67500186 4.78230371 6.56748004 14.56733094 10.94852953 9.04927381 8.05290709 10.11990575 NA 11.24951532 -0.90427808 12.54830361 10.93731423 10.85423640 10.869974 10.384671 5.479509 8.240463 8.829668 9.028020 5.479509 12.800502 1.680774 13.480926 12.060958 8.219926 9.946429 9.847767 4.877165 -1.904008 8.388127 8.317392 9.106333 9.603550 11.289022 11.648234 11.303887 1.555227 10.081291 5.695718 9.300987 11.400156 9.998557 2.183264 10.282229 8.798843 8.676064 9.191861 4.204329 10.697808 11.231033 -1.904008 12.961587 12.510424 10.521283 9.719229 7.248090 11.122674 10.927310 12.134995 10.355751 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 1 NA 4 1 2 3 2 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 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 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 6 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 1.005724e-06 6.242424e-07 NA 9.863228 9.209329 8.882934 8.264024 10.197012 7.826543 NA 3.700540 4.959167 8.363560 10.100525 3.679063 9.066464 11.257030 11.908910 10.504702 11.186856 12.250001 4.825903 10.077500 8.916101 10.382471 10.496502 9.331138 9.324977 7.379501 9.493758 8.953856 11.233650 8.056582 6.515563 NA NA 10.501063 10.189119 5.653066 7.969739 3.871706 8.071379 9.967104 9.920194 9.268311 3.193630 11.953190 9.526343 6.937796 12.784035 6.742071 10.292719 NA 8.293771 11.511047 1.456648 11.513758 10.554701 8.016365 -0.128314 10.885706 10.546640 9.157109 7.854700 4.264026 NA 10.057821 9.166327 10.740529 -0.128314 7.825903 9.136149 NA 11.202623 8.297971 4.395268 11.187213 11.773705 9.811286 10.300067 9.774082 16.281711 NA 8.331138 10.245659 5.157108 7.515563 8.220435 2.456675 2.193646 11.283747 11.178338 9.873115 9.297971 4.041628 5.157108 9.837491 7.754350 8.147831 8.675837 10.100525 10.403088 6.882934 13.466614 1.871725 -0.128314 4.626597 10.343382 7.948522 8.948522 10.787586 1.871725 -0.128314 8.825903 8.095708 10.543451 6.410865 10.304249 8.051616 -0.128314 1.456648 NA 11.832433 8.572146 9.972369 5.426295 9.133801 7.959170 7.456669 11.035356 9.013814 3.331132 7.932403 4.395268 8.998411 NA NA 7.995828 9.506518 10.588526 8.198136 9.884331 9.414739 10.450079 1.456648 10.148994 8.490092 9.253249 2.456675 9.917466 4.778598 NA 8.391343 13.478806 -0.128314 8.493759 12.265365 8.717197 4.395268 7.297972 10.447246 10.754350 10.075055 10.754350 11.140582 10.444407 9.718764 8.754350 9.710910 10.722675 8.477038 3.456675 -0.128314 NA -0.128314 9.594514 11.434426 9.341348 8.056582 9.884513 9.522758 5.157108 8.896846 4.456668 11.887122 9.802444 8.619899 6.138493 11.215448 11.848987 11.163453 8.933186 3.456675 9.995828 9.972369 11.291667 8.953856 10.464164 9.973682 9.771064 10.251085 NA 6.347441 6.704597 8.297971 11.054101 10.029521 8.689586 3.331132 11.499240 8.735893 10.618221 8.426295 10.225956 10.184590 11.969739 8.790570 6.653066 -0.128314 8.464164 7.031578 10.101727 8.464164 10.664180 8.119634 7.272586 10.031578 8.110112 0.871686 6.246746 5.081161 5.331139 4.193638 1.871725 10.573879 6.766525 6.486417 9.700113 6.625257 -0.128314 11.081769 10.579066 11.404550 11.683081 8.464164 9.131450 5.369958 10.278974 11.060295 10.385434 9.854700 11.704201 0.871686 8.198136 -0.128314 10.079941 9.662870 8.666122 9.375532 12.730076 14.424556 NA 10.504702 10.397227 NA 4.395268 9.051616 NA -0.128314 6.905129 7.742072 14.723748 10.497415 8.547664 9.735893 9.952524 11.047256 8.896846 9.013890 10.639063 2.456675 2.193646 9.253249 9.937796 7.363560 2.679063 11.063999 10.252168 11.319823 9.840373 8.355522 10.953190 7.579065 5.653066 10.126735 0.00848820 0.00680440 0.00388540 -0.01290700 0.51608000 -0.00920330 -0.00747200 -0.01113000 0.00619430 0.00619430 0.00619430 -0.01806800 0.01251600 0.01251600 -0.01009200 -0.00221680 -0.55933000 -0.52685000 0.00388540 0.00388540 0.00388540 -0.00636680 0.01332600 -0.00747200 0.01181800 0.01181800 0.00180300 -0.00788630 -0.00013862 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.062766 11.327548 10.271519 10.000990 9.365562 12.011897 3.193630 2.456675 7.289559 5.395268 11.903752 8.799988 6.766525 7.276593 8.300611 8.929698 12.198136 7.175488 10.315686 7.910625 8.754350 8.139851 9.531435 7.522758 6.814221 10.984146 14.033468 9.579066 10.621576 NA 9.175487 7.331138 10.083595 9.906506 11.067079 9.083595 9.749757 7.306335 8.988051 7.387406 8.561705 9.359547 6.653066 3.778598 7.742072 9.297971 12.947854 10.625759 11.890255 6.787227 9.341348 10.977615 16.058904 12.018275 13.760355 10.933078 3.456675 11.709729 10.271519 10.273653 9.013814 8.619899 9.154795 9.976305 11.581221 11.338283 2.193646 6.175487 13.945863 11.027157 9.565193 7.717197 9.207097 NA 11.362056 -0.128314 12.752438 11.450476 10.828083 11.257030 10.382471 5.871706 7.229258 8.157109 9.122005 4.041628 12.550487 0.871686 14.234267 11.882934 8.482731 9.056879 9.552945 6.653066 NA 9.100525 8.395268 8.940485 9.802444 10.824448 12.663073 10.956515 1.871725 10.629097 7.147831 8.763490 11.463229 10.310498 4.959167 10.354515 7.175488 8.452907 9.341348 4.959167 11.054101 10.829534 -0.128314 12.657772 12.125259 10.340331 10.031578 6.882934 10.435856 12.119041 12.572781 10.600052 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 7 NA NA NA NA 1 6 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.6882644 8.5417282 11.4499795 2.6336404 NA 10.0099783 9.1308331 -1.6882644 NA 2.8966787 8.4740989 7.0121474 2.7040309 7.0430273 10.1489415 10.7292966 3.6692649 9.5495152 12.0592713 4.1696925 6.4965838 9.8479550 11.5484694 12.2344779 8.0665951 8.7843986 3.2659019 6.8430894 9.5808344 4.9410640 8.4697997 -1.6882644 -0.1033019 NA 10.5378188 11.8111800 5.2659057 8.0649243 1.1190905 10.1874571 9.4810064 10.0922475 5.0665973 2.2185952 7.1477585 7.3938563 -0.6882644 6.7793136 2.1190573 8.7242775 -1.6882644 9.5199421 10.7818582 -0.6882644 7.3423752 9.0938868 7.8372287 -1.6882644 11.7283799 10.5906973 9.6221501 8.4004961 1.8966594 -0.1033019 9.1611127 7.0963430 9.6964915 NA 3.1190573 10.2465043 -0.6882644 9.6482143 5.3885236 0.6336637 10.3042354 11.8033103 9.4215383 10.8438201 7.4044646 14.0279377 NA 8.9672384 6.7793136 5.4512606 8.8274075 7.7711395 2.6336404 3.9468805 12.8119272 10.9647767 9.1509115 -0.6882644 3.3117065 -1.6882644 10.0285272 8.8342893 9.8872470 8.5596352 10.9485589 11.0313105 6.3117084 13.5978684 -1.6882644 -1.6882644 4.4614565 11.0054125 8.0293844 9.7045618 10.0582220 NA -1.6882644 5.8739510 -0.6882644 9.6028785 6.8547400 11.5572604 9.1603306 -1.6882644 3.9841336 -0.6882644 12.4985184 8.6659573 10.8452808 1.6336172 12.2946122 7.8450377 7.2004514 10.8910237 9.1350749 0.6336637 7.3642756 5.5211607 10.0636701 NA 2.9555732 8.9474260 10.7155186 11.0786507 9.1912910 12.7634984 9.5369151 10.0430267 5.9116197 10.4264261 7.9428845 8.8547397 3.2185952 9.5332949 6.2305700 NA NA 13.5189890 NA 3.7040198 0.3117356 10.4700018 0.3117356 8.0615769 7.2688096 11.2533056 10.5159732 11.1876490 11.7998592 11.6692597 5.5878330 6.3885236 11.9326148 11.5945066 8.4002045 3.9841336 2.0121396 NA NA 11.5153616 8.3845101 9.7884539 6.9041649 9.3160335 13.9283714 2.1190573 8.2155898 8.4841353 10.1618946 12.0547539 9.5590419 6.5064639 10.0661777 9.8120516 10.0421778 9.5561370 7.7846826 9.3471941 11.5196372 12.8395512 10.1524856 10.1170485 12.0205761 12.1882247 -1.6882644 0.3117356 8.2260928 10.0125808 9.0790644 9.5988429 13.0534575 7.8867361 0.6336637 9.7618879 9.2796545 10.4547720 -1.6882644 10.4509393 11.5133722 11.8386959 10.8115536 4.7210992 NA 7.6200468 7.0665951 9.2789340 8.9618620 11.2312899 9.7458146 7.2918476 10.7798226 8.6017266 -1.6882644 7.1571974 0.8966981 -1.6882644 4.7546524 NA 12.2370767 1.6336172 8.4665260 6.3451302 10.9524814 NA 10.9383294 10.8207404 10.6916275 11.1928217 9.0086751 10.1098555 6.1416841 9.5453275 9.3865183 10.7421603 10.5831708 8.2350353 0.6336637 8.8075626 NA 10.1924392 6.4816332 9.7965306 9.7793132 11.9003052 13.0255775 -1.6882644 6.8739497 10.2461357 NA 5.5866206 6.4563659 -1.6882644 NA 6.9911874 8.4228435 13.6512446 10.9081305 8.1851520 9.6587754 10.0798921 11.0268117 9.5679163 8.9893127 11.9970040 1.4816089 0.6336637 10.5363124 10.1591566 7.1974045 2.2185952 11.4135193 9.7520578 11.8232133 8.7457207 4.4202331 10.2019720 7.6823949 5.8236195 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 7.9060325 12.1687167 -0.6882644 10.1057174 6.4512589 5.2542236 6.1061242 9.9231936 9.5669666 -1.6882644 9.5649644 6.5671606 5.8586027 1.5641830 9.1714365 8.3669901 10.7975370 9.2889876 10.6051794 3.6692649 8.8853550 9.7220371 10.6951042 5.2305719 8.7965306 9.7874411 11.1566096 8.0086751 8.7018768 NA 9.4703174 7.2335487 9.3278196 12.4546125 11.9329583 3.4409921 9.7332467 6.0259523 9.1996898 7.3060608 3.2185952 9.5918985 0.6336637 5.5015315 9.2527553 8.9528563 11.3607054 9.1665761 12.7135872 5.4838351 11.3562726 7.5405264 15.1031886 6.8234602 13.1532721 10.3784697 -1.6882644 9.4633586 9.5132191 9.9410643 9.1540581 9.5590419 9.5235961 9.0095440 8.5393236 12.2338275 -1.6882644 7.4254501 13.3087725 11.3999991 10.4264261 4.3777970 8.5702739 -1.6882644 11.3720659 -1.6882644 11.2836105 10.1378351 10.9953603 10.1489415 11.5484694 5.6245893 6.0930678 8.3506267 8.3991707 3.7379679 12.4902084 3.3561015 14.1304646 6.4665260 8.2230996 8.1478841 11.0722198 -0.1033019 NA 11.5723333 10.5450278 9.8825122 9.8303019 10.4483785 8.2110648 5.6692593 -0.6882644 10.7093823 7.0599003 10.0151788 12.1185594 10.2182226 -0.1033019 7.5453275 2.3117065 11.1396458 9.7884539 9.1782139 9.5988429 10.6103431 NA 11.9025286 13.1172501 10.9241156 10.7798226 2.8966787 11.8727569 9.2904182 10.0703932 8.9972362 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 6 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.3259010 10.8700253 9.7266061 8.8700253 -1.3259010 9.9629041 5.6841455 NA 1.0188478 4.7184329 8.2381874 9.4741290 5.3882825 7.5351253 10.5711271 11.9476879 10.1872721 11.1818301 11.5201160 5.5444019 9.3552764 9.7753571 10.0485341 10.4255820 7.9431647 8.4255822 6.1272267 8.6165525 9.0971538 12.0205518 7.9720774 5.7615007 NA -1.3259010 10.0359818 9.8755494 4.0663562 7.1857902 1.9959548 8.2683628 9.5187438 10.7861517 7.6106757 3.1975981 10.7397907 8.9582839 10.5902907 10.8260059 4.4553996 10.9184018 -1.3259010 8.4255822 11.1316754 3.1975981 11.6666224 10.3411495 7.6712176 0.2589410 10.9589344 10.2771358 9.4185943 7.8956250 3.7614980 2.3744831 9.4188717 7.7428160 10.5801770 NA 6.5929010 8.9846509 0.2589410 11.1344939 9.3070332 5.1334690 12.3436871 15.6611354 9.4529366 10.9370137 10.4627563 15.7640263 NA 8.5132416 10.2190025 4.8834937 7.7877805 8.0469030 5.1658918 2.6476599 11.3775091 11.6075443 10.8345398 9.7108985 1.6740538 1.9959548 9.5981082 8.1128299 7.9100520 9.3848444 9.7792917 10.8075014 7.2960903 12.7766699 2.2590012 0.6740086 4.4019581 10.3618510 7.7238868 8.5474822 10.5104829 4.4289263 NA 10.4095941 7.7535230 10.8803656 7.5718838 10.2486315 8.7387807 NA 2.8439638 0.2589410 11.9693765 8.3882834 9.7654734 3.4289196 9.3587866 8.9652088 7.4019581 10.4886204 9.2054194 3.1334649 8.3358160 2.8439638 8.8402010 NA NA 8.4372502 9.5627812 10.7211619 8.5658218 10.5451732 8.9489985 10.5253967 0.2589410 9.9703807 9.6866625 10.3384853 2.5809173 9.7760137 6.6398226 -1.3259010 8.2457908 13.8688333 1.8439437 9.4692659 13.2341320 8.8046086 2.5809173 7.0227662 11.5610682 10.5699919 9.7621637 10.4842079 11.4251657 10.7615009 8.4255822 8.9040583 9.1375624 10.5159954 9.5342249 4.2887498 1.4814023 0.2589410 -1.3259010 9.3744777 10.4982012 8.9937100 8.7306756 9.2404727 12.9392135 5.3605399 9.5179591 6.3535174 11.6293247 10.7015985 8.8148679 4.9028550 11.5536212 11.8293306 10.5627812 9.1828231 1.9959548 9.8307532 9.8743236 11.5747162 9.1578537 10.5786726 9.7581821 9.1718898 10.5902907 0.6740086 9.0227662 5.9594410 8.6527486 10.7289814 11.6406156 9.7007204 2.9219694 11.4755443 8.9721007 10.6051448 8.7851735 9.9484161 10.4545777 12.3378184 9.8020323 5.7825632 -1.3259010 8.8123099 6.5627812 9.7238865 9.3692662 10.5281545 9.2305441 7.6852653 9.3393739 8.4989968 0.2589410 5.5688560 4.2887498 0.6740086 2.9959729 NA 10.8383165 5.3744761 6.5809293 10.3228449 5.4182001 -0.3259010 10.8234676 10.3964187 10.7191151 10.9931456 8.7707531 8.6554910 6.5676428 10.7733858 11.1146477 10.5627812 10.2841401 10.9472508 -0.3259010 8.1314187 -0.3259010 9.7095245 8.8798313 9.2646251 8.9112479 13.7001724 13.6291884 0.9959548 10.7691053 10.3543975 -1.3259010 4.2590012 9.0942614 NA NA 6.4619410 7.3848442 14.6694739 11.5057530 8.0293888 8.9231516 9.3985520 10.5612586 7.8687948 9.2146309 11.0676966 2.5809173 1.4814023 10.0818369 9.3526380 7.9571264 4.2590012 11.3701362 9.3865650 10.6136172 9.6696850 7.1128294 10.7252470 7.5505552 3.5809293 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 10.141134 11.760506 13.495164 11.096628 9.118018 11.282293 3.374483 2.995973 7.125249 4.921965 11.674742 9.012429 5.893207 9.627958 8.249653 9.696406 11.674742 6.332250 10.470889 8.857673 8.601816 9.028309 9.874091 7.777326 7.580929 11.064476 14.351042 9.3822598 10.3679605 0.9959548 8.6556051 7.1818331 10.1713909 9.2730209 11.4328858 8.1436796 9.4942170 6.3535174 8.8601521 6.8834913 7.8007427 9.4272548 6.2664942 4.2590012 9.4002561 9.1628825 13.5636846 9.9680843 12.6391910 7.0515091 7.5839312 11.1373069 16.1704237 11.8058950 13.5535255 10.2809059 0.2589410 10.7330444 9.7156971 10.3929989 8.6092031 8.8148679 9.6398224 9.6025564 11.0855490 11.0585493 1.6740538 5.9408245 14.8338325 11.2716250 9.0127742 7.7955715 10.5041571 NA 11.5818675 NA 12.3936407 11.0793710 11.1823280 10.571127 10.048534 5.494217 6.236280 9.102398 8.965209 5.912444 12.851680 1.259001 13.847715 12.148504 8.376210 10.575516 10.467235 3.883494 NA 8.046903 7.734734 9.067428 10.092418 11.201026 11.700907 10.505741 -0.325901 10.279054 7.610676 9.172887 11.301572 9.703325 2.995973 10.389142 10.164889 8.403659 8.993710 3.428920 10.728981 11.185791 NA 12.757767 12.541606 10.771741 9.339374 7.438910 11.200048 10.857673 12.140779 10.916536 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 5 1 NA 6 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 5 1 0 0 0 0 2.687812e-06 1.063926e-06 -1.6277165 11.1986557 10.3878707 8.8447980 -1.6277165 9.5563627 8.1720849 -0.6279394 0.5986510 5.3607927 8.4832430 10.0991768 5.7644258 8.1778510 10.9980443 11.6586650 9.6621261 11.6586650 11.9232146 4.6388963 9.3364481 9.7841478 10.1914880 10.6268406 8.5243921 9.3371701 6.8799018 8.9410133 8.9005613 10.6508470 7.9619642 5.7899587 -0.6279394 NA 10.0638507 9.9310062 5.5116578 7.6690232 3.8315429 8.3636289 9.5501496 11.1671322 9.0418781 3.6200350 11.2217078 9.2222940 5.0014645 11.3221163 4.3721094 10.4127394 -1.6277165 7.7362416 11.5071752 2.8315327 11.8458130 10.1085092 8.0777397 0.3720606 10.7748289 10.1190624 8.9589470 8.0123519 5.4381964 2.0725517 9.7941720 8.9122352 10.3854299 -1.6277165 6.7899600 8.8233182 0.9570974 10.3558135 9.0897836 5.4381964 12.3706174 16.4465884 9.6695968 10.9759654 9.8589422 15.8266716 NA 8.6632781 10.8697096 5.0586066 7.2820005 7.6482317 5.7814987 2.1825652 11.1954745 10.9105387 10.6096160 9.6111089 6.9831316 3.5420351 9.6990984 8.5668642 7.5039640 9.5876403 9.6476498 10.2211213 6.8995841 12.7793750 1.6940333 NA 7.0655939 10.2093409 8.2128849 9.2894792 10.5988205 0.9570974 NA 9.7002210 7.7962733 10.8741484 7.7772487 10.8919892 7.9589470 NA 3.3263072 -1.6277165 11.9614073 8.1419452 9.5930900 5.8315378 10.1207193 9.1093546 7.8004677 11.4101688 9.9872771 0.9570974 7.3057982 4.4165020 9.4000131 NA -1.6277165 8.8150508 9.5997232 10.1998469 8.3422129 10.3766788 9.2976617 10.2786221 1.3721163 9.7013430 7.6176599 9.5876403 3.6940333 10.2065783 6.2175972 NA 8.7263565 13.2943199 0.9570974 7.4381964 12.9308866 8.1017278 4.2789958 7.0231589 10.9139298 11.2209257 9.9386370 11.3302974 11.8837722 10.4502580 9.4871509 9.6206278 10.7735201 10.3889155 8.8799217 6.6057269 -0.6279394 -1.6277165 NA 9.2339695 9.9376854 9.7449722 7.6176599 9.7730721 11.2797490 5.7558116 8.6045280 5.1402920 11.8605750 10.2199476 9.5407794 5.2547490 11.8795302 12.2308653 10.6120040 8.5065337 3.4252176 9.6615497 10.0365546 11.1108328 9.0673354 11.1653041 9.9151390 8.8897765 8.8799018 4.4381997 8.7612008 6.9682970 9.0760107 10.6572205 12.2276940 8.7864013 3.2300954 11.3002554 9.2676826 11.2089466 7.9073828 9.9391125 10.4192312 11.8934623 9.2797489 6.2362936 -0.6279394 9.0837742 7.9831321 9.6253638 9.0123522 10.5077652 8.7307585 7.9343496 10.2366804 8.7219413 0.3720606 7.7406139 3.5420351 2.5420351 3.5013882 -1.6277165 10.9015377 6.8679619 6.5520158 9.7860101 6.9906032 NA 10.8848477 10.1726028 11.2491996 10.9322012 8.7931201 10.0413910 6.0772558 10.8880534 11.5998736 10.3486714 10.0231589 12.3465218 -0.6279394 7.6895200 0.6940333 10.1294972 9.0966211 8.7019035 9.4151346 14.5921265 14.5471304 3.0159614 10.9643306 10.0725469 NA 3.7644205 9.4113415 NA -1.6277165 8.4355023 8.1518264 14.4829779 10.4348279 9.1477175 9.4205942 10.0489458 11.5421888 8.8518874 9.1445290 10.9973595 -0.0429026 3.5420351 9.4435696 9.7563513 8.0811910 4.8639583 11.3293907 10.1762382 10.9146555 9.6211081 8.0863528 10.9025136 7.9589470 5.3574922 9.5839955 0.00128370 0.00128370 0.00580770 -0.00970520 0.41446000 -0.00097017 -0.01601700 -0.00368950 -0.02630400 -0.02630400 -0.02630400 -0.03509600 0.02146300 0.00128370 0.00128370 0.01028500 -0.51692000 -0.49517000 -0.50510000 -0.50510000 -0.50510000 -0.01581000 -0.00064164 -0.01601700 0.01181800 0.01181800 -0.50764000 -0.01009500 0.00041593 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 10.342573 11.386476 12.063633 10.058608 9.931962 11.948828 4.729662 2.542035 7.269952 3.072552 12.218479 8.155531 9.030319 9.060427 8.463648 10.059920 11.854537 7.472770 10.956365 8.179462 8.889777 8.761846 9.283821 8.556983 7.299885 10.535128 14.517860 10.0240559 10.7277336 NA 9.3986306 8.2547504 10.3780826 9.7936461 11.8026904 9.0854937 9.6832878 8.2455513 9.9073825 7.4000136 7.5193123 8.8828714 6.3204738 4.3493865 8.7504022 9.8689610 13.6866551 10.2443974 12.0531260 7.2510781 8.2316422 11.3142551 15.6461486 12.0461891 13.2925531 11.1986557 -0.6279394 10.9199657 9.1344892 10.8017755 9.1435967 9.5407794 9.4897502 9.7830884 11.1265772 11.5694760 2.4595628 6.4595693 13.3330621 11.2629415 9.8769262 7.7052626 10.3454458 NA 11.5968626 NA 12.4840579 11.3024565 11.0638507 10.998044 10.191488 7.337891 7.643571 9.069944 8.785735 6.707497 12.827732 1.831553 13.920478 12.561391 8.705263 9.488308 9.969229 5.831538 -1.627716 9.308745 8.236293 9.345805 10.002333 10.767374 11.826921 10.210129 1.831553 10.047182 8.413766 8.817122 11.788509 10.113153 2.620023 10.037887 8.100028 9.560696 9.744972 5.192285 10.657220 11.440382 NA 12.372371 11.685274 10.047623 10.236680 7.320475 9.963162 11.237454 11.325232 10.931924 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 1 NA 3 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.2546336 10.8312103 9.7719295 8.5575832 6.2048372 9.7705455 11.0528629 NA 3.5288588 5.1716712 8.6049409 7.9933336 2.4458326 8.0121926 10.1414755 11.9410857 10.2094411 10.8522928 12.0865078 4.3303720 8.2312351 8.9426227 9.9992534 10.9706134 7.4458459 8.0284946 6.3248736 7.5495367 9.3499592 13.1918548 8.0666575 7.7925300 -1.2546336 NA 10.4956943 9.9879846 6.1204453 8.0919198 2.6523029 12.8422035 9.5759211 10.0451864 6.2532008 4.4178323 10.5893270 8.7183856 13.3768104 10.4319065 5.3152619 11.9057501 1.5527705 8.8074522 10.3883602 2.4458326 10.2889212 9.9052773 8.5703646 0.7633266 9.9089550 10.4008696 9.5381963 7.0807962 4.4733259 0.7453664 8.7010559 9.3066940 11.1640492 -0.2546336 5.6402247 9.6010532 8.4767251 10.4226851 8.0051490 3.9933302 13.0808626 13.7768487 9.1883495 10.1387964 9.4415042 16.4353903 -0.2546336 8.4000422 9.9259368 4.8114967 7.3152619 8.1883495 5.7897997 2.7498989 11.2677423 11.5383995 11.5493352 8.7580306 5.1716712 2.9153297 9.5782959 8.6219229 8.3802169 9.1590340 10.1478851 10.6963263 6.8222215 14.6491701 2.7454095 NA 1.7454095 10.8679104 8.0874809 9.1841977 10.8172034 1.3303863 1.0673634 8.3415958 8.1247841 11.5000429 8.1632587 10.9618487 8.9389312 -0.2546336 3.6522914 -1.2546336 12.2199992 8.0985527 9.6265200 4.1716712 8.6702186 9.4826533 7.7425857 10.5810617 8.6095921 1.9153297 7.9052775 3.4458459 8.7746932 -0.2546336 -0.2546336 8.2089303 9.4266445 10.8827173 8.7340908 9.4231256 9.7439964 9.7475178 2.2048293 10.1500153 9.9265583 10.6181193 3.7454095 9.4449784 7.2048372 NA 8.8114951 13.9630608 4.9933347 8.6234568 11.2549336 9.6196190 3.1377166 6.6702186 10.2256913 10.6130708 10.1940385 10.6904840 12.3679635 11.1261375 7.9027532 10.0991042 9.3545846 10.9521151 9.8024500 4.2689658 3.5002922 -0.2546336 -1.2546336 9.7376362 10.3157360 7.8669395 8.6981473 8.8606056 10.8288853 6.5719543 10.4209220 9.2038127 12.4268640 10.9237596 8.3095555 5.1377248 11.7576813 12.9501299 11.2623371 9.2406714 3.0016581 10.3964576 10.0027938 12.0945489 8.5185450 10.6424951 9.8054263 8.2130114 11.8089696 2.7454095 8.2650421 5.9253159 6.7677740 11.4007131 10.4203397 9.3678972 1.9153297 11.9305911 8.2191119 10.4415041 7.1334228 9.6746644 9.2903705 11.8035668 10.3237786 7.3190534 2.0673289 8.6981473 6.5135902 10.4694934 9.2130116 11.3948014 9.2942279 8.0560188 9.8688807 9.0411748 NA 5.9742241 2.7454095 10.5969325 3.3303720 NA 11.2203794 4.1377248 5.5398226 10.5525475 6.9723963 NA 10.6428733 10.6545490 11.2983152 10.9697091 9.2282138 8.8394838 5.9782574 10.1826378 10.0197840 10.5889345 10.0400266 9.8114951 0.3303289 8.2452518 -1.2546336 9.4018307 10.9278003 9.8341942 9.8328688 12.3944375 12.2734937 7.7510305 9.5160699 10.1291103 3.2048450 2.6523029 9.1383565 -1.2546336 0.3303289 7.1377238 7.4423738 14.0340918 11.3336638 8.0469019 9.4195983 10.3527362 10.0996554 8.0650779 9.0591960 11.3223626 4.2048372 3.4458459 10.3313074 8.9657843 6.7111906 6.1029583 11.2435072 8.8421212 11.0855342 10.5441774 9.2561702 10.8111586 7.2375398 4.8121388 10.2797089 -0.08045900 -0.08045900 0.01829000 -0.05300100 0.59098000 -0.00097017 0.00861350 0.00430210 -0.06405200 -0.05819300 -0.05819300 -0.06912400 -0.08045900 -0.08045900 -0.02000100 0.02500600 -0.65152000 -0.59585000 -0.61278000 -0.61278000 0.01829000 -0.05300100 -0.56396000 -0.00553750 -0.07200700 -0.07200700 0.00430210 0.00541390 -0.56366000 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 9.530858 12.178600 10.243757 10.454921 8.392864 12.432235 7.137724 2.445833 8.269517 4.935229 12.243632 8.864607 12.169835 9.172834 8.524124 8.349032 11.003678 4.473326 9.719821 10.586577 8.049187 9.576389 10.321389 7.764997 7.367458 12.096483 13.919551 9.4792688 10.6103658 1.3303863 8.4213630 8.2670062 10.6638966 11.2112274 11.4499581 7.4178314 10.0394522 7.9352305 9.4843426 6.8486943 8.3076485 9.3955603 4.9352287 4.3892639 7.8772627 9.2999949 12.8758156 9.8288853 12.9619245 7.9244194 11.8145200 12.0110210 16.5918635 10.9700107 14.1886085 10.6455180 1.7454095 11.0810755 6.9742241 11.2407613 8.8101487 8.3095555 9.6901180 10.0127779 10.4305927 11.2796991 2.4458326 5.4036188 14.3303362 11.4925500 9.3415958 5.1029562 10.2367581 0.7453664 11.0130705 NA 12.6163486 10.7460046 10.8623996 10.1414755 9.9992534 5.6642695 8.6080433 9.4204809 9.2640590 6.6820437 11.9134230 2.0673289 13.4915528 12.6082370 8.0695867 8.3694704 10.4881365 4.4178323 -1.2546336 8.1716707 6.4665048 9.9706134 8.7993318 11.3548156 10.8649956 9.2670064 1.3303863 9.7482210 9.0684607 9.0650781 10.2655335 10.1611478 1.7454095 9.6126848 9.8308785 6.9548593 7.8669395 1.9153297 11.4007131 10.9968884 -0.2546336 12.6380436 12.6414545 11.1815969 9.8688807 8.0985527 11.5189573 10.4510384 12.1962679 10.2099364 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 7 3 NA 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 0.5288200 -0.0177160 -0.0342720 0.8644600 0.5427000 0.3531000 -0.0489320 -0.0035125 -0.0047374 -0.0047374 0.9291100 0.0100950 0.0100950 0.5288200 -0.5725300 -0.5912000 -0.5912000 -0.5912000 -0.0203240 -0.0203240 -0.0342720 -0.1650200 -0.6245900 -0.0470380 -0.0470380 -0.0489320 -0.0811210 -0.5921300 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 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 1 NA NA NA 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 10.0525739 4.8600242 NA 2.3998820 5.3482112 8.1242221 9.5259173 4.5724289 8.8099623 10.7918882 11.7718012 9.8617467 11.1291065 12.1209564 5.5724259 9.2101490 9.3561687 10.1857973 10.7335200 8.6598892 8.6417743 6.8634231 8.9416601 9.1454997 12.2215192 7.8914660 6.4587691 -1.4719288 NA 10.4836821 9.9823315 4.8499592 7.2929041 3.4349217 8.5195541 9.7411364 9.8656541 7.9563924 4.2004573 11.5179588 9.2405593 4.0515983 11.6427506 4.7568525 10.5354099 -1.4719288 8.1736906 11.3801715 2.5280211 11.7570012 10.1862436 7.8723283 0.1130337 10.7062520 10.3949170 9.6404718 8.1537410 1.6979517 0.5280712 9.3898946 8.5559381 10.6211196 -0.4719288 7.3922187 9.1844571 1.1129670 11.0518392 8.6675835 4.1427402 11.4940185 11.9033432 9.6359031 10.7356567 9.1427420 16.2324560 NA 8.3999375 11.0459476 4.9874619 7.6469734 8.3609221 2.9203505 2.5080483 11.4582151 11.2424924 10.3778283 10.2452802 1.5280211 3.2284647 9.6841153 7.5968107 8.2559524 8.7994953 9.9725295 10.6045138 6.7227884 13.5680222 1.3353689 0.1130337 0.5280712 10.6368833 7.8249486 8.7723961 10.8397805 1.6979517 NA 9.6592462 8.3434154 10.6257550 8.3797812 10.0594137 8.1335116 NA 0.8499993 NA 12.1889195 8.3577548 9.5031637 4.4587691 8.7459899 9.1826682 7.3386036 10.7273978 8.8877817 2.3353975 6.8767600 2.5280211 8.9310442 -1.4719288 NA 8.5434472 9.6404718 10.6837992 8.5280321 10.3703826 9.6207893 10.3585475 NA 10.1059330 8.3593393 9.4662225 3.1718953 9.6637415 6.6726898 NA 8.4288990 13.6802774 0.1130337 7.4646699 13.4750755 8.7203250 3.6573199 6.5392596 10.1251536 10.7824703 10.0123516 10.3073412 11.0889239 10.5974820 9.1427420 9.9709757 8.1986886 10.9432458 8.7300336 NA NA -0.4719288 0.1130337 9.0787790 11.0754088 8.8656541 7.9792434 9.7950178 9.8833833 5.0978889 9.1871363 5.6979573 11.9751154 10.3048764 8.7676306 5.0358262 11.4032056 12.3616141 10.9592686 8.9689015 2.1556521 9.9521986 10.0417598 11.4481990 8.8431818 10.7377902 10.1893650 9.2022245 9.8203539 1.1129670 8.5806004 5.7568498 8.9935985 11.2381929 8.5133905 9.0574042 2.3353975 11.5051332 8.8318130 10.6466489 8.0535529 10.0432392 10.2576529 12.1131121 9.6061831 5.5614545 NA 8.3044654 6.6879033 9.9448298 9.1718883 10.8734929 8.8734373 8.0238874 9.8295284 7.8522130 0.8499993 5.7664361 1.5280211 2.5280211 3.2284647 -1.4719288 10.7502234 5.5167180 6.3289316 10.6399895 6.3380892 NA 10.8499603 10.4442849 11.5345336 11.1404400 8.4409215 8.9615655 6.4145212 10.1468765 11.1680512 10.4734760 10.2551018 11.1705353 -0.4719288 8.2249996 -0.4719288 10.0353314 9.0594137 8.9203496 9.5819581 13.3694491 13.5839501 1.8499592 9.7295436 9.9171257 0.8499993 3.5640977 8.7203250 NA 0.5280712 6.9117359 7.8363711 15.4182490 11.2217369 8.0437322 9.7700153 9.8243749 11.0417598 8.5364609 9.1362409 10.8606283 2.5280211 1.1129670 9.4550693 9.5301439 7.2559529 4.7374867 11.2199938 10.0143645 10.3782191 9.8938078 7.0864526 10.7113574 7.4734760 5.0369341 9.8312422 6.5682e-01 6.5682e-01 8.7528e-03 -8.0244e-03 -4.1546e-03 -1.3815e-02 -2.0784e-03 -6.5135e-03 2.5671e-02 2.5671e-02 2.3299e-02 2.2018e-02 2.8903e-02 -1.7786e-03 6.5682e-01 3.7398e-05 -7.3869e-01 -6.8733e-01 8.7528e-03 8.7528e-03 8.7528e-03 -8.0244e-03 0.0000e+00 -1.3387e-02 6.9435e-03 6.9435e-03 1.8030e-03 -5.8455e-03 -2.7724e-04 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.087409 11.440360 12.476217 10.392218 9.084538 11.174141 4.142740 2.987466 7.131658 5.657314 11.793647 8.486034 10.387955 7.164113 8.311112 8.783061 12.082501 6.179083 10.155110 6.822652 8.767631 8.391104 9.699297 7.754445 7.306109 11.249986 13.900931 9.9395432 11.0080650 -1.4719288 9.4439116 7.6286949 10.6834829 9.6784142 11.4683458 7.9074105 9.3821214 7.1894540 9.5266227 6.4938170 8.6941952 9.2986961 6.4822287 4.0826174 9.1335116 9.7289308 13.6359031 10.4865850 12.0646437 6.2049760 10.9704574 10.7959893 16.4911484 11.7686745 13.5790712 10.5693492 0.1130337 11.4869474 9.3273139 10.9861824 8.8431818 8.7676306 9.6954503 10.3695966 11.0914669 11.3999374 1.8499592 5.6469719 14.3991960 11.5714013 9.2745466 6.6984574 10.0042722 NA 11.4392369 -1.4719288 12.8235859 11.3855681 10.9644835 10.7918882 10.1857973 5.4705466 5.3860142 8.8238013 9.0348355 5.8318139 12.4914503 2.6979517 14.0219815 11.9909179 8.1409008 9.9865413 10.0787790 5.7948187 NA 8.8283847 7.1092331 9.0662211 9.7848306 11.2297719 12.1304991 9.3474130 -0.4719288 10.5617993 8.5710594 8.7783305 11.2783205 10.0318579 3.6573199 9.8645387 6.6828500 9.3929920 8.8656541 3.1130003 11.2381929 10.5829756 NA 12.8544617 12.1646568 10.5812793 9.8295284 7.8431818 10.8462926 11.2854222 12.5091588 11.0787044 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 4 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.1837689 11.4955513 10.0683653 7.3240860 0.8163130 10.4092154 7.7701967 -1.1837689 4.0335199 6.2675021 7.7201731 8.7646583 3.5711792 9.0269624 10.7635629 12.4384574 7.4992854 10.1555844 12.1830232 4.6989352 8.7806320 6.1913297 10.1034264 10.8589765 8.1978339 7.2716180 5.6236474 4.7935734 8.8850694 15.3540404 7.8629516 7.6835701 -1.1837689 NA 9.8028443 9.2330888 4.8386594 7.3398536 1.1382247 9.2757227 10.0999583 9.9442856 8.0451098 6.4957719 11.0639220 8.3240860 6.9352322 10.8452332 5.1738430 10.5454870 0.4013028 8.9660382 10.7932133 5.2256837 11.5437862 10.6824110 7.4637500 NA 9.9562198 10.9021984 9.5089068 7.9837096 1.4012482 2.5167212 10.2107539 7.3398536 11.4371983 -0.1837689 7.1337043 10.0935785 6.7291802 10.5480345 11.7648409 0.4013028 10.7736762 11.3051355 9.2798155 10.5361078 10.1109119 17.1261494 1.6236328 7.3974915 10.0929972 4.9455749 7.5132586 8.8247198 5.6491814 2.7917307 11.1664016 10.9420275 10.1057337 6.2675021 1.6236328 1.8162720 10.1798784 9.3813933 8.7602712 9.4383430 10.4429128 9.5382448 6.6742728 14.6912245 2.1382247 -1.1837689 5.0642189 11.0008566 7.9326352 9.0783859 11.6924244 NA 1.4012482 9.1572540 8.3240860 10.1402128 9.6420450 10.4007839 9.3466974 0.4013028 8.4031309 2.6236562 10.9319851 7.9221996 9.8448879 4.1738470 9.6444277 10.3732762 7.0306098 11.3488906 9.1314408 1.6236328 7.0354601 6.1472090 8.7544005 4.2086109 NA 9.7477674 10.3319910 9.6316745 8.5373904 7.4816267 9.6951084 10.0171898 0.4013028 9.2746978 8.2940495 9.8851299 2.5167212 10.1286070 3.8606848 2.5167212 7.0499106 13.9810803 6.6364695 3.4601528 7.2879663 10.0342489 3.4601528 6.2592348 11.3948997 9.5001631 10.3727973 9.5927242 11.2216773 11.4988469 7.5476102 10.4745027 5.8715726 11.1894282 9.9274921 6.4601479 7.4887166 1.1382247 NA 9.0306103 10.6131420 7.8931067 8.4655472 8.9490221 10.1005370 5.8497141 9.1370918 6.6428402 12.9373390 9.2193031 7.4816267 4.1738470 10.6989342 14.5085525 12.7256218 10.0959017 1.9830209 10.5365354 9.8071042 12.0783860 9.0736791 9.4529158 10.2256821 8.9837093 10.5923129 3.9455702 8.0475122 7.8386587 6.7470288 9.3908848 3.8185438 7.6795174 3.3398500 11.2293902 7.6364702 10.1583658 9.2341437 10.7440692 9.6491813 11.9082224 10.6204222 8.1782351 -1.1837689 8.5828202 6.5976504 10.3290316 8.1869784 10.6520455 9.1200720 8.7806320 9.5322532 9.0085841 1.6236328 3.2086109 1.4012482 2.1382247 4.5167338 -1.1837689 10.7730303 0.8163130 5.0642189 10.7761989 7.0139501 1.1382247 10.9290565 10.6240486 11.0014763 11.8867476 11.0493116 7.9169537 5.4750752 10.0807337 8.8372712 10.8078130 9.8134707 9.8722515 1.9862289 9.5484586 NA 9.7035119 9.6316745 10.0783861 9.4610488 9.9837093 9.1086128 6.5711792 10.0588699 7.9583984 -0.1837689 2.4012482 8.9849632 -0.1837689 NA 6.5976504 8.1404719 13.6826525 10.0457650 7.1200720 8.4143436 10.7370162 10.0941598 6.6171912 9.2854649 10.0777984 7.7529292 4.2086109 10.8736061 9.1074619 7.4922482 8.5493064 10.5753471 8.6396583 10.8313577 10.2224377 6.7231817 10.4073460 7.1605875 4.6308423 11.1280395 0.0261510 0.0261510 -0.1038900 -0.3478900 0.0220820 0.0164840 0.0223630 -0.4946100 0.2711800 -0.3444100 -0.3444100 -0.3444100 0.0081148 0.0244660 0.0184410 -0.0148590 -0.4937700 -1.0249000 -0.4733800 -0.4781200 -0.4781200 -0.3478900 -0.4895900 -0.3716400 -0.4807700 -0.4874400 -0.4946100 -0.4839200 -0.4968000 -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 0.271 -0.073 -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 0.271 -0.073 7.359323 12.592724 6.747029 11.117216 8.554384 11.393956 6.821916 4.544213 8.267502 6.363185 13.398198 9.960816 12.100392 11.937378 7.763753 6.919578 8.131441 3.339850 9.920235 12.011356 7.610707 9.043763 10.793049 7.639658 6.617191 11.665892 10.888089 9.207535 10.098221 NA 8.898440 6.495772 10.123492 11.126052 11.243604 6.300107 10.055890 6.799284 9.544212 7.911688 10.797145 11.668431 5.871573 4.242557 5.747027 7.423622 12.282750 9.486062 12.557547 9.233595 11.140472 11.332976 16.352022 11.192688 13.214233 10.434677 7.749982 12.306766 5.416205 11.549095 8.973638 7.481627 9.920890 11.396785 10.518897 11.171086 5.259235 7.927427 14.749910 11.272389 9.083078 5.083077 10.464199 6.242557 10.577427 -1.183769 13.114569 10.682716 9.942350 10.7635629 10.1034264 6.3631851 8.7762932 9.3131449 7.8688590 8.9887188 11.8920879 -0.1837689 12.4339882 12.5608097 7.1382196 7.8268472 10.7057951 2.8162925 NA 7.4310011 4.7470275 9.9313348 8.8634151 11.6590344 12.0272669 7.5236506 -1.1837689 8.8469583 9.0366695 9.3021205 10.6621732 8.5425092 2.9862107 10.7755687 7.7762929 7.0402930 7.8931067 3.1382247 9.3908848 10.2905041 2.7231872 12.9144055 13.3043824 11.4644240 9.5322532 8.7381321 11.1160716 11.1260518 11.7930110 9.3731995 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 4 3 NA 3 3 3 4 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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10.6141072 7.9194360 -1.2072279 10.0124206 10.5755540 9.1022083 8.5576035 8.0942282 2.6996183 10.3706327 9.3299501 10.3530647 4.9012579 7.0827505 9.9149128 4.7469308 10.5592607 9.6460413 6.1146606 12.0265971 10.1839754 9.7389071 11.1658689 9.9303635 14.4687715 0.7927721 8.8439408 9.8309650 5.0406601 7.4293565 7.2231841 9.5189499 3.4876150 10.6909553 10.6208683 10.7400035 9.5052588 2.6000794 -0.2072279 9.5855222 9.5708090 7.7613983 9.9090758 9.7175443 10.1442232 7.0167336 12.7611286 4.9012579 NA 2.6996183 10.2221386 7.9450165 9.1325817 11.3537811 NA NA 9.2725120 8.8164861 11.6071060 8.9220149 11.0436224 8.0524751 -1.2072279 9.9689049 2.3777068 9.5609161 8.1764360 9.9551231 4.6256212 10.6117133 8.8178714 8.1742746 11.7190278 9.9200814 2.4931605 7.3202085 6.8748806 8.9960800 2.9626601 0.3777346 8.4651570 9.7389071 10.2216154 8.5172458 10.2618648 9.3530648 10.1775156 3.9626601 9.5968629 9.1469813 9.3889216 3.8371258 10.0947995 3.3776929 -0.2072279 6.5806339 13.5773156 7.5773669 9.2084736 8.3104010 8.5724513 5.4651582 6.2603381 11.0818862 11.2390398 9.6024999 11.0930844 11.3405975 10.1375825 10.2392983 9.4092806 10.3986742 10.6580785 9.7503199 4.4651582 3.4931734 -0.2072279 0.3777346 10.6973665 8.4092806 9.8418997 7.8289057 9.0332369 7.4757261 5.7115940 7.7440164 7.1236486 11.8853238 9.6905772 9.2408481 6.9726410 11.5783886 12.4601761 12.1024924 8.2980672 2.3112706 9.4931716 10.2168981 10.9168532 9.0781340 9.5392461 10.0624430 9.9985251 8.7425584 5.1146585 7.5206525 8.7425584 8.6240391 11.2598279 7.0448771 7.7230554 3.9220170 11.3326176 8.3739322 11.1772458 6.4437840 9.9058228 9.8861494 11.6248307 10.3172735 8.3338285 -1.2072279 9.0251529 7.8316505 10.1191614 8.5035384 10.5895137 8.8561270 8.2562563 10.5976695 8.3945026 4.3776929 7.2105847 3.3162906 4.7364209 4.8150989 4.5206548 10.5282879 4.3776929 6.8960199 10.8676760 7.0118031 0.3777346 11.2364524 9.6898210 11.3352801 11.3499562 8.9601500 9.2964980 5.6379695 10.9776071 10.6487682 10.4234540 9.6958606 11.6200745 1.1146335 9.2805717 0.7927721 10.1693999 8.4966353 8.8302788 9.3530648 12.9512626 13.3119995 1.1146335 10.1601466 10.2372291 1.1146335 5.4651582 8.6240391 0.3777346 1.1146335 8.4686888 8.3720480 14.6074895 9.8709428 8.9701513 9.3935739 9.9494470 12.3798061 9.3064593 9.5350835 10.9763672 4.4931734 3.7469254 9.3805093 9.4482625 8.3123679 8.3454008 11.2250127 9.8901056 10.6358677 10.1323369 8.7454730 10.6696325 7.6224545 5.6419795 10.4193535 0.0988510 0.0988510 -0.1259000 0.0000000 0.2249900 0.3193200 -0.0074720 -0.0092666 -0.0190400 -0.0224990 -0.0224990 -0.0224990 -0.1573700 0.0988510 0.0988510 0.0037465 -0.3027500 -0.1259000 -0.1259000 -0.1259000 -0.1259000 0.0000000 -0.1990000 -0.0580340 -0.2900000 -0.2900000 -0.0092666 -0.3061600 -0.3026000 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 9.311385 12.012808 5.362589 10.566283 9.951342 12.352467 5.422088 3.792730 7.619280 6.520652 13.703656 9.050662 10.465157 10.725116 7.996936 8.105615 10.831308 5.880196 10.976987 10.455400 8.366379 8.724105 9.403923 7.723469 6.527441 11.270743 12.400178 10.7838993 10.6534309 1.6000794 8.7771504 7.6160989 10.0382846 10.0919399 12.0403627 8.9651595 10.2940715 8.3720480 10.2490862 8.2905838 9.2895855 9.5345358 6.8261544 8.5442759 7.8641942 9.1202845 13.3340705 10.2063597 12.9761346 8.4566990 10.9145890 10.6545941 15.8666223 12.5885686 12.6714533 11.4318464 1.3776791 10.9682814 9.8748809 11.8874693 9.3034961 9.2408481 9.6715490 10.3463611 11.8446205 11.5225628 3.3776929 7.1502835 13.6031543 10.8189094 10.7044983 7.7927317 10.1286804 0.3777346 11.0775559 NA 12.7973912 11.5565563 10.8718832 11.046875 10.254211 7.105615 7.396358 8.159054 9.568342 6.997303 12.655641 1.600079 12.621067 13.964260 8.834391 7.972342 10.107315 4.922017 -1.207228 9.954494 7.312368 9.914265 9.694285 10.867542 12.759418 11.366379 1.962660 10.051298 7.396358 9.093084 10.653431 9.466041 4.040656 10.427089 8.123649 6.858821 9.841900 6.500091 11.259828 11.006140 7.520652 11.927800 12.654982 9.678428 10.597670 7.422088 11.122808 10.637438 11.137105 10.458334 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 6 2 NA 5 2 1 3 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 9.363636e-07 2.080808e-07 NA 10.1841692 9.9043837 7.9611076 -0.3056101 10.2479505 9.6835526 -0.3056101 0.5857317 5.4756816 8.3667467 11.2380781 5.8939931 8.4016804 11.1383008 12.0950673 9.3982249 10.6272741 12.3659729 3.2178821 10.9183229 8.4475379 10.6357357 10.3720409 8.4391552 9.4976451 9.2717501 9.2237517 9.0151217 12.0674583 7.9550762 6.3016517 0.2792930 -0.3056101 10.5164937 9.9267422 5.2178821 7.9110672 4.3667488 8.2811608 9.6302229 9.8067608 9.5754352 3.2792781 11.2142032 9.2402511 7.1901763 10.4887371 6.7550171 10.5650712 NA 8.3345660 11.3585463 4.5523033 12.0434642 10.3676303 7.7630995 -0.3056101 10.5917886 10.4970477 8.8519967 8.3273164 9.9843401 NA 9.9791453 8.9013355 10.2522636 1.8642555 6.3453733 9.2011246 4.4222397 10.5834449 11.0411119 8.3843193 10.0396211 11.4355776 9.9165123 10.8367475 10.9605221 15.6096288 NA 9.0747824 9.5232510 4.8028446 7.6131846 8.1372648 8.2622772 2.9422517 11.2252152 11.2310542 9.4349453 8.8491392 3.0162467 7.1121736 9.7111295 8.3525326 8.1351906 8.9231400 9.9860676 10.2300827 7.1289491 12.9739318 1.0162824 -0.3056101 6.3878088 10.5133028 7.7055488 8.9958175 10.5272113 1.6943008 NA 10.2070617 8.0341711 10.3621734 7.2100216 10.2188630 7.7468891 NA 6.7055481 -1.3057884 11.3777545 8.6191338 10.1951631 4.6250600 9.9889420 7.3947611 8.1496486 11.4846698 9.8673737 4.6715991 6.7711368 4.6943231 9.0812616 -1.3057884 NA 8.8804354 9.2867784 10.3480621 8.6644270 10.4479559 10.1226814 9.9534761 2.3947611 9.9622783 7.4119973 8.6644270 3.0162467 10.1578456 2.7817793 -1.3057884 8.0518734 13.6175094 4.6485172 7.4085667 12.1297311 8.5382425 4.5523033 6.7111301 10.1158601 10.7731392 9.6787397 10.4171288 11.2112844 10.6861973 9.9056012 8.0026603 10.3938938 10.6105739 8.9067325 5.7166892 0.2792930 -0.3056101 -1.3057884 9.4625055 10.2655999 9.8754735 7.9374951 10.3270620 9.0736998 6.2412148 9.3755597 6.5951874 12.1421793 9.5468507 8.8541927 6.1861737 11.3511930 12.4238358 11.0543453 8.8841458 3.5052812 10.0540708 9.9692818 11.1796475 9.0973332 9.7844336 9.4575336 9.1132280 10.7125214 2.5016684 7.7332404 7.3525326 9.0769452 10.8850719 10.6174407 8.2180987 4.5769635 11.5421616 8.8952199 10.7711368 8.5936783 10.1336327 10.5105050 11.8423211 9.3587685 7.8516685 NA 9.1690411 7.3525326 9.2247277 8.4137100 10.8060992 8.7844336 7.7870785 10.4098543 6.7817846 4.7387138 8.9422488 6.0866394 4.9611093 4.6715991 3.7817793 10.6161622 6.3236781 7.5708378 10.6666944 5.8578193 0.6943008 11.0750529 10.5612138 11.1801505 11.5851555 8.0844901 8.9945251 6.3848787 11.1514456 11.9128845 10.5378498 9.8548230 11.6744608 NA 8.1455323 NA 10.1362279 8.5677652 8.7989198 9.4383141 12.9166634 14.9246795 3.1537567 11.7558612 10.4051277 -1.3057884 5.2792856 8.0676651 1.0162824 -0.3056101 6.8287471 7.5398110 14.6115068 10.5109689 7.9469870 9.7644422 9.7318682 12.2967882 9.0791050 8.8651100 11.0513234 2.0162467 3.9037710 9.4085669 9.6353688 8.2527421 5.7604099 11.0094708 9.5168921 10.5216639 10.1654782 9.4575336 11.4610572 7.1700542 5.5155201 9.9315312 0.00402430 0.00402430 0.00360760 -0.00456950 -0.00069303 -0.01211200 0.00000000 -0.00719580 -0.01931400 -0.01931400 -0.01931400 -0.01931400 0.00346870 0.00402430 0.00402430 0.00652620 -0.43602000 -0.43602000 0.00360760 0.00360760 0.00360760 -0.00456950 0.00332990 -0.00595660 -0.00020331 -0.00020331 -0.00304750 -0.00401620 -0.43667000 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.147592 11.548605 7.511305 10.106891 10.669811 11.184671 6.161926 1.016282 8.004775 2.016247 13.583065 8.889521 6.520870 7.633489 8.469915 8.345373 11.422454 7.828748 10.810340 8.787078 8.237353 8.161458 9.356277 8.477320 7.415421 11.012299 12.094400 10.191175 10.736323 0.279293 9.179144 6.951709 9.944620 9.996960 11.611507 9.976831 9.813911 6.760410 10.292374 6.998102 6.671601 9.240251 5.217882 7.082339 9.757042 9.245068 12.591883 10.030828 11.970736 6.526199 8.963448 10.538242 16.223309 11.698190 12.929288 10.742808 2.694323 10.941655 10.857971 9.887847 9.154777 8.854193 9.399954 10.085565 10.341330 11.644144 5.716689 5.988941 13.920582 10.988080 9.419688 7.749604 9.641958 NA 11.372481 NA 12.578396 11.412171 11.040558 11.138301 10.635736 5.694320 7.002660 8.792353 9.441675 5.366745 13.650412 2.153740 13.573282 12.119144 8.702750 9.070913 9.837067 7.841526 -1.305788 9.862366 9.293304 9.420539 9.787739 11.445656 11.076405 11.876095 2.153740 10.121634 7.818443 9.071532 11.200133 9.983187 2.781779 10.028595 6.060644 8.194167 9.875474 6.765784 10.885072 10.849139 NA 12.835790 12.353091 10.339079 10.409854 7.963448 10.793669 10.276463 11.394676 10.823395 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 1 NA 3 1 2 1 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.2283679 11.0001612 9.8637395 9.8146703 -1.2283679 9.9596137 7.8814737 NA 2.0496308 6.3640996 8.7068082 9.9289900 5.4858873 9.3204650 11.0839588 11.8245507 8.8323391 11.9461007 12.0400388 4.7489227 9.8043776 8.0958237 10.3794357 10.5373435 9.2104349 9.7374274 8.2125124 8.8801676 9.1852709 12.5807600 8.5531996 5.9009272 -1.2283679 -1.2283679 10.4668714 10.1042391 6.2310752 7.9390614 4.4155018 9.1137177 9.4995635 10.4114360 7.5331942 4.4720848 12.0600766 9.0799820 9.1650336 12.3451719 2.0935602 10.5993827 NA 8.1682479 11.5751688 2.8591148 12.3597720 10.4802959 8.4316388 -0.2283679 10.1962502 10.1769973 9.1618121 8.2351675 6.7082811 0.7716321 9.9403152 8.9798773 10.4127917 0.7716321 6.9060692 8.8524605 1.5789870 11.0884902 10.4824495 4.2310714 11.9548938 12.0316805 9.9346636 10.8447804 9.9657843 15.4173578 -1.2283679 8.3789732 10.0725676 5.5265321 7.6202660 7.8484589 6.3936942 3.0316775 11.5294497 11.0031643 10.1434197 9.3386484 1.0935602 3.3566087 9.8050660 8.3879712 7.7374272 9.3575445 10.2140682 10.1693177 7.2228538 13.2005920 2.3565946 -0.2283679 6.2062720 10.2145865 7.8749310 9.1767845 10.6683539 2.4720718 NA 10.8634090 8.0867928 10.7882668 7.7716433 10.6450872 7.7374272 NA 2.7716532 NA 11.5595456 8.4244880 9.8085035 4.4440707 10.3631654 9.1170482 7.3300636 11.1225822 9.4262790 4.1291923 8.0100480 4.6785339 9.2290240 -1.2283679 -1.2283679 8.1810340 9.2135497 10.1725225 8.5902251 10.6477763 9.7388693 9.9810964 3.4720848 9.7772676 8.1873847 8.4082677 4.7940103 10.1628866 6.4226955 NA 9.2912794 12.9043837 2.4720718 8.9859623 10.6377628 8.2433182 5.1979086 7.0524137 10.5773869 11.4168511 9.8663806 11.2109545 11.3783073 10.3537850 10.0685593 8.1703868 9.7539237 10.5701149 8.4908096 6.4927425 1.3565946 NA NA 10.0401850 11.3170902 9.9521738 7.6755252 9.3999792 8.8723055 5.6171339 8.7431867 6.1894965 11.6947848 8.9277261 9.4528814 7.0337379 11.4768434 11.7242023 10.7635191 8.3030245 2.4440574 9.9817056 9.9847473 10.6657029 9.0016635 10.6619073 9.9390612 9.6596251 9.0969486 2.5789870 8.6905061 7.3900288 9.2010499 11.1553473 10.1981751 7.3837371 3.6296247 11.1313926 8.8840826 11.4815884 8.5676827 9.9264612 9.8174028 12.1003180 9.0396001 6.9315141 0.7716321 8.5012640 7.8879870 10.0466035 8.0219416 10.7449816 8.5966016 7.9440707 10.6516091 8.7772675 0.7716321 7.3641005 4.2310714 2.6454480 4.6542866 1.5789870 10.2976532 6.2634964 6.4369797 10.7232629 6.9052991 NA 11.0263765 10.0765647 11.3322147 12.0741392 8.8187669 10.5804866 6.1914343 10.5579127 11.4480409 10.3766595 9.9896007 12.6671237 -0.2283679 7.7170869 1.5789870 10.3509590 8.8551223 8.5248598 9.5021132 13.1089862 13.2465531 -0.2283679 11.1542671 10.1126058 2.8591148 3.4155018 7.6816264 0.7716321 -1.2283679 8.4961567 7.8775516 14.8314311 10.8255689 9.3752693 9.7090169 9.9201197 11.2947149 8.7316449 9.1068100 10.8899353 1.5789870 4.0570430 8.6949704 10.0605091 7.9034999 3.9810946 11.1981699 9.9914165 10.7163551 10.5531789 7.7053338 11.4291848 7.1979076 5.8234513 9.6280685 0.0040965 0.0040965 -0.0015243 -0.0019399 0.4657000 -0.0049844 -0.0062286 0.0045800 -0.0373860 0.0057410 -0.0369300 -0.0456350 0.0109820 0.0109820 0.0040965 0.0000000 -0.5038900 -0.4953800 -0.4953800 -0.0125760 -0.0015243 -0.0019399 -0.0011087 -0.0062286 0.0041661 0.0055529 0.0045800 -0.0048461 -0.4974600 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 10.428962 11.411436 9.390029 9.917575 9.471216 11.852294 6.696456 3.900925 7.291987 6.995645 12.130981 8.611555 5.725839 9.588187 8.727772 8.878860 11.633505 6.499564 10.836386 7.202095 8.107033 8.257935 9.169115 8.146683 7.129195 10.655432 13.449583 10.2104349 10.7435458 -1.2283679 8.8336893 8.0777050 10.0697057 9.6342803 11.5387930 8.9440704 10.0010628 8.4995637 9.6473924 7.3900288 8.2574722 9.1036796 6.8537923 5.0004598 9.2804281 9.5636200 13.6077921 10.6702444 12.6553364 7.9153070 11.2428102 10.2156225 15.9317311 12.4499131 13.5340251 11.5437514 2.2310637 11.3605919 11.0870757 11.3300638 9.4493627 9.4528814 9.4893195 9.9446955 11.9209139 11.5223479 3.7258393 6.1810349 13.5117616 10.8279420 10.2228542 6.4082669 9.4476001 -0.2283679 11.6873357 NA 12.5108963 11.9412424 10.8282807 11.0839588 10.3794357 7.6013660 7.0100480 8.9251951 9.8071295 5.0384274 12.8382847 3.2952087 13.9119536 12.6927401 8.6108469 9.8288021 9.5223501 6.1725215 -0.2283679 9.8437757 8.2494013 9.4307469 10.0759944 10.7631649 12.6294297 10.2868501 2.4720718 10.3701609 7.8591061 8.9810963 11.8501275 10.3156415 4.2310714 10.3059459 3.7258393 8.6694885 9.9521738 3.0935771 11.1553473 11.1701195 NA 12.5962041 11.9300950 9.9156639 10.6516091 6.9956451 10.6373763 11.3601235 12.1736825 10.6596328 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 1 1 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 9.9045079 6.6974597 -0.9686048 0.6379348 5.1607306 8.5686668 9.8111677 4.9621834 8.6842935 11.0307438 11.8572022 8.5908254 11.5510847 11.7694351 5.3168517 10.1032460 9.0806164 10.0440729 10.8855376 8.7559621 8.0258018 6.6164106 7.8420203 9.2698532 9.8234252 7.7263980 5.2698523 NA NA 10.2237412 10.0894402 5.3623647 7.2770009 2.3533798 8.5342803 9.6976724 10.3093170 7.6313612 3.7038759 11.1429101 9.4608552 6.3443314 11.4639903 7.3911980 9.9413415 5.6387776 8.5908254 11.3211792 2.7863454 10.9139004 10.0961912 8.4754278 -0.3836423 11.0595081 10.4560530 9.1471423 7.8500305 2.2793821 1.3533798 9.4275180 8.7542559 10.9154281 -0.3836423 6.8956347 9.4538601 1.4908781 10.9640323 10.4102851 4.7179505 11.8756157 11.1064261 9.3673971 10.3851466 10.0513865 15.9427702 NA 8.6498339 10.1668371 5.1189120 7.6050957 8.2076215 6.2888366 3.1078385 11.4463978 10.7563885 10.4694605 9.3701848 3.9140957 4.7996313 9.5706071 8.1633055 8.1709996 9.3757443 9.9368353 10.7965273 7.0115884 13.6907196 1.0314658 1.0314658 4.4908781 10.3724112 7.4949732 8.7012191 10.8720296 6.3578775 -0.9686048 9.7344868 7.8339647 11.0780660 7.1055901 10.7591562 8.2384625 NA 3.3168553 -1.9686048 12.1174187 8.0356690 9.8008731 7.0314481 9.3746342 8.4826595 8.0552027 10.8406136 9.1950980 2.0314658 7.7074054 4.4743906 9.2536395 NA -1.9686048 8.5233016 9.2007471 10.9699254 8.6285698 9.6775570 9.2758123 10.6250729 1.2013829 10.2469814 8.4119096 9.9380798 4.0538151 9.9983143 7.5471483 -0.9686048 8.4524612 13.9919029 1.8387905 10.0978740 11.5199162 8.9224726 4.0087289 7.4129915 10.9368354 10.8804625 9.6308963 10.7021046 11.6734606 10.6825001 9.1235449 8.9614465 8.0634943 10.9900011 8.6401007 4.7456945 4.3890023 -0.9686048 0.3533233 8.8548157 10.4831747 9.1432363 8.5041393 9.7411225 13.9458335 3.9383423 10.1360472 7.9592265 11.8039692 10.4959942 9.0860526 5.7038731 11.3863864 11.7938304 10.9186690 8.9547983 3.2444000 10.3584396 10.2197282 11.8532224 8.8886519 10.3909234 10.1393193 9.2396828 8.8484320 3.9621881 9.4540389 6.1963552 8.5021074 10.8113729 11.5522279 9.0225379 3.0314481 11.7181677 9.2596658 11.0089072 4.6461569 10.2026253 10.4381849 12.3305848 9.3801766 6.2935434 NA 8.6313612 7.1294809 9.7060821 7.9621858 10.6578259 8.9547759 7.7266766 10.6443169 8.6350749 0.3533233 6.4577125 3.9621881 2.8894346 3.4237664 -1.9686048 10.5972645 6.8706520 6.5152646 10.3319898 6.3542335 -1.9686048 10.7221012 10.4939507 11.5865168 11.5818344 8.7231920 9.5618548 6.5805013 10.2873622 11.1868991 10.6773320 10.4795647 11.8928261 -0.3836423 8.0552027 -1.9686048 9.9213326 10.3840437 9.2935431 8.8078813 13.6644436 14.0539246 0.0313952 10.3277911 10.1169208 -1.9686048 3.8894249 9.6440221 -1.9686048 -0.9686048 7.0342630 7.4408393 14.7170322 11.4405887 8.3156939 8.9002709 10.1350641 11.3632051 8.5879545 9.3228608 11.1130983 1.3533798 0.6164518 9.7056407 9.6874263 7.5802706 5.0538151 11.0907928 10.0486048 11.4510136 10.2315102 7.7266766 10.5150123 7.6516681 4.4677425 9.8925352 0.0085285 0.0085285 0.0182980 -0.2909000 0.5704800 0.0000000 0.0049121 -0.3062500 -0.0645240 -0.0524790 -0.0904090 -0.0763600 0.0085285 0.0085285 0.0085285 0.0107570 -0.5998900 -0.5998900 -0.5998900 -0.5649100 0.0166650 -0.2909000 -0.2900700 -0.0058983 -0.2905000 -0.2905000 -0.2948300 -0.0020244 0.0036617 -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 10.293250 11.651095 12.775126 10.279672 9.344331 12.474651 3.889425 2.731878 7.257860 3.675308 12.242120 8.732434 7.442959 9.995136 8.677890 9.279969 12.019600 6.457712 10.862756 8.206374 8.781318 8.643109 9.982748 7.804587 7.531294 10.751906 13.284816 9.7362167 10.5960743 NA 9.0765254 7.4702399 10.4317942 10.4285882 11.4417673 8.5263040 9.8572022 7.3488609 9.4026806 6.6716939 7.7126866 9.4707599 5.8193514 3.5550063 9.2590644 9.4949728 12.4528558 10.4453407 12.7842472 8.3069562 6.8831980 11.4257771 16.0116493 11.4768513 14.3084633 11.0347906 0.3533233 11.4077095 9.1175847 11.1069275 9.0744757 9.0860526 9.6972284 9.8917594 10.8765463 11.6762038 0.0313952 5.8193514 14.4788565 11.2453120 8.7318882 9.1957268 9.7800605 -0.9686048 11.6292682 NA 12.7169637 11.4748168 10.7133456 11.0307438 10.0440729 6.1555691 8.0044284 8.6789068 9.1703600 6.2457675 12.9319171 2.6752966 13.8838804 11.8965050 8.2829309 10.2771556 10.1897425 4.9739648 -0.9686048 9.0229703 8.3352291 9.3180061 9.8946320 11.1579916 11.7927918 10.1409526 1.3533798 9.9699254 8.0880859 9.1155925 11.5569692 10.4872893 2.5550063 10.0713956 10.3909234 7.9473278 9.1432363 4.6753022 10.8113729 11.2180269 0.4908781 13.0576260 12.4778209 10.7179489 10.6443169 7.4535135 11.1289868 10.5240527 12.4664362 10.0442684 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 1 3 4 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 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10.200706764 8.489283614 7.220611462 9.246996105 8.680325060 NA 1.020555538 4.971069858 8.475825420 8.596389930 3.416474970 6.683266950 10.700437377 12.088906273 9.499960262 10.868207157 10.928727547 2.808796896 8.905325324 8.326374205 8.968189271 11.261578884 8.692605390 8.775132211 6.738408469 7.724820095 9.217380747 12.146632600 8.179178603 7.060337104 NA NA 9.958545466 10.023348790 4.908332570 7.350171897 3.738411171 9.126426230 9.375758427 9.888156160 6.851109367 3.908332570 11.599185641 7.815224447 8.825871787 11.446975640 5.654885167 9.962410640 NA 7.965302921 10.914332731 4.171366976 11.148860339 9.807187296 8.510558478 NA 10.526964250 10.160688296 9.493296472 7.910336322 2.940035163 -1.583376408 9.397334506 8.717977267 10.587970519 1.223854985 6.859424212 10.216167331 4.859422969 10.414366011 7.957577443 2.223824101 12.234690576 12.106806346 9.585152969 10.542862787 8.618604643 16.505041439 NA 7.671509223 10.746277239 4.971069858 7.471762993 7.320362824 4.683269758 1.154194325 11.605687759 10.518128399 10.894239205 9.442312593 3.625936734 -1.583376408 9.296829734 8.528920543 7.673868729 8.998622865 9.627152277 10.675046949 7.181352058 14.557091037 2.116930278 -1.583376408 1.001441974 10.248183996 7.984437258 10.304463014 10.740661482 0.001441974 NA 8.616153289 6.900296861 10.837328011 7.286846041 11.360094602 8.356060155 -1.583376408 4.031192259 NA 10.900800331 7.654885883 9.357528473 8.244617385 9.460875026 8.549622969 7.819493200 10.733328069 8.873861788 2.416488481 9.044926561 3.908332570 8.875912423 NA NA 8.247787983 10.121249094 10.977530155 8.709952615 11.688673263 9.109967998 10.704193294 1.001441974 9.871808080 10.338693602 10.286980459 4.370680433 10.046292828 5.842745066 NA 7.988233632 13.844022931 NA 7.774033236 13.047828520 8.344259063 4.645298164 6.821622212 11.105386845 11.332733608 9.986810949 11.290885989 11.414286669 10.592965722 8.558587934 10.168443349 9.665001500 10.479876036 9.679967191 NA 1.586404475 NA NA 10.278343285 10.895755968 9.435376484 7.765209175 9.362326980 11.349064781 3.116913648 9.101229582 3.774027963 11.488445969 10.793962597 8.927245222 6.305224547 11.157526503 13.119248829 11.178239884 8.362992306 3.252400520 10.354590232 10.238653368 11.593433189 9.427708195 11.380641255 9.623495257 9.029349351 11.312056174 2.116930278 8.016393801 7.102981400 7.867692027 11.065512468 6.828288840 8.795230889 1.738421981 11.828786106 8.945911393 11.390357612 9.760221778 9.679750140 10.132013951 11.783622600 9.647101846 6.466330198 NA 8.588908356 7.477177025 10.362656175 9.719690848 10.456770632 9.009871996 7.217380989 9.981582979 9.495965723 -0.583592591 5.405165295 0.738378743 3.940044563 4.171366976 NA 11.865371547 5.116921963 5.197841807 9.440235280 6.255683891 0.001441974 11.681363302 10.288386134 11.409773147 10.759388978 10.731064161 9.449608006 6.723316909 10.742348514 10.787168295 10.431198797 9.971069715 11.239051777 NA 7.642892869 1.586404475 9.840647178 9.139288369 8.903315801 8.526311432 12.079816652 13.101941507 0.001441974 9.761331654 10.225847167 NA 4.391472168 8.564627006 -0.583592591 NA 7.571299100 7.720261362 14.693931785 10.608474675 8.499960262 9.397334506 9.514513069 11.092878814 8.249370910 9.319180076 11.148012112 2.323370069 1.001441974 9.625934361 9.186318803 7.137580370 5.482570815 11.989536314 10.452654527 11.188795469 9.654389890 7.092437916 9.066635212 7.239848622 4.844757227 9.581387781 0.0077256 0.0043990 0.0160930 -0.0047602 0.4876100 0.0298930 -0.0037919 -0.0061594 0.0207100 -0.0051751 -0.0327080 -0.0071100 0.0077256 0.0077256 -0.0163180 -0.0073862 -0.5543100 -0.5135600 -0.5239000 -0.5239000 -0.5239000 -0.0047602 -0.0054884 -0.0037919 0.0077678 0.0077678 -0.0017153 -0.0010227 -0.5377800 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 9.353855 11.952485 13.427446 10.052652 8.597633 11.956972 2.738400 1.738422 7.538014 4.299127 11.961807 8.246473 7.774033 10.453911 8.487232 8.682096 11.767420 5.535422 10.140568 9.126426 8.944935 9.251497 9.393653 6.892215 6.760777 11.143125 12.642441 10.049021757 10.604451486 -1.583376408 8.042189594 7.821622212 10.202342049 10.843007736 11.349987142 7.405165295 9.508577407 7.795859139 9.938081384 7.268230387 6.947862492 8.933165997 5.635649928 5.261970778 7.530222940 8.413660506 12.814356051 9.714543472 13.739817204 6.017507742 12.642441452 11.095741105 16.338920140 11.683852837 14.117787380 11.173662522 0.001441974 10.299887871 11.106697193 11.123192763 8.676224030 8.927245222 9.516486208 9.736717328 10.947374892 11.397869795 0.416515504 5.393759397 13.714077172 12.043444716 9.364117798 8.402322690 8.886122714 NA 11.086694547 NA 12.743121071 11.357497353 11.025890551 10.700437377 8.968189271 6.556032359 8.209271068 9.185492199 8.648901838 6.217380020 12.570563257 2.223824101 14.023319842 13.269644244 8.268229919 9.818480402 10.496632214 2.808796896 0.001441974 8.790433541 6.514513660 9.628369166 9.962893114 10.734176131 12.181559782 8.539308890 -1.583376408 10.386946387 4.001441974 8.930208647 11.767558180 10.120816913 3.116913648 10.212114777 2.116930278 7.081816811 9.435376484 6.924275697 11.065512468 11.581702001 NA 12.578006499 11.888917906 10.979677198 9.981582979 7.657271997 10.229861262 10.498962664 11.905760681 10.213972249 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 1 1 NA NA 2 3 2 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 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.664646e-06 6.936026e-07 -0.65267451 11.08401210 10.07829347 8.84824078 1.15477761 10.08633543 5.96842488 -1.65244772 2.50766780 5.14181287 8.44937442 9.32396289 4.88655990 7.37806591 10.52855100 12.32923361 9.41684861 11.10791085 11.87181805 5.43486171 9.58520631 8.72785989 9.96394758 10.59087032 9.18581477 9.02247379 6.08886666 8.44147642 9.33466279 12.96325828 8.12688822 5.66932730 NA NA 10.09936122 9.73917945 5.06164229 7.47410340 3.66932163 9.61477075 9.45068649 10.44608891 8.94172345 2.43485504 11.63828159 9.79912504 9.27961360 11.83347959 7.89429333 10.49173838 NA 8.67382811 11.23442893 4.51732609 11.80118384 10.16198125 7.90390474 0.34743889 10.30843244 10.30567966 9.45461577 8.09894269 5.88655746 1.34738219 9.48950581 8.01273459 10.90916405 2.04785244 7.39996658 9.53722325 -1.65244772 9.93751801 10.54030805 4.41348577 11.98784371 13.34634174 9.23766314 11.35984876 9.73756779 15.80731062 -0.06763641 8.42954776 9.82818902 4.90198673 7.71153345 8.39724722 7.17076633 1.24659050 11.13305556 11.11247763 10.19602174 9.94824092 3.47667979 2.80683958 9.54092406 8.54215549 7.90006797 9.49460362 9.91154823 10.44904627 6.82313282 13.68529939 6.94731198 -0.65267451 4.32468101 10.23538087 8.73218269 8.75466641 10.67971513 3.20537687 4.12875531 9.44411397 8.14829862 11.69517099 7.37530448 10.51230571 8.69058436 NA 6.65573821 NA 11.59146526 8.12875840 9.43154273 6.04783936 9.90342577 8.46633999 7.40539083 11.37063336 9.86899922 2.73971851 8.58221614 3.70494941 9.16438228 0.66929895 NA 8.46244256 9.29795462 11.10249496 8.60714201 9.73380020 9.65403018 10.61330677 3.73971851 10.07999017 7.58580383 10.11488389 4.27813347 9.85865726 5.39179177 -0.65267451 7.48695003 14.06035561 5.72243870 10.72758926 12.64345461 9.33608340 4.49714608 7.28991283 11.19131984 10.84973333 9.61125484 11.26756553 11.41681668 10.80657419 9.30086777 10.36281384 8.86408367 11.05583609 9.53994432 3.51732609 2.43485504 0.93236359 -0.06763641 9.80580545 10.12670770 9.49904959 8.32896613 8.92768553 9.87731727 4.04783499 9.23766314 5.47668303 11.77077736 10.19131984 8.98673943 5.11558264 11.20109820 12.08496301 10.93611339 9.20581499 2.22317539 9.81500440 10.09517216 11.72012782 9.03389923 10.62061161 9.53845804 9.18502679 9.30159519 2.87095647 9.22621613 7.12547546 7.45592308 10.97059443 11.60645935 8.72382815 2.59533656 11.55776571 8.89622068 10.36837877 8.37668586 9.59651218 10.28477264 12.16218149 9.95888471 6.91345313 NA 8.13693217 7.04436680 10.19014197 9.09894296 10.69214409 9.32109605 7.24524464 9.73002274 8.39042608 0.34743889 8.65003786 4.41348577 3.73971851 3.66932163 3.55684628 10.96118826 5.98402419 6.12218608 10.20774866 6.33432156 0.66929895 10.69474328 10.43552453 10.86359130 10.91701711 9.62119437 9.43283145 5.80354737 10.75864497 10.92033581 10.50316574 9.81805773 11.09643014 2.15474521 8.73326112 -0.06763641 9.70054566 8.65801149 9.62700942 9.10562204 13.20479667 13.33248468 1.34738219 10.95357263 9.80375319 -1.65244772 4.64715906 8.84667665 -1.65244772 -1.65244772 7.68278887 7.89429333 15.01304004 10.89533921 8.48695003 9.42954776 9.56232505 10.51826278 8.46244256 9.55763180 10.94916954 3.39179521 1.34738219 9.88072853 9.56414473 7.49968328 4.49714608 11.36211670 9.99170579 11.09663972 9.64144506 7.93611317 10.48918666 6.09559113 5.26638178 10.50348181 -0.0023553 -0.0023553 0.0094491 0.0000000 0.4860100 0.2501200 -0.0034232 -0.0167040 0.0365120 0.0365120 0.0365120 0.0267950 -0.0027707 -0.0027707 -0.0060904 0.0052749 -0.5147000 -0.5147000 -0.5105300 -0.5105300 0.0094491 0.0000000 0.0042034 -0.0140690 -0.0080062 -0.0080062 -0.0167040 0.0024969 -0.0555510 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 9.911548 12.135199 12.536683 10.312101 9.859151 11.189160 3.517326 3.595325 7.118888 5.595328 12.147894 9.082591 8.567777 10.240954 8.601341 8.234620 11.066146 6.815004 10.464392 9.647179 8.458535 9.095415 10.290826 7.704951 7.272212 12.018829 13.434572 10.01451026 10.32467865 -0.06763641 8.20848556 7.83322787 10.10478874 10.88364602 11.60227977 8.42554952 9.79912504 7.94358850 9.58460873 7.12875840 10.06378954 9.12300913 6.07531869 5.88655746 8.62584836 8.40944482 13.00052376 10.35021379 13.38726029 8.22678306 10.32396289 11.42888224 15.90420417 11.27998264 14.06118802 10.70714832 2.43485504 10.82768408 10.99934740 11.24429878 8.92104590 8.98673943 9.64946637 9.83222166 11.48438987 11.60271659 3.10228859 6.34739814 14.31766918 11.63424529 9.87291954 6.46633999 9.47022671 -0.65267451 11.02137027 -1.65244772 12.86118805 10.76401949 10.52512974 10.528551 9.963948 6.921046 7.369767 8.905820 8.958424 6.301595 12.488285 2.739719 13.227221 12.263651 8.518576 9.659130 10.066788 5.205381 -1.652448 8.845251 7.720264 9.370460 9.836745 11.506955 12.388459 10.102286 2.047852 9.716451 8.065075 9.340337 10.821358 9.718631 4.019826 10.069352 8.523572 7.623523 9.499050 4.154753 10.970594 11.377549 1.087259 12.697026 12.482066 11.033680 9.730023 7.295766 10.999123 10.928128 12.155996 10.617314 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 5 1 NA NA NA 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.1420986 10.6335237 10.2242356 8.1775855 1.6652563 9.8330449 6.6553805 NA 0.7609448 5.6523287 8.4009452 10.1357819 5.7158934 8.8522667 11.0578924 11.8117460 9.2630548 11.2878431 12.1739120 4.7405552 9.2394563 9.0746593 10.1241143 10.6931743 8.4372294 8.5618168 6.7034039 8.7812410 8.8913362 10.3569919 7.6613990 6.3336473 -1.1420986 -1.1420986 10.4272943 9.8480173 5.6128007 7.6748970 3.3814772 8.3853905 9.4466280 10.5938924 8.3336469 3.7158934 11.2862735 8.9440496 5.4428772 11.5437572 5.8465986 10.5751614 NA 7.7034032 11.2933232 3.1058457 11.4645499 10.1679580 8.0228205 NA 10.8853495 10.0840486 8.8579135 8.1105788 4.6908026 -1.1420986 9.6310526 8.4927245 10.4726232 0.8579014 6.9186093 9.0867320 0.4428639 11.1010873 9.6708929 6.2416171 11.1527351 11.8658167 9.6010647 10.8018933 9.5548808 16.0803687 NA 8.6971170 9.9736073 5.3657065 7.4689384 7.8968325 4.5858339 2.0967004 11.6466317 10.8526203 10.3260283 9.9118393 4.7648026 2.9453830 9.9904130 8.0575857 8.0000203 9.1741949 9.9762057 10.1804049 7.4353419 13.4863589 1.1798295 -0.1420986 5.6780916 10.3741058 7.8995726 8.9897703 10.4995136 4.9664397 -1.1420986 9.0101983 7.3736134 10.4443451 6.4945372 10.9067408 7.8691404 NA 2.3173330 NA 12.1176566 8.3617390 9.7580255 5.7767778 9.4485004 7.4239672 7.8437553 11.5700104 9.9104814 3.1798454 7.7974923 4.6128007 9.0526702 NA -1.1420986 8.6668776 9.6716946 10.2752385 8.8423318 10.7591574 9.4258694 10.4813377 0.4428639 9.6668775 9.1787139 9.6620443 3.9453736 10.0969151 6.4353419 NA 7.8775044 13.1404951 NA 10.5474746 13.9421820 8.4466280 3.4428772 6.8236971 10.2651811 10.9566035 9.7451339 10.9070812 11.5324389 10.4573614 9.4596841 8.7481778 9.6019061 10.5613844 8.8746799 3.1058457 1.1798295 0.4428639 NA 9.0855293 11.2799781 9.4981583 8.3255191 9.6216070 13.3154866 4.7648026 9.3265373 9.1820939 11.9120089 10.2280559 9.0489726 5.8691410 11.5210267 11.7804978 10.4712424 8.4496039 3.7858121 9.8635379 10.0032087 11.2030414 9.0502062 10.8992303 9.7625480 9.4391140 9.5644094 1.6652563 7.8091983 6.5993803 8.0051181 11.1258704 11.8331093 8.8276164 3.5017703 11.5024457 8.8885804 11.0855293 9.0228202 9.9152282 10.7278927 11.9884839 9.4945380 5.8236984 1.1798295 8.2587926 7.2925416 9.7700541 9.1854659 10.5721804 8.8280193 8.1456260 10.1194206 8.2220481 3.0278441 4.9240048 4.4428772 0.4428639 4.8351914 0.8579014 10.8473079 7.0722323 6.5721590 9.6010647 6.6306574 0.4428639 10.8684415 10.2187605 11.1246999 11.5559669 9.1559759 9.0726088 5.5095407 10.7390273 11.7063407 10.6052672 10.1582660 11.6734968 NA 7.8830532 -0.1420986 9.9929814 9.0963180 8.7602885 9.5678588 12.7718312 14.6337808 1.4428639 11.3227144 9.6310526 -1.1420986 4.0673634 8.1910686 -1.1420986 -0.1420986 7.2587931 7.5993803 14.6233808 11.1349101 8.3557651 9.5188007 10.1153012 11.8289180 8.8294570 8.8589697 10.9651305 2.7648132 3.5017703 9.4076980 9.7819835 7.9559457 4.0673634 11.5228050 10.0557443 10.7745393 9.7677915 7.9159051 10.3657081 7.4615400 5.4897452 9.7057537 0.00019475 0.00378200 0.00878830 -0.00190450 0.48307000 -0.00232000 -0.00716050 0.00017403 -0.00315060 -0.00315060 -0.00315060 -0.00315060 0.02304100 0.00019475 0.00378200 -0.00425760 -0.52417000 -0.52417000 -0.52417000 -0.52417000 -0.52417000 -0.00190450 0.00475440 -0.01778000 -0.00214910 -0.00214910 0.00017403 -0.00688420 -0.00245840 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.208300 11.287843 12.480652 10.036578 9.440055 11.686050 3.987194 1.857901 7.435342 5.412504 12.571515 8.423568 4.639273 9.103228 8.366382 9.333647 11.741320 7.002572 10.517017 9.252376 8.697117 8.621839 9.383395 8.269425 7.404808 10.688429 13.155904 9.5496569 10.6612373 NA 8.9009408 7.6523295 10.1158904 9.9794469 11.2077474 9.3567625 9.4918168 7.8522667 9.5143383 7.2630551 7.8179155 8.8649407 5.7767778 3.3173475 8.1820939 9.4485004 13.4271163 10.4409961 11.9574256 7.1394726 8.2394563 10.8229761 15.8237991 11.5566180 13.2787289 11.2707478 1.6652563 11.1559759 10.5404691 10.4215863 9.1513850 9.0489726 9.3853905 9.9460391 11.0972136 11.4827065 5.0278397 5.8004288 13.2973183 11.3607452 9.7550025 9.2066415 9.5695803 NA 11.2399970 -0.1420986 12.6029574 11.2561039 10.8635379 11.057892 10.124114 6.442876 7.353769 8.961201 8.881668 6.427769 12.955269 2.317333 13.668184 11.909632 8.758780 9.782948 9.999382 4.665268 -1.142099 9.031590 7.926692 9.285226 9.898826 11.086431 12.051901 10.618217 1.442864 9.582427 8.490909 8.898203 11.613844 9.983972 4.250234 10.058812 4.812108 8.791604 9.498158 4.639273 11.125870 10.970353 NA 12.416573 12.260259 10.470321 10.119421 7.572159 10.073446 10.983972 11.711239 10.705930 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 6 1 NA 4 2 1 2 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 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 0 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11.9081492 3.5089737 9.6611615 9.0072289 10.4047654 10.5977134 7.8076363 8.1893027 7.8209461 9.0963430 9.0161386 11.3155600 8.0927619 6.8819301 -1.1347938 -1.1347938 10.3075472 10.0487573 5.7354870 7.3163331 3.6200116 8.4463224 9.5759283 10.0129629 7.9710302 2.1870392 10.6316508 9.2542154 6.3808212 10.3822992 5.0549483 10.3818069 NA 7.8337889 11.0100988 3.1130503 10.9769097 9.7416389 8.0623387 -1.1347938 10.8961201 10.5892990 9.1667210 8.0072291 6.6595379 1.1870709 9.5646944 8.4835075 10.4835075 2.0350608 6.1412468 9.4336007 -0.1349522 11.0078672 10.0021130 6.4798320 10.6631279 11.4759161 9.8373838 10.9432727 10.2363541 16.3657694 -1.1347938 8.8861020 9.9040409 4.8193208 7.5375469 8.0174070 6.2314439 2.4845249 11.3484339 11.0930387 10.1842296 9.7877064 5.0549483 4.1870472 9.6964291 7.8566440 8.2445004 9.1354174 10.0406715 10.2718584 7.1597422 13.9622899 1.8651270 -1.1347938 2.9525759 10.4510234 7.5793672 8.9512582 10.6283343 4.5655606 -1.1347938 9.3599775 7.9499306 10.5115502 8.0425415 11.2240478 8.4538365 NA 4.5089800 -0.1349522 12.7345230 8.3039136 9.9657843 3.9095139 9.6635937 7.6627837 8.0770101 11.4352148 9.6233451 3.7230998 7.6948447 4.2913899 9.0512361 0.8651270 NA 8.6900808 9.9505944 10.5836548 8.4273644 10.4844249 9.6057460 10.2798072 3.8193208 9.9703757 9.0611092 9.4121707 3.6724819 10.2374429 5.8309068 -0.1349522 7.6366116 13.7430291 4.0350432 9.3729166 13.7121303 9.1689027 4.4500829 7.0450312 9.2477460 11.0684700 10.1631845 10.8999209 11.2845555 10.7951200 9.1562927 8.6660219 10.5393142 10.7485289 9.1460551 2.7720123 1.6724706 NA 0.4500631 9.0549464 10.9389288 9.7106121 7.9122457 9.9512051 13.3826683 6.0842897 9.0249933 6.0148685 12.0566439 10.4144253 8.9814660 6.3080659 11.3393349 12.5984551 10.8050684 8.9029433 4.8387350 10.1954786 10.0135985 11.5883563 9.3070286 10.7693803 9.2745128 9.0951425 10.6250102 2.7720123 6.7839857 7.3408551 7.9892435 11.5302358 10.1414615 9.1775284 3.1130503 11.6507787 9.1166044 11.3183926 8.1960390 10.0604941 10.2574393 12.0577230 9.5972894 6.6724763 -1.1347938 8.5533724 7.1689027 9.4890034 8.9258179 10.8448615 8.9419376 7.6724770 10.2643999 7.9552343 3.5089737 7.1082955 3.9944077 3.2184402 4.6200116 0.4500631 10.9308747 7.7659888 6.8651220 9.7231029 5.6040239 NA 11.1316157 10.3950405 11.0864070 11.5364418 9.7606972 9.0546871 5.8668116 10.6639987 11.5752826 10.8573522 9.9657843 11.6172935 2.3245514 8.0647945 -1.1347938 10.0419184 9.0212051 8.9122460 9.5116807 13.4745316 14.7222595 2.3245514 11.2668015 9.8337887 0.4500631 4.1772800 8.4594464 -1.1347938 1.1870709 7.2871869 7.6497570 14.7398392 10.8516857 8.3080655 9.5904882 9.7199902 11.9863316 8.6980118 8.7857725 10.9762576 -0.1349522 2.9525759 9.8149487 9.6275040 7.4871736 5.7231025 11.3617261 9.8010236 10.8538066 9.8909537 7.8623014 10.4278414 7.2273291 5.3436068 10.0806550 0.00194180 0.00194180 -0.00166290 -0.00871460 0.43513000 0.00000000 -0.01009400 -0.00270630 0.00013863 0.00013863 0.00013863 0.00013863 0.00194180 0.00194180 0.00194180 0.00332990 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13.8770092 11.4958441 9.1539879 6.6724763 9.7401034 0.4500631 11.1819691 NA 12.4484398 11.2921623 11.0344206 10.793270 10.404765 6.035048 7.653024 8.651392 9.138918 6.168903 13.012933 1.865127 14.271925 12.230624 8.594743 8.843489 10.505367 5.035048 -1.134794 9.153988 8.138917 9.610796 9.825124 10.922775 10.975279 11.025624 2.035061 10.494934 8.084291 9.041295 11.237715 9.947271 2.865127 9.952585 7.479832 8.470602 9.710612 5.952585 11.530236 10.844547 0.865127 12.864065 12.437704 10.620009 10.264400 7.753865 10.836306 10.265468 11.621463 10.516420 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 3 3 2 NA 4 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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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2.68297773 4.21186883 8.46530804 5.85677410 2.95406600 6.55463029 10.26813680 12.33080971 12.15416986 10.66801769 11.48426514 4.07436842 6.83565001 8.44033766 10.44731718 10.44940455 7.78585980 9.28615597 4.65932521 8.02109602 8.93830344 9.64555649 8.10088201 5.34937236 -1.56960767 3.67843253 10.50264149 10.43543160 6.53379693 8.10293417 3.07436842 8.69612391 9.61476431 9.89454405 4.92236438 -0.56939357 11.02530002 8.90624244 10.35457910 10.99608702 7.01170919 10.11306467 -1.56960767 8.27285929 10.07796729 4.83989914 10.75243702 9.91633825 7.28225816 0.01549757 10.76102808 9.93877420 8.99084172 8.12573736 6.78365571 5.00036514 8.93234617 8.70430450 10.52491649 3.95407531 7.26655888 9.50598796 0.01549757 10.42768840 11.19372130 6.23786387 8.88362509 11.37320665 9.19039708 10.52689463 7.79245260 15.65042423 -1.56960767 8.70895833 11.23705851 5.38470606 8.65209601 8.14475459 4.28849146 4.90429622 11.36124627 11.00982484 9.40205254 9.95210929 2.23786960 -0.56939357 9.10470122 10.55721334 8.86305074 9.04337732 10.46048620 12.16150967 6.79245325 12.62979783 6.08872041 -1.56960767 8.62033348 10.48680788 8.14818522 8.95210929 11.95063645 -0.56939357 NA 5.21186883 9.67665564 9.97821322 7.19205999 10.69465824 9.63691277 NA 5.70663277 3.78805922 13.01482554 8.17366015 10.94003648 8.07976530 8.69495156 7.84836129 8.03227996 10.25666006 8.68080747 1.23786960 8.06168603 3.28849146 8.50598816 -1.56960767 NA 8.69025225 9.59667207 10.18956490 8.30087371 11.56830060 8.90421462 10.10470122 2.01546189 10.95333560 8.94620888 10.25268140 4.61796254 9.93929403 1.43049939 -1.56960767 6.92236200 13.26665791 3.23786960 11.66742001 10.04751712 9.75637652 3.88994074 8.08514471 5.23786195 10.78393148 9.91482834 11.30125891 11.76219424 11.23786381 6.63996288 9.00699334 12.13495296 10.32418966 9.48686217 3.75243819 5.95407065 1.88994074 NA 9.26734829 11.47319427 9.36714694 7.99846519 10.14579742 8.37887615 4.18539878 9.36567395 8.45979594 11.55026061 10.82711370 8.46942774 5.90624124 11.50197125 11.01805208 12.61002928 9.56617965 8.24165860 9.86409435 9.45079432 11.79368548 9.14561301 10.24509142 9.80826163 9.12573710 7.39340505 1.43049939 8.43472955 8.26023177 8.17870170 10.77785348 5.39906169 9.39300726 7.84201965 11.33269557 8.94423650 9.96578428 8.96286478 9.85152169 10.68553750 11.89530989 11.71489926 7.69729566 0.43049939 8.29004374 6.14475408 10.87474733 9.74622458 10.75854420 9.73486015 7.97933087 10.10778815 8.27913185 2.75242748 5.53903470 6.28225816 2.13096381 4.01547081 -1.56960767 11.02949188 3.07436842 4.69729566 9.04889442 5.49659657 1.01549757 10.41954858 11.09139618 10.54425112 11.21227841 7.95993936 8.44033766 6.43832113 10.27049998 9.04981180 10.99680083 10.21145871 9.84836145 7.28537725 9.14818522 NA 9.54620284 7.85677348 9.66472762 9.71185949 11.16034203 10.24308732 -0.56939357 11.79669452 10.72225519 -0.56939357 5.77035864 7.64967725 -1.56960767 0.43049939 5.93035414 7.84413705 15.53045251 9.67552081 6.87759212 9.57580432 10.43858728 11.08916668 9.32456874 9.49152224 11.29798069 4.07436842 0.43049939 10.49289236 9.72971692 6.98893004 7.18539680 11.37887615 8.43753612 10.86591874 10.54084862 3.85677659 9.16860117 7.56270035 6.91202586 12.05187401 0.00013863 0.00013863 -0.00013862 0.00000000 -0.01344900 1.67340000 0.00041593 -0.02289400 -0.15960000 -0.01043400 0.10045000 -0.01780300 0.00013863 0.00013863 0.00013863 0.00597000 -0.00013862 -0.00013862 -0.00013862 -0.00013862 -0.00013862 -0.00526160 -0.00332430 -0.00885260 0.00652620 0.00652620 -0.01503800 -0.00484610 -0.02794500 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 0.584 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 0.636 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 0.584 0.584 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10.940036 8.111748 NA 8.970637 7.015472 9.069850 9.679029 12.201070 10.617242 7.747922 1.015498 11.134196 8.866179 9.901168 11.259637 9.238669 2.678433 10.544251 4.102935 7.011709 9.367147 1.015498 10.777853 11.077967 NA 12.303761 13.088441 10.937808 10.107788 7.056218 11.243689 8.782552 11.365453 8.893369 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 6 1 NA 5 2 1 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.465322 9.493657 10.113614 9.803805 9.380515 8.694144 9.883178 10.265230 10.671025 11.511400 5.122437 4.742168 14.030475 10.799341 9.204717 7.236561 9.554419 -1.235144 11.517057 -1.235144 12.989340 10.980837 11.581669 10.6310055 10.1279253 5.6475275 7.2962674 8.9472801 9.0845578 5.3942432 13.6441779 2.9348184 13.7327424 11.8851236 8.5231091 9.4989517 10.1069603 4.4087390 NA 9.9931031 8.6762776 9.1700272 9.9584110 11.8291232 11.2137763 11.9631772 1.5722591 9.5130785 7.9718999 9.2952921 11.2484496 9.8635758 1.7648981 10.0074644 10.3846471 7.3040446 9.7955528 6.5850647 11.5044553 11.2684630 0.7648557 12.9326958 12.2026377 10.7241632 10.1202368 7.8010590 10.5164298 10.2010767 11.3640523 10.3330651 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 1 3 1 1 2 3 2 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 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8.9131817 2.7542248 2.4647205 9.4477147 8.1308465 8.0679355 8.7273382 9.6184140 10.5997178 6.8835109 13.5567441 2.2947825 -0.7050999 6.9386528 10.3799366 7.2225737 9.1888561 10.6801193 -0.7050999 -1.7050999 9.3426016 7.7084238 11.2911178 7.1774395 10.2898566 8.0124726 -1.7050999 4.9095043 0.8797842 11.8884207 7.7786120 9.5598250 1.9952312 9.9462963 7.8835109 7.4821481 10.7242029 9.1574336 1.7542462 8.2225742 4.1774395 9.4279384 2.4647205 NA 7.8339552 9.2656211 11.2116087 8.6795800 10.7595971 9.4078872 10.1391097 1.7542462 10.0969086 7.8065490 10.0555619 4.4633151 9.9462963 6.1339991 -1.7050999 8.9856672 14.3636374 5.2947972 9.7745764 12.5268423 7.5871182 3.5042517 7.0662851 10.5830855 11.3835844 9.9733963 11.1560769 11.7238119 10.6668450 8.9725158 7.6257132 9.2099285 10.8693897 8.6511489 5.8722255 -1.7050999 -0.1202942 -1.7050999 9.0328885 10.5382677 9.5859668 7.9422547 9.8622628 8.8722248 5.4747053 9.8965669 3.9095043 11.7295547 10.4653472 9.3829218 4.5615828 11.9954526 12.0949883 10.8373444 8.9842527 1.9036168 10.1153740 9.9480892 11.2103021 9.2031887 11.1622680 9.3613966 9.0471768 7.2518980 3.6523488 9.3809324 7.0496841 8.8493851 11.1173670 10.9642969 8.8707229 2.9952312 11.5101775 9.2306978 10.6586572 8.7936452 9.7387758 10.4935482 12.4407283 9.3289074 6.8797584 0.6167341 9.2061883 7.7521772 10.0265395 8.9168480 10.4825503 8.5103290 7.9332321 10.2645424 8.5272170 1.2947825 8.0973127 5.2255333 1.4647205 3.7210664 2.1021542 10.9101959 6.7542275 5.9952358 8.9447258 6.7441517 -1.7050999 11.0328884 10.3938152 11.5156279 11.2435284 8.5403489 9.4839844 5.9686345 10.5418336 10.7773521 10.0638075 10.3544786 11.8801108 -0.1202942 7.9512212 0.6167341 9.8750548 10.1221388 8.7786120 9.1597561 13.7835464 14.2403772 2.2016966 10.5151745 9.8344396 NA 3.5370227 9.5008032 NA -0.7050999 7.9689887 8.0090414 15.5420005 10.9305529 9.1292673 9.4858555 9.3742809 11.2690315 8.3514340 9.1575806 11.2825931 2.9952312 1.6167341 8.8984224 9.7152829 7.4366732 4.2947972 11.1966059 10.0843298 10.9643456 10.0998588 7.3227024 11.8183581 7.8722248 4.6169046 9.7268161 0.00263570 0.00263570 0.02960600 -0.66956000 0.02244400 0.00126000 0.02174400 -0.03053300 -0.05990500 -0.05442000 -0.06259500 -0.06329800 0.00263570 0.00263570 0.00263570 -0.05124600 -0.68909000 -0.68909000 -0.67012000 -0.67012000 -0.67012000 -0.66956000 0.01307400 -0.00567570 -0.00069303 -0.00069303 -0.02516500 0.00463650 0.00000000 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 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 10.004311 11.525717 11.079022 10.361558 9.523014 11.433548 4.102154 2.294782 6.883511 4.272075 11.312822 8.712206 8.800608 7.053186 8.605114 9.083514 12.114975 6.322702 10.602851 9.809017 8.889121 8.354722 9.760648 7.963681 7.210675 11.114576 13.792679 10.006033 10.822029 -1.705100 9.118959 8.005603 10.606261 10.218866 11.334572 8.738776 9.511542 7.810496 9.226272 6.841690 9.183539 9.409840 4.967219 5.089210 8.758321 9.703657 12.791026 10.205439 13.118114 7.252827 9.064634 10.598577 15.497657 12.021334 13.989535 11.005603 2.995231 10.859898 10.587980 11.023567 8.931421 9.382922 9.960132 9.694074 10.777604 11.704318 3.464721 5.770530 14.525454 11.219980 9.361558 7.680658 9.836861 NA 11.915360 NA 12.771922 11.706246 11.163619 11.0997338 9.9427042 7.4672240 8.1005399 8.7521769 8.4981443 4.8797597 12.6008344 2.5427286 13.9802841 11.8378280 8.0413103 10.3789934 9.8266649 5.7866486 -1.7050999 8.7836406 7.0596678 9.5236149 10.2891496 10.9576871 11.8683250 10.1705455 -0.7050999 10.0871798 8.4659728 9.0555162 11.5862547 10.2446229 3.1021542 9.9716348 10.2569692 9.9961026 9.5859668 3.8797548 11.1173670 11.4568727 -1.7050999 13.3109515 11.9784488 10.6056929 10.2645424 7.8104958 10.0413105 11.1387172 11.7511211 11.0782774 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 1 1 6 2 2 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.5852270 11.7209341 10.1749611 8.2369288 5.3156169 10.5181455 10.3858542 8.6765400 8.2251409 7.2627845 -0.8740845 10.0850707 8.7219830 10.6515587 1.2957230 7.2290812 8.9626326 6.6610683 10.6228966 9.3671806 3.4833515 11.4084169 14.5110490 9.7790862 10.8296968 9.9343552 15.9675664 -1.8740845 8.3914082 10.4440536 5.6256387 7.4318553 7.7441786 6.2185506 2.1754288 11.2823504 10.6911333 11.4120622 8.8997566 0.9331194 2.7107458 9.6673738 8.0712371 7.8906650 9.3150001 10.0561609 10.3193186 7.3949197 13.4922179 2.5181071 0.1257833 4.9071551 10.2294089 8.1384177 9.1166062 10.3196265 4.8806806 NA 10.2244833 7.1257937 10.6447562 6.7294195 10.9441757 8.0266601 -0.8740845 2.5181071 -1.8740845 11.5382307 8.3485883 9.8659957 7.6803820 10.1574944 5.8672590 7.7051091 11.7971131 10.0088182 4.4833450 7.7368179 5.1030737 9.6065834 -0.2892982 NA 8.2806112 9.8956310 10.7303464 8.8400386 10.7170818 9.7168479 10.6198988 4.7551493 9.9254795 9.2414872 9.6254000 4.6493568 10.3978397 6.7660385 NA 8.4443362 13.4117011 4.9071551 9.2369288 12.3808218 7.6276302 4.4656415 7.1891881 10.8168824 11.4926618 9.9535328 11.3083427 11.1029103 10.4301445 9.8144806 8.6256391 10.9397747 10.6350733 8.6674224 3.2550777 1.1257833 -1.8740845 -0.2892982 9.7737013 10.9309324 10.0364359 7.6276302 9.0209141 12.1876706 6.6994406 8.8184087 6.5478585 11.7739260 9.9822187 9.3849480 6.5394210 11.4054038 12.3488145 10.4287177 8.7017861 1.9917168 9.8101036 10.0737953 11.0989524 9.2850339 11.1938997 9.7326611 9.5625048 9.7822180 2.5852270 8.8494542 7.4042424 8.1783611 11.4081577 10.7007746 7.8151969 3.4833515 11.3628538 9.3303643 11.4290032 7.4855428 9.9295207 10.2872400 11.8952179 9.1102116 5.9136961 0.1257833 8.8503072 7.8520113 9.8840165 8.4352694 10.6908334 8.6116224 7.5541537 10.5383631 8.5266725 2.8262332 5.8806806 5.6335881 3.9837780 3.8262332 1.8262332 11.0664738 6.9899791 6.8331520 9.7177830 6.4359519 0.1257833 11.1368457 10.4698116 11.3802314 11.4641118 9.5277393 9.3867127 6.2472744 10.7058162 12.0009666 10.4100389 9.9124713 12.1832773 -1.8740845 7.4921152 -0.2892982 10.1547352 9.3955044 8.7902406 9.2046112 12.3663610 14.4390837 0.7107899 11.5673109 9.8460375 -1.8740845 4.2062369 8.7587885 -1.8740845 0.1257833 8.5148868 8.2881846 14.6300070 10.2271124 9.0987730 9.6741335 9.7257061 11.8727274 8.7321983 9.0841791 10.8750341 1.5852029 2.5852270 9.4013359 9.9926857 7.9539299 4.0799924 11.2637450 10.5795782 10.8477468 9.7180727 7.7163805 10.8434696 7.4065639 6.0216418 9.3653918 0.00541390 0.00541390 0.00770500 -0.00027724 0.37174000 -0.00662160 0.00346870 -0.00816240 -0.02233200 -0.02233200 -0.02233200 -0.02233200 0.00377580 0.00444110 -0.39497000 -0.00041585 -0.40418000 -0.38252000 -0.37538000 -0.37538000 -0.37538000 -0.00027724 0.00097064 0.00346870 0.00555290 0.00555290 -0.00816240 -0.38094000 -0.00249380 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 10.088689 11.297283 12.066841 10.003461 9.644446 11.759583 3.255078 3.295723 7.053571 6.181075 12.319627 8.029434 9.786680 8.268602 8.016057 9.289443 12.128696 7.313145 10.885057 8.462300 9.073430 8.463348 9.240225 7.655224 7.483345 10.778638 14.610600 10.3038355 10.5723596 0.4477379 8.9720671 7.8070316 10.2796619 10.1492011 11.9164472 9.7999855 9.6557117 8.4054036 9.7084057 7.5073364 7.0506062 9.0692970 6.6375465 6.3784579 8.7840046 9.2881846 13.4168560 10.4794914 12.7010370 6.0021264 8.2806112 10.4423576 16.1303045 12.2294908 13.6524453 11.3686696 1.5852029 11.3499457 11.2195409 11.0818063 9.4392431 9.3849480 9.0712371 9.7710013 11.5718426 11.5649735 6.3057025 6.6454293 13.7120490 11.2409995 10.1094994 7.3106682 9.0061420 -0.8740845 11.4218490 NA 12.4693954 11.7750056 11.1052184 11.3440537 10.3343324 6.6688254 8.0221259 8.5842000 9.4516608 4.6176452 12.9030064 2.6493625 14.1170493 12.1724057 8.8856814 8.6904761 9.2736341 5.3737213 -0.8740845 9.6557117 7.3665845 9.5452267 10.0206110 10.3041469 12.4193367 11.1753015 1.7107458 9.9363648 7.5415350 8.9523417 11.4610440 9.9391735 5.3737213 10.1474672 8.6552237 8.0915777 10.0364359 6.1030737 11.4081577 10.3004069 -0.8740845 12.6263239 11.7008597 10.2997826 10.5383631 6.8773369 9.9218328 11.5258721 11.9678557 10.4650252 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 6 3 NA 3 1 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 9.87450267 8.48900698 -1.55173334 0.69617191 5.88286555 8.60179010 10.27796069 5.95603341 9.03788899 11.40079716 11.68694119 10.24346583 11.97045160 12.38763347 5.13473844 9.75258922 9.40243419 10.33355299 10.25519019 8.36560987 8.56067751 7.25880909 9.09839219 9.30232705 10.76055363 8.06066405 4.22959561 NA 0.03322916 10.16976432 9.68544789 3.44824023 7.50352047 3.09208901 9.18717463 9.22877757 9.88702972 8.03882518 4.47060844 11.14737654 9.36187536 8.88806892 11.32264301 6.51432744 10.86345153 -1.55173334 7.90150833 12.16890972 2.77017361 11.54082989 10.20270789 8.49672478 -1.55173334 10.44070538 10.63872931 8.42837734 8.19810710 6.22959754 2.03319391 9.57558746 8.97864411 10.34305566 0.44826666 6.42551805 7.94409298 2.69617191 10.96196554 11.83275187 6.12066298 12.56218758 13.75917015 9.45806656 10.96097839 10.74429373 15.40643943 -0.55173334 8.88077979 10.18379391 5.50352047 7.75429962 7.79253394 6.75201930 2.15088457 10.91252839 10.10287396 10.34948194 9.40388782 0.77019475 1.77015246 9.31319777 8.40243440 7.73825645 9.65342032 9.66437741 10.13123256 7.19643098 12.14683406 0.44826666 -1.55173334 8.88702987 10.00761502 8.05926279 8.77915464 10.81319325 NA 1.90765983 11.17828340 8.35813117 10.32560262 7.62316380 10.61314485 7.47060600 NA 2.90767905 -0.55173334 10.77971476 7.79475181 9.80578997 5.69616635 10.52003540 9.00857064 7.55937327 11.21124277 9.27319672 4.09209747 7.56458166 4.94009156 9.40896400 -0.55173334 NA 8.60179010 9.36187536 10.92549020 8.55806861 10.41438282 9.22220128 10.15990488 2.44824023 9.96393775 8.23450755 8.44297334 3.77016303 10.35475275 4.90766944 NA 8.95106961 13.84172893 2.35512906 5.47060519 11.84122608 7.54363507 3.80578772 6.52505406 11.44541738 11.33450604 9.84109192 11.35193149 11.86595333 10.25277233 9.58138006 7.66498408 9.58522904 10.94034142 8.39623999 7.50352047 1.77015246 0.03322916 -1.55173334 9.86819813 10.70090332 9.76338751 7.99705977 9.71477853 8.11712307 6.78362821 9.85124994 5.36710193 11.86437568 9.52972141 9.32091289 6.42551805 11.61047187 11.88767925 10.61816293 8.17365515 3.74689317 9.95504132 10.00282683 11.01429196 8.93808580 11.06363769 10.14867766 8.96590720 8.55152563 2.44824023 9.03507757 7.08486259 8.85974877 11.36280990 10.83490608 8.22643002 3.40243568 11.30407970 9.22055246 11.74801833 8.76112102 10.27914915 10.24589943 12.38413960 9.52104053 6.91991328 -1.55173334 9.53171734 7.98739648 9.74630050 8.43265631 10.45548248 8.52237948 7.88286616 10.64022243 8.74744581 1.77015246 7.23940091 5.45946441 2.14867384 3.87450191 0.77019475 10.75771427 6.96787410 6.72900887 10.36372894 7.29350843 0.03322916 10.65860487 9.93205364 11.53950800 11.58890793 8.26041527 9.74687335 6.24583409 11.27319666 12.24214599 10.97204489 10.07166226 11.62300761 NA 7.56458166 2.44824023 10.06845773 9.67103289 8.22959754 8.88390821 14.49393360 14.19616862 7.03695273 11.13823589 10.52638871 -0.55173334 4.28112699 8.99421595 -1.55173334 -1.55173334 8.71853322 7.77691264 14.39635415 10.49774618 8.91074016 9.34834995 9.74113459 11.85935164 8.93708216 9.10222034 11.13145187 2.53570462 0.03322916 9.25075437 9.38045262 8.01429168 4.37897626 11.28488007 10.15387030 10.73479564 10.50487558 8.25236882 11.31145628 7.74292782 5.32745384 9.81346681 0.339660 0.339660 -0.388500 -0.011611 0.709830 0.338690 -0.410800 -0.020687 0.050085 0.050085 0.082332 0.059514 0.311140 0.339660 0.339660 0.314090 -0.402020 -0.402020 -0.402020 -0.388500 -0.388500 -0.011611 -0.023703 -0.410800 -0.396190 -0.396190 -0.020687 -0.017529 -0.028081 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 -0.393 -0.393 0.000 0.000 0.340 0.340 0.333 0.333 0.342 0.000 0.322 0.322 -0.389 -0.389 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 -0.393 -0.393 0.000 0.000 0.340 0.340 0.333 0.333 0.342 0.000 0.322 0.322 -0.389 -0.389 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 10.965415 11.195592 12.349576 10.034139 9.876598 11.767769 3.907669 1.033229 7.186330 5.062946 12.356537 7.751242 12.113130 5.008343 8.501471 9.545612 11.449998 6.907669 11.037187 7.925996 8.789201 8.866090 9.269948 8.412579 7.425518 10.757430 12.876075 10.73681565 10.80303826 NA 9.56717902 8.29372775 10.69438470 8.96196562 12.21559476 9.68305531 9.75600799 8.47034204 9.25075437 7.59034527 6.19643000 8.99126985 5.84911857 3.87450191 9.68723972 9.73537307 12.98624492 10.61691002 12.42103824 7.56059956 9.03507757 10.56458185 15.00430982 12.44568204 13.64253308 11.37712635 1.90765983 10.48578484 10.27875307 10.77607124 9.37675639 9.32091289 9.82490593 10.00138722 10.94259353 11.20145468 4.09209747 5.26841568 13.76156952 10.65799587 9.56067751 7.32840297 9.70267607 0.03322916 11.85709836 NA 12.42076902 12.02032822 11.06156696 11.4007972 10.3335530 7.0066582 8.6181630 9.1930717 9.6337329 6.3611279 13.1748515 0.7701948 13.1532763 12.6054269 8.7231985 10.6350146 9.5781649 4.1486738 -1.5517333 9.4154642 8.2377716 8.8057900 10.2446589 10.7123873 11.7933659 10.8240919 2.0331939 10.1386724 4.8232755 9.0839561 11.6610383 10.3723081 2.4482402 10.0647868 8.5684757 9.5062296 9.7633875 4.4926351 11.3628099 11.0855420 0.4482667 12.7106998 11.5342082 9.9830271 10.6402224 7.8035887 10.0313206 10.2555928 11.8471098 10.6830344 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 1 1 4 2 2 3 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 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 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 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 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 7 0 0 0 0 0 1.456566e-06 3.814814e-07 NA 10.1053334 10.4385675 8.3018935 1.1894767 9.3970786 9.0745250 NA 1.8053337 3.5113795 8.0380773 9.3051479 4.9708122 5.8547911 10.7261870 11.8847911 9.9964064 10.9158830 11.8225628 3.3187362 9.0231347 9.3618815 10.1316020 11.1747624 7.6631596 7.7266725 6.9105528 8.4013425 8.8387101 11.1850446 7.6340966 4.9443431 -0.2256662 NA 10.0720971 9.8609951 3.9708169 6.8512318 1.7744181 8.4989306 9.6555305 9.5535888 8.8032435 2.5817610 11.0282641 9.7105637 2.0963293 11.5347207 7.7516967 11.2220164 NA 7.7856441 11.3679633 2.9968045 11.1681645 9.8137926 8.0781973 NA 11.0557072 10.1501729 9.3533301 7.7286131 7.6282458 0.9968226 9.5666647 8.2460917 10.4693548 0.9968226 6.3442728 9.4474310 2.2769135 9.0910751 9.6339513 5.8476663 13.4365872 11.2836967 9.5956590 11.3151904 10.1392808 14.9771271 NA 8.2090449 10.7956279 4.0223412 7.0781978 7.3442719 6.6692337 1.0769695 11.6465784 10.7640476 11.4528700 8.7602585 5.2006809 2.3593806 9.3155132 8.7593097 8.0128212 9.5125088 9.4098324 10.8851173 6.9642415 13.2543652 -0.8104601 -1.8104601 3.9443431 10.4869436 7.9309212 9.6057238 10.8846824 2.3593806 NA 10.0104308 6.3238798 10.9246314 7.6468352 11.2543652 8.1609978 NA 4.0720972 -1.8104601 12.6966912 7.1083174 9.0605892 5.3891262 9.9691734 8.0857863 7.9393236 11.4543365 9.6863079 2.1894451 7.9609437 3.3593806 9.4568261 -1.8104601 NA 8.1275636 10.4299473 9.6606212 8.6662002 11.0722881 9.3360227 10.4938054 2.4373876 9.5806976 10.0458796 9.2896630 4.1570841 9.9605308 5.7286117 NA 6.7169306 13.2291871 5.1201902 7.3989078 14.1545845 8.7421231 3.7440427 5.9309218 10.5228890 11.7199823 10.2504877 10.9332366 12.4359772 10.7341771 7.9122618 8.7921529 9.6529785 10.4477257 9.3647230 4.1894530 -1.8104601 NA -0.8104601 9.1378214 9.8596677 9.3835952 7.3593788 9.7588303 12.3579695 4.2118221 8.8178995 5.8968143 11.5508496 10.8256255 9.6209516 5.2979801 10.9978150 11.7363485 10.8393838 8.5989830 2.7701948 9.8933577 10.1008460 11.4127016 9.1978826 10.2504877 9.2083497 9.0985972 12.5369370 2.9968045 8.0048373 7.2953621 8.5871287 11.6730179 9.1187052 9.1051765 3.6488911 11.8426350 9.1566803 11.7248510 8.5644936 9.8614373 10.3952473 11.4958006 9.9867103 6.3693635 -0.8104601 8.4242717 7.6051958 9.4852229 9.5951275 10.5526854 8.9036996 8.0827558 10.0132194 8.3315610 2.7130139 8.8662926 4.2338497 2.6488796 2.8333152 3.5817730 11.4850795 6.3290052 6.3543605 9.9893145 5.8773541 0.5113668 10.9353384 10.1436504 11.3310823 10.1194522 9.5287473 8.8855436 6.6514651 10.9245870 11.6393765 10.4713841 9.4242715 11.4928068 -0.8104601 7.6772940 0.7744181 9.9092707 9.1566803 8.3404706 9.1638688 13.5963234 14.6770115 NA 10.7402009 10.1246191 -1.8104601 4.1667315 9.6672478 -1.8104601 2.8899018 8.0812379 6.7593103 14.6350186 11.3179318 8.8864215 8.8583391 9.2139013 12.3331562 7.7986325 9.0611514 11.3785064 0.7744181 1.9968226 10.1138954 10.1964814 7.5873852 4.2118221 11.9886345 10.3915779 10.7697127 9.6564431 7.3915779 9.8351125 7.4655786 4.3792813 9.0435433 0.0234640 0.0234640 0.0184210 0.0119960 0.0079010 -0.0013482 -0.4959800 -0.0042554 -0.0823230 -0.0823230 -0.0823230 -0.0801050 -0.4881400 -0.4881400 0.0234640 -0.0024562 -0.5119500 -0.5119500 -0.5127100 -0.5127100 0.0148970 0.0119960 0.0082336 -0.5024600 0.0050346 0.0050346 -0.0042554 0.0039231 0.0014244 0.000 0.000 0.000 0.000 0.000 0.000 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 9.9895451 11.5445298 11.6244732 10.5079969 9.3817469 11.2516689 3.0474337 0.9968226 8.1245897 2.9443337 12.3757231 7.7112313 7.9691735 10.5249002 8.2754574 9.6199067 12.1471910 7.1083174 11.3200246 10.1609977 9.0567328 9.0589090 9.4108480 8.4702249 7.5181291 11.0942769 14.4355080 11.0423737 10.7252154 -0.2256662 9.0636669 8.1624336 10.5906002 9.7271577 12.0531564 9.1407388 9.6519563 8.6240822 9.6863079 6.6732695 8.9401612 9.1451040 4.7593103 7.1724475 9.0270819 9.2125154 13.4781039 9.1142665 12.3978409 5.8495215 9.1253559 11.1308685 15.4025108 11.7953965 12.9822444 10.9753152 1.3593525 9.6782984 10.4809126 10.3621941 9.2568885 9.6209516 9.4391602 10.0694201 10.3005897 11.2128619 2.0963293 2.8333152 13.3531843 11.8510095 9.0528661 6.3341124 9.6529785 NA 11.3880526 NA 12.6206252 11.1262337 11.3718485 10.7261870 10.1316020 6.5945948 6.3187362 8.6793020 8.6230394 6.3940253 12.9690042 2.8899018 14.4842184 13.3136562 8.5817715 9.2362848 10.4412323 3.4373876 -0.8104601 8.9518360 6.9903536 9.6020238 9.7701837 10.9925761 11.6813072 10.5620471 0.5113668 10.0755317 8.7715961 8.8351125 11.3674964 9.5903335 2.9443337 10.1663761 6.2979782 7.5492040 9.3835952 5.7593103 11.6730179 11.1207456 -0.2256662 11.9468441 13.0939005 10.0740062 10.0132194 7.0443220 10.8933577 10.4215752 10.1579769 11.6778654 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 2 NA 4 3 1 6 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 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 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8.6688485 7.7722453 11.7997874 12.0009328 8.8029935 9.9706036 6.1065514 5.9988364 8.7771438 10.5165525 8.3202283 2.3095255 -1.0124608 -1.0124608 10.0415360 10.7673295 1.5725502 7.5949404 3.0750705 6.2067780 9.9242481 9.8354504 9.1360868 2.3095255 12.4988686 8.2683811 1.7949772 12.4051989 11.0340520 9.7640432 NA 8.8268138 10.7412448 3.7949668 11.7355933 10.3533857 5.2913899 0.5725987 11.6984617 10.3425757 9.6484974 8.4490896 5.6458227 -1.0124608 9.4582690 7.3799276 10.0941731 0.5725987 8.8579748 9.7324439 7.2402752 9.1373572 6.2543975 3.2355433 11.2823801 11.8226736 9.6749858 10.8877222 7.8975030 14.2074215 NA 6.5111723 8.1749621 5.1168929 8.5498524 7.3451622 6.4954042 2.2279259 12.7916403 12.2282524 10.6692878 3.5725744 0.9876119 3.8944977 10.3642782 9.0333699 9.7189291 7.3582978 11.0797065 10.4300353 6.8641267 14.2142105 2.3095255 -1.0124608 1.7949772 11.0168973 7.8579748 9.1039542 11.9877862 NA NA 5.8702537 4.1575369 10.0057617 10.9293914 10.8809116 7.4794634 NA 3.4470369 NA 12.1460620 8.7852716 10.7294984 5.9648907 10.7433323 8.9805483 7.6023203 11.3415839 9.1749621 0.5725987 6.2913917 1.3095255 9.6251406 3.6880460 6.9648895 9.1411622 11.1565956 11.6513906 8.7722450 11.0391590 10.2085930 10.8729252 4.3095400 9.8877222 6.0750726 7.7787730 4.3451622 10.3637355 5.7155310 NA -1.0124608 13.6153720 4.7949668 1.5725502 -1.0124608 10.6453752 5.6314652 6.5875225 8.3027595 10.6876163 10.6945378 10.8960027 11.4672060 11.9647111 6.9988375 11.1746528 12.9891063 10.8660443 8.7359540 4.2730160 3.8455904 -1.0124608 -1.0124608 11.0206889 -1.0124608 9.1860550 7.5688104 9.4312272 6.2260152 3.3799259 8.5287069 8.8884769 11.9326881 12.1159267 7.5306420 4.4138716 9.9883143 10.9157583 10.7214728 9.7415371 7.4168077 9.4180626 11.3588423 12.7154242 9.3407570 9.1811354 11.6919461 12.3292679 1.7949772 4.3095400 7.9960390 10.0272146 9.5257989 10.0196558 11.3017543 6.5652651 2.5725744 9.3895563 8.6511683 10.7860819 5.1970633 10.1506308 11.9189017 11.5150871 11.2695401 5.6314652 NA 9.6160557 6.9064734 10.8725438 7.4429377 11.0820177 9.5238573 8.0750732 8.7557946 8.5800671 2.9876119 5.9648907 7.1117314 2.5725744 7.3004935 3.0750705 11.5282225 2.7949565 9.0127497 10.5220346 10.3596698 5.1373560 11.2173302 10.8061923 11.4529214 10.7420801 9.3140396 8.6160739 6.0529462 8.9153879 8.8929972 11.3887563 8.9330538 8.4934216 1.7949772 8.6776080 NA 10.7176556 4.5725744 9.6662103 10.4258821 12.3987238 14.1628088 0.9876119 7.7189294 9.6458216 0.9876119 4.0320038 5.1168929 1.3095255 NA 7.2307842 7.3582978 13.8811961 10.3197026 8.7121239 9.0974407 9.9847896 10.7512375 9.3396536 9.5037335 10.7824321 1.3095255 2.9876119 10.1903462 9.8228710 7.7689697 6.9533945 11.8181253 10.9075907 11.6941061 8.8471448 5.3451622 10.2555672 4.0767728 2.8731832 10.3495539 -0.4492100 -0.4492100 0.4220100 0.4018200 0.3982800 0.4074500 -0.0077572 -0.4655600 0.0000000 0.0164360 -0.0104630 -0.0104630 -0.4419900 -0.4737400 -0.4613000 -0.4062700 0.4258800 0.4258800 0.4258800 0.4108700 0.4108700 0.4018200 -0.4646100 -0.0434100 0.4292400 0.4292400 -0.4657800 -0.4711900 0.4139400 -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 0.422 0.422 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 0.422 0.422 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 7.979132 12.134815 NA 10.359387 6.503311 8.672359 4.870251 9.599557 8.245210 3.379926 12.344337 9.170985 9.991831 8.278528 6.968035 9.744166 11.572573 9.298223 10.883942 7.366988 8.536432 9.416651 10.877076 7.216429 8.327460 10.323000 11.813364 9.51215181 10.62015099 NA 9.68196801 9.23078399 8.35174492 12.51117207 11.29651792 5.49540416 11.15784819 7.61331874 9.23435066 5.37992588 9.52385733 11.48770505 6.60966190 11.78587937 8.39912109 8.11431444 13.14377222 9.10525326 12.88081682 5.57046597 11.36346411 8.78040033 13.89130370 11.16035010 12.52810145 10.22840145 1.98761192 9.88847690 8.61878705 10.61878714 8.48745580 7.53064199 9.44908962 9.79978737 9.32076536 11.08892926 3.63146520 5.55746523 14.02912681 11.74145363 10.30897456 6.80139150 8.35611651 -0.01246084 10.06709496 NA 12.31922688 8.71507105 9.77795865 10.5262840 11.7997874 3.3095400 11.1357689 8.4694094 9.0360969 5.7155310 12.5984020 1.7949772 13.3500334 8.6845775 7.4834651 6.6949693 11.1900401 3.4470369 -1.0124608 10.4501124 10.0422145 10.3863538 8.3117905 11.0993979 13.1535378 8.2567366 0.5725987 10.6758604 7.2730123 9.9131645 10.9595128 6.7491615 2.3095255 10.4904419 -1.0124608 6.1271607 9.1860550 9.2993585 10.0196558 9.2116119 NA 12.4984979 13.6778264 11.1354510 8.7557946 6.5949411 11.5631494 11.4726847 10.7750965 10.0498789 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 5 2 1 3 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 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 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10.362074663 8.015165242 0.311968051 10.756287689 10.405239448 8.622302988 8.361802567 8.699109814 -2.009843833 10.314206406 9.056114999 10.104744195 1.990010902 7.316455324 8.602894427 4.199476046 9.918174067 9.356894505 7.282347131 10.877960377 12.481440580 10.162765928 11.014299843 11.310262289 15.384312697 -2.009843833 8.814984538 9.027572922 5.790925785 7.574988535 7.223645540 8.677401474 2.311968051 11.337370412 10.891835563 10.182626879 9.087399722 2.847996907 5.169933016 9.640628881 9.017931927 7.714539523 8.874959530 9.987911019 10.002999489 7.650022058 12.807359310 1.159952045 -0.425075022 5.724734845 10.262655602 7.782816100 9.025512233 10.593188571 3.797376201 NA 10.515057183 7.878768862 10.183427956 7.789307360 10.921502087 7.475855001 -2.009843833 2.382335243 -0.425075022 11.131654043 8.224843403 10.101487645 4.098554307 10.757589606 6.908888546 8.525301158 11.000553936 9.333211491 4.978712747 7.106370307 5.139772344 9.456612126 NA NA 9.215835825 9.688296475 10.188470903 8.521407282 10.351695570 9.699109641 10.435299383 2.797386577 9.945675732 7.386630771 8.572346661 3.797376201 10.680896852 4.920764910 NA 7.734859978 13.329005918 5.973018832 7.623021102 11.581665098 8.447406866 5.169933016 6.728117791 10.137548863 11.429337325 9.920023931 11.440463911 11.392533006 10.560593165 10.564382837 8.593652185 10.855179168 10.630270766 8.684105137 5.810204006 1.690461795 -0.009989098 0.575021826 10.162765928 10.085093179 10.585982640 7.578740253 10.372512068 10.155875065 6.457632046 9.186628069 6.797381389 11.917248281 9.403124750 9.739057225 6.199479973 11.463224257 12.020693003 10.562489245 8.701830416 3.519843797 9.833554418 9.990378007 10.776295501 9.194597066 10.341793326 9.629818682 9.407878284 9.859619731 4.159952045 6.887871281 8.129577194 9.316455324 11.576513824 9.326498924 7.526894337 5.457630405 11.643542730 9.039874527 11.844602089 8.478870311 10.009616605 10.418124260 11.846743162 9.404711144 7.721344631 -0.425075022 9.646003665 8.418386045 9.720496002 8.221246827 10.482317196 8.782002553 7.660681946 11.001951953 7.907397854 4.347580623 9.549402914 6.194597312 3.237946061 5.704271639 3.544609026 10.588776277 7.177377677 7.833946970 10.960131783 6.198162123 1.159952045 11.020865380 10.477614698 11.491365503 11.196735018 7.781188547 9.514097400 6.533521300 11.734754619 12.440012741 10.755519211 9.867309941 11.947490725 -2.009843833 7.998454474 -0.009989098 10.303759176 8.470816250 8.663335012 9.234984319 13.493758449 14.968278256 3.944221271 12.219145070 10.515791383 -1.009843833 5.477625524 8.097203612 0.797345071 -2.009843833 8.491863115 7.542695281 14.147155650 10.138867829 9.495837443 9.906278523 9.246234438 12.610417543 9.224244596 9.095855869 11.003697447 -2.009843833 2.237961353 8.990729989 9.946765068 8.838648653 5.597355370 11.432710222 10.390104775 10.967663541 10.021382421 10.262655602 11.450481748 7.546531812 6.091003703 9.547968174 -0.0011597 -0.0011597 0.0049969 -0.0050759 0.3359300 0.0045800 -0.0018363 -0.0066432 0.0120970 0.0120970 0.0056346 0.0209030 0.0070115 -0.0011597 -0.0121560 -0.0045695 -0.3073300 -0.3073300 -0.3073300 -0.0051227 0.0056873 -0.0050759 -0.0065341 -0.0206870 0.0043021 0.0043021 -0.0066432 -0.0029091 0.0000000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.9500278 11.2809087 10.4136671 10.0453084 11.7424065 11.7325458 5.8542126 0.9900109 7.6065747 3.4162858 13.7116591 8.7595414 4.9900245 8.9564232 8.4705133 9.4642388 11.6979242 8.3409650 11.4325806 9.0310003 9.0193130 8.4749896 9.3132665 8.3298757 7.0933140 10.4128791 11.7639892 10.833947 10.901980 -2.009844 9.145476 8.119309 10.444325 9.796173 11.681115 10.239436 10.173041 8.816320 10.242987 7.114147 8.699971 9.265568 5.449459 7.905905 9.366151 9.443811 12.553222 10.259737 11.897010 5.719104 9.586216 10.289234 14.904236 12.298080 13.425110 11.707167 1.159952 10.360441 11.342069 10.353887 9.502273 9.739057 9.191537 9.995300 10.934555 11.714217 5.465759 6.023448 13.609287 10.793955 9.802203 9.063043 8.852663 -1.009844 11.727696 -2.009844 12.752512 11.724186 11.434135 11.621544 10.639731 7.017932 6.001253 8.465759 9.936201 5.056115 13.795128 3.544609 12.826126 12.327090 9.168691 8.121510 9.571697 5.848007 -1.009844 10.689598 9.425175 9.620293 10.115116 11.277594 11.757486 11.814090 1.159952 9.912982 7.369405 8.997754 11.804308 10.205862 2.690462 10.487878 6.758210 8.038513 10.585983 7.053421 11.576514 11.133569 NA 12.534568 12.063749 9.864239 11.001952 7.347578 10.241804 10.228132 10.881101 11.219636 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 1 NA 4 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 10.0045274 9.8139365 NA 2.2760202 5.7162419 8.4346716 8.6878264 4.5308885 8.1331967 11.1027008 11.9979667 8.5568302 12.0030866 11.6591725 4.0361252 9.5007610 9.2623157 10.0180789 10.6285794 9.3808219 9.0185975 6.9987551 7.8941035 8.9473780 15.4271829 8.3277659 7.1427453 -0.4233328 NA 10.3294895 9.9342427 5.1158489 7.6045970 4.1616539 9.6687871 9.3816284 10.2675618 9.1969107 5.3580516 12.1729970 8.3448751 7.8317196 11.8545593 4.6427824 10.6946585 -0.4233328 8.7812620 11.3175256 4.6427824 12.7118389 10.5493116 7.7264382 -0.4233328 10.4570013 10.1699839 8.5809113 7.9754347 4.7264389 0.8986340 10.2631913 8.6681262 9.9844897 0.1616942 6.4895799 10.2402488 1.8986340 10.2662520 8.0705460 3.1002544 12.0523318 10.7463026 9.4654340 11.0160023 8.2115019 15.9592135 -0.4233328 8.6319733 6.1235855 5.3181577 7.1877153 6.9120810 6.8850301 0.5766672 11.2092316 10.2051363 10.0087106 5.8895733 5.4221792 1.1616297 9.4079981 9.8311289 8.0904184 9.9823640 10.1700819 10.3024830 7.2349027 13.6418965 2.2771218 -0.4233328 4.8434764 10.3988633 8.5221346 9.4307799 10.8824675 -1.4231393 1.3840498 8.6799786 7.8340785 10.8453117 8.8758989 10.6770245 7.7289755 -1.4231393 9.2078677 -1.4231393 9.8741802 7.4895799 9.6176654 6.5710442 11.2039966 9.2160314 7.8850301 11.1670439 9.1408402 3.5766914 7.9839587 5.9342428 9.2960795 NA -1.4231393 9.1235852 9.9603950 9.5745759 8.5148000 9.7156026 9.1139091 9.9919043 1.8986340 9.1522301 8.5582581 9.3506541 4.5308885 10.6868478 3.6641528 -0.4233328 7.7162419 12.7283416 1.1616297 4.6852169 9.0665386 8.3415624 4.6852169 6.9903184 9.3605076 11.5424750 10.4284398 11.4346717 11.6983586 10.3269790 9.3759723 11.7043627 8.0237738 10.3202630 9.9356716 5.7466164 1.3840498 -1.4231393 -0.4233328 10.3572306 11.0481120 9.6045968 7.2060473 8.3286363 8.8758989 6.7213494 8.2892175 4.6641528 12.4687592 9.9924325 9.3735416 5.4715094 12.1773006 13.3000317 10.8272853 8.3379925 2.1065158 9.6135512 10.1849456 10.7277073 9.4888317 10.2866362 9.0914047 9.1821704 12.2672344 2.8246253 4.6210848 7.7111170 8.0113190 11.4820778 11.6904215 7.4798498 2.3840498 10.9765027 8.4562739 11.3572306 7.8736071 9.7671329 9.8269892 11.4034378 9.4245312 6.1616539 -1.4231393 8.1672776 7.6535065 10.3282349 8.5879181 10.5234253 8.8328995 8.6969286 10.5261528 9.5525387 -1.4231393 4.3315762 3.4835836 0.1616942 1.8986340 1.1616297 10.9087273 4.6852169 6.2420270 10.6280799 6.6963069 1.8986340 11.5641324 9.8376103 10.9076076 11.1893289 8.0217057 10.6327357 6.3482466 10.9190433 10.9209867 10.3678536 9.6481532 12.5895771 -1.4231393 8.3775906 0.5766672 10.1973688 9.2952237 8.7059738 9.5997520 13.1724727 12.2430257 2.5766914 7.6982240 10.1639996 -1.4231393 5.2183821 8.7580789 0.5766672 NA 8.5308870 8.4835812 14.4072802 11.6335198 9.2446892 9.7175205 10.4524401 11.0810132 9.3299075 9.2378096 10.5081670 NA 1.3840498 9.1849455 9.3349139 7.7590852 9.8986189 11.6302773 10.3783991 10.6956318 9.8258042 7.3872626 10.9432862 7.1277065 5.4592119 9.4260959 -0.00069303 -0.00387790 0.00346870 -0.00207840 0.00166420 -0.00207840 -0.00553750 0.00097064 -0.04983000 -0.03517900 -0.03517900 -0.06464800 0.00485790 -0.00069303 -0.00387790 0.00000000 -0.35703000 -0.35703000 -0.35202000 -0.35202000 0.00346870 -0.00207840 -0.00207840 -0.00553750 -0.00383750 0.00306300 0.00097064 -0.00387790 -0.35339000 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 9.478990 11.515719 10.982630 9.763424 9.303760 11.636373 2.483571 3.277137 7.176604 6.700811 12.219645 9.145796 8.072546 10.401824 8.534170 8.747868 11.889432 5.786144 10.694658 8.393674 7.793437 8.379175 9.148131 7.571044 7.131280 11.050397 12.392674 10.4443557 10.5952387 NA 9.2675618 7.8963627 10.2371324 9.7590851 11.9907153 7.6238149 10.0503965 8.6878264 10.0899249 7.7491186 9.4623871 9.6760385 6.0113190 5.9076070 7.5879177 9.4730232 13.1680962 10.2119554 12.9313534 6.8760368 10.7766697 10.2714839 16.7321613 12.6910838 11.9342428 11.2866361 2.2771218 10.7671328 8.8997454 12.2357947 9.5496705 9.3735416 9.3432197 10.0519176 12.3758712 11.4805707 4.5990559 6.6373871 12.7927189 11.4424241 10.6551751 6.1987417 10.7615661 0.1616942 11.1180294 -0.4233328 12.5833675 11.6166156 11.0620169 11.1027008 10.0180789 7.7640429 8.6904328 8.7453627 9.3139381 6.6956320 12.1926284 2.0361165 14.0262263 13.4525361 8.7812620 8.4778291 9.7321415 5.5766914 NA 9.3046112 6.3181577 9.3332471 9.8000530 11.0399597 13.0355459 9.2429147 0.1616942 9.6904330 7.4221809 8.9903187 11.4553165 9.9042434 4.0685418 10.6763673 3.8620943 8.1597735 9.6045968 2.5766914 11.4820778 11.7899469 NA 11.6791586 12.4985317 10.0705462 10.5261528 7.7788144 10.9641697 11.1946173 12.1677350 10.2615621 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 6 1 NA 1 2 2 1 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.3813539 9.5824501 8.1640139 6.2016280 -0.4707288 9.1649210 8.0990585 10.6387071 1.8511194 7.2807466 8.7971599 0.5291713 10.9242014 8.5543425 6.4599398 10.3765773 11.6756124 9.7128382 10.8117122 10.9306158 15.6872997 -0.4707288 8.6991279 9.9523187 4.9886347 8.0895358 8.1676389 7.4209868 2.7899796 11.7996442 10.9367362 10.8278382 8.9428309 3.4360952 5.7580206 9.7325509 8.0488389 7.8823496 8.4315778 10.0175452 10.6604168 6.9845301 13.5230700 0.1141005 0.1141005 3.8867550 10.5327208 7.8146049 9.0230582 11.1399970 3.3365548 -0.4707288 9.2899227 7.6533245 10.4240054 7.7842318 10.6754533 8.2740366 -1.4707288 2.6991296 NA 12.2917925 8.6520307 10.3445862 3.9215220 9.6846536 5.7091114 7.6272347 10.8315562 8.9053283 3.6584857 7.8261188 3.1141671 8.9783515 1.3365690 NA 8.9300824 9.3268645 11.6135130 8.4848527 10.9223251 9.5756448 10.7125281 4.1439158 10.7833457 8.5858406 9.0509897 3.0527637 9.5093425 4.0527637 0.5291713 7.7842318 14.0354794 3.1730635 9.9773191 11.0300448 9.0605843 3.4834031 7.5515706 9.6357658 10.6199769 9.6053504 10.4577212 11.2406462 10.8603998 9.4435880 8.4569806 10.1319017 11.0016399 8.6163606 2.6991296 0.8511194 -0.4707288 NA 9.2253010 10.6783148 9.5460112 8.3902898 10.2027327 6.4480667 5.2157019 8.7959893 6.9762857 12.0702995 9.7441291 8.3887376 6.4179453 11.2569106 12.0431772 11.2250836 9.1420621 2.9754651 10.3248367 10.1155735 11.5137993 8.9354079 9.8312705 9.9004350 9.8140269 10.7598238 1.3365690 9.2824196 6.7628232 8.2706700 11.5246167 11.2803012 7.9828647 3.8511294 11.7281083 9.0478560 11.1574205 6.7239599 10.1356081 10.6016704 12.4848528 9.6565523 7.2261704 0.1141005 9.0039229 7.0799498 8.8249718 8.5515706 10.7266776 9.1402278 7.5626256 9.8723886 8.4026471 1.8511194 8.3171055 4.2571238 3.8146017 3.8146017 2.6991296 10.7800934 6.6272347 6.9258072 10.0285505 6.4254744 1.5292213 10.4469478 10.5848242 10.9881221 11.5904053 8.7471605 8.2468793 6.3485511 10.5827894 10.8729438 10.9266101 10.0079725 10.7667116 -0.4707288 7.7652171 -0.4707288 9.8539459 9.8415186 9.4577213 9.6878125 11.9731824 14.7741055 5.1874154 11.6778383 10.1300450 0.5291713 4.6377262 8.1585047 -0.4707288 -0.4707288 5.7288756 7.3301030 15.3844364 10.8006776 7.2121977 9.8933375 9.9172202 11.8265490 9.0449028 9.0743219 10.7962821 3.0527637 3.5292088 9.7171734 10.2126362 7.4179462 5.9385940 10.9599168 9.7824595 11.5856712 10.3513753 8.0230585 10.5054090 7.3966048 5.9236650 10.1694478 -0.2620300 -0.2620300 -0.2599800 -0.5618600 0.7591000 -0.0058140 0.0034687 -0.2769100 -0.0774070 -0.0699370 -0.0926100 -0.0926100 -0.2712900 -0.2620300 -0.5725900 0.0231450 -0.5647500 -0.5647500 -0.5647500 -0.5647500 -0.2599800 -0.5685400 -0.2674500 0.0034687 0.0206230 0.0206230 -0.2769100 0.0088920 -0.0096806 -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 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12.6651526 10.9539019 10.9330138 10.6703521 10.3497807 5.8053260 7.3429840 8.7214957 9.3397745 5.2973859 13.2920396 2.5291963 14.4109860 10.8483104 8.3171055 8.1988674 9.3825125 4.6789508 0.1141005 9.7574203 8.6390335 9.2287754 9.8707216 11.3754768 11.3039899 11.4047603 3.1141671 10.1207252 7.4949868 9.0399669 11.2259531 10.5636580 3.6584857 9.7883577 9.3138376 7.8533832 9.5460112 6.1141650 11.5246167 10.9147957 -1.4707288 13.3510267 12.3247352 10.2994538 9.8723886 7.2773953 10.5653765 10.6103534 11.5383684 9.6604875 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 4 2 3 4 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.3246357 10.7111174 10.7142063 8.0151374 9.8320025 9.7514348 7.9072284 NA 0.9262272 5.4301749 8.8019919 9.2489344 4.9232158 8.3441725 10.9661702 11.8867194 8.9629998 11.6349271 11.5640306 4.8847395 8.7561049 7.9016996 10.1545623 11.2322723 7.9373821 8.1244362 6.4500746 8.2583700 9.6561409 13.6582916 7.7572767 6.9881700 NA NA 9.5609837 9.3591592 6.2973400 7.5456518 4.1015492 9.1560775 9.8551965 9.5625078 8.5192085 0.2602666 11.0126305 9.0073239 9.2630649 10.7831582 4.5821766 10.6685796 1.6752740 8.3388456 11.4623736 2.6752966 11.1676412 9.3989482 9.0600712 -1.3248164 9.8748125 10.8242627 9.5129152 8.1968878 2.6752966 1.6752740 9.5784159 8.3809199 10.9113015 1.8452291 6.1671411 8.8593941 7.9514118 10.0084426 8.8058580 3.2602515 12.4743220 10.9235114 9.2154153 10.3899621 9.5285969 15.7167647 -1.3248164 7.8250345 6.4301749 4.5821766 7.3155318 7.7196811 7.1830815 1.2286648 11.3692098 10.4664502 11.5109430 9.7653997 2.4826418 2.5821706 9.5270363 8.9029033 8.0761668 8.6338399 9.8663466 9.4301749 6.7251358 13.3331640 0.6752740 NA 2.9232062 10.2129911 8.0952477 9.3739920 11.4513090 NA 4.6976571 10.1840725 7.3477126 11.0532732 8.4745691 10.9411953 7.9836264 NA 9.6525672 4.5821766 11.9894457 7.6837161 10.0459748 3.7196763 10.6980019 9.4591041 7.6696405 11.7327714 10.2202517 3.1347138 7.7653995 3.4826418 9.6724667 4.4301715 NA 8.7574363 9.3765938 10.8889991 8.8908203 8.6148666 9.8288394 10.2867733 2.5821706 10.2583700 11.0729619 9.2048252 4.2602515 10.5313238 2.7627528 NA 7.3046443 14.5329282 6.0846787 3.8045699 8.7319252 8.3652853 4.3477153 5.9881711 12.0322894 11.0204153 9.8804696 11.1728897 11.8964152 10.7939040 8.8551965 9.8651118 7.8700441 11.2486978 9.0694605 5.5579308 5.6865145 0.6752740 NA 10.4209616 10.4276680 9.2260340 8.2337079 9.1218228 4.2602515 3.4301782 9.0050836 5.3617894 12.1368947 10.3450582 8.9836264 5.1988477 11.2305954 12.8961190 11.2588402 8.7294440 6.3424694 10.1187489 9.9921345 10.7752925 8.8439594 11.1558251 9.9836264 9.1026001 9.5456520 4.0676043 7.2899967 7.5332682 8.7534381 11.1054785 9.9515514 7.7755030 2.3757345 11.7358144 8.6060246 11.6947043 7.7994086 10.5065945 9.3903913 12.2874647 9.7474200 7.5518044 -1.3248164 8.9432445 6.5456518 8.9420737 7.6837161 10.6048120 8.4680774 8.3155323 10.3477126 8.8058580 1.2602666 4.5081751 1.2602666 1.8452291 4.1015492 0.6752740 10.9291348 3.1347138 5.7521036 10.6001480 8.1173184 -1.3248164 10.8971765 10.3388454 12.3662674 11.6331149 8.0867981 10.0519445 5.8197423 10.5425661 11.1005032 10.3472706 9.9841951 10.9864680 NA 8.2489347 0.6752740 9.7720024 9.9023015 8.7759496 8.8663464 13.1710799 12.9148858 6.7574367 10.5689681 9.6229243 NA 3.7196763 7.5851804 -0.3246357 2.9232062 8.0633045 7.8045705 15.4856832 10.5117953 8.6752874 9.2508266 9.0514126 11.7150632 8.5911666 9.3235369 10.9098054 6.2144454 2.2602365 9.5317129 9.6632619 7.6781022 10.7926058 11.2984829 9.9664580 10.8767986 10.0282797 9.0151374 11.1039092 8.1140791 4.6564563 9.9267696 0.8562100 0.8562100 -0.4529700 -0.0092666 0.8504200 0.4094400 -0.0213730 0.0029133 0.8544200 0.8544200 -0.3251900 -0.3251900 0.0079175 0.0080572 0.8595700 0.3201200 -0.4529700 -0.4529700 -0.4529700 -0.4529700 -0.4529700 -0.0092666 -0.4580700 -0.9650200 -0.4740600 -0.4585700 -0.0027707 -0.0067813 -0.4656800 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 0.469 0.469 -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 0.529 -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 0.469 0.469 -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 0.529 -0.325 9.763413 11.828998 10.561365 10.201297 9.151021 12.073363 6.297340 2.675297 8.705954 5.884740 12.368774 8.785079 12.593405 13.301981 8.517213 8.971056 10.808108 6.167141 10.953156 11.374643 8.409997 8.512789 10.765238 7.906508 6.641072 11.357843 13.420489 11.574644 11.002559 -1.324816 8.579169 8.409997 11.168893 9.995524 11.962134 7.927953 9.651851 8.582178 9.625843 6.804570 8.883522 9.138812 5.389532 5.582177 8.118231 9.082555 13.400654 10.114079 12.431427 8.019228 10.071357 11.036683 15.471352 11.824240 14.336537 11.298712 5.845212 11.020693 9.347713 11.900947 9.330818 8.983626 10.183082 10.322296 10.987603 11.100763 5.482642 4.482642 14.845702 11.188768 8.656855 5.482642 10.231793 NA 11.280998 -1.324816 12.922547 12.106755 11.114859 10.9661702 10.1545623 6.5394737 3.8452090 8.5956402 9.1919722 6.7627501 12.5500449 1.8452291 12.7541053 12.9492286 8.7400300 8.1175880 10.4463641 2.6752966 NA 8.4970614 7.2677446 9.3218460 9.8663033 10.7759496 11.6168852 9.2508266 0.2602666 10.6917474 7.8477151 9.1295867 11.1036475 10.1479781 1.2602666 9.8237638 9.3878142 8.7667227 9.2260340 7.8351586 11.1054785 11.0989285 NA 13.2655235 11.9800664 9.9420739 10.3477126 8.2027644 10.2738052 11.0659937 11.6510565 10.5306620 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 1 NA 1 1 2 3 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.8292112 7.6477290 10.2040452 10.0855509 8.6321744 8.7175657 4.3937937 8.8745351 8.7999256 11.1183690 8.0114979 6.6203973 NA NA 10.1868464 10.2827397 5.7911968 7.2339801 4.7194080 7.5559082 9.5257103 9.8728817 8.8137812 0.6896570 11.1582839 8.6341278 7.8016650 11.2349462 3.2746195 9.0324753 NA 7.6896598 10.3877857 4.1921626 11.6377837 10.6501445 7.2696045 NA 10.9883067 10.9558295 10.0976357 7.6745532 4.7771251 0.6896570 9.1436164 8.4600483 11.2917401 0.1047392 7.2796227 9.8728817 1.1046721 11.3299048 5.6438562 4.1490886 8.9136617 10.7615691 8.9949618 9.9478333 10.5246576 17.0554070 NA 7.8761866 9.6075291 4.6592852 6.9626786 9.6554441 5.5140875 3.3488273 11.8543574 12.3439975 7.9995153 9.4927146 1.4266405 2.6896570 10.0302518 7.0704816 8.8893321 8.9264712 10.2569822 10.8503717 6.0933827 13.8080603 2.1047057 0.1047392 4.9120510 10.6433714 6.4084775 7.7485538 11.4854290 3.3526314 5.4266271 7.8016650 8.0933822 10.5688142 6.5309618 10.1484082 8.9995153 NA 3.6282603 NA 12.9748694 8.3644407 10.0969277 2.1047057 8.6144724 8.1707864 7.2746223 10.2739960 7.4084784 2.1047057 7.0472123 3.6896570 8.2569823 -0.8953950 NA 8.6802368 9.0295098 10.7841775 7.6592860 9.8587497 9.2920494 10.4851584 1.1046721 10.3900996 8.9533202 9.5140883 2.5641342 9.0976358 2.6896570 0.6896570 8.6223667 14.4399830 1.6896570 10.5066435 13.7924011 10.3401134 4.0115851 6.5225501 11.0078261 9.5351500 9.8950458 9.3679666 11.1011285 11.6738410 8.6380271 7.1868462 6.6669398 11.2336583 9.2236255 4.8860575 NA -0.8953950 -0.8953950 8.0235609 10.8124879 8.0588939 8.6745532 9.6576257 8.7449425 4.9120510 9.9657843 5.4797382 12.4128942 10.3419074 7.3335159 5.0819787 10.3573629 12.7720307 11.4218273 10.1454734 3.2198965 10.9248763 9.5682218 12.8651055 9.1394964 9.4467721 8.7722169 9.3796578 8.6535194 NA 8.6025493 4.1046973 6.7841781 10.5543619 11.1979234 9.8298932 3.8051377 11.3114065 8.1841821 10.1166235 9.7386008 10.6525559 10.5156787 12.1593017 9.5445283 8.3383170 0.6896570 8.2000943 4.0588966 10.3425049 8.7322312 11.0035368 9.7221649 7.6203973 8.9296561 6.7841781 0.1047392 8.3383170 0.6896570 1.9120366 2.5641342 1.1046721 10.1987750 6.0933827 7.1215055 10.0391254 6.6124926 NA 10.8856472 10.6707514 10.8249416 11.9619008 7.8893324 3.6896570 5.0826643 9.1801765 10.4462162 11.3055960 9.2982228 10.9942013 2.2746195 8.9903939 NA 10.1270652 8.9564464 9.6292391 9.9619008 11.8425784 13.9257738 2.9120558 10.0976357 9.7850570 0.6896570 2.8051273 8.2053598 1.9120366 0.6896570 3.9120558 6.1921606 14.5822343 10.6184250 6.2027292 8.9735200 9.9556656 10.2229896 6.6669398 8.9564464 10.6788178 3.6896570 0.1047392 10.6659853 9.0354348 6.3714839 2.9120558 10.9076175 9.0190825 11.5738304 9.7771228 6.0704816 10.0272818 6.3141509 1.4266405 11.3380175 -0.00249380 -0.00249380 0.00569190 -0.00401620 0.00485790 -0.00277070 -0.00205360 -0.00512270 -0.46025000 -0.46025000 -0.46025000 0.45462000 -0.00576560 -0.00576560 -0.00249380 0.00305220 -0.62091000 -0.60419000 -0.61467000 -0.61467000 0.00569190 -0.00401620 0.00000000 -0.00622860 0.00083195 0.00083195 -0.00512270 -0.00719580 -0.00871460 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.000 0.000 0.000 0.000 0.000 -0.043 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 0.000 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 0.000 0.000 0.000 0.000 0.000 -0.043 0.417 10.277125 11.984472 7.921681 10.850792 6.343102 11.415878 2.104706 3.689657 8.431127 4.659285 11.140527 9.404707 6.488401 7.196874 7.488488 7.947048 10.014590 6.950187 9.550747 10.833043 8.269605 7.984985 10.921349 7.912052 7.284607 11.901143 11.930849 8.902359 9.710177 1.104672 8.118718 5.912053 9.217137 11.368847 10.291431 7.773582 9.226231 5.530963 8.937587 6.905598 9.472112 10.347871 6.304370 3.104706 9.658327 8.070482 12.737125 9.285850 12.221041 7.896056 10.172132 10.823658 15.737295 10.113126 13.604543 9.480823 3.011585 12.051055 9.200094 10.354996 7.755749 7.333516 8.971976 10.537761 9.594545 10.670276 3.748558 7.682126 15.899457 11.381113 9.785936 7.580430 9.740415 NA 11.167755 NA 12.732915 10.553010 10.132603 9.647729 10.204045 4.426627 5.612491 9.017587 7.530962 6.444548 12.260464 2.104706 13.892090 10.930054 7.616450 10.053086 10.188841 5.294522 -0.895395 8.272116 7.580430 9.231402 9.159980 11.736102 12.018709 9.558997 0.689657 9.125677 7.197455 8.928065 10.656406 8.730406 3.192163 9.534104 9.240407 8.362085 8.058894 3.805138 10.554362 10.160658 NA 13.759166 12.706932 11.090895 8.929656 8.084837 11.007449 9.329905 12.949166 8.798690 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 2 1 1 1 2 3 2 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 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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 6 0 0 0 0 0 1.595286e-06 4.508417e-07 NA 9.73460853 9.55347820 7.41825068 6.55347878 10.06488406 8.20225853 -1.60121185 -1.30258201 5.25664084 8.51370352 8.43208292 2.72058492 8.62868065 10.80486501 11.16643069 10.99345119 11.48794497 11.43277118 2.56859156 7.76934728 10.26284619 10.59833236 10.78344380 7.14012729 8.09736481 7.25974703 7.32050092 9.03437806 7.57108745 6.94821419 6.56356696 -0.60143072 NA 9.90149189 9.85552773 5.44305294 7.09214717 1.20601800 8.55347801 9.53821144 9.72789579 6.97608864 3.20601800 9.93344930 8.18819369 1.85810039 9.67710949 2.79098050 9.53757175 NA 8.24571717 11.28530927 1.39867872 10.47012236 9.58539337 8.07461729 -1.60121185 11.14135474 10.53759097 9.09214691 8.22679654 5.15354595 -1.60121185 9.02071193 8.37307481 10.64569743 -1.60121185 5.37593953 8.32198760 0.98360474 11.13463905 11.55711194 3.09909318 12.66883709 8.20601507 9.56168069 11.13040331 8.20762398 16.23026419 -0.60143072 8.44168722 11.08581699 4.70244146 8.18165817 8.26593894 3.44304962 3.29105832 11.52326604 10.64242911 10.53821144 9.60261982 5.43208417 3.95324661 9.47079267 7.68406199 8.60323131 9.31304514 9.63467421 10.49174740 6.83328860 13.77414074 -0.01639526 -0.01639526 3.95324661 10.22798638 8.33529789 8.63706461 11.20158026 4.92222164 NA 8.87338013 8.86524641 11.23696581 5.11290443 10.90991850 8.35285649 NA 1.39867872 NA 12.21073705 7.88448925 10.39301348 1.72058492 10.07020106 7.67245575 7.55094452 11.43449010 9.91337414 2.56859156 7.97797591 5.93004184 10.16560297 -1.60121185 NA 7.56356696 8.70927271 11.47480759 8.86626572 11.08843964 9.07108528 10.00552785 -0.01639526 10.28511874 10.48943405 10.61452968 3.85085942 10.19185686 4.85809044 NA 8.28892420 14.14839856 1.39867872 7.10601952 13.11617582 8.53051714 3.82492057 6.84987169 11.12828077 11.51305311 10.26129738 11.06421806 11.11410729 10.65102980 7.59833245 7.54586492 11.37271605 11.10321220 8.91149925 1.72058492 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-0.60143072 9.92955402 9.43483357 0.39867872 4.28130507 9.68925495 -0.60143072 NA 7.82072466 7.94362425 14.81555651 11.76116416 8.84677630 9.45394243 10.41128461 10.92271194 8.22520840 9.25198508 11.63945137 3.52794610 -1.60121185 9.70015618 9.17179929 7.11633668 1.85810039 10.96709121 10.45326436 11.07285230 9.38094066 5.90645532 9.72845643 8.20279089 5.34117454 10.05240081 0.00610900 0.00248290 -0.01147300 -0.00477290 0.71867000 0.70711000 -0.01106000 -0.00636680 0.06809100 0.06809100 0.06809100 0.06451800 0.00610900 0.00610900 -0.00830050 0.00102560 -0.01497900 -0.01497900 -0.01283200 -0.01283200 -0.01283200 -0.00477290 -0.00282720 -0.00981850 -0.00303420 -0.00303420 -0.00636680 0.00069327 -0.00238080 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.000 0.000 0.000 0.000 -0.791 0.000 0.721 0.721 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 0.000 0.000 0.000 0.000 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 0.000 0.000 0.000 0.000 -0.791 0.000 0.721 0.721 0.000 0.000 0.707 0.707 0.000 0.000 0.000 0.000 0.000 0.000 8.8621845 11.6096357 12.1534432 9.9760889 7.9513290 12.4842985 2.9222169 0.9836047 7.8395295 1.7205849 10.8593719 7.7046534 6.6607547 7.8884681 8.5973137 9.3338251 12.4023536 5.6081143 10.6226617 6.8865002 9.1510406 8.9796724 9.8381948 8.4251836 8.2267965 10.7769549 14.0008949 9.6995846 10.4596936 -1.6012119 9.1154794 8.8794503 10.3036709 10.2040009 11.4192928 7.9024861 7.6817486 8.1248781 9.0280165 7.8580917 6.6794308 8.8395291 3.4430496 1.3986787 7.6886790 10.5591618 12.8804595 9.8498712 12.1640498 5.6538769 6.0568718 10.3734331 16.1360724 11.9170673 13.9474519 11.0732937 -1.6012119 11.2506042 9.0577641 9.7600556 9.1282808 9.0999666 10.1585482 9.6430239 9.4293272 11.4170324 0.9836047 6.5835356 14.0956773 11.9131275 7.3441041 8.3514013 9.7963346 -1.6012119 11.6727470 -1.6012119 12.1130129 11.6074583 10.9793897 10.8048650 10.5983324 7.0816549 9.4175557 8.4808092 8.7899036 4.3055474 12.9482973 2.4861222 14.3066773 12.7382317 8.2519695 10.2698568 10.3014119 4.6465889 0.3986787 8.5635670 5.3528574 9.3382392 10.0497118 10.6975818 10.6803004 8.7429561 1.5685672 10.9955486 8.3411745 9.7340504 11.6307811 10.1392841 1.7205849 10.4213746 8.8280666 9.1808393 8.9094242 4.3986582 11.4243187 11.3442868 NA 13.2664697 12.3219875 10.7818243 10.8107006 8.1163367 10.4586804 10.2052097 12.3516779 11.0648441 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 1 3 3 2 3 1 1 2 2 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 4 0 0 0 0 0 0 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8.03545786 9.47159576 5.58049526 7.59514109 10.77555242 12.27895077 9.72178448 11.21686818 11.93984029 5.08126292 9.08299445 7.80078215 10.40872778 10.57619398 8.69257017 8.78596308 8.05959809 8.15396084 9.13987771 13.60048191 8.37866464 6.21371277 NA NA 10.08861230 9.84383518 5.26346640 6.87667656 3.77314184 8.74495658 9.38644626 9.95494219 8.84944576 3.02467428 11.57604018 9.81179692 9.09334889 11.12754604 6.80708697 10.46795304 NA 8.91706889 11.21212901 3.55075294 12.55613741 10.19058992 7.66622400 3.02467428 10.08853465 10.51646050 9.08904364 8.11044259 7.46563007 4.55074679 9.93108762 8.84638832 10.21252484 1.70274619 7.08818083 9.65170112 4.13570723 10.17076295 9.68631352 5.20100254 12.01571335 10.49684080 9.80078199 10.93253006 10.14320385 15.65587322 NA 8.44556450 9.13654388 4.72067247 7.99184663 7.76020032 8.16709143 1.44084592 11.06074166 11.20737025 10.02557936 9.79709147 3.13571544 0.96576582 9.23100872 8.39344623 7.65461741 9.20498506 9.78170117 10.12018045 7.16545676 12.51090964 5.29968426 -1.61927055 5.20100254 10.26537395 8.16218133 8.83922836 10.91925322 -0.03416032 -1.61927055 9.83922836 7.96390467 11.42368494 7.89257439 10.98003730 8.17848310 0.70274619 3.93541260 -0.03416032 10.96836490 8.12060233 9.82997035 2.55075294 10.03321870 8.09334889 7.97140905 10.92892122 9.09334889 3.13571544 8.34227161 5.46828354 8.70500230 1.84024165 NA 8.17361218 9.43610415 10.70134034 8.22474261 10.05059271 9.25426594 10.05986195 4.68459996 9.71453626 9.28319696 9.56601312 3.90438775 10.17767255 4.60964269 -0.61927055 7.83409239 13.87035619 6.04615706 9.55074679 11.28958966 9.20895833 4.59027265 6.43066998 11.16238642 11.17523765 10.47786631 11.04349017 11.64178245 10.58233310 9.45295448 8.26956527 9.16627433 10.78063376 9.86664607 5.64760808 1.70274619 -1.61927055 NA 9.88116582 9.19139338 9.44219293 8.04260002 8.93346199 6.36381587 6.26346452 8.55199850 6.56569770 12.40846864 9.17361218 9.60542655 6.29968426 11.47934739 12.49627191 11.07016463 8.80817651 1.48010999 10.03903322 10.09076718 11.42896806 9.02197046 10.06819746 9.39662704 9.26728039 7.43610436 3.02467428 7.80078215 7.33501780 8.36524022 11.50445822 7.56306735 8.35770110 3.99552974 11.49749062 8.26040492 11.36417171 8.85959131 9.84944576 9.75965853 11.76614495 10.02962874 7.70049382 -0.61927055 8.76776204 8.09678366 10.25503471 8.75259841 10.63599203 9.05059257 7.40596174 10.40075992 9.21212913 2.77313129 8.23413148 3.93541260 3.80708697 4.54914547 3.87267119 10.71481570 5.74714299 6.79021294 10.30677295 6.68140288 -0.61927055 10.62726547 10.00835565 11.10063836 10.81961366 7.74495624 9.23703711 5.99125652 10.98352066 10.87292531 10.32113541 9.87066972 11.87667682 -0.61927055 8.74823647 0.96576582 9.91366465 8.86161208 9.44354263 9.50494310 13.52360694 13.27549747 1.96576582 11.02016248 9.81127434 -1.61927055 3.51010111 7.91693279 -0.03416032 1.70274619 8.16872426 7.97140905 14.41079913 10.70283439 9.09420835 9.47753689 9.49911399 11.81022851 8.75586133 9.20941852 11.14797168 2.90438775 3.55075294 9.56321611 9.04526903 7.76883934 4.55074679 11.52929838 9.25349675 11.03187348 10.06030184 7.91415129 10.84791785 7.21387021 5.51175265 10.24848669 0.02216400 0.02216400 0.31594000 -0.00443120 0.63591000 0.15764000 -0.00346270 -0.01340200 0.02862200 0.02604800 0.02604800 0.02604800 0.02216400 0.02216400 0.02216400 -0.00041585 -0.51918000 -0.51918000 -0.53075000 -0.55076000 0.31594000 -0.00443120 0.01164500 -0.09787700 -0.00912860 -0.00912860 -0.01340200 0.00513590 -1.01290000 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 9.772602 12.107466 10.807087 10.031425 9.906832 12.115002 6.811274 2.468297 7.553249 5.530570 13.181520 8.801056 8.753687 8.843764 8.300013 8.546985 10.584170 6.238802 10.808658 10.075180 8.095067 9.542571 9.833887 7.592710 6.896521 11.188378 12.444554 10.364528 10.161362 -1.619271 8.390650 8.017446 10.138212 10.362389 11.358638 8.563216 9.862621 8.332864 10.100211 7.848428 10.188177 9.388550 5.346606 6.912203 9.283950 8.934451 12.876677 9.732313 13.375396 6.854609 10.746597 10.443543 15.095993 12.217168 13.983028 11.363102 1.380840 10.384340 9.337198 10.861612 8.886633 9.605427 9.520373 9.983984 11.232180 11.621458 5.943063 6.375175 13.879674 11.342271 9.465630 7.324743 8.418369 NA 11.354519 -1.619271 12.800584 11.442309 10.902177 10.775552 10.408728 7.465630 7.232571 8.995532 9.234131 7.545729 12.800821 2.468297 13.231936 13.457721 8.346606 8.959704 9.767762 5.039033 -1.619271 9.141542 7.770991 10.166683 9.800203 11.280745 12.013476 11.315618 1.702746 10.067322 7.553249 9.104483 11.218647 9.904874 3.135715 9.897999 8.414245 7.543213 9.442193 4.773142 11.504458 11.644531 NA 12.401975 12.878674 10.370571 10.400760 7.411489 11.384164 10.796828 10.938185 11.887928 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 1 1 NA NA 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 10.3386450 9.2879016 NA 2.3085939 5.0362000 8.2119788 10.3894555 5.3368618 7.5734669 10.6999761 11.8306170 10.7460835 11.0002926 11.7707455 3.8881003 10.2873660 8.7634574 10.2475553 10.7848848 9.0262706 8.9242018 5.9955184 9.9146633 8.7244088 12.6018837 8.0111109 6.7447383 0.6786128 0.2636354 10.3188940 9.9212277 4.6328440 7.2293957 3.6328498 8.0731117 9.4964322 10.4645102 7.0229448 3.9265783 11.2315583 9.5689134 6.5490145 11.4602137 3.5855395 11.0487916 0.6786128 7.9050614 11.0378496 4.0709646 11.4571370 10.5551660 7.7897847 -0.3213872 10.9346218 10.7823828 8.7132831 8.1195180 5.5241389 -0.3213872 9.8978176 8.2579648 11.0084454 0.6786128 7.5795158 9.7209925 2.6786579 10.4767158 10.7861932 3.8485779 11.2382508 12.4057187 9.9518620 10.7305377 9.7647854 16.3036587 NA 7.8283961 9.6167583 5.1543807 6.9594201 8.0623533 3.5366249 1.0005770 11.7750348 11.1789931 10.8432419 10.1695000 3.4335337 3.6328498 9.9460211 7.1745043 8.1236641 8.8207562 10.1710030 10.5036078 7.4567265 13.4614938 0.6786128 NA 4.3225051 10.4912276 7.3475337 9.0569438 10.4908264 2.7661075 -1.3212069 8.6644910 7.0536881 10.3402090 6.5366296 11.1257323 8.2139246 NA 3.0709732 -0.3213872 12.4016700 8.2158674 9.6444333 4.2022140 9.2494536 9.4158964 7.9146632 11.5783836 9.3946110 0.2636354 7.0493367 3.8079319 9.3116443 NA NA 8.6870778 9.7527906 10.1894133 8.5241393 10.6968492 9.7161961 10.7868468 -0.3213872 9.8492001 9.8448121 9.2649917 4.4600086 10.0954466 3.7230452 -0.3213872 5.4065707 13.5446240 4.0005770 9.1913897 12.6392846 8.8372589 3.7230452 7.2933585 10.5570832 10.6207971 10.0011406 10.6156550 11.8149241 11.3370837 9.7223600 9.0645116 7.2785619 10.9191423 9.0614892 3.1380772 1.0005770 NA NA 9.0996618 10.4443495 9.1982854 7.8258543 9.6250365 11.6786491 5.0709646 8.7567998 6.0362022 12.4611355 9.9790017 8.7051724 5.7554645 10.8149994 12.3663528 11.1098855 8.8158709 1.5797594 10.2522963 9.9026508 11.7447383 8.2100303 10.2997852 9.1624648 9.2711060 11.1581768 1.2636354 5.6786494 6.3225051 8.1604483 10.7497763 5.4889648 8.4514584 3.4335337 11.5247271 8.8783213 11.3916059 9.1122346 9.9994496 10.1649813 11.7039617 9.6437119 7.0752534 NA 8.0752540 7.2636119 10.4222213 9.1091017 10.7782303 9.3152737 7.3546064 10.0715031 8.3997483 1.2636354 8.0050788 2.0005770 2.3790941 3.7661075 -0.3213872 10.5020164 4.7661128 6.1784956 8.9968076 6.0349684 NA 11.1804863 10.3851451 10.8441842 11.2713397 8.4665517 8.9437485 6.7974346 10.1205558 11.1906487 11.1096243 9.8207561 12.0070435 -1.3212069 7.9617373 0.6786128 10.0869789 8.4730648 9.0460637 9.7480989 14.0575874 14.8358973 1.0005770 10.2480300 9.6828696 NA 4.3422774 8.8066434 0.6786128 -0.3213872 6.7501120 7.8156401 14.0231184 10.8198174 7.7366407 9.0394962 9.4268419 11.3583491 8.4184299 9.1453781 10.6863772 2.2636054 0.2636354 9.8416697 9.4908264 7.7093161 5.2178085 11.6136299 9.8923610 10.9915320 9.0891003 7.7897847 9.7674373 7.1380803 4.7631406 10.0811283 -1.3862e-04 -2.4938e-03 2.8969e-03 6.9327e-04 3.7166e-01 -2.3307e-03 -3.7395e-03 -1.6629e-03 8.0567e-03 8.0567e-03 8.0567e-03 6.4785e-03 3.2886e-03 -1.3862e-04 3.8854e-03 -1.4916e-02 -3.7535e-01 -3.7535e-01 -3.8235e-01 -3.8235e-01 8.3351e-03 6.9327e-04 3.5301e-05 -3.7395e-03 -5.5444e-04 -5.5444e-04 -2.4022e-03 5.5459e-04 3.3363e-04 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.369084 11.464510 9.425163 10.375182 9.618963 11.648575 3.202214 3.202214 8.156407 5.186445 11.742213 8.729083 4.585539 9.292844 8.171524 8.677239 11.335297 7.567393 10.209543 10.227952 8.564345 8.632365 9.638658 8.256078 7.142173 10.615287 12.839702 9.5497843 10.2785619 NA 7.9960616 7.0405933 9.8416697 10.3563688 10.9824299 8.4031629 9.6167583 7.3080059 9.2255437 6.5855395 8.4908264 9.3946110 6.7447383 7.2216809 7.8929684 9.1007138 13.6734887 9.5907899 12.2193826 6.1772182 10.5881672 11.9032538 15.6216217 11.1551422 13.4207480 10.7793114 0.6786128 11.6982398 10.5877921 10.0848541 8.4031629 8.7051724 8.7923914 10.1695000 11.1896605 11.0411382 1.6786579 5.8182012 13.7041464 10.9703954 9.6313903 5.3790872 8.8560688 NA 11.0471555 -1.3212069 12.7476792 11.2896462 10.8213944 10.699976 10.247555 5.473066 6.129860 8.714823 8.772727 6.308006 12.633264 3.322505 14.110147 11.992099 8.022945 9.295611 9.856069 7.996062 -1.321207 8.428518 8.404867 8.908669 9.605686 10.982144 12.065859 10.346648 NA 9.261732 8.215867 9.117441 11.100188 9.872175 3.766107 10.115361 8.428518 8.200249 9.198285 5.678649 10.749776 10.903555 NA 12.766692 12.433745 10.412088 10.071503 7.606427 10.809220 11.172505 12.368913 10.810934 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 1 1 NA NA 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.1056285 10.4222876 10.1273423 8.3861751 3.7522990 10.2584566 6.3288670 -1.1056285 1.7973451 5.4021150 8.1540652 10.8098278 5.5525339 8.2386178 11.0807457 11.9494349 8.0261787 11.0545085 12.0186048 2.5947635 9.9864183 8.7600552 10.4493903 10.2551691 8.5982256 8.9069465 8.7382429 9.3931712 8.9277448 11.3279074 8.2237372 6.5236780 -1.1056285 NA 10.4726946 10.0529317 5.4178829 7.7554090 4.0642448 8.0988932 9.5191175 10.2666428 7.6822242 4.5381781 11.2994634 9.9791303 5.1611097 11.1174186 4.9387139 10.4392863 -0.1056285 8.2518739 11.4137125 2.7016821 11.6760914 10.7216646 8.0338734 -0.1056285 10.5724466 10.6704053 8.5573998 7.9468899 4.7272125 -1.1056285 10.2072048 8.8383020 10.6862987 0.4793341 7.1183234 9.3047732 1.7016821 10.5359221 11.4139582 5.6222422 10.7016406 13.5293598 10.0338732 10.6842631 10.0748527 15.9700309 NA 8.6625064 9.7491903 5.4942332 7.3121741 8.3037127 7.3981477 1.7681208 11.1537710 11.1395775 10.0853811 9.9738067 3.0642448 1.2162376 9.9359811 8.4622781 8.2496729 8.7646865 10.2823393 10.1837645 7.3578467 13.3341528 1.7016821 -0.1056285 4.7523044 10.2978666 7.1564168 8.8957301 10.5649782 1.7016821 1.4792823 11.4909776 7.9027507 10.1737468 8.3901771 10.5067298 7.6822242 NA 3.1422500 NA 12.1232909 8.5363735 9.8419588 2.8012208 9.8629888 6.9277448 7.6525453 11.6807958 9.6781386 4.1797260 6.7830650 4.1797260 9.0853811 NA NA 9.2072050 9.3578462 10.2083386 8.4527424 9.9704695 9.9617563 10.3408883 2.8012208 10.1261432 8.8368365 8.7350997 3.2162531 10.1528879 6.6357892 -0.1056285 7.9277448 13.6663787 NA 7.9304955 12.3200623 8.7413793 3.2866446 6.9496038 10.9516368 10.8357364 9.6264893 10.7819233 11.2790113 10.7429448 9.9724727 7.9550181 10.1019464 10.7800183 8.9084959 3.9387186 2.2162376 -1.1056285 NA 9.5921582 10.5873732 9.7716060 7.7113056 9.8784555 10.8780281 6.1704459 9.3911757 7.3163865 12.0972110 9.1774103 8.8294871 6.2252383 10.8812305 13.0242489 11.2466413 8.9387160 3.2975876 10.1339204 9.6533779 11.6098550 9.1575912 10.2617367 9.3881773 9.3058328 9.2026609 3.8485178 7.0491395 7.0692478 8.7754358 10.8109478 9.1480512 7.5098043 4.0236013 11.4856105 8.7754358 11.1276420 9.0866147 10.3299922 10.1499407 11.8261675 9.4169035 8.1517097 NA 9.2844908 7.3372651 9.7000658 8.1517097 10.7232398 8.9291208 7.4100213 10.3871765 7.6188355 3.2866446 8.3720802 4.2518705 2.3537467 4.6756805 0.8942939 10.2866393 6.6691090 7.8131854 11.0770266 6.2906695 -0.1056285 11.0720529 10.6243674 10.9424682 11.8246897 8.4923744 9.1900908 6.3491565 10.8604668 12.6757841 10.6765011 9.6542101 11.5108708 -0.1056285 8.1774101 1.2162376 9.9462106 8.7554087 8.9644428 9.5209435 13.6209126 13.9546379 8.0491401 11.2170951 10.3047733 -1.1056285 3.7016821 8.5825722 0.8942939 NA 7.3205867 7.3205867 14.6609544 10.7193204 8.4178837 9.7898971 9.5372761 11.6791612 8.9441706 9.0615518 10.4877130 2.5947635 3.2866446 9.5300401 9.2855654 7.6756819 3.8485178 11.1228400 10.0427985 10.8783843 9.6233222 8.3268640 11.1401717 7.1086415 5.2928075 10.0779573 0.01000600 -0.00436220 0.00346870 -0.01271300 0.50773000 -0.04441500 -0.00857660 -0.00503900 0.01656500 0.01656500 0.01656500 0.01516800 0.01000600 0.01000600 0.01126100 -0.01710000 -0.52849000 -0.52849000 -0.52849000 -0.52849000 0.00346870 -0.01271300 -0.00486230 -0.02019100 0.01279500 0.00337250 0.00000000 -0.00912860 -0.00097017 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 11.366754 11.219346 11.364472 10.173933 10.118324 11.785916 4.103775 3.142250 7.749190 4.286637 12.945446 8.921910 7.132727 9.702393 8.282339 8.696838 10.561877 7.704893 10.387677 8.950960 8.720870 8.080312 9.878947 8.251874 7.113490 11.353754 13.289320 10.474109 10.397651 -1.105628 8.693604 7.084146 9.738243 10.270447 11.486545 9.714501 9.629032 7.247469 9.561433 6.807211 7.960411 9.298718 5.635789 4.752304 10.020381 8.981785 13.251668 9.894322 11.846699 6.669900 11.501883 11.470806 16.157188 11.584102 13.542623 10.983110 1.216238 11.115003 10.420821 10.198673 8.913913 8.829487 8.864428 9.941446 10.618409 11.205207 3.594764 6.161108 14.097185 10.593894 9.500727 6.752303 9.216250 NA 11.205219 NA 12.554095 11.583861 10.526863 11.0807457 10.4493903 6.3205876 6.6691090 9.1315319 9.5869373 7.4217989 13.5097412 1.8943327 13.5533144 12.2373688 8.5964947 8.7847686 9.6927937 3.8012104 -1.1056285 8.9563680 8.6239426 9.2083387 9.8309599 11.2906591 10.5145418 11.4870126 0.4793341 9.3751122 7.1134901 8.6542100 11.3320740 9.9249891 3.0642448 9.9496044 4.6222451 8.0132629 9.7716060 4.2162531 10.8109478 10.5838832 NA 12.8745508 12.1078819 10.2128648 10.3871765 7.9897192 10.5113302 10.3547779 11.6982633 10.5563895 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 1 1 NA NA 2 1 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.3851488 10.7072719 10.2101026 8.1344813 5.6916598 10.3896322 9.3956391 -0.3851488 2.3514587 5.7233702 7.8556366 10.4867504 5.1384090 8.0135890 11.1322684 11.6392922 10.4512900 11.2219419 11.9752807 4.1067001 10.5191034 9.1578769 10.5366861 10.6479239 8.6106122 9.3178836 6.8722328 9.8478656 9.1520635 11.4430589 7.7713581 5.5455823 -1.3853373 -1.3853373 10.1540039 10.1226397 3.8627688 7.7049577 3.5690414 8.3013457 9.6316534 9.5675863 7.8194166 3.0742828 10.8863082 9.9745947 8.9311266 10.5426230 5.1998058 10.5385440 -1.3853373 8.0598598 11.7742434 3.5217418 11.8954709 10.2198615 8.0050142 NA 10.7812059 10.9963962 8.2127857 8.4445677 6.4027478 -0.3851488 9.9025575 8.7972394 10.5221114 0.6148512 7.2623035 8.7389664 5.4852111 10.3376527 9.7415496 5.9811677 12.0601510 10.3520924 10.2198615 10.0316426 10.3888085 15.6891434 -0.3851488 8.3630379 10.5179737 5.0071641 7.6482684 8.2784030 7.5777407 3.7755247 11.3076785 11.0492127 10.0012465 10.1588436 3.8627688 2.6148512 9.8388469 8.5748470 8.4852098 9.1559417 10.0717128 10.6215218 7.2694811 13.3137125 -1.3853373 0.1997509 7.4125063 10.3419146 7.8556366 9.3487078 10.7042956 1.4221792 0.1997509 10.3017832 8.2147582 9.7789349 8.5602889 10.6809343 8.1364457 NA 5.0411115 -0.3851488 11.4002975 8.4759320 9.8520550 3.7023029 10.1300521 8.3680620 7.4027478 11.0606360 9.1723087 2.8627688 7.7518359 3.7847657 9.1723087 -1.3853373 NA 8.5646720 9.4157449 10.6306086 8.4836675 9.8657356 9.5949848 10.3070246 -0.3851488 10.3385061 8.2332304 8.4352156 3.0071596 10.4011147 6.4286265 NA 9.2934452 13.6923285 2.8627688 4.5217355 10.9438005 8.6996537 2.7847762 7.0114498 11.3357306 10.6455123 9.7272845 10.5392865 11.2506743 10.7935099 9.5381726 8.1403661 8.9558080 10.8086784 8.7675863 5.3962040 1.4221792 -0.3851488 NA 8.9412745 10.8689880 9.3453152 7.9767886 10.0803553 10.4354230 6.0577882 9.9088914 6.1384070 12.1951037 10.3663892 8.6372128 6.5863880 11.5697684 12.2545250 10.9800739 8.8030878 2.3263360 9.9920556 9.9657843 11.4850171 9.2414667 10.2757324 9.6392922 8.8132903 9.1932178 1.1998137 7.7645923 7.1265981 9.5262371 10.6735133 10.5328474 8.9908292 4.5217355 11.2300149 9.1016800 11.3380794 9.2487485 10.4002975 9.9507937 11.9978743 9.2359812 7.3863342 NA 9.5051093 7.5719475 10.1006744 8.2423791 10.6953995 8.9311266 7.5719475 10.3867472 8.8956159 2.8627688 9.1559417 4.9002486 3.1384049 4.5455854 2.0742657 10.6606048 4.9723986 6.6863072 9.7872726 6.8374463 0.1997509 11.0753010 10.5799079 11.0063572 11.4905944 7.7721918 9.5148892 6.4647189 10.5149572 11.4950025 10.9432396 10.0178571 11.7591847 -0.3851488 8.3945643 0.1997509 10.0966445 8.9083167 8.3427654 9.5307245 12.7758195 14.2308770 7.9254577 10.7145217 10.3558906 -1.3853373 4.7441288 8.0668394 1.1998137 NA 7.5277342 7.2908022 14.5670403 10.3757314 8.1540039 9.6183629 9.9031344 10.9356457 8.3863346 9.2601162 10.7092527 NA 1.9367793 9.5617513 9.5455825 7.9293833 5.9985498 11.2801810 10.0252964 11.0342787 10.0629201 8.8568282 11.4266211 7.8560420 5.7463934 9.6274697 0.0057526 0.0057526 -0.5953900 0.0146090 0.6138900 0.0114000 -0.6053500 -0.0334840 -0.0691980 -0.0691980 -0.0691980 -0.0691980 0.0011093 0.0011093 0.0057526 0.0000000 -0.5874500 -0.5904900 -0.5904900 -0.5904900 -0.5847100 0.0146090 0.0054139 -0.6053500 -0.0022168 -0.0022168 -0.3203100 0.0015850 -0.0088635 -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 9.927728 11.152063 11.695330 10.506629 10.227253 11.649128 3.369732 1.936779 8.161720 3.784766 12.278737 8.821310 8.582071 6.959407 8.504030 8.971297 11.678577 7.396205 10.668771 8.337653 8.831591 8.485903 9.816075 7.653764 6.989885 10.805287 12.235752 10.560289 10.407229 -1.385337 9.140366 7.551483 10.099164 9.585670 10.921192 8.755675 9.336799 7.280181 9.328232 7.240554 8.265897 9.325652 6.322204 6.945762 9.637906 9.912908 12.620119 9.399480 11.970334 6.601824 11.038224 10.104693 14.518609 12.081941 13.594002 11.379717 1.614851 10.483282 9.067086 10.325221 8.781008 8.637213 9.513447 9.966889 10.875177 11.024758 4.900249 5.794754 14.136611 10.804978 9.426220 6.222175 10.179947 NA 11.361989 NA 12.555159 11.808354 11.002862 11.132268 10.536686 6.551484 5.329091 8.732488 8.702308 7.557360 12.989997 2.784776 13.936174 12.904216 8.548536 9.826879 9.874000 7.548536 NA 9.109701 9.026356 8.861586 9.895581 11.047387 11.676554 10.646891 2.702303 9.758228 5.545582 9.138407 11.769821 10.118671 2.521729 9.880460 9.696329 9.741550 9.345315 5.592125 10.673513 11.081686 NA 12.878701 11.654450 10.196516 10.386747 8.030587 9.857424 10.523988 11.431831 10.670314 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 1 NA NA 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 10.7995920 5.3129592 -0.2990277 1.5608617 5.7669900 8.3447579 10.7497293 3.9488251 8.5018018 11.1195451 11.8340441 9.5226759 11.1659581 12.1566144 4.1603313 9.9243003 9.3073072 10.4769237 10.0468615 7.5146833 8.3100806 6.5018022 9.5835450 8.7480258 9.7757123 7.7462792 6.3302590 0.2858165 -1.2990277 10.2745491 9.9805125 4.9103537 7.8172459 3.0932221 7.7009016 9.5138813 10.4822616 5.7777169 2.0228294 10.4802109 8.6137913 1.0228294 10.3987382 0.7008836 10.5444304 NA 7.8378928 11.5128786 2.5082512 10.9989645 10.3293474 7.6609037 -1.2990277 10.5742845 10.4494428 8.6269903 8.0562529 8.8632933 NA 9.9547494 8.7521110 10.9461575 -0.2990277 6.3519534 8.6738818 3.9103585 10.6763916 10.9167382 6.9535679 11.5235863 13.0391508 10.2366633 10.6828259 10.1541725 15.6530744 NA 8.3891520 8.7037171 5.2707569 7.5114736 8.2593224 7.3838961 2.7435365 11.2415143 11.0832557 9.7184063 10.4624531 7.2933585 3.7452911 9.9897680 8.3591135 8.0932195 9.0115146 10.1791659 10.4423689 7.1229667 13.0442264 -0.2990277 -1.2990277 6.0228294 10.3320790 7.0540486 8.9428851 10.9143099 2.9488251 NA 9.7595702 8.5242690 10.0361247 6.7615978 10.4004743 7.6924237 NA 3.0932221 NA 12.1512110 8.6478081 9.7763810 3.4557941 9.6107949 8.5758833 7.6047837 11.7399923 9.8055006 4.5835432 6.5274504 4.0228294 9.1806822 NA NA 8.8569851 9.6738816 9.8870162 8.5114736 10.8452415 9.9291193 10.1715608 -0.2990277 9.7770495 9.6565518 9.5881224 2.2858756 10.1982548 6.3662383 -1.2990277 7.6017686 13.2894409 2.2858756 9.6838955 13.1699713 8.6448819 3.7009057 6.8708270 9.2688580 10.8211398 9.7128279 10.4000406 11.6838706 10.5588829 9.7989339 7.2244638 11.2069615 10.4330693 8.6653729 6.4013420 -1.2990277 0.2858165 NA 9.7683362 10.4997786 9.6279391 8.1562292 9.6672343 12.8274451 5.6666856 9.7405065 5.3733280 11.9295703 10.0529454 8.9416932 5.9005746 11.2783307 12.1953825 11.4688794 8.7880465 4.0766361 10.2626671 9.8423705 11.2198009 8.6448819 10.1877369 9.5873607 9.2352048 11.0063937 1.5082765 8.6966692 7.1187542 8.7857104 10.9659309 11.2674317 9.0711317 3.7009057 11.6503639 9.0035410 11.7133518 7.6952554 10.2298443 10.6404811 11.6719065 10.0126502 6.9488298 NA 8.6167811 7.5114736 9.5728071 8.6810416 10.8766386 8.8820542 8.2205379 10.4330693 8.3943890 4.0932221 8.5942033 5.3591135 1.0228294 4.3733280 2.8708184 10.5432523 7.2400605 6.8956589 9.9296125 5.4075703 NA 11.0972391 10.4666023 11.1140009 12.0752622 9.0205741 9.4339935 6.4775316 11.0295768 12.1804296 10.7374190 9.7575397 10.8860870 NA 8.0183143 1.2858756 10.0250825 8.7830509 8.7857104 9.7322585 13.4550587 14.6579813 1.8708184 11.2629058 9.7763810 -0.2990277 6.6597448 7.9127900 1.0228294 NA 7.5495252 8.0518414 13.6879438 10.9828493 8.4220013 9.4423688 10.2844548 11.7382773 8.4920647 8.8891197 11.3653492 0.7008836 3.7009057 9.5322092 9.6017687 8.2535710 4.1271628 11.2683827 10.1134717 10.4309474 9.8301850 8.6092944 10.6246008 7.4423688 5.0357559 10.1198086 -0.00249380 -0.00249380 0.01670500 0.01502800 0.00333420 0.50342000 -0.00027724 -0.00027724 0.01391100 0.01391100 0.01391100 0.01391100 -0.00335810 -0.00335810 -0.00249380 0.45990000 -0.55497000 -0.55497000 -0.55497000 -0.55497000 -0.55497000 0.01502800 -0.56117000 -0.00482920 0.00722170 0.00722170 -0.00027724 0.00541390 0.00000000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.5110638 11.1417710 11.6563702 10.4394164 10.4039403 11.2662420 4.0584550 0.7008836 8.1334438 2.5082512 12.5138814 8.2303130 5.9103561 10.1241859 8.4669668 9.1039138 11.4366694 7.2283791 10.8836066 7.5681804 8.6463456 8.4519269 9.0068268 8.8506491 7.1017814 10.8805000 12.5325061 9.8204916 10.3040646 -1.2990277 8.9594679 7.4490950 9.7683362 9.8340442 11.4262682 9.3284357 9.5242692 7.4591250 9.9387094 7.3555379 6.6952547 8.7534698 4.2858608 1.7008836 8.3626798 9.6796124 13.3354861 9.7452960 12.6991397 6.2718962 9.3447582 10.9532716 15.5443446 11.5546013 12.4569369 10.9547494 0.2858165 11.3808218 10.5190846 10.0617489 8.8795667 8.9416932 9.4928786 10.1997511 9.7294987 11.2882059 3.8708283 6.4356119 13.4705326 11.0368505 9.6338547 7.4723911 10.1664683 NA 11.1662132 -1.2990277 12.3114654 11.5347783 11.0043973 11.1195451 10.4769237 6.3662383 8.2381205 8.6478081 8.5758833 7.2047276 13.3088436 0.2858165 13.3008728 12.3536349 8.5774190 8.2153199 9.8632932 8.5820159 0.7008836 8.8172459 7.9839900 9.2526101 9.4920649 10.9544540 10.6846081 11.5310209 0.2858165 9.0160514 8.2185715 8.6710078 11.0471386 10.1897462 2.0228294 9.8727041 2.1603394 6.7232691 9.6279391 6.9909208 10.9659309 10.5953408 NA 12.6979049 12.1477268 10.0835260 10.4330693 7.4220008 9.7703517 10.2091919 12.2492711 11.1875962 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 1 NA NA 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.2992052 10.6311231 9.5383833 8.6476617 8.7681896 10.4701800 8.1258871 -0.2992052 4.3711964 5.7119821 8.2534244 10.2179326 3.8300423 8.8918147 10.6596705 11.9223424 10.2257867 10.8871761 12.3105112 5.3154648 9.5703493 9.2125081 10.3282892 10.2248072 8.2065670 8.2534244 7.3344771 10.1956109 8.5048865 12.7374596 8.2368666 7.4951715 0.7007948 NA 10.5415332 9.9253601 4.3154648 7.3660914 3.2243182 8.0516946 9.3607512 10.8473240 5.3446119 3.0226874 10.9271675 8.9976715 5.5833987 10.1090851 3.2243182 10.4192882 0.2856981 8.3907532 11.0305517 3.0930700 11.3846272 10.5978445 7.5145365 NA 10.5963723 10.8653544 9.3881310 8.0757947 6.8656628 1.0226874 9.9223425 8.3678668 10.6214804 1.2856981 6.8092794 9.8820443 -0.2992052 11.0738924 7.6432696 5.3154648 10.9267911 15.4915625 9.8007606 10.4577286 10.3048453 16.5075630 NA 8.6922772 8.5257142 4.5587391 6.9628497 8.3890057 6.4755421 2.1094609 11.0749797 11.3924989 9.7862278 10.2691865 3.7451513 6.4150014 10.0610537 7.5587360 8.8593649 9.1529966 10.5791895 10.5489871 6.9343750 13.4869739 2.8706804 -0.2992052 6.2006005 10.6407018 7.4252688 8.8001033 11.1104115 0.2856981 4.4556429 8.2243172 8.9803658 10.4389490 8.6708612 10.2495772 8.4252692 NA 8.3660914 2.6076499 12.0859437 8.7478791 9.8631466 2.1601780 9.8562061 8.8209933 7.5016549 11.7446371 9.2753489 3.7451513 7.3482138 3.8706804 8.8979722 -1.2993827 NA 9.1196620 9.7681898 9.8428624 8.4252692 10.3459635 9.8505025 9.9976715 -1.2993827 9.7607757 8.9474958 9.4029801 2.9486756 10.0450512 6.6607575 -1.2993827 7.7007553 13.6359204 6.8656628 7.2706112 13.0132129 9.3154652 3.7007504 6.9999628 10.6425366 10.4747187 10.9328764 10.4992271 11.9250194 11.0297107 10.0555556 7.9199240 8.5726604 10.7675173 9.2327118 5.4951707 1.2856981 1.0226874 NA 9.3328417 11.1850748 8.5446763 7.9953760 10.1029414 12.3618654 6.9907745 9.8364646 6.4218544 12.4691465 9.9844224 8.3373802 5.6894389 11.3159252 13.3336370 11.5077077 9.3259802 1.3765682 10.2384591 9.3758303 11.7668445 9.2706109 10.0779658 9.0539023 9.0725319 11.3924989 1.0226874 2.5080990 6.9343750 8.0866177 10.9433340 8.0774668 8.7520866 4.9102098 11.1493879 8.2572615 10.5707347 10.2452369 10.1058969 10.2010994 11.4722448 9.5970877 8.1353835 -0.2992052 7.8756812 6.6255671 9.9878906 8.9427385 10.9653944 9.1764888 8.2744024 9.9433340 7.7722176 2.9486756 9.6469305 3.2243182 2.7882263 3.7007504 -0.2992052 10.4812951 6.6607575 6.4489488 9.6046372 6.1798076 NA 11.2762946 10.6370252 10.6329701 12.0827038 7.7695337 8.4218544 6.4046596 10.3500115 11.8038792 11.0011079 9.6643740 11.9088373 -0.2992052 8.7895434 0.7007948 9.8555735 8.9930771 9.2800713 9.6773195 14.5894510 14.7757748 4.6076440 10.2248072 9.8924316 NA 4.8019450 9.3546483 1.5081244 0.7007948 6.8144979 7.5177387 13.6885523 11.0422880 7.6922772 9.1673416 10.6801805 11.2713226 7.9295738 8.8265046 10.6432699 4.0583078 1.8706606 9.8383869 8.9873132 7.3837501 7.2399145 11.1491298 9.4894737 10.5753525 9.6151406 7.3154648 10.0903866 7.1562469 4.6780325 10.5044828 0.01094000 0.01094000 0.00467750 0.00320030 0.01191600 -0.00045723 0.00731930 -0.00651150 -0.02607100 -0.03519000 -0.03519000 -0.03519000 0.01094000 0.01094000 0.01094000 -0.00184270 -0.58247000 -0.57183000 0.00467750 0.00467750 0.00467750 0.00320030 0.00000000 0.00731930 -0.15327000 -0.15327000 -0.00651150 -0.15532000 -0.15379000 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 10.586070 11.625011 9.844776 10.653861 9.242820 11.644552 2.508099 1.870661 8.151822 4.607644 12.396201 8.729463 10.538383 10.383890 7.806140 8.982685 11.642353 7.995376 10.453136 10.571120 8.253424 8.548768 9.683770 7.995376 7.212508 11.658946 14.162810 9.5826341 10.1885954 -1.2993827 8.6151404 6.3006674 9.6505820 10.4171462 11.1254465 8.7314226 9.2311616 6.9391596 9.4656270 6.6780353 8.4589787 9.5879760 4.9102098 5.8905804 7.8831497 9.4870250 13.6390944 9.9223425 12.1429213 7.1055985 11.2030899 11.1199255 16.6431897 11.1655563 12.6418947 10.3749476 2.0226874 11.9538642 9.2649049 10.3824330 8.4422224 8.3373802 8.7533234 10.3762714 9.9403538 11.1629892 2.6076499 7.1683612 13.6802180 11.0195806 9.3446115 7.4886580 10.2524636 0.2856981 10.6274220 -0.2992052 12.4720385 11.2184075 10.8322908 10.6596705 10.3282892 5.0045373 6.2476503 9.0725319 8.5695781 7.2125081 12.6083831 2.8706804 14.3299412 12.9684199 8.5818694 9.3420395 10.0283079 5.6314914 NA 8.5225294 8.2725080 8.8040432 9.6440028 11.1670868 10.9789143 10.6940475 0.7007948 10.3942423 8.5833984 8.9211337 11.1186079 9.2696616 1.7007504 9.5602902 7.1724305 8.4132822 8.5446763 4.7007560 10.9433340 10.3071605 NA 12.7747295 12.3547200 10.4672843 9.9433340 7.5803385 10.7725529 10.7775709 12.5654899 10.6398974 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 1 1 NA NA 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 10.8685707 9.0702949 -0.2052307 1.9901199 4.9646897 8.5479807 9.3280937 2.3797318 8.5345445 10.3806654 11.3368284 11.3406937 10.5567265 11.6490479 4.4952027 8.7210599 9.3435857 10.1730587 10.5366522 7.9419690 8.8514018 6.2041544 8.4404224 8.8486899 8.9394220 7.7857755 8.0331686 NA NA 10.4154419 10.3960704 6.1870808 7.6276543 1.3797318 8.3416585 9.5124402 9.8554598 7.0187655 3.6527503 10.2699906 7.7489603 9.7336084 10.3759645 3.9240429 10.0533300 -1.2052307 7.6276543 10.8578219 2.7016599 10.8581590 10.3227296 8.1031031 NA 10.8623428 11.1128773 8.1076471 8.0163509 4.0801630 -0.2052307 9.2805933 8.2866169 10.8815636 0.7947693 6.9495816 8.9596708 7.0615505 11.1846641 10.2638970 5.0615516 10.5757055 10.8049423 9.9098076 9.3617692 9.1967101 16.8661215 NA 8.2083919 9.9783993 4.7016544 8.3834784 9.2083919 4.1166891 3.7938647 11.3404524 11.4986675 9.3280937 9.5571460 5.2704990 -1.2052307 9.8520788 7.4986673 8.2826038 8.8003884 10.4286673 11.0562712 6.5629476 13.9872879 NA -0.2052307 5.0426925 10.5895859 7.2126160 9.3094779 11.4722633 3.7489549 -1.2052307 8.1698033 9.1144360 10.2657278 7.1784687 10.1412776 8.6480735 NA 2.4952091 NA 12.6148431 8.6895815 9.5720192 3.1870868 8.4565421 7.0139323 7.2168283 10.8765802 8.5529872 0.7947693 7.7402078 2.9646943 8.3005754 NA NA 8.3377958 9.3035490 10.9765373 8.6558509 10.7009029 9.5538199 10.2252165 1.9646943 10.3030539 9.9117576 9.4873794 3.3797318 9.3655683 4.8608536 NA 8.2521445 14.0491651 1.6021243 9.7409392 14.3277894 9.8371072 1.3797318 7.5988952 10.4204727 10.1144360 10.2577773 9.6766426 11.1148339 11.0671021 8.5209820 8.0801662 10.3631951 10.7453198 9.1222267 5.6276535 -1.2052307 NA NA 8.9993351 11.4020942 8.6037280 8.3740796 9.7038095 11.7227270 5.1698048 10.0662270 6.3570065 11.8384748 11.2993346 7.9006724 6.1434914 11.1011105 13.3007615 12.4609879 9.5319013 2.6041900 10.4209292 9.6658990 12.4972613 9.1144360 10.2141974 9.8960831 8.7402078 10.7912374 -1.2052307 7.3144002 5.0801673 7.5596356 10.4773196 7.7621920 9.8480722 3.6527503 11.4585444 8.9796393 10.6256751 8.9944363 10.2628788 10.2246937 11.6310115 9.9150018 7.3721930 NA 8.6149428 6.4020945 9.9895208 8.9227583 11.2263973 9.2105058 7.7576600 9.8682361 8.0732134 0.7947693 7.2126160 2.3797318 5.0012888 3.1166974 -1.2052307 10.7065304 6.0042182 6.0985438 8.9019810 5.4671882 NA 11.0456544 10.8648849 10.9045946 12.0008625 8.7136271 8.1346137 6.4834337 9.9240469 9.6941209 10.9413326 9.9476825 10.8271540 NA 8.2926157 -1.2052307 9.8412058 9.0662270 9.4094737 9.5646017 11.6579822 13.4128052 1.6021243 10.0521518 9.5395978 -1.2052307 3.7489549 8.4847617 2.7016599 NA 5.7016544 7.1870808 14.5473014 10.1446090 7.0283835 9.4030186 10.2036243 10.1323859 8.4350089 9.1553478 11.0862224 2.4952091 1.1166974 10.2304342 9.2755542 7.0755348 3.5496569 10.9295110 9.8934540 10.6720480 9.6088817 6.6402536 9.6472935 7.6339681 4.7489603 11.0503827 0.00416320 0.00416320 0.02160300 0.00569190 0.00555290 0.70851000 0.00319100 -0.00290910 -0.02817800 -0.02817800 -0.02817800 -0.02767100 0.00000000 0.00000000 -0.75098000 0.00360760 -0.75951000 -0.74455000 -0.74455000 -0.74455000 -0.74455000 0.00569190 0.00708260 -0.00360110 0.00221930 0.00221930 -0.00290910 0.00083195 0.00015019 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 9.7416702 11.6075429 11.6827460 10.6300248 7.7749037 11.6632007 0.3797318 2.1166974 8.4528503 4.9646897 11.0235826 8.3344463 7.0755348 8.4105590 8.1157449 8.0497925 11.5730464 6.1698028 9.9375092 8.5529872 8.8212874 8.7733743 9.9103344 7.7372784 7.0283835 10.7478690 12.4077476 9.0223797 9.9502147 NA 8.5842977 6.8662268 9.6674387 10.7562136 10.6394697 7.8875210 8.8941117 6.0708873 9.4609878 7.1999049 7.3834788 9.3435857 4.6276535 2.6021243 8.6133460 9.3251703 11.6103473 9.5150081 12.0282338 5.8454825 9.2073338 10.7072791 16.3945024 10.9240469 13.3309504 10.1578035 0.3797318 11.7052193 8.5988948 10.2030937 8.5072908 7.9006724 10.0638906 9.9483160 9.6331800 11.1050927 1.9646943 6.7777577 14.4210767 11.2582883 9.0720514 5.7372784 10.7024057 NA 10.8003885 NA 12.2713835 10.9930985 10.8845454 10.3806654 10.1730587 5.0235836 8.1545133 8.9808782 7.6835070 6.2041544 12.1135764 1.9646943 14.7557613 11.8563039 8.1977760 9.1187080 9.4368156 4.2210264 -1.2052307 7.6527446 7.5793989 8.8391581 9.7663074 10.8765802 10.7402077 9.7084013 0.3797318 9.0985446 8.7877021 8.7877021 11.1717032 9.8927960 0.3797318 9.7016546 10.3290667 8.0545072 8.6037280 4.6021183 10.4773196 10.8333400 NA 13.1948428 11.7037194 11.0011678 9.8682361 7.3222409 10.0054352 9.8987073 12.7438492 9.4439841 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 1 1 NA NA 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.3599344 10.1105756 10.1858465 6.5587804 1.9618455 10.2527852 5.9720883 NA 1.2558028 5.6843110 8.0640831 11.0466532 6.5882844 8.8210689 10.9522324 11.5689902 9.7685555 11.1644584 12.0021345 4.1000021 11.5447395 8.5838966 10.3674118 10.7353137 7.5617576 7.8444880 6.5286604 9.8192039 8.8235519 9.4680532 7.9382311 5.9160419 0.6398804 -1.3599344 10.3412231 10.1805291 5.3541630 7.4822667 2.5468080 8.1075221 9.5580345 10.4928363 7.2021591 0.6398804 10.3775866 10.0656571 6.0828601 9.9137124 4.8493688 10.5064229 -1.3599344 8.4456605 11.3599472 1.8098260 10.2532457 10.1136225 8.0084230 -0.3601196 10.8997071 10.7097558 9.0495622 8.5118218 3.1634826 0.6398804 10.2215881 8.6497455 10.5351133 1.2249046 6.7273800 9.1516693 3.6843138 10.9342503 9.7536589 6.3052519 10.3087618 11.9005423 10.0993483 10.5286600 10.8414280 16.1513065 NA 8.6678226 9.9624082 5.4600971 7.5286596 8.1337721 6.5999188 1.8098260 11.3618703 11.2088228 9.9258968 9.6200563 3.9974731 8.0106042 9.9224261 8.0149561 8.5882840 8.9595888 10.1382673 10.3885289 7.3847509 13.5529931 0.9618455 -0.3601196 4.5225580 10.2905197 7.3438200 8.8346736 10.6962157 5.0322331 -1.3599344 9.8185815 7.1945057 9.6711975 7.1868115 10.5842628 8.0322342 NA 0.6398804 NA 11.6575951 8.7086949 10.0998605 4.9253206 9.7093665 8.5676945 8.0577692 11.0241608 8.8996599 5.2248776 7.7536587 4.1634826 9.0745450 -1.3599344 2.6399267 8.7909333 9.2963415 10.2130905 8.4456605 10.5191171 9.6650562 10.4628857 -1.3599344 9.9125464 8.6300206 9.1380478 4.1317706 10.2149831 6.4600954 0.6398804 7.7060062 13.5805515 0.9618455 10.7247251 12.7159807 9.2527851 2.7273759 7.1516691 9.4799078 10.7887110 9.6121785 10.5339766 11.0000724 10.8288146 9.9454084 8.2945527 9.4327070 10.7975794 8.7820366 1.6399267 -0.3601196 -0.3601196 -0.3601196 9.6904456 11.1070128 9.6057010 8.2729120 10.2342320 11.4932263 4.7896614 9.1644585 6.3678376 11.8610506 10.4179938 8.7510523 5.7167331 11.3746263 12.3890529 11.2227644 9.1186862 3.9758411 10.3074718 9.7458252 11.8738359 8.8723375 10.1181807 9.4735974 8.9299357 9.3533032 4.1317706 5.1317706 6.7484411 8.3813837 11.0651326 10.9501262 9.1346422 4.0993457 11.5663980 9.1347723 11.2527852 8.2601367 10.2532457 10.1756780 11.9536501 9.2220588 6.8198253 -1.3599344 8.4963421 7.1437424 9.1297647 7.8759312 10.6678849 8.9333882 7.4664648 10.3720841 7.5587796 1.6399267 7.9043595 4.7060055 1.6399267 5.4071726 -1.3599344 10.3123421 7.4147038 6.9527995 9.6020897 6.2524895 -1.3599344 10.9195273 10.5324595 11.1136224 12.0286067 7.6085838 9.2059709 5.9390338 10.4039589 11.9325259 10.7588578 10.0978105 12.3182968 -0.3601196 8.4696394 0.6398804 10.0418628 9.9448384 8.9137122 9.7006126 12.0900970 14.9086780 2.9618455 11.2333078 9.5271374 -0.3601196 4.6709140 8.0257791 0.6398804 -0.3601196 7.1115916 7.0407960 14.2164306 10.6647447 8.3176365 9.7769079 10.3034748 11.5621294 8.3712356 8.8420772 10.8073349 1.9618455 2.4472618 9.5962928 9.7320131 7.6705840 5.4212772 11.1143832 9.9505295 10.7137236 9.5944112 9.2295677 10.7595063 7.6262989 5.4388750 10.3657089 0.00124810 -0.00138580 0.00722170 0.00059810 0.54383000 -0.00927580 -0.00193990 -0.00277070 -0.00526100 -0.00526100 -0.00526100 -0.00526100 0.00124810 0.00124810 -0.00138580 -0.00152430 -0.56555000 -0.56555000 -0.56881000 -0.56881000 0.00722170 0.00059810 0.00000000 -0.00809020 -0.00085222 -0.00085222 -0.00277070 0.00416320 -0.00138580 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.4596967 11.1541376 12.3195068 10.0290103 10.6591599 11.7446793 4.3678393 0.9618455 7.8123442 2.8098466 12.6449271 8.7921256 3.6399151 8.0167147 8.1844177 9.1105757 12.2014433 7.9322384 10.5068092 7.7326735 8.5926581 8.5007710 9.6072870 7.7871216 7.0745450 10.3251035 13.0846081 10.0508979 10.2145103 NA 8.8759308 7.0619814 10.0477156 10.5068092 11.0362539 9.9396970 8.7366319 7.2619689 9.4416250 6.8493701 6.9527995 9.6114603 5.7379490 0.9618455 9.4245516 9.8247920 13.0397287 9.8854694 11.5477462 6.3375095 8.5164336 10.1800448 15.2318334 10.8922865 13.0873874 10.9174947 1.4472618 11.4863865 9.4081011 10.6553318 8.9797667 8.7510523 8.9550663 10.0154992 10.1722726 11.3307768 4.6171986 6.1712989 13.7640748 10.7080232 8.9264745 8.5271372 9.5347346 -1.3599344 11.1906635 -0.3601196 12.4907872 11.4572682 10.9451234 10.9522324 10.3674118 5.6286016 7.2059711 8.8173361 9.5324596 6.3881103 13.4126112 2.6399267 14.1292316 11.6342701 8.4031292 8.9565263 9.9339631 3.1634826 NA 8.9516650 8.8530210 8.7549603 9.9741900 11.1768924 10.9399832 11.3030300 0.2249046 9.1044625 7.3088013 8.8123442 11.6312614 10.0493076 3.7273759 9.6136142 9.2426156 8.1217164 9.6057010 5.7896641 11.0651326 10.5999186 NA 12.6653158 12.3405731 10.5002277 10.3720841 7.4014683 10.6574211 10.7160642 12.2084298 10.7527797 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 2 NA NA 1 2 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 10.062478611 9.481178637 -0.588573754 3.936242174 5.069637728 8.336239196 9.925647748 5.377210530 6.919222078 10.760154982 12.049070611 8.812306324 10.512417622 11.634372686 1.411426246 10.861091405 9.305486776 10.628172742 10.551297886 8.563711851 8.604952347 6.887160895 9.311538990 8.763470335 13.350730592 8.482580898 5.342163583 NA 0.996388746 10.147405921 9.895242629 4.996388746 7.954458648 4.919220886 9.474821935 9.423352942 9.995919608 6.186213305 2.733354341 10.967214296 9.697984702 5.040782866 10.608336335 5.837691000 10.461615627 0.411426246 8.583854506 10.981756989 3.111865964 11.093763110 10.526145222 7.872906308 6.915253179 10.801297476 10.784403456 8.967281314 8.159619600 7.790805264 -0.003611254 10.101424874 8.530368099 10.440368912 0.996388746 6.620879611 10.110131565 5.040782866 9.813906059 8.784291960 6.795130538 11.029470486 14.171445049 10.070976913 10.678213403 9.220391146 15.729016133 NA 8.790805264 9.875972610 5.011339088 6.874951848 7.538131495 7.792969847 1.671474547 11.099458540 11.070307745 10.983890276 9.917734423 5.388706169 1.870857864 9.591335897 8.955425277 9.059784368 9.459913734 10.022451598 10.433100915 7.094421885 14.105022720 2.218781168 2.318316841 4.111865964 10.332895977 8.294069755 9.212326875 10.528745258 3.455820365 1.218781168 9.356870742 7.642648148 10.092968377 9.633617929 11.292732064 8.397268611 NA 6.433794059 0.733354341 11.588379123 8.504184181 10.431017601 4.269407241 10.401885451 8.912268724 8.016906321 11.587755862 9.468741734 1.996388746 7.946702207 5.803743669 8.643847894 1.996388746 NA 9.560538810 10.046237978 9.829806599 8.609872026 10.153315152 9.671758472 9.835068073 4.903279342 9.774466535 8.321319781 10.151671376 3.837691000 10.328052841 4.768978250 NA 3.803743669 13.285639802 5.659353759 6.816567709 11.841225884 9.191146341 4.342163583 7.566245116 9.390852086 10.657276642 10.091786430 10.929588193 11.338569600 11.010874856 9.510774649 9.987438688 10.291775629 10.379373601 9.414783103 2.996388746 3.111865964 NA NA 9.242734204 10.134234419 10.118354534 7.234794444 9.185233741 12.061244369 5.988855074 9.735044686 7.630595494 12.031417529 10.154157355 9.034393741 6.287943192 11.434834714 13.422173490 10.724876783 9.040783414 2.707149270 10.119648624 9.710062341 11.861736011 9.576333739 10.336239419 8.893700454 9.398690899 9.431712373 4.294069295 6.003883283 8.812306324 8.667635644 11.014821404 8.283239793 8.037591977 4.903279342 11.059334928 8.858510094 11.176091161 9.167983070 9.909278683 10.395845347 11.242734085 9.910774478 7.647441157 NA 8.697984702 7.196062075 9.769528614 8.910276052 10.834742419 8.964095921 8.291009956 10.549378558 8.046237842 3.768978250 7.726576489 1.733354341 7.668437573 3.581351247 3.540709263 10.960248806 4.803743669 6.854369742 9.376489654 6.090906345 -1.588573754 11.208683073 10.382251796 10.652516252 11.319256411 9.852814899 9.244285335 6.575679917 10.322818909 11.414241896 10.809368861 9.737294502 11.977480892 1.733354341 8.033478616 -1.588573754 10.621184843 9.090026914 9.121372144 9.738979565 13.073260621 13.927311464 2.498889087 10.923673483 9.797289295 2.411426246 5.667020683 7.687551351 1.581351247 -1.588573754 7.228410831 8.458550978 15.327761216 11.279732445 8.221998364 9.501539262 10.021067276 11.899643583 9.069638265 9.072795301 10.595062280 -0.588573754 3.365622556 9.900773090 9.644447213 7.466167029 8.162970808 11.231007221 9.453770243 10.982468435 9.092946317 8.327306074 10.054381148 7.139347724 5.174969612 10.082525637 0.00055459 0.00055459 -0.00055444 0.00138680 0.05651300 0.00666530 -0.00304750 0.00332990 0.00708260 0.00708260 0.00708260 0.01014600 0.00055459 0.00055459 -0.00055444 -0.00051697 -0.00055444 -0.00055444 -0.00055444 -0.00055444 -0.00055444 0.00138680 0.00221930 0.00041593 0.00000000 0.00000000 -0.00193990 -0.00041585 -0.05859600 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.547136 11.125028 11.633467 10.095299 9.483559 11.599707 4.318317 3.870858 8.152843 4.433794 12.886464 8.906543 10.130816 10.494331 8.228075 8.500215 11.550818 7.048052 10.670582 10.474822 7.954459 8.832124 9.606498 7.312294 8.272514 11.567984 13.321320 9.6646835 10.1667318 -0.5885738 8.6793840 7.0038844 9.7429037 10.7194814 11.4486306 8.5484181 9.1638074 7.0261372 10.2659057 7.1993298 7.4393331 9.4476005 6.9926280 9.4212555 7.9072819 9.3612536 13.6797496 9.1308156 12.0690803 5.5249601 10.9712819 10.6354286 16.5949750 11.6249868 13.3159674 10.7074827 1.8708579 11.0763185 11.0760963 10.9532495 9.2717380 9.0343937 8.4503461 9.9413454 11.0780947 11.3177501 5.0838516 6.6498310 13.4048708 11.3098393 10.1617151 7.7799334 9.8481384 -0.5885738 10.6702873 -1.5885738 12.3850346 11.3661557 10.9192215 10.7601550 10.6281727 6.0334781 8.7962106 8.7106350 8.6123256 6.9774814 12.9985492 1.7333543 12.9828833 13.1006605 8.7048986 8.4928438 10.4156473 6.0038833 0.4114262 9.3287990 7.9640959 9.2616138 9.7094895 11.2877520 12.0134297 11.2506307 1.4114262 10.0229127 8.1812646 9.4862373 11.0539299 9.7333550 3.4114262 10.2883274 9.0398723 8.3728764 10.1183545 7.1393477 11.0148214 10.7025976 2.8708579 12.6094882 12.3852139 10.5464948 10.5493786 7.8481384 10.6411470 11.0727596 10.9778425 9.7443194 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 NA NA 3 4 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 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 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 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 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 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.907407e-06 5.895622e-07 0.003746139 10.085275527 9.523428265 9.089928166 2.811142174 10.040652473 8.102929451 -0.996253861 0.308360875 3.251719093 7.203464491 9.140783256 5.003791106 5.003791106 10.355835474 12.253942391 9.724036286 9.326846730 11.724250102 1.325731791 10.077933520 7.874156978 10.069208202 10.597183177 8.622177409 9.575544730 6.731712748 7.614816570 9.127913352 14.766796884 7.408933444 5.836681593 -0.996253861 -0.996253861 9.734262180 9.862550111 4.289192633 6.588755105 2.173703117 8.688540568 8.983931592 8.620340809 4.910684699 1.325731791 11.874349435 9.075254505 8.427958507 11.737866546 6.183700878 10.803478433 1.325731791 7.981071743 10.667794841 5.662003212 11.886626124 10.685908796 6.934529475 -0.996253861 10.540524943 11.203538025 10.158610193 7.778579192 5.886435527 1.325731791 9.495645201 8.483572352 10.190525356 1.811142174 7.339182825 10.291504449 5.588753607 9.267061236 9.382086833 5.091255534 11.553793232 12.008012527 9.226587040 11.153221656 9.691167722 16.738448757 0.003746139 8.015019128 9.599049570 3.588756604 7.978206500 8.284562715 8.230204455 0.588708640 11.209890677 10.910306862 9.717178590 9.635878431 2.325731791 1.588756604 9.057718045 9.705098578 8.571748094 9.471397621 9.626759071 10.612970754 6.603704968 13.315185615 4.133078491 NA 6.662003212 10.194851267 7.622177775 8.607418352 11.670903610 -0.996253861 2.910675106 7.765343126 7.981071743 10.606091932 9.218111286 10.607418445 8.836682224 NA 7.788426665 2.325731791 11.026506636 6.986785214 9.519491976 3.003800099 9.741884397 8.279916497 7.778579192 10.417419958 8.716319103 2.325731791 7.807922871 4.173719105 8.817573376 3.588756604 0.003746139 8.603704968 9.323464198 10.335828568 8.150996745 9.576492283 9.341413856 10.228999497 4.527351889 10.392885587 8.887962643 9.946379821 3.704230132 9.735959414 0.003746139 1.003818085 6.511586635 14.269040812 4.981071743 8.947771924 12.062122083 9.335828680 3.463230083 6.080608635 10.167441731 10.448289377 9.915184000 9.819975790 11.409709991 11.241898206 8.383170310 10.129851224 8.933050594 10.979640047 9.441835346 3.647648375 1.811142174 NA NA 9.842995797 9.169955057 8.918177198 7.798208025 9.383668657 7.577439403 3.396104674 8.799831716 7.122732761 12.328253921 10.506126650 8.793325635 5.934528296 11.097869771 13.241375490 11.795972300 9.609271651 2.205423794 9.686786587 9.725745587 12.601960907 9.505629171 9.839842465 10.077264232 9.031698171 6.588755105 1.588756604 7.741884229 6.378830646 7.807922871 10.848105543 9.679202266 8.935755859 2.704230132 11.467571826 7.817573376 10.434244570 8.372298316 9.811146991 10.432675620 11.697496794 10.687663931 8.825565913 NA 8.225379056 6.581220169 10.694226585 9.085941110 11.131148040 9.684151610 8.622177409 9.542950787 6.981071743 0.588708640 6.963794302 2.173703117 1.325731791 3.251719093 2.463230083 10.705531654 4.731710033 6.495645601 10.845356439 6.560374108 0.003746139 10.512577225 10.753661442 10.687225369 10.491129664 8.548756417 8.751984834 5.910922099 10.732987942 10.373934499 10.985002539 9.849282173 10.408933551 -0.996253861 9.442583814 0.588708640 9.769492580 8.444661270 9.771148894 9.329097577 14.093159771 12.886244047 1.588756604 10.667350197 10.021992247 -0.996253861 4.957988867 8.400397035 NA NA 6.566034244 7.251720039 14.506313111 9.891835032 7.644037237 8.511586635 9.365735836 11.932125374 7.573647945 9.516641225 11.062122049 3.811142174 2.003782113 10.407336710 9.064487880 7.817573376 8.309853747 11.184944315 9.374479409 10.651700130 9.059426937 8.571748094 9.658428049 6.958220930 3.677914102 11.128236490 0.0000000 0.0000000 -0.0026322 0.0020805 0.0220240 0.4186300 0.4321000 -0.0165670 -0.0169790 -0.0169790 -0.0169790 -0.0169790 0.0000000 0.0000000 0.0000000 -0.4624900 -0.4540400 -0.4540400 -0.4540400 -0.4540400 -0.4540400 0.0020805 -0.0200010 -0.4497500 -0.4487800 -0.4487800 -0.0165670 -0.0203930 -0.0011087 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 -0.046 0.404 -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 -0.046 0.404 -0.449 -0.449 0.000 0.000 9.767834 12.092746 9.719754 10.749046 9.671791 11.214159 6.183701 3.957989 8.125326 5.946307 13.284273 9.544676 10.169327 10.096007 7.782460 7.644037 10.851632 6.611122 10.314405 11.269114 8.564125 8.802766 10.328490 7.383170 6.975336 11.597417 12.210959 10.243390610 10.260000714 NA 8.261180065 7.289194478 9.962344698 10.891393515 11.160507168 8.208363134 10.006607016 6.334709492 10.195468179 6.975335556 8.892535227 10.177469247 6.222961015 6.676218035 8.298412714 8.430056906 13.308214681 8.235013289 12.220083198 6.456567980 11.118185082 11.538338142 15.949978720 11.596015467 13.467954872 10.209585322 0.003746139 10.965965115 8.385334826 10.786380807 8.548756417 8.793325635 9.779402387 10.035837769 11.021644411 11.757002530 4.588756604 5.446735945 14.755063069 11.269700077 9.305288170 8.006607156 10.561734338 NA 11.031006943 -0.996253861 13.128640343 10.469832773 10.828750808 10.355835474 10.069208202 5.213246173 5.633149270 9.161138939 8.452940896 7.867977984 12.536387835 1.811142174 13.083360167 12.878773402 8.085940844 8.197120346 9.957988432 5.048188223 -0.996253861 9.000971520 7.148450143 9.316675023 9.732460854 11.582636441 12.359968885 10.761182035 0.003746139 9.812756193 8.246966187 9.221749748 10.639510204 8.780225112 2.588756604 10.445698774 8.473433824 9.067187213 8.918177198 5.133074380 10.848105543 11.061445385 NA 13.085857912 13.007309960 10.847713067 9.542950787 8.088600636 10.250532689 10.339740572 11.124914318 10.603221481 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 4 3 NA NA NA 3 4 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 10.88968564 8.99189962 NA 4.07714043 6.40928910 8.02383251 9.67045443 4.87242002 8.99967536 10.17470389 12.48374805 8.71152141 10.60613081 12.13551685 5.76186234 11.16658961 7.09650117 10.57513285 10.08825213 10.34149547 10.35531145 8.69322767 8.04234612 9.06580493 14.18801587 8.75203034 6.58553946 NA -0.05829269 10.74500744 10.03311887 4.64212392 8.13644058 4.89587939 8.78088715 9.71647053 10.58147638 6.89587939 -1.05829269 12.83346721 9.37839501 11.24117777 12.18292189 6.50392589 10.24546429 0.94170731 9.85157666 10.71193441 5.79966499 12.37670260 11.42499544 7.62467777 2.40111161 10.07546792 10.52408895 9.03352872 7.95011201 7.96127430 0.52666981 9.86575368 8.68146402 10.48519867 4.26361287 8.89733331 9.25115975 4.26361287 10.83574332 6.78717385 5.18961110 7.66919547 9.59542422 9.65162883 10.53133467 9.51438367 14.93535167 2.11159893 7.97235089 8.89442461 5.44947884 7.89588000 8.00507880 8.88419800 2.94258957 10.72263329 11.23112606 10.18247480 7.19434910 0.52666981 0.94170731 10.01314580 9.50010431 8.59452840 8.25456664 11.29510603 9.90023617 6.61410909 12.99382697 5.55639263 2.26360536 0.94170731 10.37109019 6.83650109 8.81512772 11.06548157 NA -0.05829269 7.98607753 8.38462706 10.42102422 8.74258329 10.55132394 8.95011201 -0.05829269 9.07995538 4.55639263 9.31780896 8.92610204 10.81281867 7.66278300 10.09396839 7.82432681 7.59989499 10.71193441 7.90457923 3.18960320 6.41741711 6.46524477 8.64212319 3.18960320 -0.05829269 9.00102784 9.98539440 9.96127430 8.45541107 9.60524152 9.88932052 10.80044163 5.20847044 9.70986786 10.47647272 7.69990693 4.18961110 9.95709856 3.69657256 0.52666981 8.16809593 14.07438404 6.89587939 5.68315183 5.26361287 10.95849182 5.95291127 7.50010411 10.56967327 9.99560945 10.49194927 10.61808142 11.10400557 11.66299635 10.24717524 10.31073546 8.57104003 10.96647690 9.63089522 1.52666981 7.45343609 2.11159893 0.52666981 10.67766257 10.58192843 9.08123496 8.06838813 10.52216818 4.77457097 5.28153506 8.34042741 7.99967536 12.50010421 8.55270829 7.41335883 6.51911254 10.77615458 12.55558806 11.24888429 10.07289737 3.81155323 10.82432657 9.17650105 12.60335027 8.84556532 8.98607753 9.20846995 10.14196916 7.39289439 1.26363540 6.85457296 8.82432649 7.33828802 10.92182309 5.80264560 6.34392831 4.33400327 10.45590439 8.28153367 10.36899637 7.83346698 10.52852326 9.61675834 11.61852210 10.08315206 9.42952349 -1.05829269 7.91896339 5.38462663 11.60568628 8.33400104 11.31128087 9.28041980 7.98334252 9.90674632 6.13150717 1.94166975 7.13644058 2.84857788 3.15736715 3.02915248 4.46524314 9.46720427 5.38462663 7.74903876 10.72590940 7.74562055 3.46524314 10.98436890 10.26586407 10.69907354 11.93125542 7.25456664 8.22013306 5.03296038 10.85270092 9.84255039 11.29896056 10.08251326 10.86166410 7.08123522 9.52005622 NA 10.02050151 8.22013306 9.42045314 10.59363211 11.76803339 12.05053462 4.26361287 10.95151210 10.27651539 -0.05829269 4.18961110 7.35107439 2.26360536 0.52666981 6.66960367 8.03444079 14.03773974 9.67639313 6.59273508 8.86797953 10.63951988 11.07899489 8.22245441 8.55270829 10.29096470 5.86054572 2.40111161 10.03510109 9.40928910 7.94168325 6.54901451 11.03773974 9.76186251 9.91178939 9.32430748 6.26361099 10.58011938 6.92467713 4.02914364 11.78874084 0.00000000 0.00588210 0.01117300 0.01983400 0.01270700 0.04420100 0.01173000 -0.01197400 -0.09092200 -0.09092200 -0.09092200 -0.08155600 0.00000000 0.00000000 0.00588210 0.00074436 -0.28936000 -0.28936000 -0.28259000 0.01117300 0.01117300 0.01983400 -0.28817000 -0.28912000 -0.28627000 -0.28627000 -0.01197400 -0.28175000 -0.28960000 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 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 9.160852 11.953784 8.890051 9.692390 7.560069 10.105333 4.872420 5.884197 8.500104 7.739345 13.393281 9.896527 10.469649 8.568871 7.575115 9.090160 10.036421 5.541595 10.638651 10.648180 7.881263 8.446284 10.782395 6.980602 6.367948 10.540201 11.801218 10.0304717 10.0317959 -1.0582927 8.1896111 5.5266448 9.4740395 11.0965016 10.3903161 8.7164707 9.7910886 6.5115392 9.9332054 8.4455090 9.9737292 10.0728974 8.0317960 7.7098675 7.3253882 7.5039259 13.3439628 10.4534362 11.7620619 7.6216563 11.0648350 9.1002931 13.5456575 11.6776625 12.9735570 10.1296541 2.4011116 11.7427856 8.8709420 11.3088252 9.1788934 7.4133588 8.5453097 10.2920702 11.4064845 11.0693554 3.9416791 8.6070195 14.4160134 9.9367439 11.1662882 7.1116083 10.3167230 1.2636354 10.8008300 0.5266698 12.7242723 10.6487449 9.9487108 10.174704 10.575133 5.964052 7.334001 9.253432 9.455411 6.709868 11.426753 2.526645 12.282229 11.628403 9.442525 7.419199 10.122836 6.245463 1.749019 10.366899 6.836501 9.127798 9.240891 12.651414 12.973385 11.629934 3.401112 9.923251 7.574679 8.676393 10.498668 8.537873 5.709867 10.571040 5.526645 6.007772 9.081235 5.964052 10.921823 10.550862 -1.058293 12.587792 12.520292 10.069033 9.906746 7.388766 10.750648 11.121593 12.846559 7.941486 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 yes NA NA white not hispanic or latino 32.58.0 3 7 2 NA 4 3 1 6 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.6202316 7.6742092 0.7916057 10.2753818 -0.7933568 8.2261944 1.2065807 9.0458072 9.3727665 2.6660294 7.7379848 8.8540621 6.6660351 -0.7933568 10.2820091 9.7531990 9.6680829 8.7399331 2.3765404 1.2065807 7.5859818 7.8027929 11.4899813 2.5285213 4.5285338 9.2713463 0.2066432 8.5794687 7.4545313 5.0892481 8.3538085 9.8887203 7.9813903 10.2693242 7.8102297 13.5382203 0.2066432 9.2455225 5.7764594 5.3358869 9.6159944 9.2753817 3.4545313 3.3465598 12.5170743 12.2718513 9.1358619 8.4233492 7.6328680 8.0010191 9.6752276 9.5762009 10.4545309 9.1059604 10.4456053 11.3939556 5.3765300 13.4751455 4.7915641 NA 1.5285213 10.8679362 8.1838835 9.1838835 10.9522778 0.7916057 2.6660294 5.6660351 6.7764594 9.6481159 6.6578143 10.6655227 10.3834000 0.2066432 4.3765266 2.2066120 13.6299164 8.0676903 10.4075021 NA 10.9400426 1.5285213 7.8966012 9.5069561 8.4473949 1.2065807 6.4733908 2.5285213 8.7321243 0.2066432 0.7916057 8.9961370 9.7840323 12.1142453 8.0520936 10.3633186 9.6964514 9.3964280 7.9070433 11.7176148 5.8931049 10.0497394 4.5285338 8.1895973 5.2289726 1.5285213 0.7916057 14.1242086 0.2066432 3.0139624 3.2940619 12.1461827 0.2066432 6.5464531 8.5881464 9.9208490 9.9673234 10.2632411 12.5406449 12.5269810 4.6328673 5.6660351 8.3072659 11.3442351 9.5918942 2.5285213 2.3765404 NA 0.7916057 9.8074456 8.4686982 8.3255447 9.0347401 10.0951565 14.4663100 2.9070445 9.0923000 5.3964267 11.5361196 12.4187958 8.7418788 8.5751100 9.3689948 9.7004590 10.8661535 11.1127425 10.7175604 10.0267825 10.2564520 14.2950191 9.2414024 9.7389595 13.7687863 11.1213623 7.0458077 0.7916057 0.7916057 9.3006811 8.1578880 9.9259923 14.4148371 8.7378290 1.5285213 11.0999050 7.2066032 10.2867548 2.2066120 9.3802805 10.8405069 12.8254478 12.6931871 6.3046352 NA 8.1432414 4.9614891 9.6202314 10.0243866 11.1834933 10.7559069 8.7534979 9.2740377 8.4521564 1.7915641 5.2289726 10.4745606 0.2066432 4.2509995 -0.7933568 11.6901674 5.1838835 9.5805561 8.0622820 6.0267824 -0.7933568 9.8576551 11.2438072 9.6873937 9.4136178 8.6138712 8.8554643 6.4747005 10.8913521 9.2108240 11.4536409 11.0046702 8.1044488 3.8504594 10.2241078 -0.7933568 9.0473813 7.2564521 10.8670451 9.5035197 10.4856336 12.5375204 0.2066432 9.9336731 9.6032083 -0.7933568 2.2066120 6.5012242 NA 4.2066042 6.1952885 7.4013600 12.9192379 10.7452774 6.3255447 8.5816427 9.8304849 10.5967724 8.2372707 9.2386493 12.0538566 2.0139624 1.2065807 12.2157323 9.0171750 6.3964284 3.5989249 11.0042650 7.1254672 11.3287844 9.3423127 5.5641556 8.6619306 9.0203847 4.6071409 12.7339583 -0.7982800 -0.7982800 0.0038854 0.0122370 -0.0017216 0.6576800 -0.0279450 -0.0336770 -0.0806740 -0.0806740 -0.0806740 -0.0963490 -0.7982800 -0.7982800 -0.7982800 -0.0138590 0.0158660 -0.0140730 -0.0140730 -0.0140730 -0.0010606 0.0122370 -0.0644640 0.0079175 0.0199230 0.0199230 -0.0336770 0.0176250 -0.8010300 0.000 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 -0.798 -0.798 0.732 0.732 -0.803 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.684 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 -0.801 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.798 -0.798 0.732 0.732 -0.803 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.684 0.684 0.000 0.000 0.000 0.000 0.000 0.000 7.780250 12.893323 2.376540 10.326193 7.341030 6.722303 5.228973 8.925992 9.987963 NA 11.569643 9.482262 4.294069 3.330931 9.184027 9.047381 9.880796 6.737985 11.485343 6.064585 8.348710 10.788887 12.308720 6.294066 9.315128 10.858552 12.544504 6.5375197 8.3358865 1.5285213 7.5553315 7.3865127 10.5335947 12.2152072 10.3274893 6.1838835 8.1810180 5.3563516 9.1328994 5.2509995 4.3358834 9.4025909 5.2726914 3.3765266 8.3203457 8.5012242 10.9706457 7.6032079 12.3214845 4.5567482 6.3865127 8.1432414 11.9963409 7.3964284 14.6029741 8.0203844 1.2065807 8.8878417 7.6944436 7.9208489 9.3939556 8.7418788 11.6305073 9.1164965 7.5946210 11.8858636 5.5464531 6.5285323 15.7127809 11.8939792 10.0275801 5.1607992 9.9259923 NA 11.3569854 0.7916057 12.1006633 8.7799097 10.8926662 8.6202316 11.8116199 3.3765266 1.5285213 8.8983471 7.1952885 5.9070421 12.4079571 4.4920070 13.9105611 6.4827273 7.6863836 7.3343913 11.3300783 0.7916057 -0.7933568 10.6106806 9.0010194 10.1924455 8.9547962 11.3573028 7.6984567 8.5553315 NA 9.6181144 10.3858905 11.0191819 9.7611923 8.7953182 0.7916057 8.6328684 0.7916057 9.2740377 8.3255447 7.7223034 9.9259923 10.7688459 -0.7933568 12.4580859 13.4206949 12.5069560 9.2740377 6.8432276 10.9061759 8.4473949 11.1334258 8.1615270 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 1 4 3 1 1 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.942087e-06 6.589225e-07 -0.513955 10.628749 10.234197 7.137056 8.803417 9.052058 6.402480 NA 1.712508 2.945439 7.122628 9.506984 4.186445 5.733932 10.814118 11.841906 8.943385 9.616575 11.903857 NA 8.589292 8.434371 9.798887 10.476817 7.025163 8.581401 6.306184 8.581401 9.025163 10.992312 6.424173 6.903857 0.486045 NA 9.615287 9.404867 3.878323 6.463284 -0.513955 8.254188 9.118999 9.858869 7.350190 3.070973 9.897515 9.730368 5.825854 9.863214 7.280420 11.068616 NA 7.416741 11.329925 2.655924 10.310167 9.640822 7.552093 NA 10.638289 10.154003 8.941331 6.733932 6.129860 NA 8.422642 7.416741 10.386871 NA 5.508372 8.549399 2.070973 9.731557 11.523894 4.240894 11.510787 11.737191 9.003673 11.057757 10.841906 16.564082 NA 8.573467 10.068146 2.945439 7.474688 8.668398 6.115360 NA 11.606890 10.515291 9.807932 7.129860 0.486045 0.486045 9.668398 7.834732 8.488819 8.431448 9.179491 10.497231 6.743392 12.765324 2.655924 NA 5.714822 10.464715 7.878321 8.277167 10.825854 NA NA 9.829190 6.508372 10.775308 9.163724 10.696675 7.961737 NA 2.070973 NA 12.193795 6.085917 9.129860 -0.513955 8.220714 9.113538 7.009566 10.533810 9.050153 1.070939 6.331494 NA 8.434371 1.485993 NA 7.093334 9.476108 10.425583 8.750447 8.189908 9.317311 10.222406 NA 9.970827 5.594528 9.257493 NA 9.069087 NA NA 8.410816 14.366448 -0.513955 5.009567 12.486532 8.158429 4.129860 5.293359 11.126701 10.954119 9.290135 10.328354 12.327765 10.895925 7.144216 7.710006 9.478942 11.099794 8.685456 2.655924 2.070973 1.070939 NA 7.695457 9.759800 8.823626 7.670879 9.849766 9.147782 -0.513955 8.977857 6.280420 12.689199 10.304586 9.508372 3.733929 11.646191 11.845205 10.308575 9.170753 2.485993 10.159313 9.424113 11.635434 9.315727 11.380443 9.368280 9.156660 7.690575 0.486045 7.497232 6.655929 7.680761 11.162402 9.245892 8.633209 2.485993 11.569816 8.943385 11.106224 9.215625 9.730368 10.233358 12.476994 9.955646 5.714822 NA 8.668398 7.386870 9.267364 8.922716 10.566082 9.042510 7.670879 9.855601 8.625555 NA 7.573467 1.485993 6.144216 3.186437 NA 11.095183 6.172506 5.861042 10.461136 5.186445 NA 10.263259 10.289328 10.875098 9.804547 8.428518 8.796617 5.513690 10.738669 11.352510 10.525609 10.337753 10.780625 NA 7.108056 0.486045 9.663424 10.714221 9.371700 9.254188 14.216633 14.214350 3.807932 11.093334 10.213074 2.945439 3.573471 8.302988 NA NA 7.032899 7.040593 14.791246 10.273907 8.710006 9.267364 8.633209 11.136607 7.578761 8.933087 11.144215 NA 2.655924 9.395897 9.235874 6.604945 4.977857 11.109428 9.072844 10.647766 9.844655 6.655929 10.628749 7.594528 3.293356 10.206248 -0.00013862 -0.00013862 0.00986690 0.01195800 0.00416320 -0.00124730 0.00174120 -0.00954260 -0.39897000 -0.39897000 -0.39897000 0.74822000 -0.01623800 -0.00013862 -0.00013862 0.00166420 -0.67784000 -0.67784000 0.00986690 0.00986690 0.00986690 0.01195800 0.00583090 0.00174120 -0.00388480 -0.00388480 -0.00954260 0.00430210 0.00013863 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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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4.655930 15.648939 11.315330 7.789785 4.878323 9.705173 0.486045 12.886350 NA 13.199498 11.000225 10.965279 10.814118 9.798887 5.961737 5.186445 8.665913 8.483183 5.878321 13.161738 NA 14.395522 12.251705 7.422642 8.640822 9.806805 5.100713 0.486045 9.023222 6.463284 9.595835 9.790926 11.279201 11.814398 9.859957 NA 10.894334 8.625555 8.945436 10.680761 9.602348 6.903857 10.069087 8.541286 8.787500 8.823626 2.807932 11.162402 11.391391 NA 13.710006 12.742213 10.497231 9.855601 7.398893 10.756299 11.671809 10.982423 11.532306 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 1 NA NA NA 2 3 2 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 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4.12602297 8.53441689 9.08295587 4.46482507 5.57772187 9.91737924 12.46233437 10.41522997 9.85314438 10.97335850 0.03857665 9.80757324 7.72856000 9.77665411 10.73943500 8.59889479 8.26256376 4.12602297 8.35823404 8.81828115 11.38618325 7.93574201 6.01584097 NA NA 9.46482671 10.00578818 5.37841105 6.76648253 2.36047665 8.37841191 9.43837374 9.28648938 5.83297860 1.03857665 11.11236874 8.93034557 8.55228945 10.93224259 3.94544852 10.12004538 NA 7.29594981 10.12801237 1.03857665 10.62164468 10.33260814 7.23823466 NA 10.20598002 9.98254174 9.36611454 7.75623806 4.24801863 NA 9.03997018 7.95742538 11.18290144 -0.96156382 6.02724696 9.16784487 1.36047665 9.86669830 8.93489417 3.20848605 10.26917683 13.69905924 9.34917461 11.23915402 9.33088350 16.03911212 NA 7.98984633 10.22776875 4.59315056 8.05537030 8.38950099 4.71098822 2.36047665 11.84531288 11.65327171 10.00866784 7.93942877 6.30534860 2.49799550 9.34234273 8.33318264 8.19337997 8.88561920 9.44901324 10.39446355 6.55426191 13.07043535 0.03857665 0.03857665 4.79344855 10.22281736 7.70389804 8.70567351 11.27577183 1.36047665 1.62353915 8.22838630 7.01010510 10.55912161 7.31002468 11.25196993 8.82319685 NA 2.36047665 0.03857665 11.62891500 8.19843325 9.23454922 3.62352745 9.54039911 8.24557600 7.66427091 10.76860739 9.04137688 2.49799550 7.12071066 4.76648385 8.56994331 NA NA 9.11136445 9.17811331 10.32165024 8.71275431 9.86272506 9.16913255 10.38119218 -0.96156382 10.19654029 7.40488439 9.27337928 4.08295800 9.48667818 5.03856348 NA 7.88405205 13.90366684 2.03857665 9.43409608 13.67422332 10.04978907 4.08295800 6.53840779 11.82891040 9.85953851 9.45324717 9.53840779 11.82025764 11.35569180 7.64218819 8.06092988 10.72593760 11.26256353 9.43090076 3.62352745 1.03857665 NA NA 9.00001155 9.46692215 8.86352068 8.41577261 9.14960615 13.82631143 3.12603123 9.54139364 11.22064580 11.57213497 9.99493803 8.55228945 3.20848605 10.94206719 12.19132206 12.12253975 9.47926492 3.92315869 10.98656403 9.20346890 12.26647862 9.38396711 10.22157685 9.11804664 9.06784923 10.61220909 1.03857665 7.65694750 5.65327216 7.97519968 11.00073490 11.68901233 9.33845673 2.62351574 11.98290793 7.86192932 10.88796698 5.94545320 9.89109135 9.59602553 11.63638169 9.98473716 6.60080495 NA 8.25288111 5.99275710 10.18322013 9.37171719 10.78581502 9.37283525 8.57189179 9.01584180 8.45218975 -0.96156382 5.34234140 0.03857665 1.03857665 3.89654312 1.03857665 10.71142917 5.92120542 6.44795271 9.26376942 5.48150562 NA 10.54586096 10.36105344 10.81951164 10.21036414 9.35257868 8.41349254 6.65430234 10.57917430 11.19337997 10.70744688 9.77072930 11.17170410 0.03857665 8.16784512 NA 9.86352068 8.00722859 9.59889479 9.69498672 12.56933396 13.84072480 NA 11.42010481 9.72855983 0.03857665 4.28648938 6.84591652 2.03857665 NA 5.90892576 7.12071066 14.62792043 10.17811319 7.12071066 8.79845009 9.61882045 11.15555553 7.30065640 9.13042024 11.23731383 -0.96156382 2.36047665 10.42442425 9.39391295 6.96929902 4.32396086 11.35936243 8.56212372 11.14937141 9.81499495 6.56994369 9.33776995 7.61644372 4.16949213 11.01046461 -0.0056757 -0.0056757 0.0058997 0.0087528 0.4592200 0.4640000 -0.0077482 -0.0055375 0.3695300 0.3695300 0.3695300 -0.1744900 -0.0149160 -0.0149160 -0.0056757 0.4101100 -0.4725800 -0.4725800 -0.4598200 -0.4598200 -0.4598200 0.0087528 -0.0042929 -0.0077482 0.4437600 0.4437600 -0.0269800 0.0000000 -0.4734200 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 9.899649 12.238388 12.568846 10.334331 8.682418 11.657636 5.623525 3.286497 7.927305 6.082956 12.079023 9.243634 4.248019 10.582058 7.722224 8.319333 10.174271 7.252881 10.779186 6.049790 7.986929 9.078701 10.376947 8.651430 7.546357 10.737701 12.420375 8.92578258 10.12204122 NA 8.40269660 6.89654312 9.93262166 10.92882613 11.17555298 8.61599077 9.54635643 6.47318945 9.37506855 6.95145142 8.36499126 9.19590883 7.06646812 3.68241599 8.49388907 8.20597990 13.21940345 7.40050548 12.94929829 5.59988904 8.38063639 9.82564827 15.76166283 10.40597662 13.50227782 9.94545247 2.03857665 10.76988089 9.72331042 10.46010076 8.92273246 8.55228945 9.75366587 9.77496376 11.43061093 11.47005951 1.03857665 5.83297860 14.20051647 11.65027832 10.41522997 7.53840779 9.71451892 0.03857665 11.16171332 0.03857665 12.93432649 10.70962520 10.59171120 9.917379 9.776654 5.323964 6.826465 9.411427 8.723310 6.473189 12.507311 3.038559 13.950796 11.226842 8.060930 8.748697 10.449543 5.696773 NA 8.781713 7.638475 9.827280 9.549326 11.674507 12.653502 10.263769 1.623539 8.997115 8.814995 8.894987 10.311192 9.214735 4.682416 10.529413 7.596983 7.049789 8.863521 2.845912 11.000735 11.095538 NA 12.895279 13.247025 10.935273 9.015842 8.063701 10.043484 10.108683 11.826579 9.779296 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 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 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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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 0.17302000 0.17302000 -0.00843850 0.40486000 0.40177000 0.39562000 -0.00097017 -0.02080800 0.01663900 0.01663900 0.01663900 0.04315700 0.17302000 0.17302000 0.17302000 0.03961900 -0.47881000 -0.47881000 -0.47881000 -0.47881000 -0.01289000 0.40486000 -0.48690000 -0.02265400 0.00000000 0.00000000 -0.47258000 -0.01243800 -0.51788000 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 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 1 1 NA NA 1 1 1 4 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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1.976768e-06 4.855218e-07 1.1672937 10.3688238 10.4009321 7.6711384 -0.8326421 9.7016154 9.1199226 1.4892346 2.4615548 3.3372401 7.7025876 10.7328906 5.9874914 5.6751074 10.8410632 12.3507928 7.4152398 10.3682111 11.9024454 0.1673579 10.5138262 8.1559971 10.1481661 10.3792007 7.5160404 8.8815579 8.9698288 8.1215087 9.2144364 12.8935306 7.3520885 5.8255236 1.1672937 NA 9.7820224 9.6957666 2.7522776 6.2862528 3.3372401 8.3961312 9.2253041 8.6770875 6.6671584 1.7522776 10.7156527 10.3552830 1.9746761 9.2797519 7.2441278 11.2881983 NA 8.2574251 11.0415254 2.1673258 10.7861568 9.8075575 7.3669848 NA 10.5813634 10.2345048 8.8057484 7.1896803 8.3347305 NA 9.3669848 7.9649738 10.1127563 NA 5.3170580 8.9188567 3.0741971 9.2103397 11.4302882 8.2627094 10.6990204 11.5806760 9.5883254 11.5759076 11.0088768 15.5472323 NA 8.8538129 9.7494545 3.7522776 7.4104861 8.2034860 9.6601671 2.2866742 11.1606047 10.7732549 9.8423874 7.8815582 1.1672937 3.5596264 9.5777638 9.2239503 8.1757411 7.9486721 9.4538702 10.1410098 6.7820219 13.0735455 0.7522348 NA 6.8746716 10.3931224 7.7560272 8.2034860 10.7536832 1.1672937 NA 10.2225950 6.4247004 10.5410205 8.9003277 10.8228432 8.1785399 NA 4.9221978 1.7522776 10.9866933 7.0980500 9.6277684 -0.8326421 9.6859657 8.3322192 7.8039374 11.0194518 9.2441281 1.9746761 6.5935779 4.5248661 8.0468959 1.4892346 NA 8.7635022 9.3583716 10.5856922 8.8467926 9.5946252 9.6257191 10.2307076 4.8677532 10.0891534 5.0252946 9.1069944 3.4892346 9.8781190 2.8677581 0.1673579 7.2280086 14.1244599 5.4527140 5.5596295 9.8192610 8.8021234 3.4892346 5.1896823 11.2904639 10.6536448 9.2507918 10.5396334 11.7347933 11.1395743 8.7333665 8.1068916 10.6071434 10.8858454 9.0640839 7.0980500 1.7522776 NA NA 8.8607996 8.5681918 9.8138711 7.8255243 9.8035837 9.7635022 4.9746670 9.5692587 7.2653450 12.4156848 10.0545331 9.4619333 4.2965969 11.1616659 12.2534487 10.8494293 9.2307076 4.5596325 10.0995272 9.2901405 11.6629177 9.2574249 10.2959513 9.1588343 8.5488554 6.7295555 4.3767627 8.3297040 7.4892403 8.2836565 11.9466215 12.2001606 8.0755251 3.9746670 11.7725605 8.7709387 11.1410099 8.2991695 9.9794898 10.0468958 12.2753468 10.0906400 6.7295555 NA 9.9280324 7.1785394 9.4009321 8.3694364 10.7974431 8.9054048 7.6308372 9.9649740 7.2914341 3.4892346 8.2965955 3.1673098 4.0252946 4.1673098 3.7522776 10.5176992 6.6102556 7.7219010 10.7875323 6.4152398 -0.8326421 10.6938117 10.4128652 10.7295549 10.3010969 8.0802020 8.2879132 5.2127989 11.4182030 11.2511242 10.7574317 10.2367623 11.0980499 0.7522348 7.9388021 NA 9.8138711 9.1302084 9.2007356 9.4164260 13.8666138 14.7180292 1.1672937 12.2362587 10.2117065 0.7522348 4.6267428 7.7409599 0.1673579 NA 6.7522749 6.5071619 14.8124080 10.3509479 8.1503063 9.3447320 8.5093871 12.5584218 7.6986943 9.2294800 11.1309311 4.2547754 NA 9.6185235 9.6081816 7.3017385 6.2758377 11.2110233 8.9155054 10.7343178 9.6369543 8.7709387 10.6651644 7.6019409 4.4852658 10.5188039 -0.00013862 -0.00013862 0.00555290 0.00624810 0.00305220 0.00152550 -0.00138580 -0.04319500 -0.01803500 -0.02726100 -0.02726100 -0.02726100 -0.00013862 -0.00013862 -0.00013862 0.00291330 -0.45018000 -0.45018000 -0.45018000 -0.45018000 0.00513590 0.00624810 0.00319100 -0.00138580 0.00260670 0.00260670 -0.04319500 0.00027728 -0.44919000 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 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 11.052246 11.730747 9.000203 10.816119 10.545065 10.281055 4.782021 2.167326 7.630837 3.254775 13.985545 9.348763 10.183424 9.689158 7.838995 8.112756 10.811169 7.342238 10.981094 10.692344 8.746629 8.877929 10.151161 8.288846 7.502703 10.834868 12.656282 10.8837033 10.4211600 -0.8326421 8.1503063 7.0190614 10.8625408 10.8952329 11.7364561 9.6440587 9.4504009 7.3571367 10.0824449 5.5935779 7.4009324 9.0438295 9.1171392 7.5248645 10.2280084 8.8361975 13.4604248 8.2089717 11.8147709 7.2176505 9.8353110 11.2130721 15.1990137 11.6521354 13.9174961 10.3626847 0.1673579 10.0973106 10.3943267 9.7578995 9.0190616 9.4619333 9.6338989 10.0628878 9.8901200 12.0059255 4.4527140 5.5071635 14.7108214 10.9637578 9.5510168 6.5596295 9.3792007 -0.8326421 11.7776453 0.1673579 12.9629463 10.8480940 11.1952185 10.8410632 10.1481661 5.4340978 5.6908752 8.6531417 9.0392176 6.6019401 13.6488559 1.7522776 14.3484259 12.3073434 8.0499558 9.2364534 9.8994799 6.2117073 0.7522348 9.6071433 8.6450708 9.9576610 10.0429850 11.9774824 11.1795878 11.7984895 2.8677581 9.3347307 8.7984896 9.3271839 10.9966388 9.2034860 5.7219003 10.0726995 8.7801811 7.3571367 9.8138711 5.2334011 11.9466215 11.5369098 NA 13.1567957 12.6832587 10.2719113 9.9649740 7.6308372 10.7806415 9.7122770 10.8294512 10.9498029 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 2 1 NA NA 1 6 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.6499554 9.8658545 11.6911174 5.6900036 NA 9.4547533 8.8233937 NA -0.3512585 3.8095894 8.1050421 7.7930980 3.7424698 5.6900036 10.7785148 10.6297652 6.7764199 10.2426974 11.9967134 3.7424698 10.6459236 7.8539807 10.4175891 11.7980128 7.8339704 9.6698267 5.5789719 5.9500671 9.6788295 6.0780761 7.5929473 -0.6499554 NA NA 9.7584844 10.3452152 2.8095791 7.7467595 1.3501577 9.8619073 9.1798775 9.5024394 2.6720858 0.3501577 9.0763728 8.4612903 1.9351203 8.5909459 -0.6499554 9.5873646 NA 8.5980823 11.4013636 NA 9.2065802 9.8549737 8.2779327 0.3501577 11.2430845 10.4845809 8.6900046 8.5275744 5.1315154 -0.6499554 9.5693232 8.1117059 10.0269932 NA 2.8095791 10.3238520 2.5200702 9.2926693 6.8339704 3.5980793 10.2384565 7.8054821 9.9256939 9.6493627 8.1703337 13.5409053 0.3501577 8.3863281 8.5200796 5.2570446 8.8599298 7.5644734 3.8095894 3.8128576 12.7616656 11.3683548 9.6344003 2.3501577 5.5200796 2.5200702 9.4960868 9.5717418 8.8873730 9.5608259 10.3877016 10.0252296 6.3835782 13.8614131 2.6720858 NA 1.9351203 10.7478293 8.4455517 10.4941755 10.1486264 NA NA 6.0505953 8.3245694 8.9619355 10.3224165 11.1199925 7.8095862 NA 2.5200702 2.3501577 12.2243676 8.8034253 9.4242961 4.0505975 11.7052304 8.6562164 7.1050421 10.9190608 9.3849536 -0.6499554 6.4690964 3.0505888 10.4382804 1.3501577 4.8095842 8.8951190 11.3112425 12.6890303 8.4081463 12.2048283 9.5522785 10.1575095 3.9940094 9.7795615 5.6720830 9.7648399 3.7424698 11.6066582 5.0780761 -0.6499554 -0.6499554 14.0104292 2.1574965 1.3501577 0.3501577 10.4013636 2.3501577 7.1117064 9.4508170 11.3068938 11.6320847 13.0745619 11.4335908 11.4372860 6.7424725 6.3159393 12.5359593 10.6771458 8.1938560 5.5980823 3.3501577 -0.6499554 NA 11.7322382 9.6459235 9.4820117 6.7164765 8.6776622 5.8420083 0.3501577 7.4794375 7.6262792 10.6022287 12.1854156 8.7722195 2.8095791 10.1663384 9.6821912 10.0678311 9.5681123 6.9240286 9.0763728 11.9623320 12.8992173 9.8931865 11.1687369 11.6913955 12.5469104 0.9350825 2.8095791 8.7701148 11.0484252 9.2660341 10.4216171 14.3354932 8.2161662 0.9350825 9.8609189 9.7858250 11.3962555 1.3501577 10.6116620 11.1257649 11.6718009 10.7010938 3.0505888 NA 9.8834844 6.7847827 9.5313070 8.6216178 11.1195669 9.4781489 7.3890737 10.7853040 7.5980823 2.1574965 6.1315133 -0.6499554 -0.6499554 7.9463443 NA 12.8935490 5.0225809 4.3945484 7.8054821 11.0771987 NA 11.5580841 10.7515675 10.8284186 11.1237060 8.7595457 9.8717257 5.6597676 9.7826965 9.0763728 10.5855705 10.4094991 7.4376173 -0.6499554 8.6286041 0.3501577 9.2525297 8.7951695 9.7327786 9.4000031 9.8999393 13.7586171 0.3501577 7.7510338 9.4162438 NA 2.6720858 3.5200828 NA NA 8.0154903 7.5049731 14.6504715 10.5012917 7.9123972 9.4269702 10.7082564 11.5747593 8.8854301 9.1387914 11.7488983 NA 3.5980793 10.2712517 10.2442144 7.9463443 3.7424698 11.9297063 10.1510546 10.2889992 9.4781489 8.4638966 10.4540980 7.6309252 5.3501542 9.7110016 -0.48859 -0.48229 -0.47342 0.75987 -0.55695 0.66427 0.69316 -0.52113 0.00000 0.00000 0.00000 0.00000 -0.56614 -0.48859 -0.51523 -0.44900 -0.47342 -0.47342 -0.47342 -0.47342 -0.47342 0.75987 -0.49523 0.69316 0.64121 0.64121 -0.51239 -0.48879 0.68473 -0.521 -0.521 0.671 0.671 0.685 0.685 -0.489 0.697 0.652 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 0.697 0.652 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 7.8339704 11.9465774 2.5200702 9.6413253 7.8854298 6.2926695 2.1574965 9.7669522 8.4565343 0.9350825 10.6613353 6.9163608 11.3501547 6.5468790 8.2822809 9.8450103 11.8241140 10.6938956 10.8697909 4.6720802 9.4283055 9.5314312 10.3615707 4.4794375 8.0609612 9.9047434 12.3128699 9.015491 8.772220 NA 9.673209 8.047122 9.714289 12.867209 12.145180 6.195645 10.089935 6.793099 9.453442 5.078076 5.979511 10.247244 10.243456 11.760341 9.996713 9.308707 11.595113 9.429639 13.593775 5.597701 11.619574 9.038405 14.757356 8.074669 12.586318 10.091622 NA 10.109211 10.254037 10.889798 10.319541 8.772220 9.946344 9.228206 8.725194 12.291386 4.105041 6.801366 14.060477 11.518200 10.886402 3.050589 8.198777 NA 11.798013 NA 11.596598 11.286771 11.706882 10.7785148 10.4175891 3.5980793 8.8197965 8.9028237 7.7208421 7.1830448 11.8072585 3.5200828 12.2183985 11.9788280 8.5250803 7.3078948 11.6641713 0.9350825 NA 11.5449115 10.5547258 10.0445126 9.6424763 10.8470084 9.0436417 7.8460100 NA 10.2426974 6.8893129 9.0488593 10.9772325 9.5777706 3.3501577 7.5596081 0.3501577 9.2065802 9.4820117 9.9426117 10.4216171 9.5632588 NA 12.5776202 12.1382612 10.9908515 10.7853040 4.2570483 10.7392481 8.9722064 7.2852015 8.3655416 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 3 1 3 2 1 2 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 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 4 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 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10.3544400 4.7284974 7.7886192 8.5640782 6.5137592 2.4958486 11.1083372 11.2031964 9.6546994 9.2560582 2.4958486 4.6333382 9.8551475 8.4569975 8.3388161 8.2719410 9.8105339 10.5358529 6.5226380 13.3333864 1.1738950 NA 4.9018275 10.5025841 6.7738223 8.5790508 10.8141541 NA NA 9.7710307 7.0256578 10.4861512 7.5917617 10.2312241 8.4731172 NA 3.1739109 1.1738950 11.9054404 8.1251939 9.9086188 0.1738950 8.9536284 8.8463344 7.6577250 10.4913218 8.4453721 1.9812682 7.0193995 4.7588734 8.5597717 0.7589001 NA 8.6496428 9.3425812 10.1837378 8.2771972 10.3432079 9.7840112 10.5081825 2.4958486 10.2052658 8.6001738 9.3942875 3.3438342 9.2073321 6.4593119 NA 8.4890588 14.1847869 3.8743445 5.3438342 12.4455181 8.8195676 3.2613653 6.5402319 11.0032355 10.3531962 9.7475564 10.5281586 11.4271096 11.0845519 8.7977906 6.8392454 10.0807998 10.8730478 9.1928187 5.5662276 0.1738950 NA NA 8.9069246 10.1640131 9.1208154 8.3160163 10.7148848 10.7714962 3.4958358 9.9828734 6.5226380 12.3125010 10.1396934 8.5003388 4.4593136 11.4081279 12.4176782 11.2056104 9.2915522 2.6398804 10.5081825 9.3249258 11.9470484 8.7941289 10.1200844 9.6597385 9.4147005 10.0473533 4.3833656 6.7208038 6.2399975 7.8673961 11.7626238 9.4532064 8.9342134 3.8177665 11.2679869 8.9153763 10.5137592 8.4822481 10.1031675 9.7996180 11.9145332 9.9069246 6.8881551 -0.8259772 9.3575445 6.3833622 10.0815509 9.4003215 10.8054864 9.1682627 8.0036320 9.8560260 7.6168524 0.1738950 7.1339108 2.9812682 4.2183007 4.7284974 2.1738950 10.2244380 7.5747888 6.7886192 9.4947098 6.4867916 NA 10.5996496 10.2791630 10.8855761 10.8245122 7.4170829 7.2092028 5.6612679 10.5986003 10.9609955 10.9157975 10.4057303 10.6225418 0.7589001 7.9321326 -0.8259772 9.8630335 9.4604670 9.0912812 10.0534925 12.3081750 15.0641735 -0.8259772 11.6602414 9.8276499 NA 4.1739109 7.8950081 NA NA 6.5832994 6.6251200 14.9106282 10.5120996 7.6455842 9.2018152 9.7227310 11.8062228 7.8105337 8.7364760 11.1016872 2.1738950 2.4958486 9.8059956 9.5672996 6.9683247 3.6974736 11.1156904 9.3350410 10.4395242 9.6496426 7.9519864 10.7489756 7.0987217 4.3833656 10.4365913 0.0011093 0.0011093 0.2812100 0.0118180 0.0339720 0.0070826 0.2824800 -0.0100940 -0.0563070 -0.0563070 -0.0563070 -0.0586720 0.0011093 0.0011093 0.0011093 0.0044411 -0.6242700 -0.6242700 -0.6242700 -0.6242700 0.2812100 0.0118180 -0.6135500 -0.6315000 -0.0153290 -0.0153290 -0.0100940 0.0060933 0.0065830 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.038869 11.735197 10.576388 10.441281 9.448870 11.173205 2.633338 3.633338 8.407529 5.080798 12.874674 9.699097 10.687637 7.747064 8.162594 8.799618 11.354129 6.751338 10.471399 10.116424 8.419462 8.554457 10.239197 7.657725 7.000458 11.092772 13.221289 9.523743 10.080048 0.173895 8.368666 6.363734 10.103168 11.501462 11.026439 9.632316 9.231901 6.583299 9.742815 6.459312 3.633338 9.458155 8.661749 5.128104 9.902680 9.902680 12.924407 9.656717 12.455549 7.043102 9.822267 9.820468 15.188191 11.240335 13.416711 10.223758 NA 11.525401 9.471972 10.171794 8.768234 8.500339 9.419462 10.020183 10.322386 11.946636 1.495849 5.888154 14.462518 10.685168 9.515984 5.915375 9.909465 NA 11.255393 0.173895 12.574388 10.832991 10.693054 10.6194414 10.3550614 5.3236547 6.9876904 8.9503421 9.0987217 6.1851371 12.4457938 2.4958486 13.3077738 11.6292364 8.4123141 8.7816463 9.8691374 4.6657623 1.7588575 9.4003215 8.6209925 9.5959739 9.3363006 12.1189872 11.4739757 11.3842761 -0.8259772 9.7208036 8.9569073 8.8778126 10.3089772 8.9404381 5.8321204 9.5576134 10.3140999 6.6817037 9.1208154 3.8177665 11.7626238 11.0508098 NA 13.0097622 12.7547566 10.7442393 9.8560260 7.6001738 11.3048015 10.5424156 12.1522693 10.2419686 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 50.57.0 NA NA 3 NA 2 3 3 4 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 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 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10.5884634 1.3562565 8.8751322 9.7287122 7.5221939 -0.9657843 10.3814163 11.2804297 10.1919728 7.6080012 9.7900764 1.6193191 8.3312703 7.7758209 11.3329897 2.4937754 6.4180584 8.8561282 1.3562565 9.5588959 8.6545741 5.9047201 10.4605770 10.3381350 8.6907792 10.7425760 9.8868837 15.6334680 -0.9657843 7.7417130 11.3633096 2.8417115 8.2775283 8.7975665 7.4437450 2.7347855 11.7337098 11.5426442 11.2392310 9.1323864 2.4937754 2.6193191 9.5191770 8.1687804 8.2017725 8.3719761 9.4710657 9.7147138 6.5181700 14.5750877 1.0343566 NA 0.0343566 10.5735130 6.5421481 8.0427828 11.3301232 2.2042659 NA 9.3742042 7.0173474 11.3581352 7.7278415 11.1234736 8.5793186 NA 4.8672441 3.3562847 11.8765081 7.2291110 10.7825471 1.3562565 8.9650916 8.7173488 7.0230391 10.2976234 8.0399790 1.8416914 8.0087687 3.2822767 7.4437450 -0.9657843 NA 8.3830826 8.6618882 11.9498602 8.2389254 10.0964004 10.2462425 10.0990970 NA 10.5186736 9.2858366 9.3974158 3.0343566 9.1967455 3.8923327 -0.9657843 7.9502334 15.4374495 6.1218174 13.6398916 11.3463863 10.2757416 1.8416914 5.0343522 11.1497231 9.8238879 9.6202558 9.7875709 10.6705755 11.6851816 7.5927747 7.7892415 7.5927747 11.1204904 9.4805174 3.1218112 4.7067792 0.6192721 NA 9.6426090 9.5975505 8.0539449 8.3034808 9.2878707 2.0343566 4.0343566 8.9783341 6.3104783 11.9790663 9.8124313 7.9230975 3.2822767 9.7875709 12.6811379 11.5507930 9.8206484 4.7386706 10.5411576 9.2511001 12.4788515 9.2241787 9.9885505 10.0180604 8.7758213 7.9797979 1.6193191 8.0760133 6.8222572 6.4606197 11.6098935 9.1428002 9.0873570 -0.9657843 11.0705279 7.5381796 10.6013596 9.5441293 10.2272635 9.0594937 12.5902614 10.8636806 8.1111696 0.0343566 8.1532951 5.9532163 9.2364780 8.9754018 11.3503302 9.2976234 7.3652708 9.0773816 8.8672441 1.8416914 5.8672441 2.8417115 6.4089598 4.5262066 1.0343566 10.2946858 4.7622744 6.1942250 10.2728306 6.0343544 -0.9657843 10.5401657 10.7050105 11.3011407 10.2852448 9.3730907 8.4093935 5.3686706 10.7854798 9.8861032 11.5095810 9.4180586 9.0719013 0.6192721 9.0814781 -0.9657843 9.9177613 9.2751456 9.7032392 9.8238879 12.1589602 12.9777848 5.6925667 10.1284320 9.4522066 NA 2.9412378 8.5401656 NA NA 5.7067792 6.2535223 13.5848004 10.8529523 6.8985409 8.3897053 9.3952012 11.7886154 6.7278415 8.9390640 10.9921817 4.1218194 2.0343566 10.8719821 8.0787486 6.9412448 10.4668962 10.7808685 8.3426934 11.7584417 9.2929202 9.1828308 9.6221318 8.5735131 3.8417115 11.5309584 0.00110930 0.00110930 0.43229000 -0.45083000 1.65330000 0.41360000 0.00000000 -0.03818700 0.24991000 0.26155000 0.25277000 0.28010000 -0.42167000 -0.45404000 0.00110930 -0.01739100 -0.45993000 -0.45993000 -0.45993000 -0.46250000 0.43229000 -0.45083000 -0.45982000 -0.95328000 -0.43983000 -0.43983000 -0.03668600 0.00083195 -0.44523000 0.000 0.000 0.000 0.000 0.429 0.429 0.000 -0.445 0.000 0.000 0.000 -0.421 -0.421 -0.439 -0.439 0.000 0.411 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.028 0.432 -0.451 -0.451 1.161 1.161 -0.460 -0.460 0.430 0.430 -0.912 0.000 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10.370861 9.9863674 10.2086558 4.4937882 6.1428790 8.9547070 9.1441848 8.2583559 12.3168577 2.4937754 13.1799680 11.6682576 8.3830826 8.5157499 10.8537350 1.8416914 0.0343566 8.9695192 7.4137328 10.5292098 8.9900041 12.0744727 10.5451184 10.1565352 2.0343566 10.0780651 8.3852934 9.4804037 10.4668962 9.0869223 1.3562565 9.8900014 9.3426932 9.3941038 8.0539449 2.2042659 11.6098935 10.8283639 0.0343566 13.4204188 13.4761313 11.1221485 9.0773816 8.8368706 11.7074424 8.9812604 11.1876497 10.8014172 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 7 2 1 NA NA 1 6 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.9047530 11.5610237 11.4649261 4.4781694 -1.2498223 9.3276802 7.4815702 9.7939622 8.7431898 11.5160926 9.6389946 6.4644967 10.9904464 9.4984442 3.7502528 5.1765143 6.4984440 -1.2498223 6.0721787 -1.2498223 12.4346712 3.9981774 10.3450424 7.5017950 10.9009189 NA 11.0920480 10.8403637 10.9179830 11.0488867 8.8769558 9.2799942 5.7016516 7.7919104 9.6412754 10.9416190 10.4904537 9.2411023 0.3352546 8.3144006 NA 9.9326456 8.9682089 9.4601966 9.6260006 11.2538286 12.8641562 0.7502635 9.8980922 9.4627783 -1.2498223 0.7502635 2.4506966 NA NA 7.2659507 8.3977097 14.9985866 10.8572100 8.2340673 9.4146986 9.4722049 11.5493305 8.7670595 8.9767236 11.7359154 NA 3.0721744 10.9145297 9.0597276 7.1681035 0.7502635 12.0344971 10.1822712 11.6936818 8.5495329 3.8795391 9.1564563 7.3832464 3.0452333 10.0676639 -0.66170 -0.66170 0.31193 0.30873 0.31290 0.30122 -0.66485 -0.67508 -0.20523 -0.20523 -0.20523 -0.21069 -0.66170 -0.66170 -0.66170 -0.61667 0.29183 0.29183 0.29183 0.29183 0.29183 0.30873 -0.65640 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13.172053 8.906334 13.290864 6.133783 11.517815 9.629069 13.702629 7.638995 13.878930 9.998772 -1.249822 8.791910 9.205578 10.876956 9.727531 9.107803 9.793962 9.408463 8.429731 10.990446 3.794645 5.090100 13.985919 11.766363 10.777466 2.209672 7.791910 -1.249822 8.544667 -1.249822 11.653568 10.750515 10.326736 10.314401 11.827401 2.657137 10.078926 9.322952 8.626768 6.692766 12.632791 4.632896 12.981322 7.518436 8.140420 7.323179 11.913429 -1.249822 -1.249822 11.139614 9.844989 10.622157 8.721795 10.638233 8.314401 7.718918 NA 11.376188 7.925177 9.988059 10.846966 9.675806 2.557606 7.129629 1.072174 7.394108 9.564834 8.794645 10.069359 9.969420 NA 12.305320 13.813225 11.602000 10.990446 6.863993 12.487604 9.634422 8.527523 9.640949 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 7 2 NA NA NA 1 6 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 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 0 0 0 0 0 0 0 0 0 0 0 0 3.121212e-07 6.936026e-08 -0.6036213 10.2489328 11.6487731 1.7183507 NA 10.1179298 9.5008186 NA NA 2.7887275 7.3564053 7.8922587 2.2037650 7.3907571 11.1145080 11.3896955 7.0581812 9.8372725 11.5597385 3.6443293 6.3964027 7.8558346 11.3423957 12.0190272 6.8802190 8.1479472 6.1311120 6.5763120 9.3751137 3.9509909 6.6385764 -1.6034021 NA NA 10.7801076 11.4866812 2.4838545 7.1810379 NA 9.4353223 8.9394352 9.8912589 3.4407928 NA 6.2229514 8.6288243 -0.6036213 5.8226690 -0.6036213 9.0384551 NA 8.1662409 10.8955017 NA 6.3736830 9.1769430 7.7539555 -1.6034021 11.5718655 10.1939838 8.7854969 8.6666987 0.9813412 NA 8.9189848 7.6608459 10.3854430 -1.6034021 2.3964061 9.9553023 -0.6036213 10.4100749 6.5562746 2.7183287 9.7274883 10.0032711 9.7638180 9.4950935 7.5256860 14.0104517 NA 9.2942488 8.8068547 5.2165829 8.5243975 7.2418936 2.4838545 2.1437852 12.0138708 11.4246548 10.0951079 1.2037650 1.5663281 8.2403243 9.6371947 7.8822328 9.6898750 8.9022150 9.9538670 11.0824661 7.0652879 13.1883802 0.9813412 NA 1.9813778 10.4671951 7.8721368 10.2367878 10.3527795 NA NA 5.6155723 5.9586455 9.4173834 10.9514717 11.3942885 8.2790464 NA -0.0185857 NA 12.3797533 8.3182441 10.1037625 NA 13.0606839 11.1372382 7.8902588 11.0824661 9.1487839 0.3963787 6.3330408 2.7183287 10.4641737 NA 2.8558303 9.0872743 10.6564408 11.0400341 8.8121452 13.4874668 9.7334677 10.9626953 NA 10.0635148 6.1843061 8.3836671 1.5663281 11.3471415 7.8142556 NA NA 13.3765429 -1.6034021 -0.0185857 2.3032839 10.0877107 -0.0185857 6.9700507 5.8476136 11.5770895 10.5569051 11.2193724 11.8736746 11.2269186 5.8310310 5.1908203 12.1925444 10.3422129 8.1301473 1.7183507 5.7887196 NA -1.6034021 10.6777538 7.7865722 10.2824809 7.8015448 8.9574431 11.1389233 2.9199693 9.6371947 8.1445960 11.9564973 10.7817265 9.2387537 7.7406989 9.5436082 9.7205839 9.6829611 9.4131003 8.4883941 10.1157921 11.2097837 12.7406299 10.2965153 11.6139067 12.8207606 11.7864379 3.3505963 0.3963787 8.3935827 11.1302660 8.4284490 9.5973019 13.6446889 7.1490520 2.3964061 10.4881692 9.6467018 12.2159837 NA 10.4772208 11.0000297 11.8248944 10.5023118 2.7887275 NA 8.7801076 7.6155715 11.1020357 7.6179905 11.0899774 9.3708179 8.2403243 11.0062746 10.7409766 -0.0185857 4.8226690 3.6818091 NA 5.7092851 NA 12.2187750 4.6631909 12.4685359 6.3964027 10.8110199 -0.0185857 11.1843059 10.4346365 11.8828613 11.1332280 8.3907567 10.9125466 5.7590493 8.9576912 9.3137755 11.0526047 11.0942397 9.1973032 -0.6036213 7.4435271 -0.0185857 9.9562584 7.5738229 9.2245398 9.2053676 8.8660453 13.4297833 NA 8.0670595 8.0348391 NA 5.2418936 4.5862303 -0.6036213 NA 7.4435271 8.8268557 15.0389064 10.3430099 8.4118186 9.1183569 9.8761836 10.7670907 8.9991023 8.7667528 11.8530144 1.3963787 2.5663281 9.9311925 9.3337773 7.0111132 2.0968353 11.8598000 10.2976473 11.0337075 9.9173067 4.7714419 10.4523636 7.7822657 4.0222613 9.7892573 -0.00249380 -0.00249380 -0.00193990 -0.00318590 -0.00176610 0.00277450 0.01042400 -0.88958000 -0.11613000 -0.06061400 -0.06061400 -0.08927700 0.01838300 -0.00249380 -0.00249380 -0.00940460 -0.00193990 -0.00193990 -0.00193990 -0.00193990 -0.00193990 -0.00318590 0.00221930 0.01042400 0.01042400 0.01042400 -0.88958000 -0.00069303 0.00694350 -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 8.2481524 11.6475898 -0.0185857 10.2843855 7.4489711 6.2667678 2.5663281 8.4173834 7.9757190 -0.6036213 9.8609491 5.9998061 -0.6036213 3.9051487 8.8902688 9.2133869 11.5995984 10.0152476 11.8512167 5.0402612 8.9595995 8.6968361 10.2546291 5.0257597 7.8163635 10.1826729 10.5211709 8.9297330 10.2885667 -0.6036213 9.9219241 8.2403243 10.1666542 11.8927578 10.3167561 5.4624941 10.3826009 8.1395549 9.5657021 4.4624908 0.9813412 9.3167562 2.8558303 12.5506677 9.3219579 8.1378703 12.6628239 9.2543843 13.8450359 5.7118253 13.3851768 6.4732187 14.6225897 7.4624925 12.8100312 10.2181773 NA 9.7001841 11.1995254 12.3675346 9.5023119 9.2387537 9.8393468 9.7871097 8.4312021 12.1402910 0.9813412 5.9277851 13.2826000 12.2385572 11.2127870 2.3964061 6.5812789 -0.6036213 11.9810136 0.7183507 12.0423994 11.9383360 10.7662732 11.114508 11.342396 4.350596 8.546151 9.729559 7.622815 3.855830 12.439678 2.919969 15.079946 7.260589 7.864009 7.836255 12.169439 -1.603402 NA 10.978545 9.869094 10.018913 9.731794 11.086838 5.831031 7.762726 -1.603402 11.934714 8.669033 9.789794 12.154522 10.139134 NA 7.385088 1.396379 9.457099 10.282481 10.259041 9.597302 10.729559 NA 12.706093 12.895751 11.814783 11.006275 6.793008 11.409377 10.051039 10.782031 8.502299 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 5 1 NA 4 2 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 10.0856433 6.0285183 -0.7001692 0.7098200 4.3110090 8.3318279 9.6078368 4.5571711 6.8562886 10.6228370 12.2446773 9.5683242 10.4959233 11.7344756 2.1577552 9.8741393 8.6995943 10.5653973 10.7041256 7.7976343 6.9418340 5.8075765 9.1413467 8.9345932 9.0500707 7.2109197 6.3872453 -0.1152849 NA 9.8382137 9.9418339 4.3332019 7.5310032 2.4697037 8.4206681 9.2036642 9.5331023 5.6171956 2.5477213 9.9851880 9.0450364 5.2126705 9.9577705 2.9436401 10.6280365 -2.6999349 7.7785516 10.9638961 1.2066432 9.4171006 9.8257923 7.7228984 NA 10.3696650 10.1839795 9.2543420 7.8447466 4.9218362 -0.3783818 9.0753925 8.3033004 11.1326723 NA 5.3712452 9.0045505 0.2998308 9.0580055 8.8729562 4.1199620 11.5341342 11.2537059 9.2994299 11.1581519 9.7538245 16.3626058 NA 8.7134102 10.5392316 4.2884693 8.0054146 8.0504892 4.6217120 1.6989741 11.6292282 10.9751880 10.1919455 9.8517308 6.0378742 2.3441752 9.6578840 8.3651982 8.4734594 9.5104536 9.7658588 10.7562650 6.3685606 14.2388678 1.6217120 -2.6999349 4.3978166 10.3775994 8.1231494 9.3356123 11.1288112 4.7509923 NA 8.9295943 8.0054146 10.5927509 7.5104532 11.1982892 8.3256140 NA 2.9144880 -1.7004037 13.5702053 7.7612620 9.7936378 1.9436213 9.0950103 8.6523775 7.9089612 11.1303965 9.5474132 2.3872522 7.5874948 4.6126651 8.3214564 NA -2.6999349 8.6726474 9.7820860 10.2905953 7.9801419 10.5260439 9.5903771 10.5925352 0.7592411 10.1145650 9.6027067 10.3928829 3.8928379 9.8783908 5.4083077 -2.6999349 7.8610702 13.0984312 2.2066745 7.8514905 14.8309962 8.9557600 3.3872385 6.7509937 10.0462965 10.7498336 9.5240854 10.5885042 11.8307347 10.7561366 7.9897805 7.9633406 9.7599822 10.3874108 9.2731925 1.7591985 NA -2.6999349 NA 8.9029448 10.4180745 9.7107636 7.9932690 9.4632873 12.3801418 3.0002164 9.6780772 5.4646879 11.8304324 10.7232922 8.9467908 5.5944022 11.6156394 12.9238923 11.2181797 8.4999328 3.5193406 10.3747599 9.6875304 11.6308391 9.3796004 11.2417468 9.5969851 9.5064915 11.1572773 0.4696776 8.7328461 5.5989904 8.1546505 11.2296879 10.0056803 9.2266453 3.4697037 12.1022481 9.0311013 11.4116515 8.0990637 9.8275036 10.1810874 11.7560725 10.2354998 6.0941981 1.4697297 8.5483029 6.3604784 9.5533344 9.4737717 10.6466477 8.9708810 8.4951543 10.3912176 8.5851845 1.2066432 6.3951794 3.6217120 0.8847151 4.7176326 -1.7004037 11.1520192 6.5759068 5.9181668 9.0255659 5.2790069 -1.1152849 10.7943878 10.4131989 11.0060624 10.1701470 9.4434844 8.5357964 6.4996514 10.8592788 11.9452155 10.9291388 10.2295955 10.9043355 -1.7004037 7.8486042 -0.7001692 9.5648112 8.5863399 9.0378744 9.8043531 12.8265871 15.3153225 0.7592411 11.8683322 9.8519710 0.2998308 5.4083077 8.4290652 -0.7001692 -1.7004037 6.9071130 7.2842004 15.0310284 11.0576931 7.7091734 8.7815817 9.9190851 11.8629785 7.5201606 8.9749938 11.8173286 1.5476966 0.2998308 10.2706072 10.1165659 6.9291388 5.5189505 11.5028243 9.7200056 10.8987652 9.3915317 7.2983724 9.7712034 7.4772021 4.4082023 10.5627580 0.00000000 0.00000000 -0.01367700 -0.02301800 0.56988000 0.55744000 -0.04251700 -0.00013862 0.07053000 0.07053000 0.07053000 0.07053000 0.00000000 0.00000000 0.00000000 0.49234000 -0.63339000 -0.63339000 -0.00636680 -0.00636680 -0.00636680 -0.02301800 -0.01546600 -0.04251700 0.00305220 0.00305220 -0.00013862 -0.01147300 -0.00508920 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.582436 11.600564 12.680446 10.116966 9.569201 11.574524 1.692115 1.387252 8.113564 2.621712 12.135537 8.286151 8.021736 9.395209 8.264766 9.052581 11.450878 7.097443 10.928797 7.220135 8.768406 9.106360 9.432960 7.925491 7.438054 11.220786 14.337372 9.3621656 10.2576098 NA 8.8208918 7.4709590 10.3036515 9.9761802 11.5714641 9.0559215 9.2626781 7.1231499 9.7522810 6.8095572 6.2770623 8.5782315 5.0277026 6.6103944 8.3951794 9.4229337 13.0177799 8.7663686 13.5937747 5.5139549 7.1530919 10.7228982 16.2145761 11.0931824 13.4013682 10.4657884 0.8847151 10.8183125 11.0887044 9.9416083 9.0450364 8.9467908 9.9719866 10.1263307 9.9577705 11.7247352 1.3872522 5.7427258 13.4374485 11.6086901 9.5432538 7.1499686 10.7077138 NA 11.3730871 NA 12.5411324 10.9359412 11.0315255 10.6228370 10.5653973 5.5092366 8.6507215 9.0023878 8.5583484 5.7049245 12.8903588 2.7592198 14.2158833 12.4081025 8.1530919 8.7953527 10.7053226 5.2655682 0.6217120 9.4364530 7.2422967 9.5589370 9.8459532 11.3539626 11.2243164 10.1085454 -0.7001692 10.6450489 8.1701469 8.8524515 11.1423290 9.1961147 2.5092398 9.9252628 7.3165902 7.7673880 9.7107636 5.8505294 11.2296879 11.4913813 NA 12.5973434 13.0433807 10.8597568 10.3912176 7.5249898 10.9568773 11.0212019 12.1098040 10.3267084 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 3 NA NA 3 4 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.878451e-06 9.710437e-07 -1.0005771935 10.6690497150 10.0084076118 8.5519477618 11.2056827526 10.2590220890 5.7878346663 NA 3.7653437888 6.2280971626 8.4607581241 9.9822724747 4.8066333941 8.3007748958 10.5576995682 12.0989553887 7.6822734070 10.7520776070 11.5759993516 5.3568304767 9.4658651158 7.8447691506 10.3754041872 10.4107897780 8.9061693684 8.8525884956 7.1841543110 8.5500256424 8.9461851853 13.3921999307 8.1438352131 7.9091718559 -1.0005771935 -1.0005771935 10.1375506565 9.2835245692 7.0707413712 8.8742602809 2.9061786904 8.1791880598 9.6485350091 9.6056839625 8.2590219712 1.8066540142 11.8502469747 8.9061693684 6.7608303697 10.7156696476 5.4911315684 10.3743182295 0.5842890859 9.4432583255 10.8830676191 4.3915958949 12.1322604602 10.7520776070 8.6413303457 NA 10.4496858925 10.8346147593 10.3155603435 8.1666968689 5.1490276246 1.8066540142 9.7432717540 8.2754033430 10.8525884176 NA 6.2376841673 9.2388773595 8.5110315213 10.7545837361 8.5842413487 6.4001587625 9.6056471128 10.7863651234 9.5149787047 10.6272685756 10.6204149519 16.2847442691 -0.0007215279 7.8971242307 9.7985604176 4.4255465836 7.1540970876 8.5842413487 7.9001458840 2.5842409728 10.9812028519 10.5940699168 10.4576854957 9.2172365335 4.1692034735 3.3916027683 9.7658077121 8.7641503946 8.1490260998 8.8494657789 10.2298998257 10.1853930833 6.1490255916 13.0215599378 6.6066095260 -0.0007215279 NA 10.5466553732 7.0436725914 8.5306603227 11.5698461169 NA NA 8.2566667865 7.6681638110 11.6208728776 8.0999410740 10.6149084770 8.2519443778 NA 9.6121473381 6.3656015611 10.9388580539 7.7904416865 9.9794184785 4.6717066443 10.0673852841 7.7641503946 7.8194580732 11.9945160138 9.8369067208 3.8066333941 6.9181417094 4.8321710186 9.2001774450 2.5842409728 -1.0005771935 9.1540968344 9.6139886844 10.2238834552 9.1038776189 8.0049035829 10.1025666742 10.5922029548 2.9061786904 10.2014026635 9.1804311019 10.7832101762 2.9061786904 9.6103036386 3.9061690677 1.3212354350 6.9765583956 13.9332921439 3.6431404355 4.3568339972 9.3413535849 9.2340962626 4.5842409728 6.2472059855 12.0966526034 10.5060823067 9.9329694222 10.3369007087 11.5282236714 10.8021990342 9.5011160552 9.0340778475 9.4012249161 11.4760250305 9.4235815323 5.1692034735 3.9061690677 -0.0007215279 NA 9.8956111789 9.0202588278 9.5139928222 8.0840871257 9.7444573089 4.8066333941 10.8673297120 8.6979836599 9.2531263117 12.6271546484 9.6988513593 8.1311356900 7.0814280461 10.9132901373 14.3224391749 10.7941008110 9.2778559959 3.5842409728 10.1071497134 9.3424645209 11.5950025393 9.5842413487 10.1136718525 9.4484275305 9.2672359077 4.1285656131 2.3212065670 7.6892767930 7.2800497063 7.8447691506 11.0247645097 8.2961949084 7.4015238100 3.8066333941 11.0747579560 8.4668844299 10.6327281648 9.2637215417 11.1009262834 10.3296355814 11.4062809655 9.6494331349 9.1051872426 0.9992784721 7.7936949886 6.4830950557 9.8910624792 8.2519443778 10.8712918464 9.2835245692 8.9403265189 9.9650630454 8.2613737876 1.5842409728 6.6359038180 4.4255465836 0.9992784721 5.2846806909 -0.0007215279 10.0827581985 5.9061690677 6.8001790193 10.7489262568 7.9912826053 0.9992784721 10.5968658377 10.3149945265 11.2953346833 11.3064796230 8.8290015244 8.5267558693 6.0308282236 10.9833412337 11.4102601102 10.7352578925 9.7075006335 11.1372305591 0.5842890859 8.3590282521 -1.0005771935 9.7314463220 8.1666968689 9.9829850211 9.4086698328 12.7040470790 12.1135092067 7.9270567306 10.4081392797 10.5710314949 NA 3.9992784721 6.6339440839 NA -1.0005771935 6.9534747825 7.5070731123 13.9093125053 10.1878862416 7.7508228661 8.9061693684 9.7993698645 11.5936034495 8.4318205814 9.1737550772 10.3257082965 7.0707413712 2.9061786904 9.9099215775 9.0840871257 6.8447685230 10.6923301598 11.0760944033 9.8619161397 10.9314935934 9.7814580757 8.5861184477 10.5828317318 7.4911315684 4.7310039799 10.3905223839 9.8327e-04 9.8327e-04 -3.6403e-02 5.2941e-05 4.8017e-01 -4.3182e-03 1.3199e+00 -2.4409e-03 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 -5.4448e-01 -5.3801e-01 -5.3801e-01 -3.5805e-02 5.2941e-05 1.5785e-03 -5.4165e-01 -5.4911e-01 -5.4669e-01 -2.4409e-03 -5.0086e-01 -5.0760e-01 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 9.624988 11.929092 7.425543 10.304771 9.160411 12.538801 6.321207 3.522847 8.279980 5.832168 12.996723 8.544552 13.514055 11.873857 7.557738 7.809850 10.109110 5.976558 10.449459 12.412378 8.619498 8.940356 11.078197 7.450490 7.138830 11.988141 12.814662 10.248985 10.124692 1.321235 8.881922 6.606610 9.875796 11.724858 11.101911 8.992217 9.932232 6.382984 10.259022 7.010506 7.813060 9.822646 7.602905 4.128566 8.787181 9.236489 12.604643 9.859590 12.334250 6.701660 10.260786 11.306195 17.590728 11.542552 13.792831 10.703615 3.522847 12.445716 8.161670 11.152197 8.767463 8.131136 9.172956 10.293900 10.962175 11.932783 4.247206 7.602905 14.399401 10.730598 9.854147 6.433908 10.806231 NA 10.708794 NA 12.524188 10.935081 10.804216 10.5576996 10.3754042 5.4587101 6.8001790 8.7969403 8.8494658 7.3212066 12.7518539 3.2472136 12.2270452 13.0959940 8.8925805 8.1446251 9.8978802 2.9992785 NA 9.4668844 7.3121614 9.6103036 9.4757719 11.7018844 12.1308143 10.4406669 0.9992785 9.9722587 8.4566596 8.9211197 10.9797755 8.7740659 3.8572644 9.8719537 9.9614519 7.8416291 9.5139928 3.9992785 11.0247645 10.8214513 NA 12.9148782 12.4876211 10.3138621 9.9650630 8.2730743 10.8623035 10.4966317 11.3884019 9.3917572 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 7 2 NA NA NA 1 6 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 8.47387578 11.11825089 NA 2.77420723 2.75375427 5.82904276 6.43825126 -0.05364343 1.94639400 8.02854760 11.36741142 4.70128844 8.60460994 10.22716935 4.40582903 5.96876585 6.82904150 10.62851535 12.04935846 6.42213206 6.90059515 -0.05364343 7.53885550 8.31272098 6.72775848 7.00168066 NA NA NA 7.59744998 11.13930781 2.75375427 4.80437887 -0.05364343 10.17881944 7.94639868 8.33871588 0.94643144 NA 7.25017902 7.51625395 -0.05364343 6.95762561 NA 8.34300356 NA 9.77612126 9.25928143 2.53136898 7.61173453 8.36846325 6.63289926 NA 10.89122778 8.53136118 10.82827726 7.21318492 2.94639400 NA 6.23180102 7.41400442 11.68786558 NA 5.67431940 10.22716935 2.53136898 8.94357795 4.99079153 2.75375427 8.67448925 7.49329267 7.24101928 9.31926364 7.50864098 14.58081261 NA 7.55372912 7.19432644 4.75375427 8.94075199 9.19432620 0.94643144 2.89873076 13.22223208 12.60461005 10.37894051 3.26832959 0.94643144 -0.05364343 8.99896664 4.70128844 10.04179561 8.30834222 10.43423863 10.59655281 5.23180102 13.86377066 0.94643144 NA NA 10.23756933 6.92367809 9.35154000 11.20908070 NA NA 4.64683660 4.64683660 9.70557105 11.01046768 10.78560237 10.06274248 NA NA NA 13.67431903 7.58302333 10.70545450 2.53136898 10.80282410 9.01786096 6.57575554 8.41807396 7.69459121 NA 5.99079380 NA 8.66407496 0.94643144 1.94639400 7.12630800 10.06274248 11.81251836 6.51625474 10.83514183 8.30395057 10.73593226 5.03386345 10.58120962 4.64683660 10.77056182 4.75375427 8.96320677 -0.05364343 3.64684236 1.94639400 13.74375613 -0.05364343 1.53136898 4.85328710 14.20503822 1.53136898 4.26832959 8.15096984 8.81367731 8.77612143 8.90929459 10.50959480 12.71953779 3.53135651 5.26832584 10.13745780 11.58120962 9.47387558 NA 1.53136898 NA NA 9.77453506 7.67431870 7.54631109 8.04443073 7.95835261 10.26154809 0.94643144 8.66407496 9.50290458 11.88266842 14.75877647 6.25017902 2.75375427 8.14607068 8.34300356 10.33118232 12.25701136 7.35528061 9.47582907 10.28624863 15.44686704 9.19195121 10.41196502 11.71871314 10.98257218 2.75375427 NA 2.26831461 8.52004581 7.23180102 10.21318516 12.33150602 11.37838189 1.53136898 9.60817663 8.04443073 9.63814210 -0.05364343 8.13127411 9.79188861 11.67686870 12.19551204 3.85328710 NA 8.30395057 3.40582903 10.36425112 6.46996084 10.97045084 11.23699348 6.90059515 8.14607068 4.53136274 4.59025469 7.48555724 5.61882302 NA 4.94639868 -0.05364343 12.16193157 3.64684236 10.43423863 6.63289926 9.06868290 NA 8.63289926 11.69919733 9.74891502 9.10374546 9.44425045 5.43825292 4.92642172 7.76017969 8.72775814 11.49184578 10.17881944 6.26832584 NA 10.17040031 NA 8.61528350 4.40582903 11.40326634 8.71788819 7.63988548 14.00422112 0.94643144 10.66920610 7.66064416 NA 2.26831461 2.94639400 NA NA 4.53136274 6.13622215 14.18860509 11.68660098 5.50098684 8.45419317 10.80360202 10.78481468 5.82904276 8.74406016 12.20761202 0.94643144 1.53136898 12.94780676 10.08338970 4.80437887 2.94639400 10.89330487 7.39760961 11.09551056 7.38102721 4.75375427 7.61173453 6.30395057 1.94639400 13.16858972 0.03312700 0.03312700 0.00815340 0.00000000 0.01922300 0.00319100 0.00569190 -0.00685890 -0.20610000 -0.20944000 -0.23235000 -0.23741000 -0.79328000 -0.80828000 0.00708260 -0.77626000 0.01950300 0.00815340 0.00815340 0.00815340 0.00815340 0.00000000 -0.82397000 -0.11228000 0.01134900 0.01134900 -0.00685890 0.00041593 0.02412700 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 7.075681 12.969287 1.531369 9.740814 5.753754 6.136222 1.531369 9.252460 9.869726 NA 9.407878 7.870974 4.194323 8.573969 9.467174 8.450224 9.395547 8.760180 10.430214 8.208493 8.795021 10.429166 13.191559 4.590255 8.604610 9.682800 11.868611 6.43825126 7.77294727 NA 6.51625474 7.03386125 9.95482721 15.15238269 7.77928862 6.19432546 7.85328897 5.37266311 8.20849336 3.75375427 5.19432743 9.49906774 8.26832678 10.82751253 9.41400421 7.22252252 11.03783395 7.53136118 12.41908943 5.28945088 14.54346180 6.81676352 13.16904257 7.08595040 13.74456658 7.25928190 NA 9.14852234 10.23872023 9.44225370 9.77612126 6.25017902 10.40480522 9.43021438 7.01248822 11.88891308 -0.05364343 6.79188829 15.34145100 14.38875897 6.01248822 1.53136898 9.20849336 NA 11.28234713 0.94643144 13.04804603 9.80069044 10.79502149 8.02854760 10.62851535 -0.05364343 3.64684236 10.09487511 6.67431940 7.63988548 11.92367850 4.94639868 11.71623644 8.09105661 6.97982186 6.19432546 12.89822967 NA NA 8.91794218 8.14115533 10.81290481 8.13622318 12.74689407 7.33010300 7.63988548 NA 11.12568571 8.24101928 10.46111259 8.91218278 7.29512698 NA 6.67431940 2.75375427 9.00439043 7.54631109 6.90059515 10.21318516 10.29844204 NA 12.25359939 14.25530638 12.64553721 8.14607068 7.50864098 11.41858169 7.92367868 10.59612181 7.49174890 TCGA-AK-3450 85 0 NA 1779 kidney stage i t1a n0 m0 19-3-2015 female 2006 NA NA NA kidney clear cell renal carcinoma no NA NA white not hispanic or latino 63.60.0 NA NA 3 1 NA NA 2 3 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.7949383 7.9740468 9.9128340 11.8502357 7.0730940 7.6962909 11.1168664 12.2281280 7.368803 9.428810 NA 5.673924 5.501742 10.162566 12.311635 9.718317 7.580813 7.786623 3.936958 9.423457 4.995851 9.203744 8.621121 4.709544 5.859791 8.246813 6.270858 12.409310 7.590400 13.808349 4.811101 9.992240 9.350585 15.906374 9.880449 14.217728 8.264884 NA 9.800111 8.418084 9.332134 8.859789 7.374362 9.353403 9.545520 9.617610 11.372975 4.052433 4.521918 14.801758 12.255500 8.246813 8.767737 9.894059 NA 11.056331 NA 12.933195 9.637559 9.847850 8.499200 9.628119 3.875554 5.024422 10.381972 6.744312 8.667145 11.757402 3.439464 14.646903 11.909698 7.891154 9.174199 11.127194 3.599925 NA 7.794938 5.234639 9.251352 9.405921 13.108238 11.111467 10.429478 2.351996 10.187256 9.486421 9.428810 10.478699 7.660334 2.351996 9.803206 5.351996 6.609383 7.929424 3.052433 10.705693 11.572071 NA 12.824051 13.342719 11.880449 7.526920 8.165776 11.230812 9.769847 12.012238 8.760431 TCGA-AK-3453 58 0 NA 1397 kidney 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12.450910253 9.859727029 8.971162425 5.035126798 10.993115795 6.916270019 9.474341329 4.303057393 10.080411438 3.005382021 -0.579490650 NA 12.865624427 0.742351209 5.863358680 6.668343252 10.682804055 2.812724110 7.890057511 5.148336246 11.518283092 9.608386054 10.630173461 10.902792411 11.145994793 6.409100671 7.549698431 9.428844200 11.199314019 10.006448390 4.846678844 1.420401554 0.005328121 NA 9.290009398 10.894628473 9.688957494 6.967310426 10.502870680 4.687200695 5.327306523 8.939068745 6.221314506 10.790558002 12.109758387 9.203413834 6.362929206 11.873300220 10.512181446 10.686030612 9.391240367 8.993153521 9.873686182 10.037882949 13.344392912 9.154278136 9.963930818 11.205868009 9.860246485 11.060208399 8.698865073 -0.579490650 7.510527622 8.193554929 10.768036904 13.460392246 10.080661127 0.420401554 11.322790636 8.359994600 10.471284516 0.420401554 9.428143648 10.308778257 11.068997822 11.402517864 6.459334889 NA 9.317504645 7.634734830 10.621926860 9.920261437 10.959036119 9.690710934 8.287694375 11.321848125 9.135519479 2.420428504 6.333305651 5.201774987 1.227741076 2.943977571 -1.579490650 11.144716230 1.742351209 8.771354768 7.518447800 5.715036722 NA 11.255676456 9.937100558 10.782633395 10.451427397 8.719623603 10.340362647 6.529200954 9.314475392 8.193554929 10.963689053 10.005378091 9.712737113 0.005328121 8.867498680 NA 10.845369142 7.817020090 9.037882949 9.690710934 9.444169887 10.808971010 1.879862572 11.346340810 9.738393437 -0.579490650 2.590338533 7.234196639 -1.579490650 NA 7.766929031 8.399125795 13.424416494 11.253746457 8.655233030 8.611474877 8.764711393 11.510858795 9.393395392 8.901589182 11.900827081 5.049770152 -1.579490650 10.565392397 10.735281928 6.904231183 2.507870736 11.510693416 9.545829018 11.382407768 9.285375399 5.855042867 8.787830423 7.666324855 4.975006461 10.815949695 -0.063550 -0.070539 1.188500 -0.049219 0.602320 1.184600 -0.049019 1.158000 0.365590 0.365590 0.365590 0.365590 -0.111820 -0.045659 -0.070539 -0.048065 1.188500 1.188500 1.188500 1.188500 1.188500 -0.046041 -0.041567 -0.049019 -0.045906 -0.054928 1.158000 1.195200 -0.054151 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 7.237399 11.935746 -1.579491 10.462417 8.170285 7.071468 6.855044 8.791103 6.939894 -1.579491 12.052502 6.764889 10.234597 4.113342 9.141711 8.491878 10.693920 5.278397 11.301530 6.724196 8.122588 9.034288 9.846187 6.565073 9.348934 11.132083 12.048975 8.267473 9.769144 5.005378 8.729892 8.098135 9.788376 11.272360 11.266494 5.677804 7.552273 6.728755 8.752452 5.620088 7.085752 9.781263 11.201775 9.219697 5.967309 8.952772 11.355396 8.638373 11.913771 4.651350 10.562523 6.795455 13.337135 10.360362 12.737475 10.640189 1.227741 9.451772 7.848776 10.982419 8.949846 9.203414 10.011470 9.373885 8.108666 11.611782 3.374608 5.518447 12.583237 11.802094 10.723911 6.120856 11.082861 -1.579491 10.364762 NA 12.099016 10.338146 11.917020 10.780439538 12.009481440 3.846683857 11.095711045 9.269820736 7.877796387 0.420401554 12.783715305 1.227741076 12.754758672 12.277813435 7.634734830 7.194214141 11.310679803 2.327313710 -1.579490650 9.142369272 11.469242935 9.900700798 9.436527290 10.437919944 9.064271758 9.807355727 0.005328121 11.703214410 10.145355717 10.524686663 10.426040050 10.048405269 2.120849564 9.350413706 4.005382021 8.613940815 9.688957494 7.940051612 10.768036904 11.207093593 -1.579490650 11.584065234 12.929448222 11.997490255 11.321848125 7.414768941 11.127990389 6.875743209 10.140142378 10.397004678 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 1 NA NA 2 3 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 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 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 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8.4576004 10.5134686 2.0099204 5.6537823 8.9262328 2.3725064 10.6053176 8.9125172 6.7417312 11.2209338 13.8820520 9.4283819 11.3666932 9.8732282 16.1629076 -1.7973629 8.6833621 10.3146855 5.0227495 7.6640511 7.8500305 6.5645154 2.1104301 11.5029245 10.8407815 11.9031200 9.2442311 3.9030093 2.5948829 9.6553280 8.0115359 7.7762192 9.1582219 9.6272632 10.2966495 7.1480159 13.8740024 -0.2124004 NA 5.2900336 10.2966495 7.9757110 9.0882683 10.6457745 2.5244900 NA 9.2095991 7.3799917 10.6046433 6.9304925 12.4417229 8.2966497 NA 4.0354656 NA 11.9519176 7.8785292 9.7456037 1.9029997 9.6130233 7.8995394 7.8890725 10.8736707 8.9748866 2.6620004 7.7968962 3.4504987 9.4343930 NA NA 8.0195557 9.2706784 10.4037770 8.3762491 10.4963309 9.4971926 10.1347867 0.5244649 10.0330871 8.5029245 9.5992302 3.4120227 9.5765246 5.2137983 NA 8.6517205 13.8369009 2.4505119 10.3478673 12.1148063 8.8024847 2.9574503 6.3215133 9.8647953 10.8947515 9.1769864 11.0177551 11.8397639 10.8734494 8.9296416 8.6486215 10.2466245 10.7177790 9.0762544 4.8464281 1.2025744 -1.7973629 NA 8.6954267 10.6545557 9.1784199 8.1538565 9.2732296 13.2979277 9.3337857 8.9236713 6.2193796 12.4052314 10.2025719 9.3350716 4.7417312 11.2832229 12.6748185 11.3532712 9.0136736 3.9318532 10.0775533 10.2713502 11.6460335 8.3395632 11.0648218 9.3979441 8.9921056 10.3140337 3.2900410 4.0605490 5.8246228 7.9253794 11.6047846 11.2901209 8.7178676 3.4120227 11.7373611 9.1303500 11.3469115 7.3948648 9.8103645 9.9872067 12.0330871 9.9112248 6.3624436 -0.2124004 8.5862761 7.1004174 9.4457459 8.8572078 10.5584295 8.8820521 7.3497766 9.8342037 8.6783054 1.2025744 7.1741157 4.0099294 2.7103711 4.3523207 0.5244649 11.1333093 7.1333097 6.2081973 9.6372001 6.2842957 -0.7973629 10.6332858 10.0882683 11.6073144 11.3260467 9.2242460 9.0361896 6.2763924 10.5040682 12.1254350 10.5838444 10.1794940 10.8774262 -1.7973629 7.5290018 -0.7973629 9.7465704 9.5997117 9.2414908 9.6230586 13.5215383 14.6685209 3.5601280 10.9939383 9.4676009 2.5244900 4.8297430 8.4636560 1.3725064 0.2025118 7.5579231 7.3266928 15.1289837 11.1616809 8.7407610 9.7153124 9.5351680 11.6224005 8.2455993 8.6309322 11.3497768 2.7261337 4.0852122 9.5672538 9.9495060 7.1392096 4.1798534 11.1862781 9.4722831 11.4503511 9.7258741 9.0605530 10.3166396 7.1064541 5.0857051 9.7729021 0.54771000 0.00305220 0.01209700 0.01056400 0.59219000 0.00833510 0.54894000 -0.01601700 -0.02890100 -0.02890100 -0.00774820 -0.03710000 -0.00229690 0.01167900 0.00305220 0.00346870 -0.58078000 -0.58078000 -0.58078000 -0.58078000 -0.58078000 0.01056400 -0.59635000 -0.00055444 -0.00075307 -0.00075307 -0.07157300 0.00513590 -0.12226000 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 11.146186 11.572306 12.647134 10.676785 9.307826 12.071009 4.352321 1.787516 7.564515 3.628832 12.376327 8.993743 6.916817 9.701162 8.462633 9.133309 12.058122 7.551300 10.475202 9.176269 8.433793 8.856044 9.684558 9.067532 8.168356 10.749466 14.216767 10.4089758 10.9374932 NA 8.8382900 7.6722139 10.3192408 10.5468678 11.3195656 9.0433500 9.6904120 7.8241479 9.7931590 7.3548568 6.3973289 8.7231906 5.0605533 4.0099294 8.5154550 9.5165886 15.3668504 9.5819504 12.5398454 6.8083104 9.4564193 11.6870172 16.5232403 11.3735923 14.0268346 10.6029177 0.7875160 11.5617724 11.1992219 10.8455261 9.3886862 9.3350716 9.3312108 10.1483815 10.1288679 11.9678570 3.1094609 6.0543210 14.0053296 11.9168174 8.8291934 5.7591558 9.1318302 -0.7973629 11.4068374 1.0099204 13.1254815 11.7195904 10.9849559 10.6737391 9.9309177 6.0729376 7.4095861 9.3960972 9.1705187 5.2578555 12.8421823 0.5244649 13.4912578 11.9905765 8.4868177 7.8066617 10.2113507 2.5948829 -0.2124004 8.7504303 7.9674436 9.6267383 9.0743617 11.3070069 11.0675318 10.9779764 -0.7973629 9.6387630 8.9270858 8.7172861 10.4678940 10.0539306 1.7875160 9.6717049 5.7875343 7.1273846 9.1784199 3.6288319 11.6047846 10.9647463 -1.7973629 13.1344175 12.6704321 10.6343307 9.8342037 8.0667582 10.0775533 11.2908633 11.5652514 10.9440726 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 5 1 NA NA NA 2 3 2 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 0 0 0 0 0 0 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4.3848373 9.5241587 10.4618879 10.0312536 10.5877749 8.6293836 8.1289960 7.0038563 8.3666877 8.8845036 12.6566091 7.6933315 6.5150343 NA NA 9.9097901 9.9028104 5.1967644 7.0728904 2.8929738 8.8310912 9.2494337 10.0846579 4.3848373 -1.1068708 10.1667773 9.0666589 7.4779444 9.9577246 11.7410178 10.2461286 9.0054213 8.5547600 10.5150335 2.2149019 8.6226024 10.0654093 7.8673961 NA 10.1597098 9.8464507 8.6759800 7.8731211 4.6209031 0.8929738 8.8058712 7.8354965 10.9031602 1.7003509 5.6743420 9.4185026 1.4779363 10.9407873 7.9883785 4.1783800 10.5991194 9.9631027 8.9469077 11.5480652 8.9671233 15.8036011 NA 8.3747813 11.1376429 4.9804458 7.8442664 8.6055088 4.3848373 1.7003509 11.4762996 11.3973042 10.0993857 9.1373455 0.4779881 5.4628376 9.4116349 7.8901615 8.7290320 8.8073668 9.7618043 10.9900262 6.7384720 13.3995373 3.1409095 -0.1070262 5.5934225 10.2718184 8.1121502 9.0490649 10.4379462 3.7003398 0.8929738 8.6344488 7.7847657 11.5007675 6.0828069 10.5737808 9.2024581 NA 0.4779881 0.8929738 12.3506191 8.1048702 9.5565398 7.0629064 9.8066192 8.1621083 7.7227044 10.5816692 8.9346409 1.4779363 7.5968852 3.2852986 8.4418038 NA NA 8.3171480 9.4863729 10.3276100 8.3646569 10.6776166 9.1085148 9.9724665 0.4779881 10.1242029 8.7633465 10.0993857 4.5934195 9.5177772 3.9804458 NA 7.4891712 14.0454251 0.8929738 9.8695459 13.9641508 9.6183481 3.6478671 6.6344481 9.5977500 10.2160365 9.5768537 10.1109395 10.9643469 10.9979081 8.6808845 7.8177940 9.8823762 10.6445258 9.3494593 3.6478671 7.7099654 -0.1070262 NA 9.1667774 10.7175428 8.8043737 8.3066095 7.6753573 11.0154862 5.1597664 9.5485125 9.0963299 11.7153534 11.1699785 8.1921897 4.7998748 10.9499581 12.0362055 10.9250275 9.6556130 2.6638000 10.0382770 9.2328317 11.8418964 9.2874444 11.3068741 9.6512049 9.0001989 11.2092633 5.9264051 8.9455498 6.8816658 6.8816658 10.5237039 11.3825287 9.3629084 1.7003509 11.3408398 8.3727619 10.5109083 7.0478001 9.6710589 9.5680566 11.9397647 10.3431619 5.0015050 -1.1068708 7.5076916 5.7998722 9.8340293 9.6914536 11.0189892 9.5715818 7.2981231 9.5323224 7.0778572 -1.1068708 5.5368393 0.8929738 1.4779363 4.8702611 -1.1068708 11.0512758 5.1409095 7.2283723 9.0553730 6.0119227 NA 10.3843338 10.4091742 10.9661192 10.7817250 10.5825430 8.4494879 6.7316815 10.1133601 10.1091213 10.8406187 10.6804763 11.1556639 0.4779881 8.9563767 -1.1068708 9.5960201 9.1841523 9.6226024 9.4694660 11.6493296 14.1983310 -1.1068708 10.1789618 9.6327624 -1.1068708 2.7003287 8.6776168 0.8929738 2.2149019 5.9590700 7.4398766 15.1056113 11.7847673 7.3192467 9.3118884 9.7486289 10.6747512 8.2058646 9.0766171 11.4216800 2.0629161 2.4779363 10.5899493 9.8544315 6.5654068 2.4779363 10.9801131 8.8442664 10.6072273 9.8092493 6.0629074 9.4798215 7.0877386 4.8529826 10.7521282 0.52630000 0.54171000 0.00083195 -0.00395930 0.00000000 0.00583090 -0.00581400 -0.00069303 -0.02274400 -0.02274400 -0.02274400 -0.02274400 0.01992300 0.00191390 0.51685000 -0.00097017 -0.61084000 -0.55977000 -0.55977000 -0.01422800 -0.00421250 -0.00395930 0.00515560 -0.00581400 0.00541390 0.00541390 0.00110930 -0.00166290 -0.56276000 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 9.106086 12.260670 12.852169 10.349849 8.042729 10.501237 4.477943 4.102431 6.477944 4.700334 11.496376 8.460900 8.082806 9.346767 8.498054 8.194478 10.460938 5.700337 10.077237 6.719530 8.109728 9.284096 10.348561 8.272360 8.035089 11.045267 13.088892 9.1515478 10.6187740 1.4779363 8.4321406 6.3687160 10.9188134 11.0944931 11.0446326 8.0222646 8.7447309 7.3234340 8.9028104 6.8529839 7.2372779 8.8859202 7.1783840 7.2680207 8.6157893 8.8148228 13.1499275 10.6230272 13.2958606 6.9909617 8.4224121 10.2766860 15.5809861 10.3982971 13.8322396 9.6200513 NA 11.1544890 10.2024581 11.0787863 9.5323224 8.1921897 9.7976163 10.4933593 11.8931579 11.9892027 5.2852986 5.3359262 14.0613855 12.3852105 10.0093258 5.9804435 9.2328317 2.5934255 11.3377378 0.8929738 13.0315736 11.1692865 10.7660413 10.088969 10.031254 5.285299 6.522338 9.015810 9.235056 5.937375 12.248325 3.285299 14.352670 11.657231 8.390834 9.684487 11.298921 4.214910 -1.106871 8.919505 6.408681 9.248333 9.736118 12.109273 12.301577 10.116983 1.700351 9.326567 9.440840 9.220534 10.516863 9.415563 3.937373 9.891572 5.416543 7.852984 8.804374 4.319249 10.523704 11.395565 NA 12.690846 13.055766 11.214910 9.532322 7.228372 11.435530 10.587340 12.595022 9.911738 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 3 3 2 NA 4 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.80527762 2.56846996 9.44600597 9.00170374 5.21232420 10.08871816 10.68827191 9.58712999 11.22608237 6.69774880 15.35973084 1.30544528 8.99053089 10.66034226 4.07096457 7.48732958 7.03335252 4.91423921 1.30544528 11.25729926 10.85925305 10.08679146 9.69431017 3.79085543 8.35854308 9.35528039 9.46631164 8.54955790 9.73337315 9.77791954 9.84536601 6.81639363 13.79988738 -0.01654119 2.15341624 7.14841048 10.44139747 7.99193220 9.46933290 10.95935163 1.30544528 -1.01654119 5.73839225 9.12305493 9.99260445 9.40556846 11.68264229 8.09984747 NA 8.87680515 -0.01654119 12.66792358 7.56470435 9.87832149 7.71482248 11.19721546 8.23143097 7.93187094 10.63813974 8.75993677 NA 8.08416581 2.30544528 9.00448370 -1.01654119 -0.01654119 8.53809268 10.43162003 10.34927935 8.67350166 10.91866873 9.65592904 10.30824675 0.98353178 9.98491185 7.44702783 10.09333437 4.11278352 10.97785710 2.30544528 0.56842131 3.68394343 13.51853600 -0.01654119 10.09854733 13.10017254 9.62012835 4.11278352 6.22190801 6.61285965 11.52047936 10.85810085 11.41839248 11.95855808 10.36558724 6.98912879 9.82899375 9.41500122 10.32724465 9.57980524 5.52266156 5.52266156 -1.01654119 NA 8.79246789 10.26543373 10.29752034 7.26890593 10.01641720 7.12305467 4.59821631 8.86767411 3.44293023 11.95414886 10.27524991 9.34873258 3.84148006 12.07543486 11.57245249 10.18685174 8.71848424 6.14760587 9.66298376 9.67087945 12.13721403 9.25146087 10.92675105 12.47397854 8.96792222 10.76609247 3.73838955 6.25962841 9.12561081 7.89339680 11.86920004 5.06841716 8.76561729 0.56842131 11.01348103 8.84923682 11.27697534 7.40976853 9.99053089 10.60326516 11.66100311 10.75168799 5.42644592 -0.01654119 8.16341269 6.68394343 10.33995564 10.10114683 10.60802957 9.06298837 8.36504683 10.63679661 8.42229566 3.62736170 3.98350441 1.98349529 1.56846996 2.30544528 NA 11.37877002 1.98349529 4.44293686 8.68737253 5.37582140 NA 11.43316822 10.32391021 11.12879899 10.71439837 9.60463977 9.85386843 6.21434049 10.41604559 8.93624482 10.80448036 10.35201009 11.56799647 5.67000468 8.26659214 -1.01654119 9.98842637 9.03742945 9.10633157 9.34105575 13.84817155 12.49290758 -0.01654119 10.70673800 9.22905648 -0.01654119 3.44293023 7.82585430 1.79085543 1.79085543 7.73504756 7.86614700 14.48571393 9.52169269 8.78924769 9.42644718 9.45822368 11.43934461 9.03335224 8.89829241 11.38331565 2.68394343 2.56846996 10.20146135 10.07560015 7.43471495 3.68394343 11.54979559 10.38811310 10.25263031 9.62555543 4.44293686 9.92528486 7.45517924 4.67476005 9.87072427 1.0842e-02 1.0842e-02 -6.0904e-03 -1.6567e-02 -7.0576e-03 0.0000e+00 -4.2584e-03 1.6642e-03 -3.2364e-02 -3.2364e-02 -9.6806e-03 -4.4705e-02 1.0842e-02 1.0842e-02 1.0842e-02 2.9133e-03 -6.0904e-03 -6.0904e-03 -6.0904e-03 -6.0904e-03 -6.0904e-03 -1.6567e-02 -5.6757e-03 -2.7724e-04 -8.7844e-02 -8.7844e-02 1.6642e-03 7.3233e-05 6.1090e-03 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.492 0.000 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 -0.147 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.492 0.000 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 -0.147 0.000 0.000 6.758291 11.786222 6.590834 10.191738 7.838372 9.797285 6.872246 2.790855 8.743392 2.568470 11.607385 8.054725 8.638140 5.843474 8.356630 8.455179 12.274387 3.627362 11.654160 8.745055 8.782785 9.507624 9.802845 6.972188 8.440885 10.685676 13.035392 9.540967 10.356913 6.434715 8.950730 8.175797 10.246186 10.673065 11.508045 4.538091 8.395015 7.107314 10.199037 5.926018 8.738391 9.698608 3.568470 5.670005 5.598213 9.951450 12.614908 9.217123 13.228611 4.473754 6.163412 10.767320 13.931232 11.834081 13.381446 10.726234 NA 9.873008 11.221908 10.550033 9.494268 9.348733 9.233802 9.843815 10.055636 12.036581 3.738390 4.866146 13.278368 12.000312 9.227867 7.380365 10.449580 NA 11.513666 NA 12.558570 10.972174 11.312179 10.9344241 10.6830761 4.5684639 8.5740909 9.5684662 8.4873296 5.2689059 12.7850999 2.5684700 13.6292184 13.9390628 8.1102082 7.8341904 10.9611414 6.4097677 NA 9.5571508 4.9377022 9.7705901 9.7632230 11.5834165 11.3782343 7.4264468 -1.0165412 10.7408937 9.0072580 9.3166590 11.4429353 9.6735017 0.9835318 9.7738521 2.8903883 9.7908585 10.2975203 0.9835318 11.8692000 11.1531155 NA 12.4869568 12.9086872 10.8052777 10.6367966 7.5982133 11.3525557 9.2572992 12.5299955 9.7646585 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 1 1 NA NA 2 1 3 2 3 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 5 0 0 0 0 0 0 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8.7109665 NA 2.6034068 5.0787806 7.6850543 8.7246970 3.4413507 8.4058528 9.1510097 11.8683150 10.4851382 10.8615455 11.0321463 4.2714257 8.0819978 8.3981310 9.9657843 10.8526270 7.6245732 7.5706345 6.4211728 8.2770512 8.9959404 12.7629037 7.1662444 6.8412825 NA NA 9.1798190 10.4444789 5.8563882 6.8563894 2.7308573 9.2854468 9.2854468 10.3753699 3.7949876 NA 9.8412821 8.8105851 10.5729226 8.6723058 1.2714257 9.8563890 NA 10.0103631 10.2972580 2.0787806 10.3076000 9.5252739 8.1200491 NA 10.2856073 9.5466080 9.0010473 8.2051168 5.3588885 0.2714257 7.8336687 7.6594437 11.1204405 1.2714257 7.0061364 8.3615390 1.2714257 10.9933800 8.1813193 5.4007087 9.2728346 8.5074407 8.7205750 10.4525787 9.6818777 15.9160291 0.8563882 8.9170847 11.8955364 5.3375149 8.7652818 9.7185096 6.1783163 1.9938917 11.0086737 11.5258646 10.0527861 9.1153475 3.3588885 -0.7285743 9.3720887 7.6421138 8.9614242 8.7871262 10.0379553 11.1259052 6.3158198 13.0223427 3.4413507 0.8563882 5.0787806 9.7949883 7.2657801 8.0128932 10.8159079 2.5933538 NA 7.7910626 7.6333702 10.9814407 8.0429157 9.9544210 10.0715173 0.2714257 3.4413507 NA 12.0957885 8.4160848 10.5539358 1.5933538 8.4237114 8.9367622 7.7185096 8.9314222 8.5122178 3.3588885 8.1722930 4.2714257 8.6223656 2.5933538 NA 7.8713391 8.3720889 10.7752522 8.1783168 9.9899593 8.7081379 10.1106302 4.1294067 10.9134781 8.7102182 10.1294385 3.3588885 8.8620133 4.9438510 -0.7285743 8.3903676 14.5289984 3.7949876 7.0787817 12.7210909 10.3910160 2.7308573 5.9856712 10.3522440 9.7871262 9.3615388 10.1027336 11.3011312 11.3375156 8.1962387 7.5706345 8.2798552 10.9487056 9.5428895 5.1783163 2.8563882 -0.7285743 1.2714257 8.2572686 9.7420852 7.8488551 9.1932674 9.0916054 9.1262948 6.0787806 10.0609600 7.3851687 12.5766332 10.6632070 7.8183208 4.9438510 11.1145623 12.2538853 10.4698714 10.7408036 3.4541232 10.4741624 9.2458410 12.8925625 8.4759976 10.9579269 9.9535432 7.9614242 8.5637481 -0.7285743 6.3482413 6.1902889 7.8260152 11.3545733 9.0824157 10.7646914 3.3588885 11.1086601 8.7532258 9.7662819 8.6377486 9.4857456 9.5545148 12.4048897 10.9256149 6.5193532 0.8563882 7.8563888 4.3588885 10.7471599 10.0682771 10.9134329 10.0876100 8.1169162 9.1873058 7.7632794 1.2714257 5.1540687 2.4413507 6.8713398 4.9152819 1.8563882 10.2400932 6.3482413 6.1417904 9.5317815 7.5250846 NA 9.1043165 10.5187605 10.1977224 10.5399684 7.6976911 6.9925260 6.1322643 10.3949012 8.7851539 11.0581045 10.7552422 9.9718661 -0.7285743 9.5602925 NA 9.0044418 11.1394772 9.8888939 9.1090544 12.1711609 13.1367730 -0.7285743 11.1854377 9.4808798 0.8563882 2.8563882 8.6572888 -0.7285743 4.7632788 5.6289777 7.4160848 14.3999041 11.1969809 6.2714257 9.6475518 10.8322369 9.7257257 8.0723261 9.1571228 11.3495772 3.3588885 3.7949876 10.9609877 8.9925257 6.3799501 4.3588885 10.4978386 8.7910626 10.8540388 10.0296496 8.0560611 10.3442289 7.6157223 4.6976904 11.8098579 0.0126100 0.0126100 0.0298420 -0.2764700 0.6437000 0.0066199 -0.2932300 -0.3029000 -0.0884870 -0.0884870 -0.0884870 -0.0853680 -0.0149610 -0.0149610 0.0126100 0.0156810 -0.6216300 -0.6216300 -0.6216300 -0.6216300 0.0298420 -0.2764700 -0.2893200 -0.2880600 0.0110760 0.0110760 -0.3029000 0.0263270 -0.2922800 -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 8.304850 12.254776 10.490595 10.221982 7.706055 11.050735 2.271426 1.593354 8.245841 4.519353 11.771770 9.893625 7.783179 5.527305 8.679544 9.260111 10.483315 5.556828 10.695068 9.376025 8.724697 9.919379 11.835209 8.110630 8.026314 11.054834 13.050633 8.2110054 9.9848129 -0.7285743 7.6333702 6.3048487 10.6168317 11.0133146 9.9588021 7.7989033 8.1356123 5.5382122 9.0495036 7.7102182 8.8934781 8.0196191 5.5568279 5.6637431 7.8563888 9.1707833 12.7057940 10.3165034 12.2661334 6.8151540 11.5571176 9.1479434 14.6751042 10.7323942 15.3370529 9.5763481 1.2714257 10.3287412 8.2343226 10.1895443 9.2572683 7.8183208 9.9035128 9.8134909 10.5151954 11.8204891 5.8105845 5.4808790 15.3890912 11.7542343 8.4007095 5.1043157 10.2307039 1.2714257 11.7935175 NA 12.5288143 10.0518104 10.0379553 9.1510097 9.9657843 4.9718654 6.5568279 9.6850543 8.9134780 8.3185505 12.1259013 3.7308573 14.0701513 11.6650850 8.5568287 9.1308369 10.6328219 5.5193532 -0.7285743 7.9080509 6.3903667 9.0755575 9.7336321 12.4355477 10.1858116 10.4717120 2.0787806 10.3838659 8.2937944 9.4624857 10.8930205 8.7930268 3.2714257 9.3103453 8.2168700 8.4513356 7.8488551 3.8563882 11.3545733 11.3789704 0.4667576 13.0153141 12.8221732 11.1658652 9.1873058 8.2110054 10.8829123 9.6723058 12.6189744 10.1124953 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 1 1 NA NA 2 1 2 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 4 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 4 0 0 0 0 0 0 7 0 0 0 0 0 0 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8.1703432 5.7563321 1.6188494 9.3508252 7.9335237 10.4517174 -0.7029847 7.2335372 8.0248200 2.4668359 10.5370943 11.6086476 5.5823001 12.5493844 11.6662240 9.5424519 10.8620014 10.7872488 15.5788836 1.6188494 8.6999114 10.9294402 4.9693255 7.6632215 8.5233114 6.2037904 1.6188494 11.2784666 10.9065398 10.8514881 9.3710408 3.6188260 1.8818604 9.4093387 8.0782592 8.0815340 9.0534557 9.6300547 10.5706949 6.9116089 12.9394023 1.8818604 0.2968979 4.7887536 10.2423431 7.7685747 8.9060779 10.8224201 2.4668359 NA 9.8056844 6.9262557 9.7933338 7.7273521 10.7367302 8.6233288 0.2968979 3.6188260 -0.7029847 11.6060914 8.1734163 10.1082741 6.3303218 9.1266221 7.2912527 7.5305187 10.4848699 8.5353042 3.2968979 7.9622349 4.1548829 9.1564340 -0.7029847 NA 8.4441042 9.3234228 10.9056162 7.9152849 10.2597953 9.3412933 10.3955894 2.8818604 10.0757977 8.8724385 9.7889928 3.2968979 9.6967113 4.9973376 NA 8.6675867 14.1665895 2.8818604 5.5063512 12.2806055 8.0248200 2.9973466 6.2741796 10.7460479 10.5436399 9.5412631 10.7700977 11.4395201 10.8130917 9.0601117 8.4867240 9.9079242 10.8428290 8.6911049 5.7398427 0.2968979 NA NA 8.9407555 10.3777168 9.4830136 8.1517675 9.9857527 8.0650838 6.5730230 9.4402824 9.5495646 12.0681824 10.4592906 8.5136451 6.1297899 11.2467260 12.3641656 11.0290667 9.0265201 3.6747205 10.1122826 9.5483817 11.6384181 8.9060779 10.6843782 9.5460128 9.2713138 8.7084104 NA 7.4916559 6.3949308 8.7147517 11.6336848 11.6398407 8.5549000 3.2968979 11.4796040 8.9551108 11.0994157 9.0567875 10.0434137 10.0961809 12.2862938 9.8543630 6.2157621 -0.7029847 9.1106806 6.3949308 9.8175181 8.8399313 10.6656513 9.1154815 7.1610855 10.0576192 7.8476462 0.8818995 8.2335372 3.2037963 1.2968979 4.3412955 -0.7029847 10.6615812 6.6892167 6.0650833 9.5840115 6.4073035 -0.7029847 10.4749417 10.4580312 10.7962469 11.2947844 8.1886828 8.5551121 6.0477739 10.6951086 10.8944864 10.7121129 10.2202268 11.0286426 NA 7.8165357 NA 9.6029610 9.6784422 9.0467688 9.4755642 12.3123144 14.9490160 1.6188494 11.5353041 9.5051337 NA 3.6188260 8.2037899 0.8818995 NA 6.9116089 7.2684428 14.8623584 10.0799221 7.4817744 9.6588431 10.1556574 11.6202356 8.5209011 8.9253996 10.9666702 1.6188494 NA 9.7105272 9.6120489 7.1106806 5.9551105 10.9873339 9.5995382 10.6843782 9.8255879 7.5915201 10.3797137 7.7726326 4.9693255 10.2135252 -0.0016450 -0.0016450 -0.5730800 -0.0015243 0.5745100 0.0192650 -0.0048461 0.0073609 -0.0074720 -0.0074720 -0.0074720 -0.0274230 0.0000000 0.0000000 -0.0016450 -0.0076730 -0.6120600 -0.5730800 -0.5730800 -0.5730800 -0.5730800 -0.0015243 0.0063871 -0.0048461 -0.0149100 -0.0149100 0.0073609 0.0065262 -0.0135400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 9.897741 11.325151 12.228560 10.602961 9.800725 11.373715 3.820465 2.881860 7.697779 3.296898 12.562807 8.835399 6.739843 8.087508 8.466298 9.217252 11.058035 6.990387 10.914367 9.109077 8.885614 9.145444 10.098608 7.907924 7.024819 10.815061 14.405710 9.9675555 10.2870032 NA 8.2655663 7.0179987 10.5112185 10.7419141 11.0273694 9.4287563 8.8686519 7.3081269 9.1517678 6.4054240 8.7168596 8.9886429 8.5683624 5.7887536 8.8086518 9.8096397 13.1933263 9.9990720 11.9033045 6.1457732 11.7473373 10.5642713 15.0404189 11.2507320 14.0699870 10.4099903 NA 10.9890789 9.7481105 9.9362400 8.8724385 8.5136451 9.4491841 9.7573552 10.1833580 11.5677786 4.2968979 5.8968119 14.4300379 10.9046920 9.2698792 5.3192675 9.2202267 1.2968979 11.3296338 -0.7029847 12.6637679 11.1333008 10.9732972 10.6692203 10.0349915 5.8204624 6.7062902 8.7522264 9.0700385 5.9973398 12.9964620 2.7563402 14.3767590 11.9640108 8.5799875 9.3398035 9.9798939 4.6892153 0.8818995 8.9763794 8.4364505 8.9023787 9.9086435 11.4031351 10.9028418 10.7619555 0.2968979 9.2954898 8.0848020 9.0798975 11.3511645 9.8724385 5.2741796 9.4705765 9.9613465 9.1313703 9.4830136 4.9973376 11.6336848 11.3833673 NA 12.8584259 12.2165076 10.5008590 10.0576192 7.8856140 10.1741834 10.4190802 11.8325149 10.4213890 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 1 1 NA 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 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 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4.23995552 9.60919315 8.51488997 10.31814429 10.64455501 8.31869148 7.52441242 7.02064665 9.53951944 8.91455884 11.23597131 7.49724031 6.75545645 NA -1.04543143 10.55167847 10.31155908 4.62698224 7.65846072 4.34687181 8.69602408 9.73591678 11.12917069 6.23995934 3.47811758 10.59072851 9.89045870 8.38709884 10.26687273 6.94891033 11.04698386 NA 8.20958544 11.37135455 -0.04543143 10.22426811 9.80239746 7.98246316 2.53953107 10.41924065 10.25411993 8.24979801 8.27196952 6.47811920 2.12449357 9.61900430 8.56558194 10.35330068 NA 6.64804402 8.77473600 -0.04543143 10.50241554 9.56650391 6.42216234 11.38980275 12.36818496 9.88159427 11.37924823 10.67992331 15.81364284 -1.04543143 8.64630057 10.90036661 5.50914475 7.80942538 7.84634099 7.26744029 3.04963077 11.26175786 10.96368580 10.40060645 9.23532785 3.27648178 3.90875528 9.70526398 8.45639426 7.84634099 8.79847796 9.90000093 10.27535760 6.86144800 13.10533564 2.27649667 -1.04543143 4.50914475 10.55818334 7.79376066 8.99484670 10.60426225 3.12447703 NA 9.69349375 6.61276826 10.91076983 8.18577836 10.95983071 8.28547389 NA 4.44640843 -0.04543143 11.54373999 8.53387283 9.77951582 1.53953107 9.86069608 8.78110558 7.71610814 10.99381883 8.86894229 3.99895367 7.17372510 4.12448530 9.22485232 1.95456857 NA 8.34901976 10.02869843 10.12760955 7.94891033 10.30051661 9.57569315 10.45738888 2.95454996 9.77393783 8.82646237 9.78744699 4.08301759 10.22951751 3.53951866 NA 7.70610088 13.71278025 4.73591746 6.74245900 11.80141854 8.47222658 3.90875528 6.20248433 10.84215844 11.16401037 9.78902804 11.48618219 12.06433546 10.70735577 9.72108586 6.96018153 10.72975575 10.56788612 8.62964950 6.46235176 2.41400019 NA -0.04543143 9.55260954 9.89045870 9.86519970 8.17130292 9.70853421 10.19355875 6.38918475 8.95877744 6.73591610 12.72635597 9.42724788 9.38291729 5.59841285 11.56627347 11.80043908 11.00270329 8.83505875 4.52441478 9.89045870 9.87043639 11.29885291 8.80474379 10.55121270 9.31650080 9.58300264 9.41808135 2.65498538 8.25833801 7.11946408 8.08641385 11.96070775 11.17990909 8.85979349 4.31210605 11.40370566 9.52156236 11.44716135 7.60919278 10.30107075 10.09410844 12.00508593 9.77633104 6.95455694 3.70944504 8.87342012 7.41808113 9.63491648 8.97553705 10.80380186 9.23532785 7.64105753 10.50914584 9.49274589 2.53953107 7.22134351 3.81253930 2.95454996 4.56926626 2.27649667 10.64891496 7.59118197 6.71610883 9.96767730 7.43748577 NA 10.90109783 10.30494379 11.29579786 11.49226080 7.57660905 8.87614517 5.63530457 10.78665590 11.70128129 10.82569223 10.29829792 11.28463356 0.53953107 7.61276826 NA 10.07090100 10.54841495 9.06438764 10.09346880 13.72351668 15.30981761 4.04202265 11.68841975 9.64193270 -1.04543143 4.16401389 7.80317988 NA 0.53953107 7.92034154 7.16887566 14.96018158 9.68341294 8.66364100 9.69180440 10.17674812 12.16263893 8.21665178 8.69902095 11.37135455 -1.04543143 3.34687181 9.50626533 9.71942870 7.60919278 5.16400986 11.38396376 9.66105301 10.63007305 9.93612437 8.14931374 10.93326752 7.13446637 5.49371457 9.84785852 0.00319100 0.00319100 0.01486300 0.00958830 0.28961000 -0.00249380 -0.00470790 -0.38168000 -0.04712400 -0.04712400 -0.04712400 -0.04712400 0.00319100 0.00319100 0.00319100 0.00000000 -0.52839000 -0.52839000 -0.52839000 -0.52839000 -0.52839000 0.00958830 -0.53236000 -0.00470790 -0.00388800 -0.00388800 -0.39398000 0.00069327 0.00194180 -0.382 -0.382 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.290 0.290 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.382 -0.382 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.290 0.290 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.850511 11.264602 10.482034 10.601566 9.933982 11.847669 3.276482 3.042014 7.919995 4.761913 12.776929 8.745329 7.124482 8.261895 8.371524 9.633157 11.143764 7.042019 11.032708 10.185178 8.766734 8.878078 9.599909 7.312109 7.489833 10.604262 13.795974 10.539989 10.352232 NA 8.318691 8.057845 10.578439 10.923224 11.430290 9.779516 9.645428 8.121975 9.587552 7.015253 6.879370 9.143146 8.565582 7.346874 9.020646 9.810983 13.627977 10.560499 12.343785 7.190906 10.646737 12.269990 15.012041 11.815838 13.513396 10.874910 2.761902 11.229518 10.881224 10.323609 9.085128 9.382917 9.242270 10.096026 10.694338 11.686722 3.761913 6.221344 13.874911 10.989356 9.250326 6.009840 9.385010 1.954569 11.412194 NA 12.493352 11.370716 10.814480 10.985569 10.318144 5.837199 7.644555 8.768338 9.309908 6.346874 13.232603 1.761923 13.792825 12.238080 8.905842 8.340592 10.024678 5.164010 -1.045431 9.378723 8.468285 9.459376 9.497589 11.675870 11.280425 11.482278 1.761923 9.440386 8.164010 8.990731 10.803180 9.902194 5.413990 9.722741 10.044670 6.569266 9.865200 7.800047 11.960708 11.312109 NA 12.723258 11.912385 9.971365 10.509146 7.761912 10.161571 11.382917 11.595152 11.374841 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 7 2 NA NA NA 1 2 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.7081465 -1.2314134 11.3990441 10.3508413 8.6149200 8.8600031 10.3455242 1.5759416 9.2803203 8.4321255 9.9359858 1.7685866 4.1608879 9.4845295 3.0164963 9.9713036 7.7881584 4.3535280 10.6085193 11.5955133 10.0051797 10.7544095 8.5284557 13.9956946 -1.2314134 7.8639645 8.2584158 4.7227666 8.4462873 7.5301191 6.6327539 4.3173113 12.3379486 11.4276715 9.8692300 7.3422152 2.9384928 5.6265472 10.2538938 9.0814504 9.9883412 6.7853753 10.7926684 10.0791803 6.7909349 14.2154570 -1.2314134 -1.2314134 3.0164963 10.7867678 7.8238500 10.2115110 9.9639398 0.3535491 NA 8.2422733 5.2115107 10.1162665 11.4225323 12.0917631 7.7741921 NA 3.9384928 -0.2314134 11.0620393 8.9195841 11.1365283 0.3535491 12.3368800 6.9731383 7.0306627 11.4236510 9.3144974 1.7685866 6.8613252 4.5234553 9.7957825 4.0164963 3.2280029 9.1630302 11.4110706 10.4841007 8.1758354 12.1849693 9.8177355 10.3279446 5.6389311 9.4828132 7.8292635 9.2013810 4.3535280 10.5815471 8.2704047 -1.2314134 2.8560296 13.5993799 5.8129628 7.7110819 9.5083482 10.8952721 4.1608879 6.6754589 9.0247762 11.1971895 10.4405509 12.9234648 11.4421549 11.4088125 7.6171905 6.7797942 13.4854406 10.7843311 8.6593031 4.6014588 6.4550674 1.0905147 NA 11.0458550 8.7572523 10.0734893 6.9828864 9.4253231 10.2594184 5.1436057 8.2279990 6.2115107 10.9697726 12.6175817 9.2402428 5.1948317 10.7731392 10.2984861 10.0854148 10.2305585 8.8535488 9.7271203 11.2601702 12.2329857 9.2921295 10.3115994 11.7519175 12.9281236 4.8770915 5.5887476 8.1061897 9.2031958 10.2453138 10.5062375 10.2322912 7.9789226 3.3535350 9.8907485 9.1184018 11.3745101 5.9384928 10.4065509 11.3403202 11.7705035 11.0063750 5.0353556 -1.2314134 9.6273258 6.9434936 9.9144998 7.8665996 10.2623079 8.9195841 7.6844471 11.2044982 9.2931093 5.4124225 7.3459968 5.4828128 2.0904809 11.8972918 1.0905147 12.1544300 4.3535280 6.7169347 8.3422147 11.9964708 NA 11.0868279 10.7727881 11.3016539 12.2165548 7.4051925 9.7027375 5.6748561 9.8068008 9.6132734 10.8705433 9.9700790 10.2115110 1.9384740 8.9322174 -0.2314134 10.7426236 7.2999489 9.7198524 9.5974975 11.9486321 14.8594450 0.7685866 9.7607978 9.4871004 NA 4.7227666 6.6754589 -1.2314134 NA 7.3572819 7.7169347 13.1881328 11.4310135 8.7357939 9.6926378 10.7685676 11.4478277 9.5167604 9.0685195 11.3528255 2.8560296 4.4124225 9.5482869 10.7158392 7.5032772 5.5367523 10.9886436 10.0562799 12.0068230 8.9774602 8.0353539 10.3586868 6.9682394 4.6948022 10.1646371 -0.5599700 -0.5599700 0.0076392 0.0000000 0.0077783 0.0071788 0.0178240 -0.5684300 -0.2430200 -0.2430200 -0.2492500 -0.2492500 -0.5599700 -0.5599700 -0.5599700 -0.5347700 0.0076392 0.0076392 0.0076392 0.0076392 0.0076392 -0.0069227 -0.5729500 0.0063929 0.0127950 0.0127950 -0.5684300 -0.1952500 0.0188030 -0.568 -0.568 -0.563 -0.563 0.000 0.000 -0.195 0.000 0.000 0.000 0.000 -0.546 -0.546 -0.186 -0.186 0.000 0.000 -0.560 -0.560 0.000 0.000 -0.581 0.000 -0.543 -0.543 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 -0.249 -0.249 -0.568 -0.568 -0.563 -0.563 0.000 0.000 -0.195 0.000 0.000 0.000 0.000 -0.546 -0.546 -0.186 -0.186 0.000 0.000 -0.560 -0.560 0.000 0.000 -0.581 0.000 -0.543 -0.543 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 -0.249 -0.249 8.326988 11.780843 2.938493 9.890749 8.781192 7.871855 4.496488 9.691152 9.352609 1.575942 12.074772 7.345619 8.740111 6.490556 8.622937 8.520112 11.103679 6.657311 11.113418 8.192734 8.985313 9.468600 10.613917 5.908119 8.806115 10.017681 12.154430 8.895272 9.240243 NA 8.553202 8.097243 9.570276 13.061680 9.846051 7.660351 9.147946 7.307726 9.023596 7.035354 5.412423 9.072348 9.565418 8.173709 10.082018 8.638932 12.405079 9.617973 12.761948 6.522453 11.850384 8.230047 14.477544 9.925283 13.454740 10.929384 2.575917 9.918315 9.723491 10.692267 9.571084 9.240243 9.242273 9.653501 8.978021 12.159274 3.353535 7.728570 13.287213 11.692266 9.469874 6.276363 8.088240 -1.231413 11.308938 NA 11.630236 11.325706 11.714926 10.5201116 11.4394451 4.7685655 10.0533917 8.5871497 8.0700640 3.6265443 12.8379200 2.4690003 11.9263882 10.8894535 8.3777463 7.7617892 11.6044206 4.3832757 NA 10.9428691 11.4994622 10.1403442 9.2351538 10.6109180 9.0994846 9.8527116 0.3535491 11.6643322 8.0117416 9.5799423 11.2215810 10.0989243 1.9384740 8.2300469 7.3832775 7.8019909 10.0734893 9.3786696 10.5062375 9.8420398 1.3535491 12.5085591 12.5708820 10.9227528 11.2044982 6.6077712 11.7593807 9.3582187 11.5181752 9.2351948 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 7 2 NA NA NA 1 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 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 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1.967906 11.247800 9.938271 9.149052 8.161425 7.515642 8.081641 10.100399 7.970714 10.794845 7.545328 8.633235 9.279954 11.334355 6.271680 9.067247 10.618951 12.562574 8.2739611 10.7549855 -1.0320936 8.5224882 7.6403245 9.3044056 11.9890527 10.9041690 6.9508929 9.0177477 6.6543997 9.9902669 7.7426860 7.3121950 9.3276487 8.4211698 9.2521450 8.5031746 6.9678995 12.4291228 7.6508938 12.7925596 5.4189455 11.3540311 8.7127330 12.1929559 11.1418885 13.3644371 10.4885178 0.5528689 10.7675855 8.7639387 11.9127942 9.3677111 9.2110731 9.4934200 9.8390343 8.6821445 11.1988202 5.0764223 7.3559166 14.2967010 12.4026577 10.6889983 6.3772904 10.3526829 -1.0320936 10.6924130 0.9679064 12.5178041 10.4512817 11.1632713 10.7265388 11.5745357 5.3254512 9.3889119 9.7418625 8.2579181 8.2671074 12.7770422 1.5528689 12.2888407 12.3198046 8.4004410 7.7720301 12.7062026 1.7752613 -1.0320936 10.4400823 8.8007893 10.5668821 8.4066910 11.7127330 11.2705381 8.6735317 0.5528689 9.8513062 7.7816803 9.9791265 10.1328061 8.9264520 4.3254512 10.1730814 4.3254512 6.4835998 9.4894996 6.8986365 11.1543230 9.3451096 4.3941643 12.6275606 14.0354175 11.8413433 10.6296773 6.7492594 11.8436485 9.0095582 10.6160455 8.2852441 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 6 1 NA NA NA 2 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 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 4 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 6 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 1.491246e-06 4.161616e-07 NA 10.1488425 9.5654502 8.2249066 3.4528853 10.0138953 5.7165986 -1.5014428 2.2134717 5.4873738 8.3935059 10.0049958 4.3566720 8.7887072 10.8960955 11.8244153 10.1825601 10.5071168 12.2241610 3.9905374 10.2426811 9.1693446 10.3343439 10.7293091 7.8228691 8.1023148 6.8296048 9.3574464 8.9154856 11.6572159 7.9060620 6.6785973 1.3060289 NA 10.2878143 10.2502323 5.2129350 8.5888008 3.8562388 8.1170737 9.5960621 10.0609307 8.6111277 2.7466137 10.8360314 9.6427092 7.8407628 10.6894389 3.6686184 10.9369603 NA 8.2485576 11.5841607 3.1425441 11.5174101 9.9160133 8.0855282 NA 10.4591138 10.5730740 9.4682617 8.4040754 8.0628379 0.8206487 9.7099681 8.6748614 10.6629667 1.0836559 6.2995890 9.7166460 3.5861522 11.3494611 9.4993925 5.1851886 11.1706627 12.2780998 10.0193069 10.2060474 9.6754848 16.4219403 NA 8.5580326 10.9583760 5.0986006 7.7032592 8.5954033 7.5210562 2.2557122 11.4065178 11.1273616 9.7777184 10.8393729 2.3060289 1.8206079 10.2878143 7.8183604 8.1851886 9.0967407 10.2506506 10.5276303 7.0494347 13.6991655 0.8206487 0.8206487 3.5861522 10.6382396 7.6019758 8.9642548 10.7448350 2.3060289 NA 9.7406714 7.7678150 10.3393836 8.9774580 9.9739150 8.3426094 NA 5.1991266 -0.5012385 12.4159671 8.5980361 9.6761078 2.1991226 8.9197012 6.9662943 7.6407952 11.0417201 8.9405949 2.8910108 7.9353996 3.3566650 8.9985340 -0.5012385 4.1425441 8.3188672 9.8273632 10.4630292 8.3331594 10.4662748 10.1074051 10.0503965 2.3060289 10.1366715 10.1904318 9.7562234 4.0247541 9.7678150 7.0948779 NA 8.4160603 13.4310876 3.1425441 11.9422794 12.7191422 9.0808303 3.7840956 7.2197871 10.7400756 10.8090170 9.7418622 10.4312721 10.9331783 10.6311880 9.1262220 8.2468812 10.1198243 10.7299094 8.6824725 0.4986594 -0.5012385 1.3060289 NA 8.6522402 11.3266263 9.4242427 7.9437034 10.2388358 10.4510655 7.9804875 8.9038297 8.7478016 12.1477198 9.6535063 8.6019761 6.6228089 11.4976312 12.7317087 11.1382551 9.0094524 3.3219281 10.0666444 10.0647422 11.8083067 8.9845176 10.6032870 9.5376073 8.9560691 9.9955420 1.6686184 8.7117926 6.6535058 7.9249532 10.7367943 9.9187907 8.7875542 3.8562388 11.2485577 8.9416316 10.6398375 9.4788279 10.1799266 10.4085813 11.8319834 9.4659145 7.4470551 -1.5014428 8.9249529 6.9374798 9.8385382 8.9498994 10.9148207 8.9985340 7.9333165 9.8704649 8.3028194 3.0222435 8.7214831 3.3566650 4.7180492 3.6686184 1.6686184 10.8121382 5.9985340 5.8024698 10.3203826 5.6053284 -0.5012385 10.8166661 10.5338310 11.0158655 11.8199117 9.4586902 9.3044321 6.1981562 10.0599762 11.2714152 10.3961556 9.7840905 11.3431979 -1.5014428 7.9291406 1.0836559 10.0470286 9.6433465 8.7548969 9.6885128 13.4175049 14.3692938 3.6686184 11.3715555 9.7806183 NA 2.9581188 9.1828321 -1.5014428 NA 6.9905408 7.4557900 14.5100247 10.9186906 8.2401216 9.6260377 9.5085168 12.1468211 8.4205291 8.8265329 10.8312843 1.9581374 4.1711107 9.6579290 9.3798022 7.3188672 5.0685418 11.2015102 9.9945432 10.4521572 9.7388833 7.4557900 10.4153142 6.4816816 5.0375360 10.2747100 0.00763920 0.00763920 0.00930980 0.00000000 -0.00013862 0.00166420 0.00638710 -0.01202400 -0.02818600 -0.00373950 -0.00373950 -0.02732900 0.00763920 0.00763920 0.00763920 0.00819590 -0.69938000 -0.67884000 -0.67884000 -0.67701000 0.00930980 0.00000000 0.00722170 -0.01032800 0.00638710 0.00638710 0.00264260 -0.00705760 -0.00138580 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.798469 11.389523 11.739778 10.282505 9.532799 11.277176 4.974424 2.668618 7.751354 3.253581 13.042506 8.657714 7.836310 7.179118 8.372132 8.331578 12.040269 7.202592 10.615357 9.154219 8.624102 8.085078 9.672390 7.820616 6.891006 11.133953 13.976984 9.8217431 10.6912893 -0.5012385 8.8496275 7.2502321 9.9514443 9.9774578 11.1904318 9.2477196 9.5265943 6.7418620 9.9794785 6.9945435 8.0202888 9.0417202 4.8206181 5.6279716 9.1041678 9.2094948 13.3314794 9.9713792 12.0390585 7.8171404 11.3062444 10.8872438 16.5167580 11.8939546 13.1518692 10.5768391 1.9581374 11.3819043 10.8245559 10.6091715 8.9995302 8.6019761 9.3995550 9.9514443 9.9207530 11.2916778 5.7560759 6.7032599 14.1613536 11.1490669 8.8780666 7.2266087 9.5980361 -1.5014428 11.1099437 NA 12.5450449 11.0610905 10.8371461 10.8960955 10.3343439 6.0143888 6.2468812 8.9197012 9.2008609 6.8562400 12.5976817 2.1991226 13.8862344 12.6542180 8.0892751 8.3699314 9.7495788 3.0222435 0.0836559 8.9744218 8.2485576 9.0193069 9.7806010 11.0962753 10.8923469 10.5423991 -0.5012385 9.8742707 8.0836506 8.5781730 11.6281323 9.6773530 1.6686184 9.6866588 7.9642548 8.6673603 9.4242427 6.2401559 10.7367943 10.6506562 NA 12.9575434 12.3500469 10.4164333 9.8704649 7.6535065 10.7235943 10.7794590 11.9944559 10.9805911 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 2 3 5 3 1 4 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.4453620 10.9181377 11.0621233 7.4221026 NA 10.1782485 8.1531000 NA 1.4846022 4.3877141 8.2517915 8.5349639 5.4251874 7.9663353 10.5875587 12.5060178 6.8402265 10.6630219 12.5868699 3.7642825 8.1713730 6.1841811 10.9156713 10.6779757 7.3908749 8.5306720 5.5771931 9.1658489 9.6101067 13.0681287 8.8723046 3.6841118 -0.4451656 NA 10.3991377 9.3459871 3.0783878 5.4973377 4.5548221 9.7234963 9.5848015 9.8924461 8.4692091 2.8027516 10.6104456 9.8488705 5.5992196 8.8204394 1.1397969 11.8332737 1.5548344 8.9904946 11.0742147 4.2827437 11.3684050 10.2677810 6.8309487 7.6685666 11.0444941 10.5368195 8.3788124 7.6343087 12.8051226 0.8767232 11.5131957 9.0234483 9.9439177 -0.4451656 4.3621823 10.0111786 7.5688446 7.0305579 10.9447244 7.9363670 10.9700087 11.6640019 9.9925763 11.4964221 7.4190104 15.4734196 NA 8.7715700 10.3971746 5.6528564 8.0244660 6.5090212 10.8620251 3.5855996 11.3117975 10.7752025 9.0803451 6.0060354 -0.4451656 4.6209148 9.7378392 10.1955211 8.3557242 8.4855617 10.1514799 9.6026298 7.2962913 12.4304776 2.5548344 NA 8.9988036 10.6837851 8.4018817 9.7184740 10.5093841 NA NA 11.3030171 5.1986788 9.9684204 10.4166865 11.4723828 8.2639081 -1.4453620 8.3541057 0.5548344 7.7446489 8.1397867 9.9673940 5.9035517 12.0296709 9.5491776 8.0346042 10.7551098 8.1823581 0.5548344 6.8355944 8.9460679 4.9977666 -0.4451656 NA 8.7083763 10.6409604 9.5335347 8.6828184 10.2996580 9.8505932 10.4613391 5.7642771 9.2878396 4.9810900 9.6284570 0.8767232 11.2697136 NA 0.8767232 NA 13.4330189 8.7642775 4.0142571 1.7247376 9.1841808 4.1397887 6.0705246 11.4059876 11.0959208 10.8189736 10.9317636 11.0255263 11.5381741 10.1800765 7.9936161 6.5937437 10.4969721 11.0055483 -1.4453620 5.3230097 -1.4453620 -1.4453620 9.3279635 5.3750047 10.2954482 7.3329012 9.2854556 -1.4453620 0.5548344 3.3621753 9.8157437 11.8836394 10.6998010 8.8991200 6.1397867 10.9575698 13.3798327 11.4705169 9.9918584 3.0076799 9.8523137 9.2937608 11.3775942 9.8488705 8.0546700 9.0376321 8.6943756 NA 6.1472802 4.5992166 9.6455983 8.7581722 10.5999012 7.5217912 8.0083418 5.5090212 11.1830419 9.1695340 12.0193700 0.1397314 11.6597505 10.7691433 11.9818751 10.8781605 8.7654956 1.7247376 10.8651530 7.8790048 9.3637883 10.2312221 11.5388812 9.5399546 8.3718080 10.9137501 1.7247376 5.0305568 9.8198532 2.2552590 5.6763577 3.6422857 4.4374675 10.9535679 1.3621613 9.3172061 11.3856385 8.0211049 -0.4451656 11.3484275 10.6782990 10.4290372 11.6447712 7.7908385 8.7272517 6.3196956 10.8546046 9.5039213 11.1282347 9.8436903 10.7800317 1.1397969 8.8355951 -1.4453620 10.9137528 9.7372186 10.0157919 10.2673512 13.9210781 12.5799638 1.8767625 10.3653959 7.1322529 -0.4451656 5.4566550 7.5720779 0.1397314 NA 7.6737656 9.6242740 11.9130633 9.5627765 8.5335345 10.9652756 8.4328751 12.1327250 10.2009328 9.4096069 9.4833426 6.4855621 4.3877141 10.7896416 8.4420448 7.7764113 2.0142482 12.4177521 11.1869106 10.4367029 9.7292256 7.1695342 9.5119262 8.4081340 5.7191287 9.9620920 -0.0049844 -0.0136520 0.0228650 3.6569000 -0.1668800 0.4474800 0.6111800 3.2108000 -0.7002800 -0.7567600 0.0839200 0.8554100 -0.0663500 -0.0049844 -0.0275350 -0.0168410 0.3444900 -0.0312960 0.0000000 0.0000000 0.0000000 -0.1295300 -0.0115350 -0.6845100 0.9241100 -0.1266800 -0.6063200 -0.6503400 0.6489100 -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 0.422 0.422 -0.073 0.611 -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 0.422 0.422 -0.073 0.611 -0.127 0.626 0.000 0.000 7.571633 11.841671 5.400316 10.872802 10.364994 10.795914 4.620915 4.744651 7.892446 9.799188 14.119748 8.405667 13.549973 5.731148 10.831207 7.255264 12.255806 4.362182 10.757560 12.357542 9.186911 8.834539 11.468807 7.198681 7.309712 9.880692 10.578232 10.844555 9.917864 2.362189 8.685395 7.345987 10.052177 10.392846 11.267566 7.394028 10.858320 7.026499 11.983708 9.098823 9.001907 11.397567 11.577539 4.894672 8.467714 7.890214 13.280616 9.264770 12.917248 6.146533 6.739700 10.539243 10.664328 12.422006 13.091739 10.871671 4.014257 9.593057 9.239573 11.730218 11.502279 8.899120 8.318037 9.922239 9.728501 12.621922 7.590998 9.700120 14.493274 10.863163 9.809853 6.993617 9.702029 NA 12.417655 NA 12.734422 11.680862 9.940687 10.5875587 10.9156713 8.0406536 0.8767232 8.6982074 8.8321115 9.6356418 12.6397007 1.7247376 12.5365699 13.3635873 8.4143588 7.6509598 10.2865675 2.9471425 7.1658486 10.6584398 8.1676926 10.3781914 10.6369200 11.5042862 10.9068676 10.6711682 0.1397314 7.9810889 8.3246621 9.7452662 9.5463460 8.4034471 5.4617152 10.1022008 4.7045732 2.2552590 10.2954482 7.6182196 10.5999012 10.1379069 8.0203905 12.2385864 12.9636183 10.2040804 10.9137501 10.2356232 11.0598914 9.6808834 8.6906490 10.3888883 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 3 2 3 3 4 3 4 NA NA 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 1 0 0 0 0 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9.9971781 11.1456292 2.0340044 12.3598358 13.2527476 9.9321397 10.7696522 7.9626051 11.4936372 11.4239928 10.1765580 10.2884382 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 3 2 3 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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10.5536293 1.0000000 9.1724275 10.3971398 3.7004397 10.5260101 10.6452081 7.5545889 -1.0000000 9.9833856 11.0655912 10.2573878 8.0874628 7.5999128 2.5849625 9.4645458 8.5717526 11.0052737 3.3219281 6.4594316 9.8933015 7.8073549 11.1205619 9.2900188 4.6724253 9.2864885 12.9543781 8.9744146 11.3517674 9.7253663 15.1594772 3.0000000 8.2761244 9.1699250 4.8579810 7.9158794 8.6257088 8.9351650 0.5849625 11.3481749 11.0851405 9.9534690 10.0402897 3.9541963 1.0000000 9.9758480 8.7665289 8.7330153 9.0389190 10.3258676 10.6591040 6.6724253 13.2026595 5.6438562 0.5849625 2.8073549 10.9259253 7.0927571 8.8297227 11.3780239 0.5849625 -1.0000000 8.3923174 9.1383870 11.8953216 8.0633951 10.9162527 9.0389190 -1.0000000 6.2761244 0.5849625 11.6156296 8.2644426 10.3026389 3.9068906 8.8734441 8.1848753 8.0279060 10.6786001 8.3196721 3.0874628 8.2215871 4.9307373 7.7108064 0.0000000 1.5849625 9.0967152 9.5783727 10.4173251 8.4978518 10.1215335 9.6492562 10.4257404 4.5235620 10.2662009 9.8818787 9.4377521 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10.8948178 11.2230967 6.2288187 7.3442959 14.6410837 11.1353887 9.6591040 7.1649069 8.6128685 -1.0000000 10.6307222 -1.0000000 12.5600940 11.0089153 10.5779008 10.262682 9.721099 5.357552 4.954196 9.122828 8.774787 4.754888 12.259886 4.087463 13.275252 12.586840 8.743151 8.669665 10.683433 3.321928 1.584963 9.801708 6.665336 9.513728 9.709084 12.105745 11.774787 11.345682 2.169925 10.429407 7.727920 9.237210 10.850187 8.815383 2.906891 9.856426 5.988685 7.154818 8.871905 4.857981 10.675957 10.609179 0.000000 12.468624 13.274597 10.594325 9.770664 7.361944 11.454299 10.477252 12.001320 9.406683 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 1 3 1 1 2 3 2 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 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 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10.1259468 8.9199955 7.6330599 9.5762769 4.8467240 NA 1.1613718 4.7294875 8.8430520 9.8401754 4.5439351 7.7693539 10.6301482 11.9534913 9.7059796 11.0126578 12.0004696 3.7783978 9.8973403 8.4067841 10.1574887 10.4465751 8.9104275 8.4028901 6.4028893 8.7903720 9.5180673 11.3322205 7.9924722 6.2552137 NA NA 10.1872243 9.8351273 4.9375986 7.3268357 3.6788607 9.0858277 9.3237499 10.5553805 7.3950705 4.3950697 10.7579673 9.6495858 6.0212554 11.1420959 4.7783978 11.1752894 NA 8.0364154 11.0094603 1.8715283 11.0897691 10.1353647 7.8372930 NA 10.5465835 10.6143401 9.0212557 7.9186325 3.0414357 -1.1284717 9.3452143 8.4318415 10.6091785 1.4564908 6.3391142 9.3227198 -1.1284717 10.4648998 10.6499965 4.3950697 11.5990484 12.7472580 9.4327966 10.7380148 9.5359559 16.3350569 -1.1284717 8.4788388 9.8924886 4.9589726 7.0313798 7.5261447 5.6396923 1.6788832 11.4931026 11.0517286 10.7059796 9.6667365 3.3950765 1.4564908 9.5492283 8.3553242 7.7449529 9.3185918 9.7075590 10.1223991 7.2893614 13.0063360 1.1934564 NA 5.1194350 10.2982975 7.8169523 9.1394657 10.3950706 2.1934248 4.3309384 9.1545969 7.4527091 10.4222362 7.0563841 10.9261129 8.1218070 -1.1284717 3.5719437 NA 12.1697144 7.9429707 9.5162662 3.5719437 9.4667662 8.0979210 7.4972172 11.4718862 9.5509888 3.2638307 7.3061364 2.9589726 8.8066737 NA NA 8.3713546 9.9995030 10.9291619 8.3793034 10.2888338 9.4963042 10.4184031 2.3309312 9.7663263 8.2766502 9.3999627 3.9817066 10.0364156 6.0212554 NA 7.7723753 13.9863083 0.4564908 11.3793033 12.4708404 7.9483240 3.7783978 6.9267905 10.8213354 11.1435552 10.0973186 11.3234924 11.5959073 10.5443759 9.5090392 8.4695612 7.9747966 10.7091366 8.8940429 3.1194392 -0.1284717 1.1934564 NA 9.2454612 10.6683594 9.6330599 7.5368448 9.4037867 6.8257055 4.7043962 8.8459231 5.4260970 12.0041690 10.2421960 9.1545969 5.7169991 11.7069670 12.0850685 10.6720041 8.3773203 4.3890987 9.9569811 10.4574100 11.5072268 8.9774170 11.1629672 8.8459231 9.0809619 9.7130730 2.8715086 6.5719483 5.9589726 7.6626712 11.2795729 9.5052759 9.0565079 3.1194392 11.7103186 9.0020791 11.4152655 9.8103531 9.8552148 10.3149703 11.8711564 9.5180673 6.7043989 NA 8.7903720 7.3753340 9.8015066 8.7678411 10.5766831 8.9416296 7.5788678 10.0168040 8.3103006 0.8715283 4.2638232 3.6788607 2.1934248 4.1934406 NA 11.1641178 6.5225596 6.1382943 9.7403313 6.5590589 NA 10.9213572 10.3628607 11.2702523 11.0389267 8.7510918 9.2312142 5.9726972 10.8202409 11.8412549 10.7461058 10.0520394 11.2856653 -1.1284717 8.2616775 1.1934564 10.0445611 8.4545913 8.8644471 9.5649956 13.7173907 13.8495040 NA 11.3950706 9.9274688 0.4564908 4.5153655 8.8644471 -1.1284717 -0.1284717 7.8430523 7.7418734 14.3907763 10.8824003 8.4862184 9.3673636 9.8140231 11.4880575 8.5891852 9.2821189 10.9439763 1.6788832 3.5719437 9.1476331 9.5597589 8.1545969 4.0809646 11.6222156 9.8459233 10.8686881 9.5910942 7.8198757 10.2416511 7.2024256 4.6749916 9.5805925 0.00463850 0.00463850 0.00000000 -0.00359310 0.43402000 -0.01306900 0.00311060 -0.00340450 0.01494700 0.01494700 0.01494700 0.01494700 0.00463850 0.00463850 0.00463850 -0.00251160 -0.46861000 -0.46861000 -0.46861000 -0.47803000 0.00324950 -0.00359310 0.00102900 -0.00091183 -0.00217940 0.00900060 -0.00667190 -0.00506450 -0.00077326 0.000 0.000 0.000 0.000 0.406 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.469 -0.469 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 0.000 0.406 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.469 -0.469 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 10.795579 11.849325 11.530166 9.983948 9.366364 11.521663 5.486219 2.571944 7.166129 4.871509 12.220652 8.375672 6.760252 8.726502 8.376844 8.741873 11.461160 6.723258 10.846998 9.040181 8.573681 8.654081 9.255990 8.011060 7.433751 10.873269 13.889274 10.2018654 10.5341770 -1.1284717 8.6247253 7.5649954 10.2589875 10.4337511 11.5476861 8.8401755 9.8637389 8.1659687 9.4212934 6.9852511 7.7201314 9.0007916 7.1382954 3.1934406 8.3553242 8.9469878 13.7375801 10.3487609 12.6655183 6.6778324 11.6007045 11.6450600 16.5570719 11.4818414 13.4884020 10.9342294 1.1934564 10.7345333 11.0949070 10.1804164 9.2977733 9.1545969 9.0625678 9.9728278 11.0858277 11.6311867 1.8715283 5.2638269 13.6157417 11.2274102 10.0364156 6.2119817 9.5207648 -0.1284717 11.2988215 NA 12.7392700 11.1600402 11.0354727 10.6301482 10.1574887 5.9375986 7.3350330 8.7918616 9.1441384 6.1003280 12.7952827 1.8715283 14.2886689 12.0215732 8.7829006 9.4983311 10.2124713 4.4862188 -0.1284717 9.0351584 7.6916877 9.3613565 9.8336817 11.0451857 12.1770004 9.8051993 1.1934564 9.7549156 8.6129757 8.6263961 11.4296901 10.0760798 4.0809646 10.0084998 6.1569103 8.1889211 9.6330599 5.0613312 11.2795729 10.9978904 NA 12.6250388 12.5387311 10.4634984 10.0168040 7.0662657 10.7495596 11.3209153 11.6071027 10.5491754 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 3 3 4 3 4 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 4 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 0 0 0 0 0 0 1.734007e-06 9.016834e-07 NA 10.6480595 9.9102053 9.0412808 5.0911370 9.7561638 8.6842700 NA 3.5671195 4.1822871 8.0753695 8.5954809 5.2257878 6.1067336 10.6955693 12.7808312 10.5895960 9.9769660 11.6642902 2.0270125 9.6160619 9.0125899 10.1101233 10.6133347 8.8906297 9.4585992 6.6390368 7.8872474 8.8598966 14.5189736 7.8663479 6.3090415 NA NA 9.8866826 9.8390381 4.9074243 7.9555924 4.5217732 11.9810707 9.8838566 8.9415277 8.7831079 2.2680151 12.1785998 9.6215008 10.5763538 12.5146640 7.2540753 10.5423481 0.8894735 8.5304711 10.7776375 5.2680151 12.0481128 10.4964634 7.2886742 -0.4324546 10.8223999 10.4128141 9.1250386 7.6309704 7.4834547 0.1525079 9.5239512 8.6774057 11.2353518 1.3749560 7.8713558 9.7533425 5.5562608 9.9854276 9.5562596 5.2818206 11.4933260 12.0389962 9.4138490 10.7170046 10.0832748 16.3827769 NA 7.7274461 11.4423643 4.7173200 7.0950520 8.1822851 8.3554775 1.6968396 11.3454467 11.4843875 10.0203311 8.7987961 4.3489335 2.0270125 9.0341612 9.3282950 9.0300772 8.4864385 9.6497241 10.7888601 6.3022843 14.2358783 5.4004662 -0.4324546 4.4983147 10.4506001 7.3941231 9.2014785 11.4097289 1.5675941 NA 8.9812031 7.9534375 10.7603856 9.1364811 10.7864409 9.0813026 NA 5.5899432 1.1525079 11.7615623 7.7770284 9.5049489 9.3182820 9.4797158 8.4363976 7.7020016 9.4114962 8.2662796 1.5675941 7.7843208 4.4004628 8.6390375 4.7574020 -1.4324546 8.3140892 9.9096497 9.8832907 8.3124088 10.2150335 9.5739011 10.4748413 4.6760981 10.5319159 8.7758094 10.0001326 4.3651046 9.7077657 4.1525404 0.1525079 7.4348534 13.8152430 4.3489335 8.2222109 12.1416954 10.1712013 4.6760981 6.0753700 10.7573996 10.5188598 9.9168562 10.1269521 11.1164282 11.1154335 8.3291263 10.5871657 9.1721282 10.8710704 9.8508833 3.4255533 4.4004628 -0.4324546 NA 9.7293368 9.0493746 9.1841238 7.8598969 9.5598195 11.7535345 4.7963953 8.8331899 9.2843945 11.7756569 10.7981960 8.5885550 3.5217669 10.8801744 12.6673338 12.1607327 9.3571086 2.9488625 10.5805487 9.5108225 12.3574143 9.1665580 9.9322568 10.0614305 9.6235353 9.4216643 2.7374921 7.6092342 7.3684750 7.8781877 10.8866826 9.0644388 9.2824215 2.7374921 11.5275769 7.9959350 10.4247785 8.0832751 9.7915767 10.1383795 11.5290247 10.6480595 7.7939869 NA 8.2417673 6.7173227 10.8906298 9.0094818 11.0308286 9.3909423 8.0001167 9.8267298 8.9185141 2.2680151 7.7122333 2.6550312 8.2149437 2.5675698 4.0270036 10.8847050 5.2400013 6.8529776 10.6467265 6.4440922 0.5675454 10.6920195 10.2457350 10.9398960 10.6204827 9.1618995 8.7780393 6.4454420 10.3558856 9.9501991 10.8535551 9.8872471 9.9366270 -1.4324546 8.4440918 -0.4324546 9.9245771 9.4379397 9.4525087 9.5519935 11.9528982 13.6584318 2.7374921 11.1233624 9.7709230 -1.4324546 3.5096198 8.0290547 1.8895125 -1.4324546 6.4864376 7.4864385 13.7909357 10.1591067 7.7598675 8.5217712 9.3941235 11.4340812 8.0270064 9.1901027 10.8925994 NA 3.6968618 10.1548838 9.2346867 7.1600317 9.5427065 11.1035793 9.6884608 11.0979813 9.1909992 9.9090938 10.4356259 5.7274467 3.4200781 10.7000747 0.00166420 0.00166420 0.01167900 0.00335210 -0.01272200 0.20141000 0.00903120 -0.00152430 -0.06262900 -0.05940400 -0.05940400 -0.05940400 -0.08388900 -0.08388900 0.00166420 0.00097064 -0.38972000 -0.38972000 -0.38917000 -0.38917000 -0.38917000 0.00335210 -0.39196000 0.00210740 -0.12369000 -0.12369000 -0.40041000 -0.00221680 -0.10867000 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 9.047355 12.041281 10.146891 10.610602 9.058426 10.736247 5.027008 4.322462 8.303977 6.521772 13.180386 9.110704 10.787349 10.221271 7.988651 8.481960 10.183664 5.757399 10.327879 10.728392 8.176754 9.217119 10.356089 7.055415 6.889503 11.938535 12.154532 9.743125 10.155353 2.959900 8.283537 7.006366 10.056921 11.296346 11.208046 7.953438 9.847766 7.215033 10.145004 6.696858 9.697502 9.905197 7.281821 7.521772 8.033142 9.175830 12.794589 8.617424 12.687327 6.519676 11.317863 9.963645 15.533788 11.558388 13.390196 10.352619 2.268015 11.189169 8.798796 11.574778 8.705847 8.588555 9.481960 9.964180 11.747950 11.605808 4.852978 5.655037 14.332289 11.894005 10.019816 8.802393 9.437169 NA 10.873352 NA 13.166151 10.717573 10.702964 10.6955693 10.1101233 5.3489335 6.8437000 9.2732074 9.0544100 7.8226033 12.4649412 0.1525079 12.9223754 12.3812560 8.0146582 7.9021610 10.9171327 6.0105180 NA 8.9151964 7.1674874 9.5927145 9.0684169 11.8240786 13.1165173 10.8008951 -1.4324546 9.7013595 7.3423618 8.8518209 9.7963937 9.0433084 3.9598907 10.7888601 8.6968580 7.0674204 9.1841238 4.1525404 10.8866826 10.9018483 -0.4324546 12.7214437 12.9111078 11.1064914 9.8267298 7.9491182 10.1809041 10.3153484 11.0399460 10.2364999 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 3 3 2 3 1 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.96409462 10.15990753 11.49982138 5.12324819 -0.96409462 10.85556619 6.28504150 0.03576465 1.38061864 5.81714484 7.12854293 9.02589007 2.20570529 8.66514295 11.53089174 12.08597499 4.39334069 9.97756743 13.81612093 2.94268340 6.96059859 6.65049604 11.01949239 10.67919153 5.93060489 11.46257512 6.43666491 9.41408097 9.18933831 13.05589806 8.77972855 3.42810218 NA NA 10.73144955 10.02943232 1.84313968 5.14431155 7.85596541 8.76030013 10.10389270 9.21195933 4.32118492 -0.96409462 11.79671402 8.78230044 -0.96409462 6.97242385 3.94267401 10.69086970 0.62077407 8.65049604 10.93060400 3.03578225 10.18805209 11.04701346 6.81714612 NA 11.37885253 10.75241711 8.89532110 9.44305397 12.35263341 0.03576465 10.58460817 9.36558253 9.54556128 NA 5.12324819 10.89205612 2.35772090 8.81878443 10.83506784 5.51151864 7.56716741 11.08631512 10.20633724 10.54010866 9.30140131 15.42929399 0.62077407 9.29788104 4.76370901 5.69399704 7.66149523 6.67964195 9.71526638 3.82812379 11.22344759 11.20289071 9.70732721 3.12325233 NA 0.03576465 9.05537708 11.10724860 8.13381831 3.94267401 9.64957576 9.97609981 7.36670339 12.95511514 2.20570529 2.49520907 5.16506778 10.43559818 7.80397028 9.61227066 11.57954307 NA NA 11.75517505 5.88127551 8.51564741 9.81714596 10.96171151 8.54159770 NA 10.97976614 1.03576465 8.41949044 8.51354444 9.82042104 -0.96409462 10.10858875 8.64126567 7.09106825 12.87361123 10.30491289 2.20570529 5.98998366 8.42810344 8.37563637 1.03576465 2.03579984 9.29435217 10.28489973 9.92681041 9.36109172 10.28904285 9.42272645 11.23729757 9.52563415 10.39773003 6.45363939 8.20821387 NA 10.96096978 3.55934497 1.03576465 NA 13.33706806 1.03576465 3.12325233 0.03576465 9.49521786 4.81714740 7.05815412 4.35771386 10.71086118 10.29435229 10.56765496 10.44123083 11.34838558 10.08495411 7.29317365 7.86550873 11.61745759 8.82673755 2.62075061 7.14431053 -0.96409462 NA 8.06369222 1.84313968 9.98779934 7.24523989 9.86067343 NA 3.20570529 2.49520907 8.07744544 11.42407263 9.73275371 9.24035727 3.03578225 10.69845456 14.26452977 11.57300460 9.64385619 3.18227913 8.66149523 9.17789338 11.33155514 9.09377803 0.62077407 7.41949086 8.97242413 0.62077407 6.66514260 2.35772090 9.74055440 8.50135276 11.19092068 5.40106040 8.95171047 2.49520907 10.15731977 8.22313821 11.05607170 0.03576465 11.96485965 11.01842338 11.82430067 11.06920921 9.60088838 NA 8.94267695 8.05259468 8.96356429 8.97683388 11.00084895 9.84956742 8.12589851 10.80148672 3.67963773 0.62077407 2.20570529 NA 10.09238334 1.62072715 0.03576465 10.30140131 4.20571311 7.25978751 11.18299117 7.55195891 1.35772090 10.71790300 10.68459321 10.88401792 11.82837318 8.51354444 4.24523704 5.71540745 10.01806689 7.83668601 11.12887359 9.60469240 8.88127612 3.03578225 8.75517501 NA 10.37619269 9.36109172 10.13972963 9.65417164 14.41705877 10.68997465 5.16506778 6.30257313 8.66696318 NA 2.20570529 9.09242391 4.24523704 NA 7.24523989 8.70112206 12.73090575 8.66149523 9.03013961 9.77472283 9.85436834 11.46440811 9.66058159 8.85056098 10.94942368 5.83020207 1.62072715 10.90229242 8.64311662 7.49521786 3.28371439 11.61910410 10.32868300 10.06714283 9.52303339 10.40210840 10.55640489 8.34218981 5.29034330 10.22931153 0.0824760 -0.3063900 0.6688200 -0.2316500 0.0855100 1.4207000 0.0223210 -0.7436000 -0.7485500 1.1349000 0.1124200 -0.2883400 -0.0556340 0.1089100 -0.3267000 -1.2051000 -0.2817200 -0.2696000 -0.2604700 -0.2604700 0.1274100 0.4127900 -0.6833400 -0.0024938 0.2103900 -0.2374100 -0.3103800 -0.2996900 0.9709300 -0.316 -0.316 -0.342 -0.342 0.000 0.134 -0.300 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 -0.260 -0.260 0.440 0.440 0.131 0.000 -0.335 -0.679 0.407 0.407 -0.729 0.000 0.000 0.000 -0.675 -0.675 -0.316 -0.316 -0.342 -0.342 0.000 0.134 -0.300 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 -0.260 -0.260 0.440 0.440 0.131 0.000 -0.335 -0.679 0.407 0.407 -0.729 0.000 0.000 0.000 -0.675 -0.675 6.783979 12.076418 2.843140 10.993251 9.013066 4.357714 2.205705 1.035765 4.708209 6.428104 13.791404 9.352056 11.451528 2.742869 8.294258 4.035782 9.496242 4.205713 9.735359 6.302573 9.901519 8.915308 11.597571 7.353199 7.665143 10.289634 10.200693 8.6468110 10.6573803 3.0357822 9.6687815 7.0187799 9.7292732 11.6525648 11.9615261 7.6724105 11.1705334 6.1338183 9.1430033 9.2908149 4.9426787 10.7496023 9.4515281 3.0357822 8.0801801 4.3933407 12.9487691 9.3327023 11.3789719 4.1765621 7.5865328 9.6705973 8.7257841 11.8019010 13.6545158 10.1804444 7.5671674 10.4462376 10.3977300 12.5368770 9.9336316 9.2403573 9.7301440 11.6030293 10.4329260 12.0499811 6.6724112 9.6733169 13.7823026 11.9591137 8.2132058 4.7637090 9.8261347 1.0357647 11.4361320 0.6207741 12.6889672 11.3509669 9.9797661 11.53089174 11.01949239 7.40210819 2.03579984 8.61510212 9.64773309 10.66468736 13.17245137 1.35772090 9.80727570 10.81755571 8.53363810 6.96451184 10.35827779 1.35772090 0.03576465 9.30491300 5.35771386 10.19313316 10.23115841 11.82999900 8.43879809 10.27000489 1.84313968 7.89687305 7.73968949 9.66605336 9.17021251 8.99723595 5.01306468 10.12986397 3.55934497 1.35772090 9.98779934 6.02447040 11.19092068 8.07744544 8.70289783 12.47561709 12.32147741 10.03013961 10.80148672 8.04980663 12.03490541 7.47457800 9.03544796 8.14101377 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 5 2 3 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 7.282828e-07 7.282828e-07 1.4016305 10.9809508 9.2994803 9.0669707 5.7939531 10.7657694 8.6043464 NA 5.9176490 6.8610658 7.7503626 10.1464686 4.7939531 9.2565031 10.9133875 12.2681410 7.1020744 11.3002362 12.3956346 5.1020744 12.4149575 6.6684213 10.8067763 10.0881354 10.4170498 10.3009917 8.0015478 8.7325518 9.0015475 13.4742699 9.0772742 7.3441494 NA NA 10.7624819 10.3860532 4.1020786 8.1227338 5.7235640 8.5462930 9.6590226 11.3047635 8.1698193 2.4016305 12.2827487 9.1055385 7.9251966 12.2093922 6.8278990 11.6049828 1.4016305 9.2533838 10.8814151 5.3558303 11.7105426 11.5205759 7.5411865 2.4016305 10.5049226 10.3721722 8.4623309 7.8362631 6.7939518 0.4016305 9.9465993 9.1055385 10.3055166 0.4016305 7.8610664 9.3085254 4.2089932 10.3832021 8.8934878 4.9251972 9.2471248 10.4930702 10.4072594 10.7269403 10.5334917 14.7019874 NA 7.5615064 7.1431015 5.7235640 7.4677237 7.8528459 8.3441494 3.2089854 10.6232219 11.7133831 10.3130268 6.5309182 3.4016305 0.4016305 10.0508910 8.5615060 8.6962554 6.9562240 10.6974037 9.5963916 6.5914595 12.6195925 4.3085283 1.4016305 3.2089854 10.4851141 6.5513822 8.2408385 10.6916537 0.4016305 0.4016305 8.2218138 8.4240025 9.5042404 8.5360611 10.8310416 8.6304535 NA 5.5715585 0.4016305 8.4072593 9.0526865 10.5602445 7.6208034 10.0793544 7.9790639 8.0454910 12.0727335 9.4514833 4.1020786 7.1565220 5.7235640 8.0309915 4.3085283 0.4016305 9.4432940 10.1747740 9.8131458 8.2408385 8.3085256 10.0616307 10.8173766 5.1020744 10.1681638 9.7613843 7.7235627 4.5715615 10.3279308 4.2089932 0.4016305 6.1829942 14.3260762 4.8610670 4.2089932 5.9251972 10.7492562 5.1565220 7.6304535 9.3931566 10.4704131 10.6098692 10.9064538 10.8934277 11.3760494 11.4384952 9.3115279 8.5205759 10.7514689 9.1193113 2.7235586 3.9865930 NA 0.4016305 10.8404266 7.3674191 9.3817744 8.1089938 10.3535023 4.2089932 6.4460296 8.4184430 7.2345253 12.4993378 7.7679573 8.0669707 6.1295550 9.8173766 12.7213069 10.7359081 9.6208759 3.3798289 10.5488397 8.9638772 12.1342262 9.1598580 8.7054157 10.1261487 10.2486921 5.8934884 2.7235586 7.5205763 7.2218133 7.2218133 11.0309914 8.3196631 6.1295550 5.1020744 10.4226147 8.6062061 10.7810132 7.2964528 10.7403712 10.0145033 11.6590226 9.9330162 8.9054604 NA 7.8934878 6.8278990 10.6483754 9.3204980 11.4917340 9.2596157 7.7054154 10.2250020 6.0163448 2.9865930 7.1020744 2.9865930 3.2089854 4.7939531 3.2089854 8.9676888 5.3558303 8.5815437 9.9959595 8.3030446 2.7235586 10.8814151 10.2949364 10.8579892 12.2926590 7.1960503 7.8948499 5.0292408 10.7602860 10.5926940 11.1829945 9.4730971 11.0328119 0.4016305 8.8974897 NA 10.5939276 8.1764220 9.4514833 10.5840291 11.4329914 12.7649483 0.4016305 9.9847175 10.4784504 NA 3.4016305 6.4016356 NA NA 6.2596152 7.7145175 13.8496220 9.9291118 7.1431015 9.3264472 10.3703016 11.2696856 8.5765603 8.7964404 9.7569859 4.4016373 2.7235586 9.6110881 9.0163448 6.9562240 5.8610670 11.4697413 9.9714904 10.2329420 9.3175141 6.4890981 10.9884746 6.8773688 4.3085283 11.0846294 0.00118800 0.00056000 0.00513590 0.00444110 0.06938200 -0.00391370 -0.00021248 -0.00857660 -0.00263220 -0.00263220 -0.00263220 -0.00263220 0.00346870 0.00118800 0.00056000 0.00402430 -0.12655000 -0.13103000 -0.13103000 -0.05842300 -0.05842300 0.00055459 0.00277450 -0.00567570 0.00013863 0.00013863 -0.00857660 0.00000000 -0.00148520 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.619592 11.696256 6.793952 9.709974 8.095122 10.139727 2.401630 6.308525 9.770141 7.979064 13.711537 9.180172 12.042783 8.656475 7.301536 7.844578 9.166506 6.182994 10.050891 10.762482 7.917334 8.210470 10.305381 6.630454 6.332371 10.989412 11.522521 10.387477 10.016345 NA 8.384628 5.259615 9.407259 11.752022 11.421920 9.326447 9.946599 6.956224 9.440554 7.869240 8.936910 10.149828 9.689347 5.611087 7.940793 5.759188 13.363989 10.785339 12.403043 9.069208 11.716784 10.786419 13.384807 10.974335 13.296263 10.796097 4.489100 11.692230 8.728064 10.844578 8.802514 8.066971 8.001548 10.638845 11.557086 11.272770 4.723564 7.714518 14.089498 10.236106 11.766317 7.045491 8.741485 1.986593 10.471756 1.401630 12.506234 11.077521 10.095122 10.9133875 10.8067763 5.7591878 6.6495623 9.0526865 9.3264472 7.8934878 11.4418218 3.5715555 12.6625543 11.5443801 10.5036105 7.8559754 9.6037586 6.4240033 NA 10.3115279 7.8278997 8.9714904 9.8954903 12.6147390 12.5799884 11.4170498 3.5715555 9.0598463 6.5715600 8.8236997 12.1984856 9.4514833 6.4890981 10.2735400 8.5513818 5.4016339 9.3817744 5.6110868 11.0309914 10.3338496 0.4016305 12.5892962 12.9153624 9.9173346 10.2250020 6.8445777 11.0418797 11.3390086 12.5588080 10.5911629 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 2 2 2 3 3 4 3 1 4 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.7065118 10.6349882 11.1162394 5.7364128 3.1008263 10.4777250 8.6593762 NA 3.0049687 5.3702864 8.4072117 10.2422017 4.9081788 8.5017039 11.6284410 13.2180964 6.1072506 10.3819265 12.6843773 3.3809372 9.5573255 7.1545559 10.7197342 10.5765578 8.7732497 7.4381273 5.7028598 8.7123760 9.9476580 12.8221067 8.3587914 2.4633870 NA NA 10.4371715 9.1722867 4.7528984 7.0042755 4.8170297 9.2664492 9.5909590 10.5147545 7.9747077 1.2934882 10.7653987 9.8604748 4.1008263 10.6663345 -0.1215493 10.0179833 NA 9.6322059 10.7382255 3.2003631 10.6844444 10.8849918 7.7405525 -1.7065118 9.5924198 11.6860552 8.6969397 9.0162771 4.1008263 2.1008095 11.7121127 9.0959858 10.9104777 -1.7065118 5.4227510 10.2368047 1.6154163 8.6890035 4.3809303 3.4227578 8.7101721 13.6486140 10.9054164 11.3397409 10.0862598 15.4892357 NA 7.5555646 9.4633944 6.3213762 6.5695944 7.3074895 10.0345151 3.1085245 11.3807665 11.9334884 10.2179108 3.2934735 -1.7065118 NA 10.4036265 10.0340935 8.8326283 8.9982378 10.5634727 10.5923912 8.8199686 12.5885926 2.9939098 0.2934882 8.4006865 11.0909283 8.0633072 9.4150029 9.8297167 NA 3.4227578 6.4683943 4.7197365 9.9359229 6.9658951 11.4460712 9.1192234 -1.7065118 7.0179831 NA 9.6210222 9.3642612 10.5808933 7.6466163 9.3862266 8.2003602 8.3460376 11.4232354 9.1806902 1.2934882 6.3541647 9.3974128 8.4201737 0.8784507 NA 9.1890447 10.3957733 9.8523685 9.3268926 10.3168773 10.0537736 11.0813720 3.6153928 10.1947135 5.2592537 9.8604748 4.0213909 9.7113220 0.6154163 NA NA 13.5312769 6.4633952 3.2476693 0.8784507 9.1958446 4.0483583 5.7197338 10.4438514 11.0173437 9.3649317 10.6438562 11.0966137 11.8823012 8.9614679 8.3555154 7.3487521 10.9936924 10.8131253 -0.7065118 5.0213909 -0.1215493 -1.7065118 10.0558515 NA 10.2714648 8.6310912 10.0440215 1.6154163 2.8784311 2.4633870 9.5437679 12.6779834 9.2821541 9.3993779 4.1263617 9.8403639 12.7013347 10.6943489 10.1334014 2.8406646 10.2389133 10.3742869 11.3382050 9.8803092 6.6597919 8.7207822 10.0115742 -0.1215493 5.0616552 4.4633936 10.5150566 7.4201741 10.7023298 2.7698564 7.8602657 0.8784507 11.2482110 7.4533406 11.0705192 1.2934882 10.9321316 9.9773413 12.2694069 10.1742009 9.5502679 -0.1215493 10.0281790 7.5150564 10.2920599 10.2821541 10.8993216 9.7002060 8.6932813 10.8133514 3.5413909 -0.1215493 11.4294993 -0.1215493 0.6154163 2.1008095 0.2934882 10.4652717 0.2934882 8.7144822 10.9170195 6.8943485 0.6154163 11.7280977 10.9771220 10.4539712 11.7860738 9.0264847 7.5461351 5.2571766 10.1599756 12.7813723 11.3426373 9.5126380 9.5938221 6.9264644 8.7963012 NA 10.6131415 7.5174710 10.7031255 10.3286122 12.0716493 11.4282166 2.2003474 5.7610751 10.2411064 NA 2.7528984 5.1008263 1.2934882 -0.7065118 6.5695944 8.2271601 12.6917455 9.2041720 8.9463145 11.0319840 9.0830030 12.5289602 10.3822576 10.1059156 10.1553318 2.7528984 2.3809233 10.2074807 9.7529011 6.5318742 1.2934882 11.3762838 9.5724996 10.6714933 9.8442163 7.8012641 9.8933822 7.1483383 4.5681051 9.9291875 -0.2399300 -0.2392400 0.0788070 -0.2146600 0.0647970 -0.2436300 0.5780900 0.0319990 0.0000000 -0.0154290 -0.0154290 -0.0212350 -0.1400200 -0.2263800 -0.2392400 0.0299660 0.0546930 0.0597250 0.0597250 0.0597250 0.0788070 -0.2146600 -0.2054800 0.0192230 -0.2111900 -0.2111900 0.0319990 -0.2003700 -0.0015243 0.000 0.000 0.000 0.000 0.573 0.573 -0.200 0.000 -0.249 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 0.251 0.462 0.000 0.000 0.000 0.000 0.000 0.000 0.573 0.573 -0.200 0.000 -0.249 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 0.251 0.462 0.000 0.000 7.100824 11.281089 5.212332 11.601097 12.194996 11.729660 1.100843 6.055020 6.107251 8.875611 14.930335 10.374144 11.433820 6.388656 8.016397 8.923737 10.434938 4.615399 10.305395 7.290649 9.244025 8.698515 10.649456 6.176113 7.759036 10.366942 13.150138 10.547317 10.058341 NA 8.974708 6.976464 9.727576 11.199044 10.594394 6.326893 10.268243 7.185253 11.080352 8.619899 8.055020 11.429820 8.517471 3.817030 6.756994 8.121606 15.019927 9.069080 12.120812 5.933570 6.364931 12.554536 12.117732 11.275393 14.038881 10.039564 4.719737 11.248393 7.789324 11.082799 10.431101 9.399378 8.472134 10.438446 11.256365 13.517131 7.078104 10.382258 14.170340 10.401340 10.210842 6.176113 4.126362 2.541391 11.504293 1.993892 14.320447 11.128278 10.384905 11.6284410 10.7197342 7.9427256 0.8784507 8.6499215 9.4539712 12.3852354 12.9551240 2.2003474 12.5166416 11.3445084 8.0332501 7.8368299 10.0793305 1.1008431 -0.1215493 9.9400281 7.1973514 10.7810583 9.8213521 11.4492364 12.6877982 9.1860122 -0.7065118 7.4832942 9.1255682 9.8204576 9.4851456 9.1128502 5.0878871 10.8711343 4.8480570 0.8784507 10.2714648 1.4634132 10.7023298 10.2414716 8.4758639 12.8798401 12.6977462 10.8231440 10.8133514 7.7384841 11.3583806 10.4860705 10.9945917 9.5860558 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 2 2 4 3 1 6 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.1616533 10.4287799 11.1923045 7.4399638 1.4231479 9.1038079 11.3666141 -2.1616533 3.5080736 4.7807090 8.1316646 8.0646054 5.3057991 7.6821140 10.7633765 11.9165105 6.7748305 10.4833807 11.8041575 2.9256577 8.7124059 7.3380384 10.9558360 10.9418086 8.6891611 9.8836113 7.0327533 8.3169625 9.5720556 12.0069583 8.1505881 4.3927845 NA -1.1616533 9.3749258 9.8357253 3.6710782 7.5194310 3.9674730 9.3937407 9.2586796 11.4625315 8.4739111 0.4232016 11.3092330 10.5227224 4.2644614 10.4021041 0.4232016 11.0795802 NA 9.6467549 10.8963538 3.7923869 11.3774729 10.0470369 7.9739022 -0.1438509 10.9210239 10.0713212 9.0075417 8.4061489 9.3860515 0.1601457 10.5329861 8.2401392 9.8577837 NA 5.2811381 10.0935166 1.7450652 9.1522095 10.7775885 3.0081104 10.4249905 11.6129800 9.6407093 10.8118903 8.9276435 15.5498330 -2.1616533 8.9170110 8.5989130 5.4004355 7.8948305 6.9853980 9.7454592 2.3223320 11.9001547 10.7104830 10.1043938 1.2976023 2.9674822 2.9674822 10.1345355 9.8071908 8.7872901 7.9777441 10.2978807 9.8924581 7.3360450 13.7807303 2.2976316 -0.1618146 1.1601457 10.4049605 7.7630052 9.6187327 9.9457369 -1.1616533 NA 7.1869214 6.2976243 10.7175483 9.4834010 11.7927528 8.2240552 0.1601457 5.0378654 0.1601457 9.6358545 8.4240945 11.0019998 4.7330126 12.0573614 9.4482950 7.7938426 11.0458174 9.1640604 -0.1618146 6.4269071 8.4693699 10.3415218 1.1601457 6.5281915 9.7821728 10.3335483 10.5517942 8.4711883 10.9866695 9.6647415 10.4876737 6.5106186 9.3474730 6.6195524 8.9830295 4.6455460 10.3666470 7.9545372 0.1601457 0.1601457 13.5317343 7.2110580 3.3300420 1.4231479 9.6403053 4.4080461 6.4928290 8.0439864 11.1061500 10.3042694 13.3887293 12.0724280 11.2076539 7.9069711 9.5817651 12.5962599 11.0824081 9.4672946 1.5386375 7.6599666 -2.1616533 NA 10.0828541 5.0573593 10.6183225 7.7008302 9.1931749 4.2976243 6.2976243 7.6358545 8.1979425 10.9774245 11.4048416 9.6330148 6.0718120 9.8226113 12.8036165 10.2096973 9.3577752 8.0110707 9.4919336 10.5044169 11.9036091 9.8518646 10.0552419 10.9408248 12.0443679 0.1601457 5.8716170 7.7465855 10.7170102 8.7054717 8.6063771 12.7566337 6.7615499 1.7450652 10.4563490 9.4923814 11.4821618 6.6390932 10.3217568 10.9485131 11.7552852 10.4420511 8.2602576 -2.1616533 9.3990034 8.2955738 9.5618538 8.8154730 10.6516415 9.0902670 7.9713349 11.2461245 7.8039774 3.5661089 8.0500810 2.4820480 0.8381854 9.9219980 3.4528985 11.4901415 1.1601457 6.8934751 9.9083138 9.7238932 1.0081283 11.2679920 10.4820491 11.0774931 11.8243016 10.4822745 8.9997971 5.2912978 10.1849837 8.8226113 10.6463527 10.1328137 10.4452920 3.3300420 8.3734681 -0.1618146 10.7616114 9.3489572 9.4376410 9.6770029 13.5086832 13.0824081 5.2305105 10.0768961 10.4236226 -0.5769059 1.8381854 6.8010888 0.8381854 NA 7.6080308 8.6487645 13.9631623 11.0410820 9.1572891 10.1055648 9.8462714 12.2318515 9.9677979 9.3234739 11.1517846 4.1419722 3.8825844 9.9398404 9.2353326 7.6487645 7.2497042 11.2307787 10.1824888 11.4744777 9.0922117 5.6260945 10.1592755 7.8895107 5.8902181 9.6207818 -0.476150 -0.476150 0.283900 0.032775 0.089561 0.025531 -0.243020 -0.442970 -0.268790 -0.268790 -0.214790 -0.093139 -0.468440 -0.476150 -0.476150 -0.580110 0.283900 0.283900 0.283900 0.283900 0.283900 0.032775 -0.441060 -0.439820 0.069956 0.069956 -0.378080 -0.545120 0.264510 -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 -0.481 -0.481 0.284 0.284 0.000 0.000 0.000 0.000 -0.447 -0.447 0.000 0.000 -0.440 -0.243 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 -0.481 -0.481 0.284 0.284 0.000 0.000 0.000 0.000 -0.447 -0.447 0.000 0.000 -0.440 -0.243 0.000 0.000 -0.122 0.000 7.567814 11.715381 3.047643 10.957458 8.714710 7.663152 3.696172 9.532115 7.741110 8.641517 14.410730 8.554953 10.981417 8.113176 8.113770 8.822611 10.899227 7.822612 10.518772 10.695396 9.024926 9.228378 10.316401 7.752578 8.782173 10.003414 12.025545 9.9815761 9.8951693 0.4232016 8.9143406 7.9441012 9.8438174 11.2825608 10.7698538 7.3459880 10.1405462 7.6946184 10.4558899 7.9917452 8.3860513 10.3158273 9.0005843 8.7600339 8.1780428 7.5299365 13.0555448 9.8550013 12.3449964 5.3749456 11.9024304 9.5537260 14.5327821 11.1738624 13.3142429 10.7231266 3.7689253 10.7443319 8.8388973 11.3973310 10.4508311 9.6330148 9.3966136 9.5695120 11.2019170 12.1414029 4.3459853 8.1880270 13.6066541 10.9838067 10.7219817 4.8268789 8.4757233 1.0081283 11.7161480 -2.1616533 12.4263805 11.1738010 10.7652301 10.7633765 10.9558360 6.8268777 10.9879400 9.1663067 10.1394032 7.8211866 13.2653849 1.5386375 12.7154771 11.3251536 8.5429610 7.6843882 10.7006366 0.1601457 4.8934739 11.3435083 10.7377386 11.0880471 10.1784353 11.3856900 11.9797413 8.2412048 NA 10.8771119 8.8819038 10.1604028 10.6754266 9.4779859 5.3927811 10.0561506 5.1419722 5.4892443 10.6183225 8.3350468 8.6063771 10.2631465 4.5661149 12.1887178 13.2163523 10.5010838 11.2461245 8.5070779 11.9255729 10.7911162 9.6750322 9.7870493 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 5 3 3 4 1 1 4 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 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 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 5 0 0 0 0 0 5.895622e-07 2.080808e-07 0.52306006 10.50695722 9.87247912 7.64540986 3.39748811 9.97216217 10.41790197 0.52306006 3.97938518 4.49264155 7.73895086 9.71283803 5.77094002 7.56740779 10.85019192 12.68435540 8.36431591 10.11733817 11.74621080 3.18597752 10.34106309 7.95764186 10.30982772 10.37424204 9.54074994 9.04395961 7.78667411 8.42990422 8.89515294 14.38319524 8.39842520 6.45375132 -0.06190244 NA 10.03805627 9.79758582 4.10797236 7.25093411 4.18597752 11.61533022 9.66937000 9.98517493 8.39953044 -1.06190244 11.90257240 9.78275681 7.68288506 11.37866069 4.61047566 11.19720582 0.93802226 9.39645772 10.85206237 4.79603182 11.48373951 11.04788167 7.49647194 -0.06190244 10.37059293 10.54296094 9.42085900 7.96319087 7.17167121 1.74540946 10.10170076 8.82527174 10.82031197 0.52306006 6.72595378 10.24525190 3.98244605 9.30546580 9.48687302 6.10797655 11.23022025 13.17891688 9.82831534 11.26784739 10.26223159 15.65983113 1.25996542 8.08525574 10.14811351 4.63849094 7.20014630 8.10044211 9.59268707 3.16301561 11.08970185 11.23840360 10.51547987 7.58190707 1.93805991 1.52300986 9.98585659 9.12416526 8.40157543 8.73084134 10.03410729 10.21068084 6.93240493 14.18230336 6.35590428 -1.06190244 1.93805991 10.66000463 7.16687007 8.60870725 10.76539377 0.52306006 NA 8.78040131 7.77747561 10.91771556 9.10546909 11.29889809 8.83286882 -0.06190244 8.42589103 2.74540946 9.38513418 8.29999465 10.07760245 6.56010351 9.74701523 9.08525601 8.34106287 10.83665240 8.39748255 3.33037196 6.75183190 6.37267878 8.40972611 6.46943181 NA 9.38203062 9.62630132 9.85243619 8.51359023 9.19779439 9.70954051 10.93240449 2.74540946 9.96940768 8.42186664 8.75835782 4.06733755 9.76062182 3.58190556 0.52306006 6.37267878 13.86174992 4.61047566 6.47720941 9.89224742 10.02882508 4.93805050 6.88641846 11.62761231 10.44584566 10.04068288 10.52348306 10.99739552 11.24126097 9.45572052 10.45522826 10.35484860 11.25828748 10.35744248 2.84494800 3.79603701 0.52306006 NA 10.23496720 8.61047640 9.45572052 7.88349497 9.84132280 10.98789958 5.14750615 7.50410471 7.44584586 12.30122758 9.05179324 8.50410511 4.14750208 10.47672494 13.52776069 12.13311559 9.82070934 2.18142064 10.55184051 9.68372540 12.25220940 9.53703393 8.82527174 9.54260417 9.24525178 9.93452446 3.10797236 7.86582914 7.85691413 7.87763015 10.97765558 8.77626227 6.93246163 3.93805050 11.42362880 8.36011579 10.51547987 6.17645642 10.12230659 10.11110345 11.50315312 10.35062089 8.07504213 1.25996542 8.83589661 6.60338748 10.19130762 9.07247726 10.88126549 9.50695712 7.75822988 9.89442718 8.02816356 3.10797236 5.46161368 1.74540946 3.33037196 3.46160714 5.34744243 9.95416286 6.47720941 7.81763413 10.35739508 6.85840379 1.25996542 11.00313052 10.68372540 10.92709067 11.10107170 8.06475570 7.93458078 6.07545134 10.87946547 11.83986073 11.04886058 9.77725482 10.54861454 NA 8.66426914 NA 10.13219226 8.32391359 9.77725482 10.06023198 13.83915362 13.69861506 3.69294044 10.54074994 10.57603437 NA 5.25998048 8.17015992 2.10798910 NA 6.17645642 7.48494531 13.65245756 9.90167681 7.16205290 8.93098949 9.37163640 12.09697623 8.33893066 9.15910640 10.60071939 5.20483716 2.84494800 10.86137852 8.89660366 7.05699205 8.38513418 11.28290169 9.41682075 10.95137368 9.08687079 8.33251371 10.64885745 7.12787570 4.97938061 11.34531880 0.01944800 0.01944800 0.05209900 0.00041593 0.11638000 0.09594400 -0.02944800 -0.06303200 -0.00926660 -0.00926660 -0.00926660 -0.01479900 -0.11486000 0.01944800 0.10293000 -0.03814500 0.70851000 -0.08166100 -0.08166100 -0.08166100 -0.08166100 0.00041593 -0.08979800 -0.09757300 -0.07013500 -0.07013500 -0.06303200 -0.09775900 0.00000000 0.000 0.000 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 10.579200 11.959552 9.732467 10.566497 9.392350 11.131576 3.025507 5.067333 8.197794 6.453751 14.311596 9.579452 12.097292 9.867768 7.562298 7.880566 10.145065 6.844942 10.212429 11.868788 8.275673 8.787159 10.718587 6.993334 6.770941 11.350092 12.671066 10.37995771 10.00481302 0.52306006 8.45375090 6.39748297 9.95764172 11.16717023 11.26728677 10.03212868 10.09350181 6.92104471 10.14262212 7.54167745 7.90383546 10.34425607 7.42990381 8.65057789 8.33465587 7.60693592 13.39402033 9.36431569 12.55804169 7.08688353 11.38616735 10.95311759 14.62990358 11.46626096 13.33251373 10.66085858 3.33037196 11.01853549 9.47526934 11.27427861 8.61224338 8.50410511 8.77567908 10.68959506 11.63219122 11.34796960 4.89224529 6.65914964 14.24671252 10.91174842 10.40055330 7.18597851 9.43988822 NA 10.62848555 -0.06190244 13.29312678 11.25966913 10.28290169 10.850192 10.309828 6.437897 6.107977 8.864347 9.518310 7.492640 12.423493 2.938060 12.519840 12.290370 8.819165 8.193741 10.238975 4.938050 NA 10.299995 7.372680 9.692103 9.575337 12.280126 12.683620 12.049839 2.259965 9.400553 7.137724 9.358011 10.218822 8.943676 4.719413 10.798750 6.036083 6.380994 9.455721 4.745404 10.977656 10.680360 1.259965 12.414164 13.436963 10.405657 9.894427 8.900947 11.553681 11.921757 11.215411 9.727259 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 3 5 2 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 10.1738002 7.3362664 -1.2229696 2.5679591 5.5716101 8.2670432 9.5195049 4.2034596 8.4407537 10.9167468 12.0680783 10.3293842 11.0307475 12.0985599 5.4065537 9.2889482 8.2770414 9.9969690 10.7016368 8.8620037 7.9090524 7.8646585 8.4828277 9.0706671 12.1494865 8.2545893 6.2928958 -1.2229696 NA 10.5703923 10.0631756 5.0991226 7.3356163 3.4776385 8.4318314 9.7094102 10.8853932 8.0439820 2.5845537 10.9294803 9.5017092 8.3845256 10.8095856 6.3240905 11.1067115 NA 8.7842226 10.8706130 1.9471051 10.7516100 10.1865864 8.0855346 2.7798900 10.4741282 10.8580762 9.0005094 8.0718163 5.3919052 -1.2229696 9.9122633 8.5941790 10.6986645 1.0990932 6.8378915 9.1812725 2.9471238 10.3163543 10.1748700 3.6840894 11.2993454 10.0752580 9.9218537 11.2201389 10.1385910 16.3340083 NA 8.0251229 10.7105173 4.9269435 6.8486580 8.2263443 6.1695122 2.3907227 11.2126053 11.6908329 9.6437016 9.7444217 1.0990932 0.3621051 9.6382824 8.5017094 7.8432848 7.4636960 9.9013168 10.2013617 7.0392898 13.9362389 1.5845296 NA 3.3007534 10.5837451 7.9269423 8.5973744 10.6941945 1.0990932 NA 9.2376514 7.4671931 11.7499994 6.0625967 11.4120065 8.4948720 -1.2229696 3.2366304 -0.2228012 11.8508350 8.7138333 9.9218537 4.0251263 9.2045083 9.1533207 7.8566801 11.7231879 9.3696525 2.9471238 8.2407198 4.5051160 8.4706825 0.7771988 NA 8.5797119 10.2340632 10.6409946 8.7357483 9.1834004 9.4192471 10.4456372 2.7771988 9.9122633 8.0991237 9.4506636 4.0251263 10.0203694 4.7313896 -1.2229696 8.4407537 14.1816385 3.5320800 8.9878668 11.8373847 8.9744120 3.8215878 6.9320139 10.9918181 10.9405306 10.2584903 11.4785019 11.5550548 10.8026811 9.5245494 8.3900640 10.5038394 10.8082073 8.9693526 4.7544760 5.6351768 NA NA 9.2478544 9.7616139 9.0923449 8.1844633 9.4787878 6.4065520 5.3007571 9.2263440 6.3546249 12.8621699 9.5764770 8.8817943 5.7884221 11.2402088 11.8813027 10.9380123 8.8167040 2.2982477 10.0826873 10.0996869 11.7014512 9.1950481 10.4854172 9.3630968 9.7357481 8.6053321 1.7771988 8.8392416 6.8215891 7.6537121 11.0033065 12.1113486 9.0061824 4.9064770 11.3168389 9.0568060 10.7057138 8.2710507 10.1775413 9.7967862 12.2818903 9.7891215 7.5287393 -1.2229696 8.5169760 7.0439820 9.9502479 9.3260173 11.0064889 9.0024030 7.5780956 9.7750805 8.9890836 2.4776255 7.1036246 4.9866476 2.6281903 3.4210482 2.2366151 10.4420872 6.6720137 6.2284070 10.0439820 7.0866713 1.0990932 11.1005317 10.3822119 11.3329828 11.8126819 8.2529289 9.4219531 6.5137323 10.4513877 10.9297972 10.6452463 9.9116218 11.2735499 NA 7.9719522 -1.2229696 10.0815468 9.3630968 9.0602839 9.8719330 13.3770502 13.2552698 0.7771988 10.4151787 9.7870241 NA 2.7771988 7.6271946 -0.2228012 0.3621051 7.4880016 7.8857202 14.5075064 10.6908628 7.9546151 9.2448010 9.7729626 11.5865616 8.4689388 8.8830648 10.8002567 2.0991269 1.0990932 9.7197100 9.3105251 7.4460800 3.2366304 11.4420871 9.3928251 10.8280644 9.8875614 6.5716116 10.6199386 7.3696523 4.7190082 10.0203694 0.00889200 0.01014600 0.03031000 -0.00885260 0.37775000 0.00000000 -0.00338570 -0.01835300 -0.00836430 -0.00330390 -0.00330390 -0.00277070 0.00889200 0.00889200 -0.00062533 0.01502800 -0.38369000 -0.38369000 0.02791900 0.02639200 0.02639200 -0.00885260 -0.01354000 -0.02411400 -0.03387600 -0.03387600 -0.01945200 -0.01354000 -0.04441500 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.468939 11.482612 11.959279 10.786674 8.816115 12.063320 3.025117 3.236630 7.805102 5.449621 11.794700 9.233047 7.067214 9.082984 7.942203 8.515288 10.515710 5.331784 10.221693 11.358396 8.470682 8.768051 9.913770 8.246837 6.869953 11.646211 13.847778 10.193993 10.095738 -1.222970 8.103625 7.288948 10.212345 10.511905 11.104467 8.493157 9.875886 7.880484 9.316354 7.431832 8.837891 10.416084 7.324090 5.558555 8.859344 8.719710 13.725061 10.613640 12.840591 7.713657 9.841264 12.405983 15.181389 11.616005 14.343517 10.760189 2.864652 11.161709 9.434514 10.737197 8.584550 8.881794 8.973183 10.251408 10.977481 11.453150 4.099127 6.684087 14.473807 11.140509 10.062598 7.380822 8.887026 NA 10.940216 -1.222970 12.764548 11.408563 10.808552 10.9167468 9.9969690 6.5585554 8.0764036 8.7995633 8.9927285 7.0156002 12.2745034 2.8646517 14.1178453 12.3573362 8.4982948 9.3859862 10.1369450 6.0900785 NA 9.0439820 7.8646585 9.9129048 9.8412645 11.3616882 11.7244671 10.6510241 0.7771988 10.8938643 8.3182920 9.1025009 11.3997049 9.8646583 5.0439831 9.9218537 8.7884227 8.0878081 9.0923449 3.9064770 11.0033065 10.9685631 NA 13.0208901 12.5996667 10.5519825 9.7750805 7.6840858 11.1881767 10.9839046 12.1692780 11.3041592 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 1 3 5 3 1 4 1 1 NA NA 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.283165e-06 1.734007e-07 NA 10.6681267 10.0522437 7.9284544 9.4088732 10.0187034 10.9144620 -1.3913800 3.0695303 5.7787080 8.2105530 10.3991307 6.6255905 8.3434918 11.3044455 12.3390400 6.5276459 10.8369996 11.9804227 3.1937402 9.9541874 6.2812068 10.5231673 10.7425666 8.6869329 8.7212216 10.3889118 8.8471870 9.0620529 13.9979809 8.2282684 6.3569748 NA -1.3913800 10.3426450 9.9935660 4.4416694 7.4791473 4.6087797 8.7899346 9.4456216 10.1772133 6.4667625 0.9306995 11.3411616 9.8072272 8.3092221 11.0610234 7.5276451 11.8716111 0.6088092 8.5860621 11.2147246 3.5629750 11.3697100 10.4325474 7.6802449 0.9306995 10.2780260 10.2279201 8.9589479 7.9171214 10.4737421 0.9306995 10.5250349 9.1460006 10.0192335 1.9306995 6.0763881 9.6394492 6.0845150 9.6524931 12.4886526 6.0010996 13.0113147 12.1775696 10.1951529 11.0029769 9.9973377 16.1666048 1.4161371 8.7329034 8.1805348 5.0350476 7.4193535 7.4064440 10.2358600 1.7097759 11.0850221 11.2056708 10.5141692 6.4791465 1.1937717 0.9306995 9.7035197 9.5846302 8.0139239 8.2399593 9.6962450 9.8930280 7.5306233 12.8294628 0.9306995 -1.3913800 5.3092235 10.3031401 7.7610672 9.1116141 10.6137049 NA NA 10.7862017 7.7146906 11.3336648 8.7068144 10.8246185 8.0620526 NA 9.1585668 0.9306995 9.4353306 8.4385049 10.3889118 3.8567069 10.2714505 8.3109549 8.2381386 11.1038877 9.2979065 5.4289597 7.7068144 6.2012398 8.3552965 2.6962387 NA 9.0010996 9.3527751 9.7899344 8.4605313 10.7248012 9.5824796 10.4400895 3.8567069 9.6995563 7.2417773 8.7975565 3.8182370 10.5321096 0.1937087 -0.3911908 5.9216648 13.4984763 7.6059617 3.0010996 4.3636687 8.8459921 5.2812086 6.2526389 11.1576041 10.9957224 10.0085942 11.1578448 11.4218900 10.5999497 9.8738112 7.7787073 10.5028420 10.5914193 9.2669043 5.1633699 2.1937402 -1.3913800 NA 10.3880911 9.3434918 10.0021727 7.5156730 9.7245931 2.0682237 7.7961344 9.4072540 7.4161371 11.9959918 8.9430554 9.3298813 8.6559060 12.1467286 14.0483534 11.5363750 8.9995745 3.5768728 9.7705440 9.7862017 11.1643300 9.7743173 9.8309734 9.3443383 9.3536160 6.0434101 4.1006329 7.9102782 9.3744827 9.6955819 11.4574051 5.9133849 6.9850814 4.9307090 11.5955131 8.5126642 11.3913709 8.5350782 10.2834159 9.9508568 11.7958249 10.0646231 8.3819214 NA 9.2133354 7.6172110 9.4112985 8.0723068 10.9001688 8.8194536 8.4432531 10.6765527 8.0723068 4.5156746 8.9870769 3.8567069 4.4801358 4.4416694 5.1165769 10.2589364 6.3161421 7.9597215 10.7192884 6.9674338 0.6088092 10.9399791 10.6020744 11.0237316 11.5295072 8.1956222 8.9869362 5.0338723 11.0347848 12.1011361 10.3831575 10.1411381 11.9121349 NA 8.4400893 NA 10.1140976 8.8999529 9.0845156 9.8578956 13.1145317 13.6741563 2.4161371 10.9791972 10.3715794 -1.3913800 4.1633699 7.4490562 0.9306995 NA 7.9148437 7.8231016 14.5290653 9.5630221 8.8999529 9.8697018 9.3066186 12.7654183 9.1175673 9.1019071 10.8717579 0.6088092 2.8567069 9.4040101 9.1556766 7.9419373 9.0032449 11.4239653 9.6795740 11.1873907 10.0335626 8.3686706 11.4367203 6.5745663 4.6551400 9.9989511 0.00277450 0.00277450 0.03045100 -0.00912860 0.30753000 0.01726400 0.39274000 -0.00166290 -0.00857660 -0.00857660 -0.00857660 -0.01200800 0.00086824 0.00086824 0.00277450 -0.35305000 -0.35897000 -0.35981000 -0.35981000 -0.35981000 -0.35981000 -0.00912860 -0.01532900 -0.37200000 -0.01532900 -0.01532900 -0.00166290 0.00041593 -0.19237000 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 10.659991 11.666943 7.227167 10.392190 10.326459 11.988702 4.798605 3.466758 7.469869 6.491425 14.476109 9.373098 12.897072 11.079716 8.322821 8.404822 10.555323 7.051726 11.038973 11.087046 8.201239 8.917724 9.833073 7.506627 6.727723 11.010195 12.355821 10.8558196 10.4365219 0.1937087 8.9630316 7.3736534 9.9778341 10.3552965 11.2510596 9.7048384 10.0318981 7.9967994 10.7341957 7.9946448 7.4542721 9.5889218 6.6311494 9.8121301 9.0661629 7.8109058 13.1797645 9.7849554 13.9272897 7.1684274 11.4642347 10.6909312 15.5245449 12.5752877 13.3835692 11.4385049 2.8567069 11.0953658 10.0043163 11.2059036 9.1421119 9.3298813 8.9608256 10.0687260 10.7084588 11.9512666 5.0181712 7.3536162 13.7837402 10.8093743 10.0181732 7.4914250 9.6276778 NA 11.1271895 0.1937087 12.8977203 11.9757832 11.0532795 11.3044455 10.5231673 6.9352122 5.8941848 8.3819214 9.6290677 7.0804573 13.0928895 2.6962387 12.5522128 13.6191355 8.8084546 8.3672885 9.5231673 3.8567069 -0.3911908 10.3815091 8.1046370 9.8555227 10.1527807 11.0941084 11.7782375 12.1188045 1.6087619 9.4721941 7.0434101 9.2463128 10.9832783 9.9935660 4.1323465 10.3930080 6.8231010 6.4479858 10.0021727 6.6311494 11.4574051 11.2557909 3.2526427 12.5662470 12.5649768 10.1190519 10.6765527 7.6339216 10.4542722 10.7692840 11.0668888 11.6069125 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 1 1 1 3 1 1 2 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 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10.192942 10.6469646 10.3702991 5.5433257 6.7344685 8.6698594 8.7370986 6.0627003 12.1055491 2.4437923 14.2208705 13.0607339 7.5312543 7.1274073 10.2232762 5.4944188 1.9583601 9.4756402 5.8652557 9.5388115 8.9807322 11.2986597 10.4227061 11.0260677 0.6364506 10.4542195 7.2363491 9.0244538 11.0637492 8.7449610 7.3913235 10.0168974 5.6588056 5.8063602 8.9287579 4.7238971 10.9102320 10.0574493 NA 12.6206768 12.8557562 10.3394748 9.9413581 8.0710649 10.9481847 9.9172072 11.9439930 9.3661930 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 3 6 2 2 3 2 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.4116703 11.1688074 11.7993269 9.0849253 11.7311341 12.3255713 6.8609231 9.8981958 8.4383523 9.9573752 10.3758348 8.3350352 8.5262594 7.5162752 9.4139767 9.4458860 11.2895872 8.0739402 4.7089211 2.1239641 NA 10.2605218 10.0467901 5.7484478 8.7952039 3.9652579 8.3829166 10.1958671 11.6556643 6.4815105 4.2669139 10.1064762 8.8057819 7.0546955 10.6406428 6.2254967 10.5744818 -1.4611639 8.7533144 11.5603224 2.7869309 10.3523757 10.2972186 8.5488238 1.1239310 10.2104037 10.8803780 8.9850447 8.0955015 4.7288185 -1.4611639 10.2241822 9.0268355 11.0465423 -0.4609653 6.6158106 9.0116863 1.7089376 10.5888439 12.1890374 6.4458856 12.0754405 15.6012418 9.5269698 10.5724184 9.9058640 15.4535557 NA 8.6211445 9.9767474 5.3334130 7.0507476 8.7496667 7.0187755 2.9429461 11.1079016 10.8060747 9.7575587 9.0348504 5.4815088 4.8243962 10.4185786 8.2184756 7.5942776 8.8496081 9.9979146 9.9323859 7.2219901 13.1746568 3.1239641 0.8609231 7.4756329 10.7904778 7.6264581 8.0388411 10.4012453 7.5333492 -1.4611639 9.2972187 7.7940239 10.9704512 7.4608359 10.2065506 7.7605822 NA 5.5389944 NA 12.4055982 8.5018913 9.4807767 5.1088506 9.5537134 8.2787761 7.9075018 12.1261869 10.2741283 3.7869204 7.5502227 5.2394362 9.5333488 NA NA 8.8461962 9.1710817 10.2711628 8.8393481 10.6050846 9.8710320 10.1093254 3.1239641 9.8904868 7.5047801 9.5115517 3.7089156 9.8433467 6.8518789 1.1239310 7.8057819 13.6482547 3.3463471 7.4931918 12.6385898 9.0368473 3.1239641 7.1719904 10.8382034 10.9961197 9.6023904 10.8990194 12.0303387 10.5439181 9.6842907 8.3891822 9.1756199 10.7120479 8.9167591 7.4124394 5.6264596 -0.4609653 NA 9.4338133 11.1963139 9.4689934 8.2821469 9.4331387 8.7362122 6.2871878 9.5177058 6.1900479 11.6307613 10.1945262 9.0615769 7.4338133 10.7542250 11.9210790 10.7114229 9.0958176 4.7552561 10.0659835 10.4277387 11.7984444 8.9694478 10.3166617 9.7636001 8.9494468 11.0007306 5.3071808 9.2175955 6.4638072 7.9963763 10.5888439 11.5778750 8.3810787 4.4458856 11.1626483 8.9064102 11.1913923 9.0278397 10.4935553 10.4500128 12.2951347 10.0293449 7.3495670 1.5389851 9.3687182 7.5969873 9.3228122 8.7569532 11.0000297 9.1963139 7.5751694 10.1678965 8.4428772 3.5389975 7.7263476 3.6682780 1.3463613 3.3894980 1.8609231 10.0081284 6.5105395 7.2703140 10.5729414 7.3542503 -1.4611639 10.6909633 10.3297512 10.9968892 12.4150326 9.3607694 9.5725767 6.2854429 10.2420338 11.8988822 10.6769471 9.7064135 11.6564762 -0.4609653 8.3495670 0.5390347 9.6151430 8.6785466 8.7774000 9.5446198 14.5140149 13.2348761 5.5276803 9.8932448 9.9552651 -0.4609653 8.1243897 8.9886495 0.8609231 NA 8.1481740 7.8359114 14.1172796 11.4545760 8.6023904 9.4016328 9.9689251 11.5777430 8.3623625 9.5623686 11.2917942 2.1239641 4.0625535 9.7325207 9.5091012 8.1198946 4.9819394 11.3234257 10.1079015 10.9047711 10.1064191 8.2498018 10.8356249 7.0706501 5.0404366 10.3778054 -0.00373950 -0.00373950 0.00000000 -0.41267000 0.39483000 0.37528000 -0.01436600 -0.01536600 0.03467700 0.03467700 0.03467700 0.03467700 -0.00373950 -0.00373950 -0.00373950 0.35392000 -0.81178000 -0.81178000 -0.81302000 0.00000000 0.00000000 -0.41267000 0.00097064 -0.01436600 -0.39308000 -0.39308000 -0.00940460 -0.41058000 -0.00664320 0.000 0.000 0.351 0.351 0.368 0.368 0.371 0.000 0.000 0.000 0.000 0.000 0.000 0.400 0.400 0.343 0.343 0.000 0.000 0.000 0.000 -0.413 0.000 0.362 0.362 -0.812 0.000 -0.413 -0.413 0.395 0.395 0.000 0.000 0.375 0.375 0.000 0.000 -0.393 -0.393 0.000 0.000 0.000 0.000 0.351 0.351 0.368 0.368 0.371 0.000 0.000 0.000 0.000 0.000 0.000 0.400 0.400 0.343 0.343 0.000 0.000 0.000 0.000 -0.413 0.000 0.362 0.362 -0.812 0.000 -0.413 -0.413 0.395 0.395 0.000 0.000 0.375 0.375 0.000 0.000 -0.393 -0.393 0.000 0.000 10.749362 11.632908 11.523770 10.330972 9.701387 11.337265 4.896548 1.538985 7.491387 4.626457 12.543830 8.443720 10.259667 10.136717 7.834994 9.240302 11.082752 7.082028 10.873548 10.186903 8.220234 8.407324 9.641542 7.898745 6.990206 10.836485 14.455924 9.712672 10.326490 2.445886 9.311310 8.018775 9.869352 9.961586 11.612802 8.798739 10.305110 8.032851 9.215834 8.074271 7.683654 9.413977 4.998426 6.085890 8.453381 9.633073 13.339188 10.472317 12.276137 8.144419 6.944137 13.039028 16.219259 11.844202 13.336961 10.974405 2.123964 11.300339 10.860923 10.558934 8.547424 9.061577 9.457113 10.139838 10.496097 11.548990 2.626462 7.300547 14.553035 10.608109 9.854145 7.355979 9.784548 5.433814 11.741578 -1.461164 12.336252 11.371561 10.738361 11.1688074 9.9573752 6.7288198 7.5779144 8.6963423 9.0752427 6.1314516 12.5083387 2.2394286 13.2335709 11.9247230 8.2428988 9.4563452 9.8530121 3.8244013 -0.4609653 9.0586317 8.2394353 9.3252650 10.0800920 10.7505795 11.3697086 11.0298462 0.1239310 9.1463258 6.3463506 8.7869230 11.5736224 9.6855640 5.2669177 9.5212759 7.6422835 8.4277386 9.4689934 5.9398754 10.5888439 10.7010720 -0.4609653 12.8621205 12.1458632 10.2012187 10.1678965 7.0025203 10.7441777 10.3174833 11.6105851 10.3966577 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 3 2 3 3 4 3 4 4 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 7 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 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 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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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10.3538907 3.3402347 9.6175722 10.1884489 4.6993129 10.4723059 12.7386062 8.9803218 10.8149101 10.6889624 16.2946677 0.8166407 7.7679573 8.0478933 4.1020786 6.9199597 8.4587240 8.8678813 1.8166816 10.9362619 11.3402342 11.2473862 7.8334809 0.4016305 3.8610621 9.8180804 9.4405538 8.2387372 8.7130046 9.1797118 9.8881347 6.5715600 14.5028445 5.0645984 -1.1834413 0.4016305 10.2492142 7.3903195 7.7385132 11.5405465 -1.1834413 NA 7.0598463 8.2196845 12.4136889 8.7310573 11.5943386 8.9714904 NA 8.4295406 2.2761095 9.9427315 7.4165847 10.3170163 3.4016305 9.8672012 10.2250020 8.1498279 10.6013072 8.5309178 1.4016305 7.4569170 6.4460296 8.2944305 4.1386015 NA 8.5223045 8.9928455 10.3140252 8.1498279 8.7355354 9.0622251 10.7019874 4.7939531 10.1238731 6.1917127 9.9407935 3.1386015 9.6256365 3.8166714 1.9865930 6.0358416 14.6229198 5.4313823 11.3662164 8.5682165 10.4717558 4.2429378 4.6993129 10.7705050 9.6862661 9.9740193 10.1175967 11.4468006 11.3019985 7.6777591 9.9206158 9.3014953 11.8714462 10.2208293 3.1386015 4.0645984 -0.1832774 NA 10.6292508 8.2239399 8.7939521 8.5748955 8.6985661 1.9865930 4.2429378 7.8528459 7.4091295 12.4668265 9.3683805 8.6320555 4.0261272 10.7171618 13.7338579 12.9055433 9.9343154 2.2021042 10.7332982 9.8404267 12.8333935 9.3125272 9.2974624 10.5694711 9.8251009 7.9765435 -1.1834413 8.2554644 8.1764220 6.8988214 10.9300889 6.4665749 8.4200019 3.2089854 11.6035545 7.6013073 10.3175141 7.6590226 10.2796857 9.7932364 11.9864407 11.2310933 8.0951216 0.8166407 7.8692403 6.0064978 10.1261487 9.2303003 11.0227160 9.8596995 8.0717010 8.8841067 8.9120693 2.2761095 7.5547646 1.1386179 2.1385851 2.5171245 3.9041372 9.6175722 5.3402347 7.0693381 11.7297655 7.7414845 -0.1832774 10.1459081 10.2539042 10.6094626 11.0184899 7.8138517 7.1649140 5.0315761 10.5815439 10.5036105 10.8783810 9.8988213 10.0034056 -0.1832774 9.7243141 -1.1834413 9.9465993 8.7459307 10.1267170 9.4979107 12.3094018 12.8374786 1.4016305 10.6734868 10.2969576 NA 4.5026107 8.4197980 2.4016305 -0.1832774 5.3244686 7.8138517 14.0270773 10.0083732 7.7084563 8.4820081 8.9903494 11.8235243 7.1295550 9.6249045 10.9333411 6.2513006 0.4016305 10.9803220 8.6793098 7.0927962 8.0212432 11.3572847 8.8800674 11.6989332 9.0236867 8.3538905 9.9555839 5.3244686 2.2761095 12.0668226 0.095217 0.108770 0.451500 -0.262520 0.506610 0.444260 0.118140 -0.263960 0.000000 0.000000 0.000000 -0.016925 -0.055468 -0.895490 0.108770 0.094927 -0.273050 -0.271050 -0.271050 -0.271050 0.453940 -0.262520 -0.274620 -0.285600 -0.248980 -0.248980 -0.263960 -0.269410 -0.260590 -0.264 -0.264 0.000 0.000 0.425 0.425 -0.263 -0.252 -0.245 0.475 0.475 -0.212 -0.212 -0.244 -0.244 0.000 0.000 0.000 0.000 0.437 0.437 -0.249 -0.236 0.000 0.000 0.182 0.453 -0.263 -0.263 0.507 0.507 -0.268 -0.268 0.444 0.444 -0.512 0.118 -0.249 -0.249 0.000 0.000 -0.264 -0.264 0.000 0.000 0.425 0.425 -0.263 -0.252 -0.245 0.475 0.475 -0.212 -0.212 -0.244 -0.244 0.000 0.000 0.000 0.000 0.437 0.437 -0.249 -0.236 0.000 0.000 0.182 0.453 -0.263 -0.263 0.507 0.507 -0.268 -0.268 0.444 0.444 -0.512 0.118 -0.249 -0.249 0.000 0.000 8.917335 12.780833 7.355831 11.069633 9.026126 12.332865 3.276110 4.064598 7.874664 6.741485 13.548734 9.920688 12.504267 10.290454 7.202017 8.753310 11.653512 6.668421 10.310027 12.285424 8.163186 9.366139 11.723995 7.517112 7.217552 11.728064 11.822648 10.282749 9.921271 NA 8.006497 6.564866 10.283768 11.494392 10.986597 8.583201 10.158747 6.693189 9.970858 7.558139 9.117025 10.692806 5.966419 8.827900 7.506670 6.723563 13.229308 8.106691 14.066786 7.877017 11.439868 10.427697 15.195848 11.726940 13.835655 10.502735 2.276110 10.712626 8.679310 11.697786 8.881415 8.632056 9.506670 10.457821 10.633256 11.590430 4.026127 6.649562 15.127493 11.272770 9.584857 5.914703 9.187360 2.401630 11.203882 -1.183441 13.532956 10.491606 9.954304 9.7533102 10.1764219 5.7939531 5.7708687 8.9238893 9.1873597 8.7824567 12.3447515 3.2761095 12.6197944 12.5617163 8.1917117 8.5640428 10.2994803 2.9865930 -0.1832774 9.1829944 6.2761039 10.2883475 9.5428904 12.3976374 12.3275601 11.7763121 -0.1832774 9.7466703 8.5014208 9.3817744 9.9822074 8.4109969 3.1386015 10.7182935 6.9407940 5.8827604 8.7939521 4.9459541 10.9300889 10.5192779 7.1295550 12.6913655 14.0076929 10.6688116 8.8841067 8.0382595 11.7275024 11.2079159 10.7438392 10.2242109 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 3 2 3 3 5 3 2 NA NA 0 0 0 0 0 0 1 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 4 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 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15.1893420 8.1993725 7.7192854 0.4018489 NA 9.9439376 10.2845161 5.6686609 8.3647690 2.7237988 10.4004634 9.6003181 10.5554251 5.7417231 NA 10.2236470 8.0988406 8.9175729 9.1783061 5.5311569 10.0448273 0.9868114 9.2520598 11.0831114 0.9868114 9.8806427 10.2402892 7.6733359 NA 10.8673272 11.0607406 10.4089003 8.0529245 5.9717298 3.3087686 9.0725292 9.1584294 11.1113877 NA 5.8776068 9.6545385 2.4018762 11.2733933 6.0883727 3.7941871 10.3177076 10.0857449 9.3487793 11.5851983 9.5743006 16.0795927 4.8937262 7.1634243 11.3773628 4.5311569 7.5817821 7.9449047 6.2966905 1.7238206 11.3252005 11.7640909 10.7141888 9.5375822 3.3087686 3.1023054 9.9840151 8.4813579 8.9679271 9.8059502 9.7909665 10.3734166 6.0017865 13.7487330 6.7594248 NA 0.9868114 10.6639679 6.6964933 9.2520598 10.8328483 NA -0.5981511 7.4131007 7.5414242 11.3378299 7.8776062 11.2579094 9.0795928 -0.5981511 6.1023138 NA 12.1323432 8.5642642 9.6814837 4.7594275 8.4046882 8.4435321 7.8448168 11.3440209 8.5566911 1.7238206 8.0848674 4.1567606 8.8091408 2.2092350 NA 8.6161923 9.9726774 10.9091722 8.2124448 9.9736256 9.3370380 9.8123245 3.6497994 10.2875694 11.3965801 10.1416536 2.4018762 9.4489969 5.1832324 NA 6.7056531 14.6910634 3.4893374 5.3326113 13.9196039 9.3604257 2.7237988 6.7327902 7.6639679 10.1280911 10.2536220 10.1832328 10.7835944 10.5292226 9.0073525 8.3820127 8.6918918 10.7367050 10.0659825 2.9868296 2.8613003 -0.5981511 0.4018489 9.1450245 11.4328849 8.7506011 8.0778299 8.3395116 14.1911519 6.2966905 8.9175729 8.5337300 12.1176206 10.6745028 7.5817821 5.4018728 9.9612501 13.2978269 11.1815924 9.4145115 3.8834351 10.4530820 10.0565090 12.1519519 9.3102656 10.5388641 9.6651422 9.4018730 11.6309922 -0.5981511 8.1897756 6.5311553 7.4242410 10.5855084 7.7069774 9.2324833 3.4018762 10.9244546 7.8897132 10.3443876 9.1005777 10.1914067 10.0618689 11.3615128 10.6270805 7.0312298 NA 7.8937262 5.8448175 9.8102027 9.8613047 11.2512781 9.1617612 6.7417231 9.6987892 5.3560698 0.9868114 4.0457313 0.9868114 6.3905576 5.2598525 2.2092350 10.4578333 4.9254346 6.4352952 8.9116481 6.9096675 -0.5981511 10.7456140 10.4200732 10.9502133 11.0605308 11.5025354 6.9868353 5.3269220 9.8694786 9.6616164 10.5786695 9.9332545 10.6378872 NA 9.4421629 NA 9.6234601 8.1229724 9.8396250 9.9688784 10.7605243 12.3951653 1.4018489 9.5792926 10.0017859 NA 1.9868478 8.0848674 -0.5981511 NA 5.6306909 6.8856891 13.2787736 12.0344139 6.2845160 8.3473171 10.5674082 10.4283965 7.8365011 9.2520598 11.0211760 2.2092350 3.2092350 10.7472783 9.1799501 6.8613041 5.2092272 11.4813578 8.4489971 11.1580124 9.0092033 7.2027733 9.6779974 6.8694791 3.7941871 11.1152596 0.2351900 0.2351900 0.4904400 -0.0157410 0.7343500 -0.0087814 0.4562300 -0.0030475 0.0239600 0.0289030 0.0118710 0.4728900 0.0227250 0.0105640 0.2351900 0.0860880 -0.4558600 -0.4558600 -0.4558600 -0.4558600 0.4904400 -0.0157410 -0.0136770 -0.1883600 -0.0334050 -0.0334050 -0.0030475 -0.3654600 -0.4468500 0.000 0.000 0.000 0.000 0.409 0.409 0.000 -0.447 0.000 0.000 0.000 0.000 0.000 -0.110 -0.110 0.000 0.000 0.000 0.225 0.000 0.000 0.000 0.000 0.000 0.000 -0.146 0.490 0.000 0.000 0.721 0.721 0.000 0.000 0.000 0.000 0.268 0.456 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.409 0.409 0.000 -0.447 0.000 0.000 0.000 0.000 0.000 -0.110 -0.110 0.000 0.000 0.000 0.225 0.000 0.000 0.000 0.000 0.000 0.000 -0.146 0.490 0.000 0.000 0.721 0.721 0.000 0.000 0.000 0.000 0.268 0.456 0.000 0.000 0.000 0.000 8.844817 12.561429 12.587678 10.262184 7.023925 12.134888 5.531157 4.759428 9.541424 4.209227 13.144604 9.010867 8.358975 12.081399 7.055220 7.741723 9.998994 5.045731 10.265285 9.310266 7.723801 9.193866 10.076842 7.979302 5.986836 11.101879 11.141232 9.5208141 10.0565090 0.4018489 8.0778299 5.1567606 9.8249890 12.1059928 10.9190503 8.4760146 9.1650854 6.5617446 10.0082783 7.1092320 5.1832324 9.4999051 8.8836724 6.8530837 7.2722379 7.8323255 12.4706513 10.0110518 13.2611166 8.6504411 11.9783574 10.4672892 16.0374495 10.8602796 13.9751652 10.7056538 3.1023054 12.1055604 10.7406095 10.5382234 9.2722379 7.5817821 8.5743006 10.8861925 10.2196562 11.4373595 5.0165810 7.1023127 14.9091012 12.0914343 9.3237139 8.3266856 9.1897756 NA 10.7433919 NA 12.3445708 10.9380037 9.8520533 9.705654 9.958379 3.308769 5.129794 8.551620 8.446267 7.794190 11.663944 3.401876 14.499411 12.562690 8.222052 9.114985 10.909668 4.531157 NA 9.134888 6.768195 9.244223 9.621042 11.946113 10.910658 10.535015 1.401849 9.533730 8.438047 8.489336 9.107505 8.642664 5.074300 10.033960 5.308765 6.668660 8.750601 4.489337 10.585508 10.146707 NA 12.790832 13.238811 10.679160 9.698789 7.001785 12.171298 9.838585 12.106637 10.850191 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 1 3 4 3 2 3 2 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 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0 0 0 0 0 0 0 0 1.976768e-06 5.895622e-07 -0.95987908 10.64385619 9.71882995 7.96207063 NA 10.78001049 6.89914300 0.04026122 2.48382867 6.80178077 8.26423146 10.51444275 5.04023053 9.94335847 10.64246476 11.91751399 9.77578590 11.73502302 12.29909028 5.48317408 10.30232465 8.54405565 10.34001029 10.17914152 9.87628026 9.50579627 7.34856883 9.06120970 8.85240716 12.43938092 8.53802166 6.78169674 NA NA 10.48576210 10.39061664 5.46649335 7.61387711 4.59481724 8.64940852 9.57258579 11.15657377 6.30701679 2.21013946 10.67821314 8.92592615 6.24968236 11.19092913 3.62518865 10.10092576 NA 8.47068246 10.88571986 1.84759610 11.20230641 10.68588830 7.86677819 NA 10.55486499 10.20629878 9.14482850 8.26904858 5.38007832 1.84759610 9.77070006 8.66228171 10.53057937 -0.95987908 7.63268700 8.50987158 1.04026122 11.76815028 6.72673042 5.69844076 10.72831842 9.89041675 9.74499811 10.81707407 10.16564329 15.47929776 0.04026122 8.20262097 8.76474357 5.65493957 7.86677819 8.33714598 5.14875518 3.56065382 11.49298587 11.20890195 9.94712040 10.22943663 5.57938835 2.36216126 10.03882025 8.15136569 8.05703809 8.37562030 10.57404624 10.18425066 6.60247173 13.09864444 1.84759610 1.04026122 7.39337673 10.19568052 6.81501689 8.86836638 11.20576497 2.36216126 0.04026122 9.32794218 9.04585438 10.78150299 8.08462399 10.31460805 8.51393560 NA 2.04022615 NA 11.81192565 9.07502876 10.53907901 5.99442585 8.97096722 8.39116882 7.81501689 10.95087254 8.31635440 3.89820835 7.43683478 5.54802349 8.48524487 -0.95987908 -0.95987908 8.73545821 9.52605922 10.47277175 8.53608477 10.26844726 9.50068575 10.65953278 1.36216126 9.67504086 9.09551228 8.46462702 4.28815920 9.88258024 7.67685412 NA 8.38008005 14.17248857 2.74066856 8.88415098 12.80924117 9.79761987 4.08462558 7.48731269 10.06675332 10.44057562 9.63735122 11.49684095 11.20096479 10.89197891 10.50885388 9.13166510 9.54405565 10.66411133 9.22967155 2.21013946 2.49965458 1.36216126 1.84759610 10.13760355 11.50145348 9.36441047 8.29997313 10.48747841 10.37562019 7.12769312 9.65125462 6.07365317 11.76261047 9.74586219 8.20513686 6.06259666 11.00637475 12.12537030 11.28607959 9.46820268 3.14120388 10.30818690 9.31169292 11.77154889 8.91828068 10.01105474 10.52454926 9.70556569 10.44324185 1.36216126 8.19757695 7.19504832 8.34401045 10.88336574 9.84107320 8.14870180 4.24968046 10.93845334 9.23867486 10.46544570 8.96355735 10.40381711 10.07502876 12.25970090 9.76559607 7.00023217 2.36216126 8.29052808 6.46649498 10.32851921 8.35990195 10.74386524 9.07914874 7.99733193 10.06259760 5.82159033 1.04026122 7.69128150 2.84757606 5.87311924 4.59481724 3.12769931 9.85721343 6.91674653 7.13298701 10.14810080 7.45191003 0.62517696 10.66365416 10.26664203 11.11637736 12.48083952 7.03458330 9.21245723 5.94688055 10.26664203 11.09279790 10.87272435 9.77493939 11.58688317 -0.95987908 8.35311285 1.62517696 10.11637736 8.44537123 9.09415582 9.95610923 12.47863186 13.99419890 1.36216126 10.61150844 9.71177089 -0.95987908 3.12769931 7.97073059 -0.95987908 NA 7.51190522 8.06259774 14.55829897 11.45519779 7.82486457 10.12835553 11.06329112 10.90286724 8.82649955 8.61537179 10.82690785 1.84759610 3.04022615 9.32909601 9.57063616 7.52806960 5.12769105 10.87391061 10.15981950 10.45755500 9.97680897 7.42824710 10.51899948 7.22013935 5.20191610 10.98457589 0.0048933 0.0048933 -0.0079892 -0.0174940 0.5236700 0.4941100 -0.0110250 -0.0084034 0.0471620 0.0471620 0.0471620 0.0471620 0.0048933 0.0048933 0.0048933 -0.0066080 -0.5744400 -0.5744400 -0.0079892 -0.0079892 -0.0079892 -0.0174940 0.0019771 -0.0229830 0.0195380 0.0195380 -0.0084034 -0.0116610 -0.0017661 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.506 0.506 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.506 0.506 0.000 0.000 0.000 0.000 0.000 0.000 10.793864 11.333414 12.666509 9.717068 8.373385 11.345722 1.040261 3.994426 7.719710 6.474858 12.300855 8.895270 5.781698 6.623463 8.089261 8.837891 11.236217 7.090079 10.085990 7.380080 8.453858 8.313256 10.053148 7.544056 6.994426 10.770275 12.108504 9.66319676 10.32331816 -0.95987908 8.73197336 7.14875416 9.54206706 10.86240234 10.81419318 9.49658418 9.60913607 7.25454869 9.25697572 8.21265736 7.40217387 9.21265736 7.73719731 6.72673042 8.81666274 9.07365290 12.61942791 11.07468491 11.86955618 7.30382732 10.79636917 10.33599879 15.05527459 11.18870641 13.54579332 10.67367920 -0.95987908 11.75833458 9.23375531 10.43308391 8.84436086 8.20513686 9.19883961 9.84597374 11.61127139 11.11871427 3.12769931 6.67685412 14.28183917 10.35820767 9.96874828 7.20010116 10.30467246 0.04026122 10.72848016 NA 12.43710217 11.26442753 10.56379182 10.642465 10.340010 5.654940 7.551983 9.085989 9.378966 5.959093 12.319058 1.040261 13.198918 11.239902 9.031752 9.593590 9.873120 4.994426 0.625177 9.427170 8.202621 8.871537 9.998782 11.593139 12.412551 11.162411 3.040226 9.785904 7.590977 8.862004 11.936184 10.155273 4.847586 10.238061 9.061210 8.318679 9.364410 5.563793 10.883366 10.729354 NA 12.582778 12.180580 10.115709 10.062598 7.621431 10.582778 10.586642 13.463030 9.064829 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 3 2 3 3 1 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 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 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 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10.3742787 10.4084005 8.3667528 8.4084007 7.3424027 8.9273655 9.3576699 13.6292213 8.7685023 6.9497018 -0.5340778 NA 10.9390845 10.2182668 5.0508499 7.9697117 4.0508499 10.8062926 9.8517484 11.5119869 5.9577382 -0.5340778 10.8837386 9.0395332 5.8057361 10.1567571 6.5102800 10.5809297 NA 8.4574080 11.2780634 3.0508499 10.9283884 10.4826943 8.0166328 NA 10.7163918 10.6862402 8.2924344 8.0769107 5.4200815 0.4659222 9.4403007 8.4316702 10.4903333 NA 6.2340701 8.5691740 1.7878086 10.8040653 9.9098656 5.2207749 10.9175609 13.9750425 9.8023926 10.8256356 11.0648690 14.5044622 NA 8.2537889 8.7326725 5.8234386 7.4826942 8.5559986 5.5951694 4.0964052 11.0295590 11.2224424 10.0414253 8.1558843 4.1097450 1.7878086 10.1963562 7.7968028 8.1697897 8.8710277 10.5177748 10.0555372 6.7878138 14.0262786 3.9253159 NA 4.8234386 10.6838438 7.4545707 8.5075453 10.6581789 NA 1.4658700 10.5626012 7.5427015 11.8339614 10.1869853 10.1784131 8.0915951 NA 4.1097450 NA 10.6655584 9.0546008 10.3082364 3.9894479 8.9657321 8.7161846 7.2472459 10.6765574 8.3667528 3.8581999 6.8837381 3.5533482 8.4965534 NA NA 8.6850547 9.4965532 11.2864640 8.7787691 9.7102499 10.2174302 10.6716793 2.7878086 10.3795235 9.1558840 8.1453662 3.7138168 9.4229881 7.6257578 NA 8.0952425 14.7425921 1.0508151 4.6753417 10.6489011 9.8973837 4.0508499 7.4715110 11.0489688 10.4588244 9.6971073 11.1119947 12.0989676 11.3727767 9.6507615 8.6282775 10.0915950 10.9441501 9.6053351 5.8752763 2.0508499 0.4659222 1.4658700 10.3500566 9.2940226 8.8300208 9.0185552 10.5912027 7.8057361 6.7968028 10.6067158 6.5102800 11.5500301 9.7844289 8.3847492 5.8752763 11.3947745 12.3199753 11.3610827 9.4269306 4.5250666 10.4367110 9.6667846 11.8275558 9.3050898 9.4574080 9.7326727 9.1749699 10.9036382 1.4658700 8.8963388 6.1663258 8.2472459 10.4903333 9.1265416 6.7559971 4.5951694 10.8371182 9.2124003 10.6181709 6.9815855 10.8890020 10.3074504 12.3166590 9.7138137 8.3485290 3.0508499 8.6054373 6.4431657 9.5413652 8.6433057 11.1652243 9.3561504 7.8322084 11.0185552 6.7232746 3.0508499 7.1523863 3.7138168 3.8581999 3.8581999 NA 9.9466763 6.4882547 7.2667856 11.3727541 8.2177314 -0.5340778 10.8784559 10.3113762 11.2069317 12.2153365 7.3300725 8.3362508 6.0692167 10.5763694 12.2199385 10.4588244 10.0414253 11.3180254 NA 8.5822301 0.4659222 10.1312220 8.7605067 8.6232330 10.4135230 12.8387511 13.8584048 3.3727711 10.5360070 10.6880773 -0.5340778 5.4604674 8.0166328 NA NA 7.0357416 7.9294105 13.8870962 11.7696668 7.1732454 9.8539034 10.6789903 11.5336565 8.4200823 8.6400627 10.7431735 2.7878086 2.7878086 9.5639181 9.3223117 6.7968028 7.6054373 11.1886936 10.2039783 10.5802791 10.1619843 7.9170969 11.7001048 7.5048047 4.4658831 10.3847493 0.0034949 0.0111470 -0.0032983 -0.0037134 0.0139370 0.0048255 0.0156130 0.0025230 -0.1281100 -0.0995790 -0.0995790 -0.0995790 -0.6764400 -0.6764400 0.0111470 0.0000000 -0.7497500 -0.7497500 0.0154740 -0.0247720 0.0081981 -0.0037134 -0.0010213 -0.7536300 0.0128210 0.0128210 -0.6824800 -0.0023273 0.0117050 0.000 -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 0.000 0.000 0.000 0.000 -0.740 -0.740 0.000 0.000 0.000 0.000 0.000 -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 0.000 0.000 0.000 0.000 -0.740 -0.740 0.000 0.000 0.000 0.000 10.934495 11.493447 7.488254 10.521846 8.704291 11.024307 3.273247 4.635812 7.853257 4.323867 12.732087 8.507983 12.191465 9.340698 8.104250 8.183562 11.121417 7.131222 10.324644 10.057408 8.298776 8.823416 10.480053 8.020475 6.704291 11.171518 13.647582 10.5835292 10.6376884 1.0508151 8.8921509 6.7968028 9.9294105 10.9607417 11.3195855 9.5089133 9.6408118 6.8057361 9.4244388 7.1869848 7.7138133 9.6118182 8.8387511 5.2207749 9.3561504 8.1663258 13.4556354 10.6073546 11.7238631 8.1013139 11.4996532 11.2423191 15.5519186 11.1576296 13.6929755 10.6532381 0.4659222 11.2460157 8.5184541 10.4316704 8.7489744 8.3847492 9.4316704 10.0328915 9.9015563 11.1532618 3.0508499 6.3362512 15.1832492 10.3300722 9.8256357 6.8582036 10.2804685 2.4658961 11.0828943 -0.5340778 12.2400554 11.1243386 10.1462456 10.4323916 10.3742787 5.3485299 5.9088297 8.8921509 9.7054847 7.2603023 12.4143902 3.8581999 13.6198339 12.1608968 9.2174302 9.7390873 9.5211685 3.5533482 1.4658700 9.6307930 8.7787691 9.1955068 9.8931990 11.7396817 11.1728138 11.2784646 0.4659222 10.1106437 5.6753389 8.7303288 11.2521557 9.7776344 5.9577382 9.4868660 8.4258881 7.1523863 8.8300208 3.1663298 10.4903333 10.6886810 1.0508151 12.6289067 12.3500566 9.6680099 11.0185552 7.6557103 11.0856475 10.3339370 12.2483786 9.6669195 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 1 3 2 3 3 4 3 1 4 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 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 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 4 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 7 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 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 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 5 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 1.595286e-06 2.774411e-07 NA 10.60229448 9.89475123 7.77441151 -1.54287854 10.13471881 8.60291855 -0.54308874 2.99180752 5.72378516 8.34574232 10.18023341 4.43428127 8.48075345 10.67979403 12.47624234 8.28354772 10.36651718 12.09803478 4.96479599 10.37101045 8.64187437 10.37325179 10.43606697 9.01158788 8.79015460 7.07170905 8.98349843 8.88849669 13.45506061 8.17266952 7.08270791 -0.54308874 NA 10.36726709 10.36050442 5.37586310 7.86001115 4.23835888 9.28275300 9.77779974 10.28116236 8.66888747 0.45701636 11.51532916 9.33887786 8.15048606 11.57918001 5.52308830 11.56748242 NA 8.45558943 10.78679547 5.18491897 11.45099892 10.91566206 7.69540370 -1.54287854 10.43991782 10.50095946 9.51185443 8.02875202 7.21855064 -0.54308874 9.82113379 8.78117969 10.81729756 1.45701636 7.12233519 9.53180953 3.54446066 10.31731017 9.66584308 4.70492728 11.01319138 11.52493759 9.74355687 10.64125465 10.46262363 16.34648526 0.45701636 8.39510865 9.07721896 5.28988978 7.61939027 8.21522234 8.37735197 2.52566801 11.31886148 11.31186749 9.98740543 7.89579095 2.04197886 1.04194383 9.76533815 8.95883630 8.38329518 8.91335350 10.38218261 10.33236456 6.81014615 13.64531752 2.98055547 -0.54308874 4.58628437 10.42133998 7.13647954 8.77441184 10.86559425 2.98055547 NA 8.91129850 8.23013815 10.44096538 8.22187080 10.52106821 8.63192495 NA 7.01924155 -0.54308874 11.15852222 8.67374509 10.17210318 4.99615822 9.31575731 8.36689218 7.82986414 10.95360326 8.44568367 3.62692969 6.28354772 5.44568367 8.48628639 -0.54308874 NA 8.75849540 9.47450358 9.95035424 8.41264902 9.54180752 9.64373247 10.84043341 3.26435627 10.50922751 9.12499778 8.52443358 3.62692969 9.61118437 5.47936639 0.04194383 8.13647903 13.56943863 3.88325912 7.69301365 11.14065169 9.47658988 4.38773475 7.11877707 10.89734927 10.43463678 10.00726489 11.01518065 11.28802720 11.17338994 9.70729752 8.89786814 8.81235029 10.84555466 9.73408313 5.01158956 3.70492728 -0.54308874 0.04194383 9.15483557 10.20267349 9.29067989 7.89371046 10.10752141 10.22187068 7.33658243 9.11431757 7.22187032 12.32900059 9.38625763 7.96082502 5.84931627 10.58176663 13.48861418 11.57106677 9.48017119 3.27103716 10.57399277 9.57269303 11.83000019 9.21188659 9.85734486 9.11788643 9.34574232 9.22021143 0.77896548 8.80572743 7.38181200 7.94081511 11.02685475 9.98802467 7.87990483 5.28988978 11.25628076 8.88011490 10.39767977 8.25951543 10.22311383 10.09317060 11.64620596 9.77328067 8.64558783 0.77896548 9.07170905 6.27717765 9.80240440 8.75735167 10.90944888 9.31342454 8.26113022 10.08270791 7.57594004 2.36389995 8.04571380 1.26435627 2.36389995 4.28988609 3.04196135 10.21730319 6.55503080 7.45417836 10.30334753 6.90052269 0.45701636 10.73979799 10.61403020 10.99712718 11.63721911 7.88116536 8.27705023 6.19136919 10.89266940 11.24490168 10.92103429 9.81179949 10.57788498 3.81455042 8.53381483 NA 10.04992327 8.60038239 9.19509139 10.04758624 12.62848869 14.45375946 4.98056004 11.35389908 10.63348398 -1.54287854 4.86638875 7.89994234 2.26435627 -1.54287854 5.98056004 7.59399011 14.09010788 10.77273462 6.99227446 9.36313822 10.03301106 11.64774977 8.32118537 8.80186095 10.57691293 2.91643843 3.50138819 9.78511305 9.28830642 7.20854360 4.83203933 11.12411065 9.51431403 11.14415608 9.50344117 8.31653407 10.97466854 7.16780549 4.60674424 10.58885609 0.0049969 0.0049969 0.0528380 -0.0180780 -0.0299940 0.0130740 -0.0098185 0.0245480 -0.0057453 -0.0057453 -0.0057453 -0.0055375 -0.0226060 -0.0226060 0.0049969 0.0115390 -0.4712000 -0.4712000 -0.4712000 -0.4712000 -0.4712000 -0.0180780 -0.4812300 -0.0327230 -0.0246610 -0.0246610 0.0245480 0.0102850 -0.0360910 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 11.332557 11.752625 11.444441 10.616870 9.246533 10.842053 3.363886 3.778923 8.157439 5.924604 13.445373 9.861449 9.531141 9.337600 7.780954 7.912327 10.952355 6.940815 10.351438 10.073089 8.445684 8.599617 10.073189 7.118777 7.019242 11.482139 12.121002 10.005821 10.006784 2.544461 8.462624 6.122335 9.890585 10.561598 11.011348 9.770449 9.666453 6.434280 9.749896 7.171245 8.195091 10.383295 6.972698 7.045714 9.358620 8.241634 12.665233 9.982030 12.074811 7.063997 11.424225 11.338687 15.540271 11.004135 12.744423 10.373625 1.916438 11.732687 9.724371 10.079966 9.042901 7.960825 8.945844 10.327749 10.665843 11.163927 4.778929 7.399514 14.103062 10.546450 10.127655 6.586283 9.812350 NA 10.869569 NA 12.825506 11.133959 10.623790 10.67979403 10.37325179 6.09362355 7.08999382 8.64682364 8.80793832 7.85787839 12.55813851 2.45699009 12.60761908 11.76817977 8.68100081 7.63616201 9.85199759 3.62692969 0.04194383 9.40901239 8.34878303 9.57658884 9.34574232 11.75003962 11.74167866 11.82086009 1.77892344 8.70848144 8.02495513 9.09271724 10.01733194 9.30092015 3.41119572 10.39032096 6.94885194 6.59655057 9.29067989 6.90408182 11.02685475 10.81647419 2.45699009 12.65866362 12.84770549 10.23302079 10.08270791 7.74240106 10.36200999 10.15222741 12.02713826 10.11093686 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 2 3 1 1 1 1 1 3 2 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 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 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1.0749164 2.2999187 6.7960487 8.9621707 10.7425052 4.7188055 10.3747304 10.4231249 11.2657007 9.8847182 11.4991163 12.5826208 7.7579446 10.0812761 8.9591207 10.6781127 9.8612197 8.4258894 8.9530009 9.0450560 8.6082796 9.5718038 11.5975315 8.1274636 6.8431347 NA 0.0749164 10.6155624 10.5095783 5.7331618 8.1703472 4.0291436 9.0189298 9.5343817 11.9309864 7.0115884 NA 10.2183333 8.1860855 7.8464394 9.6988316 5.5506822 10.0421763 2.0749506 8.7420615 11.0207596 1.3968719 9.9636933 10.2189709 8.2892692 -0.9249466 10.3678468 10.8086899 8.2348213 8.4036248 6.7823090 0.6599246 9.5747960 8.4822179 10.7710482 0.6599246 6.7402854 8.6429062 4.2448718 11.6804295 6.6063312 5.4499905 10.4640167 13.0911490 9.5054025 10.4198007 10.5652996 15.4037126 0.6599246 8.6692745 9.8037209 5.9938125 7.8298375 9.0805745 7.0174643 4.0722430 10.8774664 11.0159977 9.6073059 10.2310331 5.4499905 2.6599017 10.1275181 8.0378462 8.3487454 8.7006589 10.5817534 10.3079705 6.2548586 13.2661635 3.0749506 -0.9249466 8.3299788 10.5132221 6.8563097 8.2672427 11.3097675 4.4672664 6.6599131 8.9863421 10.1782378 11.0631092 7.4715549 10.6247347 8.6822804 -0.9249466 5.3603537 NA 10.3735855 9.4790272 11.2262838 3.0749506 9.1193442 7.6970016 7.4758291 11.1342945 8.2068068 4.6599131 7.8197838 6.0861766 9.3464131 1.6599246 NA 8.3580384 9.2672429 11.4613514 8.2916961 10.4075461 9.7588218 10.4505326 2.6599017 9.9682516 10.2061640 8.7723172 2.7753877 9.8782740 5.5985111 NA 7.9110006 15.1362790 3.8298394 6.7823090 13.1605885 10.2080923 4.5012162 8.1808585 9.7658210 10.3440767 9.8214644 11.0833787 11.1496167 11.0675344 10.1880410 7.4629676 9.5936033 10.8661129 9.0139415 5.7891945 4.6599131 NA 0.6599246 11.0225870 11.0443365 9.1056171 8.9078401 10.6055417 7.8887311 7.5747956 10.3370449 7.0464932 11.7469333 9.5364295 7.6141091 6.3037680 10.8489134 12.2111401 11.4742279 9.7924036 4.8581452 10.5708051 10.1234369 12.0798727 9.0507980 9.8530272 10.4291994 9.8414790 9.4170246 2.8823105 9.4736938 7.0749496 7.7509073 10.3475798 11.7609865 8.6655370 5.4147985 10.3031675 9.2610644 10.5389852 7.6896598 10.4736938 10.2504995 12.5407715 10.0903651 8.1464124 1.6599246 7.7960493 5.7043076 9.8340059 8.5807617 10.8985561 8.9591207 7.5985119 9.8587668 5.0291481 2.3968719 8.7719176 2.9818344 2.9818344 4.6599131 3.7753877 9.3475797 6.2246963 7.6822804 10.0714235 7.6311494 1.6599246 10.8155741 10.4019412 11.1329418 12.4800915 7.2844031 8.6360471 6.2594288 10.2807433 11.2173763 11.0067956 10.1504292 11.3258405 0.0749164 9.1873894 NA 9.8489133 7.8062693 9.4368939 10.0203939 12.6849367 13.5441467 6.2145018 10.7083994 10.1342945 -0.9249466 4.1193479 8.0464938 0.6599246 0.0749164 6.7684371 8.0721294 13.5336770 12.4540603 6.3510753 9.7322685 11.5212580 10.9050691 7.4629676 9.1138690 10.7362828 3.3968719 2.3968719 9.1847806 8.8935321 7.8693662 5.1193437 10.9364247 10.0042084 10.5587658 9.7658210 7.1624125 11.0005045 7.5466252 4.0955447 11.6348051 0.0000000 0.0000000 -0.1340600 -0.2754700 0.5020300 0.7937700 -0.0114730 -0.2700700 0.0926950 0.0926950 0.0926950 0.0954490 0.0283410 0.0000000 0.0000000 0.2457500 -0.1340600 -0.1340600 -0.1340600 -0.1340600 -0.1340600 -0.2754700 0.4818200 -0.0114730 -0.2505500 -0.2505500 -0.2666100 -0.0070576 -0.0078863 -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 10.965214 11.754210 12.216897 9.626658 7.436894 11.632653 2.534385 4.162411 8.315741 3.322880 12.539623 8.969161 8.083379 9.745057 7.643020 8.284404 10.796904 7.341737 10.269091 8.711575 8.385563 8.296392 10.256668 7.975817 7.141039 10.726450 11.504095 9.606332 9.970525 2.244887 8.757945 6.747375 9.332338 11.239857 10.290483 9.893532 9.386698 6.747375 9.292908 8.814730 7.146413 8.904673 7.259825 8.234821 9.043617 9.073540 12.228185 11.070010 11.360930 7.518101 9.386698 11.089668 14.422225 10.752229 13.835670 10.486991 2.074951 11.483810 8.923573 9.560779 8.421464 7.614109 9.341737 9.949931 9.021856 11.134633 4.360350 7.671140 14.514470 9.701572 9.524099 7.802870 10.390100 4.501216 10.936812 NA 12.026781 11.604110 10.249876 10.4231249 10.6781127 5.6599131 8.1490917 9.3798717 8.8130423 6.6674068 11.9266620 4.9329305 13.6018771 11.2554808 9.3684218 11.3078626 10.0349520 3.5343854 1.6599246 9.2360819 8.8264941 8.7684371 10.5307909 12.2384425 10.3724396 11.5777819 2.7753877 9.7358373 7.3276155 8.8398217 12.2983484 9.4434564 6.3878330 10.2910896 9.2807434 8.5343815 9.1056171 6.2145018 10.3475798 10.9070489 -0.9249466 12.9575931 12.2289770 10.2874464 9.8587668 7.6711398 10.7291385 10.6155624 13.1928788 8.5603970 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 3 2 3 3 4 3 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 4 0 0 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 1 0 0 0 0 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10.1332478 NA 6.0022119 9.7774192 2.0325946 10.7963511 5.6374480 5.2025118 7.3721982 13.8052437 10.0824340 9.7684235 9.3469799 14.3558748 1.7695602 8.2091741 6.1480616 5.5769060 7.3056040 8.9374709 8.2931129 4.5414343 10.8895297 11.4906502 9.5999078 5.9394758 NA 5.0623333 10.0447444 8.8527645 7.7330248 7.3545139 10.6349750 9.6607272 6.7963512 13.8344285 1.4476321 1.0325946 7.8822511 10.4782900 6.5769060 9.4320414 10.9692234 -0.5523679 2.2549870 7.2678017 7.7695509 10.5142235 9.4348869 10.5646166 8.6150410 -0.5523679 6.3056040 1.7695602 10.8324067 9.3739190 11.2903661 1.7695602 9.4018192 9.1755433 7.2224105 10.8469008 8.2257001 3.4476189 6.7237469 5.6175483 8.0842477 1.7695602 1.7695602 8.4448025 9.7930282 10.6961436 9.0986746 10.4227544 10.2477139 10.6049699 3.4476189 10.1393664 10.3279717 8.4121371 1.0325946 9.5846140 6.3783608 -0.5523679 8.0022119 14.6871096 9.6860277 5.4249019 5.1755446 10.8188550 4.4476255 7.4476230 11.9719198 10.2108353 10.1349987 10.5403800 11.3249071 11.5123657 8.4419764 7.4920174 8.7283937 10.3087098 10.0721168 6.2420384 12.5316008 NA 0.4476321 11.0591089 9.5311023 8.8485025 8.8864148 11.0021111 5.0022119 6.1058352 11.5433496 7.1480627 12.3042430 9.5858947 8.0060438 4.7330235 10.0815263 11.9243691 11.2232332 10.0391452 5.1194807 10.3827880 9.4920170 12.4370174 9.1076188 9.1549821 10.4003642 8.8139450 12.7711000 5.7144104 -0.5523679 6.8905659 8.2355256 10.8383293 7.7397604 7.6690650 2.4476321 10.4105190 9.7295529 11.0964299 10.9524419 10.6595112 9.8998641 11.9772975 9.9213286 9.5781934 1.0325946 10.3776210 5.5973703 9.9162470 8.2387859 11.2478393 9.5324313 9.3989076 9.4320414 5.9394758 2.0325946 4.5350887 2.6175571 1.7695602 3.1480555 3.6955485 10.8527644 5.8738870 6.9867818 11.0531024 7.3623664 1.0325946 10.9949995 10.1147345 10.6770426 12.2238503 7.8654753 8.3410153 5.4230705 10.5929183 11.4490311 10.2741714 10.4581511 10.3348435 2.4476321 8.9111472 NA 9.8095667 8.3959903 9.2501392 10.3179877 11.8221191 12.5189177 10.6368298 9.0060435 9.6764416 1.4476321 3.0325770 5.6374480 NA NA 5.7874716 7.9111475 13.6033108 11.8856402 6.2805128 9.8770296 11.7231655 11.4295469 6.9314384 8.1395058 10.1480627 3.8399394 NA 10.0815263 10.5271077 6.9790044 3.5350825 11.1622977 9.2868266 10.0923806 10.1292479 6.8905659 11.8004940 7.3664866 4.0540670 10.9319424 0.0098669 0.0098669 0.0312950 -0.7112800 0.0259520 0.0157270 0.2336500 0.0172640 -0.1415500 -0.1415500 -0.1415500 -0.1415500 -0.7935200 0.0000000 0.0098669 -0.0826680 -0.7389700 -0.7389700 -0.7389700 -0.7389700 -0.7389700 -0.7226400 -0.7408100 -0.7539500 0.0156770 0.0236680 -0.0083999 0.0199230 0.0075000 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 9.267802 11.690797 6.769551 10.301712 7.032586 11.352634 3.447619 4.148064 7.076979 2.254987 13.506629 9.048539 11.757952 11.977373 7.489884 8.123580 11.238379 7.299372 10.130618 8.875983 8.225700 8.897721 10.719016 6.769551 6.839941 11.007478 13.242851 9.9444766 10.1974923 -0.5523679 8.6931757 5.5137118 9.2436627 11.6902016 10.4391448 9.7085425 8.9692233 6.1480616 9.5350858 8.0512492 6.8051751 10.4134072 8.3210672 4.4476255 8.3515047 6.0914798 13.3231803 10.6848328 9.4177289 9.5597627 9.9324458 10.4609456 15.8916672 10.3835246 13.4696439 10.2124946 7.3605126 11.4054505 7.7002885 10.0438127 8.8204879 8.0060438 9.1974924 10.6716246 8.9534346 11.6797440 5.5350856 8.0586477 14.8447714 10.0521762 10.6902016 8.7963512 8.3813137 NA 10.5469707 1.0325946 11.8519662 11.0529682 10.4234709 10.5489421 10.2050129 4.3056058 9.6955504 8.9233563 8.8007699 8.6546371 11.4957419 1.7695602 11.9131893 10.8490358 9.1480627 8.6326470 10.6734328 3.3545086 0.4476321 10.0456754 6.4920166 9.3709504 9.3087099 13.0761824 9.4602474 10.8324067 1.7695602 8.5769060 6.1755426 8.8117574 11.8207600 8.8377919 4.8051738 9.6011750 5.8905659 4.8738870 8.8485025 2.7695602 10.8383293 10.6131581 NA 12.6230165 11.9185359 9.6509709 9.4320414 8.4191664 10.3612603 8.9945175 11.6331612 7.8923892 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 1 3 2 3 2 1 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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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10.2634961 10.7449816 7.7631652 9.2863570 7.7884515 8.3973520 9.2083546 12.3576618 7.6899400 5.9111954 NA NA 10.3631654 10.5185771 5.6296247 7.8078166 2.4720718 8.4009998 9.6927402 10.5059293 5.8050654 3.3566087 10.0839587 8.2694947 6.2554592 9.7926229 5.6171339 9.8597688 -0.2283679 8.4910317 11.3190196 1.7716321 10.5942138 9.9245616 8.4262790 1.3565946 11.0016635 10.6976832 8.4807268 7.8801676 5.7258393 0.3565946 9.0651148 8.4978610 10.5206745 1.3565946 6.7141576 8.6076935 2.4720718 11.1258924 8.9737668 5.5530041 11.0578485 11.9657843 9.6473924 10.2166578 10.3798978 15.7602057 NA 8.5997793 10.6237824 4.6785339 7.2952051 8.9047851 6.9515517 3.0607392 11.5447822 11.9451640 9.4686106 9.0004618 5.0004598 -0.2283679 9.9396884 7.6875227 7.9835312 9.0811194 10.0407697 10.4055464 6.5198359 14.0146310 1.3565946 1.7716321 6.2873430 10.5878267 7.0004620 7.9932300 10.6458560 3.0935771 NA 9.3808219 8.4598935 11.1172700 7.7316449 10.3946100 8.4334210 NA 4.2634927 NA 12.5211983 8.1159389 10.0237171 2.3565946 9.1553473 8.9352927 7.5822150 10.8521275 8.8050660 3.0935771 8.2952051 4.5789991 8.9980553 -0.2283679 0.3565946 8.0028639 8.7828701 10.9820100 8.3808216 10.9580668 9.7482071 10.0719956 3.2952087 10.3812835 8.3991771 9.9009261 4.1291923 9.7265663 8.0004615 NA 8.9749910 14.4375896 3.5789991 9.3678328 12.5518752 9.2804281 3.4155018 7.1291954 10.5902252 11.0121363 9.4064542 10.8960875 11.7552246 10.7174526 9.1661058 8.0754241 9.6694885 10.8067858 9.1659448 4.3863557 3.7716426 -0.2283679 -1.2283679 9.0016635 10.6100591 8.8683583 8.6265114 10.4448152 8.8390775 6.9213899 10.7645814 5.5789991 12.0322686 10.3589518 8.9213902 6.1810349 11.6734527 12.2507917 10.9038215 9.3242449 4.1494626 10.4777073 9.6725099 11.8389093 9.0349123 10.7156230 9.5684939 8.5966016 8.2794379 4.3262353 9.2584782 6.9315141 8.3752693 11.0791285 10.6991210 9.7560971 4.2310714 11.1409678 9.0278518 10.4050924 8.9589952 10.4060003 9.8983476 12.2116037 9.5886268 6.7431864 2.4720718 8.5934169 6.8269260 9.9226596 9.3909460 11.0225277 8.6979392 7.3715562 9.7178183 7.9810963 2.4720718 6.7828698 2.3565946 2.3565946 3.7716426 -0.2283679 10.2659987 7.1159394 6.5918215 9.1852709 7.2376995 -0.2283679 10.6427783 10.5369292 11.2554588 11.5511572 7.9515522 9.2674981 6.7806316 10.2604874 9.9540373 10.5210935 10.0958236 11.3750376 NA 8.1553475 -1.2283679 9.9028570 9.0512535 8.9060692 9.4537598 13.9491794 14.2796235 1.7716321 10.6523745 10.2000032 NA 3.9810946 9.2322729 1.5789870 -1.2283679 7.2062711 7.3146748 15.7910817 11.6378092 8.0913153 9.5472534 10.5993827 11.1997415 7.6845326 8.9326866 10.9691669 3.8160364 2.4720718 9.2544509 9.2902963 6.6845326 5.4154984 11.0028642 9.6558135 11.1504798 9.4671238 7.6265114 11.5904249 7.7345389 4.6542866 10.1390578 -0.0087146 -0.0087146 0.0075000 -0.3150600 0.5836300 -0.0074720 0.0027745 -0.0092666 -0.0340860 -0.0070576 -0.0070576 -0.0070576 0.0108420 -0.2913000 -0.0087146 0.0048579 -0.6383100 -0.6383100 0.0075000 0.0075000 0.0075000 -0.3264200 0.0012481 -0.0105780 -0.0118870 -0.0158490 -0.0092666 0.5716600 -0.3175100 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 10.393695 11.743725 12.613502 10.174122 9.045439 11.694227 2.472072 1.093560 7.275469 4.197905 11.900443 8.510512 9.516477 8.410821 8.340682 8.029031 10.011242 6.120371 10.693112 9.149938 8.265498 8.456988 10.106832 7.944071 7.057045 11.341736 13.664613 9.5717341 10.6796603 NA 9.3927791 7.6202660 10.2073133 10.6871490 10.9639359 9.2981423 9.7192800 7.0477674 9.5306989 7.3069184 7.6139935 9.2674981 6.3338852 5.6785339 8.7730512 9.8944710 12.5829174 10.4559534 13.1054972 7.3903220 11.1319415 12.7704979 15.6992590 11.4792179 14.2751893 10.9691669 -1.2283679 11.4683933 10.2387391 10.9009260 8.2574722 8.9213902 9.5139526 9.8840826 9.8043776 11.4537576 5.7374272 5.9213911 14.7312086 11.1767845 9.5717341 6.2714892 10.2902962 0.7716321 11.4557341 -1.2283679 12.2310747 11.5602533 10.5164769 10.7349004 10.2634961 5.7716426 7.6755252 8.7517827 8.8944710 5.8160364 12.6652754 3.6785339 14.1827236 11.6706223 8.3319757 10.5972101 9.9002819 3.0935771 -1.2283679 9.4772754 8.4136948 9.0913150 10.0816877 11.5122671 10.3059459 10.7818215 0.3565946 10.8970565 4.9614659 8.9565185 11.5674798 10.2114739 3.2310791 9.7082811 8.3752693 8.0639645 8.8683583 6.1379645 11.0791285 11.6078907 -0.2283679 13.2086148 12.2299215 10.8160372 9.7178183 7.9163011 11.0924436 10.6053238 12.1277126 10.4756072 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 4 3 3 4 3 4 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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11.2578211 9.7540579 15.4949570 2.0144267 7.5379925 8.9451681 5.5091954 7.2795131 8.1437138 7.8194415 2.5550063 11.0157109 10.5465209 10.1775085 10.0408283 1.1399933 2.5550063 9.6745886 8.9037273 8.5077403 8.9937910 10.2985713 10.2073959 7.0627941 12.5506779 6.0627931 -1.4449692 6.7644523 10.3819447 7.3363584 9.2709610 11.3697818 NA 4.9643894 8.2930913 8.5911726 10.9290034 7.8836740 10.6810582 8.3973495 0.5550308 9.2203350 3.5549940 9.3807528 8.2519666 9.9958682 4.1988556 10.1262777 9.0276899 7.9408615 10.9994964 8.7595703 3.1399606 8.0647740 6.2760983 9.3115553 1.3623296 0.5550308 8.7777938 9.8223710 10.9542770 8.8610608 9.7796038 9.5279789 10.5011743 4.8948469 9.8035196 8.7060156 9.0309452 4.3623507 10.1544470 2.2554403 -1.4449692 8.1879943 14.1984607 7.0468523 4.8217867 9.8859160 9.5322790 5.0941558 7.5745897 10.8311235 10.6929508 9.5301305 10.9604065 11.2179522 11.0493547 10.0423367 9.9891059 9.5408410 10.9943105 9.8466878 4.2554403 7.6919905 1.1399933 0.1399933 10.8783354 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8.8564952 7.0428391 9.6311467 9.8511581 11.5070122 13.0870505 10.6791203 1.3623296 8.7583472 7.8678823 9.3486025 10.9686270 9.5863557 5.4618887 10.7442059 4.5993952 6.4558664 9.5731992 4.6635211 10.7765862 10.8276288 0.2861715 12.8409069 12.2737460 9.9174908 10.3542807 8.0922175 10.4964135 11.5042786 12.3458016 9.4656568 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 1 3 1 1 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.3188207 6.1620670 NA NA 10.2371463 10.1937005 5.1865204 7.7552268 4.1985963 8.4852276 9.6108100 10.5078419 5.7346446 3.2458911 11.6864330 9.5330898 10.2527903 11.3512159 2.2916920 10.8381146 0.2917214 8.6371077 11.2272358 3.7179670 12.7084999 10.6017470 7.9938753 -1.7083964 10.6194739 10.4347922 8.3488277 8.2327500 5.6667424 -0.1232768 9.8245453 8.1418890 10.2090745 0.2917214 7.4158237 9.3182258 -0.1232768 10.1558885 10.2194804 6.4864586 10.5953262 11.3614878 9.9396105 10.8544218 10.5716031 16.0891359 NA 8.8172232 9.2239172 5.0730618 7.7613445 7.9409584 6.9570382 3.1551501 11.1716685 11.2768328 9.9328511 9.8191794 3.4209809 5.3140693 9.8191794 8.6689130 8.1865204 8.7885562 10.1360159 10.6332212 7.1465707 13.2164685 0.2917214 -1.7083964 5.8462902 10.4274116 7.6602092 9.1214252 10.7208475 1.2917214 1.4616333 10.0310611 7.4666279 10.1056760 8.4376347 10.3039777 8.6125029 NA 2.0990595 -1.7083964 10.9501370 8.4414495 9.9812636 1.4616333 9.7920463 7.6203775 7.9658945 10.8608460 8.7745104 3.9355540 7.6861650 4.3791635 8.6525496 NA NA 9.0119467 9.2718419 9.2545983 8.0812363 9.9215143 9.4603746 10.6718929 0.8766446 9.8133028 7.8289209 9.0656986 3.7972724 10.1285418 3.0990595 0.6136259 8.9409587 13.7800447 3.0465958 4.8766643 12.6766884 8.9904069 5.1620690 6.4666288 9.6520008 10.7526702 9.9215143 10.8598960 11.8739267 10.9061822 9.8103555 7.6136304 8.8395610 10.6429177 9.2972077 5.1371920 -1.7083964 0.2917214 -1.7083964 9.8710183 10.5217228 9.4962736 8.0714216 9.8686118 8.1403252 4.9499131 9.3078142 5.8841583 12.8650537 9.6170079 8.6158830 5.0861171 11.2755867 12.1038797 10.9267402 9.3036285 2.0519289 10.1531771 9.6226193 11.4242021 9.4697448 9.9999241 9.7950313 9.8620324 5.7593077 2.6136259 7.2718421 6.2860550 8.3884177 11.0459636 9.5899310 8.2288259 3.5011589 11.2244708 8.5943414 10.7237222 9.6006102 10.0836792 10.5369580 11.6892433 10.0544996 7.5011557 -0.1232768 8.6754067 6.5108702 10.6853610 10.0848993 10.7432561 9.3168420 7.7200623 10.2948689 8.4439874 2.9921339 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11.3685180 11.3946623 15.0130152 11.2527903 12.9596455 10.6037345 1.0990258 10.9733800 9.6220591 10.0457547 8.8776038 8.6158830 9.1543397 10.1850039 11.1502663 11.4012033 5.5771055 6.2803866 14.1070462 10.7947827 9.8118300 6.1682188 9.6883071 -1.7083964 11.1309062 -0.7083964 12.7871827 11.3403152 10.9180959 10.8159992 10.3588005 6.0532526 5.9283277 9.0565740 9.2789665 7.4691216 12.8058401 2.6840108 13.5453652 12.7166560 8.5313007 9.5066650 9.9206036 6.7221545 -0.1232768 9.3251253 8.6915143 8.7572687 9.9274205 11.4884582 12.0079860 11.1156666 1.0990258 9.8930089 7.5514453 9.0016477 11.4591206 9.4209855 0.6136259 10.4417670 4.7179670 9.9760127 9.4962736 5.5396303 11.0459636 11.1612962 -1.7083964 12.6722987 12.3306214 10.4363606 10.2948689 7.7242444 10.8325569 10.9523668 11.4397801 11.1151492 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 4 3 3 4 3 2 NA NA 0 0 0 0 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8.185441 11.064682 9.233912 4.314254 10.132730 5.616816 9.079789 8.131878 1.992333 11.079347 10.305965 NA 12.370079 13.019080 10.055721 9.496152 8.198527 11.319879 11.171821 11.941749 9.150868 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 1 1 1 3 2 3 2 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 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.28206305 9.39141632 10.68763568 6.05542778 1.91494715 10.97318397 9.41043800 4.47788452 10.70522069 3.31349257 11.28087097 NA 8.34121102 10.85318922 3.04047166 10.88230350 9.99951301 7.86490546 NA 10.75885588 10.76570132 9.33892153 8.26286956 2.84783660 1.26285406 9.48962582 8.31194036 10.63604543 -0.54456099 6.50536379 9.06099417 0.04054179 11.19613863 8.99079011 4.74091677 10.74933682 12.17501039 9.85905935 11.13036894 10.51722332 16.18744348 -1.54456099 8.43136263 10.05635673 5.02536993 7.63044042 8.30726366 5.68433346 2.03808495 11.35184704 11.38088358 10.08760100 10.35222543 3.40971678 4.84783159 9.74091677 7.59762130 8.01393508 9.02821495 9.96281375 10.75672502 6.87757985 13.09383739 1.77745128 0.04054179 4.66496631 10.45727467 7.29156488 8.93327283 10.45057505 3.04047166 -0.54456099 8.99370351 8.15074295 10.38203667 7.75243083 10.08122350 9.13147168 NA 1.77745128 NA 11.85599382 8.38772958 9.96677306 3.15595966 9.13147168 8.18683380 7.71290250 11.58608518 9.47162645 3.49990965 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8.47649470 6.51621060 9.68132451 9.51688583 10.71107730 9.30570154 7.23359188 10.13058948 7.88387493 0.04054179 6.71290250 2.54297612 2.04047166 4.01009950 -0.54456099 10.55519113 7.18002848 6.54297767 9.95931055 6.03294276 -1.54456099 10.72434903 10.38255184 11.24504827 11.62120678 7.95735166 8.54424967 6.16700861 10.40095840 11.52697696 10.81334150 10.21207099 11.76043629 -1.54456099 8.49717363 1.26285406 9.76896453 8.66008577 8.91903909 9.76442246 13.38542024 15.41947183 2.04047166 11.21352955 9.53099383 NA 3.54297612 8.44419950 1.04047166 -1.54456099 6.51079739 7.01010398 14.31293681 11.01083472 7.54562711 9.63852968 10.10162329 11.40424684 8.54430300 8.95014031 10.97367599 2.45551792 1.45549162 9.72872749 9.58994097 7.64286688 4.52160358 11.30276777 9.32664969 11.31466113 9.64141218 7.67951599 10.58125096 7.27569339 4.51534661 10.23728419 0.00513590 0.00513590 0.00069327 -0.01120000 -0.00719580 -0.00747200 -0.00387790 -0.00152430 -0.00843850 -0.00843850 -0.00843850 -0.00843850 0.00513590 0.00513590 0.00513590 0.00903120 -0.50204000 -0.50204000 -0.50710000 0.00069327 0.00069327 -0.01120000 0.00000000 -0.00387790 0.00340530 0.00340530 -0.00900160 -0.01037000 -0.00247760 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.649656 11.702849 11.170619 10.100272 9.469535 11.384033 3.210404 3.210404 7.677102 5.499910 12.245354 8.865955 5.421297 8.618384 8.071898 8.605262 10.772362 7.162874 10.148130 9.159418 8.362405 9.026347 9.473123 7.488938 7.138509 11.227004 13.107743 9.958843 10.289986 NA 8.641629 6.821836 9.955360 10.374378 11.273697 9.668011 8.943355 7.265443 9.639770 6.217066 7.307264 8.837058 5.963310 3.040472 9.011062 9.446328 13.324337 10.370273 12.474236 6.769395 9.271698 11.102973 15.226282 10.988844 12.551571 10.112386 2.914947 11.577534 9.773493 10.264077 8.787551 8.315049 8.934284 10.128824 11.092366 11.517729 3.210404 5.898457 13.717285 11.333566 9.664359 6.972002 9.629192 -0.544561 11.108584 NA 12.377634 11.203854 11.051937 10.73192984 10.03624423 5.32587927 5.70344128 9.25722305 8.77066422 7.38032685 12.56858118 3.15595966 13.78018742 11.98726156 8.71995723 9.40828494 10.29432460 4.84783159 0.04054179 8.96528964 8.57185842 8.54562711 9.79592114 10.94033753 11.48600933 10.79870030 1.45549162 9.47718856 7.53499925 9.23276987 11.27489538 9.62104982 2.45551792 10.04094666 2.62543416 8.38477296 9.19022421 5.35033104 11.31873293 10.90878522 NA 12.93042465 12.55049946 10.92362951 10.13058948 7.10297300 10.77603315 11.01823405 11.97441975 10.62046554 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 5 3 3 4 3 1 NA NA 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 5 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 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 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 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6.12022751 2.42991050 9.96483338 9.13664308 10.21007856 0.55542353 7.95061946 9.28902267 5.03656927 10.64555486 9.01760378 6.61433587 9.24194288 13.17879055 9.94847528 11.23638798 10.15535535 14.52575811 -0.02958805 8.15038908 9.10747106 5.99284772 7.56666981 7.75183993 8.43195928 3.29241367 11.09201347 11.23989891 10.20469866 9.39359596 2.87737126 3.97047637 9.86983687 8.91152771 8.15287448 8.36064871 10.80771370 10.10362221 7.24660475 12.81567597 5.29240631 NA 4.99284999 10.25009053 7.08942082 9.00527899 10.66788202 0.55542353 NA 8.36708489 7.95632214 10.89964219 9.08161552 10.75224950 8.33461475 0.55542353 6.17015141 1.97048557 9.37880963 8.84084463 10.59801387 8.01213900 9.87059205 8.37349205 7.75838247 11.51857940 9.04194246 3.55544807 7.05794300 5.12022751 8.66570827 5.79065997 -0.02958805 9.23609506 9.84776411 10.00596638 8.21840727 9.64025090 9.78586323 10.82105756 5.94775965 9.68558402 9.07114241 8.80517216 4.49404433 10.20768998 2.55544807 1.55542353 5.69839908 13.85903298 5.75183859 7.34551968 10.42734773 10.48124414 5.39674519 7.16523665 10.05993048 10.37668499 10.34931673 11.31311029 11.71741412 10.96129304 10.64290532 10.18419176 10.53462942 10.61298301 9.46839169 3.72537035 3.36279248 -1.02944080 NA 10.47579533 9.66047802 9.97890862 7.84084463 9.84883745 5.69839908 6.80968325 8.66047802 8.28109267 12.04026537 8.45026027 8.44012168 6.35418413 11.14103102 11.51012347 10.70264741 9.30572525 3.78091897 10.28789253 9.71531375 11.58311813 9.15659431 8.26280145 9.81125796 9.60529097 9.56666981 2.87737126 7.16523665 7.76164298 7.47827455 11.21365397 7.45775761 6.77867249 4.82845895 10.81322316 8.69328761 10.99388781 7.86529777 10.49060753 10.13852524 11.68408129 10.01555708 8.03117571 1.55542353 8.25125090 6.67091963 10.42939921 8.76976149 10.62907971 9.14665319 7.69157883 10.31920808 7.04194274 1.97048557 6.24660380 0.97048557 3.82845895 4.49404433 2.29239894 10.01213914 5.23726542 7.17015241 9.87398525 7.20888495 3.14040239 10.83968825 9.77944408 10.89751711 11.91610670 7.26049901 8.87436173 6.04397874 10.36708478 11.01692192 11.01726296 9.89751711 11.54033556 3.36279248 9.08031070 1.77782998 10.51399519 7.55168058 9.39988671 10.40667102 14.44953391 13.02652491 2.87737126 10.87774624 10.12466519 -0.02958805 4.80337171 7.18479899 0.55542353 -0.02958805 6.93048189 7.86529777 14.02771022 9.93627148 7.61072516 9.88859775 10.41704636 12.04328250 8.94632791 8.84701223 10.63047582 3.82845895 1.97048557 9.40093258 9.56200234 7.40927212 6.31032921 11.20529738 9.92103593 10.46032790 9.68558402 8.64995993 10.58702879 7.12529774 4.55544194 11.16677475 0.1235800 0.1235800 0.0074997 0.0000000 0.2206800 0.1775400 0.0105640 -0.1135200 -0.0167040 -0.0167040 -0.0167040 0.0087528 0.0227250 0.0138280 0.1137400 0.0444320 -0.2496700 -0.2378200 -0.0836510 -0.0836510 -0.0836510 0.0000000 -0.0575820 -0.2417000 -0.1066300 -0.1066300 -0.1135200 -0.1691700 -0.2449600 -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 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12.51725389 10.70137465 4.80337171 10.99041814 10.04662747 11.34280095 8.95347362 8.44012168 8.68986872 10.49158958 12.21959343 11.35822805 6.56293689 6.87737003 13.88931946 10.49795699 10.98380265 7.59414169 10.11386312 -0.02958805 10.88673265 -1.02944080 12.89464297 11.28245527 10.72411458 10.6907242 10.4623330 5.7253676 6.1701514 9.3681546 10.0512975 6.7051900 12.6696088 3.2184092 12.9630643 11.7104715 9.5144784 7.8197914 9.8198851 6.1404044 0.5554235 10.3740246 7.4901160 9.2112712 9.8583859 11.9957926 12.7652004 11.6125316 2.5554481 9.6161384 7.7386645 9.0052790 10.8029745 9.4421552 6.0472963 10.5512096 7.7320310 6.3192079 9.9789086 6.0472963 11.2136540 10.4451999 1.2924284 12.7293278 12.2933939 9.8622637 10.3192081 7.4502603 10.9078538 12.2476220 12.4066514 9.7103028 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 3 2 3 3 4 3 1 4 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 11.1960924 8.1522499 -0.1757617 3.1541619 6.9328407 8.5125659 10.0704625 3.6316747 10.0459028 10.3419851 11.3967791 7.4279422 10.4307210 12.9262914 6.1004395 9.6396990 8.3922719 10.5441324 9.7229171 8.3459161 7.6791838 7.7441920 7.4055159 8.8836602 14.0682335 8.5401749 7.1552321 NA NA 10.7664636 10.7379531 5.1818658 8.5073102 4.6822980 10.3736191 10.1411629 11.5494690 5.3941711 NA 9.5999260 9.1154864 8.1818678 8.0722430 3.0722430 10.2160964 0.8243198 9.5657828 10.6340839 0.8243198 9.2198498 10.5454149 7.6444944 1.1462642 10.0686795 10.8502062 8.9519619 9.3692802 5.9942403 2.1462316 9.1235237 9.2970066 10.1513070 1.6316631 5.9117779 9.6428979 1.6316631 11.0790491 5.4092789 4.6056780 9.2579012 13.5976095 9.9302242 9.6799630 9.8673430 15.7742792 2.2837440 6.9689743 9.1496211 5.3161675 7.5488296 9.5134402 8.5590252 3.8839336 10.8257239 11.9054662 11.1149106 9.4985080 4.2166333 3.3478782 10.3908455 8.5230205 8.4481973 8.3979629 10.8991262 9.9197128 6.1189369 14.2558460 8.5333994 -1.1755987 1.8243198 11.2571186 7.0042250 8.2837473 10.4427013 -1.1755987 1.1462642 7.3556973 8.5037959 10.8625797 7.7191335 10.5796207 8.9625875 -1.1755987 8.5590252 3.2837440 10.8313430 9.5178026 11.0884651 5.8243147 9.0067101 8.7697595 6.9992413 12.0291925 8.7008326 2.4092823 7.6187313 5.4825256 7.7872117 4.2837440 0.4092551 9.1120281 10.0561370 11.5503210 8.5539364 9.4923143 10.4618463 10.8591147 3.9942448 10.0893447 10.5273541 8.1619376 1.4092551 9.5488296 4.7312050 2.4092823 7.2919212 14.7444127 6.5385614 5.9432579 9.2421683 11.4265506 3.0722430 7.8850118 10.2166331 9.9954926 10.4726733 10.8846739 10.8161812 11.2563356 8.9011312 7.4573111 7.3517926 10.4573109 10.3146653 NA 7.1641658 -1.1755987 NA 10.2267949 10.1752549 8.6396989 8.9967432 10.0395696 6.4316464 7.0434845 8.9791339 7.2755267 12.6097682 8.3634747 7.2959911 6.3865575 10.3769848 13.3049797 11.3757837 10.1220803 3.3314759 9.8108688 9.2219904 12.8903208 9.0410617 8.6380970 9.9367553 10.1332235 7.9892225 0.4092551 8.3998551 7.3673475 7.2080197 10.4595804 7.3272275 6.5037955 5.0911032 10.6627318 8.4878738 10.4618463 8.5351222 10.8292384 10.0331598 11.3977262 9.9203719 9.9057991 3.1462479 7.9432568 5.3321100 9.7734129 8.8044553 11.2042735 9.3201708 8.9024665 9.7191335 5.3161675 2.5247658 4.9536005 2.4092823 2.7312050 3.9117779 3.8243198 8.9024665 4.7550531 7.2421680 10.3663802 7.3517926 1.8243198 10.9632274 10.1944582 10.6834622 12.9132696 8.1074038 7.1280964 4.9546291 9.5186736 10.4069282 10.7138197 9.5221521 10.3879886 0.8243198 10.4390256 NA 9.9600250 7.3000496 9.2959909 10.6003374 12.1528504 11.9164122 6.3712103 9.5394198 10.0627205 NA 3.3478782 8.0483174 NA 0.4092551 5.7550531 7.2547679 13.8386414 10.4582237 5.4967404 8.6284466 10.4172399 11.4807406 7.8299402 8.0579354 9.9024665 8.5825391 1.9942539 10.6187316 8.4699743 7.4390255 8.3380433 10.6977598 9.4932008 10.8281850 9.7822521 6.1280975 10.6532456 3.9942448 4.2837440 11.9707253 -0.15298000 -0.15298000 0.08637700 -0.15911000 0.56241000 0.00013863 0.29644000 -0.01876500 0.01712400 0.01712400 0.01712400 0.00925440 -0.14980000 -0.15170000 -0.15298000 -0.61403000 -0.51465000 -0.51979000 -0.51979000 -0.51979000 -0.51979000 -0.62760000 0.00069327 -0.26252000 -0.33179000 -0.65789000 -0.01876500 -0.00114490 0.00000000 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 -0.207 0.645 -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 -0.207 0.645 -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 9.874845 12.441554 11.252414 10.308131 6.943257 11.910950 2.283744 3.682292 9.576696 5.943258 13.217907 10.451708 12.507859 9.476462 7.560819 8.076981 8.693138 5.868709 9.723673 11.693138 7.752094 7.948023 10.496577 7.043484 6.199354 11.745413 13.322479 10.3856037 9.7364566 0.4092551 7.8795980 5.1818658 8.7741423 11.6073139 10.1332235 8.8001638 9.4834198 5.8243147 9.6643068 7.1597059 6.4753670 10.7379531 6.0141410 5.3634760 8.8823074 7.5108164 12.7918122 10.1223783 12.0972371 9.9613710 11.2342369 10.6264282 15.7514918 11.2964988 13.4924251 10.9419588 4.9942403 12.1420110 7.9638671 11.1493400 8.0410617 7.2959911 8.7929825 10.5891873 9.0946111 10.4618463 7.7431790 9.1383325 14.3685606 9.8207893 9.1280964 6.9942403 10.6060853 -1.1755987 9.9785010 0.4092551 11.7315820 10.6038628 9.6056754 10.341985 10.544132 4.682298 6.208020 9.042273 9.031330 8.166391 11.073723 3.468166 13.033769 11.721972 9.527354 7.942686 9.585867 2.731205 NA 8.943257 7.700833 9.142859 9.954243 11.885687 10.305106 10.839731 1.824320 9.017841 7.592500 8.334091 11.351304 9.311151 1.994254 9.481634 5.496740 5.922348 8.639699 3.824320 10.459580 9.460034 4.801593 12.649672 12.884421 9.595805 9.719133 7.300050 10.999865 10.777057 11.787203 8.645994 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 2 3 2 3 3 4 3 4 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 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 4 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 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10.3295617 5.5083494 7.7867349 9.0114216 8.5059088 2.6550312 10.6465160 11.5307158 11.1933335 9.9427508 5.3863557 2.8838554 10.5662665 8.4152385 8.4985668 8.4486417 10.6376310 9.6825989 6.5372992 13.4196994 5.9136051 NA 4.2988929 10.7680276 6.2875794 8.2646790 10.8611370 -0.7011071 0.8838554 8.1475173 8.7104056 10.6476006 9.4448267 10.4587660 8.9006655 -0.7011071 7.5325141 3.2988929 9.9588905 9.5656811 10.8096587 6.3757102 9.1062494 8.6026755 7.7209590 11.2974850 7.2875794 5.0268133 6.7746276 5.3212607 8.8399911 0.2988929 -0.7011071 8.7501057 9.8687502 10.2487213 7.9062250 8.7542218 10.2974850 10.5958108 3.3863557 9.7857295 10.8711211 8.2733093 1.6208210 9.6619343 4.5083462 -0.7011071 7.0670794 14.1807733 4.1568739 4.7583245 10.5022426 11.0945284 4.3432870 7.3432888 10.6055259 9.8782105 10.2690004 10.1302018 10.7118665 11.1138775 10.8101531 9.1584294 9.6901382 10.9875820 9.5062018 1.6208210 1.2988929 0.2988929 NA 11.0575342 10.0336042 9.0736815 8.4152385 11.0937856 7.2704383 7.4021824 9.0045270 7.4126367 12.0639734 8.8106471 7.2646790 5.2296302 10.2530908 12.8995044 11.8431346 10.0062710 4.2376478 10.4294651 10.0695585 11.6370738 8.9318899 8.4021824 9.9651186 9.6531439 10.4918038 1.8838554 6.5656809 6.8380530 7.4887190 10.6879881 8.1684575 7.3847121 4.7907460 11.1654008 8.7603740 10.5192729 8.2117837 11.0229820 10.1278244 11.5186681 10.0462483 9.4048031 1.2988929 8.2207358 5.3649821 10.1576526 8.0234084 10.9356144 9.0352965 7.9535307 10.0165710 5.3212607 1.8838554 7.0199943 2.7583245 6.0403621 5.1568739 3.2988929 9.2132797 6.9571055 7.5372992 10.6337265 7.6967402 2.1062478 11.1684884 10.4403631 11.0863891 12.2450698 7.8419266 7.1815379 5.3988223 10.4985669 11.6828688 10.6015335 9.2988945 10.5444473 1.8838554 9.6586440 NA 10.1198713 7.8687503 8.9906381 10.6049562 12.0094858 13.0307439 7.5372992 10.1982515 10.3080234 NA 3.9993326 7.0459464 2.8838554 NA 5.7251604 7.0199943 13.1427175 10.5656869 6.0670794 9.4460995 10.6901381 11.3686800 7.9993343 8.8534833 9.8725418 3.8224548 1.8838554 9.7040361 8.9463531 7.2057854 9.7293471 10.8317375 9.9490488 10.1142779 9.7629910 8.9006655 10.5046878 7.4891640 4.9553919 11.7718392 -0.1147300 0.0825300 -0.1614000 -0.1536100 0.5643800 0.0376530 -0.1600000 0.0515410 0.0027858 0.0000000 0.0000000 0.0000000 -0.1147300 -0.1147300 0.0825300 0.0486990 -0.1614000 -0.1614000 -0.1614000 -0.1614000 -0.1614000 -0.1536100 -0.1650900 -0.1600000 -0.1664900 -0.1664900 0.0515410 0.0721210 -0.0088414 0.000 0.000 -0.166 -0.166 0.308 0.308 0.000 0.000 0.000 -0.178 -0.178 0.000 0.000 -0.151 -0.151 0.281 0.281 -0.115 -0.115 0.326 0.326 0.000 0.000 0.000 0.000 -0.161 -0.161 -0.159 -0.159 0.564 0.564 -0.165 -0.165 0.000 0.000 -0.160 -0.160 -0.166 -0.166 0.000 0.000 0.000 0.000 -0.166 -0.166 0.308 0.308 0.000 0.000 0.000 -0.178 -0.178 0.000 0.000 -0.151 -0.151 0.281 0.281 -0.115 -0.115 0.326 0.326 0.000 0.000 0.000 0.000 -0.161 -0.161 -0.159 -0.159 0.564 0.564 -0.165 -0.165 0.000 0.000 -0.160 -0.160 -0.166 -0.166 0.000 0.000 11.154542 11.620541 9.846753 9.656446 8.887609 12.184972 3.620821 2.298893 9.251636 5.527715 13.954649 9.694739 12.231478 11.193182 7.569050 7.699774 10.734044 7.276175 10.374374 11.041204 8.214774 8.272850 10.448534 7.861137 6.725159 10.815580 12.532514 10.8268602 9.8563583 NA 8.4812888 5.6739351 8.9730869 11.8086696 10.5132137 9.7501057 9.9025209 6.2646790 9.6442998 7.3268007 7.6298112 9.7786748 5.8224574 7.3595906 10.0412040 7.3757102 13.1578469 10.0496015 12.1510339 8.3440264 10.5592261 10.7019066 15.0373036 10.5150341 12.8689875 10.5533328 2.7583245 11.2657605 8.3568864 10.4243080 8.6476228 7.2646790 8.5372992 10.2747426 9.3595906 10.3803781 4.1062478 7.6026751 14.4279534 9.8620909 9.5277133 7.3487432 9.7947495 -0.7011071 10.4581353 -0.7011071 12.5494891 10.8892384 10.0327573 10.0645951 10.8209856 5.1568739 5.8988081 8.9888926 9.2266725 6.9499457 12.3229780 2.1062478 11.9198017 11.6012479 9.3115190 7.6660038 10.1062495 3.4688179 0.2988929 10.0242608 9.5216896 8.2761747 9.4210884 12.2390246 11.0195663 11.8481979 2.1062478 9.4850087 6.9571055 8.8145943 11.0537821 8.7480432 3.2057835 10.1230578 7.0131406 6.9853945 9.0736815 7.2646790 10.6879881 10.5627506 1.4656088 12.3832047 12.1288155 9.8076798 10.0165710 8.2530911 10.6591930 10.5414733 11.9039272 8.4042006 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 1 1 5 2 1 1 1 4 NA NA 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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4.8463027 7.3040318 2.6669838 8.6456069 9.7068672 8.4560344 7.4864079 -0.4204336 11.4006936 9.4028848 8.3965012 11.1665919 8.3526570 11.0110152 -1.4204336 7.7444248 10.7584936 4.8832982 11.0483961 9.9942028 7.6958616 2.0389629 10.5002352 10.8890963 8.4652142 7.7165088 7.8878567 -1.4204336 9.4968897 8.0653467 10.5759911 1.9014558 6.8226919 9.1379384 8.4281407 9.0338169 9.9793296 5.2088723 11.5880565 13.2850420 9.4621607 10.8029160 9.8935344 16.5909196 0.9014172 8.3996966 10.1517442 3.9718378 7.2484030 8.0892926 8.1997376 0.7462268 11.4867838 10.9556430 10.6679746 8.9425573 0.1645289 1.1644645 9.5907448 8.5087761 8.0015822 9.0693654 9.5242296 10.4206888 6.7544439 13.5848790 1.1644645 NA 7.4529619 10.2825560 7.7569372 9.0613169 10.9455665 4.2519463 NA 9.1244819 6.6616670 9.7380767 8.0450842 10.9118339 8.1607180 NA 3.5795181 -0.4204336 11.9878473 6.9889085 9.2466292 6.3074376 9.8741384 6.6563333 7.4833998 10.4541148 8.4864083 2.1644645 7.3277107 3.3344110 8.8901305 -1.4204336 NA 8.6828054 9.2903239 11.2640471 8.1831441 10.6204922 9.4598664 10.7647028 5.6775505 10.3832452 7.9036981 9.3796086 3.9370713 9.7932294 3.2799615 NA 8.4060659 14.3862686 5.4124090 10.0703685 11.6508123 9.0981708 4.2519463 6.6456066 10.4739564 10.6084596 9.8119385 10.3078634 11.6111929 10.8912659 8.4171453 9.7100882 10.5172593 11.1082159 8.8389666 0.5794698 1.3868661 -1.4204336 NA 8.6683057 9.9221479 9.6860806 7.6590026 9.7567503 9.3360740 5.2377281 8.8683837 6.7693420 12.1670608 10.0778682 8.5907450 4.8832982 11.2361659 12.6202354 11.2152357 8.9403756 3.2721725 10.2079631 9.9447465 11.6230576 9.2937631 11.1230328 8.9160242 8.7816413 9.4758499 1.5795181 8.6722747 7.0430415 8.7556908 11.2459635 8.6388486 8.2919930 3.4864055 11.3418997 8.5539322 11.4355540 9.8792981 9.8179223 10.1701047 12.0973100 9.6204922 7.0633336 NA 8.4575684 6.6402131 10.0897873 8.9104344 10.6421912 9.1682323 7.4155677 9.7643929 8.5539322 3.2233762 7.8035190 4.8274431 4.0389453 5.0057817 3.1644806 10.7665603 6.5851428 6.5102546 10.4440907 6.3016425 -1.4204336 11.0273757 10.5865448 10.8152327 9.9491150 8.8787256 8.7742006 6.0119764 10.9081925 11.1588335 10.8721268 10.0557575 11.0922581 NA 8.1588333 NA 9.8884255 4.3868730 9.0952174 9.6053493 13.5603266 14.6964504 3.4374941 11.9503412 10.2647044 -1.4204336 5.4833998 7.6074235 0.5794698 0.5794698 6.9502048 7.7619122 14.5971525 9.6629969 7.6129407 8.6046570 8.5539322 11.9653800 7.4187212 9.4804447 11.0131030 1.3868661 0.1645289 9.4560346 9.5809258 7.2448538 6.4924076 11.4044764 9.7500686 11.1367420 9.5503426 8.7804161 10.3924971 7.5337136 4.0389453 9.8149336 0.00138680 0.00138680 -0.51907000 0.00180300 0.51119000 0.00055459 -0.00595220 -0.01161100 0.01908300 0.01188300 0.01188300 0.00338390 0.00138680 0.00138680 0.00138680 0.00221930 -0.51907000 -0.51907000 -0.51907000 -0.51907000 -0.51907000 0.00180300 -0.00264120 -0.00595220 0.00000000 0.00000000 -0.01161100 -0.00581400 -0.00346270 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 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9.295480 9.969687 10.638524 11.595802 3.223376 5.347701 14.496168 10.986520 9.529344 6.640213 9.303178 1.749448 11.464642 NA 13.014406 11.045734 11.064340 10.476228 10.183607 6.373934 5.954557 8.716509 8.369051 5.836906 13.144496 2.971829 14.413248 12.558853 8.069365 8.516038 9.985723 3.334411 -1.420434 9.556797 7.892401 9.227875 9.822096 11.377787 11.772427 11.328968 1.386866 9.896930 7.402885 8.903698 11.086321 9.513208 2.038963 10.162130 9.906509 7.919367 9.686081 7.030729 11.245964 11.323931 NA 13.187888 12.231690 10.343560 9.764393 7.958896 9.933767 10.465214 11.394509 10.164367 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 1 1 1 1 2 3 2 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 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8.15374607 8.27138225 8.89885952 10.18406639 10.74634846 6.41251904 13.51831837 2.01163876 0.59664896 2.01163876 10.25719158 7.34255563 9.26548636 10.63506318 3.40396299 NA 8.01163876 8.53323939 10.34353552 6.49545533 10.19960941 8.46901984 NA 2.47108338 NA 12.11492669 8.51148464 9.97091633 4.53520071 9.25481298 8.67519704 7.79299847 11.38123621 9.13963321 3.09911002 6.38667819 5.33356685 8.75141953 -0.98821814 NA 8.77152710 9.59941637 10.28426866 8.32452171 10.94126715 9.50949079 10.64008439 4.18156376 9.78971605 10.51992889 9.70947520 3.53520693 9.83977540 7.08845435 NA 7.95121826 13.55491241 0.59664896 7.50749418 13.75152495 9.03816234 4.59660126 7.24045745 10.99320618 10.62910631 9.61248096 11.14445986 11.13414334 10.73102766 9.94163689 8.66448391 10.21069764 10.74295787 9.27679673 2.01163876 2.01163876 -0.98821814 2.01163876 9.78807195 10.95854518 9.17780196 7.96874109 10.11474962 13.88060608 7.08845435 8.59095488 4.33356685 11.73209690 10.80808414 8.34031391 6.47107037 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0.000 0.000 0.000 0.000 10.153107 11.545699 13.809047 10.125381 8.912506 10.963288 2.918539 3.535207 8.273734 6.240457 12.229899 8.653889 7.792998 8.664358 8.099632 8.839775 11.270499 7.166457 10.398579 8.421030 8.685831 8.705021 9.526028 7.391018 7.269027 11.164874 12.756578 9.15374581 10.33750650 -0.98821814 8.55660338 6.55853398 10.12863250 10.78601415 10.83659765 9.17277076 9.14349572 6.79954196 8.98461868 7.06148785 8.03677859 9.05739855 8.08041730 5.64099682 8.25243032 8.49343839 12.57447754 10.59566179 12.10472628 6.47712358 10.59189742 10.43370363 15.41340172 10.96982905 12.74104720 10.19092592 0.59664896 11.77505873 10.65143178 10.13898836 9.18156376 8.34031391 9.25243032 9.98390068 11.38205386 11.54302031 3.53520693 7.06692119 13.62760581 11.31484882 9.85241684 6.58149436 9.51745051 0.01163876 11.11164411 -0.98821814 12.66481984 11.07390430 10.88238887 10.7288869 9.9371933 6.1511911 6.3245226 9.0256592 9.0532979 6.1613859 12.3769812 0.5966490 13.1336580 11.7694456 8.7648557 8.6840466 10.1129580 4.4710704 -0.9882181 8.7172713 8.1613859 9.1030743 9.5594010 11.5102388 12.1513501 10.4183754 0.5966490 9.5710159 8.6482634 8.8633878 10.2308074 9.7547903 5.2404594 10.2993513 7.2063961 6.2784253 9.1778020 5.5194350 11.0669213 11.2536220 NA 12.4703018 12.4422221 10.4853446 10.0312296 7.5352007 11.0519286 10.3697406 12.7050387 9.6707161 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 1 3 2 3 3 4 1 1 NA NA 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.088964955 10.502137732 8.728148069 8.509691884 7.142847366 8.598618670 9.201132702 15.404003116 7.818720848 7.019803086 -1.595096878 -0.594878965 9.870659548 10.057041884 3.653025612 7.385232567 3.159984327 9.172450012 9.691073304 8.166644654 8.117620247 4.382369830 11.637064340 8.952951740 7.773599477 11.630903136 10.885631024 11.165813165 NA 8.780132573 11.490565668 4.105535611 12.007792085 10.740204413 8.081050365 3.405093798 10.480756178 10.525655089 9.343937631 7.572511518 6.731522691 2.797407330 10.431616692 8.480572518 10.710585020 0.405121035 6.250582665 10.598926509 4.077516470 8.370877429 9.623656383 5.159980291 12.083871594 11.640808300 10.314236208 10.499500815 9.958722494 16.578824017 -0.594878965 7.487241935 9.059729218 4.077516470 7.115899907 7.487241935 8.337307909 1.212444829 11.233824743 11.327120051 10.137684618 7.786636218 6.575018800 4.159984327 10.095091176 8.159980796 8.813423038 8.578770439 9.563071735 10.456981877 7.163316572 14.700377867 5.624261770 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8.593682060 3.762646467 11.314048663 13.296829462 11.231840314 8.924729383 3.613767368 10.285441985 9.586245515 11.424336431 10.142763015 11.323211072 8.936474817 8.972098684 11.853854830 6.978740199 7.961599021 7.376636809 7.479234604 11.179674384 11.038431312 7.878372839 5.323957260 11.106183013 8.461730720 11.344488772 9.731522691 9.934523726 10.258792608 11.063527884 9.573765325 6.287736386 -1.595096878 8.817662906 6.382373289 9.852693042 9.108131583 10.958696108 9.503125285 7.822945517 10.017501061 8.228460377 2.105543992 6.359289230 3.690495319 3.959677434 2.797407330 3.492558242 10.896445257 6.353460919 6.713431883 10.564828940 6.166645156 -1.595096878 11.569371655 10.663659232 10.890670956 10.645586476 10.259961534 9.539275541 6.552603012 10.378431857 11.210434041 10.641705423 9.725329615 11.028288868 0.405121035 7.942311575 NA 9.924729531 9.563702891 8.841804908 9.928655162 14.436471346 12.966918122 4.133012711 10.274301503 10.927919929 -1.595096878 3.690495319 8.412120562 0.405121035 NA 6.671879278 8.089841856 13.978533302 10.688479723 7.427461192 9.607829252 9.421204992 11.752852979 8.480572518 9.441019449 10.493550170 2.105543992 1.727005550 9.943282126 8.508381111 7.095091044 8.573765325 11.555951143 9.943282126 10.906930419 9.058556239 9.514923885 10.314986259 6.643498357 4.293105583 9.838678589 0.00180300 0.00180300 0.00485770 0.00194180 0.00750000 -0.00078972 0.00055459 -0.01630900 -0.17094000 -0.17094000 -0.17094000 0.17392000 0.00180300 0.00180300 0.00180300 -0.00360110 -0.37276000 -0.36680000 -0.36680000 -0.36680000 0.00513590 0.00194180 -0.00055444 -0.00719580 0.00152550 0.00152550 -0.00290910 -0.00180140 0.00597000 0.000 0.000 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 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2.105543992 14.474815682 14.136279631 8.105532992 7.587735519 10.082372349 4.335833368 -1.595096878 9.037179576 6.971146902 9.543364994 9.493623119 11.169964825 12.121912661 11.062858218 -0.009989098 9.325446007 7.557377922 8.976845905 9.540161175 9.046241935 3.048951077 10.362558104 4.944254074 8.126192341 9.661301930 3.762646467 11.179674384 11.209022503 NA 12.441009175 12.809702603 10.663953679 10.017501061 7.839721553 10.861447612 11.094436071 11.288362715 10.261771613 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 3 2 3 2 1 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 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 0 0 0 0 0 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8.6815824 6.2672230 9.9364546 11.1895785 10.3269844 8.3412239 9.6476110 6.5674679 8.7626877 7.5956454 6.6042582 9.7607627 8.2062940 2.2119467 7.7665296 9.2439865 12.9910445 10.7879527 12.4956080 9.0403311 10.5197108 11.5864369 15.8205133 11.0361040 13.7481880 10.4207848 1.7968884 11.9508775 8.5338689 10.7964336 8.5202796 7.9601334 9.2780301 10.0907580 10.2363879 11.3859302 3.2119467 7.2672230 14.5361118 10.8344502 9.1352683 7.6804833 10.3843683 1.7968884 11.1135619 NA 12.2006255 11.2331394 10.4734481 10.5242565 10.5760755 5.1892197 7.1006844 8.7722737 8.0699218 6.4213933 11.9235819 3.0192927 13.7294256 11.6470901 8.6319010 9.9583712 10.0527187 5.8843659 2.0193105 8.9210245 7.1426779 8.7665296 9.7296102 11.6308475 10.8861331 9.6319010 -0.7881156 9.9441082 6.7276401 8.5628800 11.5302011 9.9132473 5.0448312 9.9718289 10.2542841 9.0761269 8.9313297 2.0193105 10.6785271 10.8670242 NA 12.8791632 12.2969152 10.3635916 9.6569555 7.2563351 10.0699218 10.3768478 12.5007723 9.4486127 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 1 NA 4 3 2 3 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.560606e-06 5.20202e-07 NA 10.7586943 9.5832981 7.1500976 7.1038753 10.2923201 7.0861182 NA 2.5837357 5.9102722 8.2413788 10.2383253 4.7819472 9.7640120 10.4550300 11.7220044 10.6793000 10.6944186 12.2033269 6.2383245 10.2097714 8.4163783 10.7554942 10.3351074 9.1386804 7.8515373 7.2011722 9.1205539 8.8374816 11.2693196 8.5528988 6.8713816 NA NA 10.3655108 10.4563446 5.9102722 7.6821118 2.6776210 8.6685652 9.8027655 10.9288560 6.7819472 1.9406554 10.8146015 8.9425221 6.1630378 10.5620861 3.2625685 10.5899009 -0.6443071 8.8130632 10.9864044 0.3556929 11.0067339 10.6030164 7.7608237 -0.6443071 10.5203252 10.4784779 9.2089917 8.4431450 5.7132339 NA 9.2152170 8.2685715 10.6236393 1.3556929 6.6594637 8.9102710 1.9406554 11.7504128 8.0526496 5.2625722 9.1037911 10.9886774 9.5928922 10.8841363 10.4958729 15.6596948 -0.6443071 8.7176260 10.4184030 5.5455082 7.4431450 8.3214664 6.0699277 2.6776210 11.1794475 11.6885580 10.1468451 10.4116424 5.3329621 4.3556788 10.0630414 7.6594629 8.2655752 9.4952337 10.6259775 9.9850388 5.7819472 13.2207388 1.6776210 -0.6443071 5.9555941 10.7192694 7.1238669 8.3669097 10.4217714 4.7819472 NA 8.5430341 7.6548902 10.5007100 6.8232883 10.5243543 8.7132342 NA 4.9703935 NA 11.8703963 8.9006468 10.4477787 3.8792450 8.9868591 8.7819468 7.5205888 11.3790901 8.6999781 3.6776097 8.0245674 4.1105720 8.5028871 NA -0.6443071 8.8654571 9.8273575 10.6439716 8.4926732 9.7650732 9.8304022 10.3599027 2.9406366 10.0526497 10.3069669 8.9886773 3.3556788 9.3752730 5.7986260 NA 8.0210183 13.8785089 1.9406554 9.6776102 13.0528670 9.5712153 3.8792450 7.1758609 10.0912382 10.3959719 10.1774562 10.8248153 11.1184795 11.0369207 9.8782637 8.2804947 9.9639370 10.8679289 9.1868786 4.1105720 1.3556929 NA 1.6776210 9.7066214 10.9873140 9.0543870 8.4926732 10.3505023 12.4512441 5.6224677 9.2625729 6.5256069 12.3797830 9.6955323 7.8394980 6.1370424 10.6645900 12.7093804 11.0098707 9.3686839 3.9597516 10.4028062 9.4655129 12.0285495 8.9518719 10.2128857 9.6294778 9.6640213 10.4681217 -0.6443071 5.7479996 5.9255390 7.2565493 10.9537347 10.9896855 8.6343638 3.8792450 10.7126843 8.4431450 10.6166018 7.3724907 10.2011723 10.2027396 11.7027499 9.4836765 7.1038753 2.6776210 7.8713823 5.7307215 9.8027655 8.6503029 10.9271979 9.4324978 7.5054297 10.0049384 6.2864191 0.9406554 7.3724907 4.3098819 4.3098819 4.0561239 1.3556929 9.9583810 6.7307215 7.0421825 9.7703674 6.7406821 NA 10.7154318 10.3690049 11.1622318 11.8032821 8.1172332 8.2864196 6.9865679 10.9335830 12.2167691 11.2771513 9.9968308 11.3637606 0.3556929 8.7608237 NA 10.4881820 8.6798629 9.2167691 10.2557943 12.3027712 14.4991452 0.9406554 10.9754437 9.7756424 0.3556929 3.6036085 7.8948408 0.9406554 NA 5.8634776 7.3613069 14.3844948 11.4014487 6.6503036 9.3358218 11.2023479 11.0844531 8.2565489 8.7794075 10.5016144 1.9406554 2.5256179 10.0058364 9.4746232 6.7903107 3.7479996 11.1678595 9.1948861 10.7949937 9.6514511 7.1694631 10.2383253 7.3040492 4.2136661 10.8364724 0.01045300 0.01045300 0.23333000 -0.02158800 0.59519000 -0.00534010 -0.03784000 -0.04666000 0.01201700 0.01201700 0.01201700 0.01257500 0.01045300 0.01045300 0.00193540 0.00380590 -0.35851000 -0.33925000 -0.31804000 -0.31804000 0.23852000 -0.02158800 -0.00396370 -0.03784000 -0.00035658 -0.00035658 -0.04666000 -0.00575490 -0.47701000 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 10.769839 12.026338 12.752153 9.815114 8.636453 11.519017 3.677610 3.262568 8.355682 4.970394 12.223154 9.026391 8.386349 9.056070 7.711385 8.894841 10.455687 7.894841 10.378743 8.953735 7.855528 8.296612 10.207658 7.902577 7.469424 11.042183 12.637902 9.7033035 10.0647661 NA 8.2444257 6.0836027 9.6548902 11.4034878 10.5547411 9.6537447 9.3835883 6.5553545 9.0543870 7.3386758 6.8232883 9.1419518 7.7220042 4.9703935 8.5940868 8.8674347 12.9879959 10.5105003 12.0165695 8.0930309 9.5687865 10.2708147 14.9893870 10.3084235 13.4224442 10.3570904 2.6776210 11.7159806 9.9302758 9.8374816 8.9443970 7.8394980 8.9611617 10.3142350 10.3849694 10.9164927 3.5256054 7.1304697 13.8866542 10.8763009 9.6071646 8.7044103 9.6514511 0.9406554 10.6042028 NA 12.3180360 10.8897176 9.9977339 10.4550300 10.7554942 5.4849663 7.3214664 9.1517219 8.9759021 7.3613069 12.4713420 3.1630317 13.7247342 11.3196620 9.0526498 8.7419543 9.8909576 3.9406460 0.9406554 9.5553545 8.5331019 8.9312215 9.6387706 11.6062767 11.6514512 10.7882241 2.1630478 9.6537447 8.5869036 9.2260470 11.0686390 9.5168141 5.3329621 10.1893630 7.8314156 8.4952335 9.0543870 4.4431425 10.9537347 10.5693941 NA 12.5687864 12.5257638 10.4615908 10.0049384 7.5455066 10.8540328 10.9316941 12.4537801 9.1848342 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 2 NA 4 3 1 6 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 9.48828483 11.10155304 NA NA 4.34338650 8.67387403 9.30861844 5.82143216 6.10081370 10.60211805 11.55446088 7.21316159 10.84057031 11.89943359 2.53602803 8.60570248 8.89211381 11.41688781 11.52376658 9.32066360 9.32284301 6.88180409 7.77443392 9.37418225 7.31300998 7.52804224 -1.04900910 -1.04900910 NA 10.45389820 10.82143104 2.75843111 6.96229336 0.95106553 9.49409815 8.11848432 10.38829826 5.16052091 NA 8.71593797 8.78078908 1.27297870 7.07000713 NA 9.64368179 NA 8.29536212 11.26139512 -0.04885985 7.83980972 8.72255585 8.17506795 -1.04900910 11.12439056 9.76568093 8.34250319 8.46281920 3.41050393 -1.04900910 9.18228758 8.08292342 9.97482067 1.53605290 3.27299362 9.16173781 1.53605290 8.47462829 8.34123548 5.79655623 8.93673745 12.62691315 9.27637174 10.86955699 9.16902404 13.29654091 NA 8.18947125 5.92834663 5.05958890 8.11848432 6.66531175 5.34338295 2.99457972 12.00753471 11.66938514 9.31301021 3.80904395 7.14582314 5.56577689 9.33908370 9.93904082 9.27861904 9.78790566 9.57586178 10.84247033 6.64455284 13.51211558 -1.04900910 NA 0.53605290 10.49119442 8.14582314 10.30751835 9.59852470 NA NA 7.98724013 6.38569505 9.36559303 8.85795705 12.01226878 8.62702347 NA 5.16052091 NA 12.19973519 7.97620609 10.01243752 2.65149950 13.26047165 3.19899697 7.88475725 10.65107251 9.21080964 1.27297870 7.29979414 3.90526424 9.10208279 NA 3.53602803 8.23646870 10.75842128 11.61262181 8.21316110 12.35341229 9.76804998 9.55097914 4.37733202 10.33206845 6.07000713 9.03321539 3.53602803 10.53649843 3.41050393 NA NA 13.65031344 0.95106553 1.53605290 2.41050393 9.56669607 2.27300854 6.73242660 9.25712804 11.83485518 10.63362211 13.01942478 12.88384120 11.26196308 7.83676300 5.86993061 9.61817789 10.14089085 8.95305159 3.95106553 6.63054672 -1.04900910 NA 10.22777236 9.20373169 9.85419502 7.72585361 10.08467740 13.82436627 4.16051687 9.04117890 3.34337939 10.74222926 11.88623141 10.23762406 6.02788168 10.73201619 9.94329663 9.58587742 8.79498731 10.74104414 9.74466972 11.05762931 11.96891870 9.68068706 10.60614978 12.13252923 10.98895644 3.59491873 7.27299455 0.95106553 11.42882463 10.46479394 10.92798843 14.70303896 7.32092507 3.03852398 10.70177333 9.61640236 12.25926316 2.75843111 9.75196626 10.40690726 11.85701739 10.80632422 5.19899304 -1.04900910 9.83141509 7.53602880 8.94965690 8.70428305 10.62652948 9.44792008 8.06480850 11.43135166 8.72090431 2.12098224 6.89358064 11.67579335 -1.04900910 3.70595579 -1.04900910 11.85814480 6.14089111 10.11093764 8.63406102 7.51437716 NA 11.25570289 10.32284301 11.40921658 10.54679002 8.38985802 11.54188494 5.95511748 10.60883142 10.70261045 10.37733115 10.64542427 9.94753978 5.62349233 7.50181331 NA 9.83980956 7.95669095 9.44692138 9.11597323 11.33369039 13.55086300 0.95106553 10.08997807 9.34230984 -1.04900910 2.27300854 6.49796038 NA 1.75843111 9.03055127 7.68577620 12.31054141 10.48445941 9.04646350 9.74791720 8.93690820 11.93245524 9.14212544 8.63066975 12.13439157 0.53605290 0.95106553 9.54818787 10.02118723 6.84588392 5.49022674 11.76785004 9.89138000 10.82066021 9.62113831 8.13594164 10.90780552 8.32393160 4.59492470 9.36257728 -0.81872000 -0.82491000 0.00360760 -0.01367700 0.02013400 -0.01009400 0.01307400 -0.00650500 -0.11952000 -0.11952000 -0.11952000 -0.11952000 -0.80848000 -0.80848000 -0.83260000 -0.00774820 0.00485790 -0.00167690 -0.00167690 -0.00167690 -0.00167690 -0.01367700 -0.01018000 0.00083195 0.01698500 0.01698500 -0.00650500 -0.00484610 0.01223700 0.000 0.000 0.000 0.000 0.000 0.000 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 9.33044479 11.54725610 0.53605290 10.23183714 9.24453795 6.68577620 2.27300854 8.69253321 8.61284454 -0.04885985 11.95440859 7.25585098 9.13221849 2.60755521 8.73134347 9.15319024 11.52943905 6.12099053 12.28966349 6.50565596 8.94258810 9.23857097 9.81188954 5.69253321 8.75842111 9.82374124 12.49095216 9.54258869 9.70428305 -1.04900910 9.27637174 8.65842537 9.96299242 11.88917569 11.66617038 8.40021513 8.34338384 7.91387554 9.62349178 5.58042290 1.75843111 9.02386882 3.41050393 4.62349233 9.28980266 9.05697498 12.03205038 9.51902249 12.79841739 4.19290429 6.63054672 8.43890618 12.12286865 9.00770401 13.26139511 10.56991066 -1.04900910 8.36045734 9.86769234 10.72832165 9.73978466 10.23762406 9.54539100 8.90380775 7.71261779 12.28170318 6.77761434 5.32610586 13.28884782 11.31437983 10.13035343 3.75996539 8.93120584 NA 11.51354730 -0.04885985 11.44492180 10.97411376 11.50517550 10.6021181 11.4168878 4.8579561 4.7059558 7.8121536 9.2456870 4.7584204 13.0284471 2.9510655 14.4921932 10.6554024 8.6635933 7.9376192 11.3420414 0.9510655 NA 12.2134549 8.2571280 10.3903778 10.1816872 10.4434203 7.7422293 9.6942177 0.5360529 10.8579570 8.2548472 9.9059897 12.0262112 10.4419172 0.5360529 8.0305513 4.2364697 8.6840816 9.8541950 8.7744336 10.9279884 10.9910135 NA 12.3153378 12.6331831 11.0566475 11.4313517 6.6445528 11.1030342 9.9580936 10.2968153 10.4956058 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 5 3 3 4 3 4 4 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 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2.1107641 11.2872865 10.5658268 11.8896942 8.2362180 4.0559852 2.2717245 9.6697477 8.9091466 8.0704586 8.9171748 9.6155193 10.1885913 6.7311479 13.3248129 5.6563791 -0.8980810 1.1017845 10.5228045 7.9219706 9.3437749 11.4607175 NA 4.6563820 9.1255460 7.4768312 11.1292312 10.1413961 10.7830301 8.5090592 NA 8.4416416 2.8022346 10.5830865 7.3014642 9.8888779 4.3112415 10.2965485 9.8872441 7.8864264 10.8591817 8.8550083 2.2717245 7.9659776 5.5775255 8.6331733 NA NA 8.5447350 9.5795500 9.7653498 8.7900418 8.4101308 9.2977790 10.3384038 3.2717095 9.5405835 9.4021442 9.8931011 3.9597702 10.0154291 2.9091394 NA 7.9472816 13.6579983 6.3591803 5.3306086 8.5322441 8.7091221 3.6867582 6.5775255 10.9648163 10.9390253 10.0646877 10.4670205 11.2727338 10.8724556 9.7759839 8.6233921 9.7347868 10.7528433 9.6314956 6.1352147 6.0790708 0.1017845 NA 9.8449430 7.2566097 9.1998237 7.8896944 9.7098985 6.9966091 8.8160371 8.0266042 6.8297126 12.6018866 10.1563960 8.4854961 5.4593431 11.1842734 13.4680456 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6.067576 13.611196 9.285985 14.074996 10.039783 8.235859 8.146186 10.436624 5.511183 10.688631 11.092959 8.320960 9.066566 10.010717 7.760003 6.959772 11.995283 13.184024 10.430467 10.497326 NA 8.987488 7.026604 10.700775 10.864174 11.724072 9.474657 9.775101 7.344966 10.205735 7.096145 6.664035 9.562248 7.215534 6.625354 8.352090 8.215534 13.149427 9.697981 12.990345 8.418186 11.189917 10.447751 16.633927 11.954321 13.066133 10.765350 2.101785 11.068297 8.891325 11.934879 9.179942 8.485496 9.494109 10.291616 11.381402 11.591640 2.561228 6.972156 14.221416 11.016924 9.609586 6.067576 10.284186 1.909159 11.368578 -0.898081 12.842205 11.395803 10.803531 11.005297 10.032529 7.124160 8.797020 9.158429 9.118600 7.432709 12.383549 2.271724 12.813566 13.155887 8.452731 7.454188 10.055261 5.189255 NA 9.520698 7.340196 9.360358 9.510121 11.632929 12.263081 10.799194 2.271724 9.878225 8.005673 9.302690 10.391810 9.584600 3.959770 10.193227 10.550940 7.359179 9.199824 5.593644 10.369164 11.214557 4.146183 12.656021 12.823638 10.181943 10.101792 8.199824 10.510652 10.684404 11.159167 10.047982 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 1 NA 5 3 3 4 3 4 4 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.72112051 7.02845423 10.83353370 0.52596862 8.54276182 11.15196660 3.33330923 10.10149264 10.48933119 7.63098857 NA 10.42657371 10.51006797 8.79685599 7.48014958 4.69587692 2.40042863 9.79117771 9.39426160 10.46846795 0.94095602 5.88350596 9.70420333 1.26291418 11.04853496 9.06252435 7.25840397 11.38429971 12.05879632 10.36830379 11.36751773 10.75156255 16.63321135 -1.05889369 8.16740309 10.15713051 5.28084128 7.57761538 8.59920247 8.54832140 3.18968226 11.30731313 11.36830374 9.73296768 6.95221823 5.44878535 3.52595610 9.73296768 9.29634200 8.53904324 9.35461877 9.79741641 10.34932060 6.86580378 14.02355579 3.79897330 NA 5.15044595 10.71660120 7.96889715 9.13328378 11.14617323 3.52595610 NA 9.68666527 7.35461877 10.66716646 9.82516137 10.45767585 8.85388028 -0.05904398 7.44878535 -0.05904398 11.03374805 8.01780669 9.90605359 1.52596862 9.76116990 9.08309793 7.79897200 10.85836299 8.38393450 4.55569961 6.83580915 5.07027339 8.32685324 -1.05889369 NA 9.30949727 9.57489433 10.21128628 8.65866743 7.77071344 9.93463695 10.23273713 0.52596862 10.20660599 8.36095109 9.14322503 2.52594357 10.16980953 4.29854102 -1.05889369 8.24477149 14.09766655 4.43284586 2.74835389 8.29192996 9.72562580 3.84787668 6.90677518 10.89954363 10.67612378 9.83732328 9.74995505 11.27880231 11.02646334 8.40451531 10.32415511 9.32469519 10.66891139 9.76400771 5.51084802 9.64316353 NA NA 9.36410685 9.21595131 9.46062708 8.07541711 10.00217311 11.35091212 6.29854285 9.85238281 5.97441459 12.90216925 10.15409506 8.54647046 4.26292169 10.90352550 13.45564331 11.53157797 9.59963971 4.53284681 10.59338776 9.46749021 12.23302489 9.07156158 9.59204267 9.31211399 8.52407347 5.99627349 6.54832102 8.11341817 7.98538487 7.38807413 11.06414233 9.31706207 8.78137545 2.52594357 11.15803982 8.70586251 10.60765877 8.52970540 10.29634200 9.65695286 11.49797585 9.80595083 8.76435810 -0.05904398 9.73621892 6.48788504 9.67739284 8.51274362 10.75528494 9.52876840 8.28750462 9.88203849 7.68245812 4.22639292 6.25387395 1.52596862 1.26291418 4.02845423 2.40042863 10.17461053 6.51084644 7.14556232 11.15470269 6.26912668 -0.05904398 11.17879835 10.77822460 10.92505330 11.35197217 9.28084082 8.67231006 5.69974595 10.95256763 11.83030473 10.80168993 9.93392917 10.28861223 NA 8.72071009 -1.05889369 9.77388097 8.97165793 9.41672428 9.90099281 12.35422213 13.13597855 6.20777770 9.69420760 10.54276172 NA 3.87691962 7.76116957 -1.05889369 NA 6.92967503 7.74834583 13.57455379 10.70465560 7.76116957 9.23905357 9.72807731 11.68119329 8.20073435 9.23085986 10.35408989 5.74834583 4.40042180 10.00708012 9.54368978 6.85985404 9.64575911 11.13636310 9.75075907 10.35673267 9.89227565 7.78019459 11.99134975 7.44083678 4.98844384 10.89191126 0.0054139 0.0066653 0.0232110 0.0150280 0.0153080 0.0000000 0.0024969 0.0508190 -0.0744110 -0.0744110 -0.0744110 -0.0744110 -0.0162920 0.0054139 0.0066653 -0.0024938 -0.5770400 -0.5815300 -0.5815300 -0.5815300 -0.5815300 0.0150280 -0.5917500 0.0024969 -0.0033243 -0.0033243 -0.5813700 0.0070826 0.0055529 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 10.650075 11.593836 12.845908 10.407577 9.308406 11.051474 4.400422 2.940994 8.442828 3.695882 13.714645 9.892013 12.209387 10.164251 7.976917 8.115917 9.824398 6.424806 10.401959 10.850509 8.722351 9.029196 10.337756 7.491738 6.641430 11.857803 12.976048 10.36358133 10.38755727 4.94098890 8.81597210 7.02845423 10.05668486 11.16378583 10.76276488 9.71330540 9.12586623 6.96889715 9.94169513 6.95779971 5.72235126 10.88716615 6.53344810 5.77388031 9.60098684 8.57216814 12.51369113 9.65781040 11.11248049 7.55153601 11.36200374 10.84411955 15.76547735 11.40374874 13.13620930 10.76992072 3.94099360 10.73743614 8.16015934 10.87726074 8.63621930 8.54647046 9.25046731 10.59473169 9.43584650 11.15985683 5.81135543 6.28971829 14.38707779 10.91217515 9.16740309 6.58484678 10.10401160 NA 10.93675806 -0.05904398 12.59125732 11.15728813 10.35461888 10.90424827 10.18951153 6.38393407 8.37561900 9.25840350 9.25840350 9.04820784 12.56483925 1.94099360 12.79352040 13.20191043 8.67400614 7.14164430 10.10464055 1.94099360 -0.05904398 9.47917982 7.48402290 9.47723815 9.14012346 12.07316929 10.87836471 11.32064003 0.52596862 8.96335881 8.48788544 9.07027393 10.39117118 9.45373136 2.64143042 9.95779913 4.69587692 7.11091547 9.46062708 4.02845423 11.06414233 10.67188556 0.94095602 13.04665392 12.23244941 10.63752385 9.88203849 8.36095109 10.48981285 10.26910482 11.17469447 10.14691241 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 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.2575213 11.7892632 4.9601595 12.0256265 10.2228023 9.6380838 11.5492135 10.1456130 15.8411828 -1.3065019 8.5055492 11.0961173 5.2011673 7.4515952 7.5071532 4.3372258 1.0152835 11.3060099 10.8316436 10.4644484 10.1776911 5.8732817 6.0332226 9.8018962 8.7254174 8.0332220 8.6446563 9.6634777 10.4153254 7.5167393 13.2702694 3.4482534 -1.3065019 6.4280821 10.3851153 7.7295453 9.2979251 10.6170706 2.5007256 2.6933643 10.0332217 9.0062548 10.7926899 7.1971970 11.1571516 8.0942514 NA 3.5007256 NA 11.6285368 8.3640278 9.5843960 4.9787722 9.7728566 9.2218259 7.3190805 11.3631426 9.5836360 1.6933643 7.8123127 6.1609766 8.7350310 -0.3066803 NA 8.3408302 10.2149722 10.0079550 8.4314642 10.5552341 9.4356811 10.2872296 1.0152835 9.4314640 7.4877878 9.0985133 5.3515824 10.1907246 4.0856881 NA 7.9902878 13.9284136 1.0152835 9.7946909 12.3353106 8.2267017 4.5007256 6.6989963 9.5167389 11.0934506 10.2513140 11.8290810 11.4809376 10.6573515 9.6891389 8.6975921 11.1726468 10.7129625 9.1928190 5.0856881 1.0152835 -0.3066803 -0.3066803 10.0276451 10.7894280 9.4255392 7.5972533 9.5068003 8.1445828 4.9412988 8.7143517 6.0152991 12.4913372 9.9281892 8.9173733 6.1852243 11.7297171 12.0961174 11.3935947 8.4565840 2.6614532 9.7274828 10.1947113 10.8607899 9.1751713 10.3622567 9.4648612 9.6511994 9.2267014 1.8633042 7.6677864 6.1027631 7.8707913 11.2629900 9.9787798 9.1160042 3.5513561 11.0743738 8.8405765 11.3053187 8.9914343 9.6388156 10.0722085 11.8004253 10.3309023 6.7861285 0.6934089 8.2090717 7.7432201 10.2641762 8.7661744 10.6813107 9.0520229 7.4975030 10.4200157 9.0487228 -0.3066803 6.5135508 4.5007256 1.0152835 4.6241067 0.2783417 10.7748552 6.7648344 6.6002623 9.4799599 6.4972451 -1.3065019 11.2376118 10.2359200 11.4730911 10.5517413 8.3444233 9.9781958 6.0191726 10.7946909 11.3009332 10.7791761 10.0754553 12.0618782 NA 8.8469239 1.6933643 10.2741014 8.7459398 8.9507597 9.8664241 13.2459208 14.6770334 0.2783417 10.6863101 10.0152998 -0.3066803 3.9787722 8.2090717 0.2783417 2.5007256 7.8905884 7.9787739 14.8438727 10.9466372 8.4348388 9.1101693 10.1691051 11.8667366 8.5372930 9.2265651 11.6075700 1.2783417 1.5007511 9.0953179 9.8277981 7.8807241 3.9787722 11.5221033 9.1962035 10.9350570 9.3722974 7.3657975 10.4615561 7.2820867 5.2169321 9.9442623 0.1692600 0.1692600 -0.0067813 0.0904300 0.5334800 0.5180400 0.0000000 -0.0169790 0.0540910 0.0540910 0.0540910 0.0540910 0.0175090 0.1692600 0.1692600 -0.0077482 -0.5687300 -0.5651500 -0.5651500 -0.5651500 -0.0067813 0.0904300 -0.0187650 -0.5805800 -0.0536110 -0.0685010 -0.0169790 -0.0381700 -0.3944100 0.000 0.000 0.000 0.000 0.515 0.515 0.000 -0.394 0.000 0.419 0.419 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 0.419 0.419 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 10.818139 12.065421 11.438626 10.162505 9.526262 11.022047 3.737762 3.337226 7.247730 5.365798 11.723522 8.496437 8.576015 7.298406 8.296757 9.248919 10.426387 6.786128 10.515544 9.757441 8.132163 8.724053 9.263768 8.079234 6.827797 11.542972 12.470730 10.3103800 10.6311134 -1.3065019 8.7143517 8.1300835 10.4457524 10.3007020 11.9684778 9.0575063 10.0426530 8.5135508 9.8595348 8.0487228 5.8123134 9.1445828 7.8226550 4.1196384 8.8226546 9.3480077 13.3743356 10.4403059 12.8616521 6.7657986 10.9037387 11.0175523 14.8093907 11.6404607 13.3249467 10.9937243 2.1528000 10.6181842 10.1159622 11.4513867 9.4615560 8.9173733 9.4272345 10.3920764 11.9643970 11.7665091 1.6933643 6.2169340 13.5254008 11.5976300 10.4323085 7.1691052 10.9073873 0.2783417 11.1882273 NA 12.7829877 11.7579141 10.9586938 11.1196365 9.9828144 6.8732805 7.6329509 9.3877296 9.7867893 7.7377658 12.4193333 3.0856966 13.8241032 12.7984618 9.0175523 9.1495515 10.3706509 4.9601595 0.2783417 9.0575063 7.4648610 9.6756524 9.6641966 11.0673244 12.7445807 10.2320456 1.6933643 9.4101912 7.6062608 8.9472193 11.3838063 9.7574408 6.0420993 10.2712725 8.7309188 8.3227286 9.4255392 2.2783417 11.2629900 11.2489195 NA 12.2665455 12.4694963 10.4238419 10.4200157 7.3938117 10.8380300 11.4867718 11.3273228 10.9474290 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 2 NA 3 2 2 3 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 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10.38997533 8.47434315 8.02449090 4.45601758 9.68220966 9.19380155 12.36781698 7.75687251 5.85456673 NA NA 9.91171734 9.98668881 5.61129339 7.66192058 2.16652264 8.50437966 9.51326985 8.12586804 7.46825991 -1.00346663 11.58178216 9.26454183 9.68832830 11.12457919 5.30036537 10.33141681 NA 8.33197521 10.79708036 2.80392961 11.93377474 10.34973172 7.44779572 NA 10.34597112 10.42171677 8.85395948 7.07340039 4.75147443 NA 8.90947431 8.03275822 11.02068561 3.16650658 7.00220969 9.12070626 2.58154408 9.98384882 9.29464740 4.92732286 9.59270014 11.76745518 9.17026209 10.92547329 11.04609314 16.13133203 NA 8.20603803 10.24273158 3.31851931 7.90046654 8.36509146 6.83578894 2.39985467 11.20207269 11.51154542 10.26512684 9.49443661 5.24451416 3.45601758 9.84677176 8.30036583 8.68832830 8.81995201 9.88075531 10.39372465 6.58904136 13.92607445 1.58154408 NA 3.75147443 10.63139590 6.64763686 8.64224344 11.24243465 1.58154408 0.58159228 8.91544800 8.17649382 10.51603436 10.12586791 10.75979724 8.90947431 NA 3.58154408 NA 11.61474090 7.69355247 10.05863105 0.58159228 9.34752393 7.91842559 7.47231798 10.26102747 7.61129486 2.99658760 7.28660396 2.31851931 7.84207498 -0.00346663 NA 9.15897618 9.39318965 10.63048829 7.63682977 9.52601539 10.03344530 10.32020259 0.99660568 10.75522451 8.92288079 8.65300984 3.56643769 9.28314254 2.99658760 1.58154408 7.43537690 14.41858390 3.95078566 10.01825889 14.25724716 10.96417139 3.99658760 6.20603755 10.60345267 9.83657588 10.12715541 10.29177977 10.92878483 11.73446593 8.30036583 7.89745161 9.03000798 11.24065135 9.66192076 3.08404725 2.69701759 0.58159228 NA 9.09461691 10.66635575 8.79424624 8.16901251 10.54423131 6.58904136 3.24450655 9.68133348 11.14506143 11.82650575 9.88304356 7.49643039 4.97386379 10.13293524 13.27452603 11.47257154 9.83032886 0.58159228 10.95513761 9.15897618 12.91656545 9.17773719 9.67694436 9.34641888 9.50932530 9.94786950 1.80392961 8.22780604 6.03000715 7.64404301 10.90572793 8.35032707 7.64299970 3.24450655 11.24836310 7.55117376 10.30378566 7.98526930 10.13229420 9.90121944 11.62707953 10.47383723 8.71597366 NA 8.58717181 5.68308444 10.33309138 9.10772056 10.87892983 9.38675384 7.31399766 9.72280309 6.66900975 -0.00346663 6.96812878 1.31851931 3.24450655 4.08404725 0.99660568 9.86463576 5.26337250 7.01339303 10.51965669 6.05327645 NA 10.80916328 10.57354154 10.73805188 11.08669727 8.23259888 6.91544800 6.30537961 10.95259792 11.20999287 11.47535447 9.96453163 10.03275849 NA 8.26102723 NA 10.25691641 7.31851298 9.83263515 10.01408925 12.99093829 14.33657400 3.58154408 11.17649395 10.45806430 -0.00346663 5.38512038 6.62594112 0.99660568 NA 5.08404725 7.01895235 14.39823106 10.62912572 6.56644074 8.30946771 9.20237805 11.38567839 7.29120570 8.99658478 11.01443717 4.45601758 1.58154408 10.52942772 9.10510944 6.77794436 6.23498983 10.98562452 8.61313380 11.42153843 9.12457913 7.95948096 9.95803456 6.96236972 4.20252743 11.80635298 0.0022193 0.0022193 -0.0128140 -0.0124380 0.7554700 0.7385300 -0.0066432 -0.0157410 0.0539480 0.0539480 0.0539480 0.0539480 0.0175440 0.0022193 0.0022193 0.0179630 -0.0105080 -0.0118870 -0.0118870 -0.0118870 -0.0118870 -0.0179320 -0.0047079 -0.4980900 0.0000000 0.0000000 -0.0235400 -0.0073339 -0.7943600 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 10.811167 12.185019 13.669894 10.071395 9.394259 10.963451 4.777946 2.903482 8.065363 4.950781 12.844817 9.570507 9.920655 9.185297 7.442841 7.661921 10.218776 7.476365 10.160234 7.611295 8.105109 8.562639 10.827005 7.748129 7.774662 11.760627 11.664362 9.9724329 10.1596055 NA 8.0919817 6.3629064 9.8428588 11.6628089 11.2181720 9.2527936 9.2610275 6.0189524 9.5664405 6.0078122 8.8868492 9.5974269 7.0787336 7.5122846 9.7039441 8.5683373 12.5449252 8.2657116 12.6097988 5.8764138 10.8738690 9.1064156 15.3426657 10.2727092 13.7240799 10.0579560 0.5815923 11.0913224 10.0946169 9.7456162 8.8715662 7.4964304 8.9695647 9.8537883 10.0154804 11.2610275 1.8039296 5.5043789 14.7009303 11.1425170 9.7804016 8.8822811 9.5502142 NA 10.9072276 1.5815441 13.0260446 10.4528726 10.1708864 10.2005446 10.6099139 3.3185193 6.2254041 9.6512209 8.1181183 7.9881069 12.8528110 3.2445066 13.7000018 11.5147462 8.3824472 8.6033419 10.4117984 4.2445142 NA 10.2912056 8.9522348 9.2133308 9.3308582 12.8760724 11.4921901 10.6332095 0.5815923 10.0272519 8.5396168 9.2842973 9.8715662 8.8183588 4.6112963 10.6043775 3.9965876 8.1232896 8.7942462 5.4884379 10.9057279 11.1194129 NA 13.2698705 13.1033114 10.6817716 9.7228031 8.2373763 10.7030809 9.1539317 11.1229183 9.4715381 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 1 1 1 3 1 1 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.8299631 10.0023522 NA 6.5445611 8.8556282 1.2226191 10.2463873 6.6983657 6.3925579 10.8038335 10.8510784 9.1622121 11.5195491 12.0467961 15.1268912 NA 8.2779155 8.5845766 3.3925647 7.8592577 8.1651472 8.0491815 3.3925647 10.6779601 11.2162790 10.2155712 9.1884172 3.6820676 1.8076022 10.2954355 8.0299878 7.9974200 8.5080352 9.9573425 9.7598512 6.4705596 13.2008071 2.2226191 NA 2.8076022 10.8835202 6.5445611 8.1533701 11.0283767 4.5445596 NA 9.4514516 7.3415740 9.3563146 8.7656647 11.1739176 9.1592709 1.2226191 4.4705629 NA 10.1250080 8.3519158 10.0460001 NA 8.5535498 7.5624829 7.7144859 10.5149545 7.2113179 3.5445596 6.4894193 4.3100929 8.7024131 4.0299917 NA 9.3232953 10.1592708 9.1855289 7.9573424 9.3621843 10.0523556 10.5126518 1.8076022 9.7637296 8.0235326 7.8736846 3.0299829 8.8844111 4.8664877 NA 5.7461945 13.6697161 3.2226346 9.4393788 12.5499048 11.2422236 3.8075919 6.5976727 11.1407507 9.9143765 9.5010824 10.3246086 11.0673386 11.4923440 8.7461948 8.2670268 9.8879687 10.8355014 9.4562526 2.2226191 2.8076022 NA NA 8.5535498 9.2113177 9.0202944 8.3047821 11.8443872 6.1295241 6.0806129 9.2198123 8.3047821 12.3087691 10.2940953 7.7064484 5.0299873 9.9858452 13.1864321 11.2724814 9.9803895 2.1410076 10.5218409 9.5713611 12.7415319 8.8808444 9.5976723 9.1768291 9.5355159 9.0299878 NA 6.3723793 6.5976727 7.4124572 11.1920194 10.4065039 7.7695271 3.6820676 10.8556281 8.2724814 10.3180299 8.2394410 10.3647400 9.8592576 11.3422225 10.1840826 8.3206652 NA 9.2477726 5.6488968 9.6106502 9.2113177 11.3327507 10.2463873 7.4320858 9.4610376 2.8076022 1.8076022 9.0072678 1.2226191 4.1295221 5.3925579 NA 9.2779153 6.1999138 7.5264139 10.4622314 6.3925579 NA 10.8308877 9.8318117 11.0404160 10.9949474 7.7848756 6.6488982 4.9108142 11.2574319 12.4323908 11.2840041 9.8664891 10.1927387 NA 8.4223053 NA 9.6149503 6.6820648 9.7943855 10.5445610 13.4525032 14.2914951 NA 11.3925579 10.2519201 1.2226191 4.5445596 6.3311570 0.2226809 NA 4.6149513 6.3100965 13.2945980 9.8001183 6.6320239 8.6020114 9.4562526 11.6815521 7.3206652 8.1826347 11.3061122 3.9230731 2.8076022 9.8772689 9.0960771 6.9368782 6.1052758 11.2594934 8.5535498 10.6912569 8.4894193 8.3621841 10.0251493 6.5976727 1.2226191 12.1800977 0.00208050 0.00208050 0.01181800 -0.00013862 0.72187000 0.70232000 0.00388540 -0.01856700 0.04103400 0.04103400 0.04103400 0.04103400 0.00208050 0.00208050 0.00208050 -0.72888000 -0.73871000 -0.73871000 -0.73871000 -0.73871000 -0.73871000 -0.00013862 0.00220180 -0.00548630 -0.00401620 -0.00401620 -0.01046600 -0.00304750 0.00000000 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 11.913067 11.952254 10.656218 10.275201 8.761792 11.007268 NA 3.222635 8.677960 2.544560 13.513804 9.534835 8.010535 6.868651 7.238326 8.117451 10.735373 7.950554 10.678987 10.525272 8.049181 8.374157 10.829871 7.929992 6.682065 10.841018 12.421692 11.590594 9.811348 1.222619 8.256056 5.508036 9.503404 12.873236 10.734386 10.417390 9.586768 6.310096 9.924806 4.470563 6.310096 9.619238 11.254679 5.267026 10.179735 7.706448 13.059669 9.236653 11.716988 4.700956 11.011351 11.812752 13.401453 10.148929 12.523843 9.842853 NA 10.923073 9.853810 9.294095 8.470560 7.706448 8.086819 10.388796 8.111376 11.367291 3.923073 6.080613 14.480946 10.494096 8.714486 6.412458 9.517254 3.682068 10.862878 NA 12.493220 10.209001 10.044407 10.153370 10.447840 2.222619 6.761792 9.414926 8.686157 8.331157 12.482376 3.029983 13.705945 10.614950 9.732408 8.074382 10.131026 6.470560 1.222619 10.251920 9.042812 9.123500 9.239441 13.000915 10.516105 11.741286 2.544560 8.792488 7.105276 8.176829 10.458647 8.470560 8.117451 9.677960 9.294095 7.117451 9.020294 3.392565 11.192019 10.510345 NA 12.975223 12.715237 10.357059 9.461038 7.351916 10.092998 9.074382 11.438560 9.632278 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 3 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.3927145 7.0354974 0.3212354 12.4354824 7.8873059 11.4146695 10.9033940 4.9359641 10.6312967 NA 9.1205336 10.7000887 1.9061979 12.5378463 11.3254724 7.1604554 NA 11.0068768 10.7693683 9.8359661 7.4556782 7.0007324 -0.6787646 8.9211649 8.5596566 10.6026025 NA 7.5927149 10.4659102 2.3212643 9.3765344 1.6431635 5.0761400 11.8188369 9.3422318 8.8070812 10.6060761 9.7969854 16.3439341 -0.6787646 6.6066539 6.6962916 3.3212499 7.0627186 7.7888573 6.8986812 1.9061979 10.9469609 11.1185082 9.2913579 9.0508728 2.9062172 3.6431751 10.2198534 7.8090922 8.8986809 8.9901369 10.3317801 9.8467729 5.1541417 14.4845085 3.2281414 NA 3.8448175 11.1647805 6.0354985 8.9174416 10.9230228 NA 5.4297766 6.2637668 8.3042454 10.0452457 8.0627191 11.0644034 9.1541419 NA 8.7135694 1.9061979 10.6766031 7.2812541 9.7704006 2.4911861 9.2884783 6.9359618 7.8526337 11.2404878 7.1854384 1.6431635 6.8526331 -0.6787646 8.0320584 3.0216929 2.4911861 9.4773351 10.6204600 9.3927143 8.3042454 8.0286111 10.0669263 10.5602537 1.6431635 10.5476642 8.5086041 7.9794635 2.3212643 9.3324793 1.6431635 NA 6.4192844 13.9635858 3.0216929 1.9061979 12.8332517 11.1370355 4.3656436 7.1286069 8.1885305 9.6622148 11.9276572 9.0711215 10.9573328 11.4037337 7.1916169 10.7532718 6.7475163 11.1398342 10.3581125 -0.6787646 5.4087153 NA NA 9.8930046 10.8521460 8.4709992 7.8487287 9.2488225 7.4911773 8.7888576 9.4349941 6.6699806 13.2204201 10.3338765 6.8758403 3.8448175 11.6287374 13.0922255 11.2677928 9.7327630 -0.3919478 11.0324887 8.8681466 12.4639973 9.2652320 9.6307283 8.8834944 9.7114209 12.6145799 NA 7.1350330 6.6875744 6.2038941 10.6864808 10.1810352 6.8369517 3.9651101 10.3422319 7.4297766 9.5048873 9.3282793 10.3846470 10.2899188 10.4949292 9.6799032 7.2927956 NA 7.7263932 3.2281414 11.1780665 8.9487860 11.7542531 10.4678207 8.3574258 8.8796727 6.8210979 0.9061979 4.5307075 3.7806880 2.7806880 3.0216929 3.7135749 9.4427855 4.6431809 6.9137092 10.7506588 7.3156052 3.0216929 11.3659876 10.5147774 10.5768707 10.5458567 7.9396374 7.1977691 6.4220193 10.2077107 10.0060006 11.2430929 9.1430260 10.4633590 -0.6787646 8.8584703 NA 10.2363844 7.6295912 9.5307054 10.1659578 13.3738200 11.6683196 3.3212499 9.1900745 11.2345154 2.3212643 0.9061979 9.1993028 1.3212354 NA 4.5691812 7.3765344 13.4685364 10.4773351 6.4297766 6.7475163 10.1985361 11.2460645 5.5880400 8.4034011 10.1612430 NA 2.6431866 10.0794752 8.3546752 6.1156679 10.5055075 11.7362014 8.8986809 11.1386354 8.4349943 5.8604116 10.3331781 5.6788043 1.5812548 11.5458567 0.0066653 0.0066653 -0.0018014 -0.0096806 0.2667100 0.0126550 -0.0052265 -0.0067813 -0.0273980 -0.0273980 -0.0273980 -0.0273980 0.0066653 0.0066653 0.0066653 -0.0048461 -0.3381800 -0.3381800 -0.3319100 -0.3319100 0.0030522 -0.0096806 -0.0012473 -0.0030475 -0.3317900 -0.3317900 -0.0067813 0.0027745 -0.3313300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 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10.038071 NA 11.918141 10.328840 9.722131 9.9954442 9.7704006 3.0216929 5.6611025 9.4798617 7.1854384 7.2812541 11.1269676 -0.6787646 13.3020164 14.5475889 8.3574258 7.3313604 10.5313145 4.6788043 -0.6787646 10.1946960 6.4297766 8.6919392 8.4608032 12.2103757 12.0365705 10.1831143 NA 9.4388952 7.8369517 8.2371315 10.7693683 8.4140091 2.1286233 10.0618761 5.6611025 9.4284691 8.4709992 3.2281414 10.6864808 10.3352724 NA 12.5163165 13.1264920 10.2031307 8.8796727 7.6250330 10.6995469 9.3282793 12.7470108 8.4708976 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 1 3 2 3 3 4 1 4 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 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7.7864604 11.0618182 5.1319557 8.8344505 10.7274564 12.2801983 7.3770699 10.6989978 12.4342153 5.5063512 9.8568499 9.2162734 10.3421324 9.8022855 8.3685916 8.7800817 9.0908513 7.6010710 8.8907972 12.8978111 8.6688389 6.8365011 -0.6228207 NA 10.6196483 10.4678437 4.8033355 7.8282806 4.8689238 8.9880944 9.3283543 10.9060121 6.9991217 0.3770682 10.5419766 9.7246910 5.5063512 8.9639093 7.2959333 11.2067924 3.3770682 8.7715324 10.8064764 2.9620307 10.1836193 10.7613138 7.5166211 -0.6228207 10.0827021 10.4919897 9.4597377 8.3994373 7.2162734 0.3770682 9.8649096 8.7928114 10.4269182 -0.6228207 6.2597131 9.3896941 4.5865246 10.3847978 9.4869004 7.0281216 10.8936167 13.3564948 10.0740372 10.8267342 10.7472122 14.9430345 -0.6228207 8.7672387 9.4364140 5.3312645 7.3137075 8.4777320 9.3092844 4.3602940 10.9254099 11.8520430 9.7586127 7.6944826 4.8364998 3.2839662 9.5730569 8.9103993 8.0913153 7.6485330 10.3370716 10.3210496 6.6438562 13.2954671 3.5469932 NA 4.6249957 10.6589997 7.0844289 8.6601582 10.9926993 0.9620677 -0.6228207 10.0609415 7.7390137 10.3057657 9.5804176 10.7763476 8.7102251 NA 6.3543499 3.0775165 9.5569788 9.2854623 10.5791934 1.9620307 9.5242745 8.7302164 7.8116977 11.0055152 8.1185368 4.7346229 6.9917792 4.4645310 8.3600631 NA NA 9.3327196 10.1015835 9.7433919 8.9620322 9.7302164 9.8858548 10.4282786 3.6250016 9.4869004 9.0998772 8.4777320 3.0775165 10.1015835 5.5668943 NA 7.9354904 13.8896867 7.1908509 2.8365099 9.9926993 10.4296377 3.5469932 7.3486131 10.9620322 10.4973075 9.8507754 10.6716904 11.0081831 11.1816041 10.4070470 7.8528029 9.6320982 10.5944216 9.8636834 4.8033355 5.1319557 -0.6228207 -0.6228207 10.1868378 9.8127398 9.4592187 7.9393118 10.4912154 9.1015834 7.1319567 9.9478740 7.9084509 11.8194948 9.6854086 8.3966604 5.8689238 11.2143033 13.1979466 11.5519953 9.6364127 4.2109732 10.3728368 9.1747312 12.1096611 9.2944418 8.6273679 9.6320982 9.4173593 11.0059708 5.5865216 8.6485327 8.0913153 7.7779490 10.8903037 7.7740596 7.9385105 5.4855943 11.1710793 9.2020283 10.5318878 7.7169196 10.6502825 10.0326004 11.8565973 9.8639047 8.3742492 NA 9.1032878 5.9006326 9.3671736 8.8749214 10.7843746 9.2067924 7.9393118 9.8293110 5.2839588 4.3770682 9.1168502 2.9620307 2.8365099 3.5469932 4.8364998 9.7758134 6.1049908 8.2225597 11.0499369 7.0102103 1.9620307 11.0285698 10.7102250 11.0895967 12.0267749 8.2067922 8.3195841 5.5726138 10.8267342 12.5886538 10.9011216 9.9201015 10.8492528 7.4049755 8.5938154 NA 9.8200131 8.0136945 9.4377656 10.1608864 13.5462117 12.9671888 1.6990185 10.8334240 10.4139301 0.9620677 4.6989963 7.5962382 0.3770682 NA 6.7949227 7.2959333 12.2237353 10.7603095 6.8769159 9.6034819 10.4895091 12.4450081 8.4512111 8.4084537 10.4558876 4.6624733 2.5470056 9.8947391 9.7768816 7.2412558 5.8033355 11.1682325 10.0441813 9.9497698 9.6487895 8.4214636 11.6494079 7.0913148 4.4012140 11.1551468 -0.0569810 -0.0569810 0.0193630 0.0068044 -0.0127130 0.0015255 0.0000000 -0.0459060 -0.0217840 -0.0160170 -0.0160170 -0.0239770 -0.1572000 -0.0569810 0.0091705 0.0146090 -0.3953000 -0.3935200 -0.4018500 -0.4018500 0.0193630 0.0068044 -0.0373540 0.0000000 0.0030664 0.0126810 -0.3986500 0.0023581 0.0146090 -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 11.390392 11.517899 12.434554 10.018218 9.202028 10.218634 4.184423 3.283966 7.860885 2.377068 14.424662 9.581751 9.947874 9.780444 7.647412 8.094746 9.919134 7.739014 10.522365 10.806999 8.348613 8.705183 10.204254 7.541976 7.253587 10.658420 12.052586 10.2358278 10.3268964 0.9620677 8.6762776 6.1452536 9.6682404 11.7227521 11.0410724 10.4572210 9.4309954 6.4538846 10.5488719 7.1049897 7.3994377 9.6555191 7.8769153 6.0913148 9.9162285 8.0844289 13.0100648 10.4275985 10.4166741 7.7904436 9.2131200 10.0930316 15.2736622 10.9913194 13.0815137 10.6338680 0.3770682 10.7483018 9.2658129 10.1763513 8.6106894 8.3966604 8.4187288 10.3664642 8.9316585 11.2091685 6.6531948 7.1319567 13.9881573 10.4592187 9.1940533 7.4751019 10.4992506 1.9620307 10.5191767 NA 12.4209513 11.1693801 10.7586126 10.7274564 10.3421324 5.5268169 8.4882053 9.3657544 9.4645325 8.4458479 12.4081867 3.4645376 13.2501292 12.0670676 9.2854623 8.0799349 10.2839602 3.9620307 0.9620677 10.3268964 8.7079865 9.2272564 9.7366106 12.8161213 10.4698268 12.4240231 2.6989963 8.1485589 7.6578408 8.6716904 11.4911373 9.2581837 4.2350530 10.1779696 4.3770682 6.9006314 9.4592187 6.2839607 10.8903037 10.5063527 NA 12.7156668 12.6634830 10.3833957 9.8293110 8.2749153 11.2532029 10.6676646 11.2110863 9.4950373 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 2 3 2 3 3 4 3 4 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.179124e-06 4.508417e-07 -0.8311013 10.9560198 9.6395923 7.0392985 10.5703463 9.8554340 8.2963863 NA 4.2115807 5.2563955 8.4403966 7.8934472 2.6283537 8.7725597 10.1864379 11.9217322 10.4692861 11.0848091 11.7292663 3.4168668 8.7669860 8.8797401 10.4192319 10.4186396 7.9859171 7.9535685 6.5087836 6.7613903 8.8431259 14.4930085 8.3952492 7.5483118 NA NA 10.5569508 9.7873190 3.1689308 8.5783244 2.7539040 9.0863056 10.3001474 10.4001547 6.4263218 0.7538612 10.3618427 8.1376003 8.1026240 9.5846752 3.7538933 10.3104020 0.7538612 9.0773261 10.5972936 4.0269151 10.5894201 10.4310284 8.3237515 NA 10.9179062 10.6233716 9.0546298 8.2590460 5.2350224 0.1688987 9.6004311 8.6527493 10.9465998 0.7538612 6.2669664 10.3180455 2.6283537 10.8628560 6.9698331 4.2982184 10.4358898 11.9764897 9.5719454 10.1822562 10.3569041 16.8747481 NA 7.9104005 11.5173850 4.6924942 7.1968391 8.3881021 6.4263218 2.5418865 11.1202182 11.6004311 10.4421463 8.0667792 4.0758235 NA 10.1989108 7.7273542 8.5020887 9.2092233 10.0780766 10.1836514 6.3186802 14.1454081 1.9762903 NA NA 11.0412236 6.3686060 8.0937461 10.6732560 NA NA 6.4168617 7.7235224 10.4530404 8.8934475 10.8602408 8.8693733 1.4908781 4.5264883 1.9762903 10.7138979 8.1231297 10.1505008 3.6924942 8.7330831 9.4692861 7.7235224 11.3670716 8.3135919 1.4908781 7.2510828 4.3783868 8.7311758 3.4908653 NA 8.7781123 9.5396208 9.7206417 8.4427291 9.5054400 9.6697753 10.6934752 -0.8311013 9.9851171 10.8827496 9.5396208 3.3388522 9.8073694 6.0877959 1.7539040 7.2403954 14.1955002 2.1689308 7.3135914 13.1954569 10.3856793 4.2133239 6.7003149 10.2761506 10.1590375 10.3868912 10.3475983 11.1278052 11.3240680 8.3110408 9.2363678 7.3636906 11.1303832 10.2248530 2.9762903 3.4908653 NA NA 9.8127897 9.5930998 8.0454506 8.1347179 9.4387499 11.7748759 5.9502934 9.1913013 6.9568361 12.7478958 9.5676772 7.5352559 4.8127908 10.5666081 13.2967666 11.6545113 9.6290925 2.2866151 10.7477778 9.5043238 12.4601042 9.1447814 9.9154478 9.3636904 8.8037446 7.1745582 1.4908781 7.4998507 6.4727136 7.4727144 8.7330831 7.2169301 9.3352097 1.7539040 11.3250165 8.4953630 10.0423776 7.3186802 10.5574890 10.0057729 11.4886056 9.9978633 9.0907743 NA 6.8762922 5.1462153 10.0981919 9.5836187 11.6230734 9.6617881 8.2722215 9.5374399 6.9036433 -0.8311013 3.0758235 1.4908781 10.6339182 2.8693779 NA 9.5009701 4.7836452 5.6118776 11.8829772 6.3903272 0.7538612 11.4948010 10.4755648 10.8470935 11.0989316 8.2215016 7.7003149 6.1423154 9.6046038 9.9271568 10.8732695 10.0034045 10.4902980 NA 8.3759478 0.1688987 10.1738561 9.6816740 9.5504765 9.8404746 13.0653605 12.8255818 5.7836426 10.9482425 10.5708797 NA 2.1689308 9.2350226 -0.8311013 NA 6.0515766 7.3186802 13.3438592 10.7402263 6.4998507 8.7982900 10.4749952 10.8400322 7.5909979 8.8475338 10.2323286 4.4168600 3.4168668 11.1404770 7.2878749 7.0454506 11.0542485 11.5275847 9.4908615 10.6390839 9.4728969 8.0728154 9.9986563 7.1751753 3.7345254 10.8484136 -0.023416 -0.023416 0.034192 -0.437830 0.497970 0.038932 0.428650 0.023925 -0.106110 -0.068688 -0.068688 -0.091346 -0.023416 -0.023416 0.078231 0.043519 0.012593 -0.516350 0.044794 0.034192 0.034192 -0.437830 -0.483070 0.428650 -0.018276 -0.027730 -1.012400 -0.003524 -0.095689 0.000 -0.436 0.447 0.447 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.509 -0.509 0.272 0.272 0.000 0.000 0.441 0.441 0.451 -0.113 0.000 0.000 0.000 0.000 -0.438 -0.438 0.000 0.000 -0.483 -0.483 0.000 0.000 0.429 0.429 0.000 0.000 0.000 0.000 0.000 -0.436 0.447 0.447 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.509 -0.509 0.272 0.272 0.000 0.000 0.441 0.441 0.451 -0.113 0.000 0.000 0.000 0.000 -0.438 -0.438 0.000 0.000 -0.483 -0.483 0.000 0.000 0.429 0.429 0.000 0.000 0.000 0.000 8.807369 11.990309 11.734512 10.733559 7.191301 12.685126 5.358758 3.338852 8.515447 5.099670 12.767800 9.190663 9.523183 11.363524 7.635846 8.054630 11.270581 4.841359 9.764191 11.727593 8.318681 8.976321 10.897874 7.069800 6.761390 11.805558 12.765356 10.0454505 9.9044895 9.1114479 8.6806862 5.8127908 9.5385308 11.4058446 10.8510502 7.7725600 9.7891533 6.3084847 9.6747450 6.2774585 6.4073375 9.8457721 7.7873188 2.7539040 7.2878749 9.2969279 12.3372922 9.8217784 12.2598729 7.5878405 13.0223405 10.9698334 16.4093708 10.9702376 13.3339975 10.6647885 0.1688987 12.2148638 7.0877970 11.2457491 8.8253582 7.5352559 8.9665951 10.4031521 10.0104979 10.9112429 4.2982184 6.5352552 14.7746572 11.0014280 8.7387891 5.8693730 10.9167069 0.7538612 10.5434297 NA 12.3277009 10.8561735 10.0245807 10.1864379 10.4192319 5.5264852 5.7836426 9.0346667 8.4403966 7.1801608 11.9688100 1.1689629 12.5104523 12.1949381 7.8519283 8.2231034 10.3971509 3.6924942 NA 8.4908617 6.2023570 9.2282781 8.9053356 11.5572199 10.6627890 9.7762637 -0.8311013 10.2813730 6.5612513 9.0637513 10.2577217 9.2105927 4.5612528 10.6406087 6.3977516 8.6846333 8.0454506 3.3388522 8.7330831 10.6792031 NA 12.2756600 12.8194243 10.4987299 9.5374399 8.1940733 11.0400686 9.6477031 11.6612875 9.6245484 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 3 1 1 2 3 2 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 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 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 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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5.5023433 -1.1124747 -1.1124747 10.6873199 10.3974085 5.1914126 7.8154115 3.1355677 8.6155539 9.8981616 11.4567770 5.8763180 2.5880850 9.8323456 9.5106004 9.8883378 9.7672168 4.4422203 10.2440855 -1.1124747 8.2906456 11.3070670 -0.1123188 9.9737697 10.0823903 8.2207889 -1.1124747 10.6370462 10.7215000 9.2670118 8.3552392 2.7945198 -0.1123188 9.8242714 8.6933772 10.4800905 -1.1124747 6.4875458 9.0873058 5.9644495 11.0783841 10.9574188 6.5600592 10.4218975 11.7547191 9.4422224 10.8176316 10.9604360 15.5072803 -1.1124747 8.7014146 10.0928158 5.4111957 7.7014146 8.4536875 5.9429156 2.7945198 11.1461995 10.7086102 9.0983048 10.3764778 3.5880730 1.6949693 10.0411855 8.2583210 8.0823902 9.1672440 10.4107053 10.5622671 6.3138988 12.9172658 2.6949916 0.4725917 7.2713379 10.6554042 6.8932578 8.6070221 10.8616895 5.2274831 -0.1123188 9.7125922 8.9388424 11.3325811 7.9510288 10.5137988 8.6155539 NA 6.5096848 -0.1123188 11.3360079 8.6035956 10.4810246 2.7945198 9.2050462 7.9100011 7.8242714 11.1911289 8.6689931 4.5314875 8.3096983 5.3138988 9.2241401 NA NA 8.1236476 9.6307849 10.5228981 8.9935419 10.1456106 9.7487203 10.1509027 0.4725917 10.1561755 9.9691170 8.5570501 0.8876033 10.0013757 8.0848504 -0.1123188 8.1822543 14.3724878 2.2095469 5.7824505 12.5008474 9.2528624 3.7945198 7.8064968 11.1681143 10.8566602 10.1776524 11.5156233 11.4516662 10.9774150 10.1567601 6.7331238 9.5609425 10.7794172 9.0040036 6.6885329 0.8876033 -1.1124747 0.8876033 9.9395221 11.1470825 9.4995804 8.3409040 10.6286369 11.8740089 5.3305763 10.5328415 5.7331238 12.1431047 10.1596800 8.6624206 7.2451857 11.1263368 11.5780680 11.0572453 9.1897584 5.6467905 10.3259056 9.5494116 11.7430860 8.9086133 9.7038171 9.3844872 9.0537967 10.1550054 2.5880850 9.0259053 6.6755365 7.8734755 11.2322068 11.3296050 8.8225629 3.4111957 10.8191097 9.3065402 10.8932580 8.0373806 10.4092339 10.4489214 12.4975048 9.6299429 7.8505294 2.2095469 9.2319294 7.3834883 9.2550482 8.6307848 10.9743635 9.2517681 7.7362565 10.3060131 7.3794867 2.7945198 6.0373800 6.1164521 0.4725917 4.3470632 -0.1123188 9.9994213 7.9100011 6.2005161 10.0180046 7.4465896 -1.1124747 10.9337343 10.4126648 11.0117548 12.4895203 7.2670123 9.3739657 6.1516072 10.8385538 12.1829719 10.6961955 10.0793096 11.8427385 -1.1124747 8.2583210 0.4725917 10.0581846 9.5041824 8.6739030 9.3643796 12.3540924 14.8026258 8.1473769 11.3468089 10.2643015 0.8876033 2.6949916 8.7945241 -0.1123188 NA 7.5846010 7.3633665 14.1414440 11.1345255 8.1660827 9.4287301 10.4541632 12.0735929 8.9523764 8.6024799 10.8638396 3.6425167 0.8876033 9.6599481 9.4847548 7.8476356 4.5880730 11.1086163 9.7315546 10.3175632 9.9602752 7.8064968 11.0026771 7.4422220 5.1544212 10.5192653 -0.3525900 -0.3575800 0.3803900 -0.3536200 0.0143300 0.0272160 -0.3600000 -0.3584000 -0.1605200 -0.1605200 -0.1725400 -0.1675200 -0.3525900 -0.3525900 -0.3590500 0.0000000 -0.7597400 -0.7496800 -0.7496800 -0.7496800 -0.3648800 -0.3536200 0.0193630 -0.3660100 -0.7447300 -0.7447300 -0.3584000 0.0168450 0.0069384 -0.358 -0.358 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.338 -0.338 0.000 0.000 -0.353 -0.353 0.000 0.000 0.000 0.000 0.000 0.000 -0.750 -0.365 -0.354 -0.354 0.000 0.000 0.000 0.000 0.000 0.000 -0.360 -0.360 -0.745 -0.745 -0.173 -0.173 -0.358 -0.358 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.338 -0.338 0.000 0.000 -0.353 -0.353 0.000 0.000 0.000 0.000 0.000 0.000 -0.750 -0.365 -0.354 -0.354 0.000 0.000 0.000 0.000 0.000 0.000 -0.360 -0.360 -0.745 -0.745 -0.173 -0.173 11.033553 11.501653 6.305485 10.351158 9.552081 11.756263 4.313899 1.472592 8.042452 3.135568 12.938417 9.306909 5.347067 8.787126 8.380728 9.126038 11.054110 7.538685 10.859536 9.407270 8.650846 8.561773 9.949929 7.584601 6.864913 11.010785 12.715572 9.9347574 10.0342021 0.8876033 8.4248520 7.1355605 9.7564561 10.5440584 11.2030661 10.2484805 9.3521792 7.2670123 9.1092205 7.7141816 6.0475057 9.3274644 6.6425211 2.6949916 9.6787964 9.4641179 12.5428287 11.0332473 11.5335170 7.4669493 7.6053099 11.3904653 15.3028801 10.9214006 13.6793560 10.7070143 1.6949693 11.1107302 10.1331861 10.3144224 8.7885004 8.6624206 9.1544199 9.9757591 9.5511916 11.2807558 2.3470703 7.0220593 14.5991023 10.4655343 9.5556319 6.5741333 10.1672440 -0.1123188 11.2104066 NA 12.2098433 11.4240288 10.8327115 10.909307 10.436937 6.245186 8.087306 8.767217 9.198246 6.449877 12.841136 4.016915 13.807381 11.961775 8.816892 10.372456 9.798276 4.588073 NA 8.946978 8.579377 9.471656 10.240780 11.644607 10.245185 10.870627 2.472592 9.330577 7.342961 9.044980 12.306935 9.761078 3.531494 9.723684 9.480091 8.751820 9.499580 5.077457 11.232207 11.101345 NA 12.748236 12.136747 10.135561 10.306013 7.407269 10.795275 10.706615 12.399202 10.134303 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 1 1 1 1 2 3 2 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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11.42991400 9.82528017 16.23700152 NA 8.75938190 9.71810865 5.22356156 7.11871894 7.85495937 5.34007440 1.82692468 11.45525365 10.92995258 10.11418090 9.48209440 1.80401224 2.28945088 9.50654165 8.21680405 8.02319102 9.11418090 9.66448888 10.57913894 7.04051549 13.57860373 1.80401224 0.06708796 4.41282894 10.23070666 7.91045446 8.82305733 10.19117830 2.48209964 2.18253340 9.67130133 7.73239268 10.97465370 6.75821922 10.42753829 8.14209020 NA 2.18253340 0.06708796 11.81147035 8.23196370 9.81133022 3.90836139 9.88030365 8.72645830 7.83524134 11.42808689 9.79781016 3.56955185 7.36473788 4.97394643 8.91984656 -0.51787454 NA 8.14743034 9.47927402 9.63057111 8.37387829 10.89201565 9.09680422 10.51103646 1.06708796 9.37463720 8.09864326 9.80176655 4.03667915 9.92140598 6.29587544 NA 8.36779083 13.32812345 2.80401224 9.50792602 12.97882341 8.22187515 4.38898163 6.63184203 11.20639512 11.07221362 9.22860876 11.28824123 12.19234772 10.47962679 9.24364576 9.88829941 10.84321578 10.59388221 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0.00 0.00 0.00 0.00 0.00 0.00 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 10.457584 11.369505 11.584890 10.544478 9.707302 11.256058 5.424610 1.941520 6.666970 4.691545 12.006881 8.350979 5.720500 10.859720 8.613707 9.753557 11.003695 7.561579 10.634379 9.326015 8.570883 8.869638 9.135853 8.276510 7.621646 11.024401 14.471844 9.86363744 10.35592300 0.06708796 8.85387124 7.65201962 10.46971375 9.90993103 11.42735538 9.21510971 9.43265026 8.12741042 9.35707579 6.93330588 6.78130200 8.96691722 6.73948225 5.71091386 8.76634007 9.26181380 14.17157380 10.15716943 13.28924809 6.76096207 9.63880966 12.04576741 16.03294642 11.54835185 12.77297727 10.53500207 0.48212546 11.21955305 10.36435542 10.83386192 8.83413791 9.41873242 9.34937324 9.98790605 11.46686888 11.71915498 3.48209964 5.05195063 13.40481403 11.53720738 9.74653699 7.51879004 9.35399962 NA 11.60766935 NA 12.59225146 11.44749458 11.18945359 10.85169182 9.89201573 6.32758498 6.21001474 9.06423645 9.11962489 4.61137897 12.82824317 2.65202751 14.06403055 12.19150140 8.61908539 10.34213769 9.93844886 5.45937588 NA 8.69398276 7.48771867 8.97794959 10.29827810 11.08664765 12.04159105 10.61780372 0.06708796 9.95224488 8.31023104 8.88829941 11.50220627 10.01006005 4.90836139 10.12414613 9.12053028 8.44064704 9.57617215 4.50446150 11.07944872 11.51586154 NA 12.63398305 12.19601789 10.46330489 9.85060083 7.04433728 11.00197636 11.77168110 11.78177185 11.06409293 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 1 1 3 1 2 3 2 2 NA NA 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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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6.7461542 9.0156155 9.4779586 3.2607333 10.0289122 10.3768986 11.8776443 11.0080258 11.2614792 12.3772452 7.5086552 10.6604687 8.9481619 10.5212555 10.2433413 10.0359542 9.3995971 7.1417403 8.5262649 8.9293765 11.8374012 8.6688056 7.1867273 1.3538314 NA 10.9537502 10.6017648 6.7461542 8.2934165 4.0542755 8.3706456 9.8546792 11.4921092 5.5436629 0.3538878 11.8135251 7.8968694 10.1898877 11.4165581 0.3538878 9.7947065 -0.6461122 8.3510169 10.7299628 2.8132784 11.7581806 11.1704210 7.4465945 NA 10.3187125 10.6707128 9.4574792 8.1579683 4.1611944 1.3538314 9.6564763 8.3566522 10.5868578 3.8774007 7.9462946 9.0783512 1.3538314 11.7693150 5.3982306 1.6757708 9.1898562 13.7850738 9.6992426 10.4792508 8.7674651 15.9585064 NA 8.3954964 9.6936873 5.1867264 7.5137086 8.6461591 4.1087252 2.5237627 10.9175103 12.2715823 9.3524277 10.0341969 2.5237627 3.1611944 10.2433413 7.8968694 8.5802495 8.9369200 10.8650958 10.1700211 6.9387998 13.3398571 3.1611944 0.3538878 6.1087252 10.7769533 6.2364811 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8.7614661 3.8132681 10.1547372 8.1286244 10.3762052 8.1514986 10.7124886 9.7821975 11.7501745 9.5325022 7.3138390 3.5237627 7.0191737 5.3311176 11.0284710 9.0594697 11.3021790 9.2211161 7.8456901 9.7759021 6.3311176 -0.6461122 5.4199265 1.6757708 NA 3.8774007 0.9387751 9.4426255 5.7967820 6.3872609 9.0138332 7.2747257 NA 11.2268969 10.2402961 11.2044149 12.2290107 7.2055861 8.6553336 7.1560305 9.8416774 10.7348395 11.2475181 9.8665778 12.0468886 4.3538384 9.2471388 NA 10.2234312 8.5262649 9.3692525 10.7310479 13.2014820 13.1536249 0.3538878 9.3439414 9.9758892 -0.6461122 2.9387939 7.8255128 0.9387751 3.7461515 5.8929957 7.5826561 13.6259568 10.5281389 6.5826554 9.2486551 10.9198914 10.3650646 8.1930413 8.4675795 10.3671600 3.8774007 1.3538314 9.9703862 8.7801021 7.2055861 3.2607333 11.1938284 9.3636659 10.4927491 9.3624760 5.9537495 9.8675649 7.5387127 4.2374566 11.5340573 0.00214320 0.00214320 0.00266400 -0.00067927 0.47032000 -0.00636680 0.00374650 -0.00290910 -0.02219500 -0.02219500 -0.02219500 -0.02151000 0.00638710 0.00638710 0.00214320 -0.00277070 -0.51887000 -0.51249000 -0.53571000 0.01126100 0.01126100 -0.00067927 0.00708260 -0.00917640 0.01112100 0.01112100 -0.00290910 0.01000600 -0.51476000 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 9.296352 11.897353 11.780102 9.998595 6.837653 10.722889 4.441298 4.108725 8.199327 6.796781 11.896144 9.320847 4.877401 8.699353 7.525464 8.236480 10.675765 6.148253 9.648458 8.528763 7.625300 8.254282 10.134279 7.775902 6.284575 11.244862 13.254327 9.1302704 10.0672239 0.3538878 8.6892279 5.4413009 9.2516829 11.5262649 10.2295867 8.3225042 9.6229640 6.6392394 8.7157812 7.8295705 7.4413000 9.5212555 7.1930413 2.5237627 7.5337463 9.1335566 12.8483180 10.4125056 12.2891866 7.6442709 9.0385860 9.8486929 15.0977250 10.6959120 13.5962672 10.6351878 2.1611783 12.3573552 8.4831205 10.7370016 8.7003509 7.5337463 8.5730060 10.1302704 11.3371872 10.9383301 1.6757708 7.8616322 13.9515111 10.5754245 10.6791428 8.2697167 10.3699492 0.3538878 10.4419630 0.9387751 12.3901827 11.3080155 10.0774983 10.3768986 10.5212555 6.0262623 7.4036861 9.3927564 8.7003509 6.4199265 11.3221333 3.2607333 13.9369201 11.9069866 8.8754379 10.1063519 10.2402961 5.3982306 NA 9.2756783 7.4831201 8.5187444 9.7621671 12.3074882 12.2877124 9.8204238 0.3538878 9.8891127 8.2211163 8.6847542 11.2693433 9.5035845 4.4412976 10.2318882 9.0102623 7.8734736 8.5111842 4.3080332 10.8255126 11.0710853 NA 12.6354776 12.4553206 10.0620591 9.7759021 6.6667197 11.0663643 11.2016777 13.2419489 9.1845585 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 3 2 3 3 1 3 4 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 4 0 0 0 0 0 0 0 0 0 0 0 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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7.35949921 -0.07932559 10.26442594 10.55536860 9.83807928 7.72160712 7.99752275 0.92067441 9.60808291 8.74884359 10.51549840 0.50568772 6.91506072 9.77089411 3.67559014 9.62547544 11.26361528 5.14952765 11.76802499 10.79107194 9.04741160 11.25162413 9.62720318 16.32790860 -0.07932559 8.40250646 10.56906485 3.50567502 7.27385433 7.74407429 7.74407429 1.50568772 11.23783716 10.84329164 9.79492023 8.86907435 3.24263299 2.50566232 9.57265589 9.62720318 8.37191818 9.90939195 9.54092697 10.24825991 6.67559437 13.62882117 5.79107170 NA 4.41255799 10.56095220 8.06536551 9.11669458 10.91222905 NA NA 9.09563279 9.28593619 10.94188502 7.96236625 11.00817010 8.56456337 NA 7.82157374 3.24263299 10.55733187 7.08057879 9.10434269 5.24263680 10.20147802 8.99350964 7.88070940 10.53265417 8.35533568 0.50568772 7.09063223 3.62114930 9.14229447 0.50568772 NA 8.75201462 9.55642539 9.80945046 8.57891872 9.73047540 9.42055314 9.90797131 3.62114930 9.65626324 7.30872491 9.69387946 3.62114930 9.96168178 2.38014760 NA 7.93472761 13.90294326 4.44426950 7.50190802 10.82797348 9.23359020 4.89798579 5.77868694 10.42254439 10.79952448 10.15970902 10.44916134 11.55028923 10.87162760 8.17809513 9.77011231 8.33644898 11.11945922 9.42421501 4.96510086 4.13015661 -1.07917317 NA 9.96031173 10.20089799 8.82909986 7.50942191 9.06098741 4.72806200 3.67559014 8.63495259 5.95413115 11.94826771 9.84031546 8.83060045 3.67559014 11.60633206 12.58826234 11.68723613 8.96099699 1.81212852 10.13320362 9.80411424 11.62957556 8.91788670 10.25888645 9.48199514 9.08183917 7.73448812 3.00816415 9.11176635 6.75991081 7.38013894 11.17337264 11.31443551 9.30551254 2.92071252 11.37962643 7.73769082 10.79952448 8.26943529 9.94999446 9.83957040 11.37680489 9.99752289 7.53541692 NA 8.39644081 6.86907435 10.43739213 8.96099699 10.75723498 9.12650057 8.83957040 9.61157815 8.57713195 1.24263299 4.98679773 2.38014760 3.38013374 3.31302812 4.31302812 10.73007345 5.20610790 6.68225866 11.02424750 6.26393769 NA 11.23273929 10.41506282 11.56388699 10.54960834 8.98679630 8.73769082 6.57720372 10.75517827 10.91364558 10.66596136 9.81628258 10.25832918 NA 8.84403470 -1.07917317 9.69467060 9.37397788 8.99082811 9.57713214 14.35282498 13.35728865 0.92067441 10.70411477 10.42502965 -1.07917317 4.80335105 8.74566592 1.72805111 -0.07932559 6.89225136 7.07045481 13.32724444 10.36623948 7.98410226 8.64009596 9.14591457 11.43295388 7.86028622 9.38464023 10.78721344 3.62114930 4.38014067 9.77167532 8.84996549 7.36779039 4.16863401 11.36727364 9.06281438 10.90263122 9.92773456 8.46180397 10.11361651 7.33855991 4.49632173 10.11114924 0.4315900 0.4368200 0.0102850 0.0154470 0.1928400 0.0428730 -0.0118870 -0.0254830 -0.0283550 -0.0316620 -0.0316620 -0.0282180 -0.0190400 0.0066653 0.4368200 0.0015255 -0.4744600 -0.4657900 -0.4657900 -0.4657900 -0.4657900 0.0154470 -0.4674900 -0.0118870 -0.2260100 -0.2260100 -0.0254830 -0.0042639 -0.4240700 0.000 0.000 0.000 0.000 0.211 0.211 0.000 -0.422 0.000 0.000 0.000 0.000 0.000 -0.208 -0.208 0.000 0.000 0.000 0.425 0.283 0.283 0.000 0.000 0.000 0.000 -0.466 0.000 0.000 0.000 0.182 0.182 0.000 0.000 0.000 0.000 0.000 0.000 -0.226 -0.473 0.000 0.000 0.000 0.000 0.000 0.000 0.211 0.211 0.000 -0.422 0.000 0.000 0.000 0.000 0.000 -0.208 -0.208 0.000 0.000 0.000 0.425 0.283 0.283 0.000 0.000 0.000 0.000 -0.466 0.000 0.000 0.000 0.182 0.182 0.000 0.000 0.000 0.000 0.000 0.000 -0.226 -0.473 0.000 0.000 10.249943 12.247137 10.417062 10.371403 9.646925 11.141690 8.173373 3.168642 7.420553 5.444270 12.766883 9.494771 11.712277 11.223069 7.958913 8.196832 10.225629 6.550063 10.303871 10.486285 7.854398 9.177918 9.680138 8.163881 7.424533 11.478171 10.877446 10.16922778 10.55778485 NA 9.51689705 7.04999009 10.75596812 10.41155812 11.75774376 8.37397788 10.09999431 7.51316462 9.81703960 6.55006336 9.75754652 9.69878435 7.70534209 7.21532817 8.32371908 8.76305763 12.67402845 9.11176635 12.53805991 6.53563775 12.26611249 10.50895338 14.85045108 11.73629068 12.97319038 10.69343416 -0.07932559 10.97937546 9.25721386 11.49671909 8.79722411 8.83060045 9.31087608 11.03997265 11.04870156 11.39542467 2.62114930 5.42850088 14.01741909 11.83863869 9.61767481 7.60720749 10.62461079 -0.07932559 11.02694298 NA 13.25225403 11.23385386 11.00518346 10.97463313 9.86615102 5.39644038 6.95962643 9.01742228 8.24037921 7.55006413 12.53380143 -0.07932559 12.63945415 13.24002655 8.09563279 7.91754812 10.61984581 6.89798700 -1.07917317 8.93890737 8.01610404 9.62027977 9.13259561 11.77713274 12.17691591 10.36727364 NA 9.73609053 8.42651888 8.84700315 10.37962648 9.20379555 3.87490514 10.22105985 9.58426541 9.23698882 8.82909986 5.77868694 11.17337264 11.37140302 NA 12.75290500 12.88360323 10.18397648 9.61157815 8.13016073 10.55461063 9.92000264 10.66665879 11.21924241 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 1 1 1 1 2 3 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 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8.4348200 8.8310291 5.2317818 7.3604503 8.0391373 6.5232452 2.8037643 11.1918709 11.3449804 9.9786727 9.9511458 2.3356262 2.3356262 9.7693197 7.7202819 8.0544366 8.3824390 10.1748221 10.2643834 6.4966109 13.3044451 2.7506494 0.1656869 1.9730602 10.4171757 7.0483365 8.6230742 10.7891176 4.5580104 NA 9.7174016 7.2689808 10.9036251 7.8695969 11.1828497 8.3800125 NA 1.7506494 NA 10.9466431 8.7785618 10.1030671 1.7506494 9.1169781 7.7804033 7.9272446 10.9682097 8.3280847 4.3751437 7.1140609 3.1656869 8.6495091 1.7506494 -0.8341845 8.0785826 10.0429774 10.3812263 8.3727075 10.4898738 9.3653656 10.5987571 3.9205791 9.6892553 9.1852840 9.3665919 2.9730418 10.0283306 6.0605100 NA 8.2923976 14.0069136 5.1198915 3.2531573 11.5504770 8.4277880 4.3751437 6.4966109 10.6127766 10.5935299 9.8140509 11.5869692 11.4464264 10.8936138 9.7298428 6.9858727 7.9305647 10.8825128 9.1714300 5.1880606 1.4876407 -0.8341845 0.7506922 9.3406190 10.6271727 9.2478423 8.6454736 10.2669600 11.2022103 7.8167450 9.7431221 11.1529573 12.4496498 10.1915250 8.4230810 5.7048526 11.3564439 11.7245923 11.1870203 9.1073573 3.0463863 10.2637254 9.3629099 11.5935299 8.3653658 10.1213433 10.0127506 9.4017075 9.8310293 1.1656869 -0.8341845 6.1429729 7.6615487 11.3647521 11.0927268 9.0857632 4.2100849 11.1977391 9.2128171 11.2175820 8.3306001 10.4802765 10.1859788 12.3521171 9.9730483 7.5877580 1.4876407 8.3306001 6.5665732 9.9850741 8.9020953 10.8686581 9.0710802 7.0785832 10.0483363 7.9601091 0.7506922 5.9730487 4.1198873 0.1656869 4.5919606 NA 10.0658053 7.3456022 5.9338771 9.7162285 6.7730231 NA 11.0804521 10.4394889 11.1628728 12.0350943 6.9071599 8.3919610 5.1173293 10.6700157 11.1393906 11.1800626 10.3702645 11.1253331 -0.8341845 8.2317823 NA 9.7822421 9.4797099 9.0483365 10.1915250 13.9052630 14.1337300 3.0725860 11.1329196 9.6754682 0.7506922 6.7338776 7.5407325 0.7506922 2.3356262 6.9272446 7.0544361 13.8166889 10.6378764 7.3702646 10.0283306 10.5320155 12.1173423 8.3921053 8.6373686 10.9609213 1.1656869 1.7506494 9.7767181 9.1543779 7.4084384 3.4136212 11.2581201 9.5396460 10.6112255 9.7986886 7.0605111 10.6640439 7.6210203 5.2875388 10.1678051 0.0011093 0.0011093 0.0181030 0.0143300 0.5877500 0.0105640 0.0059700 -0.0060904 -0.0585500 -0.0585500 -0.0417020 -0.0417020 0.0011093 0.0011093 0.0011093 -0.0203590 -0.6093200 -0.6093200 -0.6093200 -0.5932200 -0.5932200 0.0143300 -0.6018700 -0.6282700 -0.0027707 -0.0027707 -0.0060904 0.0084743 -0.0049844 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.278784 11.132559 9.447623 10.720762 8.761883 11.516632 2.625130 1.973060 8.096431 4.072586 12.637876 8.983157 6.199117 7.179267 8.038368 8.950328 10.413621 6.345602 10.404098 9.635335 8.823905 8.632239 9.573365 7.708725 7.029879 10.524345 13.902095 10.218940 10.396314 NA 7.848688 6.907160 10.272910 10.782702 11.153668 9.979474 9.446464 7.446464 8.895314 6.780403 8.014316 9.134360 7.693171 3.487615 9.445304 9.230436 13.738334 10.821671 11.844073 7.142859 10.402306 12.095876 14.241924 11.037983 14.046807 10.585653 1.750649 11.757449 8.750656 9.415992 9.192217 8.423081 8.932222 10.257129 10.730319 11.296586 2.973042 5.540734 14.042733 10.538558 9.243844 6.242509 8.935531 1.165687 11.021340 NA 12.536925 11.095281 10.920163 10.673983 10.261750 5.096431 6.478575 8.998583 9.266356 6.242509 12.880123 2.866136 13.100582 11.571898 8.990652 8.839126 10.147974 4.591961 NA 9.685330 8.591958 9.151535 9.410057 11.542904 10.967806 10.923500 2.165687 9.267669 9.080079 8.700969 10.624613 9.840768 4.750655 10.089763 4.023672 6.859181 9.247842 3.558010 11.364752 11.266356 NA 12.557608 12.546966 10.333739 10.048336 7.455712 10.640920 10.644968 12.365879 10.265383 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 1 1 1 2 3 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.08930018 9.03091538 6.24746236 10.21453636 5.40038764 10.94435182 -2.04275399 8.85226108 10.72624780 0.76477076 9.95673856 9.54662615 8.65441084 0.76477076 10.01363379 9.95397320 8.99704763 8.05810540 4.27937472 0.76477076 9.46672336 8.63955995 10.49247553 0.76477076 6.02353260 8.52254544 0.95746891 10.18265059 11.76701038 5.86433474 11.52057989 14.63018620 9.07053423 11.34303600 10.12329230 15.43134710 NA 8.89555256 10.66004877 4.60129835 7.53864369 7.75023332 6.89995744 2.36275040 11.46907236 10.10050755 10.39024603 9.41892275 4.67168966 3.62986949 9.42504886 8.55363313 7.29506543 8.70898728 9.38475613 10.25407267 7.06596753 12.64481889 2.20536123 -0.04260539 7.28162407 10.25263812 7.75672510 8.71316550 10.79467693 7.55176747 NA 9.39050691 7.55176747 11.50142959 7.20774159 11.25206393 8.17782164 NA 4.86433474 -0.45759335 11.88753369 8.08414773 9.55967803 4.44929724 9.75591506 9.04424301 7.83242486 11.49028612 10.18415642 2.60129241 7.86132516 5.44929724 9.35297740 -2.04275399 NA 8.29059857 9.33898613 10.55828533 8.76479829 10.58338030 9.23821388 10.07151090 2.60129241 9.78478598 7.34761251 9.71107790 3.97981501 9.85036548 6.64043728 NA 7.97146366 14.16170866 2.04491864 7.77442667 13.12360629 8.26236503 3.20537687 6.81231210 11.08253375 11.16887528 9.74616158 11.41930629 12.33519599 10.72335087 9.19883053 8.69215272 9.55036740 10.74718059 9.29182270 6.55363237 4.94612727 -2.04275399 -1.04245680 9.60669946 10.06040304 9.56060587 8.24630927 9.15921188 7.96025800 5.57215298 9.36364813 5.63692328 11.70909187 10.62322326 9.11542164 6.74860614 11.15481349 11.66889509 10.64350593 8.86114430 4.41375654 10.29812788 10.51825363 11.44302097 9.06857892 10.59746218 9.88781098 9.41841092 9.82394946 4.46523661 9.11983444 6.42911880 7.85074443 11.09010355 11.41090290 8.54834838 2.60129241 11.60197548 8.97633872 11.43520149 8.08930005 9.77122435 10.25091481 12.47160247 10.83491904 6.52349766 0.95746891 9.14603197 7.21247207 9.28218633 9.36683406 10.52890433 9.28499594 7.71065975 10.25808180 8.16567733 1.65786862 7.79507143 5.21483199 -0.04260539 4.18626284 0.27941186 10.68663910 6.60849436 6.60129984 10.21394674 7.24386231 -1.04245680 10.37503204 10.25750971 11.13299273 11.43266998 9.02016408 8.88447307 6.72171716 10.83204036 11.31003843 10.62366717 10.31417026 11.73469853 -1.04245680 7.83396025 0.54240665 9.66781923 9.02823513 9.46375077 9.11668393 14.18823299 14.11981487 3.48100179 10.59474737 9.59859187 -0.04260539 7.61139889 8.84542544 -0.04260539 1.76481322 7.81853041 7.83088720 14.19370037 11.46077829 8.36789477 9.66048158 9.74371288 11.80508786 8.33682162 9.13201305 11.69848877 2.71233165 2.71233165 9.32649510 9.47609629 7.90142325 4.75186001 11.37120332 9.68536361 11.38108438 10.21965849 8.20299604 10.67276175 7.84618677 5.06753547 9.90945631 -0.1272200 -0.1272200 0.0092795 -0.2201200 0.6514400 0.6216600 -0.0799040 -0.0050145 -0.0226360 -0.0226360 -0.0226360 -0.0226360 -0.1272200 -0.1272200 -0.1272200 0.0376100 -0.6308100 -0.6308100 0.0092795 0.0092795 0.0092795 -0.2201200 0.0080265 -0.2990800 -0.0471190 -0.0434960 -0.0034928 0.0044109 -0.4890300 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 10.407108 11.926830 11.318565 10.488825 9.284434 11.570887 5.147266 1.279352 6.790333 4.615658 12.608663 8.647118 9.802541 9.958028 8.322606 9.450298 11.017633 6.891134 10.898124 10.387373 8.555496 8.920563 9.728202 8.214831 7.198235 10.606025 14.409282 10.1720659 10.4232647 1.6578686 8.6421918 7.9839666 10.4389904 10.6708297 11.5579369 8.9901777 9.8833685 7.9489652 9.1273681 8.1248616 7.7808107 8.4572889 5.1173127 5.5647745 8.7997935 9.3567211 13.6788896 10.3787191 12.9335598 7.9644004 8.1790303 12.3232188 15.7372331 11.5962185 14.2165428 10.8183362 -0.4575934 10.3193869 10.4530485 10.3977933 9.1166839 9.1154216 9.8431395 9.7684164 10.6565818 11.8601010 3.3150010 6.0289050 14.0315826 11.0585982 9.7498269 7.4907731 9.9123665 4.4652366 11.8075323 -2.0427540 12.6871170 11.7011269 11.3173300 10.6300895 9.6925761 6.7583432 7.5904381 9.2000219 8.9203392 6.0502013 12.7310672 3.4492972 13.6588580 11.7546994 8.8285783 9.9836899 10.4765880 4.0867243 NA 9.2041838 7.7997938 9.8127010 10.4063209 11.1370413 11.3726568 10.6802508 0.2794119 10.1653727 9.2855571 9.0275641 11.7971391 10.0676003 4.2793747 9.9120031 8.3972742 8.2725929 9.5606059 4.7256267 11.0901036 11.4269578 NA 13.0340083 12.5665642 10.5721531 10.2580818 7.3454602 10.9677965 10.2919959 11.0522961 10.5819166 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 1 2 3 2 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.6818568 11.7445978 11.3805928 9.6237548 11.5910665 10.9519275 14.3579075 NA 9.0288766 10.2288875 4.9364306 7.4112101 7.3368073 6.3567618 2.1708865 11.5485401 10.7490797 11.2631243 8.6237546 4.0968943 5.5768879 9.3527934 8.9137104 7.8433212 9.5240425 9.8545921 10.5580515 6.8205109 13.3471312 2.6563133 NA 4.8031650 10.2407483 7.9417249 9.0645005 10.2471769 1.4339209 -0.1510416 9.4423588 7.4746761 10.3862297 7.6237550 11.3866714 8.3428232 -1.1510416 3.8489684 -1.1510416 12.0380200 8.0535388 9.9633607 3.7069504 10.0777863 8.4245069 8.1753974 11.3968261 9.2710325 3.8933622 7.4819625 2.8489584 9.1652492 1.1708865 NA 8.6707416 9.9083122 9.6579318 8.2196550 11.0235812 9.5407112 9.9423852 2.9364212 9.2657651 8.8545923 8.9948999 3.0189012 9.8844541 4.8933622 NA 5.9469998 13.6279687 4.9150571 9.5726286 12.4518984 8.9069594 4.2065182 6.6818582 9.7377109 11.0123028 10.2261782 11.5670723 12.2020841 10.6615461 9.5912770 7.5249248 8.9999842 10.5781635 9.5216140 4.3725273 1.4339209 NA NA 9.4282835 10.8930202 9.7490797 7.8657759 9.2688119 10.8165542 6.8031637 9.5178526 9.7693205 12.0497130 10.1016330 8.9833938 6.0387917 11.6219007 11.2911336 10.8330300 8.9222790 4.4063190 10.1584440 9.8397808 11.2983742 9.1708957 10.7135407 9.3527934 9.1366800 12.4589543 3.6038578 8.4470200 6.5768879 8.5018125 11.1544594 7.1006392 7.4075796 3.7069504 11.6098954 8.7147009 11.5651440 8.4928238 9.9257832 9.9028935 11.8401351 9.9430453 7.6005114 NA 8.6450074 7.0584215 9.0584209 9.3297578 10.6042559 9.0387923 7.8545923 10.2250931 8.1663800 NA 8.6707416 2.1708865 3.1709025 5.9469998 NA 10.9827521 6.0968943 6.8147516 9.8810133 6.0431345 0.4339209 10.8664721 10.2283460 11.0207699 11.1773620 8.8002525 8.7678309 6.2909994 11.0477196 12.0452624 10.3032669 9.9483154 11.8547676 -1.1510416 7.7069484 NA 9.8761825 8.9257832 8.5476723 9.5709213 13.1872165 14.7697857 NA 10.8262475 10.1932635 -0.1510416 3.9364306 8.4016369 -1.1510416 -1.1510416 7.3607207 7.4073884 13.9331532 10.7100545 7.7193327 9.4507384 9.5213930 12.1992162 8.5649295 8.8564716 11.0672281 -1.1510416 2.5493981 9.2402113 9.2412851 7.4855919 5.4783247 11.6295074 9.3165732 11.1349477 10.1253189 8.8333860 10.5946419 7.4636772 4.9606229 9.7460568 0.0063871 0.0063871 0.0049969 -0.0049844 0.4913000 -0.0045695 -0.3197200 0.0000000 -0.0395290 -0.0395290 -0.0395290 -0.0395290 -0.4103300 -0.0020784 0.0063871 0.0146090 -0.4273700 -0.4273700 -0.4181600 -0.4181600 0.0049969 -0.0132640 0.0659420 -0.3419600 0.0038997 0.0119580 0.0000000 -0.0015243 -0.4256000 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 11.031983 11.734855 11.368358 9.892679 9.973735 11.455373 6.656322 2.018883 6.909664 3.755860 12.828839 7.959659 7.437682 10.786695 8.423315 9.213102 11.670343 7.316573 10.947987 7.939080 8.182123 9.409138 9.311071 8.397790 7.920430 10.672733 13.737996 10.383757 10.441892 NA 8.669147 6.603855 10.250914 10.177643 11.712573 9.578588 9.183241 7.364668 9.234830 6.008839 7.033843 8.927118 6.197696 5.826248 9.217474 9.195481 13.452304 10.351302 12.591172 6.567945 9.767831 10.786709 14.984617 11.094520 13.205076 10.999350 1.433921 9.992351 10.867168 10.954549 9.467353 8.983394 8.965312 10.120431 9.758111 11.193264 3.433934 3.978251 13.176015 11.063590 9.531084 6.300179 9.969853 NA 11.232942 NA 12.692594 11.346894 11.491471 10.1262551 10.2652374 6.1435893 7.4928242 8.6960251 9.1504637 4.9364306 13.1848234 2.5493981 14.1877736 12.6965144 9.0037858 9.2182595 10.3373099 3.0189012 -1.1510416 10.0535388 8.7797049 9.4874035 10.1022242 10.9116884 10.5670723 10.5476723 2.1708865 10.3211507 7.0921419 8.6221067 11.6237547 9.9705011 2.6563133 10.1871469 5.7558570 7.9730889 9.7490797 5.4636780 11.1544594 11.2519796 -0.1510416 12.1226176 12.6667508 9.9672598 10.2250931 6.8376519 11.0170129 11.2242786 10.5897729 10.6958057 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 1 NA 3 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.10814034 5.75398420 7.53881594 3.07937811 9.03447518 9.47170163 10.42811234 7.31263523 1.54888046 11.90324134 7.92969100 8.01556893 12.46756714 12.19852488 10.22717621 1.37895546 8.32438850 11.12986082 4.26159099 11.39836149 10.42538639 8.35048797 NA 10.25266153 11.06374135 9.84838790 7.75615531 3.77126232 0.70088356 9.58839777 9.06369303 10.69381092 1.37895546 8.51593554 10.04871545 4.52869008 10.83991228 8.06018306 3.96390872 11.40002338 13.33477600 9.70199931 11.11977933 8.16847807 16.06907209 1.18631038 7.41511809 10.58687393 4.75398420 7.05842474 7.51337073 3.18629453 1.57429531 11.80035191 11.28376728 10.35979809 9.68671446 4.21183769 2.28584606 9.25852764 8.69861647 8.15043376 9.43693615 10.12041143 10.68215443 7.17984442 13.74905292 2.46641830 -0.62104454 3.70087246 10.37929670 8.10516262 9.50564902 10.79969429 0.37895546 NA 8.07764891 8.29929733 10.93667864 5.81357343 11.24332414 8.46905689 NA 5.17335933 NA 11.83131445 7.87279983 9.38456900 7.93161333 10.36122510 8.51721624 7.57616081 11.48681542 9.51272881 1.18631038 8.54385156 4.02280278 8.79362964 NA -1.62104454 8.22286541 9.98117937 10.81226910 8.15537736 11.22854509 9.18307556 10.29966949 1.37895546 9.97606586 10.49561333 9.43786295 3.07937811 10.18065288 5.89464317 -1.62104454 8.04250262 13.97816000 -0.62104454 3.90250777 13.28893130 9.21262527 4.77126232 6.98996891 11.06325478 11.19192396 10.54918254 10.78435192 11.43916926 10.81539579 8.44233976 10.78568099 6.87079746 10.58014954 9.39049315 1.54888046 4.18630246 NA -1.62104454 9.90593269 11.40874932 9.38597173 7.90642164 8.00604046 10.61376194 4.40130962 8.28282619 4.87079870 11.65069932 10.06500730 8.73759585 5.51849737 11.59781039 11.95684534 10.89439793 9.15620799 4.65971339 10.32035899 10.73869405 11.65666779 9.11956861 10.95259166 9.22600172 9.78302163 12.76467211 1.83838708 9.13216115 7.39017154 7.06894269 10.76318863 8.02243995 9.47084919 2.46641830 11.35389677 7.96202724 11.46026149 8.51977423 9.87978632 8.53376267 11.69126026 9.95117104 6.24930880 1.54888046 8.27830123 7.06894269 10.75859359 9.18790875 10.48178299 8.94974881 7.22129517 10.01330173 9.47500075 0.37895546 4.52869008 2.46641830 3.58839683 4.23692881 -1.62104454 11.40494914 5.59811207 5.23692498 10.17202752 6.34230228 2.46641830 11.35192426 10.56876910 11.23010788 10.94428461 9.78833547 9.78833008 7.37004132 10.17538974 9.90005408 10.49691218 9.97140158 11.72088020 NA 8.88772966 1.70088356 9.77072517 7.81981377 9.52232769 9.55947537 12.62457147 11.82447670 0.96391796 8.82085132 10.42128790 -1.62104454 5.64197947 6.81027471 -0.03608204 -1.62104454 7.28583496 7.65274031 13.76072400 10.88030151 8.09318988 8.81565612 9.99732995 10.72850218 8.51977423 9.59537517 11.02932312 3.18629453 2.83836691 9.80048337 9.74253176 7.52105152 4.70087246 11.90458766 10.33095765 11.51337083 9.49559384 5.76264912 9.95259173 6.97513375 4.99365625 9.86577950 0.0043021 0.0043021 0.0060764 -0.0081624 0.4906100 -0.0362650 -0.0058140 -0.0030475 0.0169850 0.0122290 0.0122290 0.0081959 0.0384890 0.0043021 0.0043021 -0.0062286 -0.5283900 -0.5283900 -0.5283900 0.0108420 0.0108420 -0.0081624 0.0000000 -0.0058140 -0.0710710 -0.0710710 -0.0030475 -0.0103700 -0.5440300 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 8.925839 12.577543 13.843331 10.093190 8.227567 11.805602 6.914220 2.548880 7.813573 5.120410 11.833372 8.911544 7.276790 11.802282 8.213953 9.005566 11.937126 4.978859 10.472692 9.104311 7.976997 9.126206 9.558574 7.214995 6.894644 11.168886 13.439683 9.76372826 10.39679688 NA 7.43693636 7.31852383 9.97839243 11.00053852 11.46541249 7.68955706 9.85771404 7.60535654 9.58778858 7.35622482 9.72434979 9.73098785 5.47697783 2.54888046 6.82602724 8.24313065 12.85410792 10.03447518 13.34855586 7.22041412 10.61794629 11.13966447 16.19269438 11.84425582 13.58511944 11.05225360 -0.03608204 10.56505875 9.68044076 11.22384636 9.00739007 8.73759585 8.91616281 9.68898913 11.02730205 11.40165905 5.65506841 5.96390641 13.33114199 11.73608410 9.45375502 8.44772258 9.36975764 NA 11.00739007 -1.62104454 12.77334020 11.22409148 10.96108644 10.7196292 8.9083749 6.7364966 6.5184958 9.3654977 8.8249941 5.8465510 12.0861699 3.5488681 14.3079023 12.8586616 8.4450339 9.3116686 10.5507468 3.9335349 -0.6210445 8.6997449 6.4978854 9.1195686 9.7148930 10.9528283 12.3341403 9.2102517 0.9639180 10.4913840 7.4717020 8.9497488 11.6448525 10.0105764 3.5082258 10.7744786 1.5488805 8.2888375 9.3859717 3.7008725 10.7631886 11.3610468 NA 12.5630450 12.7142651 10.9781600 10.0133017 6.7840865 10.9188303 10.6200338 11.8477429 10.1590659 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 1 NA 4 1 2 1 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.3030907 7.9164910 5.6017351 1.0048250 9.6758094 9.4158865 10.8458917 -1.3172469 6.5094203 9.0773338 9.5462831 10.2259029 9.1112312 5.5030497 11.4659450 14.7623142 9.7756282 10.5961345 10.3902302 15.9351299 NA 8.2697107 7.4642304 5.0047980 7.2753284 7.7676793 6.2142531 3.5522541 11.5004544 10.9783530 10.4048247 10.2541497 4.9307988 2.3833034 9.6849828 8.5822278 8.3392960 8.7676793 9.9502430 10.4377585 7.2790608 14.1213056 3.7703322 1.0048250 7.1586046 10.2621869 7.7650202 8.8414807 11.2381792 7.2412920 NA 9.0304925 9.4494000 10.4678739 8.0557363 11.0321523 8.3517560 -0.3170672 7.9307988 -0.3170672 11.8386380 8.0470055 9.8671266 6.0665757 9.6143473 6.8224230 7.1747240 10.9011316 8.6457672 3.4377604 7.5125935 5.2975803 9.1289205 -0.3170672 NA 8.3850436 9.7272651 10.5054419 8.2142526 10.2020158 9.6637246 10.3486511 4.6828710 10.3249227 9.8458918 8.9188853 3.2064401 10.2536756 5.6828710 0.2678354 7.7913954 13.8021770 -0.3170672 7.0964991 13.0745174 9.1206231 3.4902235 6.9260445 10.5566996 10.9991526 9.9803605 11.3828772 11.1676713 10.6898983 9.1340823 8.8862191 10.6043401 10.7616890 9.1087374 2.7703428 5.5283619 0.6828429 -1.3172469 10.1474169 11.3674006 9.5299285 7.8224223 9.7104316 10.9983037 6.5220746 9.8677464 5.6253845 11.9949031 10.7580159 8.6414239 5.3552947 11.1958584 12.8951395 11.3693716 9.0960757 4.4374941 10.1474169 9.8433728 11.7433981 9.1876901 10.6464897 9.8868307 8.9056659 10.8929335 0.6828429 8.3658657 7.2864977 8.8763963 10.9464337 6.5049635 8.3328637 3.8527979 11.5622628 9.0081765 11.0551920 10.3706841 9.9923474 10.1049359 12.1375559 9.8726957 7.2025069 -0.3170672 8.6515379 7.3375068 9.5639850 8.0535583 10.7710862 8.8590443 7.1586046 10.1990635 8.5204989 2.2678354 7.6772242 5.2374605 1.8527979 4.7703322 1.2678354 10.9674060 6.8121542 6.6428734 10.5239873 5.8018131 0.2678354 11.1320197 10.7041981 11.0598104 11.4632058 8.9705834 9.4054566 6.9851896 10.5256143 10.9823653 10.8086074 9.9260451 11.1661830 NA 7.8121542 0.6828429 9.7293130 8.9331695 9.2706485 9.5761725 12.2346995 13.8931238 5.0404234 11.1558157 10.1995560 -1.3172469 7.3491308 8.6784403 NA NA 7.3588279 7.5927642 14.5320562 11.3479849 8.2659539 9.8370563 9.3979751 11.5647498 8.8172974 8.8611375 11.3007976 2.2678354 2.6828654 9.5920141 9.7630224 7.0137883 6.1091349 11.1598703 9.9734659 12.0293848 9.8674551 8.8160134 11.0282763 6.9402584 5.2616587 10.3776642 0.0011093 0.0011093 -0.0034362 -0.0109220 0.9119800 0.4260300 0.0072833 -0.0095426 0.0549450 0.0549450 0.0549450 0.0549450 0.0058309 0.0011093 -0.0074843 0.0040135 -0.5143400 -0.5143400 -0.5143400 -0.5143400 0.0045800 -0.0109220 -0.0046289 0.0043021 0.0086135 0.0086135 -0.0149160 -0.0156040 0.0101460 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 10.762016 11.655671 11.493242 10.044815 9.522862 11.871305 5.040423 1.267835 7.954334 4.613608 12.606756 8.744080 11.017424 10.921733 8.294634 8.818580 11.247259 6.166687 10.504246 9.647212 8.667290 8.731126 9.786880 7.809575 6.916491 12.152259 12.896355 9.9917789 10.1520041 -0.3170672 8.7596868 7.7024615 10.0042355 10.5236490 11.2687725 9.2994198 9.5291449 7.5624546 9.8102206 8.0579105 5.5776886 9.3928165 5.2827845 5.3122259 8.6715559 9.3419751 12.7877974 10.2607720 13.3400779 6.5019009 10.8480922 11.1075623 15.7428914 11.5940758 14.4237849 11.5994970 -0.3170672 11.0321523 10.7772787 10.3113166 9.2687726 8.6414239 9.5212871 9.8540479 10.2191183 11.4863948 2.7703428 6.7327196 13.9168229 11.1980781 9.3641095 6.2297648 10.1325356 NA 11.0797434 NA 12.5235507 11.3652600 11.0304924 11.180473 10.365866 6.916491 7.583738 8.591264 8.751649 4.852798 12.802348 2.682865 13.738492 12.540269 8.589762 9.663325 10.419273 3.637065 NA 9.309493 8.260300 9.647212 9.929612 11.013228 11.483367 10.846521 2.383303 9.788125 7.319496 8.655851 11.525811 10.211813 3.004807 9.864023 4.142299 9.693399 9.529928 7.824978 10.946434 10.700375 NA 12.850054 12.296315 10.723503 10.199063 7.799215 10.419696 10.135112 11.648213 10.264693 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 5 2 1 4 1 1 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.1965356 10.3528725 8.4287345 8.7653680 7.2402151 8.6181630 9.2310315 14.2130998 8.1672350 5.0104800 -0.3817613 -1.3819493 9.8577615 9.9735140 4.0775934 7.3562548 4.8469796 9.3688698 9.5853892 9.8737817 8.8919586 NA 11.0389127 10.6307875 8.8589542 11.1958278 9.0412789 11.1619198 -1.3819493 8.6707309 11.0378598 4.3730496 11.3913021 10.5088072 7.6405306 NA 10.2916973 10.5228390 9.2611171 7.7525894 7.9196589 1.6181447 9.9619038 9.0317908 10.2282650 -1.3819493 6.4636535 9.7409910 6.4636535 8.6195711 9.2772669 7.2291880 11.2498925 14.6010674 9.9580129 11.0517484 10.3925382 15.4966689 0.6181447 8.7830699 8.0444275 4.7679090 7.6405306 7.8153795 9.2941199 2.2210418 11.4401362 10.9844851 9.8251773 7.4447118 2.5250415 1.7881010 9.9179434 9.6842521 8.1804055 7.7422845 9.7122407 10.2217893 7.2475193 12.4813813 2.6181682 NA 3.8276158 10.4133909 7.5429753 8.8743716 10.7634582 NA NA 10.3663558 7.2365481 10.3168242 8.4190627 10.6943104 8.2745878 NA 7.2941199 2.3186061 9.2781588 8.0999621 10.1937021 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8.7122405 13.2779359 5.8516866 9.6802090 11.7805542 15.1558212 11.6719192 12.9189444 10.8948689 2.2031385 10.1014749 9.7042991 9.9327461 9.3151305 8.9822974 9.0136970 10.2520664 10.6025814 11.5546150 5.3730496 5.7266868 14.9042409 10.5979454 9.7292985 7.6543367 9.8702369 0.6181447 11.5674425 -0.3817613 12.8851690 10.9236063 10.9364233 10.8646067 10.1965356 5.6625559 3.2031228 9.2236424 9.1717923 7.0147681 13.3532873 2.2031385 13.2493968 13.1119558 8.8079876 6.9241795 9.5947271 3.4255130 0.6181447 9.9942884 8.5853892 9.5803360 10.0714335 11.5913222 11.6521021 12.3100155 3.7056241 9.8714195 8.0296737 9.2021858 10.8925411 9.2447846 2.2031385 10.3405436 6.3663554 6.8469822 9.9679970 5.5606783 11.2344820 11.1185069 -0.3817613 12.8463804 12.8567916 9.8849495 10.1587753 7.9997058 11.0024070 10.7019746 10.0809923 11.0090896 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 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9.9409415 15.5408653 NA 8.2007736 9.4726860 5.5162768 6.9183743 7.7411191 8.4975481 2.8295655 11.3238347 11.5674195 10.1656170 9.2720108 2.2394286 1.1239310 9.7732141 8.8665479 8.0268355 9.0993283 10.2643617 10.1651608 7.4093604 12.8983332 5.6370276 -0.4609653 4.0308481 10.3503701 7.2394353 8.4307791 11.0873357 -0.4609653 NA 9.7539215 8.4931918 11.1410911 9.1945262 11.0114324 8.3559791 -1.4611639 6.5942783 0.1239310 9.6277836 8.5018913 10.0537094 4.8057826 9.8732686 8.8104585 7.9313125 11.7068839 9.3923050 3.5833867 8.4667735 6.1012383 8.5134098 6.2532405 -1.4611639 9.4139767 9.6976051 10.3738614 8.3203552 10.3092463 9.9834927 10.6131368 3.2938854 9.6689224 7.0025203 8.6566387 4.3718864 10.1342529 4.5613628 0.5390347 6.2532405 13.9473915 4.7678137 9.7539215 10.4807767 9.6104578 5.0935855 6.6527374 10.5036973 10.6656998 10.5724184 11.2156136 10.8594970 11.2827780 10.1017148 8.9462633 9.3309722 10.7139210 9.6090760 1.3463613 1.7089376 0.1239310 NA 10.6174798 9.8782887 9.6291078 7.7605822 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13.152612 11.558239 3.123964 10.105049 8.046790 9.241168 10.933190 9.839348 4.688740 10.641627 5.718904 7.026835 9.629108 4.805783 10.899019 11.141230 NA 12.459069 12.900734 10.323630 10.183753 7.270314 11.321175 11.517706 11.423502 10.193515 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 2 NA NA 1 6 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.4653346 9.4877086 9.7617982 8.4788028 7.7094664 -0.8564760 11.6531876 9.4494743 2.7283777 12.4572877 10.9414793 10.0397450 NA 8.8228926 10.6033565 3.2308793 11.3589456 10.3984412 7.4471932 1.4653476 11.2033080 10.3171772 8.8105241 8.1740798 8.2308755 NA 9.6620657 8.0888566 10.0689670 0.7283995 7.6630485 9.9889026 4.1878073 8.8524964 9.9353895 5.5357295 9.7656567 12.8910811 9.5064522 10.4748895 9.4218620 13.9611458 NA 7.7691218 8.4517518 4.7283777 8.4078553 7.3674139 9.5570405 3.7114398 12.2599190 11.7208414 9.3877765 5.1878073 3.6669724 2.8438432 9.4720876 8.2956973 9.1063085 8.5378753 10.2982308 10.2068077 6.6272289 13.8820855 0.7283995 -0.8564760 2.7283777 10.7232000 7.4195372 9.8438523 10.8696308 -0.8564760 -0.8564760 9.9313152 6.1768354 9.9780258 10.9020522 11.0149329 7.5654776 0.1433934 4.5009677 NA 11.6148338 7.7617979 10.0815219 6.7727698 11.5662658 6.2095021 8.0976087 10.4998646 8.6231927 -0.8564760 5.6028428 3.1434097 9.5303529 1.7283559 2.1434261 9.0844603 10.6859609 12.1998810 8.1546399 11.2909356 9.8721834 10.5512115 5.8713336 9.8351562 4.9247745 8.9033007 3.3913416 10.4090277 4.8983003 NA 2.8438432 14.4424775 7.2095021 5.0503014 5.6028428 10.8903467 4.3528644 5.9247721 7.6708899 10.9041326 10.0645097 10.8533580 11.4815167 11.4701230 7.2675339 10.6704008 13.1624821 10.8932820 8.8032303 4.0013969 4.8713311 NA NA 10.3152149 6.0503036 9.9426942 7.3282881 8.8488548 7.4965598 5.5696764 7.9049639 9.9165519 11.1726998 11.8617314 8.7836577 5.7727698 10.3120847 10.7544374 10.4013897 9.8645118 2.5384637 9.7590423 10.1313872 13.0800506 9.5086414 10.5222493 10.7250840 13.0167606 3.3133329 2.4653476 6.3818181 10.6869278 8.8490450 10.8563694 13.3830276 7.6857482 3.6028488 10.1630034 8.7075621 11.3589456 5.2726951 10.1313872 10.8228927 11.4943518 10.5966832 5.9889028 -0.8564760 10.0176255 7.3282881 9.9353895 8.0592920 11.2444034 9.6699119 7.3960781 10.6546711 4.8713311 3.2308793 7.4653411 6.1878073 2.3133329 4.3528644 2.4653476 12.3198975 5.6980017 9.4345834 9.6120264 7.9214899 -0.8564760 11.0017822 10.8105242 11.3111444 10.3076910 8.7414650 8.4252730 5.8273897 9.6825714 9.7236712 11.0745195 10.2268920 10.5961687 0.1433934 8.1823318 NA 9.7414651 8.5946236 9.6402664 9.5790828 13.1598727 15.4287426 1.1433934 10.6337621 9.6201588 -0.8564760 5.8419077 5.2726951 0.7283995 NA 7.2519368 8.0741500 14.9415047 10.5031622 8.3479836 8.6960818 10.4585622 11.9937948 8.8051909 8.9889968 11.2925246 1.4653476 2.3133329 10.2855197 10.0518052 7.0741500 6.1878073 11.6079584 10.1278311 10.8408147 9.2348481 7.1149562 10.1650866 7.5612650 4.0416197 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 8.228221 12.159176 5.483261 9.922311 8.901636 7.598740 3.230879 8.546425 8.270117 4.313340 12.732127 8.299673 8.709467 5.355788 7.866323 8.663049 11.653188 9.132097 11.133871 10.004500 9.019930 9.223924 10.497954 5.602843 8.496559 9.835156 12.426646 9.1850717 9.7349350 0.7283995 8.7581226 7.3913398 9.5977120 12.8668603 11.7752717 8.5633729 9.5863561 6.2202274 9.7863668 4.5696794 9.9107695 10.1802731 8.4877086 12.0251002 9.5915289 7.2095021 12.4570043 8.1630035 13.1525414 5.2712538 11.2496484 9.8255293 13.7375039 11.2880709 13.0601318 9.8220128 0.7283995 9.8290375 10.9837972 10.7274356 9.6472384 8.7836577 9.9587959 9.6600975 10.7818485 12.0717459 3.9507670 6.4832628 14.4926320 11.5625828 10.8700566 5.4288157 8.8949566 2.6028369 11.4116622 -0.8564760 12.3117714 10.9020481 11.1699361 10.8180463 10.8675001 4.0976108 8.2388098 8.9507676 8.0622761 5.5009645 12.9202527 2.4653476 12.6226877 10.6922345 7.9378287 6.3528662 11.4628025 3.8438532 0.1433934 11.5756935 9.9731354 10.6941594 8.4265009 11.0730409 11.9818287 10.9309071 0.1433934 10.7409996 7.9699609 9.8290375 9.9651866 9.0548045 2.4653476 9.4574293 7.5357303 8.3889653 9.9426942 9.0815221 10.8563694 9.8610891 -0.8564760 13.3009964 13.5857082 11.0114635 10.6546711 6.6028443 11.6059149 10.1412978 10.6474271 9.3721953 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 4 3 3 4 3 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 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 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 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9.2582942 10.2900231 6.1849685 -1.3617871 9.8328313 7.4614418 9.2230371 9.7985763 5.3245766 9.3051860 -0.3619725 8.8656903 10.9083698 3.0975097 9.8752845 9.9141988 7.7699317 -1.3617871 10.1469438 11.1003978 8.3795413 8.4898235 5.4709630 6.5022606 10.7680014 10.2036527 10.9427110 5.7255367 6.8907397 9.0174529 8.6756215 9.6260490 8.7162251 8.7621956 10.1606168 11.6590544 9.9344171 10.7985762 9.6987705 14.6902179 5.5449644 8.0346790 5.7361069 5.3245766 7.8548204 9.1319300 7.1458690 4.8332241 11.2105378 11.4333025 9.3480199 7.2710699 0.6381202 2.3385100 9.0022091 9.2379874 9.2463292 7.6493015 10.7098720 11.0527597 6.5628865 13.9185915 6.5084397 -0.3619725 7.7014694 10.1000654 7.0043969 8.4534579 11.2656084 -0.3619725 -1.3617871 6.1537749 10.2216274 10.6066981 5.7776249 11.4636296 9.4169729 -0.3619725 8.6224930 1.4454089 9.9701111 9.0944290 10.4157407 3.8080040 9.6618289 8.6182141 6.8668931 11.2697063 8.0851575 1.4454089 7.8620763 7.2783194 8.9153619 8.6987703 0.6381202 6.5747131 9.3166746 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9.3193129 -0.3619725 10.7938414 11.0609276 10.1005768 9.8788659 8.1577107 9.0664347 10.8992879 8.7865510 11.8003068 6.4389748 8.5599154 14.7173609 11.7508397 8.0087619 8.0643391 11.1044059 -1.3617871 10.9001693 -1.3617871 13.4799827 12.2903593 10.6031373 10.2356615 10.9231877 7.1849685 6.6493022 8.9701111 8.1655517 7.6520949 11.9112712 0.6381202 12.3921268 12.2301811 7.9025168 7.1286852 10.2940523 1.6380738 -0.3619725 9.6933570 5.3523207 10.7566912 9.1576615 12.1823145 10.1777180 9.6117718 0.6381202 10.1249095 9.9645039 9.4438184 10.0458734 9.5230081 2.5449552 10.1936222 2.6380738 5.4062577 8.8560320 3.8080040 10.5643705 10.6909821 NA 12.6053007 12.3465118 9.7242106 10.4827802 8.1015986 11.0828306 8.9622549 11.0480964 9.5742928 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 1 NA 1 2 2 3 2 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 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3.6973735 11.1319976 10.0480203 10.9156957 9.3449842 7.2823323 11.0908065 6.7958591 4.6656600 11.4426418 0.0000000 -0.0020784 0.0130740 0.0172640 0.5849500 -0.0254100 -0.0030475 -0.0149160 0.0012481 0.0012481 0.0012481 0.0012481 0.0000000 0.0000000 -0.0020784 0.0038854 -0.5970100 -0.6268400 0.0130740 0.0130740 0.0130740 -0.0104590 -0.0042291 -0.0030475 0.0088920 0.0088920 -0.0149160 -0.0031439 0.0052134 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.660140 11.528883 13.985132 9.477588 7.050324 11.313998 2.343720 4.421735 9.117787 1.758772 12.426177 8.922805 7.282332 8.200801 7.159649 8.940337 11.872729 6.625019 10.227733 9.858556 8.358683 7.842657 10.178688 7.486690 6.477588 10.857679 12.744375 9.6806109 10.3317859 0.7587296 8.8068025 6.1163211 9.0426301 11.5658565 10.0114354 9.4638264 9.2317991 6.6576229 8.9891907 7.1453514 6.9617101 9.3248241 5.2823323 4.4957335 7.8672942 9.0098577 12.6712851 10.7848323 11.3719455 7.4806892 10.1104455 10.5258509 15.3899470 9.9738985 13.4599320 10.6840772 2.4957463 12.0524332 8.3856959 9.8506461 8.3056646 7.1738070 8.5158819 9.8435783 8.7606471 10.5086394 3.6332336 7.0625503 14.2136129 10.4815775 8.8897695 7.0503243 10.0294547 0.1737671 10.4827153 -0.8262329 12.1440931 11.0089815 10.1913118 10.2665646 10.5548096 4.6332394 6.9017273 9.4730155 9.0271170 7.3286256 11.9257197 3.1738150 13.9902912 11.2695341 9.2236559 9.1660235 10.1674535 6.4311950 -0.8262329 9.0410863 8.5682701 8.3286256 9.3892555 11.8735968 10.1878280 10.6556069 1.9811585 9.8409190 8.4730153 8.3184655 11.4148969 9.6586303 1.4957463 9.4205481 5.4775867 7.7245541 8.2744699 6.3537167 10.4258815 10.1560880 NA 12.4922090 12.5798796 10.7231108 9.8672945 7.3487335 10.3966023 10.2784062 13.6818962 8.8668412 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 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10.0504715 14.2653295 9.8613650 10.5376607 9.9067989 15.6882524 -1.3902450 8.3120552 9.7203660 5.2392376 7.3912427 8.3155151 7.7288239 2.0441843 11.3464960 11.1577412 10.4172376 10.6308626 3.7798060 3.8952832 10.1241036 7.8217708 8.1873115 8.9903437 10.5498291 10.4144171 6.9541789 14.1743299 2.0693241 -0.3900560 3.1948435 10.7394877 6.8625481 8.9419191 11.0277352 4.8952832 NA 8.7947580 7.7079147 10.3976220 8.3445924 10.3969689 8.4490863 NA 4.8386997 -0.3900560 11.3388660 8.7378770 10.3768256 8.6638086 8.8350900 7.7947583 7.9475043 11.1415078 8.3580753 3.8952832 7.7519899 4.1017341 8.0507520 NA 1.4172179 8.9575040 9.7577235 10.4875503 8.4075444 10.4932897 9.9514014 10.9616501 1.7798060 9.9751115 10.1934355 8.8072467 3.2823064 9.7897917 6.2319354 NA 7.6840241 13.6541487 3.4678664 10.1863670 12.8879691 10.0785067 4.8952832 7.4140137 10.2190614 10.3891916 9.8156760 10.9062253 11.2134765 10.9530683 9.9073722 10.4844798 9.1285357 10.5553265 9.3885430 2.3103110 1.1948435 -1.3902450 -1.3902450 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10.7997165 7.1835302 9.6266910 10.3433218 11.5900222 8.4740689 8.9186653 10.4447486 3.6542751 3.3103256 9.8883321 9.3403529 6.9718263 4.8193361 11.1714093 10.3215497 11.2317056 9.5227720 7.8696259 10.4951977 6.8290516 4.8653844 10.7484744 -0.00089839 -0.00089839 0.01684500 -0.00725670 0.12358000 -0.02686500 0.00000000 -0.00318590 -0.03001000 0.01084200 0.01084200 -0.00360110 -0.00089839 -0.00089839 0.00124810 0.53538000 -0.51602000 -0.51602000 -0.54169000 0.01684500 0.01684500 -0.00725670 0.00921230 0.00000000 0.01098200 0.01098200 -0.01066100 -0.00968060 0.01167900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.872565 11.541544 12.097471 10.145644 9.145158 11.107236 3.069307 3.133448 8.687259 3.364769 13.185363 8.982617 7.922766 9.272916 7.932172 8.442773 11.509995 7.452233 10.670916 9.519026 8.536179 8.346048 9.878717 6.967435 6.734004 11.070083 14.013993 10.183056 10.439209 -1.390245 8.354717 6.417238 9.599987 10.864911 10.776360 9.787925 9.213509 6.670578 9.768492 6.936312 9.746233 9.426066 6.275219 6.156777 8.831470 8.019274 13.812083 10.418445 12.087388 7.165699 11.232621 11.312488 15.352508 11.014492 13.266419 10.517149 1.609897 11.257341 10.282750 10.782623 8.713170 8.089663 8.594301 9.954733 10.203274 11.137115 6.449086 6.665165 13.934256 11.014492 9.576388 7.452233 9.442773 NA 10.710873 NA 12.644424 11.068858 10.470970 10.8725648 10.3998238 5.2097965 5.9136626 9.0896629 9.1334446 6.8290516 12.5857118 2.6098731 13.6632995 11.9545947 8.6692270 8.9090104 10.0585152 4.4172382 0.1948435 9.3681059 8.7197133 8.7288236 9.6481158 11.5478082 11.5450477 11.6707474 2.0693241 9.3672725 7.4740685 8.7026399 11.1570182 9.8223790 3.8952832 9.8854252 4.3103256 7.2097955 9.3722648 5.7184082 10.7519897 10.4840956 NA 12.6111149 12.6008730 10.8159812 10.0866288 7.6624505 10.6169099 11.3668559 12.8784948 9.4402234 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 1 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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0.5791801 9.4770487 7.7390744 9.5168222 9.8079898 11.7342322 12.9328096 11.2525123 1.3161457 8.9629076 7.9367551 9.0054679 10.7482931 9.7110602 6.1939136 10.4241705 4.7755984 6.7289504 9.3318626 5.8768828 11.0481666 10.5773235 1.3161457 12.2569229 12.4446788 10.0810404 10.1260977 7.5792035 11.0677129 11.3085407 12.5211165 9.7439678 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 3 2 3 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.5972937 14.9145511 7.4553691 7.5142327 NA NA 10.3771604 8.9403641 6.0425349 7.6114675 3.0021264 9.3866105 9.7012990 10.2509111 6.5816088 1.3500446 10.2383527 8.4130541 10.4199736 9.0021211 4.1276498 10.4435562 -0.4573952 8.9949307 11.1553276 2.7126178 10.5822939 9.8925235 7.7906170 -0.4357682 10.0750258 11.1940035 8.9371522 8.1182289 3.4006745 2.1276663 9.1656562 8.7834809 10.5271079 2.1276663 5.6512125 9.1370139 7.5313744 10.8332842 12.3523570 3.5426914 12.6214140 12.9581011 9.1756845 11.0377949 10.2921398 15.8527696 NA 8.0102948 5.4615515 4.8825403 7.5483141 8.4675020 5.3755782 2.3866730 10.9877042 10.5310191 10.1706792 9.4061015 4.9520819 4.6301550 9.7269449 9.3834674 8.2465929 10.2017934 9.8470407 9.8510285 6.1573995 13.2715134 7.5483141 -1.4571972 7.3975574 10.3751839 8.3059017 9.0325373 11.3952189 1.3500446 2.4495878 7.4968857 9.0866877 11.1210409 8.0405412 10.6638991 8.2603659 NA 6.1049321 2.0021264 11.2383527 7.4375074 9.8493208 3.4006745 10.5426894 9.0072350 7.5171040 9.7101075 9.0905478 3.7126178 8.3354797 4.4734298 9.5754239 NA NA 8.8702420 9.3273243 10.9217970 8.4344731 9.6195049 9.7618579 9.2765520 1.8646121 9.8880947 10.0934362 9.5525740 3.2975730 10.1285909 4.9520819 NA 9.5705954 14.6954298 6.6459768 7.1500194 10.7678968 8.8803112 2.8646121 6.8736065 11.8416111 11.0689441 10.1092191 10.8833741 11.2024557 10.5206848 8.3548669 8.0405412 8.2431292 11.4443106 9.1136552 6.4675012 6.8094762 0.5427038 NA 10.2765521 11.0578964 8.3897466 8.4329536 9.5507187 4.0021174 5.4615515 9.1665708 5.4852046 12.3126305 9.6201727 8.6301521 6.1720454 11.3391347 12.8728360 11.7415948 8.9263936 5.5887206 9.9339330 9.8309788 11.2040221 9.3191225 11.1073152 10.3909211 8.7988981 7.6221741 3.0662442 8.9928695 6.3042409 8.2009011 10.8586880 10.3523892 7.8100382 4.7325134 10.5295980 8.0184228 10.5008796 9.9144660 10.1149159 9.4397785 11.6932300 10.3071464 8.1049321 -1.4571972 7.2361759 7.2009006 9.7787035 8.7678967 11.1423396 8.9090116 9.1276518 9.8567061 9.2620782 0.1276333 4.9520819 3.2431359 1.3500446 6.0265057 -0.4573952 10.7148043 5.6512125 5.1573995 10.8192122 7.8960126 0.5427038 11.5203271 9.9783597 11.3918990 11.0716318 8.9647541 8.2650702 6.9403218 10.1601568 9.4793274 10.3508491 9.8246194 11.2936057 NA 9.1619925 1.1276333 9.5945780 9.4306714 8.7882420 9.0010960 12.6716503 11.6351162 7.4006703 9.3289590 9.9504882 NA 3.6301492 9.1520343 NA 5.1573995 7.8396057 7.6301521 13.8176862 10.8911631 8.4053266 8.6154921 10.3644633 10.7748104 8.4037764 9.6945621 11.1525607 4.0662528 2.4495878 9.2908821 8.4314328 7.7399061 9.2483218 11.2580079 9.2239278 11.0232271 10.1798848 6.9605418 10.9980166 7.8510281 4.5650548 10.4804310 0.0069435 0.0069435 0.2839000 0.0000000 0.5624100 0.5502900 0.0056919 -0.0099565 -0.0280480 -0.0306030 -0.0306030 -0.0306030 0.0043021 -0.7370500 0.0069435 0.0028294 -0.6141200 -0.6141200 -0.6141200 -0.6141200 -0.3015700 0.0000000 -0.0022168 -0.6233700 -0.6096700 -0.6096700 -0.0099565 -0.6055500 -0.6121000 0.000 0.000 0.000 0.000 0.545 0.545 -0.606 -0.612 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.120 0.120 0.000 0.000 0.585 0.585 0.000 -0.155 0.000 0.000 -0.614 -0.292 0.000 0.000 0.555 0.555 0.000 0.000 0.550 0.550 -0.621 0.000 -0.610 -0.610 0.000 0.000 0.000 0.000 0.000 0.000 0.545 0.545 -0.606 -0.612 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.120 0.120 0.000 0.000 0.585 0.585 0.000 -0.155 0.000 0.000 -0.614 -0.292 0.000 0.000 0.555 0.555 0.000 0.000 0.550 0.550 -0.621 0.000 -0.610 -0.610 0.000 0.000 8.683519 12.340148 10.012331 9.903536 8.445065 11.893490 7.034543 3.186548 7.766691 5.809476 12.216771 8.785518 12.793136 10.712589 7.428508 7.981481 11.057650 5.157399 10.477854 10.823170 7.909012 9.072861 9.742993 7.528531 6.640722 11.762765 11.490144 9.841897 10.202685 NA 9.016395 7.645978 9.856139 10.021964 11.915554 7.985633 10.143067 7.135146 9.453332 7.164741 5.900241 9.053454 4.864617 5.018425 6.687348 9.836161 12.508744 10.012331 12.925786 8.244429 11.685116 10.461180 15.690123 11.691643 13.494156 11.117283 3.400675 11.129295 6.742362 11.827080 8.744813 8.630152 10.018929 10.246593 9.980961 10.862356 7.742362 5.864617 14.115918 10.885320 8.350044 6.179314 10.552168 1.127633 10.783481 NA 12.075289 11.329959 10.946500 10.9317829 10.1006317 5.1125458 7.8533021 9.1583191 8.4510821 6.5925378 11.8318221 3.3500446 13.5898559 13.3031495 8.5483141 9.0693158 9.9269336 1.5427038 0.1276333 8.6911660 6.7025606 9.7294228 9.8106465 10.5153102 10.7600413 9.4480764 0.1276333 9.8321319 9.0000702 8.8736062 12.0018648 9.1020665 1.3500446 9.6937060 8.0405412 10.0574034 8.3897466 2.2431207 10.8586880 10.4359910 NA 12.8824698 12.1538295 10.3150039 9.8567061 7.8578392 10.5884490 9.8418973 11.8175145 10.0570090 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 3 5 2 3 4 1 1 NA NA 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 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10.7461103 10.3779469 8.2689681 1.9153297 2.5527705 9.8295499 9.0261768 8.1800340 7.5495367 9.9209556 9.7932115 7.2767870 12.9945935 3.5002922 -0.2546336 5.1377248 10.2104622 7.5102776 8.8302144 10.5422568 -1.2546336 NA 10.3071712 9.1547968 10.0307619 8.5798771 10.8365107 8.3019118 NA 8.2170814 1.7454095 9.7355100 8.1779477 10.0588559 2.2048293 10.1139125 7.2923005 8.1007569 11.0824703 8.8887892 4.3303720 7.4493096 6.2292226 9.0086751 NA NA 9.3637916 9.5094482 9.5687732 8.7468142 10.3564307 9.7740028 10.5032127 4.3892639 9.8785482 9.4142910 8.9438510 3.4458459 10.1909381 3.5002922 -1.2546336 6.1204453 14.1684890 6.4107413 3.6522914 11.8640226 8.8565416 3.9153297 7.0673343 10.1024080 11.2549336 9.6462728 11.2927825 11.0003430 10.5027960 10.0151171 8.0238552 10.1264080 10.6432514 9.0195977 1.7454095 4.0673376 -0.2546336 NA 10.2372591 10.6033869 10.3047831 7.3490326 10.2289648 10.8285528 7.5687732 9.1193585 7.2650421 11.9136080 8.9992534 8.9438510 5.8114942 11.0177441 13.0707817 10.8672632 8.8803969 4.5431989 9.6575468 9.4605100 11.0919197 9.4187151 9.9456915 9.2561702 9.2797088 8.7183856 2.8328698 7.9352305 8.7510305 8.5052943 11.5061259 9.0320446 6.9032070 5.0121932 11.4931794 8.6996023 11.1331540 8.3582745 10.1095406 9.9633637 11.8539304 9.8938826 8.1862752 NA 10.1468189 7.5430674 9.1018580 8.4902400 10.8344757 9.0514675 7.7733120 10.5615896 5.2999956 5.3152619 9.1695723 2.2048293 6.8216873 4.3303720 5.1029562 10.4729010 6.7111906 8.0284946 10.9174834 7.1341983 2.3303576 11.0420354 10.7376362 11.1624673 11.5963741 8.2472430 8.2290808 6.2338076 10.9168956 12.2473675 10.4579329 9.8388235 11.2954312 -0.2546336 8.3729399 0.3303289 9.9657843 8.9190832 8.6642691 9.4818079 13.8429032 14.4031152 2.2048293 11.4091864 10.7531341 NA 4.5267637 8.1547968 1.3303863 NA 7.4596513 7.7025079 14.2401678 10.0469022 8.4107418 9.7733120 9.2689679 12.9186927 9.0250166 8.7130789 11.0707114 5.4596513 1.3303863 9.8262235 9.2027867 7.7454061 7.9669933 11.3040658 9.8473816 10.6691048 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4.389264 14.291878 8.908930 12.448336 11.980304 8.212502 8.431907 10.446279 7.021531 10.688653 11.331307 8.823557 8.464042 9.560645 7.621923 6.864347 10.834525 12.633769 10.8198819 10.4969500 1.0673634 8.9657843 7.2532008 10.0133630 10.2596269 11.7724480 10.3415958 9.8855966 8.0215303 10.7216121 7.5719543 7.6672471 9.5135902 5.4596513 7.6996023 9.1193585 8.1355749 13.2836555 10.6496642 12.6070745 6.4197394 11.5828368 11.3195264 15.0692524 12.0959308 13.7285332 11.3380966 2.7454095 11.0354248 10.0985527 10.3587350 9.2777619 8.9438510 9.0673341 10.6537985 10.5040456 11.2862605 5.2048372 6.4801148 14.2271836 10.8762982 9.6371896 7.4630821 9.4071840 -0.2546336 11.0066194 NA 12.7770210 11.4421540 11.3023909 11.3076484 10.1387964 6.7622146 5.2845660 8.8262234 9.4222446 6.4178306 13.1143059 2.4458326 12.7802909 12.7410848 8.9153309 8.4181140 9.7205374 2.7454095 NA 10.1462855 8.6612854 9.6522965 10.0934868 11.0670523 11.2073969 12.3619548 3.0673289 9.8088011 7.3266066 9.0514675 11.3023909 9.4553513 2.4458326 10.1489506 6.9103129 8.1945545 10.3047831 6.8695272 11.5061259 10.9077973 -0.2546336 12.7341794 12.3175140 9.7524332 10.5615896 7.5300411 11.1685219 10.5353471 11.0570606 10.6540388 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 3 3 4 2 3 4 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 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3.2766158 11.7943814 8.9273282 1.4692608 10.4739520 5.0135829 11.3493570 3.7422865 9.4484502 10.4078628 4.5567237 12.4039371 10.0548519 7.6980823 10.3121794 9.9570565 10.1919457 9.7156080 6.9232193 6.7608184 3.9717643 9.3661003 8.2152175 9.9066686 1.8842853 5.7669449 9.7383901 6.2680058 8.7592824 12.5487481 3.7422865 11.0260887 11.8363140 8.7562060 11.1493298 9.4009857 16.3016342 -1.1155974 8.8744048 7.8326679 3.9286925 7.6491721 7.3147536 7.8471971 2.5316185 11.2915686 10.1966166 10.4331227 7.7076683 4.2418554 0.8843244 9.2968708 10.0961891 7.7760842 9.3053137 9.6441891 10.1823634 6.8150387 13.7217317 0.8843244 NA 0.4692608 10.2803704 7.5389370 9.3851428 11.4287823 NA NA 8.2107303 8.9038915 10.9089627 7.1179204 11.2674651 8.0666952 -1.1155974 8.5830056 2.7911889 8.8091134 6.7791192 9.3126611 2.5847461 9.9510628 9.5090962 8.1903625 11.4657368 9.3620591 1.2062056 7.3105655 4.4692608 10.2352400 4.0135873 NA 8.7730442 10.1369663 9.8428536 8.2636791 7.8500849 9.3650910 9.5830055 3.5847461 9.7592822 7.4842139 8.5463103 3.7911889 10.0809029 0.4692608 NA 6.4990103 13.8002269 3.5847461 -0.1157538 2.9717551 9.0212920 4.6391858 4.4388916 10.5040623 11.7571681 10.7258652 10.9446590 11.5417310 11.1337106 8.5425123 9.1639115 7.1971843 11.0523461 8.9907198 8.2936919 7.6358451 -1.1155974 NA 9.5540717 9.3447568 9.5890691 7.8843006 9.3749512 8.3105655 3.2766158 7.2979287 5.2418516 12.7107500 8.6173161 9.1215107 7.8209390 12.7169931 12.3667307 12.2209469 9.1058881 1.2516888 9.9361895 10.1143213 11.9251042 9.5838733 10.6860092 9.9004126 8.9149681 -0.1157538 3.0542233 7.1971843 8.5725513 8.0238525 11.0429106 8.1413587 6.5928322 3.2766158 11.5836564 7.5602579 11.4987807 7.0986196 9.9389052 9.5380416 11.3238721 10.8113380 8.7422818 NA 9.3661003 7.5136573 9.7492607 8.8268154 10.6775221 9.2352400 9.4340854 9.3640810 6.9980431 2.2062369 10.5159327 2.3437205 0.4692608 3.3437347 0.4692608 11.3681166 4.1322313 5.8150374 11.1541201 6.6150087 0.4692608 10.9527433 10.1725901 11.5147955 10.2647620 8.6932650 8.8209387 6.1023075 11.3238721 10.5615801 10.5725511 10.0796730 11.0292777 0.4692608 8.5567264 -0.1157538 9.9503900 10.0308695 9.4767579 8.5353524 13.8885213 12.2157777 -0.1157538 10.1292592 10.2473405 NA 5.2721464 7.4541561 -0.1157538 NA 7.6722033 7.2723181 13.6640202 9.9685578 8.7297910 8.1673890 8.4579480 12.0219324 7.6358451 9.1143092 11.3683685 1.8842853 3.6916570 9.6341703 8.8941296 7.1416882 7.0790580 11.8029778 9.1604254 10.7500341 10.1794957 5.4842123 10.6228153 7.6428236 3.3735925 10.5580516 0.73776000 0.73776000 -0.00028067 -0.00845640 0.00117100 0.38154000 0.00068984 -0.00844200 0.00082852 0.00000000 0.00000000 -0.00374290 0.02707200 0.01167500 0.74099000 0.01070000 -0.01009800 -0.40529000 -0.40529000 -0.00098686 -0.00098686 -0.00845640 -0.02192400 0.00068984 -0.39018000 -0.39018000 -0.00401960 -0.02740100 -0.40750000 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 9.182363 11.989391 7.672203 10.043542 9.932788 12.351015 8.203973 3.206221 7.396053 5.293691 13.134747 10.129818 13.792928 7.279149 8.005834 9.035317 10.190363 4.950389 10.840314 11.624503 8.390112 9.085285 9.698002 8.280906 6.826815 11.031506 10.973420 11.7116435 10.7266512 -1.1155974 9.7745652 7.5425127 11.4350476 10.6441891 12.0825924 7.2285965 10.0598505 8.6556252 9.6795288 7.2107308 11.0663848 9.9490436 5.7911915 5.5847401 7.3189287 8.7219287 14.1769820 8.8076283 14.9875887 7.5970685 10.1937772 10.9905366 14.2464844 13.1733111 13.3120720 10.6508298 3.1322313 9.7538946 8.6803405 11.1832226 9.4494029 9.1215107 9.9597800 10.8895745 10.7768437 11.8414029 2.7911889 6.0937545 13.8006674 12.2967384 8.9463469 8.3274516 10.5938155 0.4692608 11.4139754 NA 14.0157961 11.8196464 11.0885663 10.8729855 9.9321064 6.0741265 5.4078626 9.3272443 8.8150380 6.5985468 12.2191286 2.7911889 12.7560136 14.3361237 7.9823331 7.9339591 10.6948724 8.3478251 -0.1157538 10.4888541 6.3355118 10.1988840 9.8165156 11.2536256 12.2285968 8.9967404 NA 11.6402316 8.5081822 8.9980431 12.1061900 8.9744132 2.5847461 10.5299593 6.1227058 7.5882042 9.5890691 2.8843049 11.0429106 11.2604263 1.2062056 12.9731719 13.3976584 10.7673259 9.3640810 8.1510876 11.5029158 10.3105656 9.9193542 12.6933706 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 3 5 2 3 4 3 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.595286e-06 4.508417e-07 -1.2095616 11.1069551 10.4224771 7.6638349 NA 9.6507017 10.2723163 0.3754009 1.0594245 4.1827082 7.9299419 10.2333342 5.8884218 6.2902364 11.0633120 12.4275816 7.9196738 10.5212854 11.5585750 3.0383133 9.7402174 7.9925147 10.3212847 10.6350965 8.1740948 8.6972814 8.1190656 8.2762198 8.8320498 14.2252143 7.9571311 5.8238130 -1.2095616 -1.2095616 10.0335646 9.4994744 3.1827082 7.1997813 3.5452765 8.7691013 9.5234059 10.7543704 9.8658698 5.5977457 11.8989151 10.3382491 7.5486139 10.9199957 8.7489435 11.9581224 NA 9.0216119 11.0775259 4.3449776 11.5037772 9.9777427 7.6576693 0.3754009 10.0417784 10.4168024 8.9324977 7.3865808 8.3021435 -1.2095616 10.1534303 9.1556195 10.0299892 -1.2095616 6.6483720 9.6844506 4.6232816 8.8524368 11.0717412 7.0477783 10.9928727 13.5008205 9.8672063 11.3640379 9.9060846 15.4669263 0.7903550 8.5369050 8.9067346 4.3753523 6.8672058 7.6137578 9.8470284 1.5280712 10.9559259 10.5016274 11.8085909 8.1078035 2.9603078 2.2498094 9.2651105 9.6264410 7.2862454 8.8375147 9.6836922 9.9190296 7.5452780 13.1749046 4.1123165 -1.2095616 4.8347870 10.2317787 7.9196738 8.6185272 10.7189090 0.3754009 NA 10.9096560 6.5183117 11.3430358 8.1610780 11.0501339 8.0406892 -1.2095616 8.4197474 -1.2095616 9.8141450 7.4486020 10.0636035 4.3449776 10.1981895 9.0383182 7.9222478 11.5431894 9.9324978 3.3753592 7.4414420 5.4486037 9.0406892 NA NA 8.7946111 9.6209058 10.2045473 8.8805031 9.3678194 9.4297314 9.8672063 4.3449776 9.8120646 8.6452589 9.9299420 3.5452765 10.3430598 4.2166566 NA 7.6882363 13.9567107 6.3139532 2.7903967 7.8778534 7.3411372 4.6972790 6.2250184 10.0377248 11.2640964 9.7292351 10.7285000 12.1174633 10.5981481 8.8524368 9.6699739 9.9015263 10.5742074 9.2694432 2.6972845 3.3139569 0.7903550 -1.2095616 9.7270285 9.1446401 10.0264049 7.2498227 9.4557443 7.9578090 4.5717496 9.6638349 6.9851475 12.4375118 8.7489435 9.8182966 4.3449776 11.6503136 12.8935965 11.0755039 8.5660670 4.2975509 9.7967168 9.8685415 10.9312205 9.3856482 9.6889921 10.1692274 8.9222475 9.9814498 6.7676707 7.2208436 9.0311821 8.1805596 11.2523817 10.2356125 6.3034082 3.2498245 11.3087979 8.4160995 11.8395586 8.4014154 9.9119242 9.8361503 11.9718535 10.1335764 7.9145119 NA 10.0034949 7.7474928 9.4261087 8.9106286 10.4672292 9.1654301 7.5080673 10.0554196 7.8155300 4.6483734 7.6942722 4.9401386 2.5977457 3.9196738 1.1122998 10.2297022 6.4270161 7.3411372 11.6060261 7.2504775 1.7903967 11.1832447 10.2590147 10.9096560 10.7514785 9.6429201 9.0928467 5.9164766 11.3452193 12.3908844 10.3046115 9.7691011 11.1813657 -1.2095616 8.0095594 0.3754009 10.1435376 10.1561663 9.2882425 9.1676013 14.8405582 13.7892455 1.7903967 10.0400968 10.7096265 -0.2095616 4.4342479 7.6227430 0.7903550 NA 7.5452780 7.7416753 14.0782834 10.0282459 9.0204111 9.2218882 8.9777427 12.1215876 9.0665152 9.1471507 10.8972807 -1.2095616 2.5977457 9.6413589 8.6897475 7.7002836 5.5585738 11.3954071 9.7547315 10.5916948 9.7590574 8.7431319 11.4129001 6.9802150 4.3139496 9.6987833 0.0264430 0.0264430 0.1476400 -0.0436700 0.0419110 0.0150050 0.2385300 -0.0118180 -0.0049155 -0.0234380 -0.0234380 -0.0234380 0.0264430 0.0264430 0.0264430 0.0396900 -0.3625900 -0.3499000 -0.3499000 0.1476400 0.1476400 -0.0436700 -0.0274660 -0.2220100 -0.1080300 -0.1080300 -0.0118180 -0.0562400 -0.3265200 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 11.189936 11.779430 10.903807 10.539841 10.373944 11.278231 5.375352 2.112333 7.779075 4.623282 14.279047 9.400770 11.867039 10.845802 8.166994 9.027601 11.429958 6.914512 10.798469 11.808243 8.176253 9.438542 9.504121 8.158897 6.756175 10.861518 14.348542 11.986532 10.513625 NA 8.937596 7.455727 10.317379 10.272190 11.862691 9.630382 9.735835 8.306090 10.286246 7.098730 8.821058 10.295210 6.604172 5.571750 9.567646 8.208243 14.688803 9.517460 13.044976 7.728118 9.299176 12.575332 16.337217 12.662296 13.494132 11.171122 4.112316 10.286745 9.225019 10.871541 8.871208 9.818297 8.898915 10.345938 11.161078 11.964535 4.721127 6.584806 14.289746 10.839218 9.898915 7.945209 8.891053 NA 11.527215 NA 13.093030 11.621447 10.735103 11.0633120 10.3212847 7.0757925 7.1740948 8.6057740 10.0341597 6.9299425 13.5198436 2.3753453 12.8370031 13.0073638 8.8738701 8.3545020 9.4521687 3.2498245 0.7903550 9.8625233 7.8537855 10.1402247 10.1302407 11.0323738 12.2435327 11.2034896 0.3754009 9.3893736 8.6576693 9.1457419 11.4018766 9.4960231 3.7903863 10.4220225 8.3276092 6.3903031 10.0264049 3.7903863 11.2523817 11.0518980 5.0192082 13.1271762 12.5727747 10.4064800 10.0554196 7.6169391 11.3671112 12.5095656 10.1781388 11.0352540 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 2 4 3 3 4 3 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 4 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 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 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 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 5 0 0 0 0 0 0 0 0 0 7 1 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 1 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.9539508 5.3759013 9.0441485 13.3919805 10.1529561 12.5530365 5.6998153 12.0311844 11.8529644 13.0248940 10.6429966 14.4347375 10.6652416 0.7670615 9.3247490 11.1049386 9.8651258 9.3884130 10.3520562 9.5731600 10.3327670 6.2589466 11.9022899 8.0054982 8.4799645 14.4034358 10.7084348 10.3606715 8.6787853 11.3874969 1.0301242 11.1906299 1.0301242 12.9185543 11.7892312 10.7371996 11.134072 10.497734 7.582157 6.393533 8.045079 8.072700 8.910732 11.889128 2.904600 14.219258 11.686106 8.074522 8.580516 9.395722 2.693097 4.399363 8.843909 5.445167 10.534285 10.543856 12.410319 8.677586 8.329336 0.445197 8.690718 9.313988 6.428159 11.370164 9.824544 5.074523 9.554343 3.303152 6.067217 9.142133 1.615087 10.854026 9.824002 -0.554909 12.440579 13.038382 9.578308 10.116264 8.842840 11.590461 10.056190 8.199569 10.108693 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 1 3 6 2 2 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8.5647291 9.9561983 5.2692726 7.0450585 7.8615038 6.1075226 2.2605075 12.2084667 10.8690359 10.7468068 8.9206875 5.4600971 1.9618455 9.7253891 8.2267566 7.6200563 9.6413249 10.2290996 10.1751921 7.1115916 13.0803966 -1.3599344 -0.3601196 7.0407960 10.4520940 7.8973046 9.1477114 10.6239790 5.1634786 2.7273759 10.1212117 8.0661812 9.6112663 7.6028124 10.8204475 8.3678371 NA 4.2837736 -0.3601196 12.2824197 8.3998047 9.6678228 3.0993457 8.9008363 8.4196362 7.4978973 11.4231196 9.7484411 2.7273759 7.1673941 2.8878372 9.3678371 NA NA 8.9908559 9.8192039 10.1191917 8.6028128 10.3720841 9.7247251 10.3644306 NA 9.9618448 11.0056923 10.2145103 3.5161917 9.8160899 6.4916655 -1.3599344 7.6760904 13.6158542 0.6398804 3.9618455 13.7648054 8.3729321 2.5468080 7.6085838 10.6402689 10.8759309 10.1257460 11.0471845 12.3628011 10.7727378 9.0116933 6.9391243 8.6385072 10.5890138 8.8259195 4.8297430 4.6171986 -1.3599344 -1.3599344 9.0084233 10.2788051 9.1186862 8.2765413 9.8255788 12.5359652 8.9640974 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10.4860706 10.4689277 4.6419275 8.6257333 4.7414616 8.1268918 9.4138864 9.6167495 4.7887692 NA 9.4602792 10.1899215 6.1013559 9.2365165 8.7974663 10.7252147 -1.1655315 8.3929910 11.1677257 3.0824982 9.7018491 10.4972387 7.0585719 1.8345899 10.2165134 10.6078044 9.2650228 8.8816943 7.8317500 NA 8.7399574 8.5894579 10.2333141 2.0045014 6.2268880 8.6706208 5.8569384 10.1394920 9.8436992 6.5692799 11.2316433 11.8581515 9.2744012 10.4423630 11.4096369 15.5970822 -0.1653697 8.1654874 9.1072001 4.5069954 8.1245892 8.1564982 8.6093575 3.6925499 10.8837383 10.9805025 9.6729864 7.4999065 3.0045014 3.2268938 10.2650230 8.8898528 8.5193190 8.2608353 10.3674133 9.9444011 6.4927825 13.0462306 2.0045014 1.4195389 3.0045014 11.1193945 6.6925513 8.8104184 10.7410852 NA -1.1655315 9.1677257 8.5861143 9.9410482 11.2526865 10.9110519 8.4802288 NA 7.6547491 2.6419159 9.1141809 8.2775138 10.8806712 NA 8.7033928 8.8666162 8.0342427 10.6792762 7.6354700 3.2940031 5.9430938 3.6419275 8.3042121 2.2939884 NA 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10.2955381 2.5350078 10.6591314 10.1176587 10.2134071 9.0144794 7.9689968 8.4999065 10.6187962 7.1564988 11.1491536 5.6419246 6.3183855 14.6427319 10.0777444 10.1987051 7.5488157 10.6318266 0.8345494 10.8935768 -0.1653697 11.8512046 10.6441657 10.8506822 10.4869672 10.7952964 3.6925499 6.1564977 9.8857793 8.6721983 5.0440225 12.1156224 3.6925499 12.9829675 11.7772681 9.3843551 6.5295196 10.0151012 3.2268938 0.8345494 11.4192981 8.6273606 9.1643667 9.7923979 13.1551594 9.4288951 13.3873595 1.1565261 9.8850993 8.2117808 8.8218342 11.3216567 9.1048658 1.8345899 9.7010767 8.4820286 7.7534334 9.6044083 7.6027545 11.6461458 10.3042122 -1.1655315 13.4318664 12.4845001 9.8686815 10.2338483 8.8979655 10.5414980 8.8443991 10.5464223 8.8745176 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 1 1 2 2 3 2 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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10.7977401 11.4379234 8.9853311 5.5950978 2.8726318 9.9696094 8.0604776 8.3467424 9.0019140 10.5329833 11.2138161 6.1052925 14.3544303 6.6953605 -0.4492963 5.2089152 10.7665391 7.6113989 8.9801096 11.0065437 2.3580586 NA 8.9049522 8.9842883 11.3317653 8.2972171 10.8148521 9.0879210 NA 5.3580586 -0.4492963 12.0937346 8.1891386 9.5229646 6.8635854 8.7029875 7.8384154 7.5786089 11.5110668 9.5085303 2.3580586 6.3254890 2.7206287 8.9082548 -0.4492963 NA 8.5034441 9.3499844 10.2589245 8.9235679 10.9387200 10.1672517 10.3804255 1.5507037 10.6767618 8.0742646 9.5716827 3.3055912 9.4673286 4.2231290 NA 6.8314732 14.1180350 NA 8.5121526 13.5954811 10.0132050 2.5507037 7.5422248 11.7096280 10.9467723 10.1096018 11.1945590 11.2719259 11.4220305 8.0465576 8.7017192 10.7411448 11.0008830 9.2754297 6.2372042 2.7206287 0.5507037 NA 8.4287538 10.5048991 8.8021851 7.8883244 9.7080498 12.6818363 4.1654135 10.7340280 6.2089152 10.9840274 10.8695280 8.2615092 5.3451196 11.4119835 12.3424761 10.7929837 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6.3644831 10.5218870 7.7405276 5.2121958 10.0570103 -0.44760000 -0.44760000 0.42805000 0.00152550 1.22230000 0.41238000 -0.00210460 -0.01111400 -0.01374300 -0.00235530 -0.01211000 -0.01211000 -0.44760000 -0.44760000 -0.44760000 0.00277450 -0.44986000 -0.44986000 -0.44986000 -0.44986000 0.42805000 0.00152550 -0.90813000 -0.97370000 -0.00415460 -0.00415460 -0.00235530 0.00083195 -0.01064600 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 -0.022 0.428 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 -0.022 0.428 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 9.820998 11.900260 11.832198 10.902746 7.985331 11.831908 5.135666 2.135666 8.463592 4.908256 12.172983 8.699815 11.586189 9.915281 7.894688 8.567511 11.038543 5.854484 10.808385 7.595097 8.773498 9.138855 10.311281 6.899431 7.762591 11.311007 13.262262 9.418754 9.880499 NA 8.124350 6.451569 9.566118 11.357454 11.509980 7.883858 9.326313 6.172756 9.963802 6.793876 7.843025 9.292170 5.120559 4.779522 8.297217 9.100487 12.551231 8.963273 13.881585 6.396694 10.621495 10.441347 16.090096 10.676762 14.556875 11.319507 1.135666 10.738673 8.746690 9.298057 8.851055 8.261509 9.590307 9.665746 9.783723 11.271161 4.135666 5.605986 14.709742 10.684808 10.466955 5.605986 11.510343 NA 11.272656 NA 12.296482 10.446884 10.954780 9.6100472 10.4394460 5.5507037 8.2494074 9.0172892 8.5909923 6.6434594 12.2811474 1.5507037 12.6539086 13.1289575 8.3418657 7.9343856 10.0654168 2.7986312 NA 9.2988956 7.2476703 10.0530373 8.5702937 11.3684859 11.0627024 9.7004499 0.8726318 10.1276595 8.0762234 8.9537148 9.1846061 9.6188093 0.1356662 10.5559764 8.9440933 6.1356662 8.8021851 4.4086847 10.9910529 10.8366829 NA 12.9012967 13.2824991 10.2837181 10.1520093 7.2649483 11.4057659 8.8151453 10.5956126 9.8670126 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 1 1 5 3 2 3 2 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 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 0 0 0 0 0 0 0 0 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10.9508658 9.8818802 8.2954186 -1.6144033 10.8361261 10.5698711 8.6835884 8.0737758 4.7430787 -1.6144033 9.5666780 8.3469755 11.0874819 NA 6.2435072 9.4966615 0.3854863 10.7630074 11.1303595 5.3855242 11.9355498 12.2069011 9.7513014 12.0812977 10.3527520 16.2294901 NA 8.2403940 9.7996825 4.8773811 6.8572010 7.6662964 4.9401151 2.2335200 11.5239575 11.3934290 9.6191454 9.9285576 2.9704856 3.8117895 9.8382818 7.8953008 8.0772692 8.5135200 9.6795721 10.6838748 6.9779828 13.3445768 1.8449480 -1.6144033 3.8117895 10.6092257 8.0685203 9.3599404 10.2411729 2.7074585 -0.6144033 8.9468136 7.5044671 11.6870319 6.7119546 10.9979335 8.2263038 NA 2.5554481 NA 11.8345454 8.3784639 9.3228996 2.4729816 9.9429895 9.5498041 8.2863923 11.2174267 9.1395782 2.6334545 7.8992536 3.7074585 9.1108920 NA -1.6144033 8.0980526 10.2837492 9.7578467 8.2818582 11.0863989 9.5441355 10.3280403 2.7778510 9.5585782 8.7583908 10.2136622 2.4447201 10.3577875 6.1668861 NA 8.6358240 13.3658438 3.4299239 8.8222372 12.8781926 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7.5949792 -0.0294408 9.8658110 9.0084928 8.8408528 9.8863675 15.1828579 14.0853692 1.1928885 10.8065386 9.6772720 -0.0294408 3.4729946 9.7864052 -0.0294408 -0.6144033 8.0275776 7.4462215 14.0008105 11.4285787 8.5250772 9.0057455 10.3069948 12.0001206 8.6119381 8.9983388 11.4370746 1.5554726 1.9704856 9.4502685 9.2255167 7.7670688 2.9704856 11.8243176 9.8813808 10.7711185 9.0354196 6.9012253 9.9401146 6.4353736 4.2141093 9.6604862 -0.00046358 -0.00046358 0.00763920 -0.00110870 0.02679500 0.02651400 0.00000000 -0.00650500 -0.00440850 -0.00653730 -0.00304750 -0.00304750 0.01293400 -0.00046358 -0.00046358 0.48234000 -0.26324000 -0.52194000 -0.52757000 -0.00061977 -0.00061977 -0.00110870 -0.00097017 -0.00167660 0.00000000 0.00000000 -0.00650500 0.00527490 0.00124810 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 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11.4230727 NA 12.5945221 11.7168332 11.1983047 10.9117804 10.2551196 6.4244451 7.6499682 8.9872964 9.1117439 5.1928806 12.6337809 1.5554726 14.0504174 12.6487949 8.7142005 10.2161915 10.4340126 4.2184170 NA 9.0275773 8.2104843 9.4861880 9.9031754 10.5012197 10.8403391 10.2811010 0.7074364 9.9877606 6.8893519 9.0392665 11.6542139 9.9154443 -0.6144033 10.1121696 8.7006752 7.9910053 9.5710207 5.1134463 10.9193421 11.3440784 NA 12.3047615 12.4134317 10.7621938 10.4868449 7.1734283 11.1758742 10.7245406 11.8009519 11.2981101 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 2 3 5 2 3 1 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.7337949 10.8136455 0.3443740 NA 11.0972810 7.9392895 10.7650470 7.4770572 10.3377530 8.2391608 NA 6.0073076 -1.2405885 11.0252884 8.4441291 10.8629960 4.5142675 9.7201064 8.3869144 7.1898325 11.0232364 8.7706077 4.0813055 8.0073076 2.4598250 9.2849011 NA -1.2405885 8.8963715 9.1887871 10.7157566 8.2671748 10.1097671 10.0360864 9.9845878 2.2188122 10.0953290 10.4238276 8.8254696 3.5667299 10.0325932 7.7872862 -1.2405885 7.8200762 14.0360501 1.3443172 7.2790162 11.4652287 8.0238231 5.5275646 6.6481231 10.6703978 10.8308428 9.4761998 11.3864582 11.4408626 10.7237213 10.4175919 8.3996253 9.6297451 11.3525380 9.1522237 3.6173573 2.9292987 1.0813396 -0.2405885 9.9211422 10.6087855 9.7544408 8.4050389 10.3135471 6.7018956 5.5922716 9.9657843 6.2431968 11.7318217 9.6220178 8.7706077 6.4804800 11.0522771 12.8296691 11.0967235 9.0386658 2.2627338 10.2223938 9.6189151 11.4401794 8.9318080 9.7962408 9.9274257 9.9572113 8.2572322 3.4598250 8.1687714 6.6358980 8.5176036 10.9386675 6.7597750 6.8279968 3.1516965 11.2384027 8.3004770 10.8254696 8.4821880 10.0919764 9.6343617 11.8274868 9.7229989 9.0155890 0.7594115 8.8160182 7.1940082 10.2147076 8.7092072 10.7007948 8.8160182 7.4388609 10.7302053 7.1473973 3.0813055 6.0813077 3.7135749 2.0813055 4.7817479 1.5667178 10.2681656 5.6901181 7.1602597 10.7535394 6.8424874 1.5667178 11.0252884 10.4180381 11.2077548 12.1103196 7.5008475 9.0699932 6.5112593 10.9569043 12.4503605 10.6700231 9.9959925 11.3060337 NA 8.1081083 0.3443740 10.1570550 8.6557128 8.9355534 9.6967542 13.0095307 13.3294733 5.5142675 11.1623924 10.2401706 1.5667178 4.5142675 6.6235670 1.3443172 -1.2405885 7.2552354 7.6841932 15.5079270 10.9173998 7.9417748 9.9736995 9.8092289 11.8616842 8.9392895 8.9465592 10.7879771 4.3740935 3.3443456 9.2691554 9.5699520 7.0813087 4.3443456 11.0084938 9.5084118 11.0182408 10.1333330 10.0302596 11.4684642 7.1125271 5.2247002 10.1025661 0.00044801 0.00044801 -0.00517620 0.00272080 0.47334000 -0.01262900 -0.00820960 -0.01125100 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10.3311330 -1.2405885 8.1623923 6.9192519 9.9797587 10.3896475 11.6769389 9.4932430 9.4606869 7.3518377 9.9103969 6.6297457 7.5763642 9.3555700 5.7706071 6.1430852 10.0126370 8.4684640 13.4030675 10.2873460 11.7341534 7.7812489 11.0545754 10.3823473 15.4908983 11.5033732 13.7014825 10.8682315 1.5667178 11.1070018 10.0214751 10.7636008 9.2054297 8.7706077 9.1856451 9.7452224 11.1194044 11.1895716 5.3139677 4.9492034 13.9914640 10.6036938 9.7782759 6.7309238 8.9179902 0.3443740 10.9839851 -0.2405885 12.5799582 11.2248192 10.6625091 10.974913 10.618139 5.748064 6.904038 9.206464 9.722276 6.598584 12.932922 3.617357 13.265130 12.665613 9.123515 8.662087 9.597008 4.218812 1.081340 10.067150 8.617361 9.325434 10.014999 11.349500 11.770782 10.768859 2.081306 10.475342 7.954137 9.104786 11.045938 10.090857 3.151696 10.318279 4.185645 7.054001 9.754441 4.282944 10.938667 10.768159 NA 12.725165 12.197522 10.283432 10.730205 7.614249 10.617361 10.465013 11.655232 9.957383 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 3 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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10.4361291 2.2680151 6.9785206 10.2816415 0.3935260 10.8128157 1.3935809 1.6159341 8.7627335 11.1014920 9.4415905 12.5256290 8.6942917 16.8075272 2.1305356 7.9404522 8.7094619 4.2348615 7.2348596 8.5551094 3.3321637 2.5815441 11.0244316 11.1650472 9.0241282 10.9545274 2.3935535 2.5090370 10.3004483 9.0493865 8.0612605 9.2285554 10.7448651 10.7912324 6.2515392 13.6881785 5.3631851 NA 5.9066285 11.0523643 7.8420184 8.9507023 11.2134707 NA NA 4.6159518 9.7887348 9.9181256 7.4196198 10.4228450 8.7772622 NA 7.0706899 1.3935809 11.9632552 8.3727449 9.6881784 3.2009123 10.8468284 7.2094748 7.2306603 11.9800848 8.5159545 1.3935809 8.0398167 5.1836334 6.7801395 0.3935260 -1.1913266 8.1792826 10.0223071 11.3181229 8.5817346 10.3124210 10.0265529 10.3793997 0.3935260 10.6739419 10.9956380 9.0025270 3.4524505 9.7937257 0.3935260 NA 8.9996545 15.1931261 -1.1913266 4.2348615 9.4685913 10.3617446 4.4810212 7.9430217 8.8706415 10.5932301 11.8356373 10.9259137 11.2015244 11.5435165 7.8281860 7.2264478 9.1890563 10.9427007 10.3888726 -0.1913266 4.8529876 NA NA 9.7801388 11.3156465 7.9735022 8.2285556 9.9015770 5.6665777 1.9785251 9.1009170 6.1749177 12.4993572 9.2158630 7.0277634 5.3321565 11.4173121 12.9613554 11.2577439 9.4850373 2.1548424 10.3846071 10.1248768 12.6148428 9.0624429 9.9138491 8.4774802 9.6175595 8.6650207 NA 6.8854109 5.7154871 6.6665762 10.9000307 3.3729799 8.7339569 2.5090370 10.3453282 7.4306474 10.2959329 8.0823907 10.6163526 9.9190786 11.7994084 9.9236389 9.1495581 1.6159341 7.8254034 5.0753829 10.8068331 9.6904740 11.2011354 9.8351188 8.2944245 9.7079521 7.0565228 -1.1913266 1.9785251 1.3935809 1.8085910 2.8085910 0.8085910 9.8071857 2.9785251 4.7627900 7.7003787 7.9360996 -0.1913266 11.8140444 11.1420302 11.2427022 12.0022746 7.6414853 8.5311467 7.2127580 10.4972827 8.3163897 10.8652330 9.7865906 11.5860561 4.8085961 10.5236993 -0.1913266 10.0198752 7.1836344 9.5279840 9.6319626 11.8101794 9.0928409 NA 5.5634815 10.9010221 -1.1913266 1.1305356 6.6973388 0.3935260 2.9785251 6.5833822 7.6030113 13.4632313 9.8365012 5.8085961 7.9327167 10.6607346 10.5780199 8.5055627 8.7688291 10.1271381 3.7627953 4.0180466 10.4614403 8.9391657 7.1573237 1.9785251 11.7184884 8.8212198 10.8485424 8.8281860 2.8960587 9.7951484 6.6159503 3.7748398 10.9943999 0.00000000 0.00000000 0.00499690 0.00083195 0.00235810 -0.00595220 0.00680440 -0.00761010 -0.07245100 -0.07245100 -0.07245100 -0.07401000 0.00000000 0.00000000 0.00000000 -0.00166290 -0.57851000 -0.57851000 0.00499690 0.00499690 0.00499690 0.00083195 -0.00138580 0.00680440 -0.57328000 -1.04130000 -0.00651560 -0.00055444 -0.57534000 0.000 0.000 0.000 0.000 0.517 0.517 0.000 -0.571 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 -0.564 -0.564 0.000 0.000 0.000 0.000 0.000 0.000 0.517 0.517 0.000 -0.571 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 -0.564 -0.564 0.000 0.000 6.130523 13.090453 5.522840 9.919731 6.672782 9.485434 2.615958 4.200912 8.775822 6.756962 13.243940 9.964071 7.615950 6.273508 7.332235 7.721485 10.184721 2.896059 10.375125 11.307694 7.612726 9.250471 10.500967 7.284329 4.830965 11.942059 12.072745 8.6789599 9.9131940 -0.1913266 7.5466877 6.2432235 9.6327584 11.3284772 11.4468049 5.0565228 10.1836348 6.2348596 9.6595634 8.6414853 8.6973384 9.7700449 6.9171202 1.6159341 4.6159518 8.3841344 12.3114271 10.0553359 12.8095635 5.7696395 10.1310868 11.3061976 13.8592092 11.8523061 13.6639504 10.6127262 2.9785251 11.5105515 6.0180488 10.0730379 8.7958591 7.0277634 8.5194016 10.7322941 10.4320195 11.2377404 -0.1913266 8.4269809 14.3544548 11.4627837 9.3341162 9.0094939 10.8260996 -0.1913266 10.5601393 -0.1913266 12.7940815 11.1492382 10.0446094 10.4885151 10.7293203 5.5899552 5.8854109 9.3134143 7.6414853 5.4379534 11.0788526 3.5634876 13.3876755 13.5544796 8.2639227 8.2963950 10.0701026 -0.1913266 -1.1913266 8.9430217 5.2348615 9.2515387 9.5534290 11.6351437 11.3341161 7.8254034 -0.1913266 11.5942521 8.0398167 9.0951530 11.6941010 9.3213358 4.6414824 9.6805005 2.6159577 9.9378783 7.9735022 1.3935809 10.9000307 10.7422859 -1.1913266 13.4825116 12.9211977 10.3588611 9.7079521 7.0422153 11.5523778 10.3511435 12.8012540 9.4380976 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 1 2 5 2 3 4 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 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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1.7557849 10.1880993 7.4927553 10.5375134 10.2871710 9.1385337 9.6479106 8.9609038 8.5998850 9.1941193 14.4252159 8.3432710 6.6357123 -1.4142683 NA 10.0827183 9.6452090 4.8337908 7.1708274 4.7557902 8.5106771 9.6600059 10.5221343 8.8689528 5.5166014 12.0093744 10.0706873 9.5009970 11.4791660 8.3688626 11.4989409 -1.4142683 8.7215736 11.1450025 4.3672243 11.9599530 10.3819041 7.9257146 2.0453032 10.5198723 10.4967807 8.4203354 7.9910059 9.2449684 NA 10.0646341 8.9301604 10.2480878 NA 6.8619889 9.4179632 5.6733275 9.5091919 9.9340393 5.2152204 11.1269901 13.1051321 9.8092628 11.0747088 10.6387721 15.6054552 NA 8.4897464 9.2306221 5.0936574 7.2758628 7.8479593 9.5349615 2.9363647 11.1281709 11.0631168 10.4215202 7.3899952 2.4927505 -0.4140760 9.4935062 8.9111699 8.0916760 7.8712664 10.0313967 10.1157830 7.5858647 13.4257079 2.7557849 -1.4142683 3.8337908 10.2156764 7.5660038 8.8561597 10.9434165 -1.4142683 NA 10.3598278 6.6411472 10.3940886 9.0867063 10.8311200 7.7532823 NA 5.6943899 NA 10.4623814 7.8337920 9.8538215 6.5631444 10.4972565 9.3996456 7.8122768 10.5844549 9.0173621 3.1708224 6.4685067 4.7557902 9.1651804 0.1708224 NA 8.7793897 9.4987539 10.1279290 8.5702830 9.5695706 9.6485852 10.5556108 2.5858759 9.8007907 6.9257146 9.3009684 3.6302540 10.2837008 5.4685084 -1.4142683 8.1385334 13.7248562 4.6519529 7.5017441 10.6026728 8.5195553 5.2723666 6.3340569 10.5024904 10.9226500 9.6472357 10.7775406 11.7290882 10.9165013 9.7607901 10.2962405 10.1848475 10.7422636 9.1281225 5.1404515 5.4685084 0.9078136 -1.4142683 9.5121605 9.0867063 10.0696803 7.9368034 9.8471778 7.0493890 5.4562279 8.9576410 7.7151473 12.4916275 9.1764514 8.9835392 5.3932205 11.3103783 12.8452399 11.0386205 8.8250574 3.1386179 10.1495374 9.8110718 11.2782620 9.2115732 9.5429665 9.8491337 9.2458605 6.7657734 2.2862898 6.9478087 8.3948288 8.4360515 11.1867066 7.4309467 7.0989206 3.8712621 11.5442359 8.7793897 11.1982723 8.4562291 10.0406778 10.3052533 11.7784655 9.8432523 7.7432113 -1.4142683 9.5480376 7.7607905 10.3035409 8.2741149 10.7581294 9.0089804 7.7457355 10.3903989 7.6600059 2.8338009 7.1708274 3.3932240 4.1094274 3.7953202 2.2862898 10.4527570 6.0121284 7.6653494 11.6024395 7.1176358 2.0453032 11.0699321 10.4711795 11.1461973 11.2988213 8.0797200 9.0046236 5.8973857 11.1255079 12.3633253 10.5816316 9.9957857 10.8692423 NA 8.0615980 NA 10.2106599 9.0595702 9.2143099 9.2697364 14.5674986 13.5903044 7.3507359 11.0939068 10.4650647 -1.4142683 4.1663137 7.8266559 0.1708224 NA 7.1442850 7.5166014 14.7540077 10.2507784 8.4171715 10.0807200 9.0100307 12.1116299 9.1509665 8.9282836 10.5404243 4.1404515 2.6733303 9.4132071 9.2170416 7.6573270 8.2333230 11.2149934 10.0802201 11.0524508 9.8236720 9.2723650 11.8852156 6.3613104 5.2543257 9.5254437 8.8931e-04 8.8931e-04 1.2015e-02 1.0280e-03 3.5698e-01 -4.3740e-03 3.5698e-01 -2.8518e-03 -1.6785e-02 -1.6785e-02 -1.6785e-02 -1.6785e-02 8.8931e-04 8.8931e-04 8.8931e-04 5.5216e-04 -3.7680e-01 -3.7680e-01 -3.7680e-01 -3.6981e-01 8.7503e-03 1.0280e-03 -3.7565e-01 -3.8432e-01 4.2207e-03 4.2207e-03 -2.8518e-03 -8.1289e-05 -8.1289e-05 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.362 0.000 0.000 0.000 0.000 0.357 -0.374 -0.374 0.000 0.000 -0.382 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.362 0.000 0.000 0.000 0.000 0.357 -0.374 -0.374 0.000 0.000 -0.382 0.357 0.000 0.000 0.000 0.000 10.693408 11.405046 9.654643 10.649597 10.314210 10.878186 5.077717 4.258293 7.468508 6.061597 14.014257 9.129940 12.011474 9.206909 8.237383 8.399646 10.917901 6.898748 10.834089 10.260498 8.608232 8.683291 9.851737 7.613770 7.189491 11.014225 12.985009 11.445011 10.553451 5.313786 8.590085 7.402848 10.231073 10.486731 11.444817 9.651281 9.855576 7.602506 10.597441 7.105501 10.024656 9.597092 6.437614 6.215220 9.530576 8.354049 13.933209 10.052451 11.755007 6.703508 11.429982 11.971457 15.926897 11.984608 13.573617 10.948904 1.585876 11.013701 10.067664 11.566718 9.170827 8.983539 9.143328 9.999492 11.737198 11.683895 5.170826 5.745735 14.253445 10.672332 9.608232 7.109661 9.081719 NA 11.202184 -1.414268 12.806470 11.568997 10.880198 11.0445274 10.5375134 6.6838971 5.2582890 8.8850725 9.8896453 3.7953202 13.2815664 1.1708224 11.9129960 12.6074518 8.9122939 7.7555392 9.6819208 3.0453032 0.5858279 10.3622975 7.9543708 9.4554583 9.7632841 10.9883436 12.3892893 11.4383940 2.4927505 9.4715608 7.7432113 9.2124862 10.6295754 10.1177332 3.7557849 10.4734659 7.7330696 7.5283791 10.0696803 4.4685051 11.1867066 10.7485705 NA 12.8654751 12.3447123 10.1959665 10.3903989 7.7855368 10.7772322 11.6306001 11.0007400 10.4199800 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 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10.8021585 9.8445784 15.2547981 -0.1832774 7.5309182 9.9160201 4.7474089 7.4202988 8.4295406 8.6272439 2.5248661 10.8978228 11.7851591 9.8272004 9.7744998 1.6240073 1.9865930 9.6931893 9.4350578 8.3145243 8.4890977 9.9317160 10.6025334 7.0881352 14.0536581 5.8827604 -1.1834413 3.7708713 11.6769834 7.6143337 9.0138890 11.1101440 -1.1834413 NA 6.9765435 8.0502922 9.9281928 10.5761444 12.1478692 9.8138517 NA 8.7664991 NA 9.2239402 8.5765603 9.7773983 2.6240307 9.4295409 9.5309178 7.6962554 10.6037586 7.8854505 2.5171245 7.5274786 7.7650394 8.2658208 2.9041372 NA 8.4855572 10.5556089 10.3903195 9.5589818 10.5501114 9.3135261 10.1851787 4.3085283 11.2941776 6.9613305 9.6550885 3.6240307 10.0267348 -0.1832774 -0.1832774 6.7591865 14.9330366 5.5445936 6.3789139 7.0974433 9.6471875 4.5980317 7.1698188 8.4890977 10.7773983 8.6730977 10.8053570 11.5591649 12.0267348 9.0466927 8.2154160 12.0465426 10.9894123 11.0081141 4.3085283 10.4855572 NA NA 9.9562237 7.5343488 9.3827263 9.2523426 11.1367084 6.0834581 5.6870383 10.2878394 8.6916535 11.8196631 9.3519476 8.5188451 9.0077315 10.2297713 12.5914594 11.9467602 9.4744194 4.3377254 10.1187400 9.6777593 11.9445055 9.5066702 8.4072593 9.9310653 10.0916328 9.4996669 2.5171245 8.0787673 8.8637963 7.6336557 11.0925058 7.0488530 7.5809467 3.6240307 10.7885750 8.0857991 10.8624319 8.7737742 10.2424127 10.1747740 11.9287859 10.6507482 8.2303001 0.8166407 10.1581911 7.0740601 10.4609792 9.3874767 10.6271756 9.4202986 9.1020744 10.1802595 8.1112932 -0.1832774 6.7650401 1.4016305 2.6240307 3.6746527 1.9865930 9.7023687 7.6208034 7.1565220 11.1738751 8.1598360 NA 12.0626706 10.6804714 11.3898461 10.9401471 7.9485290 7.8468982 6.0715117 10.0893020 10.0775918 11.0825803 9.3323721 10.4114634 2.2761095 10.3200011 -1.1834413 10.1198823 7.5782232 10.0787671 9.9517402 13.5353657 12.9646721 2.6240307 10.2281833 10.7031310 NA 7.6590226 6.4961523 NA 2.7235586 5.8719545 8.7099740 13.3387020 9.2175945 7.6495623 9.2100627 8.9840906 12.1831311 8.8569620 9.4201318 10.6613781 4.6495637 3.3402347 9.6527226 8.7474096 7.9485290 6.8555911 11.1876321 8.9740193 10.5968019 9.7069366 6.3244668 10.4780050 7.2554639 3.6746527 11.0592510 0.337550 0.337550 0.189650 -0.974800 0.352180 0.347460 0.380390 0.120490 0.114480 0.114480 0.114480 0.114480 -0.082801 -0.495380 0.332860 -0.090599 -0.071472 -0.071472 -0.066386 -0.054960 -0.054960 -0.055095 -0.075878 -0.073610 -0.054825 -0.504940 0.120490 -0.062361 -0.070402 0.120 0.120 0.000 0.000 0.334 0.334 0.000 0.000 0.000 0.000 0.000 0.324 0.324 0.000 0.000 0.193 0.193 0.338 0.338 0.144 0.144 0.000 0.000 0.246 0.246 0.000 0.190 0.000 0.000 0.371 0.371 0.000 0.000 0.291 0.291 0.378 0.378 0.000 0.000 0.114 0.114 0.120 0.120 0.000 0.000 0.334 0.334 0.000 0.000 0.000 0.000 0.000 0.324 0.324 0.000 0.000 0.193 0.193 0.338 0.338 0.144 0.144 0.000 0.000 0.246 0.246 0.000 0.190 0.000 0.000 0.371 0.371 0.000 0.000 0.291 0.291 0.378 0.378 0.000 0.000 0.114 0.114 8.934315 12.738048 6.643221 11.330153 9.443294 8.458724 4.839042 7.714518 7.125011 6.861066 14.215249 9.342917 8.916020 7.155810 7.591492 8.180807 10.381298 6.217553 10.235579 10.732178 8.223940 9.098846 10.081619 7.115880 6.981579 10.205766 12.417282 10.8229984 10.4735440 0.4016305 9.5840291 7.0693381 9.8658401 11.4963723 11.8807414 7.8222968 10.2418882 8.4350576 10.4011651 8.5865103 8.1808068 9.4341397 7.5648651 7.5136400 7.2761039 8.3065202 13.6072753 9.8867932 12.9123990 4.4680098 12.6252343 10.4930702 15.0564759 11.4614299 15.0082713 10.5811293 3.3402347 10.0834589 9.6376490 11.3316328 8.8025141 8.5188451 8.7533104 10.8208928 11.0331150 12.5052504 7.6808581 8.0478933 13.9204174 11.0325086 10.1609682 8.9343154 9.5283392 1.1386179 10.4614299 NA 13.5019139 11.8576726 10.3175141 10.7276897 10.3827264 6.5715600 7.2429368 8.8867934 8.9953372 4.4313823 12.3938591 1.1386179 13.6301028 12.0747966 8.9067848 7.5216483 10.7175391 4.5980317 -0.1832774 10.0805283 7.1475896 10.6224162 9.3693415 11.7446354 12.4030430 10.1906250 NA 9.7989529 8.2260634 9.1498276 10.0805283 9.2111349 5.7474089 9.9433768 7.2387372 5.5848573 9.3827263 5.7474089 11.0925058 10.4780050 2.9865930 12.7307771 13.0293207 10.5062336 10.1802595 7.8334809 11.1963214 10.3969308 10.3036933 9.9076646 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 1 1 6 2 2 3 2 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 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 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10.7129615 8.3153081 2.7353705 10.8797385 9.2146946 3.7748925 10.2536888 4.3203258 11.0737285 -1.4344028 8.1123332 11.2816149 2.9577475 11.2323282 10.0248701 8.1161854 0.5654022 10.7135877 10.2044400 9.0702576 7.7403643 6.8462087 0.1504297 9.7259402 8.5470059 10.2497488 0.1504297 5.6315263 8.7202566 0.8873693 10.4050360 9.6614947 6.9790662 10.9235237 15.1595735 9.7265704 10.9243643 10.6125624 15.6079422 NA 8.7552632 10.2925080 5.0572900 7.2200745 7.7049895 7.8181041 2.0248870 11.2615366 10.4257495 10.8313465 10.0677730 3.9917078 5.0411729 9.4663053 8.4109287 7.6422539 9.1324439 9.7005065 10.0294736 7.7651110 12.9172059 0.1504297 0.1504297 4.7353651 10.3022632 7.8714999 8.8703601 10.1314925 1.7353489 NA 10.7924527 7.0042306 10.1787583 8.1371910 11.1300644 7.7966594 NA 2.6528995 NA 11.9964137 7.9383034 9.6469219 2.4723318 10.0442082 7.7303451 7.9705799 11.8366097 10.1819873 3.6947242 6.8783219 3.0248693 9.5484320 -1.4344028 NA 8.7202566 9.7478328 10.0692642 8.8726392 10.6872957 9.4288505 9.8646464 2.4723318 9.6077819 6.4480816 9.4976533 3.6947242 10.2663116 5.0572900 NA 7.8737775 13.6492917 4.1200284 8.7328566 12.2761373 7.5050176 3.8508394 6.5254409 10.6070976 11.2615366 9.9064012 11.1435752 11.8533009 10.4327173 9.6798316 8.2038746 9.6335449 10.6152871 8.9270206 4.7151850 1.7353489 NA NA 9.2788251 9.7954588 10.0786725 7.8014529 9.6220694 12.3418715 5.9663174 9.2484331 8.5878064 11.7758054 10.0212794 9.5261645 6.4171875 11.4292376 11.7016286 10.4496090 8.3967456 2.7725402 10.0125217 10.2092947 11.0264063 9.1792279 10.7356765 9.4798237 8.8737775 10.2942094 2.8873693 8.4358032 7.5512807 8.6647865 11.1562594 11.4685107 8.5503697 4.1503972 11.5432550 9.3418715 11.7128024 8.3760103 9.8074216 10.3999096 12.0526505 9.6555509 6.8038431 NA 9.1893200 8.0532786 9.0279408 8.5167232 10.3776158 8.9130599 7.5455777 10.5773645 7.8181041 2.2658869 8.8403990 3.5196300 2.5654266 4.5427162 0.5654022 10.9317607 6.9185854 6.8038431 10.4509938 5.7915614 0.1504297 10.6180065 10.2946343 11.2020631 11.0890005 8.5640290 9.5275609 6.3510541 11.3174009 12.3825221 10.6200428 9.9333991 11.9601691 NA 7.6070980 -0.4345978 10.2680441 9.3236617 8.7626551 9.2959087 14.3796955 14.5714577 1.3727850 11.7697039 9.9932751 -1.4344028 4.1662414 8.5957744 -1.4344028 -1.4344028 8.0000665 7.6315278 14.0930071 10.8525881 8.9251880 9.6016120 9.6395800 12.2159293 8.8322251 8.9670115 11.0877748 0.8873693 0.8873693 8.9673845 9.4054295 8.3102724 3.8873693 11.3800209 9.6091494 10.9133367 9.8027740 8.5181799 11.0381293 7.9513010 5.5957752 9.1984337 0.00263570 0.00164380 0.00000000 -0.00185180 0.48992000 -0.00207840 -0.00166290 -0.00567310 -0.00401620 -0.00401620 -0.00401620 -0.00401620 0.00221930 0.00221930 0.00164380 -0.00110870 -0.50474000 -0.50474000 -0.50474000 0.00638710 -0.00304750 -0.00185180 -0.00055444 -0.00166290 0.00669270 0.00669270 -0.00567310 -0.00816240 -0.49892000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.947792 11.310482 8.646256 9.992751 10.591270 11.630518 4.832227 2.735371 6.765110 4.120028 13.123500 8.259988 6.435804 7.463586 8.666114 9.523266 11.634385 7.615287 11.061543 8.966318 8.241395 8.478238 9.197725 8.882851 7.585029 10.192060 13.659310 11.038129 10.627822 NA 8.892991 7.914167 10.327405 10.005269 11.721838 9.654889 9.828121 8.283115 9.652901 6.490251 7.289952 8.747833 5.320326 5.293359 8.915273 9.326990 13.802275 10.240513 12.158946 6.043358 7.429624 10.955339 15.878685 11.906957 13.663800 11.322620 1.372785 10.487279 11.131017 10.440804 9.203874 9.526164 9.153216 9.971644 10.470449 11.565615 3.565439 4.813366 13.736673 11.070754 9.531944 7.516724 9.715186 -1.434403 11.605043 NA 12.578238 11.690351 11.381822 11.0749661 10.2352094 6.2865374 6.6043575 8.7712316 9.3186553 5.7748925 13.4007256 3.4723318 14.4085989 12.3939717 8.9843453 9.9037180 9.9604370 3.8133708 0.1504297 9.6502469 8.6342168 9.4998666 10.1338697 10.7065877 11.5518139 11.0261503 2.0248870 9.6687263 9.1084704 8.8884933 11.7990582 10.4113205 2.0248870 10.0052693 8.5341052 8.2466770 10.0786725 5.7253104 11.1562594 11.2549998 NA 12.8183256 12.2639261 10.3675509 10.5773645 7.4203072 10.5773645 10.3840207 11.2544559 11.0742212 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 1 6 2 2 3 2 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 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10.41123344 8.82234043 NA 9.82716277 8.45734845 1.01499793 1.50385753 5.36076107 9.04104772 9.89558937 6.30653932 7.93979781 11.00697960 11.71282179 9.40156647 12.05687266 11.76415649 5.10244818 9.79470470 8.60245057 10.30692352 10.78123823 8.69797984 8.83196905 7.24700655 8.66364242 9.71715802 12.75349993 8.15088254 5.86465169 -1.57003596 NA 10.09935097 9.18156699 4.98461213 6.95358536 4.04473508 8.90575643 9.40587092 10.50950771 7.92387831 1.88947354 11.31094564 9.43002282 4.40730516 11.08577723 6.19820731 10.48462727 -1.57003596 8.33691354 11.60073040 2.82234266 11.46774146 10.07387913 8.28955785 -1.57003596 10.52430849 10.65183653 8.73949913 8.07387913 5.28800412 0.01492654 9.45169701 8.66842764 10.57117213 2.67795919 6.22443972 8.54376497 1.23738016 10.25219542 9.42720241 4.83941545 12.73032469 14.98805491 9.46619660 10.90828693 10.22118579 15.55212290 NA 8.55930596 9.28955762 5.38421908 7.55155678 7.84998300 6.87296662 2.50041966 11.47544132 10.29807380 10.60868775 8.90778118 4.53854437 4.45239117 9.49476560 8.30500424 7.51483159 9.39291885 9.76205941 9.86412980 7.46894167 12.11126131 2.75195639 0.43007113 7.94177537 10.02574656 7.61737489 8.26291277 10.64464558 0.43007113 NA 9.81264695 8.14082926 11.08413305 7.59994779 10.90575636 7.74290559 NA 4.28800412 -0.57003596 12.00070878 7.56444905 9.57976999 2.95358187 10.56573216 9.38639905 7.49611237 11.76107979 10.47816916 3.47442306 7.37839024 4.33691175 9.66663518 NA NA 8.61241738 9.01780029 10.85785950 8.76205941 10.46000028 9.46688341 10.07793098 2.23738016 9.98028870 7.34291203 8.90177952 3.13046966 10.35446428 4.07388020 NA 8.35037569 14.33620889 5.49611077 9.78757498 11.42526008 8.12525124 4.23738016 6.61984728 10.94226956 11.35446428 9.90271381 11.49846530 11.89150748 10.49173156 9.39724914 8.66962139 8.87503789 11.11301751 8.64040185 5.41870607 1.59993664 -0.57003596 -1.57003596 9.98028870 10.18072995 9.70905296 7.88534984 9.38946700 9.82072928 6.15112210 8.88123390 5.58989529 11.48598313 9.91383875 9.68446110 5.92187663 11.52492531 11.69622383 10.69475869 8.88137830 3.51153129 10.19986077 10.34739504 11.03272179 9.38712491 11.22991160 9.86725480 9.12002087 10.09091018 2.59993664 5.02993429 6.99987827 9.33916590 11.10443587 11.90823386 7.90770008 3.23738016 11.47833948 9.06664759 11.88599220 9.16557885 10.28216223 10.11126128 12.15900628 9.47305020 7.16473299 NA 8.22281325 8.01310545 9.35037569 8.53985362 10.57124240 8.94572269 8.46894207 10.64919141 8.52410051 1.75193497 9.35483538 5.11652279 2.33691175 4.21138606 3.01498009 10.15709248 6.31266517 6.39580658 10.11475834 7.40850468 1.23738016 10.60526060 10.14555595 11.39976914 11.10244824 8.19157400 9.39576396 6.73106238 10.87633084 12.12775069 10.42331512 9.90220596 13.12508804 NA 8.03364930 1.75193497 10.08778794 9.80397561 8.52013541 9.02528050 14.44201447 14.28581605 4.59994854 10.89354727 10.18741295 -0.57003596 3.55930825 9.63984172 0.43007113 2.33691175 8.47987159 8.08823437 14.66717684 11.09313619 9.07748122 9.57021358 9.27394406 11.58658007 8.39002489 9.29903832 11.33785245 2.59993664 1.01499793 8.88535015 9.59994798 7.86465108 5.84787417 11.49476565 9.97739943 11.27923251 10.35727498 7.76764487 11.36978577 7.86673431 5.27613930 9.43845151 -0.076812 -0.076812 -0.068663 -0.389060 0.656820 0.291830 -0.079077 -0.085457 0.000000 0.000000 0.000000 0.000000 -0.076812 -0.076812 -0.076812 0.220370 -0.525320 -0.502870 -0.502870 -0.502870 -0.065850 -0.389060 0.243890 -0.079077 -0.393300 -0.393300 -0.085457 -0.389620 -0.399640 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 0.245 0.245 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 0.245 0.245 0.244 0.244 0.292 0.292 0.000 0.000 -0.393 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9.066648 12.024697 10.276297 3.184915 10.002249 10.203162 8.708472 9.709053 4.696812 11.104436 11.094692 1.531020 13.139322 12.166742 9.984132 10.649191 7.130462 10.509174 11.228900 11.406646 10.742591 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 1 1 1 2 2 3 2 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 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 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 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8.73850541 9.65943368 10.53274786 7.00554147 3.36766461 10.92727545 9.82653371 7.99752670 11.05126727 6.13904376 10.53101362 NA 8.26123085 11.39366626 2.09464145 10.38466796 9.97218889 8.27289894 -1.47593632 10.59581291 10.45915227 8.30734792 8.00153993 8.45220129 0.83163407 9.75107402 8.84842295 10.61297444 -0.49025349 6.80430788 8.80889469 1.31701457 10.61461286 11.38620357 4.86723920 11.05647738 13.32045904 9.65051632 10.74360585 10.11192150 16.00813071 -1.49045616 8.51531113 10.15669518 5.38005060 7.65434460 8.07574066 7.33305425 2.05318086 11.41714064 11.08143923 10.14676429 9.41657715 2.09464145 4.29104358 9.73910635 7.93804697 8.52649494 9.10680815 10.08333372 10.34928410 7.44042404 13.39094398 1.50969584 0.50964518 4.83161380 10.39500162 7.42257614 9.26457420 10.66070316 -0.49025349 0.09464145 10.34534226 7.98542016 10.58903471 7.62082244 10.60903437 8.21704552 NA 2.31704353 0.50964518 11.39938069 8.16968253 9.92542834 3.93594999 9.34257652 9.24270182 7.39232945 10.93857015 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9.13082279 7.14268198 9.40526190 8.70321181 10.52887416 8.73730245 7.24439619 10.31945468 6.72885518 3.55408536 8.72885518 3.21012387 2.96912285 4.23760960 1.83163407 10.48051153 6.65434531 7.12807168 10.15507031 6.73518367 -0.49025349 10.92569240 10.71547987 11.54654705 11.60145255 7.62603022 9.03814066 6.00578172 10.56666296 12.18520264 10.64571643 10.09886955 11.63138198 -0.49025349 8.06810755 1.09464145 9.91589163 8.84395998 8.73489418 9.50474710 13.24783165 15.09642379 1.67960395 11.66022726 10.27787087 -0.49025349 4.46388398 8.43195886 1.67960395 NA 7.69703844 7.81118264 14.76906208 10.22183951 8.23590461 9.78639265 9.95055575 11.90119873 8.56632428 8.92417087 10.83611610 1.67960395 3.03324678 9.07954212 9.82540230 7.30734837 4.00154106 11.23654338 10.21099308 11.03569669 10.08805929 8.65816327 11.27869790 7.95263002 5.04713700 9.72521968 0.1581600 0.4857800 -0.2073400 -0.0047079 0.4785600 -0.0111870 -0.0121620 -0.0076101 0.0231450 -0.0106880 -0.0106880 -0.0080244 0.0252500 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11.2243614 9.8456351 9.2894059 8.1151659 9.6344541 7.0604333 7.1535429 9.0498145 5.6077179 7.7288552 9.1741340 9.2256485 13.3999034 10.8589678 11.9335904 6.3380143 11.6057428 11.6791419 15.6340301 11.6805506 14.2949858 11.0649947 0.8316341 11.3665012 10.6501969 10.6172306 9.0517511 8.9894669 9.3815918 10.2036091 10.5997991 11.4378348 4.9020060 5.0488465 14.3166188 11.1754667 9.0303052 6.3488910 9.6777318 -1.4904562 11.4246323 NA 12.8482837 11.8936500 10.9346402 10.9714218 10.1723550 6.4165780 3.9691136 8.7179211 9.3692213 5.6594337 12.9470785 2.5096958 13.8611090 12.1129652 8.8473086 10.3197762 10.1225551 4.9691182 -1.4904562 9.2670767 8.7670744 9.3938572 9.9706544 11.0236609 11.4794328 11.3166389 2.5971497 9.3065375 6.7950890 8.9985309 11.4917889 10.2005576 0.5096452 9.7367008 8.7799819 8.8792840 9.7468965 6.0095331 11.2382449 10.9369995 NA 13.0405196 12.1840996 10.3290674 10.3194547 8.2393073 10.7755946 11.6717632 12.4210973 10.5220108 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 not hispanic or latino 68.55.0 NA NA 3 3 6 1 3 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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-1.2958363 5.5497677 9.8316265 0.2892443 9.7376999 10.0814876 5.8841852 11.5951055 14.1258816 9.3942749 10.8280751 10.7910767 16.8498211 -1.2958363 8.7418239 11.7646351 3.9522031 7.5899732 8.8193208 7.0618291 1.8853791 10.8594114 11.0349138 10.3678350 8.9149483 1.5116198 4.6350172 9.5769519 8.5019387 8.2337074 10.2665194 9.0944459 10.3313548 6.6700613 13.7592628 3.7917412 -0.2956592 2.7917307 10.4465864 7.4185222 8.5371671 11.8705970 NA NA 9.7897495 9.1336837 12.0778205 8.6051439 10.2717577 8.6201564 NA 8.5035586 2.2892443 11.4835860 7.3336339 9.8219200 1.2892443 9.1749359 9.0385503 7.7514008 10.7632833 9.3740479 2.7917307 7.5276443 5.9616650 9.6555617 NA NA 8.5823279 8.7028674 10.8309815 8.6613791 10.1961301 9.6722236 9.8641484 NA 10.4679043 8.4202390 9.5830942 3.7042744 9.8495723 2.2892443 -0.2956592 6.8075649 14.9614254 1.5116198 4.7266460 12.3298717 7.5746420 2.8742068 7.4287906 11.5759898 11.1660122 9.6238851 10.3055834 11.6438801 10.2439205 7.6786917 6.9663716 8.6642787 11.5593401 9.0864361 2.5116198 1.2892443 -0.2956592 -1.2958363 9.6261179 7.7014562 9.3217444 7.8023089 9.6330766 10.1835520 4.1961270 9.6021224 4.7042744 12.3457643 10.2001319 9.2693790 5.3041898 11.2297978 13.4921285 11.9312912 8.8309813 3.6350114 9.2684264 10.4658282 11.3199066 9.3106821 10.8801384 9.7721616 9.4003750 8.9270718 2.8742068 8.7182976 7.2120712 8.6126695 11.1461837 12.6029020 9.1383839 2.6111724 11.4612502 8.2434358 10.6313141 8.8206210 9.8251628 10.2395523 12.3235799 9.9450683 8.8729491 NA 8.9438756 7.5434804 8.9557594 9.1168469 10.8592564 8.9792374 8.6671729 9.0574237 5.4986913 1.8742068 6.7266446 2.1637241 1.5116198 4.0262069 0.2892443 10.2160297 6.9757402 6.4591644 10.8085252 5.6477290 -1.2958363 10.5634235 10.4679043 11.2591056 10.3863938 7.9014939 8.8501709 7.1102693 10.7182975 11.3595841 10.2322426 9.7014565 10.6915410 -0.2956592 8.6096641 1.5116198 9.9300869 9.7314918 8.7743980 9.1513601 13.6786019 13.4353838 -0.2956592 11.0922943 10.6175404 NA 3.7042744 9.1094185 NA NA 6.3977636 8.0749646 14.4109618 10.2972244 8.8088757 8.6511834 8.5324136 12.0381311 8.5560258 9.6574331 11.1541994 3.6111724 2.0261981 8.9850478 9.2071088 7.7595593 6.4253754 11.1305417 9.6526442 10.7860932 9.3329321 8.0307063 10.6682567 7.6141702 4.2530211 10.5035586 0.0000000 0.0000000 0.3659200 -0.3555600 0.0178240 0.3690400 -0.0071221 -0.0238400 -0.0618230 -0.0618230 -0.0618230 -0.0618230 0.0000000 0.0000000 0.0000000 -0.8082300 -0.4302900 -0.4302900 -0.4201400 -0.4201400 -0.4201400 -0.3555600 0.0060456 -0.0563130 -0.3685000 -0.3685000 -0.0118870 0.0026357 0.0058309 0.000 0.000 0.000 0.000 0.356 0.356 0.000 0.000 -0.374 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.360 0.360 0.354 -0.396 0.000 0.000 -0.054 0.366 -0.368 -0.368 0.000 0.000 0.000 0.000 0.369 0.369 0.000 0.000 -0.368 -0.368 0.000 0.000 0.000 0.000 0.000 0.000 0.356 0.356 0.000 0.000 -0.374 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.360 0.360 0.354 -0.396 0.000 0.000 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8.493550 9.731492 2.289244 -1.295836 9.128443 7.945068 9.928882 10.167290 11.100347 10.107289 10.958124 2.026198 10.591878 8.457494 9.219977 10.743539 9.646058 3.026198 10.147739 9.595301 10.419381 9.321744 4.318989 11.146184 10.960191 -1.295836 13.564297 12.741910 10.675821 9.057424 8.241496 10.740451 10.276977 10.577487 11.041163 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 2 1 4 3 1 6 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 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 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12.6099268 11.6804707 11.0184401 11.0040799 10.1385115 6.4724228 6.6777422 8.9106119 9.0620928 6.6629446 12.9544249 0.7999991 13.8008078 12.5224640 8.3360508 7.5266111 9.8465764 1.7999991 -0.5220119 9.1905968 8.1451812 9.3766713 9.3864624 10.5734668 11.3670033 10.3239519 0.4780917 9.7795661 7.9251532 8.7657824 10.8579896 10.1376198 1.9374951 10.1487261 6.1074263 7.2396214 9.3054124 4.5441577 11.2561470 11.2333747 NA 13.0021218 12.4680851 10.4836944 10.1923154 7.7188609 10.8590719 9.8693135 10.9774947 10.7795117 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 1 1 6 2 1 1 1 1 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.2142214 5.8713114 7.3382417 10.9220960 11.7281830 9.9115226 10.9234815 11.7326158 2.6641642 10.0498891 9.1370237 10.4079980 10.4847080 8.7200739 9.2169357 7.2096863 8.7590852 9.1129380 12.8907075 8.0007313 6.2420270 -1.4231393 NA 10.1177874 9.9092868 5.1914008 7.0725453 3.9342428 8.7441089 9.6128644 9.9587744 8.2909363 2.0361165 11.2749613 9.5830169 9.2909363 10.8773293 6.9860821 11.3037603 NA 8.0483659 11.1351115 3.6641528 12.0761630 10.1075847 7.7615659 6.8150950 10.5833254 10.7191776 9.6251777 7.8918402 7.5539710 NA 9.6799786 8.8079119 9.8510689 2.6641642 6.5879185 8.8907075 5.4715094 10.0909116 9.9226504 4.6427824 12.2870269 15.7979191 9.8091117 10.6421069 10.6839078 15.8281824 NA 8.4955541 9.2994984 4.7466137 7.6128641 8.3840455 8.2631913 2.6616128 11.2239243 10.9331428 10.1508112 9.1331969 2.1616620 1.8986340 9.3596890 8.3662243 7.8713114 9.5352435 9.6353590 10.0196342 6.9209864 12.9799691 3.0361165 0.1616942 7.2909367 10.4119517 8.1560067 8.5934991 10.5471562 0.8986340 -1.4231393 9.5214028 8.2420265 9.8893865 7.3012044 10.6087365 8.2544103 NA 8.5148000 0.5766672 11.4272683 8.0217057 9.9955974 0.8986340 10.1531752 8.3824347 7.6018302 11.5523596 10.0118401 1.8986340 7.0483659 4.2491191 9.0943601 NA NA 8.9807679 9.2805942 11.0016444 8.3792072 10.5917573 9.6628270 10.2570502 1.1616297 10.4087897 7.7187979 8.2841361 1.8986340 9.8672857 2.0361165 NA 8.6956320 14.2213920 6.7264375 5.9860809 11.3670393 7.8198649 4.0029545 6.9732956 10.5000182 10.9807679 10.1955351 10.8519423 11.4197619 10.7806505 9.2331156 8.9924325 9.6285795 11.3069486 8.5902090 6.1541194 2.4835707 -0.4233328 NA 9.1022117 10.4543583 9.5976706 7.7837048 10.2200916 8.3232052 8.2649412 9.4570396 6.2133162 12.1009876 9.6654789 8.6904328 5.7861441 11.4272683 12.3097061 10.4779348 8.9255405 4.3157256 9.5625327 9.9500998 11.5657304 9.1245491 10.7934366 9.4760477 8.9924325 8.8387857 -0.4233328 8.5823151 7.4377779 8.8941035 11.5301597 11.6981579 7.4915244 3.8986147 10.9279061 9.0503964 11.1300801 9.6052875 10.1588327 10.1574205 12.1419119 9.2596854 7.7491186 NA 9.1398869 7.1119661 9.7788146 8.5865193 10.8155731 8.7775894 8.4221809 10.2719191 7.1987426 2.4835707 9.4715086 4.6210848 2.5036286 4.6852169 4.2771293 10.3457021 6.9903184 7.1002523 10.5706694 6.3213220 -1.4231393 10.7267554 10.5066888 10.8750398 10.6671341 8.4925703 8.8186739 6.0234439 10.7043627 11.5065040 10.6073579 9.7800387 11.8648359 NA 7.9165405 0.5766672 10.0514107 9.1465463 8.8804716 9.4925701 13.7092708 15.4757408 4.3580516 11.3105535 10.1109936 0.5766672 4.7264389 9.9375159 -0.4233328 0.1616942 7.2701776 7.7213487 13.6112318 9.9727603 7.8804713 9.3840457 9.0029556 12.1073409 8.4608613 8.9750389 10.5941952 -0.4233328 1.1616297 9.0735445 9.4470555 8.3349141 5.0844853 10.9641697 9.8821825 11.3471482 9.0943601 7.8481541 11.4028420 7.8827525 5.3938040 9.5467967 0.00151720 0.00151720 -0.44836000 0.00958000 0.45070000 -0.00554570 -0.00042411 -0.00893440 -0.04848600 -0.04848600 -0.04848600 0.14823000 0.00151720 0.00151720 0.00151720 -0.45801000 -0.45950000 -0.45950000 -0.44836000 -0.44836000 -0.44836000 0.00958000 0.00971930 -0.00042411 0.00109840 0.00109840 -0.00893440 -0.00194810 -0.00180960 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.464292 11.493690 10.750680 10.313093 9.929286 11.698062 5.951730 1.746614 7.631973 3.530882 13.004855 8.233134 11.262754 9.878621 8.194489 9.038170 11.165640 7.800692 10.371919 10.140840 8.923204 8.582947 9.781299 8.206047 7.761566 11.074543 13.730836 10.357231 10.599405 NA 8.851651 6.947379 10.067542 10.137024 11.297576 9.554686 9.951187 7.030661 10.004527 7.338242 8.392074 9.508906 6.206047 6.536693 8.695632 8.813901 13.375821 9.681944 11.902839 8.698445 11.306524 10.953088 15.502662 11.806711 14.361172 11.137262 1.576667 10.608737 9.816886 10.311400 9.076537 8.690433 9.267562 10.019634 10.195535 11.205820 3.161646 6.459333 15.170422 10.659838 10.198285 6.353650 10.319842 -1.423139 11.782331 NA 12.543286 11.424474 11.338242 10.9220960 10.4079980 6.9342428 6.9473786 8.6087364 8.3984650 6.8528154 12.8593963 2.8246253 13.7467332 12.6605856 8.7277074 8.4898945 9.7353005 6.1691473 -1.4231393 9.5823153 8.9386345 9.2160314 10.0407259 10.9443785 11.4311696 11.4083939 0.1616942 9.8311289 7.2943671 8.9839587 11.3046112 10.3307431 3.8620943 9.8793298 9.5717513 9.3613256 9.5976706 6.6210848 11.5301597 10.8507777 NA 13.5601298 11.8781870 9.9003085 10.2719191 7.9987557 10.1080722 10.5682126 11.1873765 10.2081589 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 1 3 1 2 2 3 2 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 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 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 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 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.0978804 10.3730811 10.0298072 7.3721494 10.6609353 8.8230838 9.4927791 11.3192333 11.5108810 15.6568466 NA 8.4412955 9.4323847 4.7532408 7.7066970 8.1023894 6.7301563 2.4764076 11.0905430 11.2131916 9.8864430 9.2302590 2.4764076 6.3684174 9.9020188 8.1135817 8.0933721 8.5573193 9.8128202 10.2658077 6.8093823 13.1964463 0.7759355 1.0978804 3.0978804 10.7384943 7.1895874 8.4016684 10.7417440 5.1335101 NA 9.5825093 7.6494035 10.9956819 7.7243269 11.0976060 8.4305956 NA 2.4764076 -1.2239803 11.2292303 8.1938121 9.8393548 2.4764076 9.5913430 7.9707168 7.9756319 10.8237653 8.3073411 4.7532408 7.8148785 3.8203526 8.8739919 NA NA 8.9103861 9.4927791 10.3819022 8.6339408 9.6245827 9.9860222 10.6040962 -0.2239803 10.1068766 8.9657843 8.8530291 2.5414901 9.9829740 4.7983253 -1.2239803 7.6432386 14.5064564 1.7759776 8.3740122 12.9838129 10.1040736 3.5833145 6.8148785 10.3613918 10.7279729 10.1146961 11.0447941 11.4939917 11.1961831 9.2415261 7.6738051 10.5470365 10.9029867 9.7344763 3.0978804 0.7759355 -0.2239803 NA 9.3627995 9.9320429 9.5564995 8.7731392 10.9751044 10.8281881 5.2022257 9.9129508 5.7759592 12.3792383 10.2471268 8.8258082 5.0238852 10.8440662 12.3303088 11.0002629 9.4616372 4.6933922 10.7377712 9.4607084 12.1008435 9.3305485 9.5857278 8.9878481 9.2758056 8.5589579 2.8634231 3.6828542 6.4483856 8.2617889 11.7835126 10.7125940 8.3458155 4.1335142 11.4213930 8.9633117 10.9132711 7.5275036 10.2688144 10.1805691 12.2684389 9.7717268 7.5375112 NA 8.7388556 6.7759592 9.8427217 8.8857903 10.8604791 9.2220092 7.2678129 10.0648257 7.3343806 1.0978804 7.7184740 5.3758735 -0.2239803 4.2678129 NA 10.0567305 8.0497555 7.0613615 10.1946504 6.9052426 NA 10.9835842 10.5585485 11.2261399 10.9187050 7.6738051 8.0095795 6.1807605 10.8261485 10.9960357 10.9490122 9.9370916 11.5614122 1.5833265 7.8581085 NA 9.8366557 8.6354947 9.3851385 9.7431859 12.1887942 15.5937803 1.3609261 11.5391721 10.2168289 -1.2239803 4.6088506 8.0939151 1.3609261 -1.2239803 6.7475029 7.2064127 14.9904686 10.4306047 7.9000813 9.1938121 9.4475009 12.0665546 8.4089551 8.5840711 10.9374066 2.5833265 1.7759776 9.5275038 9.3180242 7.6768266 6.0047778 11.3271873 9.4746644 11.1099536 9.5352155 8.5752412 10.6088497 7.3721494 4.8817625 10.7140690 0.00187570 0.00187570 0.00632100 0.00000000 0.58103000 -0.00781390 0.00127050 -0.00712340 -0.01429300 -0.01429300 -0.01429300 -0.01429300 -0.00089754 -0.00089754 0.00187570 -0.00352860 -0.59745000 -0.59745000 0.00632100 0.00632100 0.00632100 0.00000000 0.00270850 0.00127050 0.00145950 -0.44625000 -0.00929990 -0.00131320 0.00229200 0.000 0.000 0.000 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 11.906852 11.606871 8.629269 10.289687 10.189588 11.885954 4.023885 2.235390 8.396180 4.023885 13.123512 9.246802 6.652476 8.050198 7.939308 8.340109 10.578072 7.586531 10.630828 10.038642 8.357160 8.436437 10.046553 7.920618 7.469446 10.910707 12.693332 10.687352 10.441296 NA 8.539172 7.218903 9.891003 11.185351 11.347712 10.488487 9.458076 7.111350 9.465084 6.469446 7.530847 9.134611 5.852775 5.608851 9.743906 9.123581 12.780531 9.644782 11.999056 6.418084 8.859439 10.503880 14.846269 10.596936 13.953574 10.578072 3.023894 10.780531 9.510669 10.199601 8.637046 8.825808 8.835304 10.125794 10.464210 11.514685 5.235390 5.873993 14.575914 10.620665 9.665464 7.676827 9.330549 -1.223980 11.135435 NA 12.694543 11.446808 10.777720 10.9100652 10.3424895 5.0238852 7.9731762 9.1747035 9.4910638 6.8148785 13.0419974 3.1682730 13.9298284 12.0554252 8.9533793 9.8042043 10.2199393 5.1682770 1.3609261 10.0854361 9.2043200 9.3823649 9.8155642 11.7669500 11.6426591 12.0180918 1.5833265 9.6616561 7.6494035 8.8052470 11.0289208 9.6198808 3.6828542 9.8494318 9.4580764 9.1811013 9.5564995 5.9854139 11.7835126 11.0532471 0.7759355 13.0995775 12.6443000 10.7133336 10.0648257 7.8739916 10.8949008 10.0011672 11.8007583 10.4763561 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 1 1 1 1 2 3 2 3 3 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 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 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 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7.11298364 3.68929916 7.11298364 8.08952463 9.08425937 1.42180228 11.84936725 11.17342767 10.43180575 5.87150609 6.36390170 3.94305864 9.92402727 9.14241420 8.92107685 9.47368505 10.65464220 10.04820662 6.40671523 14.51355696 7.08161978 0.57385922 3.84684429 10.69837685 6.75041356 8.57194486 11.34228478 -1.01100636 -1.01100636 7.74040615 7.12328855 10.68822207 9.04820675 11.27397540 9.19953347 NA 8.44624299 NA 10.47971308 7.40249026 9.84684320 4.31079089 9.49863722 8.72526400 7.78976185 11.24772266 8.14620920 0.98884826 6.70996192 3.38118645 8.47469156 -1.01100636 0.98884826 9.29833848 10.03598619 9.53960900 8.39400387 9.24625012 9.58784520 10.29264292 6.26498673 9.97470410 9.75373389 8.97042949 2.98886643 9.59063308 0.98884826 1.98884826 4.96614434 13.75067313 5.97754783 6.25564802 11.07367064 10.29378383 4.27426166 6.93722903 10.19404456 9.98180058 11.32341483 10.62548685 11.35943793 11.48970409 7.94305864 11.12104060 8.39825331 10.94378554 10.91552882 1.57381076 3.84684429 NA NA 9.98604168 10.50061485 8.87608284 8.26265772 9.03027510 8.92990992 6.58877459 9.74875036 7.10780293 13.15753433 9.88216370 7.59248843 4.48071751 11.24625006 14.85416052 11.42035981 10.15125354 3.02711866 10.97612624 9.70996140 12.55491625 9.40671480 9.48471718 9.36498754 8.87455846 12.76488392 0.98884826 8.48471738 7.89575279 6.57382439 10.94777740 8.39740425 7.13642315 4.96614434 10.99132562 7.43180596 10.36986438 5.61821810 10.13479439 9.84528775 10.78854861 10.51682783 7.40249026 NA 7.28807059 5.09738746 10.32759856 9.12071921 11.45065624 10.16441183 8.88670774 9.55586753 7.32425257 -0.01115174 4.48071751 -0.01115174 6.66128785 4.15878941 1.57381076 9.15376912 5.41512654 6.89575339 10.49512520 7.41973270 1.31080543 11.24330039 10.68800083 10.31191698 11.04244879 8.71337620 6.87760562 6.37204839 10.29321355 9.97185577 10.83943978 9.77513188 10.78287187 -1.01100636 8.52802114 NA 9.98180058 7.90772531 9.85691304 10.64930388 13.82466592 13.50874414 4.51242286 10.80544595 10.69449458 NA 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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 9.337590 12.205911 10.934672 9.796217 7.359549 12.425444 1.573811 4.603573 8.342009 4.919598 13.312761 10.458916 11.670759 11.010120 7.325502 8.060325 10.684090 5.328711 10.396661 11.020908 7.402490 8.812564 10.584409 7.886707 6.907726 12.438656 12.020219 9.84684320 9.76611757 NA 8.27426446 5.74374922 9.32425257 11.65286500 10.83787632 8.97185591 9.32089868 6.03325560 10.39240694 6.30174493 7.72695448 10.45799528 5.74374922 7.06032413 7.32871262 7.38117953 12.96040577 8.64528699 12.72748231 6.84653218 10.96220087 10.30909863 16.47954077 11.10195322 12.66801239 10.30287890 0.57385922 11.25183789 9.81382094 11.09477075 8.66834219 7.59248843 8.20318158 10.29207219 10.01192341 10.38493179 1.98884826 6.11814581 13.80403033 11.13033078 9.26382269 6.23678916 11.11362973 -0.01115174 10.00706246 NA 12.37661030 10.61898366 10.14936392 9.8343522 11.2074255 4.7702212 7.3464144 9.5173162 7.7235715 7.4887078 11.4666154 2.3107764 13.8097392 12.4293421 8.1934332 7.4400735 10.6168520 1.9888483 1.5738108 9.6595184 7.6254868 9.2696331 8.9874528 11.7479182 11.4734334 11.5544404 1.5738108 9.9553677 8.3639017 8.7913785 10.3292687 8.8201694 0.5738592 10.0636727 6.5511053 7.5280211 8.8760828 4.4482931 10.9477774 10.4146027 NA 12.2629491 13.3041533 10.4214042 9.5558675 7.6327183 11.1842344 11.0219410 11.8506141 8.4917140 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 3 1 1 2 1 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 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6.8800194 11.0493435 11.7185934 6.6198678 11.4445503 11.5956386 2.8211183 9.4559371 9.4739709 10.1237650 11.1762936 8.1874481 7.8907993 5.6455547 9.5535761 9.3718729 12.6601395 7.8029790 4.7597258 -1.7636605 -1.7636605 9.9165231 9.4781467 5.4553305 7.2887314 2.6955930 8.6592795 9.6624282 9.8903520 7.8709743 2.6284703 10.1827043 9.9279071 6.7118968 9.8490321 3.5937123 10.9037187 3.0435195 8.4805273 11.5273342 2.2361558 10.9368200 9.5250296 8.2005044 NA 10.7978978 10.4875394 9.7252037 8.2445922 5.3236259 2.8800194 9.0902527 8.6122891 10.6174361 -0.1788613 5.9435229 9.0467352 1.6955930 9.9010553 11.6730052 5.4358352 13.0660919 13.5953297 9.1932656 10.6322331 10.5388025 16.0006983 NA 8.1355205 11.8184232 4.5580900 7.6791071 8.4900109 7.1279469 0.7470866 11.3648024 10.3032617 11.3208059 9.5467764 0.8211387 3.0435195 9.4413459 7.6873750 7.9708732 9.0547457 9.1226223 10.2466917 7.1874481 13.0144974 -0.1788613 NA 1.5580717 10.3868629 7.4911925 8.7753222 10.3686633 3.7907512 3.4060876 10.6394419 6.5670799 11.0694232 7.9943868 10.5873789 8.2220056 NA 2.4061012 -0.7639054 11.5513131 7.2305172 9.9985456 3.4060876 9.3750753 9.1557717 7.6894341 10.8755042 9.1119129 2.4840866 7.4982580 4.4259896 9.5547063 -1.7636605 NA 7.7159435 8.9112386 10.7167013 8.8700669 10.5493300 9.0386798 10.1172775 2.2361558 9.9809974 8.4321510 9.5799600 3.1706782 10.1149808 5.1065284 -0.7639054 8.0769417 14.2093228 4.1430505 10.0427131 11.2409107 8.9182804 3.1903620 6.8618723 10.0216160 11.1905417 9.3479513 10.0765481 11.3562362 10.5832312 8.7675449 8.2599179 9.1210973 10.9489054 8.8344486 4.0941432 1.5580717 -0.7639054 -1.7636605 8.6476746 8.4541212 9.3814588 8.2900894 9.0733814 10.7933879 3.5580962 8.8609591 8.1385386 11.8585586 10.5893103 9.5815687 5.5307855 11.5045593 12.3274336 10.7469277 8.8890086 2.7597311 10.4504827 10.1138311 12.0687569 8.6759944 10.0968626 9.7893127 8.9032751 6.8872157 2.8800194 10.0670748 6.5848919 7.7419752 10.9920943 13.4047683 9.1834716 3.2361711 11.5594998 9.1990596 11.4290728 6.8582148 9.9809974 10.1449315 12.2596580 9.5558357 6.1003491 -0.7639054 9.1527896 7.4959070 9.5405148 8.9112386 10.6053601 8.8342160 7.7597258 10.0843952 9.0698442 0.8211387 7.8836220 3.1430505 2.9910456 2.9910456 -0.7639054 11.0043479 6.6024851 6.4504822 9.5612834 5.4959062 NA 10.3654466 10.3082961 11.0579375 10.7332669 9.4259881 9.9287006 5.8804529 10.1298443 11.0421089 10.3433806 9.9178412 11.2306938 0.5580717 7.8211260 -0.1788613 10.0991883 11.0169083 8.9985456 8.7409825 13.0738407 14.7011240 2.0435195 10.6728751 9.1011235 NA 2.8800194 9.2377618 0.8211387 NA 7.6935441 7.7557996 14.9047577 10.8959789 9.1896326 8.9985456 9.1453065 11.6114746 8.8211260 9.1886353 10.7116437 2.8800194 3.1430505 9.2599179 9.4935515 7.7179629 5.7830585 11.1657918 9.9615299 11.6403737 10.1657919 10.2671755 11.0362545 7.2750825 4.2897091 9.6697489 0.00332990 0.00332990 0.00944910 -0.05293600 0.57648000 -0.00027724 0.00444110 0.00694350 -0.11995000 -0.11260000 -0.11260000 -0.11260000 0.01321300 -0.25277000 0.00332990 0.00083195 -0.59779000 -0.59779000 -0.59779000 -0.59779000 0.00439740 -0.05293600 -0.60158000 0.00444110 -0.28280000 -0.28280000 -0.59292000 0.00555290 0.00875280 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 9.951268 11.891135 12.591928 10.288392 9.812648 11.722244 2.695593 1.695593 6.872788 4.484093 12.443483 9.049905 12.805070 6.524476 8.525249 9.466785 9.589310 6.974256 10.987080 9.382732 8.829555 8.398089 9.556727 7.847188 7.233343 11.021207 13.269759 10.5606254 10.5637161 -0.7639054 9.0690536 8.0175233 10.5064588 10.6741757 11.5501802 8.8145363 9.4079658 7.5146131 10.0595308 5.6624277 5.4358352 8.8818218 4.9910501 5.4456175 9.1881766 10.1950787 13.6379430 9.0894730 12.7570891 6.6259455 10.1672704 11.5986553 15.3971379 11.2095022 14.2577725 10.9795254 0.2362171 11.2216498 11.0350403 11.6718338 8.6550702 9.5815687 9.3947733 9.6791071 10.4864620 11.9392009 5.6624277 4.6112019 14.4930388 11.0573396 8.6986658 6.6327684 9.2529719 -1.7636605 12.0353440 -1.7636605 12.4360659 12.0216027 11.0918107 11.0493435 10.1237650 5.9435229 4.8655180 9.0467352 10.3203075 6.1370301 12.8442867 1.9365908 13.3806226 12.3037660 8.4023265 8.8964626 10.0084781 4.1430505 -0.7639054 8.4888291 8.2234274 9.0571402 9.6268698 10.5430797 11.4162281 10.8838468 0.8211387 10.2839691 6.8943752 9.1910869 10.9799461 10.3657685 2.9366097 9.7878719 9.3884483 8.0026924 9.3814588 5.1786788 10.9920943 11.2548854 -0.7639054 13.3670558 12.6067147 10.7219928 10.0843952 7.7439579 11.2649330 10.4589585 11.1708422 11.3721982 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 1 1 1 1 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 10.3619455 5.8291417 -1.3107903 1.8477564 4.6432732 8.0155076 11.6710022 7.3184353 7.9905743 11.4506295 12.1545171 7.5747744 10.6414555 12.3071196 3.6432790 10.8711622 9.1371946 10.5713392 10.0143837 8.5329995 9.0813956 7.5778216 9.7517991 8.9452870 10.3270616 8.1642035 5.0813950 0.2740529 -0.3109693 10.4687976 9.9546933 4.1153413 7.5408270 3.8590054 8.2047780 9.5762990 10.3694378 6.2282376 3.6432790 10.5736304 10.4834942 5.0110080 10.3548583 3.4439646 10.7362022 -1.3107903 8.3508566 11.5032601 2.1485112 10.8372370 10.5072610 7.4769811 NA 10.4708027 10.3667231 8.8952257 7.7058867 2.5959571 2.0109946 10.4439658 9.0233516 10.1592287 -0.3109693 6.7923660 9.2379002 2.0109946 9.7538209 10.8970077 7.7871105 11.4062727 13.1217506 10.0294848 10.9238957 11.1333167 15.6105938 NA 8.8912020 9.4907867 5.2282376 7.4101774 8.1668364 7.4704376 2.6718368 11.0208350 11.1048201 9.4818686 9.5329993 0.6891202 4.6432732 9.6925961 8.8875234 8.1132447 9.1216203 9.8034713 10.2359727 7.3790759 13.5023083 1.2740529 1.0109946 3.9744834 10.6508896 7.1153433 8.4980426 10.3019468 3.9370053 1.2740529 11.9634564 7.3755790 10.3949655 9.5793425 10.5028594 7.8689873 NA 4.1485112 1.4964112 10.7262820 8.5671290 9.7544944 2.3895117 10.0143837 6.8489496 8.1174384 11.5294628 9.5929600 3.7334737 6.6548623 4.3329370 9.1627841 NA NA 9.5423879 9.4161479 9.7100582 8.5092572 10.4313877 10.1064034 10.1304663 -1.3107903 9.5563570 8.5282822 8.9021824 3.0813908 10.5586721 6.1566838 -0.3109693 7.5501650 13.4678741 -0.3109693 9.0322640 12.5789624 9.3202554 4.6663589 6.3895186 11.3705363 10.7725576 9.8985316 10.9265870 11.4459035 10.7027499 9.8093162 7.5563574 9.9523474 10.4506295 8.9368635 3.7334737 1.8590154 NA NA 9.4794268 9.8652514 10.3070048 7.8311856 10.6254622 13.4856249 5.4439646 9.8807544 5.9464665 12.2134975 9.8640039 9.4118857 5.2436653 11.0635744 12.1608805 11.1369364 8.9663656 4.5250039 10.0835410 9.7327892 11.2241106 9.1819329 9.3455030 9.0586756 9.2436672 9.2077313 4.2436691 8.1988531 7.3895178 9.0641176 10.8902833 11.1511306 8.4042339 3.1485112 11.7401172 8.7871105 11.3172959 7.9721665 10.2991803 10.2136199 11.6122200 9.6932988 7.9488216 NA 9.8546135 7.7114460 9.6940009 8.0706212 10.6731371 9.0488280 7.0510218 10.7117928 6.2665073 4.1485112 5.1809315 4.7114453 2.2740529 4.8789019 -1.3107903 10.0482787 7.7497742 7.9226980 11.0832596 5.6456008 -1.3107903 11.1602454 10.6183367 11.1013834 10.9908602 7.2777932 9.0864001 6.4298703 11.3639326 13.2525725 10.6352535 10.0416735 11.8720933 0.2740529 7.8862947 0.6891202 9.9991230 8.5172147 8.9488216 9.6469059 13.9992295 14.3131026 1.6890755 11.9689790 10.3707559 -1.3107903 5.8668956 7.9928590 1.4964112 -0.3109693 7.3544143 7.0856828 13.5194944 10.5899677 8.5914535 9.4297024 8.7871105 12.7004803 9.2388630 8.8669213 10.8960926 0.6891202 2.0109946 9.5322141 9.6663582 8.4439659 5.2740417 11.3322580 9.8495801 10.3179794 9.4940159 9.9470554 11.2691013 6.8185157 5.5443215 10.0416735 0.00041593 0.00041593 0.45461000 -0.00650500 -0.00235530 -0.00730060 -0.00075879 -0.01064600 0.00847430 0.00847430 0.00847430 0.00750000 0.00041593 0.00041593 0.00041593 0.00000000 -0.48481000 -0.47860000 -0.47860000 -0.00719580 -0.00719580 -0.00650500 0.00083792 0.01349200 0.00319100 0.00319100 -0.01064600 0.44179000 0.00166420 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 11.805910 11.229691 10.591453 10.417849 11.330453 10.859942 4.303788 1.689075 7.792366 3.332937 13.849068 9.261542 5.470439 8.450397 8.299070 9.037806 11.353081 9.044429 10.927483 9.257034 8.347290 8.108975 9.453635 8.542388 6.997418 11.020835 12.186681 10.917897 10.174908 NA 8.783156 7.460568 10.064118 10.162784 11.920749 10.328419 9.872093 7.622415 9.809964 6.760540 6.325703 9.472076 6.649081 3.859005 10.410177 9.015508 12.723619 9.292705 11.853514 5.522982 7.332934 11.076826 15.041173 11.180681 12.668325 11.100324 1.010995 10.924195 10.326609 9.965784 9.068457 9.411886 8.904611 10.120053 10.509257 11.614444 4.619818 6.243667 13.793416 10.625348 9.012133 7.792681 8.831185 NA 11.468592 NA 12.760457 11.597086 10.835647 11.4506295 10.5713392 6.5959690 5.8887506 9.1749075 9.7598700 7.7169840 13.9324167 2.2740529 13.6866547 12.3320325 8.7672291 9.5005975 9.7558401 4.0110036 4.8590054 9.6763423 9.6869634 9.3641533 9.8788349 11.4934110 11.3168401 11.4873476 2.0109946 8.4489666 8.0400173 8.9262883 11.3912509 9.9505856 1.6890755 10.2145991 5.3895186 7.7030986 10.3070048 6.0378061 10.8902833 11.1921586 -0.3109693 12.4123126 12.5180081 10.4148705 10.7117928 7.9721665 10.6359845 10.8593163 11.7977383 11.1829637 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 1 3 3 1 2 1 1 2 2 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 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 6 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.560606e-06 4.161616e-07 NA 10.6464330 10.4730381 7.7037015 5.8518939 9.3760524 8.0677640 0.1376347 0.4595365 4.8100729 8.3397716 9.8866792 6.1376470 6.4685654 11.4166779 11.6143940 9.2746388 10.9279963 12.0388918 1.9450083 10.0816278 8.5764398 10.7913886 10.2918331 7.9385475 8.7338376 6.9956292 9.1177875 9.1404627 13.1019887 7.8744558 3.9449990 -0.8622342 NA 10.1369432 9.9369294 4.7815066 7.4595759 3.7226081 8.3471013 9.2873950 9.4962990 8.1516681 4.2669289 10.9349040 10.2591814 5.0683871 10.4160972 7.0624607 10.4391440 -0.8622342 7.9320635 11.6095770 0.1376347 11.4073589 9.8197646 8.2091102 3.3075742 10.8840488 10.2242551 8.9107869 8.1005436 7.0202911 0.7226409 9.7235492 8.5321104 10.3206628 2.1376347 5.8925343 9.0609753 3.7815066 9.5857640 9.5847310 6.3855760 11.5012679 13.5864094 9.7282348 10.5639126 10.3360929 15.9030375 NA 8.6274956 10.1404629 4.6295023 7.4685646 7.6998903 7.2304048 1.8358837 11.2720741 10.5981037 10.1177874 9.5213521 4.6612080 5.7670032 9.6224707 8.2513901 8.1432725 9.1432722 9.6325034 10.1502723 7.3175573 12.5506145 1.9450083 -0.8622342 4.2251129 10.3519669 7.8518933 8.9107869 10.3604427 2.4595890 -0.8622342 10.2376530 7.0918437 10.2186985 9.0683852 10.8158078 7.4368556 NA 4.8925367 1.1376347 11.8221773 7.8241486 9.7904928 2.1376347 10.5288913 7.8136049 8.0049266 11.4559081 9.8958711 1.1376347 7.1206412 4.8380895 9.0324657 1.9450083 -0.8622342 8.6960686 9.7587839 10.0830917 8.6214636 10.8991990 9.5940022 10.0932977 5.2037376 9.8232726 7.4230503 9.4020905 4.3075742 10.4442791 4.4595759 NA 8.1683151 13.0336017 6.4137718 8.4459869 12.6268686 9.0415297 5.1376470 6.6454423 9.7869039 11.4550604 9.9393562 11.0922076 11.2963111 10.7155487 8.4973972 8.2949947 11.5975916 10.4259372 8.4363059 3.5299708 2.9450083 -0.8622342 NA 9.0385146 10.1298780 10.4880345 7.3950354 9.9298198 11.8630141 7.8029835 9.0639437 7.2565890 11.6760793 10.0932977 9.5909184 6.6214629 11.5064270 12.5821451 10.2688617 8.5061544 5.1270141 10.0056986 10.2191312 11.4802781 9.1874963 11.0698626 9.2643523 9.4539293 10.1206413 5.2873947 8.2197968 8.2383101 9.6264921 11.5183794 11.2527565 8.1253096 4.4230470 11.2720741 9.2987797 11.6011722 7.2873947 9.9222826 10.3243811 11.6516221 9.2435563 6.6845425 NA 9.4242056 7.6335031 9.6592483 8.8380876 10.5230356 8.7244876 7.7150765 10.9936842 8.6174282 2.8380845 7.5083352 5.0918437 2.8380845 7.1702446 2.5970782 10.9300314 6.5639132 6.8518939 9.3772463 5.8408585 0.7226409 10.8987834 10.4224719 10.9886160 10.4126083 9.5039700 10.0497512 6.1418129 10.7864547 11.4029698 10.5433211 10.0639437 12.4769411 2.7226190 7.5256649 0.7226409 10.2330449 8.9401641 8.6941538 9.2630612 14.2033584 15.3003735 1.7225972 11.8374371 9.7806021 1.1376347 4.4163736 9.2210208 0.7226409 -0.8622342 8.1034321 7.8824817 14.8481314 11.0486839 8.9657843 9.1956394 9.0049266 12.4305445 8.9239175 9.1359280 11.2137953 2.3075742 3.5970782 9.1996939 10.0164651 7.9157246 6.3950354 11.3234524 10.1990189 10.8056463 9.5878281 9.3212832 10.7697342 7.4687438 5.4595759 9.2487834 -0.00013862 -0.00013862 0.00696840 -0.45190000 0.44054000 0.00124810 0.00083195 -0.00207840 0.00208090 0.00208090 0.00208090 0.00360760 -0.00013862 -0.00013862 -0.00013862 0.00291330 -0.46039000 0.00298600 0.00638710 0.00638710 0.00802540 -0.45190000 0.00694350 -0.00084662 -0.00138580 -0.00138580 0.00263570 -0.00152430 0.00180300 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.022581 11.272395 11.644203 9.990957 10.031708 11.354697 4.919006 3.661214 7.525665 3.995629 12.952531 8.014411 9.542789 9.096490 8.605212 9.049040 11.831353 7.292466 10.768825 9.689356 8.525665 8.046100 9.317059 7.559713 7.225111 10.457320 13.390904 9.984705 10.579554 1.137635 9.462953 7.973698 10.294995 9.594002 11.861095 9.613381 9.356816 7.915725 10.134827 6.160017 7.356816 9.068385 8.615406 9.273357 8.806533 9.601172 13.167453 9.112062 12.600022 6.120984 10.514316 10.151668 16.010347 12.429969 12.991737 11.315379 2.722619 10.677776 11.677049 10.891700 9.389130 9.590918 9.222456 9.771551 10.908725 11.700126 4.137651 5.225109 13.407769 11.305380 9.853610 6.995629 9.827646 1.137635 11.703464 NA 12.335939 11.736124 11.206762 11.4166779 10.7913886 6.6214629 8.5363914 8.8206423 9.0713385 5.4044331 13.2888015 2.8380845 13.6062718 12.5247227 8.2513901 8.0074573 10.0527802 6.8171282 0.1376347 9.9979589 8.4951999 9.4774978 9.9900447 11.3537873 11.7530476 11.5227013 0.7226409 10.7305719 8.0294314 9.2707901 11.4003299 10.0317077 3.3075742 10.2084396 9.2474785 8.2277603 10.4880345 7.8757401 11.5183794 10.9701423 3.5299708 12.6320034 12.3025547 10.3280898 10.9936842 7.6729231 10.3056931 10.8561807 10.6902929 10.8940165 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 1 2 1 1 2 3 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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4.27422438 10.01195918 NA 7.71399062 11.24735887 3.36349351 10.77559777 11.01569332 7.15842893 -1.28033465 10.18289114 10.73643880 8.59308145 7.44073631 3.24319684 1.71962155 9.73296022 8.56826055 10.96519020 3.42007812 6.54618605 9.63850072 7.65627540 10.82652759 9.38763611 2.62653259 10.86860336 12.57440852 9.64889591 10.58614369 10.79645313 16.15719454 -1.28033465 7.58691633 9.98525250 4.24319684 7.38141576 8.31396230 4.17907308 2.20507967 11.59461885 11.61748298 9.99518006 8.21549272 5.50099640 1.88955142 10.15686945 8.06615110 8.65332806 8.96042888 9.40526232 10.68902400 6.59615397 13.97411257 5.19537122 NA 5.96756520 10.80378152 7.51080056 8.73365803 10.66105194 3.52699525 3.52699525 9.48035743 7.35988219 10.69134991 6.52699212 11.07443787 9.00272586 -1.28033465 2.17906512 NA 12.48409447 8.13326554 9.33802299 6.26653170 8.89705705 7.53662101 7.94363890 11.10953771 8.63850072 -0.28033465 7.34534669 5.14590159 7.97938061 -1.28033465 NA 8.66800457 9.50590720 9.87508828 7.89206493 9.99459797 9.74061747 10.35126933 3.11194940 10.13061882 10.34671539 8.97702543 4.87486089 9.49277673 4.00504062 1.52697021 7.68542160 13.64031602 1.71962155 10.60304451 13.53472055 9.96042888 4.52699525 7.32326377 10.19992283 10.20647254 10.40613803 10.25345385 11.29056765 11.16232190 8.20345323 8.03025054 7.28187997 10.83044707 9.66628064 5.11195357 1.30462785 0.71966535 -0.28033465 8.92176121 11.38119294 8.65627540 8.39029365 9.97458939 10.87445564 2.42007812 9.31862053 9.99051685 11.73766378 10.35217842 8.42699682 5.82816188 10.20496368 12.87824720 11.95729565 8.66946407 4.77209679 10.85374292 9.27901458 12.09059730 9.10442132 9.83207700 9.02113378 9.57216700 11.75064942 1.04159345 9.78774392 4.86938286 7.46447142 10.59500287 6.46521048 7.91350759 2.52699525 11.15087391 8.01884556 10.85310086 8.97348500 10.31396208 9.76266474 11.36821980 9.98173238 8.08814372 NA 8.57294725 6.69118099 10.82587330 8.74200520 11.07753583 9.29233774 7.39559497 9.91316288 8.67092211 -1.28033465 4.67383340 5.34899366 6.95239414 4.69691747 0.71966535 10.02341824 5.02341949 6.15426522 8.98173223 5.53265047 NA 11.51628557 10.59000228 10.99080868 11.04522405 9.09032497 9.20546680 6.80056215 10.25588472 10.65848196 10.83044707 9.98466639 11.57917227 -0.28033465 8.46783050 -0.28033465 10.16465230 8.40613824 9.55805368 10.32789234 13.34927873 13.14884808 4.07719172 9.72174928 10.33664569 0.30462785 3.09188598 8.62502459 -1.28033465 1.52697021 6.84892084 7.59308182 14.59771238 10.52458324 7.17084843 8.19739561 9.37606243 10.45941809 8.52215386 9.25910650 10.65921673 0.71966535 3.36349351 10.32280021 9.41747386 6.96756520 3.11194940 11.49997222 9.17701832 11.12610830 9.77016634 6.62050430 10.10496063 5.96756520 4.55959582 10.92267954 -0.00083160 -0.00083160 0.01724800 0.00485790 0.54965000 -0.00553750 -0.00318590 -0.01106000 -0.01852400 -0.02055400 -0.02055400 -0.02055400 -0.00083160 -0.00083160 -0.00083160 -0.00141260 -0.56773000 -0.56773000 -0.56773000 -0.56773000 0.02539000 0.00485790 0.00903120 -0.00981850 0.00277450 0.00277450 -0.01106000 0.00027728 -0.56654000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.558 0.000 0.525 0.525 0.000 0.000 0.000 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 -0.558 0.000 0.525 0.525 0.000 0.000 0.000 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 9.755811 12.061851 12.896746 10.173423 8.568261 11.437742 6.691181 5.145902 8.894363 5.986425 11.362141 9.348584 4.673833 8.912091 7.674358 8.270384 10.577230 6.384974 10.111955 7.817669 7.788416 8.526026 10.027112 8.046067 7.447558 12.442445 12.868035 9.083772 10.073887 NA 8.653328 6.869384 9.745469 10.736446 11.330893 7.856628 9.747543 6.725263 9.671651 7.289493 7.702631 9.900168 7.626528 4.179073 7.916854 8.614455 12.411272 8.472854 12.584114 5.172828 9.305539 9.766079 14.960969 11.042974 13.223650 10.653328 1.719622 11.989056 10.552132 10.420511 8.954455 8.426997 8.883287 10.102262 11.377403 11.472014 6.785727 6.977026 13.654547 11.080485 10.298953 5.162581 10.027976 NA 10.970824 -1.280335 12.602949 11.137988 10.251993 10.435171 10.167754 6.656276 7.437314 9.712576 8.748925 6.919310 11.951283 3.526995 14.169463 12.197016 8.343519 8.534380 10.273747 4.420078 -1.280335 8.491127 7.835982 9.603808 9.411381 11.788584 12.615781 9.779658 1.304628 9.567478 8.593081 8.732262 11.172136 9.594619 4.719638 10.534620 4.392063 9.100099 8.656275 3.807097 10.595003 11.121850 NA 12.435385 12.794114 10.609142 9.913163 7.254913 11.031386 10.725613 12.015359 9.886692 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 1 1 1 2 2 3 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.0065505 1.5170741 11.1796104 10.6112934 10.0582999 10.0624862 4.0238320 6.4580588 9.8752800 8.2295634 8.0556772 9.3897341 9.7229463 10.3223820 7.2968465 13.4959390 0.9534515 -1.3684766 3.4388650 10.4556742 7.6087908 8.8360822 10.6055670 3.6315118 NA 9.6928822 6.4580588 10.4329324 6.9076358 11.0243650 8.1667862 NA 2.4388783 NA 12.8080738 7.8651307 9.7049831 2.4388783 9.3241265 8.6704300 7.9824500 11.4730754 9.6016169 3.0909381 7.5141538 4.0577795 9.1956606 -1.3684766 NA 8.5202541 9.3543186 10.8324096 8.6745383 9.5936841 9.8871298 10.2798686 0.2164859 10.0393099 8.3696035 9.1324026 3.2158649 9.8900770 6.0744541 NA 8.5871609 13.8148750 2.6315001 8.4275504 12.2728854 9.2023154 4.0909466 6.8888991 10.2708517 10.9568164 9.1658140 10.8714078 11.8944207 10.8809208 8.9534390 8.0387786 8.3423174 10.9258446 9.1757993 0.9534515 -0.3684766 0.2164859 -1.3684766 8.9352918 10.3444678 9.6329192 8.2572200 10.5203760 9.5857073 8.2145935 9.4452922 5.5857077 12.3646323 10.3657973 9.1521297 4.5857077 11.2640518 12.2831233 10.7265783 9.0024708 4.4722278 10.2416131 9.9064714 11.7973601 9.0130541 10.8241120 9.4925979 8.6497110 9.8008096 1.9534515 7.8039386 5.9978343 8.2202255 11.3034943 11.9930107 8.7727114 4.8014381 11.6550921 9.3302157 11.5034162 8.8699158 10.2230333 10.5030312 12.2257189 9.6607982 7.5972950 -1.3684766 9.0313230 7.5202541 9.5064923 8.6073588 10.5625366 9.1243656 7.1393058 10.2572199 7.9934547 3.8014381 9.3457565 6.7242683 4.9331005 4.4388650 2.5384140 10.7196367 7.4259267 6.5018754 9.5959819 5.9309927 NA 10.7400355 10.6462289 11.1949456 10.8657297 8.6301015 9.1774407 6.7276986 10.9090890 12.1832193 10.7239379 10.0811756 11.5809730 NA 7.6427384 0.2164859 9.4925979 9.3972115 9.2852517 9.6350290 13.5564626 14.8782516 1.6315234 11.0937576 10.1817768 -0.3684766 3.3821139 8.6201956 1.2164859 NA 7.2388413 7.6201956 13.7565612 11.0562101 8.2932712 9.3797039 9.5458962 11.8412689 8.5187314 9.0090577 11.1604534 1.9534515 1.8014484 9.3922309 9.7341429 7.6173529 5.2462218 11.5954908 9.6173529 10.9140203 9.3318640 8.5666759 10.8348590 7.6399397 5.2779624 9.8524938 0.00332990 0.00332990 0.00372790 -0.00581400 0.67085000 -0.00830050 -0.00055444 -0.00940460 0.01084200 0.01084200 0.01084200 0.01084200 0.00332990 0.00332990 0.00332990 -0.00315920 -0.68843000 -0.68843000 -0.68843000 -0.68843000 0.00372790 -0.00581400 0.00000000 -0.00138580 0.00097064 0.00097064 -0.00664320 -0.00401620 -0.00027724 0.000 0.000 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 11.0379818 11.5537237 12.0145402 10.5540954 10.5507468 11.9422658 4.2164704 1.9534515 7.6313983 0.6315234 12.8567184 8.7532000 6.6145052 7.3709201 8.5114617 8.6594169 10.4400731 8.3388701 10.7139928 10.6458802 8.9657843 8.7504521 9.6269813 7.9735854 7.3662208 11.1467180 13.2037375 10.475825 10.294179 NA 8.813905 7.700289 10.359431 10.235601 11.421859 10.010348 9.272660 7.865131 9.369603 7.458060 7.264506 8.968018 3.331949 4.608792 9.220226 8.706990 13.533179 9.751101 12.051340 6.266177 9.045139 11.961728 15.122268 11.187059 14.068353 10.524054 1.631523 10.949489 10.442083 9.911122 8.968018 9.152130 9.312749 10.292398 9.020604 11.502644 4.489492 6.526329 14.181644 11.188257 9.388901 6.386399 9.223033 NA 11.545709 -1.368477 12.560214 11.820546 10.971083 11.1263666 9.9735857 6.7710629 6.6649336 8.8274983 9.2304939 6.0409012 13.3154147 2.0909550 13.7442763 12.2808795 8.4972443 9.0665354 10.1318550 1.6315234 -1.3684766 9.3083495 8.6413397 9.5011049 10.0275805 11.2267685 9.8354706 11.3431780 0.2164859 9.6820398 8.3963826 9.2023154 11.2510432 10.2027897 0.9534515 9.5798782 6.9489232 8.9284272 9.6329192 4.9169113 11.3034943 11.0323904 -1.3684766 13.0121750 12.4828697 10.6490154 10.2572199 8.0409017 10.8191724 10.3504719 11.2791291 11.2438197 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 1 3 1 1 3 4 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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9.0495483 5.7228731 10.4214813 6.5188577 10.5079741 -0.7848806 8.4981655 10.9046385 3.0224388 11.0400360 10.1663620 7.8768552 NA 10.4558686 10.7227183 9.5482326 7.7503526 5.7228731 0.7999991 9.3482196 8.2972263 10.9306104 2.6745058 6.3340176 9.1649039 1.8000405 10.0127388 10.4671514 6.2374452 12.5026281 12.3340184 8.9172500 10.5160017 10.7896708 16.1667718 NA 8.2594716 8.4630048 4.0730576 7.9997120 8.6724582 6.8297874 2.3042482 11.1616181 10.3762092 10.0103053 8.9615915 4.1692756 1.5369978 9.6517888 7.9666214 8.7638992 9.6528294 9.8580315 10.3768391 6.2374452 13.9567023 0.2151194 NA 4.6413437 10.5966203 7.5901169 8.7906166 11.6079314 NA NA 10.1354302 8.8892697 10.8126737 9.1721795 10.5944557 8.5682241 NA 7.9632701 0.7999991 11.5936431 7.1692736 9.4759968 1.5369978 9.1837440 7.6580208 7.6497053 10.6714317 8.3749486 3.2150728 7.4098339 3.4630077 9.6297626 -0.7848806 NA 8.2037620 8.9964371 10.1634445 8.1750794 10.6938469 9.8544181 9.9707995 0.2151194 10.1174525 9.8480725 8.8876971 3.2150728 9.7773198 3.6745058 NA 7.0605673 14.0611553 5.1219686 8.8892697 11.6273825 9.8084684 4.1692756 6.6662879 9.7991003 10.6978853 9.8688181 10.6234070 11.1839421 11.1129227 8.5571520 7.8553220 7.5459938 11.0977203 9.0181267 5.5188593 3.5370102 -0.7848806 NA 8.9699649 10.2992213 9.2164854 8.0574275 10.0319570 11.9845019 5.4438950 8.7307772 6.2918927 11.6465749 9.9336101 8.5901166 4.9699655 10.8544180 13.2441056 12.0856347 9.3275167 2.2681948 10.7352048 9.5966203 11.9760051 9.0192082 10.5296605 10.3711603 9.3078345 8.9480927 1.2150573 7.7696660 6.2594721 8.1663620 11.1539218 6.7885735 8.8737351 3.3850030 11.4144429 8.3025402 10.7976897 8.1952167 10.1851832 9.8288667 11.6811538 10.1091371 7.9666214 NA 8.6621606 6.8444334 10.0769397 8.3546285 10.6819848 8.9276044 8.1952167 10.1083789 7.8589334 0.7999991 7.6745087 1.8000405 2.5369978 4.6073954 2.0224388 10.5137127 5.2374452 7.0224322 10.8398728 5.9429977 NA 10.7464587 10.5933722 10.9628507 10.5543706 8.2065993 8.4049018 6.2165422 10.5504676 12.1616181 10.7797032 9.8901522 10.9703822 -0.7848806 8.2512509 -0.7848806 9.5987817 8.5073990 9.4736433 9.1980708 13.8405578 13.7435925 3.2150728 10.6271178 9.9590701 NA 4.3619789 8.7754101 0.2151194 NA 6.6329298 7.5987813 13.7685866 10.8224076 7.7581093 8.7109324 8.9514791 11.5403827 8.0352560 8.9365355 11.1242203 3.3025384 2.6745058 9.3787271 8.6413419 7.4196484 5.0479658 11.1268438 9.5392579 11.0542811 9.6215587 8.6116822 10.4912017 7.3900030 3.9155209 11.0167857 0.0072217 0.0072217 0.0023581 -0.0110290 0.5498300 0.5336200 -0.0040162 -0.0042929 -0.0106330 -0.0106330 -0.0106330 -0.0022168 0.0072217 0.0072217 0.0072217 -0.0073339 -0.6059200 -0.5942900 -0.5942900 -0.6003300 0.0023581 -0.0110290 -0.0019399 0.0012481 -0.6001100 -0.5850800 0.0000000 -0.0013858 -0.1635700 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 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11.185895 10.747920 10.6897973 10.2811665 5.6244694 5.4438950 9.4098341 9.1750792 6.4818640 12.7800389 1.8000405 13.5293773 12.5244115 8.4414893 9.2529811 10.1384048 3.8000405 -0.7848806 8.9699649 7.9155167 9.0511276 9.7953359 11.6572433 11.5228473 10.4086026 -0.7848806 9.5426299 8.3157397 8.7677465 11.5998611 9.6755332 2.0224388 9.7513245 7.2094309 10.8108010 9.2164854 4.8875009 11.1539218 10.7663049 NA 13.0847675 12.5364417 10.5415068 10.1083789 8.0479675 10.6668035 10.0151683 11.1148458 10.6560503 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 1 1 3 2 2 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.6628834 8.0072331 10.7362189 11.7399570 10.8579373 10.4939370 12.2889887 2.8728091 10.2259538 9.2807828 10.2096853 10.5563865 7.5639688 9.1497067 5.2765302 9.9668846 9.0814478 11.1557023 8.0424315 5.8347390 NA -0.7121731 10.1543507 9.8886866 4.5357730 6.8576999 1.2878269 8.7307880 9.6645125 10.4724099 6.3322389 2.3753175 10.3542701 9.5064078 5.6365724 9.2793664 4.4972994 10.7536660 NA 7.9986508 11.2255861 2.4577781 10.1286224 10.0935883 7.4197015 -1.7121731 11.0129466 10.8187043 9.5118461 7.9865492 5.0692038 NA 9.4337765 8.5130521 10.5970366 NA 5.7876910 8.6508841 3.3322353 10.1754459 9.0951995 5.8803010 10.8461959 14.9238743 9.7483004 10.5351786 10.5226619 16.4786626 NA 8.2779485 10.1395936 4.2878416 7.2962729 8.6769380 6.1016249 0.6910874 11.3122916 11.0155523 9.9007130 10.1879565 3.5357668 3.8114094 9.9094385 8.0576826 8.4145491 8.6209998 9.6919216 10.6007274 6.7635776 13.3012544 0.6097550 -0.1272106 6.6409910 10.7096463 7.5709327 8.9108115 10.3609818 2.6097786 1.7472585 10.2575907 7.4899683 10.1738039 8.2622588 10.4283547 8.3713236 NA 3.3753036 0.2878269 12.4612874 8.2274239 9.7493239 2.1947490 9.6801619 7.8133650 7.8153212 11.4518086 9.3686621 1.8727894 6.6276944 3.6801668 8.9388962 NA NA 8.3659952 9.3417703 10.7465074 8.3512396 10.6500623 9.9190215 10.4232332 -1.7121731 10.3383734 7.3989805 8.7099092 2.5357793 9.9057710 5.3322389 -1.7121731 8.6897905 14.3859588 2.5357793 6.8728066 13.4188976 9.6956433 2.7472800 7.0055213 10.4618338 10.7354443 9.7369931 10.7258566 12.0741437 11.1798180 8.5381427 7.2850239 10.9553996 10.9815492 9.1815404 3.7797010 1.4577519 -0.7121731 NA 8.6683057 10.2167329 9.3274489 8.1175673 9.8213299 11.2633342 4.2185797 9.4145489 5.6187614 12.2005467 10.6442964 8.8433922 5.2651255 11.5610573 12.3232450 10.9854636 9.4764333 4.7268040 10.5440531 9.9167456 11.8590045 9.3046527 10.7266363 9.2391292 8.5755570 10.7864444 4.0951987 4.2185797 5.7796983 8.7736736 11.0446093 12.3038440 9.0902720 3.1947332 11.4172885 9.1939834 10.9341782 8.6108993 10.3525873 10.4248356 12.0776837 9.8798342 6.7876897 -0.7121731 8.7696438 7.1765881 9.5190657 9.2362118 10.8226556 9.1826623 7.7411150 10.1100170 7.2765292 0.6097550 7.4401292 5.1458242 2.3753175 5.0014014 -0.1272106 10.4819857 6.7956397 7.0919759 9.8011527 5.3985624 -0.7121731 10.8840343 10.7734223 11.2207973 10.4875168 8.5190657 8.7522983 6.0311989 10.6527998 12.1942654 10.8240917 10.1124055 11.3659953 1.7472585 8.3198902 NA 10.0008013 8.7656027 8.7235149 9.8614916 13.9049962 15.3511447 1.4577519 11.2988969 10.2310919 -1.7121731 5.2244841 8.4302066 -0.7121731 NA 7.2096853 7.2478468 13.9123544 10.8274977 8.1096186 9.2347509 9.5680353 11.7626911 8.1064268 8.9935286 11.1288190 1.7472585 1.4577519 9.6387836 9.6628839 7.3806013 4.9317020 11.3202346 9.6063873 10.8870600 8.9638015 8.2391292 11.2087555 7.6254663 4.9863427 9.8770275 -0.01312700 -0.01312700 0.00336300 0.00009688 0.00903120 -0.00166290 0.01070300 0.00180300 -0.06585000 -0.06585000 -0.06585000 -0.06585000 -0.01312700 -0.01312700 -0.01312700 0.00062790 -0.78631000 -0.75771000 0.01028500 0.01028500 0.01028500 0.00009688 -0.01009400 -0.76330000 0.00000000 0.00000000 -0.00373950 0.00861350 -0.01216200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.757 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 -0.755 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.757 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 -0.755 0.000 0.000 0.000 0.000 0.000 11.024669 11.568615 11.254170 10.831118 10.175827 11.477051 3.194733 2.375318 7.134181 3.194733 12.338968 8.286266 12.426276 7.163717 8.200030 9.025092 11.525503 8.328134 10.595615 9.220059 8.596183 8.279678 9.994310 8.663970 7.535772 10.726636 14.434632 9.9509578 10.4829091 -0.1272106 9.2715506 7.5847604 10.1274419 10.6841817 11.6541667 9.5136544 9.3904764 7.2821979 9.4363211 6.2185816 6.1458262 9.3871923 6.7676243 6.2821970 9.2413135 9.5226620 13.5057643 9.2288920 11.9071474 6.0622361 10.1364674 12.4551842 16.8476435 11.3618186 13.6347044 10.5584318 2.5357793 10.8349800 9.8742151 9.8040369 8.8250628 8.8433922 9.2793664 10.2255861 9.7245560 11.5876234 2.2878564 4.9460571 14.5003754 11.2733307 9.2014819 8.0708428 10.6153971 NA 11.3567907 -0.7121731 12.4277954 11.4109247 11.0065914 10.736219 10.209685 5.015765 5.850087 9.211915 9.020012 6.587053 13.083710 3.242038 14.570860 12.422271 8.552287 10.167539 10.146603 4.069204 1.095182 9.381922 9.096809 9.294872 9.820200 11.555070 10.530423 10.463082 0.609755 10.218582 6.247846 8.959386 11.201669 10.018315 2.194749 9.892398 6.212657 7.946056 9.327449 6.082260 11.044609 10.809936 NA 13.316139 12.368995 10.658259 10.110017 8.355279 10.771156 11.351408 12.046171 10.391909 TCGA-B0-5696 69 0 NA 1727 kidney stage iii t3a n0 m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 90.48.0 NA NA 1 3 2 3 2 1 2 2 3 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 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 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 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 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 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1.31834577 9.22005468 7.78243412 11.08745528 -1.48883561 5.49965458 9.84378510 3.26585692 9.81760231 8.65690318 5.90328898 10.50395530 13.32630419 8.96424151 10.71248229 10.82158371 16.84638746 NA 8.65944760 10.48968141 3.26585692 7.15482722 8.35174890 6.55536524 0.51096192 11.30579290 10.98543739 9.51659553 8.69584631 4.26585692 7.56353874 9.71064322 7.67838887 9.02074581 9.59511498 9.72042435 10.59611138 6.29887272 13.59378528 6.44170756 NA 4.39361526 10.69336525 7.50249291 8.66958064 10.97065870 1.97041195 -1.48883561 9.81930989 7.66831772 10.70325447 8.22693282 11.30233733 9.45495088 NA 2.68088692 -1.48883561 12.63541540 7.03453268 9.63185676 2.41786601 9.23718916 8.70203031 7.59577963 10.49503334 8.08082659 2.09592442 7.34386081 4.03453268 8.64025398 NA NA 8.48107689 9.53056162 10.40957232 8.16381570 9.53056162 9.51799824 10.48860860 1.31834577 10.69088000 9.95495047 9.15943644 3.18339123 9.49111052 3.90328898 -0.48903808 6.91611234 14.56209489 3.72042076 6.45933817 13.61376683 9.94924295 3.59843667 6.47097280 10.60537858 10.21227738 10.15617904 10.17363929 11.60259476 11.24610383 7.94559893 9.66831790 8.95287750 11.18472165 9.83443676 5.22521708 0.09599191 -1.48883561 NA 8.93828373 10.24398628 8.50107484 8.13850476 9.83797903 12.03844795 4.26585692 10.03011574 8.22521660 12.27065111 11.08035187 8.38287602 3.75890009 11.48413017 12.91764099 11.28555215 9.44466168 2.37292425 10.61294662 9.75711778 12.33742012 9.39055420 10.08556448 9.12199578 8.51237900 11.51747236 1.09592442 7.50532409 5.44170922 7.34702158 10.94898302 8.09540757 9.80789857 3.64025072 11.70094990 8.30538691 10.71431894 9.40123516 10.09921708 10.35410687 11.56387855 9.88220299 7.00682648 -1.48883561 7.97040274 6.29887272 9.82781807 8.87072042 10.81507407 9.40881629 8.06939176 9.38441510 7.67336208 1.31834577 7.87510548 3.31833130 2.31831684 3.79636933 2.31831684 10.79376976 5.27915553 6.95805385 10.26236856 6.41183805 -1.48883561 11.01653441 10.90677277 10.58310355 10.50355526 8.57166695 7.46807333 6.45764354 10.44059918 11.68355470 11.03624705 9.83796216 10.77277206 -0.48903808 8.94976282 NA 9.53749429 8.44466168 9.23207022 9.60900305 13.67166963 14.13010192 3.59843667 11.09099391 10.49930059 NA 3.31833130 8.66578891 0.51096192 2.59843667 5.55536524 6.91185094 13.72042431 11.49164965 6.87291492 8.69460618 9.47169696 11.16247114 7.84412637 9.54860019 10.88546706 1.97041195 0.09599191 10.63509221 9.19747154 6.79174115 4.95391240 11.32314823 9.07034800 11.87551600 9.49253821 7.81246742 9.77306583 7.15121548 3.72509763 10.58142733 0.0000000 0.0000000 0.1327300 -0.0083111 0.9274400 0.0169710 -0.2875700 -0.0111400 0.0402440 0.0402440 0.0402440 0.0382910 0.0000000 0.0000000 0.0038046 -0.0051356 -0.5541200 -0.5541200 -0.5541200 0.1327300 0.1327300 -0.0083111 -0.0071380 -0.2875700 0.0031103 0.0031103 -0.0111400 -0.1043700 -0.0017434 0.000 0.000 0.000 0.000 0.325 0.325 -0.104 0.000 0.000 0.291 0.291 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.187 0.000 0.000 0.000 -0.421 0.133 0.000 0.000 0.925 0.925 0.000 0.000 0.000 0.000 -0.288 -0.288 0.000 -0.353 0.000 0.000 0.000 0.000 0.000 0.000 0.325 0.325 -0.104 0.000 0.000 0.291 0.291 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.187 0.000 0.000 0.000 -0.421 0.133 0.000 0.000 0.925 0.925 0.000 0.000 0.000 0.000 -0.288 -0.288 0.000 -0.353 0.000 0.000 10.483233 12.317621 10.919301 10.594783 9.232925 12.216279 2.318317 1.095924 7.810179 4.095933 12.235591 8.437296 12.285140 10.253929 7.795587 8.324752 11.085564 7.183396 10.252859 8.954951 8.265858 8.977506 10.296906 7.453485 7.493964 11.914782 12.450550 9.365060 9.789420 -1.488836 8.242290 6.538876 9.947162 10.985184 11.184501 8.875105 8.997806 6.140327 9.596443 6.423860 6.088400 10.497524 4.937236 6.805592 9.348599 8.875105 12.440044 7.976537 12.255069 5.884881 8.881658 10.782142 16.138027 10.911317 14.390746 10.270027 1.680909 11.029132 9.280809 9.687767 8.646680 8.382876 8.895755 10.085091 9.348599 11.269819 2.680887 5.169183 14.216565 11.438008 8.678389 6.399715 10.115524 -1.488836 11.029624 NA 12.683477 10.654973 10.626990 10.0949938 10.0770250 5.0501316 6.0187655 9.2750131 8.2608405 7.3375193 12.9511231 3.2658569 15.1936364 12.2530698 8.0559353 9.9904279 10.7442910 3.5553622 -1.4888356 8.8418879 8.4402293 9.5567306 9.3874879 11.5714980 10.6661054 10.7130948 0.8329305 10.0669980 8.3070104 9.0996855 10.9678387 9.2832854 1.3183458 9.6613529 9.1348524 9.2157393 8.5010748 5.0501316 10.9489830 10.8646692 -1.4888356 12.9161789 13.2620965 11.0985141 9.3844151 8.1709671 11.3173192 9.5088561 11.4215649 10.1961533 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 1 2 3 1 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 4 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 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8.8311429 5.7542649 9.6758761 9.5131172 0.3534362 1.5503097 3.8452391 8.8740032 8.5283103 4.6753135 6.1215687 10.8559677 12.3620758 10.8774364 10.2432687 11.5506013 2.0538412 9.5382599 8.5082028 10.7555972 10.5692209 8.8964163 8.8915735 5.8209907 8.7153282 9.2090317 13.4420486 8.3541312 5.6753135 -1.6465638 2.1607266 10.1494241 9.7103866 5.7370891 7.9588641 4.0813055 8.6651330 9.3812905 9.5063032 7.1182559 3.1607427 11.6843014 9.1453613 10.0147174 12.1799330 8.2375551 10.3871516 -1.6465638 8.4749182 11.0244833 2.6013162 11.7959394 10.5567326 7.4800890 NA 10.9109967 10.5638094 9.7437792 8.2206632 5.5530563 2.8128062 9.9141950 8.4167798 10.5490643 3.4826676 6.8730208 10.4371962 6.5082020 9.5376401 9.7180663 5.8452366 10.5908276 13.0282389 9.7473112 11.1486125 9.0572881 16.0883058 -0.6465638 8.4275261 10.9357618 4.5031324 7.6525926 7.6571655 6.0044362 2.2602666 11.2027897 11.0335242 9.8522338 8.1116078 2.9383423 0.3534362 9.4993167 9.3242094 8.6001251 9.2715025 9.8759662 10.8983490 6.8847664 13.6145980 6.9717700 1.1607266 6.5082020 10.4573280 7.7392466 8.5858053 10.9634866 0.9383234 -0.6465638 8.7786005 8.5182916 10.2081322 7.4671270 11.5559676 8.9279782 -1.6465638 7.2451686 2.4408459 11.6866797 7.7284239 10.1082721 6.2542520 10.0838546 8.0293413 7.8944813 11.3142915 9.2082529 2.2602666 8.2082529 5.6480052 9.2283659 6.8169094 NA 8.5018611 9.6820595 9.5658810 8.7054281 10.8532305 9.3313799 10.2287499 3.8452391 10.4500997 8.4736226 9.2098101 4.3075815 10.4103609 3.6753079 0.3534362 6.3646110 13.5869293 4.3533868 10.2841218 12.3922178 9.6341552 5.7370891 7.7021124 9.8611792 10.9983674 11.1514512 11.5200184 11.7507905 11.1882506 8.1526661 8.3406486 9.6042750 11.3976079 9.6062214 4.8452391 7.0813055 -1.6465638 NA 9.6910065 10.6300905 9.8457384 7.5182912 9.7707625 9.5345367 4.3977756 8.3604117 6.0398841 12.1669654 9.9790935 8.8107654 6.0607435 11.6154794 12.4314520 11.2295177 9.1286161 5.2916699 10.3544408 10.0003932 12.0597726 9.3191688 9.7229818 8.6583061 9.7240719 9.4910161 0.9383234 6.7499887 8.9477091 8.1862747 10.8574587 5.7940883 7.8754557 2.9972382 11.1009482 8.2870751 11.2088370 8.9374074 9.7780758 10.4018715 11.3006562 9.9270317 8.8169091 NA 8.0555574 7.0982185 10.7900961 9.1663640 10.8042736 9.2565132 8.4967679 10.7523954 8.8906029 3.9079770 5.3306660 3.9680908 3.0538238 3.4408459 -0.6465638 10.5661849 4.9827426 5.7370891 9.7100401 5.4929363 -0.6465638 11.3881835 10.6563090 10.9187247 10.6719274 8.6696660 9.3950232 7.7277503 10.5236226 10.9416307 10.9149112 9.8959328 11.6229496 2.1607266 8.6131279 -1.6465638 10.3837069 8.2677699 9.3519750 9.8978660 13.0849157 13.4227504 3.0538238 11.2346897 10.3360217 -1.6465638 4.6201700 8.2645819 1.3533798 3.7109331 6.9607144 8.0520892 14.5275300 10.1015775 8.0133802 8.4474622 8.9467756 11.5714937 9.0160530 9.2764594 11.0927433 3.1082735 2.9972382 9.9031692 9.5707365 7.4954913 5.8925440 11.7065314 9.7142316 11.3220513 9.1826079 6.6843012 10.0324247 6.7065319 4.7639639 10.3256464 0.00694350 0.00000000 0.00434930 0.00374650 0.40289000 -0.00180140 0.00000000 -0.01354000 0.00083195 0.00083195 0.00083195 0.00083195 -0.00567570 0.00278700 0.00630330 -0.00691950 -0.40904000 -0.40904000 -0.40904000 -0.40948000 0.01126100 0.00374650 -0.00124730 0.00000000 -0.00207840 -0.00207840 -0.00802440 0.00235810 -0.40340000 0.000 0.000 0.000 0.000 0.376 0.376 0.000 -0.403 0.000 0.378 0.378 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.405 0.000 0.000 0.000 -0.409 0.000 0.000 0.000 0.396 0.396 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.376 0.376 0.000 -0.403 0.000 0.378 0.378 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.405 0.000 0.000 0.000 -0.409 0.000 0.000 0.000 0.396 0.396 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.285599 12.193277 10.254629 10.519861 9.702666 10.560094 6.643403 5.430202 7.443497 5.892544 12.307399 8.729358 10.882327 8.170368 7.838449 8.217571 10.982513 6.492936 10.360762 10.898590 7.892543 9.198224 9.798679 6.949575 7.798399 11.766880 12.583555 9.9768088 10.1186707 NA 8.3392265 6.9790936 9.7595896 10.5734605 11.3986323 8.0398852 9.6628610 7.4619091 9.8939969 6.7880122 8.8097389 10.3159192 7.0080207 6.8452379 6.7065319 8.9781799 13.2465913 8.9175341 13.8469899 5.8346986 11.4096836 10.0607438 14.0141604 12.1113995 12.9178913 10.8663718 2.3533798 10.5466018 10.4385250 10.7638359 9.1215690 8.8107654 8.9222906 9.8547241 11.7801735 11.5167198 5.5725532 5.6571655 13.2689587 11.2630902 10.1388370 7.9156273 10.3112121 -0.6465638 10.9451406 -0.6465638 12.9034098 11.2997352 10.8487400 10.85596775 10.75559724 6.08809494 8.57738615 9.24364885 8.93364315 7.35056443 12.84014606 2.81280624 14.77364088 13.70100592 8.48652695 7.96012302 10.59238630 5.58220372 NA 9.31411054 6.93081302 9.54567730 9.64743090 11.54197339 12.72148171 9.97452071 -0.06160128 10.95631531 8.77018220 9.65430897 10.79295578 9.51451642 3.84523913 10.83619249 5.46190830 7.29002253 9.84573842 4.02580842 10.85745870 11.07597866 -0.64656378 12.32528729 13.18834932 10.46940352 10.75239537 7.48524165 11.09400859 10.71368301 10.76734825 10.32360549 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 1 3 1 1 2 1 2 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 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 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 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 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6.4600856 11.1833757 NA 7.7208496 10.9489105 0.7321389 11.7008314 9.9195166 7.7433918 NA 10.5006963 10.0764605 8.4600852 6.9800916 NA NA 9.3505501 7.6025296 10.1309084 0.7321389 7.3468745 9.0897166 3.0540844 9.7489729 10.2359904 4.1915942 11.8190041 13.2297670 9.2790592 11.2742292 10.3633416 16.0637114 NA 7.7765587 9.9633858 3.5395187 7.5776547 7.5776547 3.3171304 0.7321389 11.5705807 10.6658552 10.9765285 9.4291322 0.7321389 3.9020929 9.3171272 7.8089803 7.7208496 8.2320107 9.7461851 10.3450332 6.7765594 13.5200672 NA NA 4.3171304 10.2498340 6.8196273 8.7489730 10.9108295 2.3171304 NA 10.0036277 6.3468736 10.2771677 8.6979489 11.2129548 8.0984869 NA NA NA 11.3930519 7.1915962 9.0984869 3.5395187 9.2399593 8.6209078 8.1915962 9.3431895 8.1500173 2.3171304 7.5395194 4.3171304 9.2790592 NA NA 8.1072040 9.7321645 9.5713683 8.0450476 9.6569772 8.8869826 10.4412484 NA 9.5587130 7.8920358 9.0941083 3.5395187 9.8920359 5.7321634 NA 8.0984869 13.6197660 NA 8.8665909 13.0962993 8.9269216 3.9020929 5.0540931 10.2320105 10.5053038 10.1688762 10.9930842 12.0099867 10.9621850 8.2635462 8.7655875 8.1667928 10.5650547 8.8976746 4.0540931 0.7321389 NA 0.7321389 9.3615212 9.9391790 8.8562858 7.9609831 8.9836469 10.4395237 3.0540844 8.6390552 6.8819117 12.4429710 10.2419397 8.8717158 3.0540844 11.1330441 12.3015456 11.8646643 8.7433918 2.0540844 9.7151582 9.7151582 11.0059602 9.2280197 10.3114805 9.6360465 9.2280197 8.4532636 1.7321824 3.0540844 5.9800916 7.5523433 10.8354524 10.1294756 9.2238173 2.3171304 11.5118840 8.7377892 11.2905853 8.6629019 9.5069518 10.3114805 11.7101600 10.1956890 7.5135247 NA 8.1072040 6.7094450 10.1563309 8.8717158 10.5050235 9.1997702 7.3171268 9.7738238 8.8511056 2.3171304 6.8196273 1.7321824 7.6264975 2.7321606 NA 10.5085976 5.9416181 4.4326054 9.6022210 6.0540931 NA 10.7915090 10.0359454 10.9379578 9.8459068 6.9989514 9.0359452 6.8132489 10.9133168 10.9244574 11.0279336 9.8275617 11.8888798 NA 7.7094444 NA 10.1605248 9.0359452 9.1956889 10.0427774 13.5182300 14.5749078 1.7321824 10.1436756 9.7545325 1.7321824 4.1915942 7.5523433 0.7321389 NA 6.7545321 7.0720147 13.5994433 10.3450332 7.7874468 9.1500171 9.3903760 11.6216686 7.6979489 8.7738236 11.5077749 0.7321389 1.7321824 9.5200672 9.1244819 7.2557264 3.9020929 11.6739459 9.3133651 10.7669636 9.2596416 8.9416181 10.0336609 6.4045898 3.3171304 10.3302171 0.0072217 0.0072217 0.0031910 -0.0069195 0.6753100 0.6814300 -0.0023553 0.0018030 0.0193630 0.0193630 0.0193630 0.0193630 0.0072217 0.0072217 0.0072217 -0.0081048 -0.7142600 -0.7142600 -0.7142600 0.0031910 0.0031910 -0.0069195 -0.0151910 -0.0023553 -0.0030475 -0.0030475 0.0018030 -0.0041546 -0.2178700 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 10.4566784 11.4317371 10.6599426 10.4256516 9.6688026 11.5167995 4.6390527 0.7321389 7.3171268 4.4326054 11.9639858 9.0211230 6.2557273 7.2292976 7.6000608 9.0897166 10.9942594 6.1915962 10.2379762 11.6450539 8.3171272 8.5315109 9.4004113 8.3095932 6.3468736 10.9549595 14.1104595 10.8380731 9.9464838 NA 8.3394951 7.4464101 9.9919078 10.1936440 11.4643320 7.7433918 10.0336609 7.6863612 9.4870522 6.3760212 9.2674401 9.1751081 6.0175679 2.7321606 7.9020899 9.8614477 14.5822537 8.8143136 13.2727770 6.2424939 9.9513331 12.0825513 14.1935162 11.5085977 13.3576452 11.0585941 0.7321389 10.3975005 7.9705695 10.2848337 8.3760207 8.8717158 8.8562858 9.8970716 11.2270202 11.4239081 0.7321389 5.1915982 13.8116327 10.9391789 9.1457926 6.9020893 9.1415557 NA 10.9489105 NA 12.6621627 10.8665781 10.7942107 10.634540 10.010614 5.732163 7.302020 9.040504 8.798254 4.819627 12.925662 NA 14.591699 12.438661 8.453264 8.856596 10.237976 7.626982 NA 8.715158 5.980092 9.166793 9.513524 11.439524 12.231512 9.914559 1.732182 9.593251 9.533065 8.680532 11.416036 9.436068 2.732161 10.374216 8.526581 8.720849 8.856286 3.317130 10.835452 10.968179 NA 12.690355 12.578830 10.673212 9.773824 7.072015 11.070901 10.732165 11.377472 11.379497 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 1 3 1 1 2 3 2 3 3 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 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9.14650682 10.33779950 10.96680528 8.20565252 8.86697812 5.37211283 9.04284567 9.05057108 10.93689848 7.48591140 4.92801494 0.08664791 NA 10.30709001 9.82367724 5.57856441 7.85047754 1.82366785 8.31873260 9.89352967 9.80438807 5.38439178 2.74968443 10.63713781 9.04960763 6.56244546 10.74967664 4.40863714 9.60306826 -0.49817873 7.56783822 11.64465391 0.82366785 11.11967566 10.18868725 8.07160448 0.08664791 10.98343758 10.68310331 9.60803725 7.86588356 4.78715033 0.50171938 9.67979148 8.87352563 10.74641027 2.67167834 6.59450675 9.15638524 -0.49817873 10.41912117 8.60765766 4.78715033 11.13313996 10.20132155 9.92012892 10.40638371 10.05489839 16.56815897 0.08664791 7.92170945 11.08200769 4.40863714 7.78483766 8.39505080 4.17417469 1.73135705 11.74134766 11.67745459 9.32033123 9.47185503 3.89407076 2.96117878 10.03215541 7.18122880 7.92170945 8.82142132 9.65593441 11.00979147 6.81463245 14.51960146 0.08664791 NA 3.92801020 10.71028831 7.54887276 9.15817391 10.81718178 5.82367804 NA 9.85489596 7.97950751 10.65275617 7.46175118 10.65213107 8.10351967 -0.49817873 1.08671584 0.08664791 12.36516109 8.26993361 9.33226441 2.30911797 9.47041586 7.95913026 7.85047754 10.95424779 9.15010673 1.30911797 8.31232074 5.05633641 8.88976647 -0.49817873 NA 7.68165798 9.17946875 10.14560537 7.99560436 11.85199774 9.47185503 10.43359462 0.08664791 9.94469259 8.90476105 10.26958595 3.25663330 9.84881680 5.50174803 0.08664791 9.24742343 13.64018094 -1.49817873 5.44426288 12.91478199 8.79522082 3.96117878 7.27982598 10.64289837 11.19697741 10.24868331 10.78512695 11.93748450 10.50772449 8.26496141 6.84604444 8.85599842 10.45921397 9.08211124 4.25663330 -0.49817873 0.08664791 -1.49817873 9.11461767 11.03410509 9.50456418 8.09046392 9.61079620 11.13792056 3.67167834 9.24152966 3.85930369 11.65482611 10.72303416 9.25830550 4.63103442 12.12128135 12.11381130 11.34802306 8.86409853 3.68642209 10.21599461 10.14334941 11.39410219 8.98657192 11.26101318 9.67854556 9.77437890 7.32192809 2.30911797 9.16441748 6.13110584 8.27653621 10.77408728 10.60681298 9.68684750 2.82366785 11.25057094 9.07917808 11.02629084 8.93429092 10.00159496 10.09467325 11.93063268 9.41014179 5.83266727 -0.49817873 9.22966963 7.44426370 10.39011187 9.55431717 10.70545502 8.83378573 7.17770655 10.24826347 9.12013469 1.30911797 5.04090996 5.88545235 1.30911797 3.71119753 0.50171938 11.02775923 5.55703016 5.85047691 8.98455717 6.25369435 NA 10.90715657 10.74104929 11.52567672 10.91643440 9.09327150 9.91270390 5.53803214 10.09186826 10.60043926 10.35739629 10.41949412 12.36235117 2.82366785 8.06017009 NA 9.94676404 9.11369607 9.02531096 9.62328271 13.16079733 14.13647511 NA 10.22754146 9.83490443 0.08664791 3.67167834 8.12745788 1.50177032 NA 7.05633749 7.50174883 14.60986516 10.33589231 8.70754239 9.09233616 9.65719981 11.28495200 8.33463933 9.00404402 11.63922063 2.67167834 1.82366785 9.58522847 9.41688153 7.62754993 2.82366785 11.47221455 10.09654031 10.63970084 9.86204761 6.94883209 10.38362784 7.69182097 3.92801020 9.90848554 -0.00332430 -0.00332430 0.02020300 0.04939800 0.00624810 -0.03305100 0.00000000 -0.01230000 -0.03653800 -0.03653800 -0.03653800 -0.02647300 -0.00332430 -0.00332430 -0.00332430 -0.00861650 -0.72187000 -0.72187000 -0.71158000 -0.71158000 -0.71158000 -0.71328000 0.01433000 0.00000000 -0.00091716 -0.00091716 -0.01230000 0.01628600 -0.00207840 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 9.723940 11.399216 12.418562 10.688173 9.194365 11.739557 3.359732 2.086716 7.803245 2.961179 11.573044 8.703493 7.312321 8.817544 8.286220 9.330679 12.198934 6.594507 10.504916 9.562445 8.405631 8.188355 9.453231 7.554317 6.676675 11.297180 13.471990 9.7069314 10.5396392 NA 8.8832921 7.7755444 10.4468271 10.2172822 10.8535166 8.5758905 9.3558382 7.6102734 9.6252239 6.5997820 7.4442637 9.2202821 6.0409078 1.8236678 8.5825665 9.3519359 12.7574416 9.2296696 13.1893982 5.8197039 8.6741767 10.9665501 16.2160953 11.9004928 13.1948004 10.8298630 0.5017194 11.2806476 9.5685110 10.6174431 8.3425272 9.2583055 9.5918615 10.0853021 10.6492721 11.7686791 5.0716039 5.9855642 14.0668128 11.3153299 8.6704212 7.9570765 9.5978055 NA 11.8682080 NA 12.7126487 11.8592860 11.0428457 10.9288000 10.3377995 6.5945067 7.3346389 8.8593012 8.8112254 5.9280149 12.4959912 1.5017703 14.6715959 12.0731463 7.5379227 10.5951237 9.8811274 5.0867116 -1.4981787 8.6024116 7.3965671 8.6540341 9.8571002 11.3744240 11.5696876 9.6387402 0.8236678 10.2296696 6.4675338 8.8393710 12.1805693 9.9020950 2.7496844 9.7743789 5.3091034 9.7050972 9.5045642 4.5461413 10.7740873 11.8593011 NA 12.7694868 12.1747269 10.5788986 10.2482635 7.1347446 10.1670850 11.1686388 11.7965537 10.8399117 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 1 4 2 2 2 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.7983661 10.5281716 9.8164519 6.4014137 2.5236623 10.3597205 7.3688591 NA -0.3335161 3.7253049 8.0597230 10.2185504 3.8456004 6.5592945 9.9457350 11.7772813 11.3076506 9.4685285 11.9622541 2.7867009 10.9155582 8.7350719 10.2509100 10.7663679 7.1675265 7.8847365 5.2892037 9.6560413 8.8581669 9.7144825 7.7663871 6.1324802 NA NA 10.2905303 10.0002139 4.8456004 6.8882428 1.2017593 8.3154843 9.5919111 8.7213785 6.9159881 1.5236623 10.2752142 9.2073665 9.5865259 10.0904854 4.9296632 10.9215587 NA 6.8527941 10.5354565 3.4496670 10.2365411 10.1989216 7.2785572 1.2017593 11.0526555 10.9643110 8.7062035 7.4825127 5.0346339 NA 9.4614854 7.9091010 10.9781751 NA 6.2570238 9.1457220 2.2017279 10.3457629 9.2157626 4.0090963 9.7599428 13.5828118 9.3779152 10.8410828 10.6274824 16.6805275 NA 8.1354328 9.8873669 4.0597273 6.8016553 8.8917400 5.3310244 2.0497353 11.4833823 11.3600361 9.8419870 9.3603518 4.3310244 4.7563295 9.8838589 7.4353619 8.3232755 9.4603080 9.9607979 10.6441672 6.6935957 13.8373468 0.2017593 -0.7983661 4.8456004 10.9343335 7.0219205 8.6570694 11.0294817 4.8164512 0.7866800 7.6570690 7.1559384 9.1465274 7.2944994 11.0456631 8.7292190 NA 0.7866800 -0.7983661 12.5954006 7.8527935 9.6611736 3.9021797 8.5854463 7.2241098 7.5854463 10.6185396 7.4963625 2.7867009 7.7524890 2.3716704 8.7428386 NA NA 8.8201276 9.4906082 11.1946804 8.1235829 9.7932643 9.9364517 10.4650113 0.7866800 10.4514481 10.3400139 9.7952078 3.3716704 9.6280067 1.7867218 NA 8.2017422 14.2282655 0.2017593 8.2324094 14.2384308 9.9305129 3.2017436 7.0472319 10.7932644 9.7035792 10.3921841 9.4209106 11.7413444 11.4694066 8.0409461 8.0346323 11.0992094 11.3384128 9.4323030 3.0090963 2.5236623 NA NA 8.1790218 10.2529510 8.2434011 8.0721069 10.7090908 12.9318937 6.1790213 9.9847403 6.9499352 12.6900843 11.0163245 7.4544079 5.4111957 10.6940961 12.6328479 11.4314621 9.6138778 2.9274793 10.6627098 9.5940596 12.3297364 9.2185504 10.2590569 8.9125484 8.4567708 10.5919111 2.0090963 7.5724297 5.1324781 7.4401466 10.7394458 9.3312441 9.4379358 3.5940588 11.6156344 8.3915667 10.6955975 8.4038659 10.3050299 10.2610865 12.0478201 9.8969703 8.1026088 NA 8.1146315 6.0090963 10.3444873 9.0534912 11.0708616 9.5427048 7.6935950 9.2115708 7.3258631 1.2017593 7.4591299 1.2017593 0.2017593 3.8456004 1.2017593 10.4796106 6.5680640 6.3310244 9.4389521 5.8599546 NA 11.0885818 11.0191255 10.9570470 10.7125062 9.3335991 6.6363709 6.6987949 9.8661894 10.9711667 11.2748794 9.5168915 10.7611192 1.5236623 7.8599534 NA 9.8464996 8.1146315 9.6079470 9.9194184 12.8647442 15.0866757 2.5236623 10.4001872 10.1010990 -0.7983661 4.8456004 8.1383798 2.3716704 NA 4.7867061 6.4685279 12.7400523 10.3445065 5.7095360 8.2865504 9.5972762 10.8437937 7.6280066 8.9763316 10.4778665 1.7867218 1.2017593 10.6042212 9.2984572 6.8882428 5.4496703 11.5208497 9.3977294 11.2745446 8.9108259 7.6855576 9.0705646 6.8952287 2.9851907 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 11.651407 11.822649 13.079026 10.607947 9.053491 12.047036 2.371670 2.661180 8.771598 2.371670 11.989645 8.634326 6.888243 9.633396 7.741560 8.053491 10.623807 7.078259 10.183309 11.235853 8.659123 8.897753 10.402426 8.420911 7.126555 11.487433 13.754951 10.2461362 9.9474165 NA 7.9056457 6.2997740 9.5876045 10.8956646 10.6174838 8.6774755 9.2944992 6.1442565 9.2865504 6.6446855 7.2570248 9.4196998 5.7409006 5.8016553 7.8527935 9.1588442 14.1464999 8.2073668 12.2027984 5.2269940 10.3316691 12.4298092 15.5184479 10.4233292 14.2012136 10.1078811 1.2017593 11.3704142 9.6100718 9.1191141 7.5897590 7.4544079 8.7810580 10.4001872 8.9091013 10.9603817 1.5236623 6.5504698 14.6924714 11.2745446 9.0155232 5.9961582 10.0628289 NA 10.4057017 -0.7983661 12.7356801 10.7581811 10.4317625 9.9457350 10.2509100 4.7867061 6.7791704 9.0889626 8.0346323 6.8670785 13.0923787 2.5236623 14.3430909 11.8851754 7.9863768 9.5226780 10.3609827 3.4496670 -0.7983661 8.8256235 7.5009502 8.8509981 9.0889626 11.6529532 10.8541389 9.9682709 -0.7983661 9.0628289 8.9945325 8.9599651 10.6431301 9.5756947 2.0090963 9.6217023 9.9682709 7.7486363 8.2434011 6.1675265 10.7394458 10.3187358 NA 13.3501392 12.3652345 10.9330611 9.2115708 8.1176213 10.0843851 10.2732044 12.3474147 9.6751028 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 3 3 1 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 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9.3437058 4.3278813 10.0898232 7.3614850 NA 2.1240303 3.3278742 8.5165423 8.4716390 3.4883479 5.6154575 10.2205577 12.2328253 10.4425418 10.3450167 11.5699341 1.8253786 9.1245884 10.1733710 9.9039761 10.1924312 7.9717372 6.8986292 5.1711548 8.2119618 8.8752290 13.3689763 7.7010375 4.4103411 NA 0.2403754 9.3939700 9.2333563 5.0477739 7.3331750 2.6998403 9.4015498 9.3091962 8.6854328 6.8551276 1.5623279 10.6208791 9.4859708 11.1222968 10.9473457 5.6666828 10.1807316 -0.7595025 9.4314773 10.9768200 2.8253786 10.5924614 10.0621920 8.2902668 0.2403754 9.9048653 10.2832196 9.3882081 7.9852516 5.0217773 2.0477827 9.7863477 8.3515537 10.9373855 3.9953036 6.2738403 10.3920689 3.4103411 9.9776653 11.9479929 3.3278742 12.1244683 10.2977329 9.2191286 11.2957005 9.6498089 15.2933257 2.0477827 8.2004200 11.0521941 4.0984027 7.4644200 7.6327357 5.0217773 1.5623279 10.4638165 10.5623461 11.5407706 9.1123233 4.4103411 2.5623523 9.5327397 8.7201984 8.7717994 9.9373856 9.0669664 10.0653768 6.2404174 14.1850386 4.7322692 NA 6.4595874 10.6300494 8.2460427 9.5072046 11.5921855 2.5623523 2.6998403 9.6926593 8.5095446 10.8445635 8.4203270 11.5808245 9.1291612 NA 7.5165423 1.2404365 11.2827614 7.3065074 9.3876230 1.2404365 10.2184134 8.6284353 7.6916291 10.7462296 8.4523063 0.2403754 8.7561179 5.0733061 9.1755830 NA NA 7.4103428 9.4364053 9.8055201 8.3799692 10.5287074 9.6666828 9.4812093 1.5623279 9.7969241 8.6154575 10.1577902 4.3697038 9.4966267 4.4498717 2.2404059 5.4692381 13.5210438 2.0477827 10.1284001 12.0439438 10.1763197 3.1473067 6.6412975 9.8449712 11.1585358 9.0983990 10.3561120 10.9303723 10.5194481 7.3172335 9.1960680 8.5824928 10.4234330 9.8299662 2.6998403 6.0217773 -0.7595025 NA 9.9269186 10.2283926 9.1562975 7.5025128 8.7008534 8.7382700 4.4883479 8.6603782 5.5072048 10.9869324 10.0184951 9.0999529 4.7639798 10.3058342 12.2130389 11.9406410 8.5487572 2.0477827 10.3946032 9.7649598 11.8546677 9.6056469 10.5974201 9.2697053 9.3437058 9.4764321 0.2403754 6.1107829 7.8178471 6.6498094 11.0303592 3.9770234 7.6382209 2.4103411 11.1792625 7.7756932 10.8505201 8.8007508 9.4547371 9.7120933 11.3713103 10.6693016 7.1291614 NA 7.0921673 6.7161514 9.7181763 9.3709886 11.0249670 9.2834454 8.5824928 9.9084165 8.5935648 1.2404365 5.8253811 1.5623279 3.4103411 4.1473067 1.5623279 11.5089600 4.6327335 4.8551276 10.9987704 5.5857798 NA 11.0238256 9.5645986 11.4901241 10.3152285 10.5774824 9.0983524 7.1771145 10.3761273 10.4758339 10.0677608 10.3371332 11.5232169 5.0733061 8.5211890 NA 9.6391618 9.8440444 9.5083752 8.7892399 12.5939784 13.4400137 2.2404059 10.7629996 10.0135572 NA 3.6998514 9.0019694 NA NA 7.1592810 8.6434302 13.7304541 11.3735731 8.7059845 8.0380795 9.4942656 11.0291364 8.0890410 9.7096833 11.7629996 3.0477652 4.1473067 9.9425907 9.2530426 6.8842743 7.4252931 11.2411223 9.4165911 11.4159676 9.3994189 10.1329608 10.1525589 6.4498717 3.9953036 10.3709886 0.0228650 0.4856400 -0.0077482 -0.5257300 0.5342800 0.5138500 0.5245000 0.0137720 -0.0184360 -0.0184360 -0.0184360 -0.0015243 -0.4828100 0.0228650 0.4970100 -0.0026322 -0.5422900 -0.5422900 -0.5422900 -0.0077482 -0.0077482 -0.5257300 0.0095883 -0.0131270 -0.5264500 -0.5264500 0.0091909 -0.0044312 -0.5301200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.530 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 -0.483 0.000 0.000 -0.535 0.000 0.000 0.000 0.484 0.484 0.000 0.000 0.523 0.523 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 -0.530 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 -0.483 0.000 0.000 -0.535 0.000 0.000 0.000 0.484 0.484 0.000 0.000 0.523 0.523 0.000 0.000 -0.526 -0.526 0.000 0.000 9.234771 12.003215 12.416435 10.174846 9.135236 10.819262 5.912844 2.940862 6.571336 5.047774 12.241650 9.033159 11.584714 11.483229 8.223041 8.107697 11.017262 6.008603 10.447432 9.466830 7.836608 9.345842 9.988561 7.736273 7.123061 11.884500 12.577482 10.1946143 9.9417245 NA 8.3358151 7.6833617 10.6203379 11.2759045 11.7164047 7.0605965 9.5464797 7.9683385 10.1807316 7.1046040 8.0348336 9.6444952 5.2404174 4.1946150 7.8914696 10.1115532 12.4979532 8.8860764 13.8800414 6.6339368 9.6348807 9.4800167 16.3321840 11.5333148 13.4969216 11.0086024 0.2403754 11.6059203 10.8869768 11.7375214 9.1352357 9.0999529 9.9048653 10.0764684 10.6729599 11.8242036 6.5441994 6.2404174 13.4090228 11.5858233 9.1473087 7.1770557 9.8734132 NA 11.1003410 NA 12.4137828 11.6781649 10.7492032 10.220558 9.903976 6.240417 6.632735 8.116935 8.435175 6.306507 12.136355 2.825379 13.317234 12.705729 7.825381 8.443203 10.762509 4.525818 NA 8.645559 5.912844 9.683362 9.616543 11.589423 11.715645 9.469237 NA 9.649809 8.156298 8.432711 11.120384 9.414095 2.047783 9.838471 6.817847 10.029136 9.156298 2.410341 11.030359 11.037269 NA 11.952730 12.823853 10.204759 9.908416 9.050990 10.855588 10.827727 10.236206 10.491516 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 2 4 2 1 1 1 1 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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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7.8336523 7.5094544 10.4470655 16.3573623 0.5207491 6.9301601 8.2486899 2.8426973 6.1646254 8.0126223 7.9301601 4.6082297 11.3631198 13.5211216 8.7204416 12.0359765 NA 5.4749649 10.1501260 4.9801990 9.1280998 9.2037640 11.4894362 9.3184310 6.1057325 14.5462551 6.3281238 NA NA 11.3552405 4.2212120 9.4003526 10.7265627 3.6906964 NA 1.5207491 9.5787612 5.6018540 9.1391551 10.2939086 8.0906248 NA 3.9801990 NA 11.2186058 6.6082326 9.2072699 2.5207742 8.6956950 7.1931951 5.5651645 9.3818563 4.3281256 5.0443329 5.6906937 NA 4.4276598 5.2756552 5.0443329 10.4559345 10.2571714 11.1076092 7.4515070 9.2212091 8.2756571 9.9066318 3.6906964 9.5009090 10.1446510 7.2072701 4.6082297 8.2212091 5.2212082 5.0443329 5.2212082 14.3683162 5.3281256 11.5801139 12.0791901 13.6875602 4.6082297 5.1646254 9.2554790 8.0521507 9.8783215 9.6108818 7.6082326 13.0506880 8.0126223 7.0906248 8.1718213 11.3321442 7.3021289 4.6082297 3.9801990 NA NA 7.2212091 9.7898961 8.0906248 7.4276598 10.8282549 6.8245502 4.5207680 11.0423699 9.5291980 13.0138743 8.9470343 4.8426973 5.9802013 8.1132265 12.5972510 11.6062419 10.3345506 2.1057451 11.7543891 6.4749665 15.2688050 7.6082326 9.3880481 8.4155871 6.6906950 12.0896756 NA 7.2756571 4.4276598 6.6292940 10.2486899 9.6746508 8.4336589 4.3281256 11.5249899 4.4276598 9.7447711 9.1391551 12.9101319 8.8107882 11.0868235 7.1789805 10.2806576 NA 7.8516866 4.9130857 11.1437364 8.7302228 10.3533273 10.7399379 7.6906943 7.8516866 0.5207491 NA 7.8336523 NA 8.5922316 4.7686978 5.8426973 11.1178908 5.1057325 10.0305444 10.7302228 8.0753583 NA 10.8279702 7.5651638 10.9842938 12.8539248 8.2281284 5.6906937 2.4842413 8.0206155 6.9965029 12.8990643 6.6082326 8.1206822 3.9801990 9.2689623 NA 11.0531254 3.9801990 9.7519907 9.3313411 9.9904112 13.3180257 NA 11.3536595 8.0364693 NA 5.3281256 5.0443329 4.3281256 NA 2.8426973 4.4276598 11.8234084 10.3834068 7.4865535 7.4034126 8.1718213 8.8739162 7.0599285 7.9216488 9.2281287 8.0206155 NA 12.4182368 8.8471989 2.5207742 6.7302228 10.0065987 8.8107882 11.9517446 9.2789927 8.6956950 6.2756571 3.1057284 NA 13.7588756 0.0061090 0.0026734 0.0267950 -0.0008316 0.1529300 0.0286220 -0.0800080 -0.0610520 0.0029133 -0.0049429 -0.0049429 -0.0049429 0.0033299 0.0061090 0.0026734 0.1224100 -0.2185300 -0.2185300 -0.2127600 -0.0513230 -0.0513230 -0.0008316 -0.2226800 -0.0800080 0.0026357 0.0026357 -0.0581930 -0.0305400 0.0013868 0.000 0.000 -0.105 -0.105 0.000 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 0.000 0.000 -0.105 -0.105 0.000 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 9.028564 12.110889 9.472054 8.829108 4.221212 11.667974 3.980199 4.328126 10.496617 NA 10.691946 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6.135479 13.161010 6.730223 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 1 1 4 3 2 3 2 2 NA NA 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 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 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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9.45640288 4.15732672 NA 8.25445468 13.89768470 -0.97199672 8.37455657 12.94848857 9.73281085 2.83539863 6.80282910 10.32093940 10.79911937 10.03296534 10.60452701 11.78764378 11.18412573 8.24478861 7.49156693 11.27359538 10.44800281 9.00691033 5.89840670 1.61301294 NA NA 9.08468032 9.06833251 8.92588819 7.91678593 9.71017705 11.57686457 4.83539863 9.13917835 7.25686159 11.86901723 10.33524351 8.76950961 5.58263127 10.57878949 11.85439253 12.37219984 9.33816699 4.49825725 10.07925156 9.64183211 11.79870657 9.25204423 9.09278541 9.52689179 8.94392191 9.71454313 1.34998797 8.45640288 6.38559497 8.14957642 11.09345883 10.29552582 9.22150641 4.51989411 11.02098098 8.90609359 10.28366138 5.99382605 10.42571735 10.94093202 11.43078831 10.49564820 6.86724661 0.61296578 8.21539467 7.22771509 9.19671473 9.12343962 11.11481253 9.49971795 7.94392191 10.21167808 8.11285127 1.83539863 6.58263127 3.27597547 3.55160215 1.61301294 2.83539863 10.67999129 7.65009460 6.01672807 9.53924180 6.94368344 0.02800328 10.89725094 10.72891579 11.70730283 10.27300108 8.59979534 9.17397489 6.34310219 10.49666666 10.93079462 10.23505698 9.37344790 11.25264734 NA 7.99958629 NA 10.12541644 9.83298034 9.27359538 10.12673273 12.18222788 12.88300841 2.02803865 10.47253996 10.43318408 NA 3.98223610 8.50685262 NA -0.97199672 7.05041027 7.51989568 14.12767813 9.90692125 8.00532251 9.06970190 9.67999129 11.77770265 8.04763327 8.62700705 11.53979533 2.19795972 2.48748635 10.20857347 9.46683448 6.78293008 4.64275355 11.48824255 9.67909439 10.21724950 9.37566396 7.62049990 10.02592784 7.35895970 4.31085632 10.48388358 0.0116790 0.0096191 0.0038854 -0.0033594 0.0000000 0.6099100 0.6357300 -0.0077482 -0.0627250 -0.0627250 -0.0627250 -0.0546900 -0.6283600 -0.6283600 -0.6430200 -0.0033243 -0.6377400 -0.6383700 -0.6383700 -0.6372700 -0.6372700 -0.0033594 0.0044411 -0.0019399 0.0020805 0.0020805 -0.6421700 -0.0060904 0.0177170 0.000 -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 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2.93493161 11.81961259 8.73194621 10.05110396 8.71279144 8.76950961 9.89994793 10.34319227 10.92058547 11.53310737 4.61300705 7.35895970 14.16901898 11.41174697 8.96909032 7.91982630 11.11782417 NA 11.26375774 -0.97199672 12.15668146 11.37701141 10.77161483 10.7206582 10.4262520 6.3499703 7.3409254 8.5158827 8.1853894 7.5158827 12.0654009 1.3499880 14.2224148 12.8408216 8.3701172 8.7553336 9.4802839 3.1154994 -0.9719967 9.0628416 7.9137391 9.5348462 9.7039997 11.0978280 11.5893306 10.7816773 1.6130129 9.4740920 8.6316689 8.9543385 11.1727009 9.4331842 2.8353986 10.0024573 6.3855950 9.0067530 8.9258882 5.4374342 11.0934588 11.0031741 -0.9719967 12.1490905 11.9619177 9.5978984 10.2116781 7.2374958 10.0336672 10.4214331 11.2209919 10.7626592 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 1 1 1 1 2 3 2 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 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1.4020127 11.4260217 11.2798378 10.2644734 9.1778256 6.6948746 7.7664289 9.7808991 7.9534882 8.3266173 9.3782862 9.6613768 10.4805264 7.0086292 13.0790188 0.8122107 -1.7725053 4.1099121 10.4707413 7.7605995 8.8611732 10.8690957 3.6195891 NA 8.5378827 7.0914555 11.0758790 6.4170947 11.0235122 8.3040852 NA 2.0346383 NA 12.3953934 7.8308961 9.2052652 5.1220887 10.1106767 8.2634434 8.4940563 11.3790791 9.7400102 3.2272636 7.0053472 4.2496350 9.7459228 NA NA 8.2784787 9.4626857 10.5129609 8.4146218 10.6206602 9.5155591 10.3766993 -0.1877072 9.9721036 6.7231244 10.2041918 3.8711241 10.1738105 4.5492009 -1.7725053 7.7933237 13.6548772 -0.7727518 8.7673979 13.9254861 9.0490437 3.9821539 6.7429696 10.2582817 11.0599620 9.8903830 10.2437299 11.3894077 10.6639813 8.2159542 8.7567004 9.6933462 10.7390224 9.1317086 0.5492256 0.2272482 0.2272482 NA 8.7518115 10.4204870 8.9354916 7.9921413 9.4148507 11.9214100 4.4940571 8.9929703 5.1099121 11.7735614 10.6104340 9.1727135 4.6867022 11.4520251 12.1283252 10.9564656 9.1232919 3.0274018 10.3735202 10.0281696 11.8583331 9.1022511 10.7864078 9.6033300 9.2586263 11.1518967 2.3972006 5.9207578 6.1220867 8.4109050 11.0933896 10.7998421 9.4448579 3.1814683 11.5293374 9.1371628 11.4318409 3.9551919 10.1091484 10.4164766 11.8484059 9.2994024 5.5759990 -0.7727518 8.2893158 7.4071785 9.7567003 8.6023091 10.7482027 8.7923719 7.7350645 10.1137285 7.8620806 2.2272790 8.0135393 3.4367215 -0.1877072 4.2272713 -0.1877072 10.7678822 6.3820879 5.9754628 9.3902904 6.0185630 NA 10.9485826 10.7110856 11.2813653 10.2212695 9.2342970 9.3725652 6.0497440 10.6825970 11.4327576 10.8002068 9.9142080 12.7014827 NA 8.2866141 NA 9.8525220 8.8159843 9.1528243 9.2852614 14.1445952 14.7041267 0.8122107 10.5427024 9.9359226 -0.1877072 4.2223023 8.8711259 0.2272482 0.8122107 7.4560882 7.7231251 14.3432075 11.4341483 8.4560886 8.9813221 10.0758926 10.9786046 8.3160579 9.2927868 10.9124565 0.8122107 NA 10.0127222 9.5952304 7.5693445 4.0086303 11.4009469 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11.231139 7.548905 8.255728 9.431230 11.477864 7.456088 10.779459 6.593591 8.982157 8.636692 9.910716 8.412145 7.560425 10.623607 13.547295 9.425715 10.419254 1.227248 9.227974 8.072760 10.149111 10.279498 11.363460 8.857537 9.651961 7.521890 9.665022 6.719123 6.335794 10.195577 5.955190 4.549201 7.829040 10.133409 12.681890 9.105321 12.352118 4.716876 7.821594 11.536462 16.594753 11.534044 13.614816 11.039848 1.549176 11.503540 9.251024 10.615825 9.215244 9.172714 9.231490 9.998346 10.787125 11.414312 5.899695 5.181464 14.816464 11.624008 9.212400 6.221624 10.108384 NA 12.237798 -1.772505 12.547012 11.539295 10.928576 10.5135387 10.2177284 6.3565523 8.3200270 8.8926057 9.0914560 6.5446817 12.9388098 0.8122107 14.4279768 12.5559447 8.4987327 9.4195871 10.2116882 8.7605995 NA 8.7980742 7.6174388 9.2377979 9.7619910 10.8970406 11.8574231 10.1217086 0.2272482 10.3792377 8.7703015 8.9585887 11.3871411 10.2202080 3.1341552 10.0220917 2.9277069 8.3984466 8.9354916 3.5126694 11.0933896 11.0803843 NA 12.7808990 12.5277653 10.7796987 10.1137285 7.6217325 10.7957010 11.1507829 11.3958792 10.5077969 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 1 3 5 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.2014125 3.4810793 10.6387009 10.0133210 7.9405051 0.3111543 10.3431939 10.2453994 8.9764842 7.2653450 4.7705806 1.3111543 9.7247761 8.6330762 10.0990508 NA 5.2653431 9.6796548 2.3111543 8.8580429 10.0559821 3.1185092 12.7976992 14.7436902 9.7332130 10.8199334 10.2521959 16.3082174 NA 7.8810038 9.7013172 4.7034662 7.6240314 8.2711502 6.9976492 1.8961168 11.2514619 10.4261919 10.1201124 5.9258570 NA 3.4810793 9.7374130 9.5661768 8.5009729 9.2210414 9.4430053 10.1597712 6.9976492 13.7312401 0.3111543 0.3111543 4.0115851 10.5218196 8.2120153 9.0660356 11.3986111 0.3111543 0.3111543 9.9350298 7.3111480 10.4457800 9.0011461 10.5907588 7.7623594 NA 4.7034662 1.8961168 10.7152254 7.2300118 9.2884282 3.4810793 10.5423694 9.5278941 7.5872727 10.8522448 9.1217200 2.8961168 8.0458579 4.7705806 9.1023112 NA NA 8.3826106 9.2536627 9.9604044 8.9550044 10.2884281 9.6991655 10.2595155 2.3111543 9.6576620 7.4300895 8.8307845 4.4079169 10.1039386 3.3111543 NA 7.1815131 13.3324753 2.6330824 4.8347112 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9.5732431 9.4144360 9.2270277 13.8063787 13.1440383 6.5399668 11.0028918 9.7644188 NA 3.8961071 7.1937915 NA NA 7.5009725 7.9764839 14.2521959 10.3013231 8.6509982 9.0185073 8.4760552 11.4634331 8.1120480 9.3620852 10.7613285 3.8961071 4.6330766 9.5919191 9.8904642 6.9835740 8.5495529 11.5095933 9.5567009 10.5519396 9.6262979 8.3335159 11.3832809 6.9976492 5.0660375 9.7478598 0.40044000 0.00444110 0.00722170 0.00444110 -0.00055444 -0.00235530 0.00180300 -0.00995650 -0.02859400 -0.02859400 -0.02859400 -0.01505400 0.00110930 0.00110930 0.00444110 0.00069327 -0.43852000 -0.41421000 -0.41476000 -0.41476000 -0.41476000 0.00444110 0.00584380 0.00180300 0.00000000 0.00000000 -0.42876000 0.00319100 -0.00138580 0.000 -0.419 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.413 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.419 0.000 0.000 0.000 0.000 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9.291288 6.786881 12.346600 1.311154 13.927697 13.816960 9.276933 8.628018 9.747860 5.633077 NA 9.131327 7.440432 9.639823 10.035577 11.569125 12.237444 10.268250 1.311154 9.316773 8.218039 9.358272 11.477311 10.037366 4.118501 10.052615 5.896110 7.614929 9.826848 4.118501 10.507136 11.085935 NA 12.491057 12.644583 10.249258 10.355542 7.577935 10.398611 11.396621 10.667468 10.810067 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 1 3 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.95465435 11.36514583 10.48409452 7.13678712 8.62326844 4.69691747 7.83077314 8.66483764 12.60747689 8.21283924 5.54194223 NA 3.40146664 10.37091349 10.02018075 6.72338927 8.56773861 4.26395834 8.28632580 9.31271735 9.55028466 5.26395834 NA 10.30287707 9.08158117 8.53448693 11.35221627 9.06485780 9.81854687 -1.05799229 8.25036901 10.75340464 2.74938409 10.19587746 10.05381771 7.27742039 -0.05799229 11.41916837 10.80551157 10.52886977 8.51567698 6.02949264 4.07131648 8.98505720 8.58588606 10.59173523 2.84891833 6.60736583 10.77965789 7.87276721 9.94414175 9.77016634 6.46559252 9.55305479 13.86563598 9.77571068 10.44784148 7.44982463 15.88903898 1.26393581 8.05055448 11.40938075 3.80000942 8.10944832 8.33219905 6.17084843 3.58588793 10.98915384 11.47097234 9.20177327 8.91500962 3.40146664 1.94204526 9.80853613 9.67504527 9.18043458 8.78438031 10.41573564 11.34637322 6.33434659 13.17587426 7.58948861 -0.05799229 7.25491334 10.53961695 7.11195462 8.54194262 11.37535455 NA 1.26393581 5.61445661 9.47341130 9.78217051 8.00272558 11.56591143 9.46559191 NA 8.35988262 3.02948822 12.31421482 7.84591151 10.74737078 6.35142162 8.77808042 8.07902123 7.71681672 11.81374268 9.37978209 1.94204526 7.63899768 3.46559579 9.43488464 7.91644440 -1.05799229 8.63202787 9.70855887 9.30397363 8.78280791 10.79026166 9.50331792 9.98368909 4.18995894 11.10756509 9.39117849 9.32249109 2.74938409 10.35035967 4.18995894 2.11196609 6.36829517 13.38749749 5.18995894 10.94238211 9.58408159 10.47827718 5.80001201 8.24581080 5.99731273 10.95709645 11.23060766 11.45477038 11.89598081 11.39092059 5.96439863 8.20647229 9.55765956 11.86888184 9.49683940 6.11195566 7.90203196 -1.05799229 NA 9.49757764 10.90203189 9.61710486 7.64938912 10.30578691 10.18639371 4.98642459 8.63551680 6.88454420 12.38043195 10.37926182 8.34077366 6.88454420 11.89622624 11.53518759 11.69629113 9.63202787 6.12521920 10.54472879 9.83229415 12.81229832 9.14904414 8.78123380 8.66141863 9.57138652 9.62238939 1.26393581 5.09177599 9.72174928 8.37665808 10.26395798 4.83854340 8.00741922 1.94204526 10.85641510 8.21349310 10.58768836 8.94343818 10.04924698 10.63725820 11.26592910 10.37195966 9.98437331 NA 8.04006227 6.01884556 10.62809271 8.88013939 11.18013605 9.54843508 8.83533135 10.76499902 8.81393507 5.62853157 5.68349716 4.84891833 4.05806534 0.94200771 0.52697021 10.62063003 3.58588793 4.91931148 9.23320071 4.27079802 2.26396585 11.48578680 10.82390863 10.64290307 11.18847362 8.35354076 8.62138671 7.95487794 9.82390871 10.18995746 11.29186402 9.80311691 11.04236376 3.98642004 8.95185847 NA 10.52652271 7.70690140 9.35248136 9.94202986 13.19410397 10.99459797 4.36829342 10.03742698 10.48409452 0.52697021 3.94202649 7.89913212 0.52697021 1.74940555 5.46559252 7.79377886 14.54496072 9.90430420 7.39735718 8.29075798 8.77333705 11.82791693 9.29627935 9.11036350 11.33407899 3.84891833 1.74940555 10.73278568 9.47146042 7.10638392 7.02949264 11.71887416 9.66824804 11.41598931 9.05601959 4.96439863 9.39014617 6.45773053 4.28330694 11.36514583 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 5.281880 12.123182 5.334347 10.813935 8.607366 9.876458 6.696917 5.953258 8.355658 2.526995 12.224974 8.506370 11.743132 6.772260 7.565070 7.812395 11.068412 5.091776 10.110702 11.684550 8.163617 9.546491 10.010553 6.878668 8.332199 11.856789 12.828012 9.2480917 9.7717527 0.5269702 8.7380696 6.5567390 9.2617022 10.9857408 11.0882804 5.7102141 9.0955819 6.7414414 9.8653575 5.8845442 8.8757205 10.9557016 5.3849719 7.5930818 4.1119577 8.8353314 13.1728009 8.5156770 14.3294415 5.5744437 11.9513337 10.3947859 12.7049310 12.2489461 12.9298269 10.5845329 2.5269952 10.3535409 8.6834968 10.2913112 8.4557575 8.3407737 8.8459118 9.8984061 9.0081190 11.2067628 5.8962258 5.6562761 13.2263234 11.3154389 9.2951768 8.7956981 11.1019012 -1.0579923 10.4408791 -1.0579923 12.7890873 10.7064661 10.7372579 10.4966187 11.3651458 3.5858879 9.2389461 9.0687345 8.0815814 8.6179871 12.6613075 1.5269702 15.2950561 13.6101947 8.0993767 7.3597979 10.8444050 3.5858879 0.5269702 9.1031619 6.8246724 9.6276548 9.5658108 11.8887535 10.5818228 8.8185470 NA 11.6095850 9.2355016 10.0629158 10.6699504 8.9574451 2.2639658 10.7653972 4.8727697 7.5307442 9.6171049 4.0713165 10.2639580 10.1642211 -1.0579923 12.4919349 13.5570273 10.5840816 10.7649990 7.7843803 11.5725246 9.2962794 10.1412790 9.9470508 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 3 1 5 1 1 2 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 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0 0 0 6 0 0 0 0 0 1.595286e-06 6.936026e-07 -1.7060410 10.4480002 10.3381840 8.5229502 NA 9.4858078 9.9470348 -1.7060410 2.5594184 3.8176949 8.0623160 9.4596667 7.1143108 5.8865892 11.1849658 12.3204821 7.5609182 10.5491601 11.8716784 2.2010065 10.4901188 8.6350945 9.7114567 10.7329234 9.1364819 8.9963043 8.1843959 9.0705646 9.1230614 13.9742163 8.1341696 3.4640539 1.1015156 NA 10.0246017 9.6599073 4.5420599 7.5491601 5.2941318 8.4727964 9.6848378 9.2920167 8.6626381 5.0754898 12.1784929 9.9771262 5.6160606 12.3777771 8.5795339 10.8513559 NA 8.1396214 11.6037500 3.9665597 12.6207015 10.7655527 8.1583178 5.2828179 10.2564564 10.5583278 9.1319801 7.7224920 7.3815940 -1.7060410 10.3766133 8.6092811 10.6439657 1.6160753 7.0152310 9.9129758 4.0490208 9.4201906 10.5927669 5.9014607 11.6462315 13.0373355 10.0148033 11.0915904 10.2318731 14.7361031 0.2940766 7.7515126 9.8157320 4.5609167 7.4130727 7.4464167 7.6560751 1.7350889 11.3746160 11.0596249 9.9330199 8.4876568 4.3385243 1.8790784 9.5921941 8.8438586 8.2714117 8.2085168 9.4913483 10.4285578 7.3762808 13.1246468 0.8790784 -1.7060410 2.8790980 10.5331333 7.6799937 9.2085168 10.6024706 0.2940766 -0.7058057 10.0544357 8.5467969 10.4104722 9.4111252 10.9384385 8.0203500 NA 4.3815949 1.4640409 11.6173271 7.8176936 9.3568523 3.8487181 10.5054115 7.5157188 8.0639693 11.5170773 10.0032154 1.7535618 7.0556826 5.4438785 9.3247987 1.4640409 NA 8.8029166 9.6880583 9.8083524 8.4876568 10.8051429 9.6751337 10.4143694 4.6339833 9.7308430 9.8549421 9.1919771 4.9379893 10.2706957 2.6864557 -0.1209216 7.3921637 13.2609974 6.6950111 4.5795362 13.1765835 8.8573279 5.1889508 6.6691714 10.6650913 11.4041254 9.8823777 10.7227534 11.5848762 10.6205610 9.0926034 8.5060199 10.9028484 10.4653083 9.0901550 3.1014820 -0.1209216 -0.7058057 NA 9.2285597 10.1575435 10.2118766 7.3815940 9.4297959 11.5590139 4.5229471 8.5714189 7.0754909 11.3716149 9.7365567 9.5367102 6.0014915 11.7877369 11.6116855 10.5899004 8.7193474 3.1976453 10.0717978 10.1206801 11.2191295 9.4201906 10.5096646 9.3303052 9.8332903 11.1194879 5.8790931 7.8176936 7.8734472 9.1859153 11.2311375 8.9652215 8.2755989 5.0083748 11.2073950 8.4777668 11.6837629 6.4888877 10.0160852 10.0519383 11.4802458 9.5789557 7.5277514 -1.7060410 9.2541334 7.8847188 10.0901712 8.8996110 10.7461334 8.9243986 7.5060195 10.6560753 8.8118011 3.7859794 7.2100108 4.6339833 3.8176949 4.7203989 3.2010222 10.9632381 6.6428604 7.0950320 9.7222980 5.7138388 -0.7058057 11.2241296 10.2810401 11.1904639 10.3602207 10.1155070 10.0585677 6.0615883 10.7864855 11.0194978 10.1556062 10.0126645 12.4483959 0.2940766 7.9379876 -0.7058057 10.1450997 8.3357905 8.9433878 9.3849057 14.2020080 14.8113703 -0.7058057 11.3947939 10.5274516 -1.7060410 5.3577420 8.2650285 2.1014820 NA 8.0982627 8.1063091 14.9291127 9.7648311 9.0305333 9.1466611 8.7556110 12.5762064 8.8940444 9.1566295 11.2298491 -0.1209216 1.8790784 9.8352282 9.7663147 7.7182979 7.1919771 11.6243482 9.8601856 10.9037721 9.8295674 8.4065711 10.3102434 7.0624477 4.9122235 9.1821137 0.00235810 0.00235810 0.00180300 -0.24056000 0.24104000 -0.00664320 0.00166420 -0.00774820 -0.02698800 -0.02698800 -0.02698800 -0.02698800 -0.32077000 0.00198730 0.00235810 0.00305220 -0.32739000 -0.32739000 -0.32739000 -0.32739000 -0.00400260 -0.24056000 -0.00235530 0.00166420 -0.00027724 -0.00027724 -0.00802440 -0.00076037 0.00195400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 9.757656 11.482102 12.013199 10.342278 10.357527 11.457152 4.651683 4.443878 7.982382 6.170648 13.322340 8.776718 10.172566 7.245358 8.312526 8.894974 10.440700 6.789986 10.742764 10.232608 8.248328 8.489307 9.475551 7.082034 6.699273 10.983256 12.852193 10.166037 10.659087 1.101516 8.701399 7.803906 10.276056 9.923033 11.702329 9.377611 9.959467 8.155218 10.197637 7.018645 9.136482 9.526552 7.469057 8.103096 7.627287 7.991099 13.229803 8.710929 13.112564 5.058472 9.179065 11.590187 15.852918 12.682754 12.800687 11.172182 2.616052 10.924626 11.438471 10.436558 9.185156 9.536710 9.174480 10.023327 12.256666 11.743537 4.381595 5.532535 13.575416 11.237013 10.454948 7.259916 8.920753 1.753562 11.482257 NA 12.755931 11.773259 11.118494 11.1849658 9.7114567 6.9523429 5.7939765 8.4552635 9.1949984 5.8940441 12.9371247 3.1521185 13.9061937 13.1056568 8.4247021 8.3033725 9.7334430 7.0950320 NA 10.1497787 7.8137677 9.4821021 10.0169177 11.0148033 13.0807585 11.4340026 -0.7058057 9.8616124 6.3109399 9.1380526 11.3635813 9.8982214 4.5609167 10.6081483 8.9788800 7.3081524 10.2118766 6.5609182 11.2311375 11.4176063 1.6160753 12.0570326 12.4641348 9.7607180 10.6560753 7.1980138 10.4580957 11.3308203 10.0591027 11.7258211 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 1 1 5 2 2 3 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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-0.2738663 8.4056657 11.7282975 1.0480967 10.5355519 10.0571027 7.7261855 NA 10.0430329 9.7798265 8.7513255 7.8451268 4.3408969 0.7262209 9.8885771 8.5431695 10.0632501 -0.2738663 5.8451262 8.7388104 3.5841688 9.4743786 10.0441636 5.9356389 10.4234705 13.3723507 9.5140883 10.8870026 10.3600891 15.0714004 -1.2736919 9.0782293 9.8992382 4.9160084 7.8606121 7.7006006 7.0390682 1.1671652 11.2245364 10.6876354 10.4357004 7.6745532 3.6803806 4.8961120 9.4074241 9.1217200 7.4844089 9.1302629 9.2711502 10.0011462 7.2180391 12.1008177 2.4266136 NA 5.2497487 10.5403676 7.4091805 8.7705800 10.5950083 0.7262209 NA 12.4878409 6.8910923 11.0571502 8.4091805 10.7247762 8.0615759 NA 3.5841688 -1.2736919 10.8545024 8.1856173 9.4960237 1.0480967 10.2822127 8.0231017 7.8056704 10.6894431 9.3509812 3.6803806 7.0660354 4.4541035 9.0925080 NA NA 9.1323907 9.0011461 10.0903205 8.3408956 10.0787810 9.5026188 9.9717384 0.3111543 9.7506328 7.8784703 9.2428707 4.2497487 10.4481393 3.1856129 NA 7.7678448 13.5664719 1.8961168 8.1566383 11.4846172 8.6057691 3.4266271 5.9835728 11.5175522 10.7989883 9.2595154 11.4404313 11.7203093 10.9150837 9.5957796 7.3073866 9.8631768 10.6905267 9.1027670 7.2140257 0.3111543 -1.2736919 -1.2736919 9.5132720 9.9562062 10.2740443 7.8347100 10.4297173 9.3799265 3.6803806 9.0957831 7.9812145 12.0223850 9.6247872 9.7134498 6.1185030 11.6349536 12.8706847 11.2575672 8.6561542 2.5771750 10.2054608 9.7753537 10.8392767 9.3564529 9.6003987 9.3763399 8.9221732 9.0615761 4.2497487 8.2059662 6.1608133 9.1066469 11.2334849 7.5003798 7.3945039 3.7261882 11.8570780 8.8189429 11.5116382 8.4056657 9.9735199 10.0946923 11.6756477 9.8612537 7.2998326 NA 9.8169598 7.8320944 9.6413182 8.4300895 10.3671762 9.1249296 7.5653893 10.7905917 7.9669772 0.3111543 6.6450488 3.9356389 4.8525782 5.1012256 1.7261773 10.4587772 5.6687006 7.8733906 11.7543595 6.1954204 -0.2738663 10.8133170 10.2822127 11.4185833 10.0782291 7.7205391 8.7705526 5.8408660 11.4030244 12.9872523 10.4052259 10.2682503 12.3636031 -0.2738663 7.9160102 0.7262209 9.8702066 9.2280228 9.1195761 9.5391652 14.5966950 15.0440046 1.5335633 12.0555617 10.3632634 NA 4.0426969 8.2160338 NA -1.2736919 7.7177073 7.3700422 14.7033539 10.2989049 9.2300115 9.8936038 8.8580429 12.8825059 8.9036053 9.1526182 11.2819731 0.7262209 3.3111543 9.2250351 9.8535352 7.6210035 4.4266271 11.3349026 9.6767417 10.7773947 10.0605819 10.3906331 11.6244092 7.4091805 5.4020024 9.9841628 0.00319100 0.00319100 0.47959000 0.00416320 0.57701000 0.00083195 -0.01009400 -0.00522650 -0.01340600 -0.01340600 -0.01181700 -0.01257600 0.00319100 0.00319100 -0.00265990 -0.00443120 -0.59029000 -0.59029000 -0.59029000 -0.59029000 -0.59029000 0.00416320 0.00471900 -0.01009400 0.00110930 0.00110930 -0.00449870 0.00263570 -0.58708000 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 11.250238 11.578325 12.063250 10.155593 11.164718 11.708288 5.169127 2.533538 7.118503 3.813648 13.934382 8.958727 8.661351 6.514285 8.329126 8.677471 11.031393 8.247786 10.982984 9.142983 8.177397 8.755528 9.356253 7.896111 7.433545 11.199891 13.761672 11.0922347 10.3839508 NA 9.1259977 7.8030016 10.4113725 10.3376717 12.1820267 9.5685361 9.8340567 7.8657370 10.5451673 6.7318105 7.1355769 9.5574930 7.4541060 4.9356389 10.6930516 9.1701652 13.0571726 9.4844091 12.1048870 6.9965740 9.2526851 10.9172450 14.9307187 11.7499401 13.3689708 11.2014125 0.3111543 10.1493017 10.3339783 10.5783250 9.3682375 9.7134498 9.3700420 9.9344201 10.6118821 11.8325835 6.0837367 4.8347112 13.5608578 10.6107379 8.7637326 6.3772383 9.2160338 NA 11.6776526 -1.2736919 12.8660568 11.7045315 10.9666790 11.2386793 10.2993595 6.4541068 6.0925077 9.4777297 9.9079591 7.3772374 13.5197764 2.7261773 13.3301018 13.0180040 8.7719453 8.6653828 9.6613507 8.6240311 0.3111543 9.3986112 9.1639379 9.7020338 10.0452368 11.5493539 11.6251649 10.9054728 1.8961168 9.2595154 8.3790309 8.9562062 11.4943701 10.1082693 2.6330824 9.9544032 9.1238604 8.0726997 10.2740443 4.2180372 11.2334849 11.5136803 NA 12.5745153 12.5609531 10.2922398 10.7905917 8.0390687 10.4161837 11.3242383 10.5343294 11.4257300 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 1 1 1 2 2 3 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.7097490 -1.5014428 0.3862591 4.1711107 8.6872770 10.0256764 5.3813318 7.2129341 10.8832022 11.8821225 9.8677402 11.0883394 11.6765749 2.5861402 9.4130734 8.7782989 10.0373622 10.8745422 8.2094948 8.5795056 6.3504371 9.2833231 9.2043207 11.1371242 7.5068368 5.8024698 -0.5012385 NA 9.9890378 9.8479695 5.5967205 7.1746451 2.4055840 8.4630289 9.4100803 9.3418241 7.5834965 3.9249550 11.1531005 9.6208692 8.6736140 11.1264501 6.1991285 11.1693445 -1.5014428 8.2077718 11.2407871 2.4986849 10.9024992 9.9265249 7.9519590 -0.5012385 10.2464617 10.1377802 9.1737631 7.5566800 5.6176306 -0.5012385 9.4972786 8.1746451 10.5120109 1.0836559 6.1921744 8.9457716 2.3060289 9.7730663 10.1956558 6.0685440 11.8417393 13.0034452 9.4695132 11.0190614 10.3220555 15.8514559 NA 8.7933091 10.3402526 4.7081431 7.6228096 7.8823924 6.6585600 1.9776463 11.4687942 10.7651820 9.9900403 8.9426679 3.0222435 1.4987104 9.5217494 8.2452028 7.6458933 9.5874766 9.4138206 10.4444978 6.8910060 13.2425234 -1.5014428 NA 5.5210570 10.4275767 7.6686134 9.1353130 10.7035650 3.0836559 2.0836559 11.9175950 7.0261649 10.4424045 8.0397849 10.8471398 8.1371244 NA 3.3060435 NA 11.9755610 7.6509727 9.1799268 4.7654764 9.8845506 8.6698651 7.7081417 10.6208692 9.0656937 2.4986849 7.6761080 3.8910011 9.5573565 NA NA 8.5485368 8.9662938 10.5396629 8.4130736 10.8944901 9.4565158 9.7166460 0.4986594 9.9779633 7.3904717 9.8312843 3.8910011 9.9985342 5.1991266 -1.5014428 8.6085188 13.8947244 1.6686184 9.5808372 12.4785600 8.5714906 3.9249550 6.6382390 11.0067306 11.1934814 9.6878951 11.0482323 11.5913678 10.6928295 8.6241016 8.2418397 11.1779484 10.8666489 8.8854023 2.5861402 -1.5014428 -1.5014428 NA 8.9550428 10.2648030 9.7938832 7.8584380 9.3331594 10.9529875 4.0532765 8.9591442 5.3690546 11.7181593 9.8457560 9.3690529 5.2129350 11.6083557 12.7154341 11.1860640 8.7944571 4.0235038 10.3430017 9.8952931 11.1490669 9.1198243 11.1969589 9.6337561 9.0222502 10.5664587 3.0836559 8.1693443 6.4235009 8.7032592 11.2015102 10.4014591 8.5178343 2.5861402 11.5978716 8.6723652 11.4811471 7.9333165 9.8501796 9.8748137 11.8896632 9.4115775 6.5861507 -0.5012385 9.0455828 7.5808374 9.7424573 8.5714906 10.5406725 8.8440934 7.7466158 10.4521572 8.3299954 2.0836559 8.0874029 5.7748134 1.4454089 5.0836516 -0.5012385 10.8718252 7.1746451 6.7840904 10.2577442 6.0465849 -1.5014428 10.6195741 10.1733219 11.3500469 9.9181217 8.7689835 9.3180691 6.0252260 10.9751813 12.2736812 10.1604663 10.1899956 12.3626809 NA 7.7771376 -0.5012385 9.8312843 9.9540155 9.1280449 9.4831067 14.0968571 14.8115712 2.5861402 11.2983746 10.1239404 NA 3.4528853 8.7418623 -0.5012385 -0.5012385 7.7323079 7.3965337 13.9108942 10.9260011 9.0104408 9.3621003 8.6686131 12.5107016 8.5940853 9.1559083 11.2951335 -0.5012385 2.3060289 9.0780043 9.2857746 7.4528260 4.2535733 11.2178632 9.5593842 11.0515974 10.1175326 8.4323790 10.9696013 7.9186486 4.9431243 9.6407953 0.0013182 0.0013182 0.0073065 -0.0090588 0.5883800 0.0116100 -0.0058823 -0.0215770 -0.0189700 -0.0189700 -0.0189700 -0.0315690 0.0013182 0.0013182 0.0013182 0.0104950 -0.6035600 -0.6035600 -0.6035600 0.0072921 0.0072921 -0.0090588 -0.0206170 -0.0058823 -0.0072640 -0.0072640 -0.0271920 -0.0072640 -0.4986600 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 -0.604 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 -0.604 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.461584 11.707075 11.875628 9.990040 10.266459 11.851146 5.487374 3.083656 6.962212 3.627969 12.964255 8.497673 8.353557 7.540156 8.544393 8.974422 12.062242 7.475968 10.975941 8.654771 8.398045 8.440250 9.585760 8.096741 7.350437 10.731709 13.079359 10.188686 10.490564 NA 9.192175 7.943703 10.513755 10.239734 11.870873 9.782934 9.640795 7.708142 9.694675 6.337891 8.107867 9.000525 6.240156 4.688510 9.389712 9.532799 12.621354 9.078004 12.729459 6.286722 8.962213 10.598693 16.207974 12.063671 13.871349 11.085528 2.083656 10.371363 10.173322 10.519668 9.263560 9.369053 9.577506 9.859535 11.049195 11.625872 2.199123 4.838538 13.777518 11.251696 8.938519 7.990541 9.585488 NA 11.880637 NA 12.720426 11.723439 11.144572 10.8832022 10.0373622 6.8251178 7.1097126 9.0104408 9.5417156 6.2468812 13.1191790 2.8910108 14.2501016 12.9171339 8.5888008 9.6396969 9.8958281 4.3315762 0.0836559 8.9905414 8.6150322 9.2898511 10.0222502 11.1150074 11.8739992 10.7976100 2.7466137 9.6598200 7.7840904 8.8974319 11.5182790 10.2926979 3.4528853 9.9784685 8.7748128 8.5362352 9.7938832 4.0532765 11.2015102 11.3210599 NA 13.0220664 12.2483482 10.4752524 10.4521572 7.6484352 10.8699204 10.4390018 11.2653165 10.9336735 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 2 3 1 2 2 3 2 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 6 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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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10.9170674 2.4683226 5.7009917 9.4178664 3.0849997 10.9372950 10.5351384 4.4921801 12.2052758 15.1395630 9.2927601 10.1078531 10.5702197 16.6732695 NA 8.1464037 11.7279179 4.6699678 7.4318060 7.9856074 4.7902612 1.2684943 11.5272253 11.0264972 9.9266699 9.2885106 5.9277637 5.5272268 9.7432144 7.9364807 8.4847685 9.7902597 9.9001774 10.8346538 6.3428001 14.4405934 5.3163268 NA 5.9623200 10.7111881 7.8514598 9.1044727 10.8534749 5.0371757 0.8833862 8.0310831 5.6058351 10.9948152 5.8282279 11.3693996 8.7830280 NA 3.9189968 0.8833862 12.2941384 8.3179973 10.2991108 -1.4386983 9.2893614 8.7854427 7.9494585 11.3094241 9.2106972 -0.4385028 8.3428005 3.6489026 8.9908477 NA NA 8.7684553 9.6180788 9.9991930 7.9771826 10.8706331 9.2241093 9.8703488 2.2618918 9.8514598 9.2549280 10.0463394 2.9537495 9.5614411 1.7313570 0.8833862 7.4892186 14.0196233 0.1463945 9.7156262 14.1496286 9.7739373 2.1463945 7.0692360 8.3079553 10.2722474 10.5218050 10.8875895 11.2409277 11.2472848 7.2052967 8.2267768 9.4302635 10.8646509 9.8421886 1.3687683 2.0208755 NA NA 7.8164698 10.4562587 8.1834930 8.1798265 9.7094981 11.7670815 3.6907188 8.8526116 4.9189920 12.1214155 11.4310348 8.7162591 5.7902586 11.3798235 13.3652694 11.2597115 9.5178172 4.2375408 10.5497706 9.5810316 12.0713397 9.0167682 10.5185430 9.0662601 9.0771407 10.6955464 -0.4385028 9.4440841 4.2618843 7.7878529 10.9556357 9.3488538 9.6217451 1.3687683 11.3175803 8.0908714 10.7751528 9.7016317 10.0981738 9.8646509 11.4756393 9.7806095 7.8422120 -0.4385028 9.0976882 6.4803039 10.3058544 9.4817938 10.7092850 8.9288559 8.0023104 10.2227738 8.6288753 -1.4386983 5.9101690 6.6541978 3.2618768 4.6907244 -1.4386983 10.6689850 4.8093681 5.1160278 7.8606488 6.3829594 -1.4386983 10.8839325 10.8197126 11.2906369 10.5792933 8.5083474 8.6620509 6.8064233 9.6167234 11.1191440 10.8635087 10.3037504 11.8180920 4.3687963 8.8606491 -1.4386983 10.3374627 9.1398138 9.4638162 9.8748910 13.9269091 14.1201307 -0.4385028 9.8063995 9.9835057 NA 4.2052987 9.7124384 -1.4386983 2.4683226 6.2893623 7.7363668 13.9328433 10.8223664 7.6489040 8.4788129 9.7968570 10.7941617 6.4440839 8.9602487 10.9929386 2.8093733 2.0208755 10.2093491 9.4463747 6.8235354 1.5614483 11.3659754 8.3816200 11.4690828 10.0781260 6.6382563 9.6686581 7.5782496 4.1346317 10.5415806 0.0044411 0.0044411 0.2302400 -0.0250880 0.7370900 -0.0069195 -0.0110600 0.0122370 -0.0099565 -0.0099565 -0.0099565 -0.0099565 0.0044411 0.0044411 0.0044411 0.0086524 -0.2802400 -0.2705700 -0.2705700 -0.2800000 0.2288500 -0.0250880 -0.0116110 -0.7647500 -0.0038162 -0.0038162 -0.0054620 -0.0120080 -0.7579700 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 9.191708 12.282220 11.193982 10.455122 8.155765 11.417477 2.648903 5.381619 8.640926 3.515637 11.449423 8.272385 6.198066 6.621110 7.845085 9.175230 11.174540 6.131297 10.311729 9.273108 7.768456 9.218706 9.935247 8.035147 8.033116 10.923933 13.771542 9.2816853 10.1501556 NA 8.6997126 7.1538975 9.9167921 10.9721574 11.4016288 8.0412211 8.9814012 6.3016937 9.7938619 6.4862542 6.6221368 9.9140362 4.3428036 4.7111865 8.0810770 10.1766108 12.6672677 8.8537627 13.0019209 6.4158110 8.7512655 9.9939830 15.9540184 11.0409686 14.1562321 10.4825380 NA 10.9916322 8.2756864 9.8917977 8.8720537 8.7162591 8.9483812 9.9343061 9.4240783 11.5941738 0.5613995 6.2618805 13.6722473 11.6905630 8.8560616 8.8319466 10.6379226 NA 9.0126522 NA 12.4676740 11.0632682 10.7503389 10.1303471 10.5311873 5.8923570 6.2196526 9.1834927 8.2338665 7.4743306 12.3759994 2.3687963 14.3347605 12.8272025 7.8606488 9.0031508 10.7577358 10.0507872 -0.4385028 8.5838086 6.3362280 9.3615320 9.5851331 11.5057870 10.3062749 9.1284463 0.1463945 10.4743304 9.4995503 9.1834927 10.5782493 9.7118230 0.8833862 10.1365075 5.5948650 9.8188288 8.1834930 1.8833862 10.9556357 11.3452578 NA 12.8613645 13.2593316 10.7869497 10.2227738 7.7463161 11.6145184 9.7099176 11.2763454 10.5288726 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 1 1 1 1 2 3 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.3280394 8.6789972 9.2207865 10.5946744 7.8365516 4.7430787 -1.6144033 -1.6144033 10.0984826 9.6691928 5.3513103 7.0365770 2.0859685 8.6558212 9.4516150 10.2616589 5.7864056 4.0002344 10.3225316 9.3338928 3.4299239 10.1681145 4.2681724 10.4650105 NA 7.9872964 11.2468065 1.7074364 10.3040163 9.9304902 8.2025093 NA 11.0032158 10.7906778 9.2286617 8.1320401 2.4729816 0.7074364 9.6801464 8.3368105 10.3816461 1.7074364 6.1928806 9.2991631 2.3855139 10.3010316 10.0075776 4.4516134 11.5599615 13.3469302 9.6978414 10.7933246 10.5381274 15.7769288 NA 8.7906671 10.4058113 4.9246843 7.4543042 8.0329841 6.6569882 -0.6144033 11.3798792 10.7088620 10.3025248 9.5225168 6.0148819 -0.6144033 9.6095275 8.3742105 7.9439465 9.2294468 9.5083538 10.5845845 7.2528045 12.9268039 -0.6144033 -0.0294408 6.4408077 10.3349878 7.8367371 9.1520546 10.5109392 5.0437382 NA 9.6411444 7.2589702 10.3378994 7.3014047 11.1553636 8.2357127 NA 0.9704856 -1.6144033 12.0420623 7.9324203 9.5567024 2.9090818 10.1462456 7.8243173 7.9051619 11.3177405 9.6346392 2.4729816 7.1537101 4.4299172 9.3295055 NA NA 8.9544319 9.4861880 10.3360816 8.3469755 10.9812494 9.3834108 10.2317996 -1.6144033 9.6125399 7.9130025 8.8933203 2.8144684 10.0552967 5.5453970 NA 8.0720265 13.8946203 -1.6144033 9.3368105 13.6103565 8.6263172 4.1928806 6.8326090 10.0855318 10.8811309 9.4210122 11.0796659 12.3393575 10.7144811 8.7496603 7.2620422 11.1343475 10.6884502 9.1814599 5.3280394 -0.6144033 -0.6144033 NA 9.0711505 10.4871732 9.3599404 7.5070596 9.6156182 12.2675000 3.5949784 9.7594784 5.6523115 11.9073715 10.4917615 9.0508616 5.0720243 11.6224368 12.0561820 11.1770956 8.8107416 2.2798575 10.0468585 10.0325344 11.2630016 9.0746502 10.5340023 9.6645559 8.9956278 10.2231537 3.7074585 8.2909128 5.8531324 8.5554508 11.1200237 11.7864585 9.8177283 3.0859685 11.3585055 8.9275901 11.3897462 9.4549755 10.0311841 10.5725685 11.8023233 10.1993070 6.6616499 -0.6144033 8.0526371 7.3309697 9.9605922 8.8541497 10.4979294 9.0464130 7.3073666 10.2856378 8.3324318 0.7074364 6.2372750 2.2924284 1.7074364 4.4516134 -1.6144033 10.7436274 6.7518480 6.0997707 9.6452690 6.0650057 NA 10.9353104 10.5548244 11.1805507 10.4589978 8.8159782 8.8071066 6.2724413 10.7197990 12.5148892 10.6884502 10.0755237 12.1308849 NA 8.5961972 -1.6144033 9.7353599 8.6499682 8.2773093 9.2976665 14.0182370 14.3654421 -0.6144033 10.9686085 10.0902940 NA 3.7074585 8.7767587 -0.6144033 1.5554726 7.3103383 7.5352730 13.5062901 10.7009640 8.2294466 9.2112795 9.9539569 11.9381948 8.0057458 9.4869434 11.2223650 2.5554481 -0.0294408 9.6668762 9.5949792 7.5327307 5.6801471 11.4411471 9.9275903 11.0583930 9.6051843 8.2742691 10.4726570 7.3770474 4.7253758 9.5567024 0.00000000 0.00000000 -0.00027724 -0.00318590 0.49643000 0.15801000 0.00722170 0.00152550 0.01502800 0.01502800 0.01502800 0.01502800 0.00000000 0.00000000 0.00000000 -0.00110870 -0.60177000 -0.60177000 -0.59906000 -0.00027724 -0.00027724 -0.00318590 -0.00609040 -0.60129000 0.00402430 0.00402430 0.00152550 -0.00567570 -0.00470790 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 0.000 0.000 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 0.000 0.000 10.907862 11.779586 11.911291 10.211280 9.956330 11.746784 4.316262 2.385514 7.240394 4.029382 12.596197 8.431886 10.779452 7.498278 8.461833 9.454304 10.324003 8.266639 10.538444 10.169342 8.830541 8.825897 9.572420 8.191269 7.345528 10.574424 13.715707 10.0850982 10.2353217 NA 8.8480279 7.6095275 10.2001082 10.1198120 11.0533025 9.3967529 9.4223861 7.4435171 9.8536406 7.0894293 5.6984074 9.0275773 5.6239312 5.4623403 8.7364648 9.6523122 13.2923693 9.3118216 12.1957961 5.6495925 9.6875933 11.2233507 15.5974425 11.2649175 13.3617766 10.9956277 -0.6144033 10.7320394 9.8112661 9.9386750 8.8033782 9.0508616 9.2497117 10.0733388 10.3809396 11.5257164 0.7074364 5.6709281 13.5083011 11.1940877 9.6847337 7.1537101 9.6972741 NA 11.3422649 NA 12.6050724 11.6022685 11.0221504 10.8826291 10.0504173 6.4992671 7.2403945 9.0473039 9.1470769 7.4861882 13.2586257 2.5554481 14.2164865 12.5802056 8.4623411 9.8748117 10.0226033 3.8449580 -0.6144033 9.4319676 8.1303595 9.1269927 9.7638205 10.9763467 11.4110114 10.2662571 2.3855139 9.2961685 4.8449580 8.9439465 11.5472875 10.1125952 1.3855415 10.3738553 3.0859685 8.3440784 9.3599404 4.1134421 11.1200237 11.4249589 -1.6144033 12.6589571 12.3640574 10.5900969 10.2856378 7.5998452 10.7161625 11.3642362 11.0348313 10.5895527 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 1 1 1 1 1 1 1 1 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2.55839010 9.61307816 9.81997116 6.98838589 11.54385306 13.22338888 9.44511130 11.17167640 10.91619484 15.80188953 NA 8.90318744 9.68079517 4.45456416 7.71040146 7.77649094 7.01052475 1.55841459 11.43167169 10.13959906 10.62329094 8.71602615 3.43286590 3.88032309 9.20625665 8.40667357 7.64113920 9.33757062 9.46261494 10.22807094 7.14001785 13.12154179 -0.61153490 -0.61153490 4.06089476 10.39585124 7.71939019 9.08457164 10.37253590 2.47594090 NA 10.31439880 7.22767755 10.35711143 9.52225784 11.15230830 7.90220083 NA 4.22136671 NA 11.67156185 7.59792665 9.43150074 2.55839010 9.78079088 7.87027285 7.87228949 10.60885183 8.92277645 1.55841459 7.63877184 4.31921328 9.11298729 0.38846510 NA 8.45321630 9.33318555 10.23905106 8.13498789 9.98699122 9.56900436 10.43593825 4.65526023 9.92714742 6.93150578 9.44443372 2.97342760 9.84380064 6.45456251 NA 8.11469184 13.90364970 4.27111935 7.47858601 13.09351183 8.60157767 4.31921328 5.68309287 11.06751369 11.08522373 10.18572968 11.26249423 11.78319474 10.75697998 8.90909203 7.62926481 10.29197875 10.65993651 8.85461129 1.84791675 2.29537039 0.38846510 -1.61131449 8.84688001 9.56090101 10.15913732 7.30435315 10.14289751 8.86926378 5.38847199 9.58875904 9.02509803 11.78788493 9.97249637 9.41776076 5.88032554 11.70983793 11.95000011 10.67156185 8.86825370 3.30734109 10.35100800 9.71826983 11.32290153 9.15085564 10.90417329 9.75887761 8.75807094 9.96354001 3.55840234 7.87832134 7.16983283 9.03593204 11.46094110 9.02884510 8.19568372 3.63640421 11.85467744 9.17065268 11.58661155 8.22452365 9.63580771 10.31773187 12.10464989 9.75479566 6.82726521 NA 9.32216409 7.42189651 9.57829796 9.24800819 10.42537853 8.93536781 7.42464669 10.38388732 7.16655076 1.38846510 7.97718832 4.08891329 6.71013141 5.06089908 1.71039319 10.85836960 5.87228949 6.89229873 10.49797774 5.70344128 NA 10.54866010 10.32584735 11.01669117 10.11511741 8.24645464 8.46811815 5.89951402 11.48205612 11.76093047 10.70418914 10.34883746 11.47145412 0.38846510 7.32805284 -0.61153490 10.14960919 9.41707021 9.20145302 9.19984825 14.71711335 15.43334782 3.08890482 12.34919947 10.22215418 0.71043728 5.73525408 8.27264378 0.97342760 -0.61153490 7.17310844 7.19904508 13.86487163 10.89627306 8.54582053 9.10100050 8.58814569 12.23602026 8.88532726 8.95611591 11.26652438 1.84791675 1.97342760 8.87027285 9.20785431 8.21343234 6.01052475 11.31828667 9.68251975 11.31272926 9.65350237 9.66692290 10.92472070 8.05912973 4.84182723 9.55526419 0.00000000 0.00000000 0.00125970 -0.00635240 0.53046000 0.00499690 0.00291330 -0.00041585 0.00875280 0.00875280 0.00875280 0.00875280 0.00000000 0.00000000 0.00000000 -0.01119800 -0.53909000 -0.52624000 0.00085641 0.00085641 0.00085641 -0.00635240 -0.00656910 -0.00180140 -0.00035447 -0.00035447 -0.00041585 -0.00069303 -0.00013862 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.979996 11.545978 11.155209 10.141690 10.409801 11.117457 4.319213 1.847917 6.839685 4.116398 12.910871 8.498918 9.222945 7.249716 8.383223 9.644682 11.858878 7.578298 10.972966 9.308082 8.968732 8.683037 9.548345 8.399701 7.862179 10.361453 12.662269 10.564335 10.550865 NA 8.875309 7.410841 10.676186 10.368613 11.706451 10.001803 9.623889 7.530580 10.102719 6.950716 7.793615 8.700222 6.939221 7.470622 9.705321 9.166551 13.519768 9.117244 12.557302 6.288857 9.149194 10.547083 15.557449 11.933800 14.185172 11.108504 1.710393 10.225313 11.076068 9.845854 9.441041 9.417761 9.421208 10.058244 10.875560 11.877818 4.728323 5.046683 13.859448 11.015095 9.406674 6.319211 9.328053 NA 11.945937 -1.611314 12.829991 11.502362 11.356420 10.9865260 10.2280709 6.3542582 5.8231022 9.0475774 9.0906463 4.4545642 13.5618660 3.0889048 13.4770133 12.4034529 8.6773395 9.3052264 9.9488063 4.6363984 NA 10.0906461 8.8962682 9.6154877 10.1095726 11.8875719 11.6928248 11.2272834 0.9734276 10.3039794 7.6220928 8.9061429 11.2052572 10.0178301 2.1958200 9.9762511 8.8833291 8.7416203 10.1591373 6.8021014 11.4609411 11.4496759 0.3884651 13.2094003 12.4133534 10.3567803 10.3838873 7.8621792 10.6836685 10.0309765 11.0535251 11.1538134 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 7 2 NA 4 3 1 6 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.41741152 7.14709907 -0.96156382 9.03575421 8.39172176 1.62353915 9.36612744 3.68242722 9.21848405 -0.96156382 9.22963406 11.17139588 2.36050475 9.37173026 9.32859370 8.39832429 0.03857665 11.53592527 10.28467410 8.34918744 8.31702453 7.55427495 NA 9.41470024 7.89966205 9.89577838 NA 4.62353915 10.02370515 -0.96156382 9.01728530 7.18323341 3.89655280 11.57344431 11.61741925 9.62447636 10.39612684 8.78508917 13.68721331 0.03857665 7.60462884 7.78676754 5.26739347 8.55624431 6.56213708 2.73900556 3.34745306 12.46510169 12.16785785 9.82484453 3.03857665 3.36050475 6.03857446 9.45537243 9.11137749 9.29360338 7.73901434 10.41632760 9.75024187 6.71805470 13.86422932 1.36047665 0.62349233 4.16785566 10.68378294 8.06094284 10.42065840 10.95892769 -0.96156382 NA 7.13660668 3.28649677 9.60571340 8.06094284 12.08689142 7.74938141 NA 3.12603123 NA 12.00381801 8.37619660 10.22963406 3.03857665 13.28167443 8.26498720 7.83299062 10.94320944 9.18195800 2.49799550 6.29596358 3.20850165 10.20849982 0.03857665 3.62353915 8.41143980 11.02192481 11.45721808 7.87777860 13.05642717 9.44796573 10.07062063 4.08296651 9.27697953 6.36050299 8.89188454 4.62353915 10.74247846 6.02726023 -0.96156382 0.62349233 13.71199435 3.73901637 1.03857665 2.03857665 10.41632760 1.62353915 6.29596358 8.91201897 11.45352427 10.42065840 12.69354646 11.56578793 11.27847164 7.06648103 7.22345055 12.86631450 10.53492934 7.99041318 4.08296651 4.20850165 2.03857665 -0.96156382 11.96097343 6.96931169 10.29301302 6.83947466 8.94235117 8.49184548 4.76649446 8.99567700 9.70035302 10.41632760 12.18355168 10.29360338 2.62353915 10.49595573 9.06371433 10.03292830 9.39002210 11.14541584 9.35259148 11.54760753 12.62224530 9.32166320 10.54389022 12.30609308 12.45444862 3.03857665 6.17812701 7.94846769 10.72156944 9.80012610 10.44637369 10.33190850 6.47011382 1.36047665 9.77413095 10.03292830 11.62236280 1.36047665 10.38176053 10.97042036 11.57652119 10.57530770 4.16785566 1.36047665 9.37061135 7.86194234 9.18705138 6.92121732 11.14104929 9.42551511 7.28174924 11.34406661 1.84591151 2.36050475 7.80012594 5.81993381 -0.96156382 7.04980173 NA 12.51164635 3.62353915 8.89655583 8.25532086 10.77012297 -0.96156382 11.10802459 10.43250150 11.41497158 11.40435048 10.14120669 10.57721968 5.44983206 9.13397188 9.36388025 10.68198013 10.73293276 8.53243035 -0.96156382 8.18323291 -0.96156382 9.97521273 8.66793150 9.65052171 9.56507408 11.78508917 14.44295140 -0.96156382 9.42659205 9.42659205 NA 4.99277296 5.10466375 NA NA 8.05538331 7.62728946 14.07453376 11.64382283 9.13397188 9.43410901 10.46850461 11.27219452 9.56702896 8.98953898 12.08194397 -0.96156382 3.68242722 10.41035149 10.19339291 7.30067012 4.53042663 11.75646542 10.19149344 11.45061536 9.19160756 7.23824709 10.72726224 7.42659184 3.93919836 10.07268599 -0.7857500 -0.7791100 0.0138250 0.0051892 0.0417950 0.0141040 0.0051892 -0.8023200 -0.2946800 -0.2946800 -0.2894800 -0.2894800 -0.7857500 -0.7857500 -0.8018300 -0.7611200 0.0138250 0.0138250 0.0138250 0.0138250 0.0138250 0.0051892 -0.8059700 0.0051892 0.0132670 0.0132670 -0.8039600 -0.0142790 0.0092239 -0.804 -0.804 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.769 -0.769 0.000 0.000 0.000 0.000 -0.786 -0.786 0.000 0.000 0.000 0.000 -0.763 -0.763 0.000 0.000 0.000 0.000 0.000 0.000 -0.806 -0.806 0.000 0.000 0.000 0.000 0.000 0.000 -0.289 -0.289 -0.804 -0.804 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.769 -0.769 0.000 0.000 0.000 0.000 -0.786 -0.786 0.000 0.000 0.000 0.000 -0.763 -0.763 0.000 0.000 0.000 0.000 0.000 0.000 -0.806 -0.806 0.000 0.000 0.000 0.000 0.000 0.000 -0.289 -0.289 8.71981318 11.69097172 0.03857665 9.38951411 8.58546923 6.36949091 2.84593157 10.53393024 9.75453680 1.62353915 10.32050487 6.73693223 5.46483814 4.41291698 9.17607838 9.39502680 11.55894799 7.80012594 11.23640586 5.89655522 8.92274524 9.73264536 10.46838955 5.01585435 8.87146482 9.26136979 11.48694933 8.913556 9.041390 NA 9.066481 8.642201 9.884849 12.870872 11.261370 7.649600 9.732933 7.534430 8.443716 5.342356 3.682427 8.876203 10.248028 11.753035 10.721131 7.469027 11.609853 9.143173 13.651501 5.773690 9.806759 8.623537 13.964268 9.044199 13.342213 10.784669 NA 9.742478 9.358247 10.375639 9.905081 10.293603 9.229634 9.012990 9.103318 12.120558 2.739006 6.780042 12.900696 11.460114 10.803446 4.766494 7.027259 1.038577 11.906240 NA 11.390342 11.050148 11.630798 10.631499 11.218795 4.396125 9.625415 9.122054 8.766495 2.845932 12.750970 2.360505 12.394339 8.235792 8.235792 7.717069 11.602963 2.497996 NA 11.553535 10.825661 10.863534 9.311205 10.537424 9.613168 8.769894 NA 11.694329 6.998577 9.612222 10.880925 10.704355 1.360477 7.577734 4.360505 8.223450 10.293013 9.411440 10.446374 10.533930 NA 11.812744 13.077408 10.913940 11.344067 5.921217 12.025306 8.952960 11.264186 9.453017 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 1 1 4 2 2 3 2 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.4173964 15.8045550 NA 8.3135483 9.9404979 5.0364374 7.9579645 8.1525688 4.7969715 2.5008530 11.8074233 10.6340752 10.1204030 8.9421975 4.2709026 0.2120090 9.2025872 8.7919547 8.0679172 9.1797170 9.7563310 10.4912340 7.1229025 13.1795369 -1.3729535 NA 6.0193661 10.0941439 7.8242644 9.3021228 11.1584294 1.4344014 -0.3729535 8.2417577 7.2994736 10.7953847 6.6985102 11.2115407 8.3802645 -1.3729535 3.5812428 NA 11.7050319 7.7224448 9.5819713 7.8462162 9.7957200 8.2362266 7.7118562 10.4950987 9.0010005 2.4344014 7.1892899 5.8749764 8.9668979 NA -0.3729535 8.3515616 9.4889102 11.2839196 8.5942742 9.7158361 9.2681965 10.8078895 0.2120090 10.1058175 7.2157621 9.7576957 5.1969021 10.0166792 5.0193639 -0.3729535 8.6452481 13.9531613 0.6270465 5.1506084 11.8740853 9.2481840 3.5339371 6.4279480 11.3395749 10.8239573 9.6652810 10.4088175 11.6541816 10.9028814 8.5020294 9.8618653 10.0118316 10.5636858 9.4220160 3.6270465 NA -1.3729535 NA 9.7601902 9.9450257 9.5150300 7.8510494 9.4010361 12.1056911 3.0193639 9.7296797 9.3292205 11.7524614 10.0145267 9.2091899 5.2709026 11.1664491 11.7729800 11.1557462 9.1023356 3.4795410 10.0118316 9.9008436 11.5066311 9.2914951 10.4772347 10.4908470 9.1447174 9.7224448 2.7145093 6.2564050 6.3135488 8.3170458 11.0590677 9.3943137 9.2054301 2.9489746 11.7670788 9.0364388 11.2751808 6.6100415 9.8737884 10.2339157 12.2372653 10.2185703 5.6043264 NA 8.4488217 7.5488889 10.2686481 8.7303356 10.7033691 9.2618589 7.2994736 10.2780995 8.7524613 -0.3729535 7.3852714 2.9489746 6.4527700 4.6494143 -0.3729535 10.8714118 6.9262557 5.9216696 9.8246086 5.7505476 NA 10.6305658 10.3166092 11.1253985 10.4476258 8.7856575 9.7626994 6.6511909 10.9385124 11.1383064 10.7514923 9.8038444 11.2794448 NA 8.0658399 0.2120090 10.1969035 9.0289940 9.0997386 9.1248998 12.7376128 13.9098468 0.2120090 10.3025640 10.2030598 -1.3729535 3.8749740 8.3682284 0.6270465 NA 7.5636859 8.2025872 14.7671387 11.0548976 8.2269607 9.2306742 9.2727063 10.4360121 8.5985915 9.3954390 11.1151391 0.6270465 0.9489746 9.5096909 9.1911974 7.7145107 4.0864781 11.3279211 10.1138829 10.9011348 9.6216559 7.1388001 10.5138876 8.2564045 5.2659919 10.0730973 -0.00373950 -0.00373950 -0.34010000 -0.00567570 0.43210000 0.41814000 -0.00193990 -0.01174900 0.02342600 0.02342600 0.02342600 0.02342600 0.01069900 -0.00373950 -0.00373950 0.00610900 -0.34010000 -0.34010000 -0.34010000 -0.34010000 -0.34010000 -0.00567570 -0.00097017 -0.01422800 0.00402430 0.00402430 -0.01174900 -0.00843850 0.00680440 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 9.923964 11.615910 12.424811 10.398125 9.239916 11.703195 3.212009 4.150608 7.351562 7.110863 12.145209 8.965896 6.725080 8.813063 8.646778 9.360911 11.101514 7.134842 10.683347 8.841367 9.093634 9.074193 10.224989 7.819341 7.388599 10.753107 13.995861 9.7105272 10.2190377 NA 8.8303960 8.1168960 10.1978524 9.8914904 11.3161723 8.5754152 9.8425809 8.0321896 9.6857161 7.9977356 6.5985915 9.2870437 7.2044763 3.9845985 8.1797170 9.4583551 13.3124537 9.2260309 12.7661196 6.1355554 9.4670390 11.2950464 15.6993690 11.6314440 14.1868432 11.0520015 0.6270465 10.8660497 9.2690996 11.0131799 8.7906974 9.2091899 10.0931244 9.7582619 12.1268938 11.4688088 2.6270465 5.8168736 14.5627302 11.2516149 9.9187942 6.5695625 9.3777550 NA 11.4024524 NA 12.7899899 11.4686064 10.8570684 10.7224449 10.0112920 7.4440317 8.1209035 8.9933701 9.4834734 6.9308284 12.7446009 1.6270465 13.2246349 11.8088213 8.5518605 9.2181963 10.1048062 5.5577838 NA 8.8193409 7.3240158 9.5309297 9.9176428 10.9248239 13.1382446 9.9646698 0.6270465 9.6333740 8.2545818 9.2435967 11.2908283 10.0782590 4.9489746 10.5801530 9.0637593 8.2417577 9.5150300 5.0193639 11.0590677 11.1090995 NA 13.0237865 12.3490015 10.6917907 10.2780995 7.7793326 10.5440470 11.7985375 11.9632253 10.4655152 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 2 3 2 NA 4 2 3 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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10.2981846 5.5882649 7.9864576 5.7069090 9.2501437 9.3926714 10.2378793 8.1524679 1.7808980 11.5183253 8.6659953 5.9019240 11.5166342 8.5437893 9.2631119 NA 8.4841204 10.7786529 3.7069062 11.3834223 10.0644604 8.2855294 NA 10.1936904 10.0535761 8.5517379 7.8977729 6.1869006 1.7808980 9.1136169 8.6997723 9.8448432 1.7808980 7.6488055 10.3052548 5.2403410 10.0116499 5.2403410 7.1454818 9.2468833 11.8558532 9.3200678 11.4301651 8.3837933 14.5765428 2.7809190 7.5250697 9.3385641 4.7443818 7.3718698 7.5250697 5.3416229 2.9184053 11.5270873 10.5270873 9.8176321 7.3477241 2.4589856 3.6289019 9.0919761 9.7695936 8.6364002 9.8810456 10.3726183 10.8115761 7.1869016 13.6138781 5.5464438 1.0439744 2.7809190 10.2703555 8.0846899 9.9932837 10.8878644 NA NA 5.8683707 9.1296372 10.4246352 8.2759643 11.1936904 8.8831470 NA 6.3044709 NA 10.8956924 8.2695526 10.3926715 7.5831023 9.8448432 7.5779220 8.0364099 10.6884005 8.2501440 1.0439744 7.5464438 3.5464377 9.2966088 2.2663368 -0.5409881 8.1834945 10.1180848 10.7536016 8.7741305 11.0297853 9.5477691 10.6061858 2.7809190 10.1515963 9.9214832 10.1410976 3.7069062 9.8925663 3.6289019 0.4590119 6.8426847 13.9084519 2.2663368 7.4978997 10.2783616 9.4992705 4.6289077 7.6087279 8.8512984 11.3017240 11.0481638 11.9583285 12.0705544 10.7627616 7.8726090 10.4283674 5.7627607 10.6811720 10.3621020 3.3658745 8.8405237 1.4589594 NA 9.9548359 10.3270317 9.7673199 7.6781494 9.0009487 8.2071735 3.8512993 9.0865147 4.6684369 10.9908496 11.1375810 9.0231303 6.8426847 11.1238725 10.6914017 10.5946902 8.6635521 5.1931488 10.4985854 10.4526269 12.1785836 9.3044709 8.7069083 9.1715078 9.4785717 8.1834945 2.6289135 8.4757889 8.0736907 7.8894334 10.9019244 3.0947428 7.4071726 2.0439394 11.1397799 8.3169616 11.3048629 9.8307575 9.7831615 9.5556960 12.0380610 10.1489788 7.1732264 NA 8.0846899 7.2403401 10.3146280 9.8967329 10.6768962 9.5223759 8.6289059 10.7051276 9.8545150 7.1243168 5.9825419 2.9184053 2.7443764 2.4589856 NA 11.3684990 5.0439438 6.0439438 9.5033477 6.5450633 1.4589594 11.3056465 10.1073385 11.0197913 11.2489220 9.4276477 9.3339621 6.6416732 10.1962282 8.7718638 10.8815713 9.3385641 10.5490933 3.1594193 8.4951543 -0.5409881 9.9805813 8.3076038 9.4674095 9.5477691 11.3707473 11.2803562 -0.5409881 9.6023641 10.4419744 NA 6.9864576 7.6781494 -0.5409881 0.4590119 7.9825430 7.6137990 14.2550712 9.9357270 8.5570129 9.2647248 9.6549682 11.3874992 9.4014954 9.4535888 10.7610485 3.5464377 2.0439394 9.6720851 9.0846896 7.6289055 8.4014952 11.8691672 9.9697450 11.0792007 10.0544434 4.4131743 9.7650425 7.4702082 5.9329305 9.8077090 0.01122100 0.00481210 -0.01094800 -0.05701900 0.00099726 -0.00875350 0.05419300 -0.00322490 -0.05297400 -0.05297400 -0.05297400 -0.05297400 -0.52791000 -0.53055000 0.00481210 0.01540800 0.00245780 0.00147530 0.00147530 0.00147530 0.00000000 -0.05701900 -0.00511980 0.02511700 0.01463400 0.01463400 -0.00167490 -0.00073207 -0.54263000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.543 0.000 0.441 0.441 0.000 0.000 -0.536 -0.536 0.000 0.000 -0.529 0.000 0.000 0.000 0.000 -0.117 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.441 0.441 0.000 0.000 -0.536 -0.536 0.000 0.000 -0.529 0.000 0.000 0.000 0.000 -0.117 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 6.240341 12.175157 2.458986 10.327032 7.697385 11.383422 8.310730 8.043943 8.398560 5.213868 13.019553 8.738104 9.542460 7.278585 8.562295 8.827487 11.660492 5.013569 10.933194 10.099226 8.932687 9.258019 9.700332 7.110032 8.230470 11.156817 13.029904 10.0335744 10.5217016 -0.5409881 9.1732264 7.3778439 9.8263956 10.6908021 11.0331013 5.1028387 9.5648893 7.4131769 10.2695525 6.6684340 10.0068394 11.7624762 6.4014957 5.5033742 5.3658710 8.3808216 12.6447855 10.2304704 12.9483271 5.7943717 10.6604922 10.7938127 13.1114897 11.4312427 13.5197612 10.6169593 -0.5409881 10.4036929 9.6757267 11.0005615 9.3446772 9.0231303 9.6074574 9.5304432 10.5457806 11.4906820 6.3897182 5.8340209 13.4952953 11.9248023 9.6853930 7.2403401 10.1180848 -0.5409881 10.7362682 NA 12.7865335 11.2638822 10.9667755 10.2863236 10.6623289 5.7627607 7.8512981 8.0992258 8.5088295 4.8165332 12.5142413 2.9184053 13.8449780 12.8799937 9.0135697 8.2363678 10.7478469 2.7809190 -0.5409881 9.3107298 5.1594193 9.8361913 9.9608181 11.2663357 12.0581963 7.6488055 -0.5409881 10.6257716 8.7718638 9.5490933 11.1309641 10.0865147 1.7808980 10.3301160 2.0439394 7.9265866 9.7673199 1.4589594 10.9019244 10.8054946 NA 12.1841340 11.9326866 10.0523720 10.7051276 7.9942561 10.9417888 9.1010326 10.9985565 8.9848736 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 1 NA 1 2 2 3 2 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 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 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 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 1.248485e-06 5.895622e-07 NA 9.8489186 9.4242623 8.0641268 NA 9.6749750 7.8130821 -1.2260037 1.3347971 4.1664262 7.9465355 9.2149774 5.6195979 7.9440332 9.7333857 12.5881899 9.6772369 10.6513922 11.5517744 4.5289963 9.2898080 8.5488951 10.0297269 10.5435328 8.8143979 8.3534239 5.5155737 7.6006563 8.6536913 11.6651323 7.9536441 5.5020282 -1.2260037 NA 10.0721707 10.0196608 5.0408968 7.1404300 1.5814477 8.2739541 9.5709588 10.8849177 8.3702977 3.2335353 11.2927613 8.1599707 8.8442290 11.5858842 4.5289963 9.4134487 -1.2260037 8.2619482 10.1993240 3.0220304 11.6626612 10.5075472 7.1534862 1.3590713 10.8173645 10.0009117 9.5737379 7.4917842 2.8615783 1.5814477 8.8813251 8.2003729 11.0793149 0.3590713 7.0595099 9.1338576 NA 10.4904989 8.8969360 5.2498397 9.6305025 14.3468084 8.8695050 11.1203448 10.5978734 15.5935763 NA 9.1294592 10.0756043 4.9238575 8.0455713 8.8760838 6.3888181 2.5814718 11.2389091 11.4818987 8.9981097 9.1824378 3.7741123 3.7283015 9.3296560 7.9440332 8.2108199 9.2986498 9.8219136 10.6066026 6.6133121 12.5657798 0.7740807 -0.2258349 5.2659619 10.5898916 7.9515278 8.0005201 10.6933439 3.5814597 -1.2260037 7.3851333 8.5054273 11.2927244 7.2457837 10.9107789 9.4224658 0.7740807 4.9835637 -1.2260037 12.8782154 7.9713245 10.2134196 6.0687288 8.5910918 8.2273786 7.8956419 9.9327178 8.6521591 2.7741018 8.1749876 4.1316636 8.1749876 0.3590713 NA 8.3609480 8.9402713 10.9405851 8.3814383 9.6974355 9.1674987 10.4952074 1.7741229 10.3449126 8.7867326 10.3382576 3.5814597 9.0756043 4.7048443 1.3590713 8.1228363 14.3716661 -0.2258349 10.0226287 13.3944998 9.8988757 2.6809994 6.5942873 10.8033954 9.6809987 10.0675798 9.6054154 11.6206328 11.2211914 8.4143529 8.8826327 7.9614601 10.7319357 9.8672154 4.7513887 1.5814477 NA -1.2260037 9.6297553 10.3548378 8.3814383 8.8171356 9.5853143 8.6914801 3.6320937 9.4025538 4.1316636 11.9474730 10.8819791 8.1621254 4.5289963 10.9984113 11.6989206 10.6227311 10.0336337 3.1773757 9.9602224 9.2538884 12.3507106 9.0125128 9.9908541 9.5011778 9.1360519 8.7839369 0.3590713 9.0960362 5.0595110 7.2779336 10.7409740 9.2506317 10.2695484 4.2003710 11.6785546 8.4447644 9.7563887 8.6274175 9.7100098 10.5970772 12.4678129 10.5778357 6.6133121 NA 7.8321001 6.1749876 10.2674632 9.3132669 10.8508770 9.5298303 7.3961603 8.9440332 8.2211912 -1.2260037 8.2759452 3.2976757 1.7741229 4.6567538 -0.2258349 10.7066920 7.0778892 6.1491476 9.9589834 5.4641062 0.3590713 9.9263930 10.5546479 10.3929524 10.8095946 8.0479037 7.9931071 6.2012947 10.6506251 11.0672924 10.6305337 9.9700954 10.3851329 1.5814477 9.2579238 NA 9.3674993 8.6367453 9.8054647 9.4500652 13.6850787 13.5225107 -0.2258349 10.1583523 10.4260567 NA 3.1664262 8.1919608 NA -0.2258349 6.0502318 6.6869977 14.3957022 10.6301601 7.1877361 9.2709620 10.2749500 10.7166226 8.7077988 9.2878850 10.6922260 2.2335507 2.0960257 10.6113418 8.8280340 7.3286974 4.3590713 11.1453402 8.8956416 11.2759453 10.0765129 7.9289263 10.2863548 7.5088176 5.0220348 11.1850894 -0.0237770 -0.0237770 0.0665580 -0.0943990 0.6183300 0.0595740 -0.0180150 -0.0086510 0.0160700 0.0160700 0.0160700 0.0076536 -0.0237770 -0.0237770 -0.0237770 0.0010345 -0.5408300 -0.5408300 -0.5408300 0.0766330 0.0688890 -0.0943990 -0.0106620 -0.0180150 -0.0776830 -0.0776830 -0.0087891 0.0655790 -0.0843340 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 10.335396 12.205997 11.342064 10.555058 9.075604 11.822425 3.728301 2.680999 7.174988 6.555468 12.586687 9.603974 8.704845 7.668501 8.938927 9.017282 9.482330 6.785335 10.493925 9.154569 8.998110 9.431587 11.043197 8.405285 7.686998 11.315689 13.314176 8.5003264 9.9589834 NA 8.3306140 6.9136590 10.0932158 10.6456284 10.8137127 8.2819027 9.3006074 6.5088184 9.1524030 7.7964758 7.0595099 9.3571908 4.6809994 1.9440338 8.6227309 8.8061539 12.8093368 10.2976700 11.8723048 7.0898466 7.1664252 11.7816611 15.3284572 10.6548395 14.9301912 9.9737804 1.7741229 11.0470295 8.3961599 10.2724588 8.5603779 8.1621254 9.9123800 10.2035149 10.8415425 11.3986751 3.5289963 5.5814627 15.2164476 11.9426236 9.2729572 7.9908539 9.8280340 0.3590713 10.6662714 -1.2260037 12.9276602 10.2748953 10.5172595 9.7333857 10.0297269 5.3286965 7.4215667 8.7427749 8.3740209 7.0125128 12.8889778 2.3590713 13.2040379 11.3550733 8.0101224 10.1485337 10.4367765 3.4745529 0.7740807 8.1534867 7.4143529 9.3477553 9.5214621 11.7907424 12.2662117 10.1707129 NA 9.4977690 8.4934968 9.5910918 10.5946860 9.3353962 1.3590713 10.3006073 8.4341040 9.5298303 8.3814383 3.5814597 10.7409740 11.5737945 NA 12.9834092 13.0075031 11.2836357 8.9440332 7.5488951 11.3064641 10.8348040 11.7389345 10.5222968 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 1 3 1 1 2 1 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 1.317845e-06 3.468013e-07 0.3128975 10.6649828 9.9603977 9.0678269 3.5353314 10.1008418 7.5808495 -0.2719489 1.3672033 5.8260094 8.3826128 10.5707200 4.8979035 8.5921629 11.1103306 12.0091824 9.2613066 11.9630935 11.9660830 5.0855309 9.8751817 8.7038247 10.3390016 10.6140544 9.3035162 9.1202941 7.6646151 8.9471454 9.1833041 12.7319716 8.1724325 6.2978315 -1.2719489 -1.2719489 10.2676203 9.8777239 5.5093380 7.2318029 4.8154371 8.4626863 9.5851802 10.3316031 8.9447226 3.3718376 11.2784831 10.4153525 9.6348675 11.2064937 7.9591981 10.7957473 -1.2719489 8.6865296 11.3767838 2.7279858 11.6516757 10.2627660 8.4249443 -0.2719489 10.5713522 10.3589810 8.7203062 8.2258287 6.0317569 1.8978987 9.9337700 9.0588936 10.3366937 0.3128975 6.4626871 9.0283293 1.7279640 10.5473576 9.1594745 5.6227957 11.8946640 10.9900717 9.7572640 10.9069528 10.1807328 15.3041954 -1.2719489 8.4911893 9.2466299 5.2515373 7.2902189 8.0041013 6.6527891 3.4116703 11.3171598 10.8853238 10.6006517 8.4895281 2.8978987 3.5859600 9.5417580 8.4626863 7.7419975 9.1594745 10.0866280 10.2318026 7.2825658 13.0344658 3.8154422 -1.2719489 1.3129555 10.4660691 7.5983414 8.9190361 10.6675560 3.3129410 NA 10.4465097 7.2593582 10.6962980 7.6527891 10.8107912 7.9447226 NA 4.2198268 NA 11.8156054 8.4895281 9.9705555 4.1202939 10.1781570 8.5592842 7.9971033 10.9797551 9.0833280 3.9374291 8.0248931 4.0133819 9.3241666 0.3128975 NA 8.9483553 9.5695412 11.0736593 8.8777240 9.8751817 9.4986406 10.1797031 2.0499095 9.9319365 8.2534977 9.6478160 3.8572644 10.2313057 6.5545259 NA 7.8624030 13.8086694 3.1203022 7.9398654 11.5561133 8.1812477 3.9759053 6.5797262 11.5501493 11.2288187 9.8789933 11.1807329 11.5561966 10.5628428 10.2352759 9.0833280 7.8853236 10.8443208 9.1369434 6.6044939 2.8978987 -0.2719489 0.3128975 9.9215022 10.1955824 9.7503446 7.8903683 9.8039440 9.5867349 7.4353361 9.7859685 5.6937601 11.7786758 9.8991536 9.3888641 5.6821744 11.6944823 12.2538646 10.8121208 8.7134061 1.9514013 9.8891087 9.8572598 11.2200803 9.1106008 10.1646884 9.6550140 9.2208315 9.1874085 1.5353563 8.5781636 7.1750605 9.0986643 11.2325476 9.4273323 7.9526778 3.5353314 11.5880938 9.0932057 11.2483499 8.4405038 10.2052291 10.1573836 12.2927217 9.2978325 6.8675283 -1.2719489 9.5207672 7.6408660 9.7357049 8.8777240 10.6825367 8.7123953 7.7023916 10.3884185 8.6167201 2.4284104 8.7641504 3.8572644 4.9759053 4.2515373 1.5353563 10.6723229 6.0317569 7.5223924 11.3260293 6.4651909 0.3128975 10.9573965 10.3058776 11.3566501 11.7468724 9.1719564 9.6002053 6.0883409 10.9573965 11.9126972 10.3101188 9.8611190 12.0168429 2.1874194 8.0041013 1.3129555 10.1579066 9.3555108 8.7152410 9.2037102 13.4507310 13.8793502 0.7279640 10.7290331 9.9325480 NA 4.2198268 8.5206045 0.3128975 1.3129555 8.2632523 7.8572601 14.7194987 10.7497341 8.9675753 9.8384602 9.5385484 11.6659023 9.1341819 9.1436868 10.8617612 2.4284104 2.1874194 9.2902193 9.7791857 7.8233736 6.0678258 11.2875929 10.1106009 10.9316307 10.1142488 9.0866280 11.4441532 7.7805450 5.3153416 9.7102575 -0.00981850 0.00415790 0.00322230 -0.00478990 0.41446000 -0.00899060 -0.01243800 -0.00841970 0.05266800 0.02259000 0.02259000 0.02259000 -0.00981850 -0.00981850 0.00415790 0.00221930 -0.44307000 -0.44307000 0.00322230 0.00322230 0.00322230 -0.00478990 0.00291330 -0.01243800 -0.00297740 -0.00297740 -0.00098298 0.00027728 -0.02817500 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.460992 11.315286 11.102473 10.179188 9.952582 11.975014 4.610617 3.428410 7.541758 5.783260 12.714263 8.421865 9.468601 9.187367 8.380804 9.397748 11.434473 7.320434 10.725156 8.699520 8.602958 8.683903 9.606679 8.004101 7.346362 10.606794 13.457013 10.4841161 10.5481558 0.3128975 8.9888962 7.9325478 10.2233322 10.2352759 11.8761356 9.0374531 9.7385049 8.0499052 9.6894265 6.9519782 9.1008418 9.5851802 7.4828644 5.4144772 9.6915954 9.4048154 12.7847839 10.5793355 12.3951993 7.2797619 9.4021692 10.5341236 16.0201277 11.9877201 14.0736939 11.2340364 1.8978987 11.0975741 9.9422959 11.1349790 9.1833041 9.3888641 9.1945631 9.7873213 11.5144506 11.4683858 4.8777246 5.8777246 14.1721987 10.9788674 9.5433602 6.8469182 9.6250659 NA 11.5223927 -1.2719489 12.5885789 11.6693418 11.0549680 11.110331 10.339002 6.788673 6.705256 8.884060 9.687979 6.040860 13.065985 3.120302 13.472180 12.476379 8.974717 9.596838 9.650561 4.251537 0.727964 9.201683 8.241704 9.251539 10.124046 10.944723 12.311295 10.686167 3.187404 10.175060 7.509336 8.988896 11.774589 10.401728 4.937429 9.930101 9.612911 7.772371 9.750345 3.727975 11.232548 11.164688 NA 12.792130 12.027328 9.951978 10.388418 7.655755 10.876136 11.058053 12.073917 10.663930 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 1 NA 1 1 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 9.64988271 6.77316031 -0.48903808 2.14090951 5.65052332 8.82271931 9.95857084 5.61949518 8.03649179 11.01529336 12.03293935 11.33990076 11.44613597 11.72923143 4.12568416 9.83289903 9.15211952 10.11922582 10.64186317 9.19484277 8.81817184 6.87291492 9.16828927 9.12935644 11.58494508 8.22351523 7.12568106 -1.48883561 NA 10.37438290 10.02321764 6.45933817 7.79405905 3.83290014 8.39666728 9.33194768 10.10342801 6.61425930 4.46516476 11.55809483 8.53749449 9.11181303 11.47386695 2.51096192 10.20663419 NA 8.10902356 11.23164271 2.59843667 12.14884105 10.33075087 8.28904827 -0.48903808 10.32259046 10.28913429 9.15398819 8.16381570 3.68089817 -1.48883561 9.88655350 8.89683340 10.24398628 3.15482621 6.89034941 9.31039829 0.09599191 11.08651019 10.39208490 5.85969877 11.79428073 12.14078287 9.85693046 11.03795911 9.60306733 15.66332511 NA 8.88383614 10.38249121 5.27915553 7.39055420 7.56353874 4.98670218 1.31834577 11.36076694 11.22285297 10.39514144 9.08461814 4.09593286 -0.48903808 9.39055420 8.36272016 7.73013927 9.56081945 9.87893159 10.29437848 7.37515675 13.31363875 1.83289001 0.09599191 4.95391240 10.31429490 8.16739556 9.32795452 10.54060330 1.09592442 NA 9.30050449 8.09028712 10.71775335 7.67336208 11.19155025 8.26919402 -1.48883561 3.03453268 -1.48883561 12.66246322 8.63250452 9.54025825 4.36894990 10.07940211 7.74698518 8.04430067 10.90167734 9.10529543 3.97040274 8.66071795 3.90328898 8.96424151 NA -0.48903808 8.91504817 9.71064322 9.83177149 8.47531191 10.79839476 9.35253520 9.95184012 1.83289001 9.21919273 8.92987767 9.86483459 3.86851886 10.40313423 6.12568003 -1.48883561 7.99478675 13.31495065 2.59843667 10.37940772 12.84928949 8.47819728 4.92036000 6.59312067 10.17675098 11.19133045 10.52882328 11.10622843 11.19854130 10.36817445 9.90328838 8.24059149 9.40957232 10.51484017 8.94674548 3.31833130 0.83293051 1.31834577 0.51096192 9.98213811 11.44852866 9.75473989 7.52219781 8.96360330 10.18780956 4.21140943 8.53472541 5.56625197 11.47675521 9.78534915 9.42161359 6.27915553 11.55758341 11.99780597 10.79810610 8.49400711 4.16402998 10.00832385 9.98721085 10.93250983 9.03551257 11.18648700 9.38364576 9.63573843 10.78971075 2.41786601 8.30376112 6.99881041 8.22349785 11.12660059 8.10258675 8.40995008 3.51097457 11.34583699 8.64282790 11.51255505 8.40427261 9.71248229 10.00732545 11.77453358 9.23207022 6.33114984 -0.48903808 8.44022926 7.73255820 9.96424151 9.20184187 10.68032603 8.59577926 8.28411015 10.54576986 8.51097102 1.09592442 8.31187090 4.92036000 2.68088692 4.18339917 NA 10.99529039 6.76363598 6.05012944 9.78593138 6.39153403 0.09599191 11.06436022 10.02173511 11.29744479 11.57655535 9.19133045 9.81013314 6.55186358 11.07845173 11.70495822 10.37438290 9.81246710 12.34859887 1.51096192 8.15121599 1.51096192 10.10762654 10.06027427 8.65944760 9.48825088 13.47327955 14.75392171 1.51096192 11.23974178 9.95546829 -1.48883561 5.81264967 9.04845145 -0.48903808 0.51096192 8.33751933 8.27584235 15.13819131 10.90760515 9.23377856 9.62080155 10.05303542 11.58125963 8.98264626 9.08829586 10.97398437 1.97041195 3.51097457 9.14940673 9.70017769 8.05400297 4.68089817 11.32033715 9.92089216 10.85387896 10.07800480 8.05786558 10.90516562 7.37824976 5.93328700 9.49823491 0.00248870 -0.00276250 -0.00346270 -0.01599200 0.48578000 -0.01059800 -0.00323000 0.00000000 -0.05443100 -0.05443100 -0.05443100 -0.05443100 0.02848100 0.01328000 -0.00276250 0.00235810 -0.50048000 -0.50048000 -0.00207260 -0.00041585 -0.00041585 -0.01599200 -0.00894040 -0.02210200 0.00390820 0.00390820 0.00000000 -0.00761010 -0.49287000 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 10.035023 11.515543 12.062799 9.725290 9.753550 11.761417 6.810180 2.318317 7.046247 5.125680 12.094876 8.497581 6.154826 7.607291 8.463902 9.425356 11.780390 7.107161 10.896833 7.318326 8.290690 8.865297 9.162238 8.127520 7.568962 11.114365 13.085269 9.8418878 10.5539982 NA 9.0510991 7.8619101 10.0931129 9.9719387 11.7799515 9.0732134 9.7007955 8.2269328 9.7367809 6.9704027 8.8497072 8.8663220 5.8147529 3.5984367 8.3595941 10.0869827 12.6537162 10.2473729 12.8376111 6.6901838 9.7469852 10.6473213 16.1109491 12.0472182 13.2571178 11.4682544 2.0959244 11.0883998 11.2816349 11.3454420 9.3743829 9.4216136 9.1062284 9.6883905 11.5183487 11.4762069 6.1403267 6.0501294 13.1258487 11.3941870 9.6070271 7.7277170 9.6852725 0.8329305 11.4088164 NA 12.6278022 11.6162067 11.0355126 11.0152934 10.1192258 6.9497625 8.1709671 8.9704025 9.3905542 4.9867022 12.7407203 2.2114172 13.9174085 12.8646691 8.9775573 9.5216809 9.9750060 6.3751576 NA 9.4208641 8.1052957 9.3343381 9.9724504 10.7707142 12.4644399 10.0306071 -0.4890381 10.7511660 7.9476825 8.8181718 11.6774479 10.1321070 3.2658569 10.4832327 6.8641180 8.6402540 9.7547399 4.8685238 11.1266006 11.3605715 NA 12.4019002 12.2738720 10.2299319 10.5457699 7.1974713 10.6518007 10.6896358 11.5084274 10.8646994 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 1 2 3 2 3 1 3 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.144444e-06 3.468013e-07 NA 11.25656366 10.36621608 8.97277076 7.09690697 9.20409620 9.06789116 -0.04260539 1.23829773 4.44921139 9.08147705 10.28097348 6.49651508 5.31490675 11.27448561 11.86893492 8.40856667 11.31243142 11.72657368 -0.04260539 10.72512627 9.02479006 10.20883802 10.54090857 8.23580507 8.65952823 6.58671221 8.33889858 9.00992377 13.04912161 7.97541696 6.19576098 NA NA 10.22531277 9.71807559 7.51577631 7.52721112 3.27927813 8.59398041 9.30829488 8.89840337 7.23347971 1.95735747 11.49481674 9.42903090 10.07694530 11.87547353 9.84457632 10.73871541 NA 8.15457258 11.56352949 3.48091135 11.88957043 10.39458756 7.92602255 -0.04260539 10.06244569 10.37327170 9.17101888 7.71890682 5.02344610 -1.04275399 9.99146686 8.83999863 10.30774237 3.41678571 6.68527582 9.40443888 6.59397966 9.74688931 9.77433936 6.31490856 12.70630637 11.63969193 9.52436110 11.09338554 10.75339528 15.81447407 NA 8.75014588 9.05538765 4.44921139 7.55354559 7.72884498 7.10710302 1.54473266 11.15917328 10.53100290 10.11343875 9.17167471 2.95735747 5.52721112 9.50328552 8.90718241 8.07369975 9.42292214 9.74362537 9.94461968 7.25197656 13.28167687 0.95732032 -1.04275399 8.24044409 10.28771238 8.60301428 8.91155198 11.05801798 1.95735747 NA 10.26227729 7.77113684 10.73831363 8.74851859 10.99798784 7.86724846 NA 9.23231611 -1.04275399 13.02663759 7.04481812 9.16924407 2.86425549 11.14625356 7.06588031 7.84305235 10.86912210 9.02881803 3.76470708 8.35396059 4.27928556 9.25082731 -1.04275399 NA 8.76148674 9.48189729 10.00038288 8.71724389 10.41883507 9.74933246 9.71474574 2.12727008 9.60661193 7.98802283 8.67503221 4.04482249 10.40081722 2.27929299 -0.04260539 8.63331277 13.22165164 5.71224359 7.08663836 11.53643582 7.86424620 4.57206504 6.79655882 10.91952869 11.31628153 10.19336987 10.88402227 10.99158030 10.60211323 8.55168020 8.86724877 9.85444486 10.75258361 8.78958124 6.60840712 2.12727008 -0.04260539 NA 10.12163414 10.60391439 10.14903182 7.05538765 9.42437018 6.11722750 3.12728660 8.38362049 5.99077792 11.77353935 9.46217464 9.33130841 5.40029883 11.18135734 12.53289491 11.67524622 8.71057228 4.18308946 10.13539802 9.77753462 11.16375960 9.12226271 11.07888918 8.79182677 9.61467414 7.39198419 4.08663942 8.52340984 7.85822225 8.33239511 11.51098496 8.25091942 7.38370429 2.95735747 11.12257676 8.41268289 11.96473340 9.41678718 10.04879105 9.93892295 11.42419690 8.79498373 7.54607027 NA 8.71057228 7.86724846 10.10010092 8.63154778 10.68976478 8.74688947 8.58671221 10.61690561 8.93606605 0.95732032 7.37098376 6.28827181 2.27929299 3.95735747 -1.04275399 10.66557735 7.03417169 7.05011311 11.32010221 6.32734605 NA 11.01973916 10.36196504 11.24333574 10.42750613 9.02881803 9.64466135 7.01258432 11.40650430 11.93820925 10.38257161 9.82231557 12.23522420 NA 7.76471040 0.54230758 10.09882416 9.07759364 8.87621886 8.78549203 14.72248634 14.07686423 5.48091781 11.75602998 10.31820271 NA 5.12507659 7.75177166 0.95732032 1.76472831 8.14964857 8.41678740 14.12778934 9.83238308 9.15825421 8.96718417 8.36886654 11.93874458 8.19814689 9.23349170 10.32695299 2.76470708 4.20528302 9.14964857 9.71890682 7.76148674 6.51194395 11.29218760 10.00924428 10.66687036 10.13850796 8.28153598 11.26569468 7.08147705 5.04248238 10.03883904 0.01070300 0.01070300 0.00638710 -0.00070234 0.48251000 -0.51414000 -0.00027724 -0.00719580 -0.03694600 -0.03694600 -0.03694600 -0.03694600 0.01000600 0.00094798 0.01070300 -0.00101030 -0.50121000 -0.50121000 -0.50121000 -0.50121000 -0.50121000 -0.00070234 0.00531540 -0.00027724 -0.49861000 -0.49861000 -0.00719580 0.00000000 -0.49882000 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 10.775938 11.614004 11.293583 10.086639 10.353960 11.577575 6.288272 2.416786 7.671601 4.864246 12.873795 9.100573 7.650843 10.262129 8.441796 9.529108 11.337546 7.186175 10.896935 8.733789 8.381522 8.368062 9.334447 8.099462 7.353960 11.308295 13.001835 10.876219 10.599859 NA 8.888093 7.297206 10.270806 9.818443 11.507621 9.123519 9.863495 8.183768 9.746074 6.279284 8.007204 9.346449 5.349673 5.496513 8.965784 8.917357 12.818443 8.783904 11.348599 6.918111 10.758660 10.375735 15.972357 12.088730 13.204987 11.526499 1.542308 10.687826 10.927821 11.187076 9.615567 9.331308 8.659528 9.994903 11.158561 11.282928 5.738717 5.572065 13.676633 11.005161 9.611992 7.190975 9.322585 NA 11.436125 NA 12.593527 11.717649 11.136954 11.274486 10.208838 6.745259 7.893994 8.886614 9.039505 4.911553 13.415739 4.416786 13.421455 13.862602 8.666440 9.271429 9.782314 4.957357 -1.042754 9.426997 8.251977 9.616460 9.981803 11.067186 12.083092 10.598053 1.542308 9.772739 8.323678 8.937495 11.927462 10.191574 2.657800 10.026805 8.492631 9.867998 10.149032 5.899869 11.510985 11.430554 NA 12.530411 11.904445 10.060644 10.616906 7.879197 9.835407 10.847620 10.856958 11.274579 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 1 2 1 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 1.352525e-06 4.855218e-07 -1.3356992 10.9757526 9.7517509 8.6429986 5.0566052 9.5794206 8.3279707 -1.3356992 1.8050860 5.0393271 8.7303774 9.8584293 4.4971780 7.3331732 10.9266766 12.0667672 9.5659092 11.0352452 11.6531503 2.9122091 10.6458554 7.9098409 10.8994048 10.5987162 8.9357511 8.3836771 6.5469315 9.2936448 9.0207400 13.2712716 8.3423423 6.0566052 NA NA 10.4468768 9.8608902 6.1641346 7.9169537 3.4716427 8.3420075 9.4250081 9.6038674 6.7987141 3.3081424 11.5905841 8.7922824 9.9038867 11.3029503 2.5711671 10.3781042 -1.3356992 8.2227089 11.1144683 3.5222692 12.0678328 10.5358083 7.9817008 NA 10.1989557 10.3949153 8.6413105 7.7464371 3.7935734 -1.3356992 9.9833957 8.4812719 10.6476380 3.2492481 6.2417163 9.5957643 3.6184853 10.1339299 9.9583343 3.9496937 11.4149113 12.9372094 9.7557235 10.6465687 10.5230462 16.2042799 NA 8.1237195 10.2808370 4.6184853 7.3153398 7.7032073 4.3922075 1.3104565 11.3697045 11.3623416 10.1425522 9.2530027 2.1237324 2.9862107 9.7350799 7.8931067 8.7141366 9.5207135 10.0113557 10.3054367 7.1072317 13.7234213 0.2492633 -0.3356992 5.9216767 10.3406860 7.6387023 9.1349471 10.2265306 1.9862289 3.1878469 9.4183405 8.0393276 10.5561667 7.1917650 10.7045778 8.4603277 NA 6.1154994 NA 12.1422993 7.9334145 9.9252076 4.8140376 10.2255761 8.9038867 7.7384294 10.1750522 8.8367157 2.8342056 7.6387023 4.2789958 9.0019100 -0.3356992 NA 8.5606206 9.4099624 9.8335868 8.1051574 10.7967878 9.4955952 10.0333401 1.2492633 9.8882898 9.5636449 8.9929630 3.7086839 10.2977374 4.6415691 -1.3356992 8.4668045 13.2704041 -0.3356992 9.9663558 12.3778894 9.1298546 5.0218395 6.7249844 9.9444788 10.8404613 10.4776685 10.7938931 11.3356058 10.8522587 8.7290310 7.5711785 9.1460875 10.8070333 8.8023807 2.5711671 2.4716557 -1.3356992 NA 9.6543920 11.2087696 9.6315143 7.9122157 9.4295411 8.7344092 4.6415691 9.3313996 6.3367136 11.5402294 9.3287353 8.8713025 5.9216767 11.3718629 12.6684208 11.6047852 9.0621017 1.7534334 10.3638605 9.8657995 11.6627022 9.0768578 10.6451417 9.5307943 9.9157705 9.5704271 1.2492633 6.9122151 7.3507889 8.4924245 10.8713024 6.7934681 7.7703276 1.9862289 11.1824494 8.2863401 11.1301096 9.6977111 10.1465918 9.8360904 11.5902134 9.2034469 8.2284378 NA 7.9098409 7.3507889 10.7307137 8.8822456 10.8405579 8.6699126 7.7222795 10.6454986 8.9216758 -1.3356992 6.7357510 3.7086839 2.3647405 3.8342157 0.2492633 10.5685463 5.0566052 6.0130155 10.3447355 6.0206955 NA 11.4798715 10.4639745 11.0286964 11.1382475 8.5771773 9.2063526 6.7215217 10.9169535 11.2350925 10.5427223 9.9163621 12.5110517 -1.3356992 8.0019097 0.9862289 10.4542293 9.1103374 8.9450590 9.6894276 13.2171973 14.2716762 0.6643008 11.1443209 10.3612556 1.9862289 4.4191748 7.6358313 -0.3356992 NA 7.3402454 7.8516404 14.8743315 10.9146487 8.3819647 9.0447493 9.5003384 11.4047013 8.7728127 9.0931088 10.6709648 3.4191748 2.6642780 9.6713153 9.5575897 7.4489232 5.1720834 11.3320649 9.7793318 10.9476659 10.0165247 7.5003384 11.0950020 7.3260663 5.1780931 9.8779999 0.00000000 0.00000000 -0.01780300 -0.00954260 0.48802000 -0.00995650 -0.00456950 -0.00581400 0.02328600 0.02328600 0.01149500 0.01149500 0.02300500 0.00000000 0.00000000 -0.00041585 -0.00761010 -0.00761010 -0.00761010 -0.01945200 -0.01945200 -0.00954260 -0.00277070 -0.00456950 0.00416320 0.00416320 -0.00581400 -0.00721610 -0.50774000 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 10.138501 11.679006 13.273063 10.083195 9.496387 10.980852 4.278996 3.419175 6.912215 5.863961 12.050420 8.685935 7.556071 10.413219 8.219606 9.033885 11.595949 6.635831 10.494803 7.801279 8.058751 8.468822 9.572058 7.442365 7.914587 11.403436 13.394227 9.705263 10.388802 -1.335699 8.925208 7.107232 9.922265 10.366028 11.480072 8.465188 9.792282 7.241717 9.737760 6.808946 9.396456 9.444008 6.343768 2.471656 8.481272 9.086353 12.882019 9.488451 12.825420 7.514163 11.944334 10.470838 16.320280 11.913105 13.168486 11.099698 3.249248 11.259312 10.794859 11.478470 9.300913 8.871302 9.057679 9.787116 11.343328 11.374229 2.986211 5.902693 13.361926 11.249016 10.135455 6.849164 9.355159 NA 11.125768 NA 12.816969 11.549952 10.590213 10.9266766 10.8994048 6.6242896 7.9566096 9.2073199 8.8367157 5.6300734 13.0406299 2.1237324 13.9308184 13.1683622 8.5082092 9.4055191 9.9952049 6.7086825 0.2492633 9.8083089 8.2679145 9.0544570 9.8571665 11.2171973 12.4044905 10.1496143 -1.3356992 10.4884513 6.8140351 9.4407212 11.2229480 10.0317029 3.6642894 10.7916376 2.7517422 8.4191756 9.6315143 5.9862152 10.8713024 10.9697799 NA 12.4805718 12.5675109 10.6038673 10.6454986 7.2111826 10.7610032 11.2723118 12.3548787 10.4890878 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 2 5 2 1 6 1 1 2 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 9.8502923 8.5868248 1.3826673 -1.1376478 3.6197299 8.3842959 10.9432925 6.2119564 6.2826918 11.6988066 11.9048479 7.7174386 10.5657904 12.2561309 0.1602748 10.4325353 8.4129597 10.9065287 10.1821997 7.4701496 8.3252011 7.1413858 10.4499290 9.2263835 11.3397888 8.0363610 5.2335430 0.1602748 NA 10.5454377 9.7841758 4.9503704 7.8607338 3.0347616 10.5756840 9.1047623 9.2209903 8.3201656 2.1603071 10.6431023 9.2981393 5.0831283 10.9312335 5.8791127 10.8285884 -1.4246877 8.2495240 11.9916016 3.8607344 11.6629604 10.0464990 7.6942729 1.5753123 10.8076208 10.3836566 8.4074781 8.1008526 6.1602950 NA 10.1236721 9.1973836 10.0586438 1.7452373 4.9503704 8.4761986 3.6197299 8.9162945 9.6968653 8.2495240 12.4269725 13.5778392 9.7835662 10.6818948 10.9452017 15.8583568 NA 8.5163792 9.2055990 4.4579751 7.4941948 7.8791127 7.6441101 2.1782047 11.1987561 10.0959505 9.9062488 8.9185174 6.0429376 4.2757744 10.0270581 9.2110499 8.1789581 9.5568991 9.9218455 10.0969323 7.4941948 13.0844264 0.1602748 -1.4246877 1.3826673 10.4765758 7.7750044 8.8208845 10.1270401 -1.4246877 2.1603071 10.0010722 8.3859034 9.9938381 9.8380140 10.7713191 7.5668540 NA 7.7502574 0.8972404 10.3875091 7.4018804 10.0042154 3.5753365 10.7511932 7.9611944 8.1451873 11.0104812 9.3443432 4.5295274 6.4333134 4.2191918 9.2635821 1.1602748 NA 8.8279971 9.6059989 10.3513535 8.5045902 10.8277015 9.9783438 10.1057382 2.3826949 9.5533271 6.8927444 8.1621718 4.2128261 10.5112335 3.0347616 -1.4246877 6.6251799 13.2460434 9.1640463 3.6197299 6.0671848 8.9361789 3.7452588 6.5178457 7.5809565 11.5402141 10.2160287 11.3245727 11.1107579 10.8833864 8.8722479 7.5031102 9.7805142 10.6769793 8.6823394 9.3566916 5.8791127 -1.4246877 NA 10.3525872 11.5820085 10.4852249 7.2512892 10.6831472 3.0988911 8.2477571 9.5273450 8.5439985 11.8459191 8.7527513 9.5207756 6.3955101 11.4574017 12.2207651 10.8639096 8.9273753 3.9346392 9.9692584 10.1437630 11.5411161 9.4897169 10.3842960 9.3377138 9.4480066 9.1817369 2.2757818 8.9394664 8.0631718 9.0841169 11.5220554 7.8155985 6.5716070 4.2757744 10.9495562 9.1508711 11.7966168 9.6333235 10.1470844 10.7499455 11.4090126 9.6766511 7.2548123 -1.4246877 10.0520780 8.2530514 10.0661827 8.5016278 10.6785967 8.7835663 8.2912937 11.2290726 9.3509421 2.3826949 8.1375742 5.6942729 2.0347792 5.0015951 1.3826673 10.4572105 7.1973838 6.8745400 10.6197260 6.1005404 NA 11.0596512 10.3231052 11.2080999 10.3377139 8.3117338 10.1173674 5.8194587 11.7566394 12.2852772 10.6501423 9.8532004 12.3681221 -1.4246877 7.6087545 1.3826673 10.5053298 8.9492845 8.7326786 9.0841169 12.8745398 15.2253457 1.1602748 11.9048479 10.5461567 0.1602748 6.6712566 7.1752451 0.1602748 -1.4246877 8.3235245 7.6627944 14.8558851 9.4180828 9.3210061 8.9708660 7.8745400 12.0780393 8.3402035 8.8859446 11.4214098 2.0347792 3.7847866 9.0357877 9.8955683 8.6851626 6.8089513 11.4966149 10.2818278 10.4889692 9.8736923 9.3517648 11.5202269 7.5353337 5.2995744 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 10.442213 11.344756 9.658811 10.347234 11.109635 8.397106 6.879113 4.597698 7.517847 3.034762 13.162992 8.025718 11.930408 8.103630 8.344591 9.750881 12.014254 8.001597 11.344963 9.732679 8.824445 8.340966 9.221107 8.318483 7.772549 11.058896 12.705661 10.5618850 10.5306185 NA 9.6454527 7.6087545 10.3339714 9.9090463 11.7030038 9.8785417 9.9942386 8.0811436 9.9284787 5.2895763 6.8089513 9.3226855 10.3566915 6.6467949 9.3729934 8.7225367 12.8298438 8.8893485 12.2981393 7.8404544 11.6207502 10.5597503 15.6210275 12.4767644 12.7234906 11.4921443 2.6627980 10.1499253 11.3464086 10.9110013 9.2618324 9.5207756 9.3024013 10.1826621 9.8350750 11.6444425 2.8972598 4.9503704 13.7030469 10.6880971 9.8676534 9.7007452 9.8910474 0.1602748 11.7870680 NA 12.6137365 11.7682349 11.3826868 11.6988066 10.9065287 5.5295274 8.9295812 8.9697946 9.2290726 6.4701496 13.9450116 3.1602910 14.0141886 13.3475433 8.9973966 7.6556431 9.6094431 3.0988911 0.1602748 10.1645148 9.3302193 9.4333127 10.0641611 11.3923154 11.2207651 11.1306399 0.1602748 11.0988938 8.3218460 9.1668543 12.3769391 10.0352757 2.2757818 10.0337385 6.8137363 7.8041504 10.4852249 6.7750044 11.5220554 11.1777987 -1.4246877 12.8848792 12.3532035 9.9011994 11.2290726 7.9611944 10.3685287 10.1757093 9.8660706 11.4731716 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 1 1 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 9.8542575 5.8163923 NA NA 3.6040951 8.7015109 8.4650027 4.1604927 5.3495245 10.5410828 11.8343309 11.6459187 10.2066336 11.2918344 2.5166456 8.7138525 9.7309547 9.6536267 10.8780311 8.3400027 8.4325152 4.0401998 6.8204164 8.9470881 11.8399719 8.0511720 4.5610328 NA NA 9.8719867 10.2698524 6.3621262 6.9260267 2.5166456 8.4384767 9.3683847 8.5053205 7.2914231 3.5166330 11.2564162 8.0323356 8.9408019 11.2761078 6.5827246 10.1685843 NA 8.3175356 11.3332193 3.5166330 11.5330957 10.2385892 7.3683851 NA 10.4257787 10.3266851 9.3110514 7.7880984 6.0864908 2.5166456 9.6536267 7.9429003 10.6093928 3.3239897 5.9923696 9.1676873 0.5166203 9.7550404 11.3280104 2.9760703 12.6198415 12.6215619 9.4369884 11.7945042 8.9217770 16.0933266 NA 7.7212065 11.4903330 3.6865566 7.5773314 7.4824200 5.3239897 1.1015828 11.4999856 11.4838619 9.5719181 9.2479546 0.5166203 2.5166456 9.5719181 8.4737378 8.1423445 8.9153793 9.3077985 10.6212344 6.6865608 13.8034821 0.5166203 NA 5.4708329 10.6689205 8.1202617 8.8272484 11.1216521 4.2170756 NA 8.8564856 7.9132407 10.5300700 7.8249746 12.3350181 8.6277713 NA 4.9089522 0.5166203 11.5994500 7.1532602 8.8408163 3.9760703 10.1044132 9.1819717 7.7358044 10.6971664 8.3142973 1.8385484 8.6840539 4.1015997 9.2914226 NA NA 8.5610297 9.6977879 9.9449957 8.0712248 11.4351263 8.9089531 9.8317853 0.5166203 9.8475526 7.2781865 10.0902829 4.8302452 10.1559764 4.1015997 0.5166203 7.2377348 13.3586913 2.8385686 11.9629436 13.4441358 9.5947865 3.7645585 6.0084891 11.6606565 10.9632021 11.1872919 10.2979953 11.3519479 10.8089573 7.3110517 9.4280276 11.2517685 10.9014194 9.3863991 2.5166456 1.1015828 0.5166203 NA 9.2291627 9.8486722 8.7138525 8.1313456 8.3846249 9.9523059 1.5166203 8.4053789 4.3746153 11.6481711 10.1586873 9.1015981 4.6865622 11.3530805 12.5912789 12.1221152 8.9239033 1.8385484 10.2690163 9.8949305 12.0587002 9.0124907 11.1895029 9.1109603 9.4235263 7.1015986 2.3240041 8.2308812 5.7645638 7.4766377 10.6549074 11.1714417 9.9427011 1.5166203 11.4780853 7.8475523 11.2351685 6.0244305 9.8905884 9.9954052 11.3923850 10.4429317 5.8385636 NA 7.2239949 6.7550398 10.8725373 9.9832219 10.7422528 8.9616505 7.7260887 9.4340077 8.6251601 1.1015828 7.4114534 1.1015828 2.6865678 3.8385686 1.5166203 10.9822020 3.3239897 5.3992771 9.7200080 5.3623752 NA 10.7120079 10.5759801 11.1062868 10.2938909 10.2656670 9.8158322 6.8877592 10.3328194 10.0644942 10.5271637 10.0528829 11.7460553 3.4235244 8.1640939 NA 10.0798319 9.5334440 9.3175356 9.3589861 13.9478067 12.3278096 -0.4833797 10.4451540 9.8840504 -0.4833797 4.4235244 8.6171140 NA NA 6.9344882 7.2781865 14.2054869 10.5201536 8.3239906 8.5987846 8.7406372 11.1414311 7.0712242 9.3829717 11.9000699 3.1015997 NA 9.9408019 9.2222680 7.1386875 3.6040951 11.2593661 9.3823690 11.2581026 9.5692038 10.0104910 9.5124027 6.7740240 2.8385686 10.9878028 0.0037465 0.0037465 0.0104240 -0.0024938 0.5560200 0.5473500 -0.0099565 -0.0123000 -0.0023553 -0.0023553 -0.0023553 -0.0089906 0.0037465 0.0037465 0.0037465 0.0000000 -0.5969500 -0.5969500 -0.5969500 -0.5716000 -0.5716000 -0.0024938 0.0030522 -0.0261290 -0.0658500 -0.0710710 -0.0123000 0.5484100 -0.5357100 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 8.915379 12.037500 12.659859 10.182860 8.747857 11.544196 5.706461 3.764558 6.856485 4.976066 11.331619 8.367666 7.304538 8.866182 8.160240 8.479532 10.782837 5.399277 10.232598 8.408419 7.891675 8.742783 9.418770 8.145992 7.086491 11.635901 12.020461 9.5813784 10.2048859 0.5166203 8.8763853 7.7064601 10.2031362 10.8675748 11.8752868 6.8564853 10.0024650 7.5213052 9.8851421 6.6663831 8.6510621 9.5541827 6.3746170 6.2170756 7.7406375 10.0343050 12.2246418 7.7974067 13.6359010 5.1078971 9.3175356 9.9984350 15.6865215 11.6603377 13.2265810 10.7945042 -0.4833797 10.5786818 8.6225442 11.3765586 8.3589861 9.1015981 9.3077985 9.9239034 10.9423761 11.7324689 7.1459922 5.0084869 13.3480211 11.7175342 9.2428537 9.2346033 10.3272073 NA 11.3264038 NA 12.8283840 11.2135945 11.1011284 10.5410828 9.6536267 6.4939163 7.0004519 9.4175023 8.1423445 6.7550398 12.4421715 2.6865678 14.3521433 13.3158161 7.8430649 9.7238087 10.5138151 4.8385636 NA 8.4996291 6.9595789 9.2864734 9.4487913 11.5271638 12.1248904 8.5362262 -0.4833797 9.9729901 8.1784139 8.9068046 11.2018225 10.0114912 1.8385484 10.2648284 10.5390035 8.9365958 8.7138525 3.9760703 10.6549074 11.9837317 NA 12.5426403 12.6824848 10.9413268 9.4340077 7.0788777 10.4008061 9.9302635 10.8944155 10.6652012 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 3 3 1 3 4 3 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 1.629966e-06 6.589225e-07 -0.4552179 11.3446601 9.7046427 9.0732255 5.8846223 9.4843506 7.5394078 NA 2.4136482 3.8667003 8.2434763 9.2145423 5.0525681 5.7831764 11.1718493 11.7846683 9.6381890 10.7864567 11.4677274 0.5447821 10.5007845 8.8416876 10.2268882 10.8918391 8.8290171 9.2171968 6.1813968 8.0604711 9.2338957 13.7339783 8.0620272 6.0205044 1.5447821 NA 10.1989599 9.7071627 4.7926992 7.4243544 3.6322333 12.3752866 9.5905311 8.4651243 6.6375291 2.6322449 12.1616648 8.0955183 9.0653900 12.5490797 5.9793989 10.0902186 -1.4552179 8.3391873 11.4595303 3.9710377 12.4298958 10.8165263 7.7493425 0.1297446 10.4234853 10.6367918 8.8812780 7.7735902 5.1886264 1.8667102 10.1423584 8.8621842 10.0945561 1.5447821 6.4089581 9.8768079 2.2452218 9.6734103 8.9034228 3.1886225 12.7566574 10.8712009 9.6047917 11.0245517 9.7253022 15.6283339 NA 7.7831764 10.4050825 4.3261346 7.4426168 7.4456382 6.6637118 1.4650864 11.6135497 10.9544275 9.8179842 9.1539502 3.7542248 1.1297446 9.7109345 9.4182155 8.8068663 9.6262550 9.6970563 10.2220507 7.1668229 13.9422789 3.7542248 -0.4552179 2.9370807 10.4201369 8.1465422 9.4501584 11.0560299 6.0042025 2.7926888 9.8728854 7.6714760 10.5374796 8.5206195 11.3086062 8.3326739 -1.4552179 4.1297364 -0.4552179 10.1165241 7.2207285 9.2382583 5.8393928 10.4043062 8.9100002 7.7196968 10.5650569 9.1353584 2.0042137 7.0205044 5.0525681 9.5105557 -1.4552179 NA 8.5601865 9.8951582 10.0737138 8.4975126 10.7014866 9.5091123 10.0225297 1.8667102 10.1736726 9.1165241 9.6441653 4.5671377 10.4293236 3.0683269 NA 7.2417391 13.6522746 0.1297446 9.5206195 12.9131415 9.3513211 4.9877165 7.5726775 9.7308856 11.2822301 10.6095142 10.7407587 11.0996744 10.8728853 8.4989676 9.0021523 8.8812780 10.6467471 8.9156114 3.4027495 5.1886264 -0.4552179 -1.4552179 9.9295552 9.8080407 9.7885405 7.4151358 8.8983154 11.6965808 3.0041957 8.9360151 5.6637118 11.4335147 9.5946200 9.3334897 4.8846223 10.9265847 12.5726774 11.6219210 8.9773134 2.1309309 9.7681698 9.8156507 11.1786748 9.0326114 10.7046428 9.1940277 9.1922299 8.0545463 2.7926888 8.6995895 7.3456714 8.1976163 10.8697958 8.2556296 8.4956920 2.2452218 11.2996589 8.1146268 11.7153225 9.3253113 9.9825235 9.8542479 11.5740586 9.3472878 7.2624482 -1.4552179 7.9877148 7.5306131 10.7134436 8.3792423 10.6084834 8.7370641 8.4531640 10.3432432 8.7590906 NA 6.6740538 1.8667102 2.4516727 5.5447728 1.3521370 11.0892530 5.1741267 6.0916660 10.5323197 5.7921291 -1.4552179 11.6257555 10.5647096 11.1991837 10.2096631 9.8039262 10.0118369 6.2506793 10.6679229 10.6568851 10.4806731 9.9039719 11.5193653 NA 8.4411037 0.1297446 10.1590211 9.4554141 9.0693131 9.3902614 14.2938552 13.2304510 3.5447697 10.7560514 10.2043215 -0.4552179 7.1782754 7.2417391 -0.4552179 NA 8.0366248 8.2794810 14.4254550 10.6252559 8.9710362 8.7687732 9.3681386 11.0935933 7.6945188 9.6921100 10.9368205 2.2452218 1.7147071 9.5313245 9.1022350 7.6894299 7.8393921 11.4623300 10.0245517 11.1103495 9.4977674 7.8890671 10.4312301 6.9499131 4.9039059 9.8995717 -0.00193990 -0.00193990 0.01195800 0.00889200 0.44545000 0.00013863 0.00763920 -0.22145000 -0.08909300 -0.08909300 -0.08909300 -0.07173900 -0.17674000 -0.00193990 -0.00193990 -0.44178000 -0.43724000 -0.43724000 -0.43982000 -0.43982000 -0.43982000 0.00889200 -0.44386000 0.00763920 -0.21342000 -0.21342000 -0.22145000 0.01014600 -0.44067000 -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 9.439589 11.866559 11.673088 10.183660 9.614892 10.660465 5.522053 3.352123 7.507668 6.783176 12.007146 8.920289 11.404306 10.693061 8.295796 8.604116 11.347086 5.857655 10.770280 9.634884 7.995982 9.086449 9.630543 7.309643 7.371320 11.375485 11.648387 9.9573412 10.4795680 -1.4552179 8.6611154 7.6688928 10.0164466 10.3034110 11.4641935 8.0935935 10.1372285 8.0742020 9.9461843 7.2658710 8.9252325 10.0280834 6.9794000 4.9877165 7.6135501 9.7855628 12.4977856 8.4289417 13.3505153 7.0265710 11.3541376 10.7569638 15.7450762 12.2023132 13.7542248 11.6557440 0.1297446 10.9376255 9.0456133 11.5745763 9.4074088 9.3334897 9.0974404 9.8514028 11.8233661 11.4405304 5.0839282 5.3521264 13.9441155 11.7877966 10.1590211 8.8138982 9.8502633 NA 11.2227112 NA 12.6546837 11.6163997 10.3756827 11.1718493 10.2268882 6.9835637 7.3744944 8.7358305 8.9793998 7.6135501 12.8426077 1.1297446 12.8277150 14.3708233 8.1483978 7.8729974 10.2105514 5.9541614 -1.4552179 9.1203107 7.3261310 9.6539491 9.2607335 10.9684126 13.0658197 9.5643622 0.5447821 10.2189637 7.8162343 8.9132778 10.5678327 9.7651498 4.6322333 10.6711532 4.8485528 8.3294062 9.7885405 5.1297322 10.8697958 11.0996001 NA 12.5122679 12.0715152 10.5241966 10.3432432 7.9413763 9.8779267 10.3685367 11.0613480 10.8330522 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 1 1 NA NA 2 1 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 10.1347971 6.9543266 0.2105136 -1.0758241 5.7023334 8.1012503 10.8310047 6.7129795 8.4344810 11.3089502 11.8809881 8.8531330 11.3198748 12.2419509 5.1646777 10.6733224 9.4662949 10.3444778 10.2249649 8.0869965 8.4085153 6.8591372 9.0124572 8.9819688 10.5628907 8.0700555 5.2254292 -0.3744489 NA 10.3102655 9.9880088 4.9292987 7.5173009 3.5324042 8.7418610 9.4328717 10.7360002 7.7340416 1.6255043 10.7525440 10.2034177 5.6589398 10.9656452 5.9830688 11.2224054 -1.3744489 8.5621550 11.7033340 2.4328793 10.7006617 10.1093326 8.4456957 -0.3744489 10.5359498 10.1564937 8.6916060 8.3920456 3.9830666 -1.3744489 10.1877593 8.6255167 10.0512573 0.9474791 7.5263834 8.9349932 1.9474417 10.7564091 9.2693731 5.0349068 12.2822635 12.3651920 10.2779137 10.3903885 10.8561378 15.1594093 NA 8.5112134 9.6848613 5.3120189 7.9224334 7.9896516 6.5621554 2.3248394 11.5711436 10.6603159 10.2539624 10.5070132 0.9474791 6.0931228 9.7209139 9.0359683 7.6198700 8.5621550 9.9901987 10.3862368 7.0726000 13.0233920 -1.3744489 -1.3744489 4.6478843 10.3508832 7.6862127 9.1781860 10.4304545 3.1490805 0.2105136 10.4698303 7.6835084 10.2548599 9.3198749 10.2612350 7.6862127 NA 3.1490805 0.2105136 11.7418609 8.4662947 9.8525311 2.7129699 9.8597356 8.2979420 7.6969793 11.0839235 9.4912502 3.2104824 7.3014742 5.1173709 8.8519292 4.8349690 NA 8.8202738 9.4280333 10.1198726 8.6916060 10.8725543 9.6212841 10.4126032 NA 9.5716922 8.0005561 8.3433647 3.5324042 10.2498555 7.3294205 -0.3744489 8.6283318 13.2894641 3.0849487 7.1293428 10.3346007 8.3737095 3.6699112 7.0684602 11.1979803 11.1441700 9.1510376 10.9564338 11.4193701 10.5610503 10.2698239 8.2603278 8.4772661 10.3259566 8.7370570 7.6616905 3.6255160 NA NA 9.5884129 11.2189080 10.0946499 7.6283318 9.7418544 12.5674815 5.5203342 10.3610730 6.2979416 11.7907380 9.9558736 9.1539710 6.1173709 11.9260125 12.0094911 11.0509951 8.5970603 3.0450585 9.7676240 9.8793644 10.8313102 9.2067175 9.9378327 9.5376577 9.1695154 11.4332743 4.6916067 8.9553131 7.2548737 9.1791462 11.0357032 8.2236253 8.2109489 4.9292987 11.3250894 9.4304546 11.4132154 9.3371839 10.0869963 10.1258608 12.0966840 9.4117866 7.1253628 NA 9.6297373 7.4958814 9.4496800 7.9609072 10.6026286 8.7853884 7.5443803 10.7009961 8.3720314 -1.3744489 8.7676240 4.3259548 1.9474417 4.9292987 2.4328793 10.7379564 7.0391450 6.9519467 10.2607816 5.8959521 1.2104512 10.8993125 10.3665624 11.3949415 11.8867303 8.5970603 9.7112283 5.5855184 10.9603488 11.7480214 10.3491778 10.3728707 11.8274876 -1.3744489 7.6942952 1.4328525 10.0491581 9.0005564 8.0349079 9.4480878 12.7045850 15.3038694 0.2105136 11.6461496 9.8440801 NA 3.6255160 8.2161041 0.9474791 -1.3744489 7.9496972 7.9016411 15.1924480 11.0282625 8.8543355 10.0205154 9.7998184 11.7637887 8.4183072 8.9065542 11.1372696 NA 1.6255043 9.1273542 10.1598198 8.0601452 6.0092217 11.2212406 10.1298394 10.5138797 10.0997501 9.0890413 11.5545903 7.6510438 5.5680321 9.6006483 0.00000000 0.00000000 0.00915610 0.00766430 0.01134200 0.00055459 0.00805670 -0.00027724 -0.04400900 -0.04400900 -0.04400900 -0.03463100 -0.00843850 -0.00843850 0.00000000 0.00013863 -0.56813000 -0.56127000 -0.56127000 -0.56127000 0.01000600 0.00766430 0.00694350 -0.57121000 0.00194180 0.00194180 -0.00468670 0.00555290 -0.00567570 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 -0.567 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 -0.567 0.000 0.000 0.000 0.000 0.000 10.937833 11.017029 11.098969 10.188713 10.438897 10.787279 4.406877 2.532417 7.353233 4.353436 12.627189 8.245773 5.854335 9.139027 8.755972 9.710325 12.467671 7.511213 10.898730 8.819042 8.699659 8.405778 8.985069 7.787908 6.495882 10.304997 13.307195 10.3367537 10.3924599 0.6255511 9.1253628 7.3903882 10.1223707 10.0359682 11.0751814 9.5898578 9.4191202 7.3014742 9.6423252 7.3224843 8.1743390 9.1695154 5.5324074 4.6478843 10.0199796 9.2048328 12.8771472 9.7502844 12.2319221 7.8040323 9.0444236 9.9355616 15.9399143 11.7736757 13.0605360 11.1736163 3.0178328 10.7860186 9.4231783 10.8468019 9.5180596 9.1539710 9.6255169 9.9383999 10.6828318 11.7369770 2.9474417 6.4328726 13.5911614 10.5573624 9.0092212 6.2837292 9.0253290 NA 11.5269495 NA 12.3508831 11.8452708 11.4456959 11.3089502 10.3444778 6.2179732 8.4599881 8.6956379 9.4093337 5.6027954 13.4207748 2.3259620 14.0070260 12.5069177 8.6929512 8.9532827 9.6616905 5.2254292 0.2105136 9.4174937 8.9687025 9.1991641 10.2576033 11.2358497 11.5460558 10.9310087 1.9474417 9.5384062 6.2621418 8.8202738 12.4884448 10.2057754 3.8734490 9.7866488 5.3534362 7.2029456 10.0946499 5.4834966 11.0357032 11.1532383 NA 12.6136690 12.0017780 10.1986907 10.7009961 7.2142317 10.5488443 10.6002899 11.7609985 10.6645627 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 1 1 1 1 2 3 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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-1.97880458 -0.15521265 4.02107102 8.10986042 9.00477833 4.70757448 7.27845968 11.00067603 11.67402918 10.33140102 11.48370228 11.66999148 3.69349811 9.88215912 9.64403922 9.98937903 11.13334884 7.83485340 7.33622179 5.14001376 7.96065129 8.84364316 11.50513986 7.30107727 6.26424554 NA NA 9.96101870 9.66718092 4.62098515 7.23539104 2.48049780 8.50589530 9.62284307 9.85000207 7.24748420 3.37862260 10.81873379 8.91891778 4.06546891 10.88796477 5.78262349 11.18236158 -0.97880458 7.87594037 11.42155142 2.97526332 11.23067791 10.05311799 7.91133626 -0.97880458 11.00293376 10.41290651 8.86440439 7.65042854 4.10853282 0.60606315 9.71673545 7.98685630 10.70954111 NA 6.48459736 9.33395521 6.80570647 10.50388019 11.38548049 3.85396572 12.79287631 11.30647444 9.75916449 10.91380472 9.55391512 16.39745202 NA 8.35757883 11.00869150 4.91588894 7.02669716 8.01401042 5.23052583 1.81602620 11.38998786 11.23842415 10.44445080 9.21828884 3.34299556 5.02107102 9.79832761 8.57181899 8.43046301 8.87516140 9.71325178 10.73596170 7.67749697 13.62840253 0.02105325 -1.97880458 4.39611153 10.34159076 7.83485340 9.42248511 10.60884971 2.72150391 NA 9.27551043 6.22564319 11.08329383 6.94291324 10.91588998 8.32941112 NA 3.15034846 -0.39403164 12.93648481 7.73874892 9.05449525 6.02107325 10.04448005 9.26603057 7.74387980 11.65077035 9.77637710 2.60603945 6.47228305 3.69349811 9.49020528 NA NA 7.88370939 10.06921854 9.77595968 8.56700195 11.12091312 9.26186362 10.20563773 2.48049780 9.75026817 9.69791088 10.07201936 4.06546891 9.97344941 5.86027505 -1.97880458 8.92721114 13.44543537 3.06546891 7.74729072 13.11556234 8.69879182 3.48049780 6.78594413 10.74601231 11.14745407 10.06101942 10.67593199 12.03772646 10.75641672 8.09119311 8.08581500 9.95180953 10.77991999 9.25876623 4.63578341 2.10852446 -0.39403164 NA 9.01117609 10.14583970 9.30184299 7.60038796 8.79505194 13.52852622 3.60603945 9.21459767 6.04897723 12.16373775 10.73981917 9.21521336 4.93993646 12.16509310 11.90638729 10.93433567 8.89577702 3.10726939 10.19506161 9.95991661 11.55379342 8.54952633 11.19802451 9.93952559 9.33282047 11.81284562 2.48049780 2.10852446 6.36536885 7.57949320 11.03979401 9.96212718 9.74154316 2.34300978 11.86007911 9.28081553 11.88118927 8.74814185 10.03962014 10.53257782 11.91247622 10.03020101 7.03509270 -1.97880458 8.40153320 7.14519342 10.08311841 9.25109275 10.70063808 9.21398148 8.30184277 10.12730801 9.29894075 1.02105325 6.52489740 2.41337745 1.72150391 3.77435485 -0.97880458 11.07296086 5.39611153 5.24989280 9.28785872 5.60468220 NA 10.70165154 10.40315586 11.12763515 10.44471344 9.43099357 9.28045645 5.95558947 10.62261094 11.21752064 10.88312835 10.22442019 11.96843522 -0.97880458 7.38301561 -0.39403164 9.98865870 9.59235089 8.96724759 9.44786120 15.53541643 14.90255666 0.82838786 10.20191377 9.74131647 NA 4.22838004 8.80824828 -0.97880458 -1.97880458 7.99548678 7.60227277 13.71417799 10.60886615 8.87905325 9.02950092 9.37697382 12.47170356 7.53874146 9.17695302 11.41312126 1.82842849 0.02105325 9.99153772 9.27963820 7.34974742 4.28785641 11.83815580 9.90714981 10.34946668 9.93832123 7.65588344 9.69791088 6.21583000 4.38266725 9.08176809 0.00000000 0.00000000 0.02777800 0.02286500 0.01908300 0.01502800 0.00944910 -0.00013862 -0.08996400 -0.08996400 -0.08996400 -0.08996400 0.00000000 0.00000000 0.00000000 -0.01000200 -0.68624000 -0.68624000 -0.68624000 -0.68624000 0.02777800 0.02286500 -0.67910000 -0.70792000 0.00319100 0.00319100 -0.00013862 0.02244400 -0.00207840 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.530600 11.537511 11.161423 10.703628 9.226255 11.545614 3.512922 2.544634 7.365368 4.512928 11.627246 8.460893 13.093205 9.608226 8.327476 9.678837 11.206722 5.885260 10.553428 11.982612 8.639458 8.857888 9.431985 8.037881 7.163180 11.007448 14.134387 10.3517090 10.3087846 NA 7.8914368 8.0364874 10.4634974 10.2244202 11.7372486 8.0350927 9.8012018 8.4712525 9.5318364 6.6209851 7.3698006 9.1025558 5.2784606 5.1809435 7.2158290 9.6572436 13.7004973 9.0069143 13.2026516 7.1388196 8.1593441 12.0216885 16.1722622 12.0572458 12.7910650 10.6910645 0.3430098 11.1098605 10.6304818 10.4614224 9.1144899 9.2152134 9.4962990 10.0291507 11.1587038 11.6116546 -0.3940316 5.4304626 13.8149539 11.2328085 9.3475018 6.6649279 9.4840856 -1.9788046 11.6533859 NA 12.5548886 11.5408202 11.2793438 11.0006760 9.9893790 6.8252030 8.1282893 9.3259939 8.8260098 6.3064737 12.7755699 1.1909941 13.7265696 13.0889267 8.0831181 9.2112118 10.4968057 5.3064737 -1.9788046 8.2510927 6.1400138 9.5514785 9.1612629 10.6788373 11.7662213 9.9124762 -0.3940316 10.3794487 8.7413166 8.9406804 10.9482947 10.0284499 2.1085245 10.3125307 10.5737413 7.0238874 9.3018430 2.7759566 11.0397940 10.9395628 -1.9788046 12.7143958 12.6381379 10.7234614 10.1273080 7.3830156 10.9918971 11.0501869 11.1343569 12.1181818 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 2 5 2 1 6 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 9.7644616 5.3985317 NA -0.4416344 4.9738730 8.6556974 10.3252024 4.5493735 7.8171480 11.4313751 11.7138857 7.6346034 10.6080795 12.2741587 2.5493735 9.6069400 7.9489068 10.9385258 10.2798010 6.9380729 8.0036208 7.6323649 10.1347336 9.3348710 10.0053517 7.7164930 5.4409987 -0.1135669 NA 10.1019436 10.1140265 5.1469362 7.9032191 2.9453080 8.0242554 9.7193007 10.2947403 7.5752435 1.6233987 10.0289431 10.2747867 2.8864136 8.6666771 0.6233987 11.8798208 NA 8.3928837 11.4652550 1.3014706 10.2545533 9.5570669 7.8713040 1.3014706 11.0401104 10.4259411 8.7529168 8.1152294 5.1469362 -1.6985294 9.6086489 8.5011206 10.1524163 -0.6985294 5.3126761 8.3526570 0.8864331 9.3021525 9.6959108 8.7659938 11.0244563 14.2094419 10.0646605 10.8040314 10.8330733 15.6035961 NA 8.6040869 9.9587666 4.8250122 8.1840913 8.2068351 6.6633916 3.1409095 11.1638918 10.3570695 10.5041842 12.1163309 3.1088088 4.9453034 9.8741484 9.7588290 7.8560370 9.3403671 9.8245200 10.3523170 7.5398528 13.0664752 0.8864331 0.3014706 -0.6985294 10.3678737 7.9326252 8.9551890 10.3217337 NA NA 10.4934326 6.2262600 10.2941918 10.2483544 10.2574612 7.7150759 NA 7.9774053 2.5493735 10.6523873 8.0496411 10.2057064 0.8864331 9.8807640 7.5084627 7.1055796 11.0255356 9.2329243 3.5493735 6.9198335 3.8864136 9.2556445 -1.6985294 NA 8.0778812 8.9507043 11.1168314 8.2158334 11.3497647 9.8328296 10.1748922 2.2083300 10.1512442 7.4763736 8.2188204 3.7277136 10.0575874 0.8864331 -1.6985294 6.1531973 13.5865613 3.7608809 3.5493735 5.1962647 8.4912727 2.6233753 7.8386663 9.1168315 11.3708979 9.5874282 10.9918827 11.5800515 11.0602959 8.7464629 6.3729103 11.1410456 10.6032301 8.3501259 8.5133364 1.4713956 -0.6985294 NA 10.3137235 10.7376391 10.2589129 7.7001921 10.0178089 10.1457616 9.1886687 10.6900036 10.6819092 12.1735458 9.4819790 9.4300870 7.8521949 12.0039455 12.1291878 10.5148561 9.1330721 3.4520023 9.8817067 10.5641302 11.3484016 9.2150854 10.0999199 8.9879487 9.3112767 8.3553740 3.3014413 9.1485056 7.9326252 9.3928834 12.2226382 9.3642566 5.7063344 5.6501758 10.9473316 9.3265877 11.5461093 9.6468533 10.1128229 10.7754075 12.1367090 9.6306839 8.0663196 NA 10.2384541 7.5302666 9.6346034 8.3431071 10.4818111 8.6959107 8.3140725 10.9870730 9.2402926 3.7608809 6.8976374 5.4409987 2.6233753 4.7108395 1.1088255 10.8313666 7.0088073 6.3567301 10.6540433 6.6016638 0.6233987 10.7865227 10.1264069 10.9524998 10.6859620 7.7731234 10.3490185 5.5366964 11.1106133 11.7244327 10.5629554 10.1426193 11.8986860 NA 7.4461065 0.6233987 10.3410526 8.8338041 8.8171480 9.1264069 12.4458674 15.0968410 2.0018743 12.3920568 10.0864919 -0.6985294 3.3458363 7.0088073 0.6233987 NA 7.8995007 7.8655978 15.5556833 9.7690537 9.3607927 9.6451890 8.6222488 11.8864106 8.2483546 8.9785775 11.1477221 1.4713956 3.9738776 8.9623353 9.8333169 8.2943864 6.2901332 11.3504458 9.7634391 10.6631178 10.1019436 8.5446222 11.5816389 7.6980531 5.5690779 9.4377985 0.00148240 0.00148240 -0.00221680 0.00180300 0.00097064 -0.00124730 -0.00110870 -0.00843850 0.00360760 0.00360760 0.00360760 -0.00276990 0.00148240 0.00148240 -0.00579320 0.01014600 -0.00221680 -0.00221680 -0.00221680 -0.00221680 -0.00221680 0.00180300 0.00235810 -0.00161560 0.00610900 0.00610900 -0.00843850 0.00194180 -0.00110870 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.459111 11.515767 6.609787 10.643801 10.522129 7.641298 4.549373 2.001874 7.415190 2.945308 12.942935 8.349989 7.243962 6.303644 8.689121 9.113625 11.747498 7.168727 10.835508 9.602373 8.850270 8.629282 9.111988 9.253461 7.966784 10.700993 14.044126 10.3448172 10.4229816 -0.1135669 9.4594265 7.8210845 10.2512748 10.0584214 11.6558352 9.8976378 9.7827431 8.3981631 9.8264795 6.2380856 6.2498151 8.7536894 9.0901664 5.1594274 8.8854710 8.9587667 14.6451370 9.3224280 12.1163309 7.6124469 12.3271068 10.6843423 15.4252765 12.2133082 13.2944749 11.1687268 2.5493735 10.7560045 11.4749691 10.6859620 9.5517465 9.4300870 9.3182565 10.1031565 9.3258952 11.7175833 2.8250122 5.5493765 14.0962658 10.8030366 9.8713037 5.8012932 9.6052289 0.3014706 11.9127035 NA 12.5092251 11.8553833 11.4534160 11.4313751 10.9385258 6.3348704 8.9425966 8.8210845 9.4448312 5.7526603 13.4701089 2.3889059 13.9325115 12.6248548 8.6177297 7.0982985 9.7827431 2.0018743 0.3014706 9.3882479 7.9453045 9.3915605 10.3098767 11.0469123 10.1019436 11.6443561 1.3014706 11.1592348 9.0844462 9.3140727 12.2387300 10.8847660 2.2083300 10.0001527 4.0563321 7.1962657 10.2589129 6.6501758 12.2226382 11.0968790 NA 13.2335706 12.1816056 10.0778812 10.9870730 7.7360765 10.4467435 10.1706563 9.5310360 11.3694084 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 3 3 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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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3.8352167 7.4848293 5.5132854 6.6630329 11.0514745 3.5132886 9.9023792 8.1535308 8.0755278 12.6619211 9.7870813 12.9537655 NA 10.0745735 11.7774350 4.1571407 8.4351264 4.7612108 8.6630329 NA 10.6322267 5.6832108 12.5318336 8.0011255 5.8352142 NA 6.0051395 11.0161174 5.7612135 10.8823377 6.2547528 9.8631197 4.3206435 10.5453313 4.4674817 NA 3.4201725 7.9686127 9.2015358 10.7415031 8.7421043 NA NA 9.1243103 8.2513778 10.9739923 8.9520775 11.7803649 6.8352142 -0.4868125 6.8796078 3.4201725 8.6981608 4.8708381 8.9416457 2.6832024 12.2509555 10.5874271 7.0831410 8.8124937 9.7227391 NA 8.4410635 5.1279964 9.6541154 4.4674817 2.3206291 6.6731564 7.4905653 8.6060428 6.3206399 9.8044563 6.7324537 9.8719368 2.6832024 6.8352142 3.6007455 12.9592057 2.6832024 8.5439528 NA NA 7.5685680 13.2578041 5.0051395 2.3206291 10.3270669 5.7227392 3.6832136 2.6832024 10.3302692 12.1415033 8.4291648 12.2977160 12.4315358 8.7635842 6.2137244 11.5245129 8.8686368 9.1714971 9.8495132 5.5356549 6.8883256 NA NA 11.4373558 6.5132854 10.3125673 4.6007455 5.8660796 7.0601804 3.0982511 3.4201725 0.5132886 9.6668377 10.8335221 9.7706735 3.0982511 12.8691873 10.1335055 8.2946456 6.2275312 7.1835173 9.5356535 9.1945239 8.5161007 8.7683144 12.3671800 10.0669149 7.0755284 6.9562286 1.5132886 8.4645703 8.8553603 7.9437379 12.9900318 9.8662670 5.7421032 0.5132886 12.6910166 10.0091407 12.1741729 6.0368484 6.2137244 8.5712775 11.8442025 11.9026481 4.2137283 NA 8.8419605 5.7421032 6.1857100 11.6306040 7.1992257 7.3270666 7.0755284 10.1261541 8.1169121 NA 6.3206399 3.8352167 NA 5.9727179 NA 12.4873417 6.7227392 3.7612108 8.2614786 6.2681724 NA 8.0289857 7.1927653 9.9551923 7.2547528 8.8216248 6.0108984 3.5069573 12.2589600 9.8686368 9.2831236 12.0063905 9.8785145 -0.4868125 4.8708381 NA 8.1786215 11.9900318 10.9247966 5.9727179 13.3152970 13.5961831 4.1571407 13.1417312 8.6322268 NA 4.3206435 11.5164521 NA 3.9056012 7.3774717 7.2206443 13.6374069 11.8038805 8.8102018 9.5522047 6.0831410 12.0331675 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0.000 8.374373 11.577018 6.557680 8.997101 10.077435 10.473288 6.021080 1.513289 4.420179 5.870838 13.927641 8.635700 15.852492 12.909628 8.993632 9.568568 10.001126 4.798688 11.476904 9.489134 8.725174 9.471838 7.989019 6.989019 8.131671 8.956229 12.734571 10.7612131 10.3198352 NA 7.1279954 6.7324537 12.3558324 10.9773208 12.4734686 10.6020739 8.2681733 7.2343844 9.3728205 6.3836507 7.8079061 5.7031090 5.4674817 5.3959299 9.2223694 9.1169121 13.8538312 8.9541547 14.1119779 7.6732073 8.1206158 9.3302693 14.6205844 11.7327567 13.3831686 10.2806425 -0.4868125 6.8620137 10.3936345 10.2888959 11.0897700 9.7706735 10.5083460 8.2343849 12.3634725 12.9586885 2.8352167 2.0982511 10.6101787 11.1544342 9.4261750 4.4201792 8.4081034 1.8351965 12.9371894 NA 12.5461923 11.5507159 12.4037399 9.6191942 6.9808913 7.1499107 7.2412062 9.5617725 8.6033979 6.1426422 12.9927918 4.3712661 12.4194246 13.7154095 10.4631123 8.3775958 9.4513949 4.2681724 NA 10.6938164 5.6007485 9.7835809 10.5319866 13.6176387 10.8187774 10.8686367 NA 11.8609070 9.5980940 8.4877002 11.1521740 8.9290273 4.2681724 9.4718384 8.9808913 6.7324537 10.3125673 0.5132886 12.9900318 13.0605417 NA 12.1819491 12.2006613 9.3681539 10.1261541 7.4557998 12.2849814 10.7190789 5.8689016 10.0755090 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 1 1 5 2 2 3 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.7733788 5.6854048 7.0450749 3.1683532 8.3145860 9.6072815 9.0627461 7.3737604 1.3103401 10.6252318 11.2563578 9.0459213 10.4335168 8.1241466 10.9745904 NA 8.5783225 11.7561562 3.0652449 10.7903982 9.5185997 7.9065551 -1.6896599 10.6134811 10.3997529 8.4977173 7.8240932 5.8877933 NA 9.7192259 8.3547594 10.3313453 -0.1046974 5.3871798 8.6255149 5.5295336 9.5075820 10.1345286 6.9827906 11.0865887 14.5676980 9.6529957 10.6560478 10.9058560 15.8936539 -0.6896599 9.0254693 9.8250795 4.7026852 7.9685769 7.9685769 7.1807297 1.7446778 11.4774699 10.7208167 10.3968334 8.6491017 2.6322915 4.8953269 9.4702367 8.8270502 8.2947838 9.2609212 9.6084280 10.4661324 7.2962078 13.1673258 -1.6896599 -1.6896599 2.6322915 10.3516823 7.6095733 8.9296682 10.5134074 3.9935023 NA 11.2048042 6.9397214 10.0720454 8.1273490 10.4486372 7.9916040 NA 2.0108156 -1.6896599 11.8600297 7.6875758 9.6061342 0.6322682 9.9977411 6.6635126 7.5535394 10.7949366 9.1753252 3.3978303 7.5343667 3.7697929 9.0467674 NA 0.6322682 8.5523486 8.9739235 10.7018774 8.3858447 10.6443592 9.8620737 10.2051832 0.3103401 10.2583675 7.1558555 8.8915659 3.8723067 10.0958179 4.4188916 -1.6896599 8.1225428 13.7362369 3.3978303 7.7840714 11.6535511 8.5403857 2.7697929 6.6590940 11.2725384 11.0572995 9.0810293 11.0541479 11.0876823 10.7761868 9.0966350 6.9250749 9.8910950 10.9754792 8.9070583 4.1177200 3.0652449 -0.1046974 NA 8.8533972 10.2025287 9.9296684 7.8514617 10.1297222 8.5198186 5.9028213 9.5606638 6.1807307 12.0733702 10.2180071 9.3533925 5.0917252 11.5673111 12.6499371 10.9805790 8.8659132 2.0207689 10.2547114 9.8432083 11.4452729 9.1424642 10.8500089 9.3971651 8.8601499 9.7605456 4.1432546 9.2550774 6.7449939 9.4370698 11.6120045 10.9843745 7.8994173 4.0108067 11.8112073 9.1088373 11.3814925 8.8427212 10.1051874 10.2032876 12.1372117 9.4247584 6.7069698 NA 9.8485542 7.6613042 8.8859047 8.5523486 10.6289703 8.8934481 7.2292284 10.4896525 8.2307184 2.8953220 8.3777996 5.7112443 3.7697929 4.5957662 3.3103692 10.7695408 6.1683472 7.1899491 10.3978282 5.7737274 -1.6896599 10.6246653 10.6615806 11.2185703 10.1826554 8.3355051 9.1289476 5.9185842 10.9808004 11.7561562 10.6367949 10.2707294 11.5334621 -1.6896599 7.4601126 NA 9.9605195 9.1361191 8.9000166 9.2119866 13.8164870 14.8963548 2.5582921 12.1317407 10.1096469 -0.1046974 5.1493163 8.3862591 0.3103401 NA 7.6003842 7.2112322 15.3971132 10.5063527 8.8456409 9.7016090 8.1128815 11.8796276 8.5582929 8.9108822 11.4527916 1.4802651 1.8953414 9.1209369 9.8663923 7.5794917 5.1930068 11.1770647 9.8957975 11.4774699 9.9623140 10.1108609 10.9429062 7.1683462 5.2026332 9.7931733 -0.00443120 -0.00443120 0.02721600 0.01070300 0.57791000 0.00000000 -0.00152430 -0.00733390 0.01070300 0.01070300 0.01070300 0.01070300 -0.00443120 -0.00443120 -0.00443120 0.00041593 -0.57091000 -0.57091000 -0.58023000 -0.56734000 0.02721600 0.01070300 0.00694350 -0.01174900 -0.00926660 -0.00926660 -0.00733390 0.00449530 -0.00282810 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.531 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 -0.567 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.531 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 -0.567 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.585035 11.540085 11.855330 10.244425 10.872608 11.554432 3.310369 1.117695 7.208181 4.038287 13.215940 8.736211 5.719756 8.689700 8.362553 8.543985 11.430765 7.548770 10.745775 7.910278 8.689744 8.391543 9.475618 7.659093 7.371061 11.106811 14.011239 10.4205224 10.6084279 NA 8.7397722 7.6277783 10.5304414 10.2032876 11.8544846 9.5301388 9.3271736 7.4777834 10.0547788 6.1930088 7.0917252 9.1597704 5.3978269 5.7366292 9.4702367 9.7564147 13.1997267 8.5992315 12.1031557 5.8300804 9.4057625 10.9988342 15.4760281 11.8180362 13.8621637 11.0719166 0.8953026 10.6167119 11.4270342 9.6379179 9.2492097 9.3533925 9.4454333 9.8461267 9.9037565 11.8529112 3.2645665 5.1432546 13.8230867 10.9063221 9.2344355 5.2051813 8.6072815 NA 11.8407717 NA 12.8335597 11.4799741 11.1887995 10.990065 10.286213 6.155854 5.529534 8.752272 9.124147 5.744993 13.385417 2.397830 14.198776 12.330564 8.377800 8.779142 9.778989 4.650213 -1.689660 9.414309 8.934247 9.583578 9.908883 11.430603 10.967237 11.350998 2.217262 9.771845 8.183810 8.885905 11.510344 10.098676 3.667915 9.703219 7.310366 8.130544 9.929668 4.558292 11.612004 11.245162 NA 13.077826 12.421338 10.375108 10.489653 7.975701 10.471182 10.830739 10.731647 11.074339 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 3 1 3 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 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10.3622892 8.9375816 9.9349024 9.2862057 10.4799889 5.9995761 13.3929112 6.3283267 NA 1.4484253 10.8779255 8.2018049 8.9420356 11.0801858 -1.7216583 NA 5.4976475 8.6772210 10.7834181 7.7902299 11.7516759 9.9875613 -0.7214204 5.3228728 3.2326761 11.6151235 8.3105233 8.6238826 6.2151155 9.8272994 9.6082739 7.3791401 11.6964618 9.8025295 NA 7.7047420 5.2092155 9.3915684 3.9223311 -0.1365372 8.5192687 9.4064718 9.8502301 10.2525336 9.7000164 8.9232351 11.1670305 2.2784903 11.7116717 3.4077606 10.6664948 4.4683031 9.6915766 1.9789278 -0.1365372 2.3659444 13.4985157 1.9789278 8.8662549 10.2841021 9.9662906 3.7047392 7.8596783 6.2032893 11.6750823 9.2791818 9.6144261 12.3640520 11.4730805 6.5072967 12.5556922 7.8986975 10.9085171 10.7727281 -0.7214204 3.5264069 NA NA 10.2869061 7.5192690 8.6183275 7.8746673 10.2159837 8.1656979 1.4484253 8.5228412 3.7379139 10.5305516 10.3695823 8.7471017 3.0858325 11.1382064 12.1863070 11.3211629 9.5862476 3.1108643 10.5589583 9.9082895 12.1794386 8.7120630 8.3283262 9.0063979 9.5012723 8.8020394 1.2784606 8.6589387 6.5358648 4.6360271 10.4833543 6.0179197 8.5156994 4.3870040 10.9169134 7.8272995 10.6499819 7.3283258 10.4854918 10.4307624 11.6172139 11.4917336 6.4927970 NA 6.9005287 6.2092155 10.1062172 11.1509600 10.7724555 9.8821038 7.9754450 9.0890492 8.3187674 -1.7216583 3.6707950 -0.7214204 5.7379084 0.8634628 0.2784606 9.7104974 2.2784903 5.7131047 8.0148797 5.9533048 NA 10.7934381 10.5075968 11.2455236 10.4605615 10.4552740 8.3751928 6.8031754 9.9710930 7.5958900 10.3751926 9.2564729 9.2261145 -0.1365372 9.2749509 -1.7216583 9.2217249 8.3378221 9.6144261 9.4370873 9.4812136 11.3534552 -0.7214204 8.0906550 9.3269644 -0.7214204 4.0063968 9.2624329 0.2784606 NA 5.9579587 8.2614711 13.2015728 10.1172914 7.8311083 9.0890492 9.8610900 11.7617895 8.5638796 10.1615102 11.8431034 2.9789095 0.8634628 10.7245269 8.8137530 6.5024786 3.9509069 11.6215244 10.0712678 11.0472821 9.0680111 4.0858325 8.5580881 6.4785917 3.9318249 10.2489430 0.096109 0.096109 0.167600 0.040892 0.010827 0.598000 0.024002 -0.164080 -0.081871 -0.081871 -0.081871 -0.081871 -0.598190 -0.549850 0.102350 0.012795 -0.571100 -0.571100 -0.571100 0.647080 0.167600 0.040892 -0.569300 0.024863 -0.026304 -0.026304 -0.164080 -0.531950 -0.035857 -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 6.573099 12.055013 8.455897 11.422976 7.874667 9.725561 2.863443 2.978909 8.488820 4.687867 11.038990 9.782373 8.365941 6.166794 7.891162 8.766318 8.643707 4.161122 10.221725 8.939365 8.859678 9.240195 10.493904 8.916008 6.840720 12.017414 13.319367 9.7638038 10.0207869 NA 9.5924942 7.2500207 9.9689121 11.6728062 11.6091143 5.9649785 10.5528556 6.5913608 10.2493024 7.6750820 8.0532645 10.7723330 5.4683031 5.5822579 5.7862722 7.7172693 12.3325730 8.8301859 12.7665687 4.3406833 7.7420022 11.4868643 13.3031843 11.5102987 13.3365961 9.8653173 1.8634231 10.3745337 10.1113676 11.8630877 9.6093943 8.7471017 9.4521547 10.5335061 9.6133093 11.6061705 4.9366898 6.7783229 14.5595744 11.5551835 9.4408688 8.0565548 11.1058202 -1.7216583 11.9157816 0.8634628 12.7172693 11.2705254 9.5204606 10.1584436 9.8272994 5.8483325 6.8020394 8.4583865 7.8783906 7.4205843 11.8388068 1.0858325 13.4176691 12.9179313 8.2151155 6.9727306 10.9328898 2.6004125 0.2784606 7.6160996 4.8931874 10.0854298 9.2077360 11.2655638 11.1428571 7.6556881 -1.7216583 8.7317480 9.1356811 8.6729401 10.7547174 8.7683256 2.8020484 9.6788233 4.0063968 3.4483988 8.6183275 2.6707950 10.4833543 9.9460326 -1.7216583 11.6280352 13.2924980 10.0383657 9.0890492 7.4282245 11.9011013 10.6926342 10.2785972 9.5394559 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 1 1 1 3 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.056609538 11.963742256 -1.587272661 8.624643412 11.191037555 2.220113225 11.580329994 9.929439955 7.836921391 -0.587272661 10.419431760 9.902161483 9.102971430 8.167642436 5.743671142 -1.587272661 9.974042969 8.273841746 10.368768131 -0.002310161 5.839019817 9.745351131 -1.587272661 9.490905816 11.531209497 6.258245661 12.503944120 13.345661812 9.835870875 11.082083027 10.223728308 16.489471489 NA 9.100130625 10.387886468 4.435121828 7.378539367 7.392894385 5.872186051 0.430713468 11.221115933 10.829288672 10.370219872 8.195753102 5.378539367 -0.587272661 9.242477703 8.563771710 8.137268862 9.588304627 9.389319214 10.395392215 6.997718062 13.281384713 NA -1.587272661 6.258245661 10.615797068 8.344969600 9.297688725 10.379620962 0.412727339 3.412754432 9.358198873 6.817896934 10.390961361 8.350864504 10.736091287 7.978808828 NA 2.872178662 NA 11.360026709 7.892535531 9.237713800 4.521276926 10.110591361 9.324895865 8.133854263 11.423982318 9.743671983 3.056618208 7.855698239 4.888489994 9.118387501 -0.587272661 NA 8.681881770 9.428170034 9.576404793 8.602579733 10.869109445 9.303019252 9.908110359 0.734655433 9.584557249 7.130431563 9.700501968 3.319646834 10.243270279 4.140672331 NA 8.132143928 13.421008568 1.734698783 6.557413154 12.728116919 9.128716906 4.412754432 6.384298526 10.747866193 11.202899890 9.552945700 10.898081198 11.452936882 10.861645648 8.458514888 9.917077543 11.621294251 10.688297611 9.668692317 4.113192066 5.270734493 0.734655433 NA 9.209605913 10.141525904 9.584557249 7.567572826 9.767731592 9.698735222 5.457147731 8.977857172 5.140676420 12.168268583 9.709671285 9.251171115 4.295399778 11.745490930 12.974520296 11.019160218 8.646374739 3.400988701 10.099693253 9.886460830 10.896822655 9.548464369 10.987821510 8.993013654 8.566307154 12.158534396 4.390034786 6.407107975 6.034807765 8.180939503 11.372756963 12.598674214 8.836165261 3.270738230 11.282541623 8.561231802 11.305297862 8.786707761 9.691204545 10.192064061 11.379981314 9.675437181 5.813634991 -1.587272661 8.905609635 6.752605439 9.638564972 9.077202401 10.689251716 9.155906553 8.334595984 10.313244491 8.917574072 1.220082261 7.123561707 3.660677668 3.542035127 3.770311063 -0.002310161 10.932145569 7.478844027 6.407107975 10.145346418 5.681134379 NA 10.954335701 10.134281530 11.196980915 9.869109522 8.518663383 9.099097915 6.014600780 11.120545503 12.193397317 10.514730719 10.212846043 12.231736564 -0.002310161 8.081640016 -0.587272661 9.894049991 10.052547945 9.093114600 9.503529021 13.470492977 15.219657034 0.997689839 11.384298580 10.006146099 NA 5.725637558 8.552306361 0.734655433 2.997725964 7.636756559 7.770307098 14.489487141 11.333857682 8.697000899 9.262160165 9.455782358 11.979403723 8.556138149 9.010891426 11.118387436 1.734698783 0.412727339 9.453729713 9.538168558 7.723368110 4.457147731 11.525194551 9.360391933 10.738341584 9.413656486 8.021933829 10.852326238 7.264504529 4.898019658 9.507492594 -0.0157410 -0.0157410 0.0109370 -0.0357210 0.0063871 0.0087528 -0.0179050 -0.0528010 -0.0410240 -0.0370210 -0.0370210 -0.0370210 -0.0157410 -0.0157410 -0.0157410 0.0000000 -0.4640800 -0.4640800 -0.4640800 0.0109370 0.0109370 -0.0357210 0.0139110 -0.0844340 0.0047190 0.0047190 -0.0528010 0.0001843 -0.3798800 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 10.3658601 11.8404607 12.4574053 10.2059519 10.0834112 11.1701450 2.5826764 0.7346554 6.9596496 4.0566095 12.8301461 8.8710899 10.3241470 9.0085905 8.5666489 8.8608713 11.0992556 7.1743065 10.7447915 8.2784885 8.0727511 8.7833116 9.4432635 7.9026030 7.3136223 11.4046312 13.2110243 10.245249518 10.378539367 1.582700506 9.152535581 7.600106924 10.371670153 10.268791453 11.915835395 9.640370941 9.369131203 7.534288874 10.027924790 6.542038223 7.542038223 9.177626584 4.951914117 5.698157346 9.279261181 9.687715451 13.133319953 8.874234456 13.190626758 7.455426685 9.757605689 10.877045505 16.104430413 11.646824005 12.664163473 10.679541589 0.997689839 10.307951567 10.052999980 10.817630532 9.324895865 9.251171115 9.418379509 10.029763307 10.854143036 11.699600084 2.734677108 5.194114638 13.496073138 11.554063909 9.926482658 7.295397941 10.150002363 -0.002310161 11.405870340 NA 12.475728720 11.551805912 11.074087796 10.8253249 9.9096089 6.3727571 7.7725046 8.9026030 8.9046081 6.7073757 13.1384248 1.7346988 14.2251329 13.0931695 8.3900348 8.8292042 10.1533791 3.8390223 NA 9.0237799 7.5650396 9.4666810 9.9668402 11.4229334 11.5734143 10.9078606 -0.5872727 9.5567760 7.8432075 9.1809393 11.3139991 9.8189600 2.5826764 10.1875421 5.0421102 8.5277987 9.5845572 5.0992573 11.3727570 11.8035957 NA 12.5739657 12.6660855 10.4727754 10.3132445 7.6319235 11.1464059 10.7021976 10.8716127 11.1264788 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 2 3 2 3 1 5 1 2 NA NA 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 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.1430931 8.4566271 6.6142902 9.9794180 5.6457218 11.0714091 NA 8.6946326 10.9024604 1.7877250 10.3365639 9.7635898 8.6596470 NA 10.0892382 9.9620434 10.0977867 7.8321362 8.2161022 NA 9.4513001 7.7707352 10.5131082 -1.2122332 4.3113069 9.7520829 1.7877250 8.6961347 9.5821578 5.9272944 12.8569005 9.7258512 9.2675222 11.2561114 9.5999193 15.9112471 -1.2122332 8.7302565 11.4555188 3.6457247 7.6174645 7.0960805 8.3327066 1.0477478 11.7023140 10.2710539 11.1690145 9.4343007 6.0731433 4.5691022 9.2306855 8.9824988 7.9298490 9.6300924 9.4707365 10.5451320 6.3950731 14.6735813 -0.2122332 NA 3.5950978 10.7567686 8.4864465 9.5902582 10.5674613 1.1096949 -1.2122332 9.7147790 6.6764846 10.9287155 7.5122561 11.9272933 8.5542707 NA 3.6457247 0.3727293 13.1255729 7.3461627 9.0846583 0.7877668 9.3969207 8.3442480 7.4916455 10.4698587 8.7535263 1.1096949 8.4933743 5.6332307 8.2410126 1.1096949 0.3727293 8.6657928 9.8491131 10.5821578 8.8430244 9.4881816 9.5156624 10.0243542 4.1096698 10.3317404 6.5691022 10.3014696 3.3727014 10.1875539 5.4742413 NA 6.8375901 14.0954408 4.9971975 5.8321356 13.2675222 8.9131554 3.3112997 6.3113033 10.9579800 11.5699211 11.0548212 10.4459534 11.6095060 10.9224891 7.4459534 8.9947562 9.3857945 10.3783290 10.0666734 -1.2122332 5.0731433 0.3727293 NA 9.5633523 7.1231323 9.8101098 6.9775661 7.9237333 5.5019868 2.8752099 8.5509541 4.9775684 11.8837982 10.5355154 8.9898659 4.3727014 11.5013433 12.5715587 10.7372039 8.2795953 5.7561773 10.3191234 10.2327568 11.0918080 10.0551139 11.2381800 9.2965272 8.4334006 11.5643806 2.7877459 6.6946323 7.2955366 7.8321362 11.0047909 6.3739805 8.9130779 2.5950978 11.9875677 8.4134506 11.5084137 8.4724906 9.3413712 9.5517842 11.7630526 10.1676618 5.4881808 NA 8.9272932 6.0915221 9.4180090 9.6457229 10.2875280 9.0949428 8.3651707 10.1231323 9.3708247 2.2471680 6.0356701 3.7877459 2.3727014 3.9576639 2.7877459 11.5228748 7.0020611 6.1275920 9.6095160 5.1800603 NA 10.7481059 10.3537960 11.1309277 9.1231323 10.0863774 8.6031252 7.6733776 11.3502229 10.9889469 10.3853290 10.0869500 11.3876548 NA 7.5950971 -1.2122332 10.5015581 9.9336741 9.0237560 9.1253639 12.7433919 13.6527502 2.6946351 10.9898658 10.4093360 NA 5.4450976 7.6174645 -1.2122332 NA 6.8645576 7.9425602 13.5157687 11.4136791 8.0451300 8.6519282 9.2306855 11.9287314 7.6332321 9.2935933 11.3061492 -0.2122332 3.1096782 9.5359347 9.7835090 7.4672224 4.8321356 12.0038815 8.9688943 10.8982253 9.6998828 8.4352002 10.4315981 7.4881816 3.6970398 9.5054184 -0.11417 -0.11417 0.17166 -0.11743 0.70626 0.17724 -0.11548 0.16430 0.00000 0.00000 0.00000 0.00000 -0.11417 -0.11417 -0.11417 0.15188 -0.41827 -0.41827 0.18859 0.18859 0.18859 -0.11743 -0.12004 -0.11417 -0.10105 -0.10105 -0.40705 -0.11286 -0.40992 0.152 -0.255 -0.116 -0.116 0.122 0.122 -0.113 -0.411 0.161 0.156 0.156 0.142 0.142 0.173 0.173 0.136 0.136 -0.114 -0.114 0.159 0.159 -0.104 0.145 0.152 0.152 -0.247 0.172 -0.117 -0.117 0.175 0.706 -0.120 -0.120 0.177 0.177 -0.115 -0.115 -0.101 -0.101 0.000 0.000 0.152 -0.255 -0.116 -0.116 0.122 0.122 -0.113 -0.411 0.161 0.156 0.156 0.142 0.142 0.173 0.173 0.136 0.136 -0.114 -0.114 0.159 0.159 -0.104 0.145 0.152 0.152 -0.247 0.172 -0.117 -0.117 0.175 0.706 -0.120 -0.120 0.177 0.177 -0.115 -0.115 -0.101 -0.101 0.000 0.000 9.487314 12.277339 11.818754 10.167120 9.392295 11.961887 6.676485 NA 7.562529 2.787746 13.215579 8.762644 10.890702 10.835012 7.917488 8.387655 12.079632 5.821164 10.864558 9.468101 8.177911 9.412775 9.631922 6.718479 6.992313 11.578090 13.001150 9.7251157 10.1275920 NA 8.2994947 7.3034419 10.3239892 10.3992279 12.0050939 9.4645805 9.8903739 7.0117438 10.0129494 6.8211655 7.1096698 8.8156478 4.3423343 9.0081202 8.1186587 9.4432726 12.5077724 7.7361090 13.8317091 6.3851238 9.9935353 10.1752208 16.5108696 11.6117062 14.4572637 11.1236905 0.3727293 8.9651615 10.5579929 9.9607945 9.3269009 8.9898659 9.4820998 9.6071228 10.1370231 11.7171853 3.3727014 5.1627820 13.8201334 11.6389053 9.4161874 6.8266603 10.2750796 -1.2122332 11.5571666 NA 12.4409229 11.1576746 11.3547474 10.3413713 10.1616946 6.4024510 6.4097931 9.1264784 8.6316631 4.9971975 12.9126670 2.1096614 13.4853611 13.2903873 8.1822046 7.8611341 10.9576670 2.5950978 -0.2122332 9.4794854 6.2471737 10.1248063 9.5926796 11.3193671 11.0989226 10.9775665 -1.2122332 10.8246024 8.8936504 9.3708247 10.8365693 9.2087548 1.1096949 10.0556990 6.4387935 9.1331471 9.8101098 4.2795976 11.0047909 11.6995084 NA 12.9921603 13.0392244 10.7173702 10.1231323 7.8698911 11.5405407 10.1023252 10.0016967 10.4175585 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 3 1 1 1 2 3 2 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 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8.9986542 9.4298500 3.8889672 6.7133975 10.9036092 11.9243788 10.1468803 10.7955253 11.6730582 2.9669657 8.4605108 9.1135065 9.8983308 11.0018426 7.4367199 7.6259345 6.6905875 8.5408177 9.2640081 11.4320005 7.4603420 6.7246680 -1.2810357 -0.2810357 9.8051799 9.7911762 5.2108953 7.9260581 1.7190520 8.9001960 9.1886855 9.3143011 5.6615586 -1.2810357 10.2741121 9.3976438 8.3879286 11.3321425 9.2697906 10.7814272 NA 8.3484002 11.1612097 2.4194850 10.0600064 9.3772552 8.4971209 -1.2810357 9.7817644 9.7595595 8.2484741 8.1743710 7.4638774 -1.2810357 9.2337577 8.8038521 10.4596678 2.8065097 5.8379836 8.9309319 3.3039999 9.3447526 9.9107198 4.9669703 11.6897428 11.9077870 9.2812861 10.9370014 10.1038274 15.7657414 NA 9.1432100 9.6334288 4.2426025 8.3520390 7.7330641 8.0919087 2.1784597 11.4044495 10.1932566 10.1054451 9.4905332 5.1619884 2.0409625 9.2803316 8.7985285 7.9645962 9.7337616 9.4663975 10.5053133 6.6259338 13.7868982 0.3040437 NA 7.8738618 10.3803764 8.0721905 9.6630236 11.1215228 2.0409625 4.1113652 9.9645965 7.8713287 10.7547226 7.8011929 10.6655845 8.1220556 NA 4.3337529 0.7190520 12.2703915 7.7302711 9.0555503 4.4739297 9.8288743 8.4037922 7.5801304 10.5863225 9.0809875 2.6259250 8.5863223 4.8687905 9.1515856 NA -0.2810357 8.5519335 9.0908204 10.4068568 8.5723531 10.8958402 9.4780996 9.7985285 -0.2810357 9.8630645 7.7579626 9.7919065 4.3402133 9.9817258 3.9284935 NA 8.5739122 13.7358085 3.3629047 9.6564175 12.4983527 8.5832299 3.5770300 6.5645336 11.2394168 11.2676248 10.1640585 10.9592387 11.7137613 10.5928722 7.7302711 9.5970946 9.9113366 10.3741271 9.3430622 3.4194850 3.8065097 -1.2810357 NA 9.3346733 10.6920235 9.6349230 8.0743946 9.2347928 11.2335112 2.9669657 9.7288724 4.4469642 11.8088252 10.0015530 9.1135065 5.1784756 11.4424913 12.5409173 11.6495962 8.4264027 4.2372654 10.6732400 9.8084941 11.0423800 9.2128990 11.1583551 9.6549453 8.6732402 9.7545301 1.3039853 9.4954767 6.8483262 8.2907962 11.5245860 10.2304406 7.8961144 2.8065097 11.6106376 8.4839153 11.4539650 8.4822562 9.7211554 9.6600913 11.9167211 10.2043699 6.2659375 NA 9.0398441 6.6963236 9.7176341 9.7330641 10.4732255 9.0171063 8.3282225 10.1820571 7.7716116 1.3039853 8.4072941 4.1113652 1.3039853 4.4469642 0.3040437 11.0577800 7.4055440 6.3843797 10.1499561 5.6998681 NA 10.4160112 10.1049061 11.5554886 9.8295269 9.1145779 8.7302711 7.0628071 11.2929275 11.7036401 10.5424109 10.4422780 11.6571530 0.3040437 7.6848279 0.3040437 9.8308314 9.1897025 8.9297150 9.4194835 13.2236144 14.9018072 1.3039853 11.8989528 9.8656123 -1.2810357 4.2736352 8.7105654 -1.2810357 -1.2810357 7.1241854 8.1049059 15.2995967 10.9535618 8.4125305 8.9998146 9.0600066 12.2919807 8.3556682 8.8246902 11.9784927 0.7190520 3.4739297 8.9858303 9.6819397 7.3736795 4.1453106 11.2625589 9.4822560 10.4772669 10.5368268 8.1907190 10.9122610 7.0454736 4.7715053 9.9181025 0.72470000 0.72470000 -0.01007700 -0.01188700 -0.01395300 0.74918000 -0.01367700 0.00000000 0.05437600 0.05437600 0.05437600 0.03696500 0.01936300 0.00173850 0.72470000 0.68980000 -0.77235000 -0.77235000 -0.77235000 0.00069327 -0.00567570 -0.01188700 -0.01464100 -0.00124730 0.00180300 0.00180300 0.00000000 -0.01409000 -0.76655000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.767 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.705 0.000 0.000 0.000 0.000 0.662 0.662 -0.762 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.749 0.749 0.000 0.000 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.705 0.000 0.000 0.000 0.000 0.662 0.662 -0.762 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.749 0.749 0.000 0.000 0.000 0.000 0.000 0.000 9.184610 11.929258 11.966823 10.081535 9.586322 10.755217 7.664488 0.719052 7.592488 2.178460 13.232895 8.138667 8.428127 10.947974 8.226739 8.475600 11.945004 6.795859 11.306352 8.083178 8.151585 8.769273 9.156619 7.817076 6.976431 11.134521 13.560903 10.2615919 11.0096386 NA 9.5527244 7.4971205 10.9318440 10.3077583 11.9439498 9.6408846 9.2697906 7.3985240 9.9107198 7.2926907 7.6379073 8.5878664 3.5770300 5.0940840 8.8051799 9.6934582 13.4992759 9.1209897 13.6753291 6.9249835 8.5312208 9.9144159 15.5192232 11.9144159 13.2430344 10.8360373 0.3040437 9.8131214 11.7135739 11.0231098 9.6593573 9.1135065 10.2513996 10.1135063 9.4897075 11.7512599 4.6016846 6.1368968 13.5111649 11.7223859 8.6877106 7.0499607 9.6754199 -1.2810357 11.7666788 NA 12.8926427 11.9293924 11.0527581 10.9036092 9.8983308 7.1866491 7.3374292 9.6695996 9.1081373 5.4469642 12.6557635 3.4739297 13.5367768 13.1592640 8.5183254 8.9581409 10.6020688 3.8889672 NA 9.4099147 6.4125309 9.7190438 10.2153982 11.9894850 10.5778018 10.8035199 -0.2810357 10.1011273 8.8275682 8.8649757 11.5100030 9.5668840 1.8889672 9.7783881 6.6674111 9.1702548 9.6349230 3.9669749 11.5245860 11.6291242 NA 13.1281694 12.5954647 10.5130534 10.1820571 8.2008432 10.8817497 10.9412348 10.8291779 10.5092170 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 1 1 1 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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-1.4069809 5.7727593 9.0253918 2.7627740 9.1768728 11.9358967 6.8264697 11.5917100 9.6649825 9.8264695 10.9363132 10.9610835 16.3187486 NA 9.0614738 9.6622997 4.5928517 7.0191148 7.5117131 6.4508302 1.2731578 11.2900346 10.2898174 10.0212100 9.1974030 4.2652719 3.8407754 9.5154343 8.6935120 7.7900663 8.5998771 9.5117131 10.4257399 7.0604549 13.6546429 NA -0.4071722 5.2075610 10.4993647 7.7272759 8.7789642 10.4074323 4.8782545 NA 11.9557525 6.6643122 10.3226575 8.4997403 10.7693347 7.9260054 NA 3.1164147 -0.4071722 11.8204658 7.6882468 9.3872658 0.5928278 9.6467758 9.0243474 8.0461205 11.3803444 9.6895651 3.5470426 7.1778122 3.6803131 8.8549447 NA NA 8.9204026 9.6508416 9.7176175 8.4693667 10.7182633 9.6303967 10.1193490 -1.4069809 9.3709269 6.1085495 9.5146908 2.9147750 10.1631799 6.1320092 NA 7.8525932 13.4309704 4.4997375 1.4002100 11.7338393 8.5235870 2.9851725 6.7375083 10.9470993 11.0979170 9.4731986 11.1087960 11.7652946 10.5939061 8.9743928 9.5404869 10.4846336 10.5765561 9.1918328 5.5586350 -1.4069809 -0.4071722 -1.4069809 9.0563743 10.3774847 9.8943461 7.3905112 10.1849518 11.6511799 4.6372451 9.5708452 5.9851680 12.3592753 10.1759326 9.2652751 4.9326990 11.7952798 12.7384636 10.7808205 8.5900293 3.2169515 9.9321431 9.8401840 10.9706027 9.3807524 10.5665472 9.6317689 8.4616726 12.5704876 4.3477365 8.6262730 6.4130287 8.7013744 11.1237438 11.9732703 8.2645327 2.8407855 11.5688769 9.2412074 11.5629558 8.7715146 9.9470992 10.4739638 11.5171057 10.0887049 6.7677753 -1.4069809 9.2984824 7.3905112 9.0796848 8.5615167 10.5880411 9.0450910 7.6669916 10.5061133 7.7876068 2.4002100 5.8023044 3.9851634 1.5928278 4.8596367 -1.4069809 10.8213680 6.8736201 6.6908822 10.0609647 5.3810134 NA 10.8889057 10.3002090 11.0407079 9.8989115 7.6776583 9.0675699 6.3285744 11.0589263 12.2089392 10.6266170 10.3406232 12.0369589 NA 7.3643396 NA 9.8891926 9.2203836 8.7285593 9.5672644 13.7867602 15.1532126 1.9147941 11.8089894 9.9096971 -1.4069809 2.5928517 7.8966309 -0.4071722 NA 7.4320533 7.2758442 14.4364765 11.3659932 8.3791197 9.3036563 9.3469022 12.6339101 8.5672644 8.6730946 11.2566303 0.1778540 1.7627740 9.1339465 9.7501968 8.0253915 5.5117115 11.4112323 9.8966306 10.5243261 9.3519059 9.1426345 10.9340907 7.4162174 5.2652756 9.2047968 0.00055459 0.00055459 0.00499690 0.00277450 0.00180300 0.59170000 0.00000000 -0.00235530 -0.01821600 -0.01821600 -0.01821600 -0.01821600 0.00055459 0.00055459 0.00055459 -0.00290910 -0.58853000 -0.58853000 -0.58853000 0.00485790 0.00485790 0.00277450 0.00194180 0.00000000 0.00041593 0.00041593 -0.00235530 -0.00207840 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 -0.583 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.583 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.008592 11.277818 12.351906 10.450053 10.658939 11.400205 3.762774 1.400210 6.901053 2.400210 13.414325 8.532223 5.019115 10.181836 8.486318 9.028520 11.876951 7.706592 10.885459 8.542677 8.185307 8.291728 9.034487 8.214902 7.039933 10.822870 12.225504 10.8897661 10.4221762 -0.4071722 8.8712994 7.3477374 10.2492748 10.1080569 11.9701960 9.5571906 9.6703332 7.7013744 10.1853068 6.2723293 5.4130287 8.9915936 5.2367069 2.2932822 10.1603307 9.2819743 12.6759967 9.0450910 12.8604413 6.6797827 7.2863369 10.4508309 16.0234821 11.3840128 12.7950502 10.8071690 0.5928278 10.4018140 9.8765171 9.9204026 9.1203268 9.2652751 9.0368294 10.0112296 9.8461065 11.7049619 2.4997311 5.1778142 13.3905777 11.1820328 9.2212954 6.6908822 10.0383821 NA 11.5638544 NA 12.5888819 11.6764871 11.2628421 11.0706082 10.1612811 5.9504008 7.1320082 9.0138628 8.9448933 6.4508302 13.4374943 3.0522768 16.1351261 12.9916604 8.4785464 9.2076701 10.0269567 1.9147941 0.5928278 9.4823538 8.9668025 9.3452305 9.8608070 11.2418815 10.3668132 10.8822924 1.4002100 9.1016351 7.5265407 8.9170304 11.7077309 9.8461065 2.4002100 9.7919086 5.7324022 8.2001801 9.8943461 5.0685848 11.1237438 11.3429288 NA 12.6254983 12.5131097 10.3770757 10.5061133 7.7349568 10.7708922 10.2452468 11.3210212 10.9978264 TCGA-B8-4143 66 1 709 NA kidney stage iv t3a n0 m1 19-3-2015 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.57.0 2 4 3 NA 3 3 3 4 3 1 NA NA 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 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 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9.96363480 10.51620834 9.08197735 8.87491651 8.78201042 7.95500469 8.99624750 13.48439565 8.46614867 4.68966258 0.98921169 NA 10.57793482 10.18950572 6.17904520 7.47706042 5.19867487 14.18912251 9.92953375 11.35881749 6.34677255 3.98922077 11.36208524 8.75574919 6.62584471 11.37562161 2.89611682 10.64787795 0.57414996 8.97790496 10.80260053 3.98922077 11.32488962 10.60300964 7.80939901 -0.01071564 9.80373059 10.58580599 9.50525501 7.81894321 4.68966258 NA 10.23179886 9.48707207 10.64072042 -0.01071564 6.32906976 10.09814318 1.98921169 11.10621384 8.84096922 4.19867487 11.38694827 10.85533999 10.48956411 10.69873479 8.87339059 14.16270212 2.31115432 8.37292425 5.82211062 5.94341737 7.74410794 8.87033420 7.77057999 0.98921169 10.94958417 11.34924418 11.36425960 7.89611076 0.98921169 NA 9.81258743 8.69485269 7.84720145 7.57042043 10.29755920 10.64251314 6.97221359 12.97381663 3.63307078 0.98921169 1.79655623 10.46849514 7.67921828 8.99062846 10.50146681 0.57414996 NA 8.27462229 7.63307660 11.67344278 7.52837909 9.93977607 9.15412697 0.57414996 6.70346620 -1.01071564 10.38528974 9.53804204 11.78870418 4.27461949 8.95644644 9.12492956 7.89611076 11.79375456 9.73657393 4.34677255 7.98357339 6.35554315 8.20838850 2.15914476 1.31115432 7.79012038 9.42176210 11.26563538 8.83627763 8.65455619 9.79415785 10.32181617 1.79655623 10.66473624 9.72900071 8.81440142 3.74624826 9.53611470 3.94341503 NA 7.79657504 14.38789706 0.57414996 4.74410726 4.84720020 9.54859730 4.41548827 7.35116363 9.12621119 11.06703726 9.24070262 10.89573499 10.96445553 10.71884090 9.75657700 8.74910850 9.65899101 10.45937055 9.63379754 4.19867487 3.57418630 -0.01071564 NA 10.70303623 4.48107286 9.73321298 8.53418458 9.30755967 2.57417419 6.25600672 8.80939901 8.95788704 13.29485445 8.65099822 8.68096355 9.18151307 10.44094639 11.29755920 10.89084132 9.12236238 2.54502932 10.01158802 10.26650758 11.37103344 9.24306756 8.47906804 10.96828800 10.14719856 12.63813943 1.98921169 8.61492918 7.00044739 6.83470995 10.85572634 9.09601854 6.39214738 3.07667880 11.01539777 8.19379145 10.02882466 1.79655623 10.16476969 9.45580660 12.18965903 10.26999099 9.17037252 1.79655623 9.21442768 7.32461082 9.55432216 7.74410794 10.72619278 9.29755920 8.04991606 10.26184999 8.37938920 2.57417419 4.77058065 3.74410726 3.98922077 3.98922077 2.98921169 10.14593533 6.21803910 6.97790496 11.34274473 7.47862645 2.31115432 11.35198592 10.08263766 11.41154780 12.24291994 8.63307623 9.10556416 6.01657432 10.47806448 11.08032489 10.27750954 9.47806458 10.52886371 2.57417419 9.26534453 1.57419841 10.26301574 7.43630345 9.19867364 9.60208863 11.33988318 11.79032222 3.15914476 9.48007100 10.78119699 NA 2.31115432 7.11334107 -0.01071564 -0.01071564 7.32013714 8.37076324 14.43099722 11.26975027 8.27462229 10.03156351 10.58587582 11.40944360 8.36425944 9.07645755 10.32851348 1.31115432 3.15914476 10.01574356 9.65188853 7.72053910 8.91847867 10.94450680 9.56002458 10.62176105 10.34664570 6.77712247 11.82290092 7.36451991 6.14555519 10.35608877 2.509300 0.149650 0.262750 3.656900 0.120930 0.017005 0.019596 3.656900 -0.056181 -0.057078 -0.034231 -0.041983 -0.544220 0.186540 0.196370 0.020474 -0.256250 -0.271290 -0.224190 0.301180 0.277690 -0.263490 -0.128790 -0.542600 -0.011344 -1.253700 -0.127850 -0.104540 -0.539870 -0.105 -0.105 0.000 0.000 0.223 0.223 0.000 -0.547 0.000 0.000 0.000 0.000 0.460 0.000 0.000 0.255 0.255 0.171 0.171 0.000 0.000 0.000 -0.254 0.000 0.000 -0.269 0.269 -0.245 -0.245 -0.400 -0.400 0.000 0.000 0.000 0.000 -0.557 0.000 0.000 0.000 0.000 0.000 -0.105 -0.105 0.000 0.000 0.223 0.223 0.000 -0.547 0.000 0.000 0.000 0.000 0.460 0.000 0.000 0.255 0.255 0.171 0.171 0.000 0.000 0.000 -0.254 0.000 0.000 -0.269 0.269 -0.245 -0.245 -0.400 -0.400 0.000 0.000 0.000 0.000 -0.557 0.000 0.000 0.000 0.000 0.000 10.086594 11.962021 9.311148 10.175953 8.562867 8.274622 4.311147 4.381539 7.796575 9.075356 13.436433 10.249075 10.115279 10.040048 8.413323 8.677471 10.287856 6.274623 10.250727 9.132603 8.293001 9.122182 10.156513 7.516698 5.955004 10.927329 13.717672 10.574652 10.265345 2.159145 7.812587 6.520601 9.666059 10.313401 10.670898 8.799792 10.019197 7.703466 9.798184 8.717141 6.750771 9.062023 6.448652 6.000449 9.597475 7.000447 13.665012 11.045519 12.832945 10.743114 8.818943 11.867463 15.794284 11.655888 13.716981 10.642513 2.896117 11.749940 7.493046 11.037026 9.407073 8.680964 9.542849 10.372924 11.446601 11.756157 3.796577 7.456826 14.655298 10.826454 10.287856 7.081978 8.084617 0.574150 10.997299 NA 12.883564 11.563984 9.917739 10.5798072 9.9636348 7.0281392 7.2606834 7.9636348 9.8756789 5.3815360 12.7175191 2.6896570 13.2455763 12.6008214 8.7086090 7.8253334 9.6474316 4.8472002 0.5741500 9.4870721 7.7738553 10.1415050 9.7688820 11.4712718 12.1429305 10.7154383 1.5741984 11.1268518 5.4810729 9.6149290 10.4735396 9.7298442 4.4154883 10.6330763 3.5127831 5.5891343 9.7332130 3.7965770 10.8557263 10.7811970 0.9892117 12.2042981 12.6745165 10.0226431 10.2618500 7.1591448 10.9206964 11.9958969 11.9121260 10.5032931 TCGA-B8-4146 41 0 NA 511 kidney stage i t1b nx m0 19-3-2015 female 2009 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.52.0 NA NA 1 1 4 2 2 3 2 3 NA NA 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.9727202 7.9933840 6.4011543 4.3865075 -1.2283679 8.0664175 7.3679869 9.1238405 -1.2283679 4.4156505 7.1555013 1.0936954 8.3754235 9.5408082 2.0937292 10.9988112 12.7811008 8.3661215 11.7317989 9.4433381 14.0852469 NA 9.5391538 10.6475463 4.6544413 9.4156533 5.4156539 5.4997184 0.1052758 11.2134444 7.3567592 11.8115729 8.9240818 1.9417073 NA 6.9010805 9.4011537 5.8486129 10.2736342 7.5629598 10.0852470 5.6906601 11.8182390 NA -1.2283679 6.6172867 8.4808807 8.9075063 10.2795917 9.0548854 5.8378852 NA 9.6567307 7.7172412 11.9459799 7.3865066 11.5003553 7.3148288 NA 3.8161901 0.3567073 10.6394618 5.8803206 8.2126661 3.9417261 10.2601393 9.6597792 6.8803219 9.7025343 10.5702688 NA 8.3642542 7.0982269 9.5751209 -0.2281989 NA 6.3865075 7.6078474 9.9885428 7.3454443 11.5586792 7.6452412 10.3128936 NA 8.3454443 5.2795902 11.4963108 4.0197286 8.9554323 3.2312327 NA 9.4574219 13.2427735 NA 6.6666146 10.9662461 6.6786875 3.9417261 4.9417214 12.4600473 11.9789639 7.6390758 12.2823139 11.9588057 9.1105334 6.5465843 10.5947661 11.5965569 9.3031784 8.4413909 2.3567636 -1.2283679 NA -1.2283679 9.5065065 8.4774292 10.6145402 6.1468364 7.1569264 13.1326441 4.0571990 8.1854250 3.4156505 9.8861901 11.3371371 10.0473395 4.1641105 12.4226244 10.2631491 8.6141474 6.7084356 1.8575431 9.7010553 9.9951955 9.6007267 8.7927770 12.8063381 10.4161040 7.3031789 8.8405753 -0.2281989 9.8907381 6.7490770 7.5031157 12.2293061 12.0529432 7.3031789 -0.2281989 12.4520466 10.6094250 12.3097434 6.6172867 7.6816903 9.0812733 12.4833564 11.0435518 3.8592639 -1.2283679 8.3993309 6.9714688 7.6046867 10.7451356 8.0685295 7.7143115 6.1293490 10.4380210 7.6936382 0.3567073 8.9304068 5.5266855 0.3567073 5.4011526 NA 12.5080932 6.5919756 3.6297763 8.1468364 7.0338921 NA 8.4808807 8.4826035 10.7422624 8.0571990 9.4317928 7.9613744 6.0764907 11.8834217 10.2626479 9.5991396 11.8959183 11.6392688 NA 5.2636504 -0.2281989 8.6635805 10.5266845 9.5613307 7.2874972 12.9428174 14.1174448 -1.2283679 11.8830957 8.7675641 NA 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11.0271988 10.8886366 NA 13.0401278 12.8835977 11.2523829 9.2272005 7.3096628 11.3627231 10.2894848 12.1483328 10.9652455 TCGA-B8-4153 74 0 NA 762 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 105.52.0 NA NA 1 3 1 1 2 3 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.1025561 NA 8.3556792 10.8668933 2.1220432 10.6795232 10.1657704 7.6258849 2.2919866 10.4584600 10.5077008 9.5261367 7.7367692 3.0289581 2.8225058 9.1499655 8.0820612 10.4602387 0.7069946 6.6534413 8.6078888 1.7070388 10.8652108 8.9132224 4.0289492 11.2771686 13.4564026 9.4807106 10.5825154 11.2885364 16.4813715 NA 8.5293271 9.8861017 4.5814898 7.6018399 8.4818091 4.7367672 1.7118032 11.1399118 11.8159820 10.0572246 8.5165223 1.7070388 3.8769491 10.0733441 7.2148164 8.0016429 8.8242323 9.9854714 10.5789272 6.4349418 14.3596803 -0.8780563 -0.8780563 3.1220597 10.8138030 6.5977934 8.2358017 10.7500493 1.4439779 4.2095235 10.7018468 7.9612633 10.6662995 7.9001368 10.4372090 8.7032599 NA 2.4439779 0.7069946 11.7969138 8.9581098 9.9644098 2.1220432 8.7477684 8.5937347 7.7145169 10.6597632 7.9517824 3.9800436 7.9358404 3.0289581 8.1388677 NA -0.8780563 8.4596812 9.3841543 9.9478133 8.0259413 9.8968466 9.7722138 10.2167970 NA 9.4258403 8.6823925 9.5154499 2.7070167 9.5089998 5.0762555 -0.8780563 8.2487639 14.0877085 NA 7.0168774 13.9666181 10.1007699 2.8225058 7.0289503 11.0871222 10.0446438 10.5701758 10.6470908 11.8883026 11.1722482 9.1935219 7.3794477 10.9698998 10.9494022 9.5149671 4.5814898 1.9294123 0.1220763 0.1220763 9.1568585 10.3646382 8.6179144 8.5165223 10.8679229 12.6877566 4.5483256 9.6318344 6.4074615 12.2492478 10.5287959 8.1079012 4.3315118 11.1007699 12.6304733 11.3140440 9.4904350 3.8564977 10.6088945 9.5014378 11.8736035 8.8668935 10.1192389 9.6199113 9.2756115 9.7650137 1.4439779 9.3460611 5.4970982 8.0849556 10.2982326 10.9609167 8.9492116 3.4439911 11.0509479 8.7586839 10.3315129 9.0835091 10.3369857 10.2494091 11.8986981 9.8474257 7.9985763 0.7069946 8.7677180 5.7070222 10.2584099 9.2756115 11.1494057 9.2590507 7.3315127 9.5314505 6.3604644 -0.8780563 7.5937347 2.9294123 1.4439779 3.8224956 0.1220763 9.7376891 6.6843026 7.0229259 9.8464795 6.0993394 NA 10.6708814 10.5743007 10.6895403 11.1036267 7.5608510 7.4439878 5.9710584 10.5293273 11.8599406 10.8302812 10.3137356 11.7616263 1.9294123 8.1021988 -0.8780563 9.6843019 8.3339478 9.3375925 10.4281211 12.8936521 14.8780163 5.8902448 11.1827554 9.8685738 NA 3.2919866 8.1062216 NA NA 5.5483256 6.7802707 13.5601366 10.9422385 6.7070222 8.9815944 9.8618400 11.0050846 8.1719078 8.7555816 10.8931362 1.9294123 -0.8780563 9.8877600 9.1318881 7.2200919 5.5814898 11.3773832 9.4518559 10.4355094 9.1444273 7.7731108 10.7177832 7.3217315 3.9366097 10.7353886 0.00277450 0.00277450 0.00680440 -0.00277070 0.03354900 0.00208050 0.01014600 -0.01417400 -0.01532900 -0.01532900 -0.02301400 -0.01972600 0.00277450 0.00277450 0.00277450 -0.00138580 -0.74256000 -0.73679000 0.00680440 0.00680440 0.00680440 -0.00277070 0.00069327 -0.00843850 -0.00033768 -0.00033768 -0.00899060 -0.00332430 -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 11.225347 11.387381 9.577387 10.490020 9.284451 11.205206 2.822506 1.122076 8.049838 1.929412 12.162520 9.120551 9.514377 9.873721 7.606399 8.740445 11.034949 7.665091 10.246181 10.891897 8.319276 8.162185 9.938051 7.815547 7.076256 11.664608 12.990207 9.6583066 10.0468720 0.1220763 8.5712081 6.0289492 9.7650137 11.1471990 11.1096788 9.4039894 9.1064779 6.9358404 9.1206500 5.3888473 5.7802707 9.2781425 6.1220597 3.9800436 10.3186617 9.2539165 13.0794336 9.5197341 12.5531653 7.4542302 8.5670742 10.6665410 15.4232520 10.3309034 13.4468729 10.0601687 0.7069946 11.5519892 8.9985763 9.7632081 8.2384033 8.1079012 8.7731112 10.1499654 9.6357870 11.3094116 3.1220597 6.1988752 14.2523135 10.6343061 8.4840032 8.0047025 9.5356873 NA 11.1440805 -0.8780563 12.4142373 11.0525344 10.3841543 10.2926105 10.2506982 4.4439845 5.9924240 9.4807106 8.9596873 7.5229393 12.3829584 3.5143748 14.2051648 11.6696771 8.2590507 9.7968785 10.1007699 8.0409226 0.7069946 9.5218715 8.9769278 8.6357870 9.6199113 12.1608070 10.1671365 10.6857324 1.1220763 10.0513179 8.1499655 8.6475804 10.9342368 9.2743444 0.1220763 9.6900156 10.0586975 7.9001368 8.6179144 3.9800436 10.2982326 11.3800365 NA 12.7796012 12.6157899 10.8315741 9.5314505 7.7367692 11.0293257 9.7201120 12.4935054 9.9520755 TCGA-B8-4154 73 0 NA 750 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 50.57.0 1 5 1 NA NA NA 2 3 2 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 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 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 7 0 0 0 0 0 0 0 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8.5569984 9.3227110 10.2599951 6.5233393 2.1185923 10.7761466 8.9445551 3.1827082 10.4413321 4.1510064 9.8704328 NA 8.2060473 10.1077855 3.1185923 10.6580959 9.9410830 6.9945435 -1.3408061 10.7819227 9.7761466 9.6412695 7.5387360 3.7035437 0.2441564 8.6177055 7.6815209 10.5902597 1.6591482 7.1669474 8.6392926 1.9810854 10.7373037 9.3526398 5.8879712 10.0692438 12.3730764 8.6577432 11.0600324 10.1424649 16.2785204 NA 9.5757788 10.7509189 4.6364332 8.4388721 8.9212477 5.7571860 -0.3408061 11.4890738 11.0167050 10.1201207 8.6350009 4.0167013 4.8879736 9.1134523 7.6016675 8.1905344 9.9011360 9.6328504 10.7983845 6.3595932 13.6142125 1.2440955 NA 2.5660358 10.3093072 8.3155780 8.9165408 10.7806864 3.5660479 -1.3408061 8.0958643 7.7359682 10.8101568 6.6478383 9.9923083 9.3811066 NA 2.7466137 -0.3408061 12.3797178 7.5720423 9.9058936 1.6591482 8.1689278 8.8290780 7.8975575 10.4202886 9.7466158 2.4664966 6.9537739 3.7466137 8.8025361 NA NA 8.2384688 8.2194856 11.4896681 8.0078811 9.6724756 9.2544105 10.6064246 0.2441564 10.4813254 8.5402668 10.7699624 4.0514678 8.9709011 5.9537727 NA 8.1429688 14.6642730 2.7466137 10.3395124 14.2874845 9.6535063 4.0854162 6.1905339 10.3857968 10.0859418 9.1589989 9.6249373 11.6118778 11.2249690 8.0727811 10.1139662 8.7987044 10.5182994 9.7634371 0.6591939 NA -0.3408061 NA 9.0460932 10.1515069 8.6520913 8.4745362 9.4556550 15.4109454 3.1185923 8.6703801 6.4983562 11.8811931 11.1790349 8.5554853 4.6133489 10.9540608 12.1466161 10.7452892 9.9900698 4.1596373 9.9064870 9.3191489 12.2137418 8.9011360 10.6630222 10.2194857 8.6898202 10.1738670 0.6591939 6.5478955 5.2441145 7.5869306 11.3030091 11.8517309 10.1208268 3.2441107 11.9810810 8.5957908 9.9212478 7.9833334 9.2875986 10.2971363 12.4199768 10.3840930 6.2738627 -1.3408061 7.9514747 5.8879712 9.9094514 10.1369112 10.4417745 9.6549201 7.3630563 9.3111016 7.1550084 0.9810489 7.4535686 2.8290783 2.6591482 4.3870730 -0.3408061 10.5225649 7.1550084 6.4207047 10.2017012 5.4037176 NA 9.5592650 10.4821220 10.3823872 10.2980413 9.3359914 7.7473048 6.2018749 10.8945688 11.4180007 11.0175294 10.3703897 10.8120715 0.2441564 8.6478376 NA 9.0937812 9.0791130 9.8673873 9.1459879 14.5747989 14.3645423 0.2441564 11.5819231 9.7800387 -0.3408061 2.8290783 9.3096571 0.9810489 -1.3408061 5.6016668 7.0937809 14.6202182 11.1637286 6.9352770 9.6696811 10.0040036 10.5768979 8.2553426 9.3387121 11.0262946 3.3030062 2.7466137 10.3964002 9.5854490 7.0891877 3.7466137 11.1049437 8.8649463 10.4644938 9.6713654 8.0276594 9.8686062 7.9282797 5.4690817 11.1701643 0.00222250 0.00222250 0.00583410 -0.00484290 -0.00318270 0.03172100 0.00125130 -0.00345950 -0.02835200 -0.02835200 -0.02835200 -0.02835200 0.00222250 0.00222250 0.00222250 0.00903450 -0.64715000 -0.64715000 0.00583410 0.00583410 0.00583410 -0.00484290 -0.00041263 -0.01312300 -0.00594900 -0.00733070 -0.00345950 -0.00415140 0.00000000 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 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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8.7558680 10.0227402 9.5861901 -1.3408061 11.4614673 NA 12.9361497 10.2839667 10.4681171 9.6640757 9.7373038 5.3870730 4.7035493 9.3561205 8.8746860 7.7008121 12.8061145 3.3030062 13.5306732 11.7434630 7.9422412 9.9344451 10.4864957 4.9810809 -0.3408061 8.3439017 6.8139710 9.1778062 9.5943179 11.9110791 11.5895207 10.1987964 0.2441564 10.2389403 5.5046426 9.4198728 10.2844052 8.9990030 1.9810854 10.0722519 4.8489784 8.5750324 8.6520913 3.4140408 11.3030091 11.1883394 NA 13.4980121 12.9009872 11.5083625 9.3111016 8.1348863 11.0142287 10.6524452 12.2014061 10.6920493 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 5 2 NA NA NA 1 6 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 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11.368817 NA NA 4.871706 8.920194 8.936449 4.959167 6.796519 10.525000 11.646288 6.882934 10.697858 11.934427 3.395268 7.817151 8.792059 11.647111 11.587454 9.092085 8.102928 6.297971 8.140833 9.444407 10.165753 7.985293 -0.128314 NA -1.128156 10.557769 11.186290 4.653066 7.331138 2.572138 9.329087 8.636578 10.045384 7.619899 -0.128314 9.227058 9.162877 2.871706 8.180045 5.501063 9.204862 NA 8.535265 11.136149 1.679063 9.308418 8.827356 7.880135 NA 10.642759 10.315562 8.447246 8.520963 5.717197 4.802441 9.220435 8.129094 10.071379 0.456701 4.081161 9.203743 0.871686 9.213781 7.953855 5.666123 11.204943 11.775965 9.417636 10.721893 9.207097 13.083063 5.825903 9.273653 6.515563 5.501063 8.843250 7.129094 7.000989 3.247441 12.408439 11.333186 9.321887 6.698255 7.995828 9.346427 9.626594 10.060913 9.683081 9.866060 10.050994 10.795406 6.464163 13.231868 1.456648 -0.128314 0.456701 10.581652 8.056582 10.355522 10.413287 NA NA 8.561705 6.572147 9.715620 8.831708 11.915076 8.312576 NA 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11.445590 9.227058 4.848988 7.643196 13.254871 1.456648 3.572150 -1.128156 12.046320 5.585951 9.101727 7.916101 7.516645 NA 11.533039 10.019548 10.972369 11.233924 8.666122 11.361695 6.742441 10.162877 10.836047 10.439187 10.415705 10.239667 1.679063 7.977615 NA 10.054722 8.211556 9.186856 9.151317 12.040379 13.844642 -1.128156 9.772573 9.072605 -1.128156 4.825903 7.314650 -1.128156 -1.128156 8.914734 8.013813 13.728083 10.908643 8.973669 9.307377 9.224854 11.857549 9.229259 9.105746 12.323562 0.871686 1.871725 9.788333 9.938469 7.375532 6.289560 11.573230 9.425336 10.875576 9.849495 6.953855 10.531703 8.029054 4.544133 10.161149 -0.6485800 -0.6485800 0.0000000 -0.0123000 -0.0041546 0.6086400 0.0134920 0.0088920 -0.0602110 -0.0602110 -0.0602110 -0.0602110 -0.6052300 -0.6470500 -0.6485800 -0.0056757 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 -0.0123000 0.0011093 -0.0064086 0.0098669 -0.0039458 0.0074065 -0.0042929 -0.6515500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.652 0.000 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9.544132 9.817150 10.778221 10.262413 8.868886 8.696665 12.000506 4.871706 6.363560 13.128728 11.351739 10.568240 4.704595 9.152477 -0.128314 11.363059 NA 11.543911 11.216979 11.519165 10.525000 11.647111 4.729689 4.486418 8.242394 9.087240 4.572144 12.610742 2.456675 14.877770 10.173203 8.695074 8.026626 11.048191 1.456648 NA 12.092689 8.369559 10.125554 9.865353 10.350982 9.378510 9.396248 NA 10.710517 8.347440 9.766524 12.070765 10.366062 -0.128314 8.469759 5.395268 9.926989 10.074443 9.210443 10.878033 10.830259 4.626597 12.231731 12.521973 10.758927 11.445590 6.653066 10.974666 11.443696 8.993991 9.959991 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 50.57.0 2 2 3 NA 4 3 3 4 3 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 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10.5519555 10.1558574 8.2231643 4.3303720 9.8753328 8.3649107 NA 2.1756843 4.5267637 8.7663858 9.5168955 5.9253159 7.6280489 10.7569826 11.7967849 7.2452523 11.5806669 11.4332190 4.2048372 9.1526737 9.5316756 10.2073969 10.3642502 8.3133620 7.4699202 8.6597912 8.2961527 9.0261768 13.4958021 7.7334940 7.8926108 1.7454095 -1.2546336 9.6672469 9.5893270 4.8114967 7.3453192 4.7226846 8.7025079 9.2452518 11.0949636 6.7169498 5.7897997 11.0368645 9.7390520 2.6523029 11.5164827 5.7340918 12.4265345 NA 8.1632587 11.0763229 3.0673289 11.4910803 9.4169470 7.7788288 3.0673289 10.4048177 10.1168068 9.0161918 7.0807962 6.4935993 0.3303289 9.1387963 8.6966908 10.0941340 -0.2546336 5.7454068 8.7369278 1.3303863 9.5583855 12.9829894 6.0308084 12.7886238 14.7682722 9.0377276 10.9709147 11.2985552 15.7675462 -1.2546336 8.0354249 10.6417384 5.0852547 7.4458459 8.5751289 8.7369278 3.3128249 11.0048550 10.1242427 10.5775048 6.5463065 -0.2546336 NA 9.5559775 9.9407781 7.8328685 8.6761433 9.5543701 10.1909381 7.0673343 13.5088258 1.5527705 1.0673634 4.4733259 10.1188150 7.3674576 8.1632587 11.3268420 -0.2546336 2.9153297 9.4432424 7.9077974 11.6329370 8.3692876 10.5928548 7.7815794 -1.2546336 10.0261768 4.0308040 10.6092051 7.2372587 10.1150033 2.0673289 10.4062932 9.6455179 7.5846100 11.5745341 9.7183858 3.8746888 7.4000417 4.6761433 9.4801156 6.1291099 NA 7.8976906 9.2999949 10.6014424 8.8235567 8.8964226 9.2261961 10.2645507 1.3303863 10.2556756 8.1226163 8.5926671 3.5527582 9.5853969 3.6033830 1.0673634 8.5830339 13.9757267 6.9645742 4.6033890 5.5655850 8.8434381 2.6523029 6.0215308 12.2035562 11.1422783 9.3218902 11.1454849 12.1462827 10.7394057 8.4699197 8.2806812 8.8630492 11.3244862 8.2913162 1.5527705 1.5527705 0.3303289 NA 9.6111392 8.6820441 9.0718353 8.3784011 9.3611551 12.4689602 7.9027532 9.4493096 5.9933324 12.7049552 10.0746416 9.7183858 4.6996016 11.6217310 13.1874423 11.6707749 9.1073497 3.8430190 9.6333882 9.6522965 11.6979652 8.9548593 10.1658926 9.5885419 8.9633637 4.0673376 3.7898023 9.0086751 8.7140727 8.2432578 11.6453293 9.8642886 7.0760983 2.9933302 11.3474088 9.1269489 11.5357545 6.9302808 10.1468189 9.9820181 12.2804383 9.8275550 9.1344995 1.3303863 9.6424951 7.4868728 9.4767249 8.9364651 10.9143162 8.8473816 9.1150033 9.2903705 7.5069573 1.9153297 7.2048372 2.9933302 2.9153297 3.2689733 1.0673634 10.3706582 6.7054084 6.0852568 11.6145448 6.8349893 -1.2546336 10.3023909 10.3308380 10.7908243 11.2007332 7.1073500 9.4741257 5.3859418 10.6816758 11.7630843 10.4218039 9.9284210 10.1150033 -1.2546336 7.4388933 1.0673634 9.9103129 10.0548822 8.9802233 8.8235567 13.9097237 12.7573320 8.8875131 10.1711464 9.9933334 4.9742264 7.0304387 9.3958565 NA NA 7.1800344 8.0537451 15.2490764 9.3219660 8.9682008 9.1579759 8.1117283 11.5535657 8.1800340 9.1266245 10.7639539 4.1716712 3.9548570 9.8591480 8.5414455 7.6761433 8.7439962 11.3143121 9.6280490 11.1212599 10.6192345 6.7054084 10.9515046 7.4319062 3.6522914 10.3322457 0.00583090 0.00583090 0.48217000 -0.00221680 0.46109000 0.46258000 -0.01340200 0.00293530 0.00000000 0.00000000 0.00000000 0.00000000 0.00583090 0.00583090 0.00583090 -0.54437000 -0.49611000 -0.49611000 -0.49611000 -0.49611000 -0.49611000 -0.00221680 -0.49099000 -0.01340200 -0.50277000 -0.48879000 -0.00260280 -0.00166290 -0.00041585 0.000 0.000 0.454 0.454 0.000 0.000 0.000 0.000 -0.484 0.481 0.481 0.000 0.000 -0.495 -0.495 0.000 0.000 0.000 0.000 0.466 0.466 0.000 0.000 0.434 0.434 -0.014 0.482 0.000 0.000 0.461 0.461 -0.491 -0.491 0.449 0.449 0.000 0.000 -0.489 -0.489 0.000 0.000 0.000 0.000 0.454 0.454 0.000 0.000 0.000 0.000 -0.484 0.481 0.481 0.000 0.000 -0.495 -0.495 0.000 0.000 0.000 0.000 0.466 0.466 0.000 0.000 0.434 0.434 -0.014 0.482 0.000 0.000 0.461 0.461 -0.491 -0.491 0.449 0.449 0.000 0.000 -0.489 -0.489 0.000 0.000 10.514417 11.576515 9.002794 10.974525 9.100757 10.575921 6.480115 2.067329 7.676143 4.745404 13.316922 8.944354 13.221076 11.655305 8.128095 8.965784 9.910941 6.163259 10.448444 11.836180 8.959725 8.439241 10.121949 7.861750 7.459651 11.706313 14.161478 11.5981305 10.3906141 2.9153297 8.7566334 8.0582889 10.4340934 10.1981620 12.2094411 9.3171586 10.1441496 7.6632855 9.5535657 6.8746888 8.2412610 9.9784263 4.4178323 6.1716712 9.6203874 7.4969496 14.5450164 9.4784212 12.9903644 8.7970091 9.9688044 12.5816536 15.7829636 11.9542499 14.0860211 10.7670800 1.7454095 11.2494801 8.0098488 10.2417605 9.0331185 9.7183858 10.1600913 9.8558893 10.8394836 11.5891308 2.8328698 5.8114942 15.0615490 10.5373828 10.2261961 6.0521963 10.0785613 0.3303289 12.0775824 NA 12.7324923 11.3157313 10.5222502 10.7569826 10.2073969 7.8434381 7.8617501 8.7411730 9.2551809 6.8114954 12.8160175 0.3303289 12.5783948 13.2360688 8.5119349 7.7637734 9.5679768 5.9352311 -1.2546336 9.0863687 7.0673343 9.9259368 9.9998442 11.0938575 12.0866468 10.8717878 1.0673634 9.9921465 9.8500047 9.3057387 11.3237786 9.9820181 2.0673289 10.8023823 10.4071840 7.0168684 9.0718353 3.7454095 11.6453293 10.9712159 NA 12.8655628 12.3748764 10.1595626 9.2903705 8.1073500 10.6530477 10.7569826 11.0666012 10.6976121 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 2 2 4 3 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 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 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6.62012743 11.76621263 7.26782603 9.38495509 NA 8.25394626 10.87764127 4.81757210 11.52509342 9.77122880 7.63923651 -1.60867219 11.53431747 10.72441682 9.34228028 7.69508976 4.03516640 3.60075739 9.25472087 8.77177006 10.10598378 3.91487063 8.18897055 10.30718840 4.58113428 9.84817676 10.75462248 6.60076185 11.82188047 11.37465894 9.54169100 11.10168500 7.44659122 15.83115613 -1.60867219 8.67902153 11.02883958 4.73116151 7.29519128 7.42473234 3.47877771 2.84416467 11.36679877 11.00785787 9.65633798 8.79857678 4.24929363 2.19865130 9.06638389 9.84097363 9.20829265 9.95402847 9.95068609 11.29085478 6.28005249 13.48670604 7.09521239 -1.60867219 6.54105634 10.07955932 7.89314618 9.59098144 11.52091401 1.56125281 NA 5.62012890 8.63686167 10.33828835 8.70078544 10.86044205 9.18491228 NA 7.33675290 2.85073943 10.93482423 7.55621557 9.52380872 4.74885835 10.95307430 7.98002359 7.69280518 10.60593170 8.55495869 -0.60867219 8.19866407 4.41367531 9.29594361 -1.60867219 -1.60867219 8.18897055 10.18937575 9.96684831 8.70985167 11.12665350 9.18409925 10.11539654 1.56125281 10.69137556 9.20989123 10.24192168 3.03516640 10.84792012 2.29818907 -0.60867219 4.03516640 13.39201329 2.47876477 9.93530740 11.69494708 9.77122880 6.46277218 7.69051697 7.36572403 11.77001028 11.57416889 11.69893676 11.15702400 10.60623521 7.44930054 10.15369110 9.75926971 10.83399336 9.74266783 2.71323390 6.15949397 -0.60867219 NA 9.62492866 10.39236530 9.50570201 7.12940152 9.51631561 12.68132785 2.97627197 8.83942522 4.88316135 11.12961242 10.65311010 9.45268026 5.93046769 12.30933367 12.49934335 11.58221397 8.63498271 6.67462872 10.11240823 10.77636254 12.11368966 9.20509018 10.11240823 9.33748432 9.14953222 7.89314618 1.19868273 7.11922958 10.31760504 7.97627140 10.66335556 0.01421244 9.31470332 0.71325590 11.29179847 8.25239579 10.46578504 8.08479617 9.51025009 10.36392984 11.01152883 10.53628588 6.85074068 -0.60867219 8.37857318 7.14285349 10.87033135 10.12559518 10.65513865 8.90897829 8.99400800 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0.00514110 0.00514110 0.00305740 -0.00243720 -0.00843340 -0.02053700 -0.02053700 -0.01422300 0.01210200 -0.00873150 0.000 0.000 0.000 0.000 0.538 0.538 0.000 0.000 0.000 0.526 0.526 0.505 0.505 -0.550 -0.550 0.000 0.000 0.000 0.000 0.486 0.486 0.000 0.000 0.000 0.000 0.000 0.598 0.000 0.000 0.000 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 0.538 0.538 0.000 0.000 0.000 0.526 0.526 0.505 0.505 -0.550 -0.550 0.000 0.000 0.000 0.000 0.486 0.486 0.000 0.000 0.000 0.000 0.000 0.598 0.000 0.000 0.000 0.000 0.000 0.000 0.535 0.535 0.000 0.000 0.000 0.000 0.000 0.000 5.930468 12.163520 5.224199 10.515753 8.549919 8.947815 8.335289 6.304199 7.566234 3.435709 12.256559 8.477379 11.861332 8.232260 7.828853 8.954505 11.783895 3.249294 10.526056 9.045050 8.084796 9.030297 9.288466 6.838392 7.809162 11.402536 13.004005 9.64810731 10.23640699 0.97629031 8.45470397 7.89910371 9.85738545 10.90700886 11.83360462 4.34550283 9.29443764 7.61772090 10.78577171 6.25549507 9.35709339 9.74721064 4.14619901 4.58113428 4.89910311 10.17061800 12.93705784 8.64515655 14.24783181 4.65903401 10.26244420 10.40008776 15.17181034 12.76532962 12.01015333 10.67584398 -0.02370969 10.10555447 9.86196792 11.61651645 9.15949346 9.45268026 9.68247972 9.55558746 10.53596730 11.61455508 5.56123448 6.00601969 12.92613713 11.73018463 9.30195180 7.35997616 11.64427005 -1.60867219 10.78657537 0.39132781 12.62956447 10.55588286 10.97462689 10.75434865 10.71548956 4.62012890 8.93723874 9.29970166 8.88115710 7.10211534 12.28507315 1.85075943 14.21462650 13.82570920 8.14285298 7.67885996 10.87613190 6.10555447 -0.02370969 8.97627140 5.81757466 9.35637185 9.66683416 11.24948433 11.69180458 8.85585487 -0.60867219 10.79138791 9.33748432 9.05930768 11.06550129 9.13024569 2.39130031 10.48208310 4.06373589 7.96873763 9.50570201 -0.02370969 10.66335556 11.11304910 -0.60867219 11.90071291 13.12347645 11.01770252 10.44625240 7.59832352 11.12538351 9.30868100 10.59043838 11.41838046 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 3 2 3 2 1 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 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 1 0 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8.3663978 5.0762598 0.3758457 9.4912984 8.7809626 10.4220356 -0.2090612 7.1831758 9.0076045 1.1127668 10.7809626 9.2244441 5.5722197 12.0446766 9.9117445 9.1713197 11.0145587 10.3119683 16.1496557 NA 8.4383170 9.9978729 5.1484095 7.5656459 8.2338023 6.2907045 2.5393077 11.2436146 10.5767197 9.5746755 8.9418751 1.9607712 3.3758179 9.6542705 8.4183924 8.2129234 9.4843456 9.8987296 10.4000374 6.5051033 13.6303085 2.7908554 NA 4.1127835 10.3377530 7.7363025 8.2645646 11.2771908 5.5187806 NA 10.1511570 8.4650509 11.0765845 7.6643029 10.2892092 7.8488501 NA 8.1549932 2.8783134 11.5854775 8.2867135 9.8522299 3.6977516 10.2139746 7.8730079 7.6488393 10.8400265 8.8352527 3.2502946 8.2706387 4.6237498 9.5656457 NA NA 8.1329331 9.3464065 10.6685262 8.3163793 10.7486861 9.3348570 10.1451079 -0.2090612 9.7134431 8.7230735 9.7710838 3.7450544 9.9645357 5.4912984 0.3758457 8.2044865 13.9738736 1.5982223 6.0669825 12.0421931 8.6332089 4.0762598 6.8407074 10.9834597 11.2974141 9.6046398 10.9447273 11.4674218 10.3930935 9.6519456 8.9355169 9.2379418 10.9223940 8.8542133 6.0003110 -0.2090612 -0.2090612 -0.2090612 10.6014302 9.7738521 9.4292946 7.6078422 9.4889815 11.2423273 5.8461423 8.9316884 5.2986547 11.8883970 10.1986574 9.3814456 5.6856767 11.9720108 12.5429256 11.4340384 8.6340574 3.0010996 9.6596811 10.1944033 11.2466995 9.0704693 10.7692115 10.2430998 9.5051041 7.0762609 2.1128002 8.0854794 7.2087114 8.4365171 11.3949485 12.0400861 9.8295033 3.1831689 11.2034285 8.7978859 10.8464800 8.7022506 9.8690094 10.2353559 11.9606270 9.9272089 7.1351542 1.1127668 8.7171548 7.4912984 9.9911443 9.0136535 10.6953126 8.8173821 8.0364116 10.1223355 8.5102475 1.5982223 6.1037410 3.1831689 3.2502946 3.5982104 -0.2090612 10.7749209 5.2665917 6.7908580 10.4215808 6.4109313 1.1127668 10.6106385 10.3261340 11.0991976 11.1620907 8.0946393 9.4747218 6.0641887 10.8297776 11.5066062 10.2446437 9.9639110 11.4057985 NA 8.4092441 -1.2092280 9.9000363 9.3521465 8.5966024 9.1082712 12.9360743 13.2493293 4.5722167 10.5807997 9.6480620 -1.2092280 4.6977516 9.5803922 1.5982223 NA 7.9757339 7.5221774 14.6467977 10.5525179 8.7037479 9.1680691 9.6788408 11.4362919 8.3358231 9.3667949 11.5066062 -1.2092280 2.9607897 8.7781225 9.3055727 7.8297779 5.9707685 11.2854642 9.9297703 10.5602832 9.8888907 10.1440054 10.5586293 7.3682873 5.0014825 10.1549932 0.00319100 0.00319100 0.00180300 0.00000000 -0.00341300 0.44799000 -0.00539920 -0.00650500 0.01251600 0.01251600 0.00726200 0.01992300 0.02230400 0.00319100 0.00319100 -0.00406930 -0.00802440 -0.55537000 -0.56157000 0.00108510 0.00108510 0.00000000 -0.00277070 -0.00539920 -0.51959000 -0.50525000 -0.00650500 -0.00431540 0.00013863 0.000 0.000 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 0.455 0.455 0.000 0.000 0.000 0.000 -0.547 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.448 0.448 0.000 0.000 -0.505 -0.505 0.000 0.000 0.000 0.000 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 0.455 0.455 0.000 0.000 0.000 0.000 -0.547 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.448 0.448 0.000 0.000 -0.505 -0.505 0.000 0.000 10.408785 11.684918 10.961410 10.143454 9.794377 11.455306 3.745054 1.960771 7.360715 5.217122 12.463063 8.399317 10.374411 10.660213 8.378430 8.968278 11.862991 6.813226 10.654658 10.457526 8.322240 8.412874 9.643006 7.545746 6.824282 11.616811 13.142212 10.5068206 10.4960590 -0.2090612 8.6565918 8.1217754 10.2155497 10.4676972 11.5428210 9.0762609 9.7978859 7.6550448 9.4694587 7.1262491 8.9632860 9.2296504 6.8352533 5.8569484 9.6917254 9.3183356 13.1228951 10.2165990 13.1282714 6.3166924 9.7922668 9.9507300 15.7053488 11.9833055 12.8990563 10.6134294 -0.2090612 11.1359866 9.4274832 11.2921982 8.7201170 9.3814456 9.9265679 9.8529048 11.2771908 11.5578016 5.4055670 5.7215969 14.1824046 11.1398633 9.3241884 7.7126996 10.2887105 -1.2092280 11.6441681 NA 12.4571936 11.4393982 11.0292633 10.991757 10.091783 6.048247 5.980683 8.922716 9.255404 4.673500 12.837934 2.960790 13.694693 12.518354 8.425670 9.340162 9.648062 4.648839 NA 9.253361 7.747961 9.229650 9.994164 11.269375 12.135293 10.287213 1.790855 10.713071 7.851555 8.983152 11.552825 9.799987 3.038787 10.069889 7.960783 10.372530 9.429295 3.835257 11.394948 11.300386 NA 12.876248 12.148685 10.369231 10.122335 7.658137 10.669293 10.532747 11.849045 11.156539 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 3 2 3 3 4 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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11.50037674 2.34349310 8.94990898 8.94805676 10.03481093 10.59912240 8.77186380 7.93969322 6.40959290 7.36031160 8.93128120 15.32142076 8.00110808 5.81923643 NA NA 10.09043772 9.58489093 6.00171444 7.57712364 3.04393938 8.74438314 9.29551687 9.09337293 9.04827188 4.78644477 11.74491652 8.50463549 7.31504719 11.23262730 4.98736180 10.60765294 1.15088457 9.21463871 11.12199151 3.70106105 12.20797997 10.39096845 8.08833721 -0.65653532 10.46177962 10.36223590 8.65298010 7.79058700 3.09838587 0.92850298 10.41630617 8.85821759 10.39641127 2.04393938 5.68335398 10.42332174 0.92850298 9.65297992 8.60677273 4.36587447 11.87981522 12.47439589 9.35542973 10.82151483 10.07439826 16.57474356 NA 8.47020820 9.28161295 4.49325023 6.81517833 7.48049456 6.38789842 1.15088457 10.97263256 10.40723579 9.45529146 7.35193216 3.73582541 0.92850298 9.53023699 8.02649799 8.28014160 9.55842990 9.63409860 10.04697473 7.29769950 13.72159523 3.20147704 -1.65653532 2.86706618 10.42731536 7.73152065 8.64728429 11.27294698 0.66539277 NA 10.27128163 7.43096681 10.67035157 8.17481086 10.94411349 8.29187104 NA 8.76871961 1.80293764 10.93502600 6.97649882 9.38310809 2.92846508 11.02254384 8.92376216 8.05946560 11.08075099 9.26534453 2.15085209 7.71636884 6.77813234 9.68391011 -0.07157282 NA 8.52837909 9.28528476 9.80651708 8.91335918 9.32720972 9.08075092 9.62948376 -0.07157282 9.49768880 9.75289457 10.76188336 3.10532608 10.83885906 1.51344021 -1.65653532 8.45984756 13.53143557 6.11829119 9.09337293 12.05892944 8.67217851 5.28601986 6.90192399 10.92116851 11.20575355 10.29442397 10.50903873 11.58934301 10.60941166 8.20614112 9.59616907 8.99634863 10.72828738 10.09129799 3.80293764 6.05086298 -0.07157282 -0.65653532 10.48177542 9.95729303 9.02034218 7.61263042 9.02280777 6.84334951 5.26236550 8.01238877 4.51342758 12.05860765 9.64328405 8.69444286 3.95821165 11.48768385 13.49966573 11.25620586 8.90765322 2.17133495 10.09379189 9.85228886 11.50715331 9.39130912 10.70927926 9.71745623 9.46956266 9.23376801 3.04393938 8.26236691 7.01946063 7.32649690 10.13629394 9.03894066 8.38621645 1.66543825 11.78890651 8.21848477 11.28565155 8.60911852 9.84185427 9.92046035 11.43593044 10.00572699 7.42565232 -1.65653532 7.48561037 7.36864352 10.61613343 8.67329989 10.97462159 9.01504478 8.35193216 10.28161295 10.10255959 0.66539277 3.89809224 5.12486160 1.34352153 2.51344021 -0.07157282 10.49578849 4.75289307 5.82731857 11.91119475 6.33025542 NA 11.24964260 10.24738545 11.08644457 10.51374171 9.79471477 9.22395970 5.79677424 10.36552458 10.82378892 10.04913601 9.68613385 11.05817848 -1.65653532 8.14763487 -0.65653532 9.69333780 11.19075676 9.33076767 8.81110909 13.67060010 12.29506156 6.84732926 11.06118006 10.36552458 -0.65653532 4.68335398 10.86405603 0.34346468 -1.65653532 7.68112524 8.44153577 13.37171188 10.72398903 8.85821759 8.57712326 9.57532481 11.58742139 7.83935876 9.25779914 10.83560714 4.40959460 3.04393938 9.94620244 8.69001753 7.27719440 10.92376216 11.57382434 9.69720181 11.21058928 10.10283014 10.59794173 10.84459436 6.72327185 4.51342758 9.93315478 0.00541390 0.00541390 0.02048300 -0.17094000 0.33432000 0.00221930 0.17483000 0.00000000 -0.04955900 -0.04955900 -0.04955900 -0.05360500 0.00132180 0.00132180 0.00541390 -0.00152430 -0.32507000 -0.32580000 0.02454800 0.02048300 0.02048300 -0.17094000 -0.18081000 -0.19625000 -0.28239000 -0.28239000 -0.33860000 0.00027728 -0.18810000 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 9.681126 12.112102 8.326497 10.895692 9.484972 13.076625 5.794715 2.343493 7.101661 5.920932 12.345440 9.004061 14.208512 10.745482 8.472800 8.731521 10.984652 5.843351 10.332188 11.402341 7.948983 8.729916 9.547200 7.555392 6.867066 11.926939 11.669652 10.5240345 10.3848205 NA 9.0858131 7.7010555 10.3089271 10.8098351 12.0808566 7.8029351 10.1042236 7.8413555 9.8034474 7.5134284 9.0282523 9.8111093 5.4830547 4.0983943 7.8049828 9.5184293 12.4023410 9.0008220 13.3462308 7.4013062 12.2681306 11.2436157 16.8669278 11.9436489 13.3787753 11.1954478 1.8029376 11.4961054 8.0300044 12.0063945 8.9882612 8.6944429 9.4296398 10.2593830 11.5043205 11.8346039 0.6653928 7.1732264 13.7927284 11.3353797 9.2904099 6.5723228 9.9401593 -0.6565353 11.2863846 NA 12.8171460 11.7899395 10.9336228 10.96944070 10.03481093 7.59143109 8.07990553 8.73582102 9.45333423 6.34350376 12.62542135 -0.07157282 13.05855399 13.42227989 7.96738536 8.51834196 10.33076767 4.27423929 NA 8.92281956 6.96921267 9.78229552 9.30060561 10.76082871 12.66719175 8.71528011 1.92846508 10.71555245 8.31504719 9.08665508 10.78099563 9.88314714 2.66543825 10.20459058 5.95821397 9.88023645 9.02034218 1.15088457 10.13629394 11.53533395 2.43095427 12.47969373 13.27470283 11.09964296 10.28161295 8.28161295 11.25058207 10.88266246 10.16819987 10.74290172 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 1 1 1 1 2 3 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 7 0 0 0 0 0 0 0 0 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8.2915796 9.5175708 8.4366299 6.4445909 1.3016462 10.7039349 8.2991265 6.1485173 10.5901150 5.0859047 10.1774680 NA 6.7791665 11.6197995 1.5911528 11.0344603 9.7431943 7.7917040 -0.2833163 10.8398654 10.6079786 8.6446563 7.1842763 5.3508756 NA 9.5159525 8.8476703 11.1095248 2.1317212 5.3508756 9.2814555 1.8321609 10.3332197 9.2512980 4.0859005 12.0095082 10.1338201 9.4462916 10.6056677 9.6906072 15.1988485 NA 7.8865959 11.6175376 4.7166727 7.1089886 7.8882647 5.3890952 0.4536493 11.7872390 10.8689557 10.3940968 9.4060866 5.1317088 2.7755563 9.7204230 8.1788321 8.1232301 9.4366299 8.9951204 10.3993729 6.8899310 13.3436346 0.4536493 NA 1.8321609 10.2893711 8.1499087 9.2191712 10.3511794 3.5911408 0.9390761 9.5746518 6.8664184 10.9448683 6.8425150 11.3066340 8.2415390 NA 3.1317047 NA 12.5350533 7.2138576 8.7325504 2.6552602 10.2228131 8.9486919 8.0051524 11.3578194 10.0609667 2.5240135 8.6552702 4.3411603 9.0158789 NA NA 8.4066689 9.6877354 10.7699180 8.4377700 10.2218208 9.5885760 9.9249051 2.3016462 10.0967711 7.8681101 10.1086554 3.5240261 9.9826765 5.3508756 NA 9.0572629 13.8505622 2.6552602 11.0539211 13.0174047 8.7176099 3.8865989 6.2661344 10.0705527 11.3570664 9.8668412 10.4856821 11.4338174 10.4118991 7.4147968 8.5818886 7.9630157 10.8164570 9.2758503 -1.8682788 3.1760993 -0.2833163 NA 8.6728051 10.4793297 9.3551068 8.2686997 9.2194231 10.7173751 2.2191840 9.2808204 4.8998910 11.6477776 10.1832572 9.1747357 5.3508756 11.1237615 12.2206622 11.2098591 8.7325504 4.2020964 10.8384202 9.7039349 11.5230862 8.8998925 11.1290643 9.3949775 9.1154146 9.2972435 1.7166837 9.7505526 5.4892603 8.2058499 11.3221503 12.2229454 8.6594590 2.1317212 12.2766851 9.5315203 11.8935712 9.2763666 9.9869662 10.2824076 11.8393910 9.4991232 6.4581375 NA 8.9382579 7.4693300 9.8032493 8.7746625 10.6345898 8.4804364 7.8731752 10.1499085 10.2738154 0.7166837 7.0020735 3.7755668 2.7755563 4.5240261 0.7166837 10.7415797 6.0859047 5.5495614 8.8085469 5.0925204 NA 11.0082253 10.2231438 11.5931878 10.0001451 10.1940919 10.0276509 6.0891591 10.6589409 11.1148801 10.4892603 9.9232783 11.7636811 1.4536493 7.7316211 NA 9.8098683 8.9677586 9.1154146 9.0318203 13.3153049 13.9973450 1.8321609 10.6843775 9.7491757 NA 2.3016462 8.5632058 -1.8682788 -1.8682788 8.2712599 7.5746518 14.6277975 11.1527143 9.1373329 7.8234520 9.0535493 11.8066729 7.7482573 9.0467961 11.2333558 0.1317212 4.8459516 9.4337759 9.3387226 7.2085241 3.2191685 11.4471410 9.3545033 11.1410121 10.7397321 6.6708672 10.1418867 7.4938058 4.8210060 9.5605919 0.00000000 0.00000000 -0.00401620 -0.01752900 0.70767000 0.00374650 -0.01023200 -0.00041585 -0.13458000 -0.13458000 -0.13458000 0.54436000 0.04664400 0.00000000 0.00000000 0.66272000 -0.73388000 -0.73388000 -0.74612000 -0.00401620 -0.00401620 -0.01752900 -0.01064600 -0.00207840 0.00763920 0.00763920 -0.00041585 -0.01904000 -0.72420000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.653 0.653 -0.713 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 -0.135 -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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.653 0.653 -0.713 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 -0.135 -0.135 9.389685 11.905878 13.956692 10.016260 9.237617 11.860692 8.147124 1.453649 8.018929 4.716673 11.987647 7.844029 5.379635 8.163754 8.482338 9.005152 12.131092 6.678603 11.279390 9.138736 7.748257 8.627114 9.263424 8.012822 7.582919 10.538976 13.844665 9.8719108 10.5936992 NA 9.1692553 9.1295934 10.4578569 9.6557602 12.1644428 8.4592611 9.6626023 7.7390387 9.9677587 6.9390632 7.7464183 9.3270806 5.0265257 3.8865989 7.8510969 10.3193697 13.0561961 8.1678817 13.0625381 8.1536184 6.8899310 9.6834166 16.1139778 12.1093460 13.9316476 11.0698177 0.1317212 10.8078858 11.5045734 10.9426816 9.5040292 9.1747357 9.4809895 9.6752235 10.5980397 11.9644965 5.9582557 5.6708658 13.9809859 11.6042723 9.7096091 7.1623752 10.3635295 NA 11.8413307 -1.8682788 12.4654228 11.5809821 10.9269363 10.8606917 9.8485278 7.6493776 8.2031708 9.5844644 9.0043831 5.4263285 12.4520752 2.5911288 13.8456318 13.4233827 8.0158789 8.9189416 10.4690515 2.5911288 -0.8682788 8.9089636 6.9390632 10.0764204 9.8369088 10.4834758 11.6182920 9.5931877 -0.2833163 10.3081932 8.6325503 8.6265640 12.3595499 9.8356120 2.0386118 9.7724051 7.2506490 9.3165836 9.3551068 4.0143553 11.3221503 11.2120262 NA 13.0643383 12.7900872 10.4662610 10.1499085 7.3016334 10.7841052 10.5151427 11.3493268 11.0733062 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 5 2 3 4 1 1 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 0 0 0 0 0 0 0 0 0 0 0 0 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9.3089626 9.6972828 7.8433407 2.4412444 7.8722926 8.4201573 8.5452796 11.3210446 8.3504844 6.5282806 3.9914357 11.4278973 7.9804012 11.6486056 4.6782804 10.0522674 10.1778862 11.7070250 9.9111750 8.1788521 NA 8.6700613 7.8457761 10.1831910 8.5467768 10.7543685 9.2197890 7.6891698 10.2122604 7.0933193 2.3343394 8.8530562 1.2188432 2.7213508 3.4918659 2.0933235 10.1903937 4.7424105 7.6367029 11.2391889 6.9006736 -0.3660574 10.9600362 10.3824999 10.7686348 10.3438331 8.7053500 9.1024812 5.7205028 11.3507071 11.4297244 10.7163694 9.7924973 11.4307384 NA 7.9239062 NA 10.2898655 8.6534785 9.0390292 9.4380187 14.9422622 13.8268354 3.0933235 11.1525408 10.6257637 NA 6.8699022 7.5764020 0.2188432 NA 6.8187624 8.1237355 14.8950644 9.5880840 8.4715155 9.2568545 8.6534785 12.1788521 8.7912345 9.4243257 10.3173209 1.8038057 1.9558335 9.5888109 9.4484701 7.7266446 5.9826149 11.3968925 10.2723236 11.0053921 9.6611025 7.9781836 10.6714346 6.8530562 4.2131295 9.5377695 0.00471900 0.00471900 0.01796300 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8.862947 9.984965 7.910012 7.281346 11.166487 13.622484 11.3470593 10.5742013 NA 8.3168820 7.0726793 10.1730465 10.0235190 11.7287901 9.3995881 9.9703943 7.2263448 10.3502784 7.4572553 9.9082658 9.9804014 7.1297425 6.3820810 8.2956656 7.4412428 14.0964219 8.6395122 11.9670430 4.9577985 9.3592539 12.0484408 15.4780294 12.4097037 13.3706595 10.8144185 -0.3660574 10.5172946 10.0229811 11.3003336 9.3160045 9.3273746 9.2614215 10.0999641 12.5076201 11.8317171 4.5880850 6.0002096 14.4836258 11.0588412 10.6604111 6.2705121 8.8794405 -0.3660574 11.2541075 -1.3662433 13.3061472 11.3282368 10.7593011 10.881815 10.355841 7.113668 5.076833 8.548273 9.454864 6.101493 13.310165 2.955815 12.893263 11.906226 9.387104 7.215239 9.950169 6.689171 -1.366243 10.056478 7.270512 9.962563 9.876466 11.177645 13.776553 10.700313 1.803806 9.632478 8.021905 9.479378 10.456458 9.712706 4.361810 10.949603 6.173045 6.421791 10.090755 5.320387 11.321045 11.337359 -1.366243 12.791787 12.782285 10.124237 10.212260 7.519584 10.360106 11.477612 10.898823 10.515212 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 1 2 5 2 3 4 1 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.1088058 10.4657324 9.1559316 7.5283455 10.1028158 1.9541591 10.5340124 8.6605304 10.1983516 1.1467855 5.2553270 9.5928522 7.1663931 8.2448347 11.5671578 7.0626819 11.7444212 13.1915810 9.8196701 11.6240551 10.3073045 15.6991041 -1.8530842 8.6416584 11.3963607 4.8747232 7.1691704 7.2074986 9.4905437 1.7317480 10.9497229 10.5062778 10.9956212 8.0907825 3.0536848 4.3366262 9.1816018 9.2637964 7.8455076 8.6917672 9.1788486 10.0063376 7.6265830 12.9257012 5.0893159 NA 2.6062290 10.0678998 8.2722164 8.9605838 10.8931071 0.1467855 -1.8530842 10.9743440 6.7242314 10.1603801 8.2644459 11.5605629 8.0416203 -0.2682954 5.2448338 2.0537022 9.7090452 7.2316110 9.4356688 4.0775421 11.5408634 8.5783002 7.9428423 11.2039484 9.8730209 3.5391216 7.0863815 6.7013910 9.4585510 2.3947336 NA 9.4269935 9.5918176 9.9075227 8.7924611 9.8165736 9.5551324 10.6361490 3.4687267 9.8214365 6.1911974 9.8815123 3.8472453 10.5564588 -0.2682954 NA 6.9701703 13.8799770 4.7166562 4.5730654 9.5185794 7.3683895 5.4596841 6.1240820 11.0073078 11.4530069 8.9215899 10.6607770 11.4074665 10.5751629 9.0187079 9.2793025 9.8156877 10.8734467 9.5399625 0.4687397 3.1468018 -1.8530842 NA 9.9513372 9.0210158 10.4740747 7.3828168 9.4238576 5.1009987 4.5043534 8.8532986 6.2500899 11.7535549 8.7888544 10.9577760 3.9541591 11.0891340 13.2757637 10.9052342 8.6133891 2.8990209 10.0121493 9.8507063 10.9637864 9.8036744 9.5938859 8.9125032 9.3129657 5.5043534 3.9016875 7.7670224 8.4379734 8.0804935 11.3920583 7.2086333 6.9064914 2.9541591 11.7285918 8.5466148 11.8022217 8.7061800 9.7425264 10.2540199 11.5964673 9.8232007 8.0626819 NA 9.0279168 7.5131251 9.9371512 8.1747085 10.3828169 8.9954257 7.9969897 10.6706097 9.4500128 3.8192288 8.0745809 2.2342560 5.7541339 5.1468018 2.7317698 10.8012150 6.2128922 7.3464747 11.2203101 5.8171039 -1.8530842 11.1958004 10.5090206 11.2088489 10.3565607 8.9891532 9.3536583 5.7770330 11.4919307 12.5685389 10.3614255 9.8870052 11.4872092 0.7317915 7.7906587 NA 9.9852188 8.7915605 9.2683364 9.1822893 14.2290350 13.5459805 2.7317698 11.1438058 10.5353582 -0.2682954 4.7166562 8.5307013 -1.8530842 NA 7.8050144 8.1482112 14.4981734 10.2670503 8.7147590 9.1918797 8.4687307 12.8508685 9.1205002 9.4695759 10.7793436 3.4687267 2.6062290 9.5561937 9.1432763 7.5959512 8.6306184 11.4866527 9.7359856 11.5095685 9.5243170 9.0664111 10.9071068 7.4955313 5.1436424 9.4112453 -0.00013862 -0.00013862 3.65690000 0.00374650 0.65424000 -0.00636680 0.31707000 -0.00813170 0.02862200 0.03002900 0.03002900 0.03002900 -0.00013862 -0.00013862 -0.00013862 0.00791750 -0.32426000 -0.32426000 -0.32426000 -0.32426000 -0.25866000 0.00374650 -0.00785400 -0.33479000 0.00013863 0.00013863 -0.01167000 -0.32890000 -0.02616700 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 0.000 0.000 0.000 0.000 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13.1129477 11.8274919 11.1940971 11.360970 9.854162 7.017167 6.658556 8.593886 9.525639 6.720449 13.416510 1.316725 13.165003 14.019478 8.852435 8.186860 10.130509 3.874718 NA 10.046160 7.761513 10.092612 9.759671 11.008471 13.144688 11.585595 2.394734 9.662503 8.065666 9.336627 10.947298 9.477720 4.124080 10.559108 6.023320 6.995426 10.474075 4.731764 11.392058 11.466475 NA 12.538919 13.050826 10.239890 10.670610 7.707135 10.594403 11.086749 10.252187 10.838714 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 1 2 3 1 2 3 2 3 NA NA 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 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11.3629809 11.5209572 3.0751218 10.0078216 8.7737036 9.9915913 10.9707404 9.6111676 9.3154290 4.4720068 7.6173727 9.2187531 13.6962202 8.1249489 5.4811084 NA NA 9.7916484 9.7541255 5.4720035 7.1905921 3.5944888 8.4338391 9.7189708 9.7545948 7.8459435 2.1682248 12.2452066 8.2910519 11.6703100 13.1535769 8.5776150 10.3837571 NA 7.9755792 11.6111676 3.9755752 12.4576666 10.7815532 8.3982443 NA 10.4613422 10.2693297 8.7247301 7.7588108 3.8686670 0.1682569 10.4388114 8.3788952 10.4518913 4.2767497 7.1682238 9.5208192 -0.2467378 9.4131826 8.1238741 3.0261981 12.0219186 13.9689723 9.8174803 11.5725674 8.8291113 14.8232935 NA 8.2221501 11.3439295 4.5776161 7.4513125 7.0042744 4.5944888 1.1681927 11.4179301 10.9907949 10.3468889 8.7333262 3.2126160 -0.2467378 9.4495746 9.0385887 8.1822444 9.6388830 9.6137563 10.7148774 7.3026508 13.4726467 3.3776791 NA 5.6996044 10.2218106 8.4536262 9.4466735 10.8441811 2.1682248 0.4901593 8.9731618 7.1311203 11.0394883 7.3873927 11.5252262 7.8876130 -1.8318715 2.8686670 NA 11.9382685 7.6680702 9.0615256 6.7718499 10.9001795 7.3873927 7.9528589 10.8262123 9.2329667 0.4901593 8.8308926 6.0262047 9.3970427 NA NA 8.0736109 9.8781694 9.7039854 8.5733654 11.4504438 9.3727952 10.2143249 -1.8318715 9.7208932 7.4765631 9.4244624 5.6028518 10.1720933 2.6917798 NA 6.6839238 13.3828847 0.1682569 7.6819517 13.2103109 7.7015539 5.2871657 6.2126180 11.2241843 11.5896315 10.4625576 10.8891096 11.7400964 10.7639478 8.4090154 9.8621465 10.7395027 10.4799724 9.4315578 4.9755797 0.1682569 NA NA 9.4042383 10.4021433 10.0870873 7.3481333 6.7745552 10.9749751 3.2556820 8.2343131 4.5605438 10.7349917 10.1347296 9.7131885 4.2343097 11.4158549 11.3395573 10.9981450 8.5821480 1.2073931 9.9800002 10.1494345 11.1180508 9.5136293 11.2465417 8.9355809 9.2884619 9.6839240 1.9755935 6.6111680 6.1905912 8.0630418 11.1611624 8.6746012 8.0017465 1.7531766 11.3973433 8.5202674 11.9916908 6.1569082 9.8250958 10.0649348 11.4524698 9.3287259 5.5860772 -0.8318715 7.2845678 8.1033891 10.1685762 9.9483537 10.6744771 8.5871309 7.8651913 10.5626868 8.9256141 -1.8318715 6.2180720 3.3776791 2.2556820 3.3381534 -0.2467378 10.9947725 5.1107391 5.5519282 9.5476025 5.8742019 -0.8318715 11.1311201 10.1947475 11.3340732 10.3632886 9.7447084 10.4898675 6.1776049 10.5457058 10.7051998 9.9544937 10.1372508 12.6788646 0.4901593 7.9231117 -0.2467378 10.1412039 9.3236747 8.2248617 9.3940341 14.1050460 14.1834213 NA 10.8703968 10.1565537 -0.8318715 5.0751133 9.3090986 1.6276535 0.9755568 8.5508480 8.4639931 15.2166790 10.5792053 9.4940917 8.8634522 9.1982014 11.1127532 8.7847729 9.4010766 10.9781931 1.6276535 2.8686670 9.4256118 10.0401293 7.6132392 3.9755752 11.8095985 10.3462664 10.9703365 9.8437402 7.6600772 10.5503077 6.7380801 3.8451689 8.9642637 0.00513590 0.00513590 0.00819590 0.00499690 0.01014600 0.00277450 -0.38627000 -0.00346270 -0.05293600 -0.05293600 -0.05293600 -0.05293600 -0.38100000 0.00513590 0.00513590 -0.00041585 -0.38481000 -0.38481000 -0.37930000 -0.37752000 -0.37752000 0.00499690 -0.00234660 -0.38627000 -0.00221680 -0.00221680 -0.00539340 0.00763920 -0.38369000 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 9.119509 11.656943 10.687615 10.196130 9.216711 11.012341 6.430319 4.297507 5.819275 6.885900 11.746833 8.344085 8.470863 7.102534 8.342088 9.298151 11.297024 6.001113 10.810953 5.929774 8.401844 9.350482 9.396363 8.118051 7.547603 10.991193 13.850862 9.9919893 10.7939329 NA 8.9939780 8.0246494 10.4443485 9.3230421 11.9559226 7.3506184 10.0600078 8.8291113 9.2309449 7.2923456 9.2497075 9.6064961 7.5965841 4.7829327 7.1340083 9.9963605 13.7783550 8.9683151 13.1643444 5.0670363 8.8790306 9.7189708 15.3508900 12.4512401 12.6649531 11.2682293 0.1682569 10.4458021 11.2655978 11.9909941 9.4072259 9.7131885 9.2194331 9.8547246 12.6183399 11.6033721 0.4901593 4.8120823 13.2903309 11.7529518 10.5296196 6.7569392 9.3721838 NA 11.4752825 NA 12.7922770 11.5713679 11.0632313 10.9168362 9.9915913 6.6028518 7.3179715 8.5519285 9.4125878 4.7829327 12.4962489 2.3381391 14.3182490 13.6007660 8.8944422 9.4834925 10.3779820 7.4350109 -0.2467378 9.1982014 6.9884029 9.8520959 9.8437049 10.5342730 13.6408515 8.6028521 1.1681927 10.2734779 7.6173727 8.9520408 11.1954390 9.7432906 5.0137124 10.9274881 6.3825428 7.7456528 10.0870873 3.0751218 11.1611624 11.5112710 NA 11.8094856 12.7683112 9.8551622 10.5626868 6.9297756 10.2013029 11.0298926 10.5302884 10.5993821 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 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11.6714493 14.1580726 9.7924528 10.8291147 10.8113889 15.7154915 NA 8.8189429 10.2882392 4.5124861 7.5736866 7.3443634 7.1815131 0.8686078 11.3674792 10.6403946 10.0914249 9.5914376 4.3497545 7.2232468 9.2334943 8.5457622 8.1693638 8.8459099 9.3416591 10.1928106 7.5363327 13.1443666 1.2836848 NA 4.4931221 10.1133903 7.9841074 9.0192235 10.4725653 5.0385547 -0.1313132 9.9845406 6.6235172 10.0638505 9.1118039 11.2671956 7.9075493 NA 4.1416453 -0.7164338 11.9518877 7.3225862 9.4039055 6.7594009 10.7237580 7.1291573 8.1149750 10.7634478 9.2017853 3.3711267 7.5220722 3.4535966 9.6301812 1.0909889 NA 8.8430445 9.8577879 10.7474473 8.6510822 10.3157133 9.6434170 10.2232467 4.3497545 10.1455298 6.9525526 9.4931636 3.9275267 10.4613985 4.6930576 NA 8.0764576 13.9102321 5.3060362 9.9070918 12.3682268 8.4397507 5.0385547 6.2378639 9.6262979 11.4844129 9.8639261 10.9518878 11.4326064 10.6608781 8.7533094 8.6179409 10.9259449 10.6210107 8.6809358 1.4535966 2.0910228 NA NA 9.5655976 9.6510822 10.4660619 7.5148884 10.1274512 12.6706078 6.6543553 9.4321441 5.7182959 11.5771392 10.3810413 9.9450003 6.9910263 11.2840197 12.2790814 10.5650180 8.5874483 5.2141676 9.9640270 10.1252319 11.3634856 9.3225864 11.3621519 9.4567199 8.9953344 9.3889214 5.6145832 7.0551566 7.9002165 8.9979131 11.6735677 11.3773987 8.1603686 3.5690657 11.6283795 9.2451172 11.9800918 8.1830244 9.8648682 10.2125560 12.1109110 9.3644851 6.3170906 -1.7164338 9.1670746 8.1212952 9.5805838 8.5679131 10.5448104 8.7482133 7.4510858 10.6633166 8.2666610 2.6055892 7.6695300 5.6587056 6.8759004 8.6178851 0.2836848 11.0236590 6.7954202 7.3711302 10.3353115 5.4293448 -1.7164338 10.9052615 10.3307914 11.3684759 9.9472256 9.8401735 9.6193761 6.5074284 11.1909338 10.8254901 10.6168228 10.0162590 11.8778755 4.1165561 7.4535925 0.6055892 10.3043003 10.1173483 8.6845470 9.0107370 13.5221096 15.4446911 1.4535966 11.5924332 10.1149747 -1.7164338 5.2494529 7.8497216 -0.1313132 NA 8.1663107 7.7573733 14.9705236 10.5067642 9.3624855 9.2751894 8.6510822 12.5547657 8.3816995 9.1490297 11.2580821 2.1905517 2.8072313 9.1361970 9.5954158 8.2407694 6.7795224 11.2868340 10.1474666 11.0594835 9.9084630 10.1540323 10.9398689 7.6078481 5.0554213 9.4206586 0.00041593 0.00041593 0.00444110 0.00277450 0.14206000 -0.00691950 -0.00013862 -0.00691950 0.00027728 0.00027728 0.00027728 0.00027728 0.00041593 0.00041593 0.00041593 0.00000000 -0.34021000 -0.34021000 0.00444110 0.00444110 0.00444110 0.00277450 -0.00221680 -0.00013862 0.00208050 0.00208050 -0.00691950 -0.00443120 0.00138680 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.142 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.142 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.973666 11.459841 11.372456 10.360817 10.994689 11.414238 5.483339 3.412944 7.514888 3.237870 13.264075 8.727129 9.122871 7.927163 8.361832 9.722459 12.216436 7.389576 11.436269 9.538696 9.119718 8.582990 9.439510 8.186042 7.688809 10.640395 13.251029 10.418415 10.766979 NA 9.125232 8.099051 10.592291 9.811633 11.802198 9.789975 9.688809 8.544528 9.748724 6.025135 6.208480 8.934719 7.889147 7.493121 9.251614 10.151332 13.270265 8.787493 12.255840 5.748010 10.282610 10.492816 15.442750 12.162485 14.077042 11.480116 3.371127 10.343688 11.237318 10.826216 9.508875 9.945000 9.317091 9.845433 10.632119 11.938191 3.984106 5.129159 14.219186 11.205137 9.712551 7.001515 9.352446 -1.716434 11.929776 -1.716434 12.755470 11.690667 11.522669 11.1480471 10.8274244 6.3060362 7.3895763 8.7705027 9.5451747 3.7099302 13.7098910 2.5315936 13.7093424 13.0771692 8.7162093 8.2856385 10.2302083 5.5782897 NA 10.1451422 9.3232721 9.8539977 9.9065887 10.8793912 11.5489895 11.0877985 0.2836848 10.4579690 7.9293259 8.9788958 11.6490331 9.8295973 2.8072313 9.9427715 8.8150489 9.0764578 10.4660619 7.5434108 11.6735677 11.1601845 1.8686473 13.2036481 12.6371590 10.4216193 10.6633166 7.5004133 10.5088750 10.1205068 10.5377040 11.2785177 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 1 5 2 1 1 1 1 2 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 7 0 0 0 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12.50611879 7.80020491 3.41246992 NA NA 9.74458614 9.68113403 5.21983065 7.48572387 5.14944229 8.34163490 9.40494122 8.94541516 8.18682291 3.75350827 11.40513013 10.05103162 8.78751442 11.13903378 8.91815423 11.21013653 NA 8.57972587 11.44332599 4.86313563 12.32925018 10.24409894 8.03891405 -0.49451552 10.63958066 10.45738632 8.98536466 7.51120867 8.32576327 -1.49451552 10.11707032 8.44516345 10.20385500 0.50558610 6.43632177 9.46848048 5.58239944 8.70280124 11.32915068 6.03696482 11.15340478 12.59875434 9.98687934 11.01139591 10.00043993 15.37488905 NA 8.83425929 10.64513574 4.06017712 7.72958608 7.18506472 9.19208490 2.34857237 11.16133870 10.34675560 9.96655217 10.53935155 1.09051473 3.41246992 9.50839934 9.79675510 8.55679342 9.38133378 9.61541501 10.38669834 7.42444766 13.28278832 -0.49451552 -0.49451552 5.37594995 10.11291472 7.87409057 9.06878070 10.76679788 4.73440073 NA 10.05921371 7.55815281 10.53315868 9.46848048 11.01362675 8.02718502 NA 7.60624678 1.31295554 11.28653420 7.29674739 9.90859648 3.26047737 11.20168256 8.33372069 7.70280089 10.83873972 9.07354044 2.59304297 7.74637592 4.98131839 9.10456730 -0.49451552 2.31292651 8.61541519 9.67738667 9.43484274 8.43336219 10.74369049 9.65723519 10.47676868 1.82749387 9.79905605 8.31454835 8.47999887 3.54997714 10.44699889 3.45978569 -1.49451552 7.04861656 13.35586891 4.99743694 9.54724352 11.90926222 9.05344291 4.71503672 6.40645164 10.72837930 11.32456593 10.05729267 10.60065166 11.64395059 10.71290379 8.66923410 9.46050771 10.26755113 10.62420108 9.09024636 5.61410909 4.50558610 0.50558610 NA 9.14582926 9.93237334 10.54621654 7.17092052 9.64117823 13.17607467 5.06017279 8.87299924 6.59834138 11.90793031 9.36589546 9.43188032 5.01337739 11.69726055 12.56052780 10.74518295 8.85541856 2.73285528 10.00692407 9.59701972 11.28694408 9.37054422 10.18814014 8.77119958 9.43484274 8.46268630 3.14943823 7.75824987 8.18154140 8.96706396 11.32056732 4.94021374 8.12926498 4.67551110 11.38688955 8.92764909 11.71579910 9.09054702 9.73199660 10.43225104 11.46250498 9.66671630 8.23520529 NA 9.45832561 7.71990351 9.94541530 8.65786934 10.56399225 8.85873106 7.81164635 10.76562185 8.47999887 2.50558610 8.77237099 4.33847433 3.47643354 3.63487202 2.09054860 10.94073372 5.69540927 7.06400547 10.41428471 5.55150679 -1.49451552 10.96655217 10.34281805 10.97115078 10.41247500 8.67300266 9.39657053 6.42265855 11.09523553 11.47046671 10.99367556 9.87518168 11.22796502 -0.49451552 7.78170854 -1.49451552 10.59801117 8.41996944 8.43927489 9.13857951 13.94349898 13.85973045 5.65533179 11.37054433 10.51506310 -0.49451552 5.27218000 9.01040334 0.09058248 -1.49451552 7.82525647 7.51681178 14.60977360 10.39318578 9.20428894 9.22924542 8.40946604 12.40153829 8.94125453 9.20236948 11.03501494 3.54997714 2.96500848 9.30081241 9.49284841 8.09429889 8.02325369 11.36239893 10.10642645 10.81960113 9.80708053 8.94437620 10.75706676 7.28694397 4.79504999 9.64896761 -0.00041585 -0.00041585 0.00152550 0.00680440 0.00583090 0.00444110 -0.49955000 -0.00110870 -0.02219500 -0.02219500 -0.02219500 -0.02916400 -0.01850900 -0.00041585 -0.00041585 0.00263570 -0.00083160 0.00152550 0.00152550 0.00152550 0.00152550 0.00680440 0.00152550 -0.49955000 0.00624810 0.00198480 0.00000000 0.00750000 -0.00243660 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -0.5 -0.5 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 -0.5 -0.5 0.0 0.0 0.0 0.0 11.319566 11.313543 11.151918 10.362010 10.446632 10.493204 6.858731 2.965008 7.465586 5.665455 13.648290 8.706520 9.211217 11.058366 8.244622 8.912852 11.901119 7.192085 10.749948 10.316558 8.930800 8.702076 9.604741 7.809365 7.931849 10.739803 12.093245 10.9362983 10.3678343 NA 9.0914859 7.4568694 10.2453650 9.7445861 11.2217608 9.0630480 9.6848715 7.7793799 9.9396913 6.7101562 7.9526679 9.6355114 5.4828644 7.6854938 9.3751783 9.1193738 13.1917019 8.1744693 12.2898103 6.1826705 10.2116486 10.4233294 14.8175632 12.5429598 12.9379305 11.2700413 -0.4945155 9.7427943 11.1992891 10.7535119 9.2943028 9.4318803 9.1503421 10.0118920 10.9531843 11.3977458 5.9149758 4.9318485 13.6943463 10.9578256 9.8509897 7.6036167 9.7356048 NA 11.5953659 NA 12.7424208 11.5730255 11.1633494 11.1057296 10.6293825 6.6245250 8.0867848 8.9021891 8.9782752 5.5279524 13.7183019 2.4124835 13.5039104 13.3603554 8.6036163 8.1793881 10.0971067 4.4363218 0.5055861 10.0486162 8.3016242 9.7752955 9.8865866 11.7133613 11.9743357 11.5976808 2.5930430 10.8738180 7.5027642 9.3502902 11.4817905 9.6842493 3.0905486 10.7122936 5.4828644 9.1138393 10.5462165 6.0905465 11.3205673 11.2959329 NA 12.5666180 12.4715490 10.2094880 10.7656218 7.5608670 10.5887312 10.1372162 9.9242381 10.9822496 TCGA-B8-5546 38 0 NA 505 kidney stage i t1b n0 m0 19-3-2015 female 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA 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9.268853313 -0.001443417 2.583519084 4.208009949 11.154324977 3.583519084 6.773344962 10.531994865 4.613266427 NA 10.918538594 10.755531228 11.151476618 10.731997108 10.997853381 10.170178954 6.261122696 8.890341806 8.056549932 11.122679318 10.548342696 11.533104111 5.390874006 7.692044936 -1.001443417 10.351153250 7.975838226 9.497407187 9.585397873 15.738206805 12.130254255 3.642412773 10.928186273 9.342853824 0.998556583 4.127839600 8.424822597 NA -1.001443417 7.453885449 8.872002235 15.521430689 9.808326160 9.332831211 9.359405205 10.185291359 11.231278731 8.635182655 9.075240062 11.324987532 -1.001443417 2.320484678 9.582581029 11.092305700 7.698997690 4.127839600 10.873155237 10.786460613 10.735805364 9.772521436 6.522120109 9.475304206 7.222945563 5.442661562 9.362692772 0.00097064 0.00097064 0.00000000 -0.00360110 -0.00063603 0.00353870 0.00208050 -0.00484610 -0.00083160 -0.00083160 -0.00083160 -0.00083160 0.00097064 0.00097064 0.00097064 0.00249690 0.00000000 0.00000000 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-1.001443 11.591249 NA 11.910512 11.293753 11.537474 10.9061998 10.9632599 4.2080099 9.0619530 8.7332676 7.8534262 3.5835191 13.1854399 1.5835191 14.5377168 14.4592379 7.9203987 7.1289738 11.4836326 0.9985566 -1.0014434 10.0853577 6.3648805 9.6709833 10.0177734 11.5184399 10.8838731 9.0111825 -1.0014434 9.7872764 8.1252626 9.3305945 11.5531469 10.0456820 4.9054472 9.0565497 4.8811996 9.0347316 10.2758454 5.8440491 11.3746834 10.4595258 1.1812298 12.7406569 12.6770481 10.8456153 10.6192361 7.8314479 10.9950315 8.6621161 11.5455802 9.3369379 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 1 4 2 2 1 2 3 NA NA 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 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7.7405654 9.0927511 11.4111908 3.4758631 NA 10.9197265 7.1472395 10.4537101 8.9617660 10.9857103 8.2908303 NA 5.9497940 0.3059122 11.8924641 6.4957623 8.9107992 3.2445370 10.7616067 6.7377827 7.9107992 10.8627623 9.4127180 2.4214253 8.4386509 3.0429069 9.6634891 -1.2789336 NA 8.2697962 9.4741912 10.6334896 8.6766243 10.6286163 9.7755788 10.2846475 -0.2791087 10.4825257 9.7646854 9.3512871 4.4497132 10.1170441 5.8084365 -0.2791087 6.4624417 13.7859698 2.1804025 7.6248561 13.5729675 8.9206467 3.9304251 6.8294995 10.8421842 11.5092850 9.8839951 10.8653141 11.3304141 10.7957850 8.4004547 8.2620713 8.9970990 10.6524507 8.6676470 2.8908941 NA 0.7209788 NA 9.4932891 9.8858815 9.8643576 7.6097180 9.4070810 10.6248564 0.7209788 8.1946800 7.9712728 11.5738941 10.5166083 9.6678808 5.7653677 11.3326910 13.0715684 10.7388269 8.7749004 4.5925707 9.5162025 10.1587266 11.5582082 9.4833565 10.7332498 9.7322017 9.5735040 8.6968226 1.7209788 9.2366744 6.2755640 7.9058497 10.9270731 10.6630015 8.1932794 1.0429244 11.4375797 8.8681793 11.8227861 8.6127583 9.3012330 10.2547909 11.8579656 9.6554026 7.1556025 NA 9.1367164 8.0916618 9.3916307 9.1197183 10.7165580 9.1356598 8.5506972 10.3356843 8.2870285 -0.2791087 6.9877608 2.8084468 6.1132921 4.1804025 -1.2789336 10.9224858 5.1132921 5.5153908 10.5431271 6.0872973 NA 10.8047862 10.5475230 10.9818940 9.7384789 9.1956945 9.4573764 6.6206333 10.5174198 11.6066709 10.3800784 9.6494930 11.5812856 -0.2791087 7.4488952 -0.2791087 9.7742216 9.4022129 8.8057829 8.6838705 14.1980054 14.8653739 4.6982518 11.6901811 9.7619491 NA 5.3327366 8.0108319 0.3059122 NA 7.9545942 7.8163712 14.5231122 9.9058808 9.2237964 8.4352202 7.8983940 11.8742099 8.1783556 9.2081614 11.1443531 3.4758631 1.0429244 9.4144614 9.4957615 7.8137318 6.7816705 11.5449387 10.2726827 10.8031235 9.5866614 8.0981853 10.3319993 7.3503310 5.0325858 9.5750636 -0.26786000 -0.26786000 0.11896000 -0.25085000 0.15794000 0.09806100 -0.27959000 -0.27660000 -0.14457000 -0.14457000 -0.14457000 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10.5805093 10.4313505 NA 8.4725186 8.0674881 10.0462800 9.9425616 12.0188938 8.3208872 9.7461140 7.8340134 9.9107991 6.6278651 6.0338568 9.3585051 5.3356833 6.0429026 9.2562500 9.6210866 13.3607674 8.0563646 13.2987574 5.8635916 7.7816705 10.5105081 15.2532543 11.7337736 13.8404426 11.2032783 0.3059122 10.2717213 11.3675332 10.6199537 9.1824539 9.6678808 9.5435454 9.5656802 10.8011258 11.4175074 5.4214152 4.9497917 14.6166068 11.0055095 9.7564609 6.0363055 9.1035986 -1.2789336 11.6487524 NA 12.4491076 11.4076917 10.9757079 11.1143649 9.9322545 6.7762567 6.9304275 8.5648956 9.0258962 6.4144620 13.0595584 2.5283213 14.1664097 13.1969612 8.3264542 9.0514545 10.0178907 4.5283275 0.3059122 9.4030913 8.5186358 10.0462800 10.0207550 10.8968359 11.8669067 9.5178253 1.3059122 9.9533955 7.5882529 9.0840140 11.6561396 9.3208874 3.1132838 10.0752239 8.0040631 9.2088145 9.8643576 5.4758631 10.9270731 10.9154236 NA 12.7469792 12.3300378 10.2347021 10.3356843 7.7870635 9.9895166 10.5847736 10.3034600 11.5164014 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 2 2 3 1 3 5 1 1 2 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 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 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9.96274898 10.52750408 9.02817295 8.11630393 7.76740850 2.49891461 10.01103181 9.01676818 10.97059514 NA 5.79437687 9.95984114 5.10557751 8.78768124 10.57864715 4.03948937 12.65697987 10.64265095 9.76825910 11.17005887 9.76058740 14.88781781 -0.96044044 8.03384198 11.75909103 3.94637529 7.44036756 7.37487864 9.58155293 2.27369491 11.16812709 11.13686208 10.27310800 8.87553865 4.97022786 3.49891461 9.27430570 9.09069732 8.12695118 8.11362966 9.38156285 10.15453195 6.61691783 13.88404695 4.20941437 NA 3.89747279 10.28266231 7.95835145 9.50096772 11.41561370 -0.96044044 NA 10.86603678 7.95237783 10.58975890 8.49686935 11.77123157 8.17391444 -0.96044044 5.46575249 NA 11.23362950 7.46994050 9.22807720 4.16877038 10.16102176 8.95835145 8.11630393 10.68289357 8.82739098 2.03948937 7.11630341 5.16877038 8.35916050 NA NA 8.36591777 9.97096449 10.43180575 8.42103138 10.04651562 9.43716302 10.03171857 4.59407673 10.09137694 4.87238062 9.33994373 3.90441666 10.29274483 3.03948937 NA 6.58638346 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11.06428166 10.20187960 9.28741573 8.94824106 6.75345879 10.90599449 11.44569329 10.16166917 9.67792414 11.99858465 0.03941918 8.24894179 NA 9.90522151 8.95536773 9.29215365 9.20313801 13.59814816 13.44429724 2.36140343 10.49327335 10.45205814 1.03948937 4.12694808 8.51522162 1.03948937 NA 7.42319240 8.04230343 13.71014453 10.67929931 8.23916076 8.51319423 9.10826647 12.03260358 8.04511310 8.99081677 11.98913265 1.36143150 3.20940657 10.21566149 8.95536773 7.07840703 6.72598922 11.68041104 9.07840729 11.32633477 10.01175014 8.22188288 10.43876618 6.95876845 4.41034789 10.40471710 0.0000000 -0.0022168 -0.0167040 -0.0314960 0.7585300 0.7571900 -0.0103700 -0.3905700 0.0438650 0.0438650 0.0438650 0.0438650 -0.3321400 0.0116790 -0.0022168 0.3751200 -0.0031859 -0.3918500 -0.0167040 -0.0167040 -0.0167040 -0.0314960 -0.0162880 -0.0103700 0.0146090 -0.7540000 -0.3905700 -0.0237030 -0.3852600 -0.391 -0.391 0.000 0.000 0.000 0.000 0.000 -0.385 0.000 0.000 0.000 0.000 0.000 -0.371 -0.371 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.346 0.346 0.000 0.000 0.000 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 -0.391 -0.391 0.000 0.000 0.000 0.000 0.000 -0.385 0.000 0.000 0.000 0.000 0.000 -0.371 -0.371 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.346 0.346 0.000 0.000 0.000 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 10.205023 11.944123 10.947881 10.067394 10.092735 11.291858 5.872378 2.498915 7.897469 3.563048 13.424137 8.824908 12.986212 8.271406 8.021854 8.595994 10.406357 6.334109 11.201565 10.361980 8.045113 8.924132 9.680646 6.987855 5.884979 10.837555 11.963558 10.405264 10.092735 NA 8.405810 8.383784 9.909082 10.607919 12.063935 8.743392 9.689642 7.774198 10.444630 7.979067 8.181596 9.402528 5.061854 8.005273 9.039488 9.989315 12.293631 7.859667 13.712466 5.125676 9.697700 10.800208 15.974538 12.047567 14.021412 11.379338 1.039489 10.491730 9.962073 10.274306 9.265901 8.722483 9.758877 9.956860 10.487605 11.365356 6.774198 6.126950 13.571779 11.333535 9.444630 7.050716 11.322866 NA 10.946379 NA 12.452190 11.460719 10.403076 10.51370125 9.41669874 6.55518883 4.99368342 8.55518806 8.82248639 4.32488979 13.08992621 2.62445187 13.90367443 13.59275759 7.96430101 8.08191372 10.29923161 3.56304828 0.03941918 9.66154012 7.55518806 9.76740867 9.48450311 10.73035932 11.57670669 11.35407154 -0.96044044 10.27070950 7.18414637 9.05350889 11.02069880 9.43609311 1.62442848 10.12628799 6.28741504 7.04511310 9.80932617 5.83390461 10.60363775 11.21877542 NA 12.10994469 12.86544084 9.88105261 10.15842931 7.51926826 10.61927562 10.38655598 9.47619980 10.98147852 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 4 3 3 4 3 1 4 2 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 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0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.109764e-06 4.508417e-07 NA 11.9614901 10.4578866 9.9690788 3.5714827 10.4034027 8.2513565 0.8710551 3.6376450 5.3788410 7.7227959 8.5818532 5.5292587 6.7102499 11.1941015 13.1177874 7.9181709 10.9638039 11.5794841 2.6784100 10.7555989 8.3628998 10.3950987 10.6532259 9.9154408 9.6342591 6.5898878 7.0559223 9.0003299 14.5034741 8.6680109 4.2973088 NA -1.1291027 9.9743346 9.3366132 3.5714827 7.4597611 4.4857553 11.5643159 9.8899424 9.7336841 10.8161248 4.4857553 13.3556809 9.0054730 9.6491239 13.1828660 6.1189743 10.7208428 3.3304724 9.9431794 11.0774507 5.7658636 13.7152622 11.4832242 8.4256355 2.0409625 10.3355414 11.0559005 9.9527966 7.8194140 6.0409713 5.0409713 10.9485301 9.4513053 10.6678975 1.1929516 6.8597311 10.1957899 3.6259367 9.4034028 8.4024284 1.1929516 12.2514537 10.9229354 10.2324423 11.3373782 9.0998654 15.7198042 2.0409625 7.6125140 8.1237122 4.7536901 6.6057565 7.6392314 6.9531954 1.8710551 11.2258471 11.4555396 9.9236148 9.0296563 2.9585086 2.8710551 9.6767907 9.4265946 8.1142207 8.4728175 10.0986627 10.1489153 7.2064371 14.0729792 4.2973088 -1.1291027 5.8822738 10.6964031 9.6049096 8.8597314 11.4623353 1.1929516 NA 7.8368312 7.5749507 12.0567368 7.4294678 11.2836166 8.5870086 -1.1291027 6.8654005 1.4560176 9.0384650 7.9017141 9.6888299 5.5989666 10.7643483 11.2164520 7.6392314 11.9330929 9.9893390 -0.1289449 7.2973116 6.7102499 9.0719455 1.4560176 1.4560176 8.7988246 10.0169789 9.4653713 8.8425905 10.0658036 9.5212009 10.5844333 2.3304724 10.1016677 7.2846751 9.0003942 4.5434711 10.4508341 -0.1289449 NA 6.6392307 13.4649047 5.9154420 6.3467796 9.3618977 9.2920595 4.5714887 6.1094525 10.5951343 10.8622142 9.8885512 10.1088543 11.5788286 10.6920235 8.6991834 10.8168564 7.0157050 11.0710258 9.4517858 0.4559650 5.4409024 -1.1291027 NA 9.8780741 8.6392311 10.0596357 7.6259345 8.2194653 4.0409713 1.1929516 7.7628305 4.6784044 11.8071325 8.4802255 8.9571830 5.8252438 10.8941081 12.0290252 11.6564992 8.7973428 3.1128836 10.1390038 10.4361488 11.1878940 9.4092356 9.6991832 8.4672367 10.6662748 10.6217537 4.7779352 7.5955604 7.1702546 7.3867463 10.3467802 4.7497702 7.4186740 2.4560176 11.4456403 7.9099657 11.8942814 7.7536901 10.2809680 9.7884188 11.4299457 10.0086783 7.9072206 NA 8.6670863 7.8281485 10.8999889 7.7165369 10.9133388 9.1248942 8.7383254 10.4418512 9.9756455 -1.1291027 6.4857569 5.9044696 3.4957335 0.8710551 2.1929832 10.0670340 2.3304724 6.8822738 10.9799175 7.0824482 -0.1289449 11.2571787 10.3253460 11.2047612 11.2310708 9.2318939 10.1935383 5.9300134 11.3059356 10.0688778 10.2867885 10.0670340 11.7790640 2.8710551 9.0359538 -1.1291027 10.6104055 9.0041890 9.4237160 9.6023658 12.1382724 11.0484663 2.7779352 8.3119158 10.7460281 -1.1291027 4.1929753 6.0509565 3.2633650 NA 7.3827995 8.8682262 14.1340225 9.9141151 8.6441858 8.6622098 9.6687083 10.6569079 9.2384616 9.5178935 10.2120096 5.4857553 3.2633650 9.6350890 8.8120945 7.4709598 5.0003291 11.6101945 10.2783146 10.7824388 9.6387181 5.9263292 10.2466293 6.3222581 4.2973088 9.7141827 0.255660 0.255660 0.150910 -0.024102 0.147670 0.000000 0.140500 -0.060549 0.025037 0.025037 0.025037 0.025037 -0.161090 0.266630 0.258320 0.121430 -0.184150 -0.184150 -0.184150 -0.184150 0.150910 -0.024102 -0.074310 -0.324900 -0.136330 -0.136330 -0.062228 -0.039463 -0.149590 0.000 0.000 0.000 0.000 0.175 0.175 0.000 -0.154 0.000 -0.103 -0.103 0.133 0.133 0.000 0.000 0.000 0.000 0.240 0.240 0.165 0.165 0.000 0.000 0.163 0.163 -0.033 0.151 0.000 0.000 0.138 0.138 0.000 0.000 0.000 0.000 -0.184 0.141 -0.136 -0.136 0.000 0.000 0.000 0.000 0.000 0.000 0.175 0.175 0.000 -0.154 0.000 -0.103 -0.103 0.133 0.133 0.000 0.000 0.000 0.000 0.240 0.240 0.165 0.165 0.000 0.000 0.163 0.163 -0.033 0.151 0.000 0.000 0.138 0.138 0.000 0.000 0.000 0.000 -0.184 0.141 -0.136 -0.136 0.000 0.000 8.771914 11.999363 10.792516 10.828874 9.545239 10.074395 5.598967 5.297312 8.224194 8.831049 12.879125 9.742405 9.130790 9.797254 7.806094 7.463504 9.704728 4.753690 10.260678 10.995814 7.786926 8.773889 9.565004 6.192975 6.514903 11.172543 12.082175 10.4536592 10.2957379 4.8017847 9.4217937 7.0950488 10.1742567 10.2713925 11.0419107 6.7658649 10.5753828 8.0872592 9.8150267 7.9208953 10.8299619 11.3406886 6.9951679 6.2019631 7.4967555 7.2329907 13.3417057 9.4246761 13.9182985 7.7998314 12.2727263 11.4246761 15.4218386 12.8514542 13.0678794 11.2902170 4.0805042 11.4716566 8.7628305 11.6850283 9.0321786 8.9571830 8.4160113 11.1307900 12.4601127 11.7387116 4.9154396 7.0804999 13.8300417 11.2106184 10.8201439 7.8258829 9.4371008 -0.1289449 10.9890145 NA 13.4706691 12.0574504 10.2633642 11.1941015 10.3950987 7.4967555 7.0359538 8.0054730 9.1759684 7.4179411 12.4925195 0.8710551 13.5022807 13.3518370 8.6425362 7.7204515 9.8468947 7.4140789 2.4560176 9.0974591 5.6524062 9.9030925 9.3253462 10.9987188 13.5520106 8.7196698 0.8710551 9.9030925 6.9743343 9.3837872 11.4816103 9.3698959 4.0409713 11.2241936 3.6783987 5.9899882 10.0596357 1.1929516 10.3467802 11.3904373 -1.1291027 11.8373720 13.1943831 10.0583989 10.4418512 7.2460860 11.4569482 12.1231208 11.0445740 11.5473918 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 1 1 6 2 1 1 1 1 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.09508049 11.72551278 9.76383082 4.96954654 11.56056790 9.00196771 11.15797270 -1.65972260 8.17149658 11.50006093 4.60697515 11.51042763 10.28013603 7.82198886 1.34016344 10.55964859 10.01379456 8.85968821 7.91194199 7.06470397 -0.07491205 10.23235293 8.57620391 10.17307957 1.14756721 7.27976842 9.13785109 1.79962614 9.24407146 10.39513297 6.39003823 11.21857201 15.24962566 10.01394038 10.94728868 11.14694060 15.59151480 -1.65972260 8.79243080 9.57799711 4.51011377 7.39275789 7.51511555 7.85982609 1.29254619 11.29765445 10.46301760 9.99034383 10.62530273 1.79962614 2.24707683 9.31245144 8.91004514 7.61398537 9.59048806 9.67110651 9.94936830 7.39275789 13.14023000 0.34016344 -0.65972260 6.36255756 10.32425200 7.71956816 8.74639474 10.51261712 2.72768089 0.66211433 10.25233038 7.56660208 10.23593141 8.74533113 11.03607035 7.95673856 NA 5.41700521 -1.65972260 11.59580834 8.04236253 9.57799711 6.77898124 10.21555496 6.92515206 8.22588608 11.34686628 9.82903388 3.19816409 6.60228465 4.98404698 9.57261042 1.14756721 -1.65972260 8.97045681 9.63710574 9.88177029 8.61165266 10.57440828 9.68170840 10.49120614 4.27092507 9.63939769 8.02843986 8.99489732 4.34222049 10.41566868 2.51012643 -1.65972260 7.86375141 13.39932276 5.21055251 11.55769296 12.18685527 8.73572355 5.59757885 6.48993625 10.41500006 11.07193290 9.88997419 11.06512972 11.62033398 10.66408874 9.31746960 9.59462767 9.62616970 10.30885640 9.09238611 2.58810895 2.73250800 NA NA 9.40358473 10.29147429 10.48548489 7.62559196 10.24650144 9.87449253 5.66211718 8.79346025 6.80779539 11.87485724 9.26722678 9.49500774 6.03367628 11.46139928 12.20427897 10.85687453 8.65607514 3.86155842 9.98133823 9.89141721 10.81996988 9.34931839 10.56930880 9.18411066 9.13704031 9.24030169 2.14753465 8.04582190 7.81794808 8.71305480 11.23879098 9.48315170 7.71472908 4.86375017 11.37653491 9.28197082 11.86705556 8.99124122 9.80677596 10.38321687 11.66239944 9.58514790 7.12154906 -1.65972260 9.03454753 7.99840088 9.70978689 8.49753652 10.47737923 8.92890413 7.86178978 10.75830576 7.96224130 1.92516393 8.46689422 5.52009847 3.98404243 4.68003736 1.92516393 10.58157693 6.37361341 6.86766670 10.44834813 5.64533852 1.14756721 10.97182136 10.16435274 10.99011936 10.13053813 8.51136643 9.27158465 5.99030822 11.05786599 11.75659131 10.66858401 9.90290898 12.38090739 NA 7.81794808 0.66211433 10.11703382 8.76959622 8.79551696 9.49690470 13.28297896 15.22247440 NA 11.65179599 9.89621659 2.14753465 6.48224488 8.12077856 -0.07491205 -0.07491205 8.05957863 7.84798438 14.43655473 10.29549437 8.83804129 9.54047525 8.70760416 12.67054629 8.77690113 9.00881768 10.92820145 0.92516393 1.92516393 9.07320488 10.07701422 8.62327796 7.14754482 11.42881223 10.27498621 10.77090344 9.74000147 9.07150849 10.77194837 7.35420970 5.11457942 9.52568445 0.00000000 0.00000000 0.01014600 0.00263570 0.39463000 -0.00273780 -0.00124730 -0.00249380 -0.00429290 -0.00429290 -0.00429290 -0.00429290 0.00000000 0.00000000 0.00000000 -0.01326400 -0.39896000 -0.39896000 -0.39397000 -0.39397000 0.01014600 0.00263570 0.00221930 -0.00124730 0.00152550 0.00152550 -0.00249380 0.00069327 0.00013863 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.187638 11.308856 10.236522 10.145127 10.797827 11.272035 4.040629 2.147535 7.216706 4.643972 13.405564 8.378066 5.578595 9.164082 8.434610 9.426989 11.584999 8.126459 11.159371 9.488666 9.023184 8.341513 9.362148 8.295840 7.497537 10.683931 12.982805 10.6365323 10.5969880 -0.6597226 8.8627712 7.5666021 10.2093978 10.1531691 11.5944801 9.9903438 9.8817703 7.9307764 10.1699124 6.5785946 8.5593580 9.5032102 6.2167071 6.5447605 8.8067758 9.3451122 13.1494050 9.3988578 12.2399241 6.0147347 10.8954977 11.2768275 15.4411496 12.1913530 13.3345872 11.5233597 1.7996261 10.1075464 11.1776204 10.7471918 9.3153210 9.4950077 8.9677234 9.9745470 11.1305381 11.6047759 4.8947790 5.5101138 13.7138205 11.0378088 10.0231842 7.3030857 8.9567386 NA 11.4862809 NA 12.6484575 11.6860896 11.2342494 11.1858756 10.3743007 6.2709269 6.7706428 8.7716872 9.2144024 5.6889189 13.6515498 1.7996261 13.2253139 12.7236239 8.7831331 8.4725609 9.9057677 4.9984031 -0.6597226 9.9512143 8.9307767 9.6063904 9.9302526 11.3393088 12.1037132 11.4913647 0.6621143 9.6473904 7.5101146 8.8676667 11.8344202 10.1643527 3.2943855 10.2319733 7.8420266 8.4873947 10.4854849 7.4276523 11.2387910 11.1587717 NA 12.6730653 12.3638573 10.1321664 10.7583058 7.4694725 10.5557226 10.7567233 10.7193649 11.2435913 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 1 1 3 2 2 3 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.248485e-06 2.427609e-07 -1.4227525 11.6863777 10.6671448 8.8857025 5.2355739 9.6852343 7.1913741 NA 0.4412710 3.6648241 8.3652660 9.6871940 5.3975429 6.0692167 11.0505617 11.9700832 11.0636956 10.8751394 11.8770006 2.0367846 10.6575146 9.0099053 10.1632647 10.7916825 8.3372517 7.9739682 5.2212198 8.6858876 8.8546509 11.9116366 7.7405600 6.4228536 NA -0.4225591 10.0777073 9.3895406 5.4477280 7.6380594 3.4353486 8.2121744 9.3129192 9.2194149 7.2391412 2.3847130 11.5833387 9.5445895 6.2916091 11.8226189 7.2067204 11.8679582 -1.4227525 7.9502281 11.0960165 1.7473015 12.1321919 10.0459873 7.7989506 NA 10.2161974 10.6552639 9.3254471 7.8157682 4.4600086 0.1623390 9.6734195 8.1547923 10.4706649 2.2778063 6.6595122 9.5250002 -0.4225591 9.8828552 10.0223782 5.3587233 12.4964650 13.2318315 9.7671878 11.3139766 10.3086824 16.1684692 NA 8.2248217 10.6585138 4.3322496 6.8811446 7.5198776 6.5603573 0.8992530 11.5110540 11.1538476 11.2319993 10.2621119 2.4842413 5.8252921 9.7547828 8.3879350 7.9610676 8.9283025 9.5969540 10.3209354 6.8534880 13.5873231 0.1623390 NA 5.5198784 10.3987387 8.0910910 8.8834250 10.4220691 3.6217589 0.1623390 10.1043515 6.0611800 10.4783621 8.3847181 11.4080766 8.2103587 NA 3.5773684 -1.4227525 12.2212195 7.8300290 8.9867542 2.1623390 10.2480196 8.2337884 8.0752149 11.4053014 9.4438695 3.2212120 8.3554405 3.8252870 9.4149913 0.1623390 NA 8.3766451 9.8725582 10.0311484 8.7497907 10.5264605 9.8300287 9.9222141 1.8992917 9.7124312 7.2916091 9.6094504 4.3587198 10.5077310 3.7868159 0.1623390 7.7497910 13.3472012 2.8992917 10.3384990 13.4707122 8.8476587 3.8992917 5.8902473 9.3855231 11.3794757 10.5748957 10.7656431 11.1544168 10.5952156 8.5731306 7.9718257 11.2911794 10.7098630 9.0249011 4.3322496 0.5773442 1.1623390 -1.4227525 9.4699061 10.1048404 9.7745800 7.2847223 8.6834421 10.2997440 2.4842413 8.1184599 5.2212198 12.4830324 9.5431477 9.4661067 5.3188302 11.2913941 12.0374352 11.2728091 8.1883881 3.5714948 10.0905974 10.0083386 11.2155729 9.2355749 11.2758510 9.1038627 9.5674673 10.2738963 3.6217589 7.9653809 7.0811894 8.3001709 11.2473556 10.5545752 8.5466634 3.1009272 11.4021232 8.6121623 11.8858446 8.6621717 9.4220692 9.7213841 11.5885905 9.6898029 6.4538797 0.5773442 8.0851580 7.4291121 10.0891160 8.7634776 10.9708450 8.8097842 7.8300290 10.2225714 9.2139880 1.3847130 6.3847181 4.7868159 1.5773442 4.6858897 0.8992530 10.8754259 6.8581340 5.9696801 9.7021308 5.4600053 NA 11.4444489 10.3652659 11.2299843 10.2497886 9.3967441 9.5841662 7.1358221 10.7162750 11.3135538 10.6862144 10.0099052 12.3116496 -1.4227525 7.7143547 -1.4227525 10.2466913 9.9904623 8.9425922 9.7825457 13.0584690 15.2888555 1.3847130 11.4054998 9.5184110 0.1623390 3.3215241 7.5228075 0.5773442 -1.4227525 8.0099053 8.0851580 14.5953461 10.5966066 8.8719841 8.4736956 8.7770356 11.7992525 8.1319521 9.0661877 11.1620910 0.8992530 3.2778063 9.4999477 9.7053576 7.6568481 4.9524035 11.7236138 9.2933254 10.9040737 9.3806872 7.7397550 10.3343365 6.9260920 4.5908236 9.5969540 0.04982400 0.04982400 -0.00097017 -0.00539920 0.42016000 0.07067300 -0.00207840 -0.00761010 -0.01725400 -0.01725400 -0.01725400 -0.01725400 0.04982400 0.04982400 0.04982400 0.00000000 -0.44221000 -0.44113000 -0.00097017 -0.00097017 -0.00097017 -0.00539920 0.00000000 -0.04462800 0.00097064 0.00097064 -0.00761010 0.00180300 -0.43732000 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 10.615939 11.695169 12.086767 10.092077 10.276502 11.607858 6.242700 1.747301 7.069217 4.934917 12.293647 8.703823 9.460770 7.201355 8.059384 9.791682 11.836665 6.921659 10.600425 7.791683 7.876572 8.629347 9.499792 7.855813 7.158564 11.031663 14.167863 10.3895406 10.2963242 NA 8.4102533 7.8300290 10.3533850 9.7745800 12.0768355 8.8534877 9.6634996 8.3554405 9.7770356 6.6380594 8.6740785 9.2829957 5.5773624 5.4842542 8.7721202 10.5290123 13.6028490 8.4827503 12.9427972 6.4476040 9.7892516 10.7938061 15.6471277 12.0308912 13.4462341 11.1740190 1.3847130 10.9313371 11.1055732 11.1876961 8.9878145 9.4661067 9.0672111 10.2288635 11.2610159 11.7400646 5.6107857 5.4353452 13.4525837 11.4475353 9.6045782 7.4538805 9.3061342 NA 11.2340116 -0.4225591 12.7718124 11.6088871 11.0408877 11.050562 10.163265 6.701485 7.934915 8.962147 9.612162 5.654178 13.122683 2.577368 14.088127 13.301238 8.306984 8.451361 10.361180 6.403912 -1.422752 9.253320 7.752289 9.614224 9.543869 10.773965 12.216365 10.315878 1.747301 10.372185 8.499204 9.029604 11.839164 9.510316 4.003629 10.136740 4.554644 8.791683 9.774580 5.100927 11.247356 11.342649 NA 12.658264 12.823362 10.372185 10.222571 7.496227 10.594868 11.571717 10.802770 11.365164 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 1 3 NA 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.03689011 11.28006984 10.05648653 8.50857087 NA 10.01988938 9.37212982 NA 2.35881821 5.99109323 8.71285299 8.50450122 3.94379008 8.67352038 10.57702391 11.89526543 9.57217117 11.56778984 11.47412774 4.73733524 9.89020544 8.33610393 10.14411292 10.31534534 9.39664545 9.15063811 6.94378657 7.85067693 9.05370410 12.54889551 8.58317305 6.26571443 NA NA 10.18027904 10.17516765 6.22672045 8.21182163 4.84425005 9.02558061 9.50450142 11.05021850 3.73734065 1.62185261 11.57896041 8.80838537 10.61903787 11.32633842 4.20682292 9.50653768 0.03689011 8.71637604 10.89565397 4.79178282 11.71505582 10.48913707 8.30368259 NA 10.66245859 10.40390645 8.75799496 8.39883944 5.24635108 NA 9.86026309 8.76481620 10.18791234 3.35881821 8.74770225 9.65711565 2.03689011 11.26631554 6.81825494 1.62185261 9.68401236 8.45052381 10.02273773 10.41193526 8.44203738 15.20740776 0.03689011 8.21680502 10.64330110 5.99109323 7.74425530 7.85707467 5.46316141 2.62185261 11.37563225 11.44522559 10.01846310 8.82153070 4.03689890 2.03689011 9.53275079 8.86026294 7.99689769 8.59531642 10.43028632 10.37228623 6.62185847 13.49247993 2.03689011 0.03689011 4.49632812 10.19802777 7.56045818 9.32229796 10.55456525 2.03689011 NA 9.54270747 8.54469055 10.13653299 6.91953912 10.24513017 8.04252013 NA 3.03689011 0.03689011 11.12103989 8.88238597 10.43457048 6.37674532 9.94228283 8.19676735 7.61432483 10.81579435 8.59148457 1.62185261 8.83455732 4.79178282 8.47152403 NA NA 8.35882392 9.81825558 10.12833117 8.18155432 11.59579482 9.33381213 10.27530055 3.94379008 9.67714086 8.69867411 9.33381213 4.35882524 10.01846310 4.73733524 0.03689011 8.39444769 13.28630563 3.73734065 4.12436122 12.33753441 9.37228613 3.73734065 7.18664317 9.81661523 10.81989407 10.47983936 11.19297892 11.03758601 10.59913830 9.90108199 8.91953882 8.47152403 10.37228623 8.89633755 3.20681511 2.35881821 NA NA 10.74511756 12.41519070 9.29192443 7.41193547 7.82290410 8.82153070 1.62185261 8.48810685 5.86978506 11.88238589 10.09488751 8.36332529 6.03689670 11.12899226 11.67306730 10.56632637 8.60051173 2.65747995 10.27887895 9.62373557 11.34580362 9.07855487 10.17388697 9.66442968 9.49016656 10.22424797 1.62185261 8.42060030 7.04812282 6.68075193 10.71197079 6.64836333 8.68186983 2.35881821 10.60959606 8.45896062 10.91418000 8.05926387 9.98818051 9.48604459 11.91264519 9.83293541 6.01417673 1.03689011 8.19171414 6.46316141 10.84586001 9.03124934 10.54369925 9.05370410 7.29428347 10.20054555 8.12965292 NA 5.86978506 1.03689011 5.24635108 3.62185261 2.03689011 10.65160569 3.94379008 5.35882524 9.18664292 6.39444726 1.03689011 11.19487428 9.70932114 10.91647911 11.97610772 9.34977881 9.30133843 6.43007113 9.55062348 9.94378642 10.64052215 10.46839342 12.46813225 3.35881821 8.43777537 NA 10.03124934 9.56241664 8.77836268 9.89020544 11.15193947 12.68097744 NA 10.13097359 9.80010814 NA 2.62185261 8.23656820 2.03689011 NA 6.73733524 8.61432483 14.61691881 11.04041378 7.65894764 9.60104536 10.53474769 10.70400736 8.77160534 8.71528457 10.79428589 2.84424503 3.20681511 9.32460812 9.71108806 7.10298455 3.73734065 11.36500975 9.80010814 10.51667609 9.70400736 6.01417673 10.56534993 6.89487717 4.62965387 10.18155407 0.0041632 0.0041632 0.0083351 0.0016266 0.0044411 -0.0039265 -0.0090041 -0.0016629 -0.4348500 -0.4348500 -0.4348500 0.5983600 -0.0023478 -0.0023478 0.0041632 -0.0138540 -0.6207300 -0.6012900 -0.6074000 -0.5984700 -0.5984700 0.0016266 0.0015946 -0.0034627 -0.0127130 -0.0152650 -0.0016629 0.0016642 -0.6051600 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 8.102985 11.391696 11.264512 9.823165 7.901082 9.251215 2.844245 4.124361 8.036896 5.894876 12.066873 8.524053 7.536741 9.343778 8.089953 8.925639 10.991819 5.394449 10.365571 7.709321 7.463161 8.880911 9.133822 6.246349 6.680752 10.540722 12.572900 9.63494842 10.15842931 NA 7.52874868 6.77836235 9.64607461 10.95799293 10.44416357 7.12435916 9.92411652 6.51262986 9.27051563 7.61432483 9.12965292 9.41843875 7.04812282 6.22672045 7.79844718 8.79844718 13.15567474 10.23656820 12.58258435 8.10325423 10.14149461 9.80010814 16.07478593 11.15713374 12.31708664 10.49735170 1.03689011 11.54072156 7.87609943 11.37507512 10.14280436 8.36332529 9.16101722 9.61243507 11.97316571 11.28185424 1.62185261 7.39444812 13.34037695 10.92182948 9.80010814 7.77836301 8.66625241 0.03689011 11.47828385 0.03689011 12.22177119 11.31034762 10.82968611 10.57702391 10.14411292 6.70932097 6.46316141 9.24146698 9.46316059 6.96763321 11.89715646 3.20681511 14.03328106 12.58499526 8.80838537 9.10806309 10.29192443 5.94378539 NA 8.86661872 6.39444726 8.65528134 10.02273773 11.58523613 12.09319487 9.08946399 0.03689011 9.76821493 6.75114099 8.93171349 11.36276344 9.66807284 4.62185847 10.23165272 3.62185261 8.62935298 9.29192443 3.62185261 10.71197079 11.49325028 NA 11.97132390 11.79969312 10.38008156 10.20054555 6.18664317 10.18027904 10.56632637 12.43874599 9.16949839 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 2 NA 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.7243522 11.7211323 10.6795559 7.9183749 -0.8921782 9.6323449 10.4725125 2.5672290 2.7688618 4.1521996 9.2124020 6.4915068 2.8082409 6.0964875 10.0378013 11.6671804 9.5361635 10.4631544 11.4540400 3.1078050 6.8891632 9.5946383 10.6556618 10.4331087 7.3318046 7.2163278 4.9657843 6.6155973 9.0964880 11.7764667 7.7151335 -0.8921782 -0.8921782 NA 8.8340216 10.4719379 6.0735868 7.8891632 1.1078218 8.9766260 8.9980677 9.6372338 5.7516592 0.1078218 9.8817666 7.1301710 7.6469619 11.4029982 6.1738930 8.3342156 6.2370856 9.8948896 10.3792664 2.6927619 10.3545438 10.5584991 9.0503178 NA 10.8563358 9.9343518 7.9311707 8.8357239 1.1078218 6.7077167 9.2163278 7.6662240 9.8151625 3.0146945 5.8357245 10.5246008 6.0964875 9.2600882 9.8940729 3.1078050 9.8858640 9.8151625 9.9038428 11.2221963 9.1162319 14.2207314 3.1078050 8.8710156 8.7677991 4.7516619 7.7114295 6.8559959 1.4297499 1.9151767 10.3716593 11.0154451 9.1480929 9.5011937 7.7552615 5.5340678 9.2383739 9.1232184 9.9548606 11.1463794 9.1232184 11.0270391 6.5256555 13.9362373 5.7943041 8.3438173 1.9151767 10.1078033 7.1190303 10.0598164 10.8108417 -0.8921782 NA 6.0619986 7.7978016 9.3975685 11.6318552 12.3177135 9.2045183 -0.8921782 9.2524615 -0.8921782 9.7969277 8.0444411 10.3698982 5.2163268 11.5256558 7.8825905 8.3628319 10.5820162 8.1549274 0.1078218 8.5044083 4.0620008 8.7132827 0.1078218 1.6927843 9.1398491 11.1846189 10.2877124 7.9470068 10.6652670 8.7766883 9.6927658 0.1078218 9.9881521 7.2215456 9.6432440 3.0146945 10.7744711 3.4297365 1.4297499 NA 13.0334504 -0.8921782 12.7968185 11.8776411 10.2032003 8.3000963 7.1357093 8.1273939 10.9082988 8.8168870 11.3315034 11.5990777 10.1056884 6.8082435 12.0160082 7.9626716 10.3305982 10.4187341 6.8559959 4.3172534 1.1078218 NA 10.8543176 10.0281561 9.8056396 7.6195561 7.0083076 8.4184160 2.9151576 8.7784596 1.1078218 11.8832078 11.8123554 8.4342329 3.9657843 10.8004188 10.6391848 10.3099272 8.1078035 1.6111724 10.5065470 9.6918262 12.5424315 9.5743895 10.7095741 8.4387203 9.1162319 10.7316848 -0.8921782 6.0146945 8.6076492 5.4115856 11.3120688 3.2180062 8.8891793 1.4297499 10.4012749 8.5956431 11.0587236 6.8357233 9.5641577 10.3342155 10.6435646 10.6546978 3.9657843 -0.8921782 6.0619986 5.8082435 10.7735833 9.2789800 10.9350031 9.7011943 6.9657843 10.3815989 3.8082409 2.8082409 5.2976280 2.4297231 NA 3.5672290 -0.8921782 11.1277415 4.8626894 5.6313662 7.0086706 7.0503178 NA 10.9835527 9.3943611 10.8639426 10.8280475 10.9375260 8.5835368 6.5371687 8.4719381 7.8626907 10.7850825 10.2664129 10.4942047 -0.8921782 8.1657949 NA 10.0750296 7.6585500 9.5108154 9.1092114 8.4364784 10.9139501 0.1078218 8.0706995 9.5044081 0.1078218 2.4297231 8.8391222 -0.8921782 NA 6.8825905 9.0385407 12.4519605 10.2645753 7.7298552 9.0370618 10.2499103 11.1816102 9.5621025 9.5728289 12.6913562 -0.8921782 2.2777170 9.4675528 8.8875225 6.4024237 4.7516619 11.0041357 10.5108153 11.1374356 7.9438534 10.3390244 8.7114295 7.9087030 4.8040742 10.7588550 0.00062624 0.00062624 -0.02951400 -0.00531300 0.00256860 0.30530000 0.00520770 0.00048757 0.01635800 0.01635800 0.01635800 0.01635800 0.00062624 0.00062624 0.00062624 0.00381830 -0.02951400 -0.02951400 -0.02951400 -0.02951400 -0.02951400 -0.00531300 0.00187470 0.00018375 -0.00740060 -0.00740060 -0.00214530 0.00229100 -0.00698630 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 7.583536 11.543734 1.915177 9.271453 7.008671 9.975854 2.277717 2.277717 7.163086 2.915158 9.667180 7.003287 2.107788 7.887227 8.349072 7.852637 8.143977 4.152200 10.422386 2.808241 8.942274 9.805249 9.547728 7.882590 8.996547 11.161050 10.972376 8.3318051 10.5759182 -0.8921782 8.7766883 7.5129451 9.8593473 12.1659642 10.4319838 6.4741261 6.6313648 7.0734722 8.0146939 6.8626907 6.2676744 9.1007417 3.4297365 4.3557281 8.0503178 9.5507468 12.3240945 8.0056487 7.4871816 3.7993360 3.6927619 5.3366226 12.1550976 10.9418792 12.6633511 10.2914387 0.6927843 11.3022524 11.3372230 11.9915921 9.7713614 8.4342329 8.7995468 9.8030316 9.5076153 11.3754678 4.5672351 6.5256555 11.6980488 12.5999068 9.5733696 3.6939664 10.0079153 NA 10.4240848 NA 11.5577257 11.0832393 10.7435214 10.0378013 10.6556618 4.4297298 9.2939176 9.3757604 5.9657843 2.5672290 12.3093116 1.6927843 13.5541758 12.2487928 8.8908014 8.0715954 11.5068141 3.8626894 NA 8.5548866 4.6927675 9.1521974 9.8243484 11.0292723 9.8416661 7.9470068 NA 9.6652670 8.5956431 9.5330192 11.3016366 9.6937047 1.6927843 9.2537355 2.9151576 9.3305983 9.8056396 0.6927843 11.3120688 10.5398231 -0.8921782 11.8603930 12.2249593 12.0045141 10.3815989 8.8391222 11.2202428 8.3025603 11.7902427 7.5352419 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 1 1 NA 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1.3745666 10.4926496 9.6319615 9.4116629 10.1624762 10.3489882 7.7647714 NA 3.3576365 6.6475923 8.7262492 9.7797151 5.2490433 8.6097900 11.0244286 11.4956754 7.9794355 10.9880562 12.9224321 4.2490433 8.6097900 8.8230341 10.2325546 10.5047151 8.3969417 8.1205282 7.2408219 9.0351639 9.6193340 13.5940074 7.7196387 7.2325543 0.7896041 NA 10.0587378 10.1646505 5.8770743 8.1070240 4.8340032 8.6661281 9.5953550 10.9111446 8.6413603 1.3745666 10.9701419 10.4189677 4.7896093 9.8863262 3.2490357 10.8482794 NA 8.3820680 11.5077159 4.4900502 12.3983280 9.5021382 8.3556652 NA 10.1944866 11.2174949 8.7379784 8.0375387 6.3131733 0.7896041 9.4935146 8.5378039 9.3229408 3.7896145 6.6844288 9.1776283 6.4620360 10.5553116 9.1227664 7.4969704 11.5851598 14.7813101 10.0099895 10.0375386 9.5494994 15.8587462 NA 8.3365057 9.4280471 4.6965002 8.0703818 8.3248866 8.2814641 3.0436070 11.1499095 11.0399095 10.8147507 8.1819284 2.1115322 2.7896041 9.6537972 8.9240375 7.8394595 9.0842320 10.0493544 10.2744341 6.9794355 12.8020611 7.4334669 NA 7.5175316 10.2469921 7.9137326 9.1537458 10.4289519 2.1115322 NA 9.0422766 8.3783256 10.3958220 7.6351014 9.6645925 7.9794355 NA 9.5226264 2.3745666 10.9437964 8.2653445 10.0657356 2.1115322 11.2889588 8.2325548 6.8770743 11.9185721 10.3726939 2.9595291 7.1205282 3.1115322 9.2490428 2.5969590 NA 8.0375387 8.5643984 10.2095713 8.3858007 11.3185535 9.7782958 10.2954227 0.7896041 10.1537458 9.6033923 8.4081433 2.9817979 9.7452610 1.3745666 -0.2103959 8.4189679 14.0597604 8.2074634 5.3131733 9.5742459 8.2814641 4.5444978 8.1559334 10.2459656 11.1592085 9.0399096 10.9266022 11.3104900 10.8408201 10.1294612 8.6382342 7.9291625 10.7683216 8.5785576 7.3053112 1.7896041 0.7896041 NA 10.0268211 10.8387790 9.5209302 7.9595360 9.8350569 7.8340051 5.6722528 9.9819040 8.8008384 12.6131774 9.0184297 8.9843680 6.5709714 11.7973392 12.4219248 10.6335322 9.0587378 3.0451109 9.1581176 10.3518536 11.2273632 8.9941823 10.2346260 9.2633169 9.2954227 7.2158756 2.1115322 9.3518536 7.3365057 8.2974056 11.1765514 11.5679717 7.5388772 3.8770767 10.8942099 8.8394595 10.7582779 9.6382341 9.9670307 9.9682760 12.3656230 9.1405504 8.8955195 NA 9.0446397 7.1383394 9.7910193 8.7203486 10.5800818 8.4935148 8.2325548 10.4298561 7.3131733 2.3745666 11.0819328 3.7896145 2.9595291 3.8770767 2.3745666 10.6280273 5.1819294 6.0184294 9.9342694 7.9865822 -0.2103959 10.7488886 10.5064306 10.9763444 11.9620386 8.4513892 9.8607516 6.0264858 10.4531693 11.4734830 10.2521134 10.0842319 12.0211324 NA 8.8448937 1.7896041 9.5872727 8.9744866 8.9393582 9.1227664 13.2196716 14.0840883 6.1115384 11.9920411 9.3783259 NA 4.1819294 7.4043207 2.7896041 NA 7.5511622 7.9843678 16.4376176 10.7152175 9.2158759 10.0922500 9.7233017 11.2889588 7.7839647 9.3238361 10.8482794 4.7896093 4.4334669 9.0911074 9.5511624 7.4334669 9.2714105 10.8543539 9.8064194 10.9406277 9.7726047 8.5072876 11.2784555 7.1115395 5.2464157 9.7262492 0.00000000 0.00000000 0.02310100 0.01992300 0.01614600 0.00708260 0.01349200 -0.00013862 -0.01958900 -0.01958900 -0.01958900 -0.01958900 -0.01805000 0.00000000 0.00000000 -0.72279000 -0.70487000 -0.70487000 -0.70487000 -0.70487000 -0.70487000 0.01992300 0.01195800 -0.00193990 -0.00304750 -0.00304750 -0.00013862 0.00026916 0.00000000 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 9.429856 11.887972 10.881046 10.222153 9.764026 11.484404 4.181929 2.596959 8.051706 3.959538 12.266104 8.616890 9.532762 10.523372 8.644853 8.590511 10.649146 6.111538 9.894210 9.881046 8.720349 8.907280 9.313663 7.749613 7.056398 11.498695 14.748390 10.561101 10.445142 NA 8.836735 7.584027 10.014819 10.141655 11.002715 8.444247 9.336506 6.708474 9.630389 6.622501 8.305311 8.792426 4.433467 5.374574 9.147163 8.496970 13.945931 9.257217 12.547418 8.039388 11.396941 10.782549 15.523606 12.087960 13.658048 10.781133 2.596959 11.187286 9.140550 11.304325 9.160299 8.984368 9.376451 9.772605 10.469091 11.313658 5.344200 6.313173 14.272820 10.574246 9.699504 6.743807 9.496970 NA 11.274937 NA 12.319286 11.863729 11.159208 11.0244286 10.2325546 6.4478222 5.5444978 8.8902734 9.0933919 6.1990029 12.5077009 3.9595383 13.9436381 13.4431280 8.9085523 8.4645449 9.3442000 6.3442000 -0.2103959 9.0280160 7.4043207 9.2074637 10.4442471 10.9843680 10.8823682 11.0575682 NA 10.1743949 8.1559334 8.8092019 11.6315685 10.6288150 3.4900566 9.7039963 9.0726994 7.7726049 9.5209302 4.4900502 11.1765514 10.9941823 0.7896041 13.2738047 11.3470749 9.8810465 10.4298561 7.4334669 9.9380877 11.2252814 11.5455043 10.3624061 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 1 2 NA 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.0662763 11.7289665 9.4375642 9.1049153 5.7019233 10.2494542 9.3569385 NA 4.2785647 5.8995237 8.3579047 7.2956826 3.8406244 8.3746079 10.8402534 12.3213521 9.6123387 11.4165465 11.4243388 3.8406244 10.0513816 7.7539174 10.3282012 10.8499913 9.7729423 10.0732899 6.3515912 8.6428225 8.8864797 14.0736496 8.6948409 7.3641907 NA NA 10.1042896 9.9863065 6.3515912 8.0936098 4.3260555 8.9740282 9.7035764 10.9031251 5.7281545 2.6341750 12.4907235 8.5739834 12.5798472 12.6565461 2.5187114 9.5073858 NA 8.7618750 10.7819703 4.3260555 12.6598503 11.0015090 7.3515912 -1.0661253 10.8907463 10.4353121 8.4690137 7.8995231 -0.0662763 1.2556820 10.2863338 8.8421313 9.9657843 -0.0662763 8.8511106 9.8791824 0.9337237 11.1294183 6.2466209 2.5187114 9.8621904 8.5576199 9.8413804 11.5062019 8.3174429 15.7169798 -0.0662763 7.7854878 9.4315904 5.4094724 7.7854878 8.0212015 3.7410894 2.2382366 11.2113166 11.4288440 10.1864040 9.3600034 1.7411002 2.5187114 9.5901633 8.7491219 8.5429173 8.4592595 10.4180579 10.6599567 6.9671617 13.4183727 2.9337426 0.5187365 1.7411002 10.4285941 6.5775950 9.3109490 10.8769860 NA NA 7.0317701 7.8010170 11.5265062 6.5410687 10.6017371 8.4997925 -0.0662763 0.9337237 NA 10.9421672 8.6096955 9.8828358 5.5484490 9.9767659 7.8436315 7.7854878 10.9145922 8.6514148 0.5187365 7.5703635 7.0158878 8.5703631 1.2556820 NA 8.0936098 8.9903763 10.0771217 7.9561066 11.3279333 9.4592595 10.5699100 1.5186862 10.1431919 9.6919617 9.6437700 4.6886280 9.9103027 5.1235627 -1.0661253 8.7650457 13.8249527 -1.0661253 4.0212043 12.2918403 9.6298367 5.3766828 7.1721434 9.8864797 10.6798329 9.2624134 10.8056438 11.3798785 10.8428816 9.6684482 9.5874794 7.5187011 10.8428816 9.6763090 3.9781315 3.0211954 -1.0661253 -0.0662763 10.6110178 11.3774592 9.2295074 8.0264958 8.7633820 12.4252159 3.4573054 9.2890896 3.8406244 11.9856272 9.8041033 8.5937343 5.8041026 11.2899154 12.3971352 11.1709485 9.2879880 1.6140502 9.8102554 9.5410689 11.7314001 8.8511106 9.6176104 9.8002447 10.0655955 9.5874794 0.5187365 7.9998275 6.3766828 7.7475197 10.6777314 5.8163821 8.9889667 1.7411002 10.8604052 8.2306546 10.8159995 8.9138782 10.0038595 10.0409557 11.7378696 9.8488709 6.4728971 -1.0661253 7.9252607 6.6616584 11.1071034 9.1673582 10.7326031 9.1733371 7.3260564 10.3071475 7.6718312 -0.0662763 4.5484490 -0.0662763 1.7411002 3.3260627 NA 10.2735885 4.2556669 5.6061638 9.3174429 7.1417291 -1.0661253 10.9650952 10.3425990 11.0623774 11.7721546 7.5261956 9.5392181 6.4257513 9.2780345 9.2590441 10.9167321 10.3772001 11.5007439 -0.0662763 8.7932733 0.9337237 10.2573564 8.8850234 9.1321835 9.9512429 12.0307831 11.0983313 0.9337237 8.3324824 9.9153058 0.5187365 1.5186862 8.0264958 0.9337237 -1.0661253 6.9835876 8.1529069 14.3039151 10.2758299 8.0860231 9.6149770 10.7220490 9.3473665 8.4573004 9.0594621 10.6709859 3.5186988 3.0211954 9.9554126 9.3152816 7.3297865 1.7411002 11.2266353 9.6785723 11.2755353 9.7598659 7.7634614 10.2116071 7.4959813 3.9041276 10.4830419 0.00083195 0.00083195 0.49787000 0.00917050 0.48837000 -0.00112760 -0.00810190 0.00249690 -0.03122300 -0.03122300 -0.03122300 -0.03122300 0.00083195 0.00083195 0.00083195 -0.49913000 -0.50584000 -0.50194000 -0.50194000 -0.50194000 -0.00104830 0.00917050 -0.50079000 -0.00055444 -0.00456950 -0.00456950 0.00249690 0.00917050 -0.49673000 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 7.852602 11.718373 10.303881 10.195833 8.093610 11.388552 4.715097 3.518699 7.781485 8.186404 11.533187 9.424239 6.457300 6.466056 8.101483 8.474835 10.951591 3.933743 9.503594 7.376682 7.721641 9.247857 9.774973 6.753917 6.219141 10.809488 11.736861 9.3335505 10.1846290 -1.0661253 7.3766820 6.5919501 9.7760889 11.0145561 10.8217207 6.6752062 9.8784505 7.4013438 9.5802972 8.4395500 9.5205784 9.6488425 7.6237367 -0.0662763 7.6785727 8.3196008 13.0579407 9.4114968 13.0926638 6.8335783 10.6211142 10.3006071 15.3150956 11.4528834 13.5124061 10.7277482 0.9337237 11.7222530 6.3431289 11.1331042 8.8496181 8.5937343 9.1383097 9.9512429 12.7091431 11.5217481 2.1036655 6.5990738 13.5149421 11.2638151 10.9805216 7.6272252 9.3982843 NA 10.9298589 -1.0661253 12.5725138 11.3393720 10.5937344 10.8402534 10.3282012 7.0212010 6.2466209 9.4023626 9.1553257 7.6514148 12.0128566 2.1036655 13.0701690 12.1097558 8.1334109 8.8120348 9.6350449 6.1721434 -1.0661253 8.4474660 5.3431306 9.0923483 9.2577727 11.5724007 12.9691391 9.0092178 0.9337237 9.4165465 8.1958333 9.1733371 10.3276652 9.7901641 5.1625565 10.6123387 3.2556669 5.9449662 9.2295074 -0.0662763 10.6777314 11.5380601 NA 12.3206788 12.3001974 10.4355758 10.3071475 7.3808221 11.0581830 11.1343307 12.6198998 10.4949024 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 1 1 NA NA 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.8145140 10.3483677 10.1359029 7.2912554 -0.8147677 10.1138655 8.1129915 -0.2297207 1.3162616 5.7399372 8.1057001 10.7808376 6.3146295 8.3414303 10.8628465 11.7752322 10.3960184 11.0047278 11.9524969 3.0433270 10.7903635 9.5952683 10.2591539 10.2328118 8.3664993 8.2754597 6.4753654 8.9675263 8.7824685 10.5151433 8.2540583 6.5207381 NA -1.8145140 10.2684939 10.0530119 5.6199764 7.6365579 3.4332800 8.4117593 9.5301978 10.3401651 5.7322421 2.1853591 10.5995037 9.0549410 8.6631055 10.3893067 5.1853472 10.3458487 -0.2297207 8.2714831 11.2122163 1.9926959 10.5843579 10.4962438 7.8292033 -0.8147677 10.5317694 10.7973816 8.9194894 8.3477383 5.0055257 0.7702793 10.1782854 8.6272537 10.7353723 -1.8145140 6.6851931 9.7010468 2.1853591 10.3944957 9.2628303 5.3947988 11.0994088 13.2142891 9.9830085 10.8714098 10.1550933 16.2991655 -1.8145140 8.6053073 10.0782693 4.9402325 7.4891278 8.3016910 7.2514360 2.3552700 11.3657224 11.3086602 9.8413248 9.5565792 4.1160819 5.8648275 9.8160693 8.6911586 8.6661373 9.4123613 10.1023461 10.4874147 7.4237521 13.2438462 1.9926959 NA 4.6610826 10.3990588 7.7852602 9.0718058 10.5343517 0.7702793 NA 9.3874709 7.9551849 10.7568224 7.1071878 10.9927019 8.5505760 -0.8147677 2.3552700 NA 11.5830217 8.6042537 9.8023553 2.2727996 9.6406742 8.7059658 8.0229747 11.7757002 9.7866535 5.3248970 7.3602730 3.5776584 9.3016910 NA NA 8.6580379 9.7035084 9.8827491 8.7759342 10.4695928 9.7447242 10.1601201 2.0922413 9.8381920 8.8237831 9.5610273 4.0433270 10.2104866 4.9667073 -0.2297207 8.5830218 13.4900549 3.5429019 9.5862266 12.9735046 9.3527651 1.6447792 7.1012267 10.5467426 10.8271730 9.6772001 10.7721868 11.2075120 10.8323557 9.6089883 6.9166665 10.9322812 10.9799659 9.1262259 4.5776645 1.5072619 0.5073126 -0.8147677 9.4620531 10.6537165 9.6272537 7.9862471 9.5835029 12.2689095 6.2351948 9.2521091 6.3652568 12.0417726 10.3046125 8.9175144 5.1395432 11.4372732 12.2369808 11.5253362 9.0702806 3.8824572 10.3226584 9.8346031 11.9202683 9.2833792 10.1683407 9.0656959 9.0997323 9.6741914 3.3948022 5.9535307 6.2021552 8.5603863 10.6844455 9.5014985 9.2819173 3.3146240 11.9479367 9.0610963 11.1140505 8.9318615 10.3577745 10.3239388 11.5848920 9.5840908 7.7206225 0.5073126 8.3016910 7.3146304 9.8457888 8.8978742 10.8937477 8.9410693 8.4189666 10.2038950 8.3726992 3.2297417 7.4521333 3.0922413 1.9926959 4.4332733 1.6447792 10.6995679 6.0308370 6.7589947 10.0293702 5.7666985 0.1853591 11.2370658 10.5268659 11.0744707 11.8514601 8.3960186 9.1860444 6.3403166 10.6721820 11.5299204 10.6534620 9.8909794 11.6952457 NA 8.3325518 -0.8147677 9.9878634 8.7235360 9.0300527 9.6980875 14.1519426 13.8040480 1.6447792 11.3447454 10.1496879 -0.8147677 3.3552700 9.7035084 1.1853591 -0.8147677 6.8292026 7.8961538 13.8137071 11.1061223 8.1071878 9.6585455 10.4811160 11.2733071 8.8506829 9.0487280 10.8513490 1.6447792 3.9927050 10.2856809 9.9703908 7.6365579 4.1160819 11.4747896 9.7172158 10.9761028 9.9409607 8.5862266 10.4776686 7.4686208 5.4311850 10.1558125 -0.071587 -0.071587 0.033992 -0.064005 0.495990 0.024568 -0.078791 -0.075326 -0.022587 -0.022587 -0.022587 -0.022587 -0.082336 -0.064892 -0.071587 0.022044 -0.477530 -0.477530 -0.477530 -0.477530 -0.477530 -0.059519 -0.066769 -0.102950 -0.077859 -0.077859 -0.075326 0.024007 -0.072146 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.504 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 0.000 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 0.504 0.504 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.852237 11.492975 11.630879 10.125293 10.111272 11.887844 4.724508 1.992696 7.953333 4.814704 12.231021 8.699292 12.059752 8.465468 8.301340 8.602145 10.755677 6.803732 10.360273 8.981387 8.651934 8.797377 9.696946 7.699075 7.207715 10.985236 12.923492 9.837296 10.091486 NA 8.995115 7.121985 9.869657 10.641958 11.044105 8.897014 9.268826 7.283379 9.511777 6.669163 6.896153 9.446267 6.355272 5.442735 9.740895 9.262163 12.401790 9.887520 12.368595 6.771962 9.890979 10.778972 15.637097 11.079596 13.017001 10.808085 1.885770 11.391140 9.750925 10.072187 8.925971 8.917514 9.096739 10.079407 10.740655 11.382404 3.966707 6.037097 13.593893 11.111087 9.481116 7.005526 10.443030 NA 11.056675 NA 12.472987 11.452526 10.940861 10.8628465 10.2591539 5.5776645 8.0039294 8.8935688 9.1380882 7.2132530 13.1847931 2.4332800 14.3955808 12.2494161 8.6241389 8.7688810 10.3354116 9.7177030 -0.8147677 8.7561516 8.6901660 9.2860095 9.9480820 11.1904452 11.5150033 10.8078565 2.5072872 9.3274541 8.1071878 9.0363151 11.2021554 9.8560032 2.2727996 9.9368911 5.8292026 8.3764063 9.6272537 5.0922370 10.6844455 10.8972291 NA 12.6147538 12.7525902 10.5765906 10.2038950 7.7010472 10.1489656 10.0805436 11.4161721 10.7618904 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 NA NA 3 4 3 1 4 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.6833908 10.8542319 10.0410420 9.4902053 NA 11.1838069 7.6820634 0.3164933 3.6492361 5.3609226 8.9182989 8.9711641 3.9603820 7.7963083 10.2648954 12.3432244 11.1339115 10.7012956 11.8118835 5.5833145 11.1287054 6.7759592 10.0324900 10.1991711 9.2648953 9.5100534 6.9014908 7.4509547 8.9783063 15.3723189 9.2613865 7.1745093 NA NA 10.0571521 9.9339955 6.0307731 7.8749488 3.9603820 8.9257069 9.0995264 10.5591068 8.4458111 0.9014945 11.9201545 9.0714157 10.8816302 11.2909427 6.3826171 10.2428241 0.3164933 8.9800862 10.5727368 5.0169687 12.6337994 10.6850346 7.1807138 -0.6833908 9.9061793 11.1480571 9.4281334 8.0376271 4.2234225 2.1238979 9.5938156 8.0913153 10.7511563 2.3165223 6.8322280 10.2226670 2.3165223 10.5119003 9.1383020 2.6384678 10.1079514 11.8156265 9.9257068 10.2895079 9.2880717 15.9965579 3.3165223 7.9603843 10.1930450 4.8083799 7.3772244 8.3416678 6.9164408 3.2050327 10.8430274 11.8585927 10.5561267 7.3986770 3.8400906 2.4864570 9.8153774 9.1141897 8.6042404 8.9977666 10.2619720 10.1133788 6.1238834 13.3559613 4.2234225 NA 5.1238814 10.1737316 6.6563777 8.4250526 11.7589533 0.9014945 NA 9.7312133 9.1206591 10.8342959 7.8123833 11.1149999 8.3772240 0.3164933 4.8400906 NA 10.7385929 8.3361187 9.5608920 4.3165295 10.4217819 9.1682772 7.7216693 10.8430274 8.0880175 1.6384446 7.8825819 3.8400906 8.9440619 3.0169598 NA 9.3485739 9.3151185 10.3478847 8.2619717 10.0030286 9.5100534 10.0444486 4.1745103 9.5879910 9.0813998 9.2076891 3.3165223 9.9117856 6.5926529 0.9014945 6.1238834 13.8646878 4.6384562 9.9005511 11.9038368 10.3650150 4.9889528 7.2294178 10.1149999 9.8720758 10.0021530 10.5567232 11.1649280 11.1907410 9.3731658 9.3513271 6.7759592 11.2052714 9.9132956 -0.6833908 4.5259811 0.3164933 NA 10.9999614 11.0187008 8.4039911 8.2794239 8.6865397 8.6652563 4.0714195 8.7490699 10.8629403 12.0365586 9.1254923 7.8322280 5.4864537 10.6685715 13.5157403 12.8608889 9.4738750 2.7824924 10.7158060 9.6248671 12.8490058 8.9621866 8.7922616 10.4935676 9.8083812 11.2765300 2.4864570 8.4611864 7.2823128 7.6828507 10.2189032 4.6870439 7.3051561 3.5644513 11.3976786 7.8361646 10.7922615 9.1238829 10.0647209 9.3636521 11.2468958 10.6452030 8.6429575 0.3164933 7.0512372 6.4560800 10.8158757 8.7023905 11.6285318 9.4119251 8.2765302 9.5620808 9.0047783 -0.6833908 6.0030287 1.6384446 5.7064394 2.1238979 0.3164933 10.1807143 3.0169598 7.6157363 10.4315718 7.3243966 NA 11.1783905 10.1752862 10.5038802 11.7774959 7.9818641 8.5308472 6.8854719 9.5809708 10.7007723 10.9085179 9.3826173 11.5420368 0.9014945 8.9201545 NA 9.7333257 8.1367072 9.9449736 9.9880691 11.8128826 12.6450628 3.1238814 9.4026644 9.5715566 NA 3.1238814 8.7850709 2.7759566 1.9014945 5.7594728 7.2353910 14.2608284 10.8357221 6.8479092 9.1430765 10.0384817 10.3214508 8.2590427 9.4426647 10.6652562 3.1238814 2.6384678 10.7947922 8.9942476 6.8634231 8.0546206 11.5026423 8.8083812 10.9349136 9.4237452 8.2443063 9.8223396 5.9603843 3.9603820 11.9736232 -0.012096 -0.012096 0.297370 -0.041230 0.583440 0.612440 0.298910 -0.010028 0.091857 0.100090 0.100090 0.100090 0.018870 -0.012096 -0.012096 0.248860 -0.359940 -0.358120 -0.358120 -0.358120 0.311530 -0.041230 -0.040959 -0.375670 -0.042588 -0.042588 -0.010028 -0.050576 -0.355050 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 9.969364 12.280688 11.720073 10.236136 8.682850 11.359555 3.564451 6.071415 9.168277 7.211346 12.031847 9.486027 12.324256 9.779960 7.250160 7.967580 10.702930 5.545348 9.918299 11.080985 7.316528 8.723817 10.442774 6.647445 6.629411 11.980086 11.788457 9.9349136 9.6674673 NA 8.2938082 6.0978889 8.8459585 11.3866490 12.1880484 7.7511564 9.3826173 5.9458839 9.7820945 7.0444488 9.7922616 10.2283321 5.7259183 5.1238814 8.1270998 8.5644555 13.0313102 9.4927012 13.0329189 7.0162746 11.8373923 11.0776637 15.9198357 10.9192270 13.1317112 10.5192641 2.4864570 11.9305477 8.7656766 11.2765300 8.2938082 7.8322280 9.3853063 10.0622024 10.7018513 11.0324901 7.1494179 6.9960079 13.9323095 10.5943966 10.1915095 7.0512372 8.9995226 1.3165513 10.0187008 -0.6833908 12.5535886 10.6546350 10.0238873 10.2648954 10.0324900 5.9458839 6.9603843 9.4224365 9.1961113 8.9783063 11.6251231 2.7759566 13.0665023 12.6203088 9.5856548 8.4986741 10.0630425 5.6915677 -0.6833908 8.3471953 7.9924852 9.4066406 9.2158851 11.4586352 11.7757036 9.5112850 1.9014945 8.7385929 7.8787707 8.7259190 10.6440808 9.5284164 3.0169598 9.7687694 7.7385929 6.0579961 8.4039911 3.4864570 10.2189032 10.6937386 NA 12.4708716 13.3832900 10.4059785 9.5620808 7.7922613 11.2520615 10.5423381 11.6768402 8.8638468 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 1 1 NA NA 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.4027787 9.7329872 9.9836793 7.0730115 -0.4027787 10.7136218 7.7801690 -1.4027787 1.3087686 5.7058010 8.0931328 11.0618236 4.2697064 9.0810935 10.7957229 11.8253449 9.8646497 10.5824082 12.1199819 5.1050704 11.0567094 8.5456449 10.4404138 10.5423559 8.1286594 7.8826803 7.2626136 9.9976237 8.6168686 11.2180338 7.9626381 5.9101618 -1.4027787 1.9191875 10.6004444 10.0648834 4.9010600 7.3786373 3.4046307 7.9679651 9.5265362 10.7155700 7.3353698 1.4046307 10.4883020 10.0735177 8.2357137 10.3945341 5.5859630 10.8070358 3.2977197 8.3555009 11.0968746 3.5041627 10.5979821 10.3080843 7.7520963 -1.4027787 10.4949909 10.6737193 9.2266345 8.1971906 6.8687411 0.5973166 10.2110673 8.1990485 10.7628130 NA 6.7110199 9.3819128 1.4046307 10.7830825 9.4198485 6.8115969 10.3517019 10.8000139 9.8658199 11.1077948 10.8731113 15.4946388 NA 8.4396281 9.3521653 5.0730104 7.0277302 8.5011597 6.6900343 3.0567049 11.3488219 11.4850696 9.5838310 10.2780769 3.5041627 4.9010600 10.2004405 7.7031865 8.4190517 9.0800857 10.2881488 10.2771977 7.2802725 12.7912651 0.5973166 NA 2.8452090 10.6334515 7.3521653 8.0526050 10.6484867 1.7671887 NA 9.9771976 7.5339160 10.7987095 8.0066689 10.8505344 8.5688214 NA 2.9895932 -1.4027787 12.2798336 8.7432100 9.7728274 3.5041627 9.3200855 8.4753289 7.5280149 11.0585014 8.7278483 3.8452090 7.4110593 3.6847402 8.9293143 NA NA 8.6647122 9.7778086 9.6840774 8.4380558 9.9804421 10.0071990 10.3617348 0.9192257 9.7342690 10.0500339 9.1888843 3.8808324 9.8739839 5.7368294 -0.4027787 8.1633317 13.5482893 2.9192066 8.5759884 12.3511213 9.6341382 1.7671887 6.8356828 10.7492457 10.3158107 9.3695923 10.7284917 11.7051438 10.8789181 10.0546587 7.5368572 8.8907495 10.9627801 9.0444747 5.1050704 0.5973166 -1.4027787 -1.4027787 9.0077292 10.9200510 9.3745331 8.1934677 10.4144174 11.6839117 4.8826822 9.5004065 6.4799209 12.5617089 10.1065580 8.4875422 6.2046083 11.0093183 12.1516269 11.4054376 9.2916358 3.4784542 10.2238995 9.5280151 11.7479771 8.8745652 9.4404137 9.3471472 9.4150610 10.5543798 2.7672098 7.7920348 5.9809827 7.9614126 10.8745652 10.3339419 8.9889831 4.4046307 11.5009714 8.8964859 10.9473883 8.3080841 10.3319874 10.2946798 11.8780486 9.7201059 7.7162186 1.4046307 8.3835475 6.8826797 10.0109057 8.4364817 10.9338932 9.2572737 7.2661625 10.1794199 8.2429364 2.8452090 7.9124271 4.4799225 3.6416732 4.5745557 1.1822473 10.3454707 7.5250556 6.9237078 9.7994568 6.0776233 -0.4027787 11.0258997 10.4806848 10.9087424 11.9949525 7.8640642 8.3029103 5.6770825 10.3843642 12.2940281 11.0461685 9.9895953 11.6277725 -0.4027787 8.2855280 NA 9.9186422 9.1642832 9.2697032 10.1139627 14.1443230 15.6415652 1.9191875 11.3959521 9.7703302 -0.4027787 4.4552615 8.0931328 0.1821838 -1.4027787 6.3981776 7.0109062 13.8098882 10.4521657 7.6926748 9.4142613 10.2710285 11.7363495 8.5572799 8.8313408 10.9033395 2.4046307 1.4046307 10.0821007 9.6800922 7.5485622 5.3251993 11.2719115 9.5183748 10.7898789 9.3046370 8.5673838 10.2894574 7.1633317 4.7118528 10.4154605 0.00406130 0.00406130 0.09122600 -0.00287220 0.47294000 0.04008100 -0.00536240 0.00267270 0.00684150 0.00684150 0.00684150 0.00086893 0.00406130 0.00406130 0.00406130 -0.00204140 -0.49385000 -0.49385000 -0.49367000 -0.00619180 0.09122600 -0.00287220 -0.00245690 -0.00536240 -0.00010167 -0.00010167 -0.00508590 -0.00370260 0.00211750 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 11.471106 11.287931 10.756203 10.469568 10.187397 11.668740 3.182247 2.597269 8.232089 2.684751 12.697776 8.958673 5.882680 9.122358 8.081658 8.697940 10.272794 7.792035 10.248330 10.363807 8.273235 8.436041 9.698807 7.585962 7.182240 10.574916 13.389712 10.375355 10.096127 NA 7.987447 7.148025 9.875727 10.708740 11.296199 9.579558 9.430168 7.023543 9.327748 7.197191 6.716219 9.528015 6.056709 6.398178 9.755256 9.031906 12.760692 9.768455 11.598158 7.136360 7.974489 12.613738 14.765715 10.858197 13.082856 10.430563 1.182247 11.796797 9.706456 9.839856 8.565945 8.487542 8.950425 10.280272 10.187397 11.184115 3.182247 6.398178 13.595287 10.784939 9.158566 7.308084 8.785867 NA 10.870199 NA 12.631991 11.225206 10.799095 10.7957229 10.4404138 5.2554894 6.6687404 9.1850553 8.7932652 7.6873904 13.0540519 2.7672098 14.1549808 11.7654798 8.4427677 9.0907029 10.0272076 4.4046307 0.1821838 8.6847406 9.1652339 9.1595202 9.6566222 11.4066440 11.0175013 11.6920153 0.5973166 9.0546586 8.0931328 8.8664045 11.1542628 9.7552563 3.5514791 9.9404635 7.6579736 7.8428305 9.3745331 6.3720641 10.8745652 10.9166677 NA 12.4632044 12.5386923 10.6365396 10.1794199 7.6633667 10.9828706 11.1635697 12.3266097 11.0023448 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 2 NA NA 1 6 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.1587514 10.4728101 10.0161039 6.9126403 8.4242612 9.9279779 5.7893119 -0.1587514 0.2085173 5.6485345 8.6258133 9.8234590 3.9704580 9.3880728 11.2003787 11.5612087 7.9959966 10.5385716 12.5556385 4.2334970 9.3627787 8.1495175 10.9519878 10.2558635 5.8411781 7.9807297 8.4429489 9.4677999 9.1932218 9.3472477 7.9929814 7.1173023 -0.1587514 -0.1587514 10.1765686 10.5977346 5.9072681 8.6850992 2.5416140 8.3350339 9.4677999 10.4457315 5.0891040 1.4261574 8.8910269 9.4138786 7.9018739 11.2399220 4.8411781 11.7672889 2.3006216 8.3087836 11.4703072 0.4261037 8.9166576 9.4110338 8.3249942 -1.1587514 10.9860022 10.4817622 8.9435870 8.0603468 5.5416171 -1.1587514 9.2085931 8.9099567 10.3158982 0.4261037 5.3489724 8.6404601 2.8411882 10.0621611 9.1079648 5.8069633 11.4629143 10.8496069 9.8206034 9.3598315 9.9890192 15.7194328 -1.1587514 8.0185980 10.4604812 5.2162181 8.5398831 8.9112991 6.0210866 4.1350669 11.6188446 10.4485086 9.8896652 12.8560705 3.3006070 0.8411680 10.4058041 9.8586827 8.1943250 9.6110161 10.5298657 10.6465191 6.8241721 13.5822765 0.4261037 1.1631122 0.4261037 10.3637598 7.5656924 9.4242610 10.9874287 NA NA 10.0291489 7.9153195 10.3869826 11.1360861 9.7268746 7.4850347 NA 7.4778028 2.7480747 12.1280248 8.3390300 10.4709902 0.4261037 9.4778030 7.7953747 6.6225380 11.0956164 9.3138691 2.9286356 6.8069620 4.8635470 9.0855420 NA NA 8.3310262 8.9807297 11.5118345 8.3249942 11.5870626 10.1403863 9.7953746 -1.1587514 10.3827589 9.5885321 7.9523138 4.0111020 9.9179939 5.1449600 -0.1587514 5.9601201 13.7803442 3.9286451 7.6549596 3.5416140 8.7329621 1.8411680 8.9896548 8.9470869 11.1782426 9.6192554 11.1343625 10.9841660 10.9694949 8.8964608 5.0506323 12.2865812 10.7884499 7.7653968 6.6093620 2.7480747 1.4261574 NA 10.1965293 11.1012157 9.5707989 7.9179938 10.3806376 11.7708065 9.6637491 10.7770800 11.3613058 11.9872696 10.2695385 8.6629524 8.9273146 12.1624017 12.9416764 10.9610921 9.1928022 2.2210728 10.0104769 10.4284871 11.8785536 8.9743205 9.9633592 8.9745775 9.0973869 9.3390300 0.8411680 9.4976032 8.0675903 9.1765686 11.3499634 9.4145698 6.3600288 3.9286451 10.3174182 9.2778899 11.1155564 10.2658695 10.3041917 9.9768876 12.2834739 9.6557607 8.5588546 -1.1587514 9.9915603 7.1899066 9.6669321 8.4904346 10.6234435 8.5346651 9.2151308 10.9985252 9.1483792 2.8411882 7.0111031 1.1631122 2.1631122 4.3006070 NA 10.7566842 5.9286404 5.9072681 10.8277314 6.6949874 -1.1587514 10.8964607 10.3310262 11.1602859 12.0262086 7.3568780 9.6991593 5.7106797 10.4618563 11.2698002 10.5851711 10.0433021 11.8809541 -1.1587514 7.9418405 1.1631122 10.3052135 8.3568780 8.8759772 9.1865835 11.6827426 14.4842171 1.1631122 11.8000934 10.1335000 -0.1587514 3.7953721 6.0891062 -0.1587514 NA 6.6803820 8.3976845 15.4673721 9.6551278 8.7069114 9.8482056 8.7115431 11.2151310 7.0603468 8.9805889 10.7986431 4.1987299 4.9497030 9.0914766 10.0004189 7.5416178 6.3087831 11.0433021 9.9239927 10.6609582 10.3656368 7.7329617 11.4157718 7.5927896 6.2291957 10.0439144 -0.00220380 0.00917050 0.00271870 -0.00120490 -0.01711600 0.00569190 -0.00526100 -0.00401620 0.00541390 0.00541390 0.00541390 -0.00110920 0.01027100 0.00972760 0.00917050 0.00513590 0.01488800 0.01796300 0.01796300 0.01796300 0.01796300 -0.00120490 0.00388540 0.00041593 -0.00166290 -0.00166290 -0.00401620 0.00000000 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 10.049413 11.521977 6.742045 10.332530 9.084352 7.181028 6.259031 5.198730 7.648533 1.426157 12.659161 7.963023 7.368655 4.901876 8.843951 8.235641 12.297533 7.098566 10.790275 9.494023 9.186584 8.151586 9.310484 8.625813 7.433636 11.354906 13.486893 9.7682154 10.3842101 NA 9.5381459 7.4632301 9.8876202 10.4989433 11.3100568 8.6709009 9.7792876 7.1495175 9.8732240 6.8241721 4.2674459 8.7480690 9.1921175 5.1265806 9.1242666 7.5100631 13.4144704 10.0439144 12.3798522 8.9128016 14.0713864 9.4832299 16.2802706 12.1730749 13.7740850 11.0594388 NA 10.7363749 11.1117656 10.8896652 9.2642941 8.6629524 9.4298929 10.0054567 7.9418405 11.3407626 3.3647405 6.5554235 14.3992653 10.9743205 9.9279779 5.8524059 9.8482056 0.4261037 11.6066716 NA 12.3307754 11.8033387 11.1138080 11.2003787 10.9519878 6.6093620 8.7192293 8.9112991 9.3128535 7.2590304 12.8318575 3.3647405 13.6525530 13.3230408 8.4242612 7.2964235 9.7785521 1.4261574 -0.1587514 9.2248825 7.1987299 9.2194732 10.3189163 11.5524151 8.6819562 10.7615311 0.8411680 11.4301271 8.0060854 9.4317652 12.5597111 10.2804897 3.2334893 9.2975326 3.4850403 7.1899066 9.5707989 5.0111020 11.3499634 10.7480689 0.4261037 13.5514466 12.1012157 10.0753969 10.9985252 7.5758879 10.4613981 9.9978935 11.2817101 10.5185544 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 1 1 NA NA 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.1195554 10.5952438 10.2673512 7.5457754 9.0143282 10.4869251 4.8124417 -0.8804446 3.6405631 4.4414370 8.1747929 10.5021344 3.8199542 8.6798432 10.6307688 12.2213219 9.6567287 10.3525308 12.0899758 4.6430712 9.7741464 8.6469874 10.4425652 10.4852860 8.1138640 6.7989901 7.6610719 9.3979599 8.5830346 11.3950529 8.1051815 7.6931573 NA NA 10.3483290 9.9324898 4.9523988 7.3721755 2.9268724 8.7378959 9.6043332 11.4187184 6.1195097 3.2069714 10.7790604 9.7732512 3.5789387 9.8112539 1.4414304 11.3991209 -0.8804446 8.2410441 10.8852109 3.4414436 10.6649575 10.3392839 7.3674375 NA 10.4569650 10.8357297 8.6586692 7.7452192 4.6740990 -0.8804446 10.0576196 8.3118033 10.5789420 NA 6.7848468 9.7443058 5.3674375 10.5967627 10.0773379 6.1639052 10.1917099 14.3387167 9.9539815 11.1855995 10.1384060 16.4997262 NA 8.5665937 9.0910540 5.1856010 6.5871159 8.4323932 7.6113635 1.7092906 11.4232911 11.2571420 10.4863789 9.4481853 1.1194890 3.5789387 10.1328331 7.9364943 8.5053729 8.6912630 10.4374882 10.3991210 7.6033259 13.2353669 1.1194890 1.1194890 4.6113613 10.7759352 7.3043860 8.6855646 10.7212811 2.2894214 1.1194890 7.9492332 6.9898747 10.5145517 8.7777218 10.6342244 8.4945496 -0.8804446 6.5373629 1.1194890 11.8365441 8.8727272 10.3555245 5.4945500 8.5707213 8.9090440 7.1081951 11.8184320 9.1474164 3.1195056 7.4049125 3.8743937 8.8371867 -0.8804446 NA 8.6817528 9.7651689 9.8260064 8.6053395 10.1747928 9.9571383 10.3868823 -0.8804446 9.8388992 8.9929545 9.1405599 2.2894214 9.6817528 4.9523988 NA 8.0472881 13.8782541 2.5789387 4.6430712 12.2740121 9.0707950 4.2894361 6.7268408 9.9082287 10.1432647 9.6827067 10.4660241 12.2761734 11.0675125 9.3614936 8.1223254 10.3501313 10.8388992 9.1192708 4.2069714 0.7044294 0.7044294 NA 9.3862969 9.9244481 9.4175730 8.1556840 9.8935726 9.4560170 7.0383736 9.2280349 5.4770620 12.7700012 10.3142673 8.4025985 5.9650016 10.9372935 12.7924881 11.4907425 9.4945498 3.5118222 10.2539367 9.8242786 11.8136506 9.2306461 9.7268408 9.3423052 9.5182540 10.7305352 1.4414304 7.2994196 6.7488664 7.1529338 10.7852904 10.9837971 8.6683323 4.2894361 11.3644687 8.6013099 10.8702174 8.9106733 10.4181458 10.5021344 12.2177070 10.2358544 7.9300821 -0.8804446 7.6352102 6.5203892 9.1293389 8.9106733 11.0028219 9.5182540 7.4814540 9.7203525 7.5415752 3.1195056 8.0795125 3.5118222 2.8199542 3.5118222 NA 10.3567203 7.8743980 6.8474307 10.0917723 6.2281395 NA 11.2339035 10.8410369 10.4008609 12.0987569 7.7488671 7.3483289 6.2165945 10.2416912 12.7900560 11.1501775 9.9673508 11.1855995 0.1195554 8.2149073 NA 9.8992297 8.9364940 9.4945498 10.2628936 14.5143749 15.0269409 2.5789387 10.7268407 10.0766124 1.7044736 4.8921870 7.9492332 0.1195554 2.4414304 5.7777222 6.9774917 13.8740848 10.4616072 7.2175429 9.4549007 9.8042590 11.9608781 8.2175424 8.8286459 10.7723553 3.1195056 2.1195222 9.8876946 9.1556840 6.7705621 5.2894361 11.3774874 9.1652701 10.5830347 9.4923754 7.6508916 10.2201727 6.7044722 3.7616363 10.3519313 -0.03163200 -0.03163200 -0.02246900 0.00124810 0.50533000 0.00083195 0.00000000 -0.03681000 -0.02013800 -0.02452400 -0.02452400 -0.02452400 -0.02589300 -0.03325600 -0.03242100 0.00097064 -0.54078000 -0.54078000 -0.03054000 -0.02246900 -0.02246900 0.00319100 0.00499690 -0.00054832 -0.02985700 -0.02903800 -0.14265000 -0.00083160 -0.06732400 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 10.973989 11.417859 7.152934 11.111741 9.266715 11.190973 4.643071 2.441430 8.026401 2.289421 13.514911 9.314317 8.079513 8.072252 8.236426 8.882723 10.563490 7.477062 10.172758 10.720817 8.411832 8.510647 9.978268 8.116690 7.238452 11.291938 15.389185 10.5230551 9.9944918 NA 8.0413514 6.5952441 9.8967658 10.6581843 10.7035333 9.7678680 9.2590618 6.9446605 9.5193223 7.3579153 6.8677038 9.3898058 4.0264017 4.7044736 8.8007488 9.0678777 15.0718649 9.6635088 11.8292404 7.1288914 11.0067310 13.6532051 15.7748734 10.8337559 13.8907419 10.2487933 3.2069714 11.3359531 9.7488671 9.2319498 8.5972686 8.4025985 8.8077606 10.6148658 9.5962567 11.2023247 3.9774906 6.8268700 14.2534015 10.8576026 9.0368824 6.8145299 9.1515562 1.1194890 10.6907890 0.1195554 12.8428513 11.1583813 10.5536173 10.6307688 10.4425652 5.4770620 5.7044736 9.2135881 9.3289637 7.8508294 13.2874710 3.1195056 14.4424244 12.1543093 8.6352102 9.0678629 10.0620248 8.2487933 0.1195554 9.0052068 7.5911857 9.1110321 9.5779171 11.4953643 10.9396893 11.4487461 2.5789387 9.3423052 9.0867365 9.3350433 10.9883329 9.5789419 2.1195222 9.5289014 5.3862971 8.1909728 9.4175730 5.0737046 10.7852904 10.7198879 NA 13.0891667 12.3339813 10.5665936 9.7203525 7.8876946 10.9372935 12.3959256 11.8457775 10.3158728 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 NA NA 1 4 1 1 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.06521933 10.82734620 10.59212183 7.26123273 5.90058669 10.71616311 8.76446260 -1.06521933 1.54359486 5.04332700 8.17797757 11.07403500 5.79278509 7.66612243 11.41104331 12.51682773 8.80824764 11.02225961 12.32201299 3.51976833 10.56507056 8.16121554 10.74256081 10.37411485 9.18510189 9.14669162 8.55685509 9.20859895 8.65931736 13.73357894 8.27454216 5.23858435 1.25670877 NA 10.66016967 9.86258142 3.18272407 7.43464908 5.18273202 8.07435451 9.81973699 11.09246613 8.72596639 4.14425852 11.92933361 10.80670862 4.84169642 11.33994484 8.08962156 12.22539828 NA 8.35686832 11.44457840 3.57866101 11.61120130 10.45493094 7.98192741 1.51974317 10.34702390 10.39398908 8.47783515 8.24314256 8.07435451 -1.06521933 10.29565048 8.52726039 10.18746887 1.74217872 7.85068255 9.13937459 6.85366636 9.34737333 10.93761842 7.10472873 10.31950617 14.55585364 10.35265592 11.43937417 10.93867262 14.61993543 NA 8.65247968 8.97919766 5.60722969 6.42665725 7.82354685 9.69302655 2.70032874 11.17589281 10.93585970 10.40087986 7.20626617 3.10472245 4.06408957 9.82658710 8.70629294 8.05633695 8.34631427 10.34313318 9.71943828 7.66272391 12.51081529 2.84169139 -0.06521933 4.36106649 10.41003014 7.34419469 8.68634750 10.61164205 5.00089239 NA 11.16722431 6.60722821 9.48521347 9.23858411 10.80053667 7.64561016 NA 6.36106824 1.74217872 9.84244526 8.47783515 10.13937459 7.05374455 10.09656521 7.07435451 7.95994283 11.69926037 9.54767192 3.74215716 6.52726117 4.06408957 9.03940218 0.51974317 NA 9.28463743 9.93550763 9.15033652 8.64216255 10.65718400 9.92135659 10.41962632 3.74215716 9.24655179 7.20158976 8.33994484 3.32712685 10.39730562 4.39423287 -1.06521933 6.46618498 13.10292704 7.22942450 5.12462591 10.43813230 7.86849417 4.86554275 6.25673141 9.09593523 10.72392941 9.89190549 10.98567233 11.70052876 10.76015972 10.79744073 9.02623875 10.99482379 10.28795023 8.56639887 4.88900133 0.51974317 -0.06521933 NA 9.65247986 7.58943917 10.22770017 7.21557377 10.38492175 8.96684918 7.56416016 8.22482218 8.82202392 12.60102741 9.23515598 9.33888053 6.36106824 11.26151377 12.55204126 11.10190787 8.87144141 2.32849183 9.94112950 9.56961451 11.03579420 9.31201390 8.83113588 9.64528267 9.54398222 9.30330997 4.06408957 2.63524361 8.49130958 8.22251575 11.91261993 8.31993219 6.71320915 6.06408741 11.14242786 8.92206729 11.74115162 5.68969054 10.07818657 10.37099444 11.59457635 9.93761849 9.45738498 NA 9.35686810 7.91779692 9.28242475 8.84469635 10.83842923 9.04463400 7.63177075 10.78538094 6.75498234 4.71616234 9.63263975 6.38601421 4.88900133 3.84169139 4.84169642 10.37671006 6.40240839 7.67627023 10.06858779 7.63406320 0.93478067 11.14242786 10.50608201 10.61911373 11.84619539 7.95161169 9.00697623 5.77790886 10.98329028 12.20056495 11.13753945 9.71943828 11.89480534 NA 7.73893466 -0.06521933 10.52492256 8.46813322 8.72596639 9.94183068 14.97106289 15.52162854 1.93481841 11.60346681 10.29510184 0.93478067 6.38601421 6.88317113 2.39423973 NA 7.67289556 7.88899950 14.57643184 9.95234958 8.27905475 10.01095099 9.55410627 13.22114458 9.42965906 8.61310432 10.70835478 3.84169139 1.74217872 9.87878327 9.61604188 7.73570359 6.79899014 11.30794041 9.57233396 10.29455298 9.59382713 9.32282071 10.90670611 6.70358386 4.87661517 9.88244039 -0.0302670 -0.0302670 -0.0445510 -0.0268510 0.0255310 0.0545180 0.0231450 0.0125160 0.0000000 0.0000000 0.0000000 -0.0045337 -0.0241140 -0.0326620 -0.0302670 0.1299200 -0.0445510 -0.0445510 -0.0445510 -0.0445510 -0.0445510 -0.0268510 -0.0319050 -0.0913590 -0.0315900 -0.0315900 0.0125160 0.0168450 -0.0280810 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.278542 10.924553 9.538430 10.440119 11.005595 11.024585 4.817444 3.256739 9.049834 5.309842 14.263829 9.082148 9.579561 8.084322 8.263748 8.542134 11.159709 6.923488 11.340211 10.951264 8.014288 7.955645 9.294443 8.247686 6.649049 10.339945 13.567969 11.63480955 10.46618488 NA 8.56233746 7.32282049 9.81285436 10.05374441 11.81151217 10.15457701 9.86849401 7.74858467 10.91136749 6.46618498 7.63177075 9.70711803 6.72270645 8.70794265 8.63870705 9.69302655 14.84909509 10.22999833 11.37437458 6.01939947 8.13201999 12.85403918 14.66413205 11.75797160 12.27618325 10.76333663 3.45836888 10.97885594 10.30929956 10.88572375 8.79278444 9.33888053 8.74537517 10.30276411 10.94358213 11.34127418 5.42665725 6.00089239 13.69131229 10.39064437 10.12277404 7.30112576 8.69135968 -0.06521933 10.99617461 -0.06521933 12.75478287 11.59996829 11.15306392 11.4110433 10.7425608 6.1827300 5.6352436 8.7549823 9.4455676 7.5965811 13.8187960 2.1047392 12.2615138 12.5543356 9.1684232 7.4534567 9.4768679 5.9120822 2.2567390 10.1539720 9.7161632 9.5550233 9.8940012 11.2371567 11.8369901 12.5443285 2.9347995 8.8220239 8.6576111 9.2097638 10.9309238 9.8334048 3.5197683 10.3000323 7.7645260 6.6213046 10.2277002 7.8326489 11.9126199 10.7993765 0.5197432 12.3770990 12.2851901 9.7029877 10.7853809 7.4816977 10.7210730 11.6819474 10.9858322 10.8782084 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 1 NA 1 1 2 3 2 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 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 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7.4789856 9.2738107 9.1509315 10.4000126 7.4676585 6.8496841 NA NA 10.0772772 10.0709179 5.0927698 7.2401989 2.6958825 8.6958783 9.3262061 9.7093406 5.7315010 -0.2110638 10.5426225 9.6195031 8.1705310 10.0790067 4.8113580 10.6720129 -0.2110638 8.1791567 10.8997974 1.1108977 10.0516700 9.6792521 8.3125499 -0.2110638 10.6218778 10.4423748 8.5665226 8.0720763 5.5571711 NA 9.3823789 8.1332835 10.5781139 -0.2110638 6.2888329 8.3184185 4.9182717 10.9908054 11.7067328 5.8870207 11.2576755 9.8870200 9.5963428 11.0557743 9.8299624 15.5193783 NA 9.0285863 10.1058349 5.2484210 8.0202088 8.4328442 6.6155369 4.4371678 11.3902944 10.7388145 10.0841828 9.8889930 5.0178061 1.5963627 9.5117953 8.5703476 7.8333822 9.2717956 10.0551887 10.5596517 6.6716302 12.9528733 0.7890197 NA 7.5505390 10.1591303 7.5472107 9.1618529 11.2147283 6.1898680 NA 9.6477459 8.5032334 9.7581801 7.2443153 10.4811674 8.3870402 NA 2.7889780 -1.2108968 12.0993166 8.3358825 9.8724671 4.3435784 9.3086241 7.5866492 7.4824748 10.6716308 8.7790919 3.4894273 7.8711370 3.9984392 8.8057961 NA NA 8.3007406 8.9664074 11.3830791 8.4036976 9.8057961 9.3550418 10.2540440 1.3739544 10.3100974 8.7344316 9.5711669 3.1109144 9.7798009 5.5169071 NA 9.3916867 14.0874442 1.3739544 5.9387351 12.3326239 8.9053316 3.1813093 7.0927688 11.4094368 10.8412162 9.3972427 11.0662752 11.2281304 11.0622006 9.5604773 8.0859042 11.3564686 10.8694722 8.8583435 4.3435784 -0.2110638 0.7890197 -0.2110638 9.9682750 10.6274039 9.3916867 8.0510828 9.7031338 12.4177751 6.2152534 9.9182708 9.2878370 11.9192366 10.4902942 8.3007406 6.0743898 11.3378097 12.2003664 11.5524077 9.1475840 4.6469691 10.1109159 9.6981308 11.7660888 9.0045208 10.7939105 10.3329862 8.6639693 10.4404880 2.2484134 7.9564058 6.9837449 8.7533288 11.5401134 11.2278472 8.6847753 3.9182717 11.4603077 9.3203694 10.8847144 8.5654209 10.0499073 9.8870200 12.2812166 9.8764506 6.9079290 0.3739544 9.0404703 6.5169087 9.3115694 8.7138003 10.5905547 8.8975121 7.5604773 10.1282812 7.7108285 1.7889780 7.0743898 4.4036972 3.7889884 4.4894273 -0.2110638 10.7270971 7.5236976 6.4471990 10.3530563 6.5636432 1.1108977 10.4885603 10.4341959 11.0729443 11.8376450 8.1288378 8.9701151 6.6385489 10.9642255 11.6676135 10.6723948 10.2565933 11.3066572 -1.2108968 8.0154000 0.3739544 9.8134349 9.0093662 9.1243783 9.1199047 12.0392862 14.5474973 4.2484210 11.2885846 9.7840483 NA 3.9182717 8.0697585 -0.2110638 NA 7.1726925 7.9564058 14.4971556 9.2526245 7.5304547 10.0226075 10.1007362 11.5781139 8.4328442 9.0586404 11.3588434 2.6958825 1.3739544 9.4128694 9.7197251 7.4146962 4.6218760 10.9240558 9.8510339 11.0407661 9.3531373 9.3540898 10.9791211 8.0057334 5.3075232 10.5329807 0.0094491 0.0094491 -0.6299400 -0.0118870 0.5972800 0.5746100 -0.0150540 -0.0100940 0.0040243 0.0040243 0.0040243 -0.0200010 0.0094491 0.0094491 0.0094491 0.0000000 -0.6289300 -0.6289300 -0.6299400 -0.6299400 -0.6299400 -0.0118870 0.0093098 -0.0150540 -0.0019239 -0.0019239 -0.0100940 -0.0110600 0.0077783 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.630 -0.630 0.000 0.000 0.597 0.597 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 -0.630 -0.630 0.000 0.000 0.597 0.597 0.000 0.000 0.575 0.575 0.000 0.000 0.000 0.000 0.000 0.000 10.659353 11.376765 12.522003 9.887020 9.387040 11.695127 3.489427 1.110898 7.674593 2.695882 12.724337 8.561632 9.818965 9.141274 8.444572 8.634478 11.367596 6.737356 10.393078 8.362635 8.900124 8.809495 10.058483 7.737355 7.231932 10.658967 12.799166 10.058699 10.466267 NA 8.712315 7.388901 10.219440 10.574849 11.206049 9.798117 8.861790 6.794612 9.389830 7.656267 6.844270 8.583404 6.928540 4.280838 9.589079 9.392614 12.811269 10.010575 12.603871 6.684775 10.093910 9.779801 15.284078 11.323047 14.236717 10.614344 2.248413 11.013894 9.032162 9.605972 8.856422 8.300741 10.140479 9.577706 9.857766 11.261930 5.248421 6.366417 14.209989 10.939052 9.231931 6.320369 10.304195 NA 11.315487 -1.210897 12.500977 11.463352 10.942856 10.7208334 10.2365877 6.5100869 7.7460897 8.8883356 8.9923359 5.4328425 12.6889725 3.2484134 13.9312943 11.8130886 8.8429138 9.4160292 9.9033809 4.1109144 -1.2108968 9.0033068 8.2626934 8.6898547 10.2489317 11.4213015 10.8347475 11.1721521 0.7890197 9.4772382 7.2606627 9.0973269 11.7228628 10.0357284 3.5963389 9.6274038 10.7879308 8.0345404 9.3916867 4.4036972 11.5401134 11.1027212 NA 13.1685692 11.5484599 10.4592015 10.1282812 7.7431844 9.8863616 10.4422808 12.3102975 9.6686936 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 1 NA NA NA 1 1 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.2338881 3.4037585 9.3618232 8.9634496 8.1072731 8.5736790 9.4285857 10.3019353 6.1880250 12.9997366 1.2338267 NA 4.5192337 10.0635516 7.1763437 8.4959238 11.2833372 NA 2.5557671 9.0949159 7.5099531 10.1522971 9.0949159 10.8627301 8.9532178 NA 3.8187892 1.5557671 10.9480744 7.7416234 9.7998830 2.2338267 9.0964664 8.6368410 7.7256819 9.5792341 7.6891559 1.8188097 6.8991648 3.8776854 8.3527700 1.5557671 NA 9.0777498 9.1346958 10.6309687 8.2422576 9.0619654 9.3746587 10.4602411 1.2338267 10.2394534 6.9273158 9.1911051 3.7573860 9.5781249 4.7573913 -0.7661119 7.6726205 14.9699401 3.4817510 7.9786630 13.3796815 10.1309180 3.3212932 4.9062557 11.0387666 10.1712027 9.5006155 10.2836775 11.5588532 11.4988578 8.4187044 8.6304339 9.0667189 10.8406967 9.7161225 3.3212932 2.0411729 0.2338881 -0.7661119 9.3695382 9.0524110 9.2863970 8.0249917 9.9344160 8.1286465 5.4626479 9.5376096 6.8112578 12.0972409 10.4900376 8.6088684 4.0411816 10.9870457 12.5761814 11.1781749 10.0753933 4.6557239 10.5797885 9.1821962 12.5623636 9.3924385 9.8234801 9.6261463 9.0069681 7.3937002 0.8187688 7.1526925 6.3527691 7.6474570 11.5667046 8.5559599 8.9327767 4.2338267 11.7642353 8.6726209 10.6726208 7.0980152 10.0435970 9.8540488 12.2292428 10.5952245 7.1041941 NA 8.5891800 5.6600929 9.6175332 8.9080212 10.7748868 9.3708201 6.9549279 9.5725653 5.3423521 2.2338267 8.8973869 -0.7661119 8.3579245 4.5913802 2.0411729 10.2884332 8.2999182 7.5647455 11.1137950 6.7663792 NA 10.2345332 10.6017896 10.6726208 10.7256820 7.5512414 6.7807235 5.1553121 11.2513333 11.9581296 11.2267672 10.4698431 10.3688969 -0.7661119 8.1967251 -0.7661119 9.7055042 8.3579500 9.7554294 9.3797611 12.9517195 14.4117545 0.8187688 12.3232794 10.1734082 NA 2.8187892 7.2338286 0.2338881 NA 5.4432817 6.9820216 14.1667818 10.5232715 6.6600943 9.0777498 9.8036846 12.1577135 7.1346953 8.7196582 11.3892796 3.0411904 1.2338267 9.9920521 9.0683000 7.1467183 5.8776854 11.2575833 8.6788438 10.9141884 9.4359527 8.5869756 10.5290238 7.5957729 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10.889807 7.408754 10.561382 9.299918 8.747557 9.185740 10.951360 8.054008 7.591381 10.452392 12.154740 10.0176457 10.0824518 -0.7661119 8.1407194 6.4529973 10.4614449 11.6347083 10.8821865 10.2999181 8.8794874 6.5099539 9.9159457 6.5376098 7.6891559 8.8374551 8.2727478 4.5192337 9.6304337 8.4137379 13.0832340 8.7998829 11.9608985 6.4629357 10.6485142 10.6569448 14.1100581 10.7321796 14.5397481 10.2267673 NA 10.2534197 10.3005909 9.4829424 9.0603774 8.6088684 9.1556698 10.1422216 10.1126462 11.8877935 4.4817575 5.1407214 14.8603485 10.7951168 8.8036846 5.7095636 9.7296840 NA 11.5038321 NA 12.7674020 10.4498169 10.9316653 10.1034228 10.0151887 4.0918098 5.9203290 9.4829424 8.4062565 6.7960708 12.8244113 3.1407132 13.0803967 11.7105751 8.6850399 9.0448504 10.2429577 4.6600958 0.2338881 9.6809121 8.3186373 9.6632357 9.9668443 12.9583428 11.2789059 11.9918439 0.2338881 9.1088104 8.2644961 8.9394614 10.6705405 8.8318814 4.9062557 10.1384635 7.4626479 8.8430077 9.2863970 5.3835764 11.5667046 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7.2488991 8.2557363 9.4366095 6.4970071 4.7011498 8.2420289 9.5898908 13.1944470 10.7467555 12.5826864 7.3191247 10.8508946 10.8646574 15.3545275 11.6522703 13.0166116 10.7278247 1.3385670 11.6249702 10.0225746 11.8475040 8.9844931 9.1623996 9.6358213 10.2540300 11.9697545 11.6887274 4.9741668 6.0310687 14.1529931 11.5129682 9.8137318 7.4046664 10.1190000 NA 11.6031876 -1.4687308 12.9584044 11.8771572 10.8696804 10.9472283 10.4497131 6.8486355 6.7980090 8.5837906 9.2994068 5.5535909 12.4056084 1.7011498 13.3953603 12.0951337 8.5466375 9.5247836 10.2255804 6.0703807 -1.4687308 9.0099920 7.8395616 9.3109420 10.0454139 11.4328437 12.8401303 9.8367143 0.8531174 10.5865050 7.3158569 9.0567434 11.1849633 9.9527615 3.2861123 10.4890500 6.6449652 9.7431108 9.9916784 4.4138648 11.0761870 11.2741635 NA 12.7338055 12.4628834 10.4429890 9.9024547 7.9384905 11.0195648 10.9326354 12.0906630 10.5055331 TCGA-BP-4162 65 0 NA 3074 kidney stage i t1b n0 m0 19-3-2015 female 2002 NA NA NA kidney clear cell 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11.5312463 13.8167877 9.5874661 11.1893740 9.4355561 15.8342019 NA 8.5680557 10.0027132 4.9677174 6.9521775 7.1959863 5.5249350 1.4234168 11.4182221 10.8708249 11.3491989 9.2699324 5.7332513 4.0863592 9.5999859 8.3161928 7.7026208 9.2510047 9.5240596 10.1943364 7.2520627 12.5569676 1.1603394 NA 2.6457939 9.8903234 7.7513238 8.7940847 10.6999094 2.2978664 -0.1614919 8.5475185 7.2478260 10.9153906 7.2047570 11.3771087 7.9856399 NA 2.6457939 NA 12.1541504 7.5457939 9.5108601 6.0863613 10.1704713 7.2520627 7.0576030 11.2494160 9.6336628 2.7453234 7.6425658 5.3930249 8.7026208 -1.1616533 NA 8.3501874 9.5569675 10.4285539 8.2350396 10.7584154 9.3707907 10.7377917 3.9258950 9.7490775 7.6230694 9.1029712 4.2307487 10.0738506 6.0768391 NA 7.7087997 13.8515829 3.1603555 8.5983228 12.9797436 7.4568201 3.2978664 6.1959873 10.7068715 10.8380825 9.3121405 11.4836428 12.2036786 10.3732239 9.5187942 9.0503229 10.0774365 10.5419058 9.0559562 1.8384274 0.8384274 -1.1616533 -0.1614919 10.2855179 10.1462047 9.9625561 8.3302877 8.9714999 8.5999861 3.4822933 8.9469592 5.2478250 11.6733008 9.6263373 9.3262749 5.8937165 11.4219877 12.1409309 11.1203648 8.3766043 2.7530054 10.1238370 10.4581962 11.1603628 9.0020845 10.9544537 10.5205515 9.3727375 11.3642002 3.7453234 8.6490064 6.5457939 7.8496622 11.0527539 9.4667892 8.4786616 3.2978664 12.0890293 9.0624364 11.7332525 4.6457881 9.9038508 10.4276177 11.9363023 9.8242767 7.4604862 -1.1616533 7.6360960 7.6490061 9.6964157 8.6807850 10.5261822 8.7897195 7.6681574 10.3688411 8.8704806 -0.1614919 5.1422174 5.1052213 1.1603394 3.5933179 0.8384274 10.9028407 7.0624369 5.8271204 9.4277955 5.8655675 0.4234168 10.7724941 10.1410737 11.0344220 10.9856397 9.2531199 9.5647381 6.2874187 10.7846100 11.7770955 10.6401431 9.8766678 11.4501512 -1.1616533 8.1915814 0.4234168 9.8766678 8.9508743 8.6933033 9.3302879 12.7949924 14.8665566 -0.1614919 11.2914481 9.6878398 -0.1614919 3.9258950 8.2541764 NA -1.1616533 7.8071018 7.7955371 14.0447623 11.2894011 8.7528198 9.3688410 9.9715769 11.5891417 8.8157147 9.4630018 11.4646001 0.8384274 2.4233899 9.1063918 9.7415634 7.4044885 4.1959853 11.3459817 10.1290296 11.3129012 9.5163658 7.6649834 10.3506814 7.1782844 4.2978664 9.8773538 -0.012398 -0.012398 -0.024473 -0.026851 0.999870 0.496660 -0.028081 -0.010784 0.116680 0.116680 0.116680 0.116680 0.020903 0.020903 -0.012398 0.465360 -0.544920 -0.544920 -0.019314 -0.019314 -0.019314 -0.026851 -0.025072 -0.018902 -0.009644 -0.009644 -0.010784 -0.021647 0.000000 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 10.341764 11.594157 12.685296 10.009612 9.662598 11.722224 3.882829 2.925905 7.062147 5.361996 12.599882 8.339476 9.280341 9.530597 8.233926 9.775073 11.038720 6.909897 10.975426 8.820002 8.516154 8.761614 9.220572 8.243576 7.217813 11.266009 14.550962 10.4035368 10.3287843 -0.1614919 8.7676932 8.0934635 10.3242640 9.7933580 11.5247164 9.0033417 9.9358084 8.1849487 9.8299566 7.7926309 7.3698163 8.9325124 6.8214283 5.6964168 7.4233975 8.5646529 14.6251638 9.7831467 13.0308817 6.3779809 8.9495705 11.4881400 16.1528764 11.3766237 13.7777385 11.0798221 2.2978664 11.1780064 10.8701360 10.9068771 9.2947891 9.3262749 9.5117438 9.8412498 11.6482029 11.4944126 1.1603394 6.0478873 13.3514054 11.0500189 9.8971030 6.4457648 9.1110644 0.8384274 11.4118452 NA 12.8224081 11.4125481 10.8380825 10.8701360 9.9580244 6.7926315 7.0133606 9.0708557 9.0478881 6.4894867 12.9134734 3.4234034 14.1598344 11.7639892 8.7617623 8.9890959 10.0928729 5.2478250 -1.1616533 9.2123874 7.4420610 9.4485368 10.0356514 10.6128100 12.5732502 10.1827307 0.4234168 10.4322927 9.0083597 8.7868018 11.4219877 10.2003786 4.1238400 10.2280661 8.3600350 7.6165121 9.9625561 4.5933239 11.0527539 11.2318252 NA 12.3456100 12.3985287 10.3312894 10.3688411 6.8327888 10.5903971 12.4820655 11.7931309 10.7495233 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 4 1 NA NA NA 1 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 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 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 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8.31620685 7.50406656 10.88596194 9.40535487 2.88516434 8.89957626 3.83268752 8.48506973 3.07780698 NA 8.56765002 9.29575975 10.39578003 8.56965514 10.99778276 9.41987677 10.02689935 4.91069429 10.26081712 7.29697034 9.46258591 3.07780698 10.16061645 4.69251089 NA 7.88837370 14.59026486 5.28725434 6.11122541 12.29181764 8.83935340 4.47012033 6.80572324 10.64955484 11.60356765 9.63622293 11.51008305 11.55388762 10.59448706 8.69618756 8.66276449 9.27870080 10.57665138 9.92964485 1.07778989 2.77825064 NA NA 9.87951050 10.01444010 9.66276467 7.44848968 8.78276041 8.71804716 4.53723393 9.37012373 5.53723393 12.42542353 9.40983874 9.58658725 6.55353561 11.90950525 13.20482920 10.75464077 8.56363140 3.64400622 10.28542661 10.74713015 11.54922336 9.06079562 10.33105868 9.31142183 9.47011952 9.70533604 2.66277517 8.49776244 6.91700562 8.53312918 11.13037023 9.35819008 8.97970985 3.32573179 11.38272382 8.06364423 11.40563547 10.23893407 10.19349616 9.47440684 12.03762300 10.27132751 6.72885382 NA 8.18632673 7.79547865 10.12969078 9.70168368 10.80058836 8.71442687 7.34926530 10.15060473 8.75022763 1.88514481 5.84598675 3.47012033 2.66277517 3.98468960 1.66275239 10.87303009 6.73601355 5.98469188 9.89755008 5.47748629 NA 11.34488141 10.33224035 11.15495168 10.93656028 8.52074556 8.93704184 6.62036940 10.89678369 10.87586889 10.67957290 9.63813503 11.70168364 -0.92221011 8.99069142 -0.92221011 9.90355592 8.87384180 8.35625167 9.37815481 12.98431700 13.44446588 NA 10.73512061 10.59645534 -0.92221011 6.30662134 7.82599482 0.07778989 NA 7.57764786 7.37242283 14.31948744 10.53158722 8.95891603 9.17055930 9.89718293 11.55707718 8.34692897 9.42126559 10.90276091 0.07778989 3.16526881 9.25272787 9.52695085 7.73933103 4.77824012 12.24584742 9.47761419 10.96006306 9.92350384 8.48081403 10.95355153 6.99069170 4.88076877 10.18371068 0.00064508 0.00064508 0.50047000 -0.00553750 1.04260000 0.00000000 -0.00263220 0.00000000 0.00938290 0.01447000 0.01447000 0.01447000 0.00541390 0.00064508 0.00064508 0.00485790 -0.53205000 -0.53205000 -0.53205000 0.50047000 0.50047000 -0.00553750 -0.00489800 -0.00560150 0.00374650 0.00374650 0.00000000 -0.00193990 -0.52716000 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 9.9075249 12.3916772 10.8255755 9.8867663 9.1928459 9.4143087 5.6777140 -0.9222101 7.1863262 2.8851643 12.9082183 8.7163287 8.8883737 8.7635845 8.3296869 8.3114218 11.2598861 5.5855965 10.1980400 8.4701195 8.0406979 9.1636862 9.3769415 7.6438562 6.2070846 11.7506694 11.9692062 10.06577666 10.58510132 NA 8.85423508 8.02031662 9.86325459 9.23262023 11.26608188 8.98469273 9.73958031 7.69618791 10.67817968 7.08342720 9.22627876 8.94353547 5.85916203 6.40871865 7.96654525 8.80742287 12.59866633 9.55657177 13.75166328 5.12438190 12.22341591 11.31680392 16.33875843 12.05096138 13.35683229 11.43535414 0.66275239 10.59940260 10.99815502 9.93267052 9.06790622 9.58658725 9.40085681 10.02470849 10.81039362 11.54412595 4.50406736 4.91069429 13.85161103 11.14018565 9.49354387 7.31142228 10.15728693 0.07778989 11.34809750 NA 12.79922181 11.53106506 11.13037023 10.9970380 9.1465804 6.1221964 5.4871937 9.1876329 9.0188497 6.2676276 12.3205237 1.8851448 13.9275982 13.7848916 8.6869809 8.8728352 9.7712891 3.4701203 -0.9222101 9.0040982 7.3815827 9.8048717 9.9003729 10.2364119 12.0044688 10.2987850 -0.9222101 10.6091836 8.6400446 8.8738418 11.6302311 9.9673061 1.8851448 10.0607958 6.7643024 7.3632044 9.6627647 4.7216570 11.1303702 11.6455206 NA 13.0556187 13.0086319 10.2981805 10.1506047 6.5372339 11.5870823 10.7868859 10.8338079 11.4645565 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 5 3 NA 1 1 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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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9.0510183 8.4376843 10.5975067 0.1592417 5.6670292 9.1718593 0.1592417 10.9673944 8.5145859 4.2466969 11.7804349 10.6954819 9.4845402 10.9467292 8.7976706 16.6921613 NA 8.3711228 10.9593256 5.0172137 7.8837485 8.1046784 4.2036319 2.1931094 11.3275934 10.7488858 9.9057489 9.8760541 5.1592336 0.1592417 9.6570865 8.0449312 7.9405943 8.7665650 10.0411133 10.7863125 7.1307785 12.7676050 0.7441611 0.1592417 3.2466969 9.8683185 7.4260215 8.9714119 10.8747677 2.3291523 NA 9.7767021 7.8281193 11.2387094 7.4118999 10.6798533 8.3140530 NA 0.1592417 NA 11.6699988 7.9857833 9.4376840 1.9665781 9.0265135 9.8777676 7.1871402 11.7250508 10.1464987 1.9665781 7.3589070 4.2885210 8.6749344 NA NA 7.9040686 9.8466104 10.9889574 8.9873712 10.9007016 8.8316600 9.7554244 0.7441611 10.1242974 8.4213294 9.8648671 2.6186615 9.9722142 6.4901513 NA 7.5770874 14.0048717 4.5854974 8.2413836 12.3642642 7.8210131 2.7442042 7.8138710 11.1588824 10.9885610 9.7041992 10.9290725 11.4617194 10.7012992 8.4561507 8.6847556 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8.173746 10.056669 8.432571 7.541278 10.721507 12.849568 9.370625078 10.456932096 NA 8.967902913 6.172043406 9.424183509 10.724499358 10.718080732 10.247077069 9.206689860 6.695605536 9.035541711 6.461549841 5.602032195 9.607598297 8.400862363 5.046512887 9.614065640 8.556707596 12.589896225 10.360769956 11.071904087 6.320165127 8.878635538 10.521755006 15.272048934 10.748213064 13.354713940 10.167025679 1.324061705 11.441949591 10.356919037 9.491966704 8.654963551 8.007743249 8.796534487 10.323483113 9.953403483 11.082936253 2.324032894 6.250046339 14.358881528 10.825087814 9.408323796 6.915008122 10.034853286 0.002162421 10.766990298 NA 12.465259876 10.791636083 10.645523973 10.5212635 10.1249467 4.8847640 5.4115110 9.4778521 8.9679029 8.2967396 12.0175059 2.8094762 14.4975366 11.3366714 8.5852014 9.1882948 10.1582018 6.7094781 -0.9979816 9.4241835 8.9865372 9.1455019 9.6646892 11.7605501 11.1021239 11.2779522 0.5870769 8.9254461 8.1594657 8.5643610 10.8401408 9.6057451 4.2875240 9.9736622 7.0628147 8.5276396 9.1014665 4.0465085 10.6598837 10.3397406 NA 12.8463341 12.9028912 10.9354405 9.8421097 7.8817019 11.2339399 10.1518658 12.3313895 9.4028914 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 1 NA NA NA 1 1 1 3 NA NA 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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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6.4490776 10.7106732 NA 11.5208830 -0.1054732 12.9227410 10.6270683 10.9865859 10.7544125 10.3389868 5.0442367 6.5527014 9.1424170 9.1124473 5.9279130 13.1804631 0.4794375 13.3940863 12.4135114 8.4700288 8.8715119 10.6630874 4.1039424 -1.1056285 9.7010392 8.1209019 9.8645954 9.7066027 11.2575292 11.7520818 11.6937712 2.5949307 9.8753431 7.3661648 9.1671193 10.8263351 9.6493771 2.9819440 10.1275100 10.0269892 8.1729390 9.9306631 4.0644173 11.4543446 11.0747095 -1.1056285 13.2039659 12.8600033 10.7771326 9.9175508 8.1589323 10.2304380 9.9652813 10.8373485 10.5165597 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 4 2 NA NA NA 3 4 1 4 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 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0.00 0.00 0.00 0.00 0.00 0.00 11.107597 11.206110 9.708929 10.580570 10.324956 10.411757 3.620973 2.779680 7.145992 5.516636 13.631517 8.977804 11.687437 9.870338 8.479173 8.888194 11.392539 7.541221 10.794620 10.174133 8.615720 8.621339 9.448407 8.164813 7.268849 10.611505 14.171540 11.2262365 10.6800338 5.7416018 9.2927397 7.7569499 10.0480171 9.7275504 11.5906433 9.8868871 10.3730612 7.9891237 9.9550117 6.9988386 8.9686708 10.1992791 6.8529190 7.0495763 8.4962039 8.9939890 14.5308828 10.4126652 11.8912405 9.3107720 11.1346540 13.0169796 15.7842417 11.9858704 13.1551621 11.1463566 4.7796695 10.8544805 10.1687636 10.5582948 9.3826781 9.2781869 9.6910620 10.5075905 11.4584169 11.5173385 4.3646355 6.3992788 14.5879282 10.5899739 10.3593002 6.4939163 9.1408827 4.0020634 11.6810398 0.5166203 12.9366485 11.6595404 11.5750333 11.371660 10.245236 7.308450 5.292741 8.705472 9.548957 7.593451 13.161550 1.895147 13.607344 12.429824 8.882958 8.047034 9.734836 6.456803 -0.220278 10.099342 8.760762 9.768355 10.108308 10.923053 12.567709 11.534697 1.516620 10.493343 7.927723 9.229506 11.688188 9.910670 3.552254 10.714344 8.506456 7.318829 10.102349 5.895147 11.612165 11.037451 NA 12.845647 12.633954 10.081547 10.548681 8.171987 10.835404 12.215167 11.139017 11.055802 TCGA-BP-4170 72 1 2343 NA kidney stage i t1b n0 m0 19-3-2015 female 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 64.53.0 NA NA 1 NA 4 2 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.86999783 5.82848942 NA NA 9.59274088 9.53501365 4.62447527 6.73854628 3.22758707 8.27779650 9.54046808 10.06174002 7.68263790 2.96454650 11.48920989 9.66609970 6.17867481 11.42398227 6.17244351 11.20524655 NA 7.94091434 11.08722334 3.27488781 11.67177169 10.24253534 7.66276876 NA 10.68109712 10.26530034 9.39038588 7.56624740 3.96454650 -1.67945756 9.69844718 8.41609152 10.87911514 NA 7.21247790 8.83442206 2.40816837 10.04392872 11.22889942 5.14087271 12.00910541 14.45558196 9.60378284 11.44949431 10.66969915 16.05025544 NA 8.35549338 9.60898384 4.25143128 7.75114701 8.26467435 7.01418119 1.78014209 11.49593211 10.97979843 10.25585947 8.93632405 4.54951516 4.54951516 9.53379868 8.28214416 8.23657394 9.58396373 9.50990126 10.34132723 7.26906121 13.22594041 1.12802939 NA 4.12804589 10.31044374 7.84033041 9.02632674 11.05751912 2.78012109 4.38678336 8.81854639 7.66942226 10.92030514 7.58748126 10.79617454 8.22457623 -0.09434103 4.69573219 NA 12.23489268 7.89623370 9.50308870 6.08887938 9.74275927 8.95368953 7.95913026 11.12502717 9.66831577 2.40816837 7.04861438 3.56861588 8.90471740 0.32065796 -1.67945756 8.70331842 9.84523615 10.11470408 8.16931724 9.85256322 9.38071473 10.68920086 1.32071572 10.06005319 7.93171910 9.47439852 3.67824096 9.90095297 4.10205338 NA 8.04520814 13.90365965 5.93540317 5.43963643 13.16486076 8.35961341 4.32069406 5.72157499 11.15950444 10.67384126 9.49998158 10.34514152 12.34251680 10.98247257 8.64262252 8.75844643 9.41411206 10.88532032 9.15535510 5.35411712 1.32071572 NA NA 9.37190338 9.71515722 9.69844718 7.90940890 9.64350142 13.00932723 4.84425508 8.94183053 5.36508709 12.10767872 10.03236138 9.29367419 4.62447527 11.51698916 12.36764790 11.45158673 9.12240276 4.08887938 10.42954556 9.86517603 11.54575123 9.11511025 10.52495987 9.77447955 8.92246518 10.57010426 4.04861111 4.74695764 5.95005076 8.24550707 11.25124699 11.27081834 9.63318597 3.40815478 11.71596079 8.81354906 11.04797680 5.50060450 9.99532806 10.40117894 11.90600912 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0.02525000 0.02525000 0.03877100 0.00171950 0.00027049 0.54683000 -0.59231000 -0.59231000 -0.57960000 -0.60303000 -0.00816240 -0.01009400 -0.00869690 -0.01050800 -0.00658380 -0.00658380 -0.00705760 -0.00830050 0.00263570 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.484 -0.580 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.498 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 0.484 -0.580 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.498 0.498 0.000 0.000 0.000 0.000 0.000 0.000 11.390312 11.503089 10.220806 10.418727 10.109413 11.468376 3.449984 3.021142 7.436935 4.964551 12.342368 8.436622 9.360984 8.640976 8.222723 9.134476 11.171467 7.786261 10.936094 9.128049 9.015923 8.777809 9.768955 8.392157 7.662769 11.062161 13.492927 10.5857234 10.4605656 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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 2 1 3 1 1 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.481077 10.424234 11.442447 9.330352 9.150312 9.157530 10.112278 13.011066 11.745488 5.832900 7.099685 13.857372 11.400665 10.927768 6.749376 9.934612 -1.488836 11.229504 -1.488836 12.865358 11.641522 10.430579 11.3523387 10.3387105 7.5580946 7.0462466 9.1071606 9.9403776 6.0655594 12.5792042 2.3183168 13.4068775 12.2742871 8.6833986 8.3824913 9.6827732 7.3438608 NA 10.0142998 7.2044577 9.6312089 9.8164628 11.1676192 13.9058690 10.9505421 2.6808869 9.9513210 8.1727490 9.4564148 10.7730658 10.1284384 6.1763068 11.1512159 7.7894202 8.4208638 10.1006221 5.3564608 10.9706587 11.0980452 -0.4890381 12.5029356 12.4991230 10.1763068 10.5662534 7.2354849 10.6805828 12.3297528 12.0213964 10.4861096 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 4 2 3 3 2 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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7.9764667 9.6910274 9.6939070 10.2831782 6.7572246 13.6924229 1.5311693 NA 6.5566915 9.9788297 8.1118185 8.9764665 11.2303567 8.4919853 NA 9.0547180 7.7461690 10.9225224 8.2493221 11.6353804 8.5391844 NA 2.3087686 -1.2761357 12.0540178 7.0138195 9.0310020 5.1331936 9.0791522 9.9246997 7.2473627 10.3499664 8.6231579 1.7238206 8.0138201 4.8323280 9.0195702 NA NA 8.2917573 9.2035815 10.9900020 8.7053684 10.2663495 8.8949778 9.8336317 -1.2761357 9.9729146 8.3329800 9.7010810 3.2473655 10.0264400 6.5375818 NA 6.1995349 14.4453543 0.7237770 9.0172728 13.8880403 9.4302972 3.5817851 5.5439814 10.4019611 10.5331673 10.1241469 10.6351931 11.6804005 11.4487413 7.5375826 10.3213882 8.8543716 10.8811481 9.7935797 4.0813567 4.0092038 1.0457225 NA 9.6404270 10.1934429 9.1924252 8.4686350 8.8050183 6.3676576 3.0457225 9.0400825 6.0725303 11.7551577 10.2434374 8.9870704 4.8323280 11.2656238 12.8807532 11.6205120 9.4987529 2.1419886 10.6216466 10.3092332 11.7966037 9.2590766 11.5633986 9.3302063 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0.5764800 0.5836300 -0.0189760 0.1517300 0.1796600 0.1855700 0.1477600 -0.0037395 -0.0037395 1.1551000 0.5585000 -0.6605900 -0.6605900 -0.6605900 -0.6895300 -0.0087146 -0.0171160 -0.0148530 -0.6708500 -0.0020784 -0.0020784 -0.0189760 -0.0160170 -0.6653100 0.000 0.000 0.000 0.000 0.590 0.590 0.000 -0.665 0.614 1.179 1.179 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.155 0.000 0.000 0.000 0.638 0.559 0.559 -0.652 0.000 0.000 0.000 0.591 0.591 0.000 0.000 0.581 0.581 -0.671 0.584 0.000 0.000 0.192 0.192 0.000 0.000 0.000 0.000 0.590 0.590 0.000 -0.665 0.614 1.179 1.179 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.155 0.000 0.000 0.000 0.638 0.559 0.559 -0.652 0.000 0.000 0.000 0.591 0.591 0.000 0.000 0.581 0.581 -0.671 0.584 0.000 0.000 0.192 0.192 9.045729 12.894117 12.132529 9.962803 8.893726 11.386469 6.888708 2.531144 7.050231 5.278390 12.127612 8.168526 9.822491 11.626231 8.069029 8.213649 10.497765 5.367658 10.846306 7.969354 7.518217 9.547956 10.175970 8.676542 7.575550 11.827417 13.067820 9.708220 10.705725 NA 8.942970 7.921018 11.117460 11.026154 11.713018 7.584888 9.398876 8.065876 9.924087 7.158429 7.183232 9.236542 6.360426 2.811266 7.572424 8.615585 13.365119 8.769561 14.127945 6.732006 11.332056 11.980305 16.853436 11.073635 14.240209 10.805617 0.723777 11.392243 11.523690 11.883672 9.144814 8.987070 9.665582 10.404161 10.915786 12.033985 1.308769 4.990587 13.759614 12.812258 9.154254 5.821833 7.170884 -1.276136 11.045447 -1.276136 13.418322 11.427268 10.754468 10.137429 9.605680 6.191407 7.004572 9.404161 8.551938 7.444901 12.347207 1.045723 14.723867 12.687871 7.850506 8.880655 11.225390 4.677999 NA 8.446609 6.581782 9.685974 9.815898 11.865589 12.168298 9.708220 NA 9.581782 7.385579 8.795263 10.667781 9.305943 4.606442 10.089030 4.045731 7.183232 9.192425 1.893712 10.797943 11.096666 NA 13.052897 12.753002 10.725561 9.473671 8.183233 10.951116 9.604915 10.658535 10.768192 TCGA-BP-4176 64 0 NA 1955 kidney stage i t1b nx m0 19-3-2015 male 2005 NA NA NA 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9.1712201 11.3861882 4.0573550 11.9429396 14.5599342 8.9720547 11.2129987 9.6374181 15.2135574 NA 8.3280596 10.6307397 4.8790195 7.9325880 7.9439752 8.3538997 1.2160513 11.5570173 10.3813803 10.8852348 8.4671425 2.0905147 3.5852871 8.9083794 9.8730751 8.0802409 9.4496742 9.7271482 10.1971460 6.6083716 12.8103013 2.8790195 NA 7.1933341 9.9320164 8.1388866 9.1856807 11.4781493 0.9530044 NA 9.4230688 7.6479002 11.1048764 8.5379825 11.0641557 8.4124517 -1.3688491 9.3219630 3.2749474 11.4151133 7.2235490 9.3367243 7.8766446 10.8417633 10.4508719 7.5106756 10.7162325 9.1634479 2.7185479 8.2982037 3.8010138 9.5251518 NA NA 8.2640874 9.1712201 10.7767058 8.7461357 10.5925417 9.2009476 10.0930829 3.7185589 10.1189320 7.0234095 9.6754861 4.1546561 9.6775340 3.1546480 NA 7.8035196 14.3939930 8.0925716 8.2310046 11.3698176 8.9118626 4.6971789 6.0404826 11.4128615 10.9028468 9.6645150 10.6437165 11.8389376 11.1004794 8.8097569 10.4552552 8.4157270 11.1475307 9.0688025 6.3384512 3.1546480 NA NA 10.0786919 9.1741237 9.5477180 7.7808389 8.7425799 7.3453378 3.6310926 9.4975982 6.1546541 11.5840152 10.2165241 9.1673391 5.0061319 11.2888570 11.9229821 11.4708863 9.3742433 1.9501324 10.0594522 9.8961209 11.3026330 9.0833333 9.8022688 10.2451898 9.0925714 6.0573571 3.6754885 8.4448733 7.8575040 8.0126352 11.2574855 7.5090513 8.6144275 3.2749474 11.5150717 8.4687197 11.4750131 8.2982037 9.8326033 9.7389629 12.3061669 10.4769741 7.5794593 NA 8.4480758 7.1189317 9.8060177 8.8307643 10.5881359 9.0415433 8.6353125 9.8209166 8.9417047 1.2160513 7.6672656 3.3315333 0.6310577 3.9530231 -1.3688491 11.3156215 3.8405438 6.2531440 10.8825093 6.9012000 3.0905317 10.4975982 10.3922277 11.4608147 10.5669937 8.7706434 9.1408471 6.1313364 10.8000775 11.3994831 10.3491967 9.8490497 10.7849606 NA 8.4623992 0.6310577 9.5106752 10.1976218 9.2776508 8.9222627 13.9290471 13.0284992 1.4384526 11.3974138 9.8706905 1.6311043 5.3167504 9.2750112 0.9530044 3.2749474 7.7782966 7.6310919 14.5570868 10.1914248 8.7038946 9.0894987 9.1828003 11.5313928 7.9642473 9.4580138 11.0841053 2.7185479 2.3315333 9.5669938 8.9541469 7.6282713 5.0404848 11.4273344 9.8405454 11.2993122 10.2254212 9.2216789 10.6778750 7.3281983 4.2761021 9.7105768 0.8722700 0.8722700 0.0509490 0.0135020 0.5123000 1.9446000 0.0455540 -0.0590110 -0.0601520 -0.0601520 -0.0601520 -0.0303050 -0.4082700 -0.4261600 0.8679800 0.0116680 -0.8852700 -0.8852700 -0.8852700 -0.8852700 -0.8852700 0.0135020 -0.4606800 -0.9115600 -0.4579100 -0.4337600 -0.0590110 -0.0011199 -0.4508300 0.000 0.000 0.000 0.000 0.418 0.418 0.000 -0.451 0.000 0.000 0.000 0.312 0.437 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 0.312 0.437 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 9.803519 12.096786 8.748735 10.471083 9.588194 11.082303 8.274948 2.801014 7.957522 5.953021 13.172189 9.294846 11.683490 10.757735 8.239550 9.164422 10.207104 5.653458 10.508376 10.462003 8.589645 9.235877 10.352029 8.118932 6.507609 10.792224 14.147408 11.3319651 10.7366732 -0.3688491 8.8085115 7.6917882 10.8990491 10.7988237 11.5907318 8.3193425 9.8078884 7.9048875 9.7428797 6.7132408 10.5213562 9.3280596 6.6254458 5.8790195 8.5394845 8.7603750 14.8467767 9.4663528 13.0326382 6.5434418 11.9935838 10.6108744 15.2233738 11.8971465 14.0685190 10.6693252 1.2160513 10.6019169 9.0169545 11.4763860 9.2758496 9.1673391 10.0034129 10.2717889 11.8376485 11.6795772 4.4639820 4.5852871 14.4839567 11.6360147 9.4804972 7.2458018 10.3500529 -1.3688491 11.5636759 NA 13.3004754 11.7020246 11.1482693 10.3457668 9.5402350 6.4319923 6.4765826 8.5573879 8.8502606 6.7552134 12.5034504 1.2160513 12.8722559 13.1031482 8.6197769 8.4256540 10.6254454 6.0986975 0.2161134 8.8599106 6.9164946 10.0001440 9.5779982 11.5108667 12.7741563 9.8902468 2.0905147 9.6884068 8.9541469 8.7539200 10.6409207 9.8671062 3.8010138 10.4655630 8.7238490 8.2549733 9.5477180 2.3315333 11.2574855 11.2595376 -1.3688491 12.7575545 12.7279718 10.2184007 9.8209166 8.2365715 10.0441910 11.2372658 10.7893924 10.9472491 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 2 2 NA NA 1 6 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.80691432 9.32731281 12.04892346 8.22222737 6.10261404 NA NA 10.38525403 10.15892255 6.15200287 8.13981378 3.15200490 8.62773669 9.60131043 8.88514878 5.80911600 -1.54835367 9.90945721 9.84923807 5.73696469 10.45191559 6.69949056 11.70496769 NA 7.93940349 11.08160294 2.69948500 9.66405985 9.86941587 7.88827506 2.91100122 10.98486387 10.47144945 9.22717356 7.82006980 6.25891836 -0.54835367 9.03087925 7.85030687 10.00327166 1.03653850 5.10977425 8.27652226 -0.54835367 9.11867482 9.43669385 7.90689060 11.07451888 12.98288391 9.57180117 10.35506870 10.39590938 15.93792706 3.09541812 8.54564101 11.21394540 4.15200490 8.06074186 8.13104358 7.30643177 2.38890588 11.29234131 10.38599146 10.20478008 11.88514882 3.09541812 4.30954729 9.45085885 9.42812752 8.23619840 9.15373594 9.97512529 11.09045174 6.86095411 13.35063702 0.03646817 NA 1.62147756 10.45859066 7.67073201 9.01666540 10.78751197 -1.54835367 -1.54835367 9.22222737 5.19303050 9.95870887 10.39883506 11.02592037 8.72768770 NA 5.53902539 NA 12.09958382 7.47115412 10.00327166 0.03646817 9.35167536 8.22635053 7.45718796 10.57018008 8.40866559 3.09541812 6.64138851 4.03652971 8.85883113 1.62147756 NA 8.27014533 8.92729679 11.54893714 8.54167590 12.07063704 9.74446017 10.03087925 5.37042587 11.03370539 6.55485128 8.69830392 3.09541812 9.79752292 4.64138996 0.45154083 6.21974742 14.27910456 6.85244337 9.17095231 7.03652641 9.30409299 3.25891083 8.35243015 9.63891553 11.27870754 9.52034170 10.95041257 11.39639435 11.55779916 7.53104843 5.00615438 11.82592369 11.02189345 8.79897427 7.58855424 2.25891083 0.03646817 NA 9.58020222 11.15827523 9.65918783 7.77799300 10.69003081 6.89450737 8.63147248 11.16966806 11.45946666 11.81103843 9.34865248 8.51899771 8.52570480 11.85683781 12.68593176 10.76132392 9.40284814 4.40552953 10.48085057 9.96578428 12.10126866 9.32269860 10.02473716 9.14243437 9.27890612 9.61647037 3.03652092 9.94541882 7.90277425 8.64015237 11.62695696 9.86190343 6.51042081 4.06627005 10.81021461 8.97218199 11.37656139 9.50481045 10.32308359 10.30682124 12.19786776 9.94791785 7.84388086 0.03646817 9.40430454 6.80471056 10.28088975 8.83526755 10.49805645 9.22305275 8.24922488 10.60606509 8.74847968 2.84388337 8.70895109 1.91100122 2.77349003 5.75534428 3.40576097 10.40902820 6.96331574 6.39407850 10.93658509 6.03186052 NA 10.75191590 10.51327212 11.18097169 10.11867495 8.10261509 8.83628237 6.07639448 11.03229304 11.37730322 11.12928302 10.21809227 11.61913832 2.91100122 7.57826776 NA 10.24597927 8.56790741 9.13981378 9.44308527 13.38128412 14.87492554 -1.54835367 12.34505451 10.72419313 -1.54835367 5.28077819 6.83094233 0.77349003 0.03646817 6.42884253 7.53104843 14.55636686 9.29709258 7.56530547 8.89347021 8.39261108 12.03640848 7.10261509 8.82981500 11.05008120 3.73696199 2.69948500 9.43241704 10.00663170 7.32500766 9.06994888 11.53852890 9.54761968 11.75005557 10.14440549 7.31265065 11.00782992 7.35845429 4.78140693 10.08046447 -3.4659e-03 -3.4659e-03 1.6610e-03 4.1272e-04 4.9683e-01 -1.4522e-02 -3.7427e-03 -1.7498e-02 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 0.0000e+00 4.1272e-04 -3.2079e-06 -3.7427e-03 -3.0507e-03 -3.0507e-03 -1.4953e-02 -3.2079e-06 1.1061e-03 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 10.281286 12.041449 7.358454 11.037230 9.501412 7.321928 3.539022 1.451541 7.601310 2.621478 13.043553 8.121688 8.219748 4.375429 8.239254 8.370427 12.369215 7.434557 10.788349 10.283662 8.828774 9.081029 9.868973 8.237833 8.073615 10.638915 12.692057 9.8851488 10.4356258 NA 9.1493996 6.8903555 10.1279613 10.7630279 11.3149753 9.5923931 9.3637042 6.7553443 10.0435531 5.3342071 6.8567044 9.1871194 9.4550812 7.6971163 8.5561623 7.6947374 13.8449538 8.7101293 12.1761838 7.0465227 14.3574674 9.9389010 16.2533096 11.7557721 14.5760684 11.0754449 0.7734900 9.7941936 11.4304526 10.5156324 9.1257557 8.5189977 9.0662733 10.1632304 8.5068459 11.4808489 4.2589184 4.7734900 14.4611821 10.8598931 10.1222196 8.0384033 8.7030457 0.4515408 11.4846422 NA 12.7121889 11.4252554 11.0804645 10.95439518 10.32808034 4.40576097 8.27969972 9.01380586 8.65000841 5.83526724 13.00585004 2.77349003 14.55696040 12.68608147 8.21974790 7.26576130 9.98148194 4.35845253 0.03646817 9.82334001 7.77799300 9.40793945 9.87099699 11.76614661 9.79918479 11.42184903 1.62147756 11.21539819 9.34789571 9.33191208 11.89489547 9.82061538 3.53902229 9.72710599 8.03276373 6.91916844 9.65918783 6.34030589 11.62695696 11.40939094 2.62147756 13.78359992 12.78772121 10.36781605 10.60606509 8.10261509 10.71395188 9.33649696 8.72869978 9.84433151 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 1 NA 1 1 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 10.1092596 5.3407296 0.1899194 -1.1561769 5.4251169 8.4314855 9.1196513 4.1284996 8.5922014 10.8717238 11.8212284 10.7180281 11.4741435 11.4801106 4.4875828 9.2800121 9.3879355 9.8717237 10.7704724 8.7457671 8.4074535 6.6049372 8.6161643 9.0343439 11.5745036 7.9082611 6.7947616 -0.3949798 -1.3951696 9.8475159 9.9308047 4.8337554 7.4090684 3.3053723 8.6520612 9.5290074 10.7626000 7.3564810 2.7748608 10.8403532 8.0143280 7.4409879 11.3696015 2.4122938 9.8652687 NA 8.5591335 11.1631187 1.4122938 11.1530366 10.1494187 8.0987927 NA 10.7002255 10.3805228 9.0111423 8.0664165 5.5238003 0.6049253 9.6328431 9.0735613 10.7476824 0.9268344 5.9799773 8.9602884 2.6049490 11.1969270 11.6305959 2.5118222 12.0130506 14.9543567 9.6837552 10.9862097 8.4675746 15.9710032 -0.3949798 8.4519945 10.4826048 5.0478786 8.2104166 8.2233226 3.6493280 2.5525984 11.6534241 10.8421471 10.0004713 11.0442487 6.8717242 1.6049253 9.5922012 8.8107304 8.1973941 8.8552357 9.8379576 10.7807986 6.5356751 13.6759805 -0.3949798 -0.3949798 3.1284914 10.2173450 7.9536651 9.3944708 10.7062563 5.2631471 -1.3951696 8.5356747 9.0100788 10.8843882 6.8095083 10.3652413 8.2613620 NA 2.1898878 NA 12.2115738 8.2738222 9.8198634 3.8903397 9.6656331 8.0100788 7.8313497 11.3981341 9.9464560 3.9268629 6.6493309 5.5822158 9.3522911 NA NA 7.7444888 9.6561461 10.6074006 8.6077523 11.2577822 9.1450652 10.3714661 1.1899194 9.7779897 8.8646805 10.5911952 4.5118285 9.7115001 5.8046086 NA 7.9336122 13.3642012 1.9268724 6.0227895 13.1233445 8.7761139 4.1284996 6.8528653 11.4439441 11.1045340 9.6750582 11.0074163 11.2475057 10.5968133 9.1196513 8.4551242 11.8826605 10.5419431 8.9065248 4.5118285 2.0643655 0.6049253 1.6049253 9.8186490 10.1959920 9.1284991 8.0416487 9.1539806 12.3207920 4.4629161 8.4660242 5.3191844 11.4576617 10.9181037 9.2094904 6.2631490 11.6510381 11.9988639 11.5604055 8.8600248 2.4826934 9.9431164 10.1556840 11.5091955 8.3548065 11.0364348 10.5084425 9.0633438 10.0847175 2.4122938 1.7748819 5.5591338 8.4829882 11.2157314 12.7357780 9.9499876 3.1899036 11.8046095 9.2496947 10.9029998 6.8857086 9.9058617 10.4094716 11.9551858 10.3518713 5.4875796 3.6493280 8.0705036 7.4722156 9.9279920 9.2966806 10.5466047 8.8682065 7.3430293 10.1445808 8.2826566 0.9268344 5.2631471 2.7748608 2.0643655 3.3598304 -0.3949798 11.2036876 5.7546844 5.5474529 8.9151067 5.4688765 NA 10.6777397 10.1392401 11.3166042 11.5037275 9.2791295 9.9797484 7.0198342 10.7316416 10.9969862 10.8848379 10.1866085 10.5689170 -0.3949798 8.4155090 2.0643655 10.0301531 8.9745345 9.0248972 9.3862969 13.5220761 14.0115076 -1.3951696 10.2577822 9.8623251 NA 5.0273399 9.0602644 -1.3951696 NA 7.7212811 8.1265377 14.1099734 10.6593109 8.8705521 9.8451323 10.7351860 11.2740437 8.7848462 9.2662433 11.7064205 0.9268344 2.6049490 9.6217455 9.8415494 7.7029692 3.3598304 11.2290472 10.0997928 10.6359492 9.7729824 6.2342944 10.0364348 8.2196472 5.2917177 10.2085636 0.0027076 0.0027076 0.0181760 0.0095212 -0.0019758 0.6772500 -0.0093332 -0.0211640 -0.0480540 -0.0480540 -0.0480540 -0.0595210 -0.0112640 0.0027076 0.0027076 -0.0022179 -0.7511100 -0.7511100 -0.7511100 -0.7511100 0.0181760 0.0095212 -0.7448600 -0.0093332 0.0035406 0.0035406 -0.0211640 0.0060419 0.0032629 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 8.936974 11.542863 9.534935 10.287932 8.913276 11.513330 2.412294 2.305387 7.816826 4.692399 11.830295 8.349569 7.315744 7.855117 8.626653 9.294935 11.423320 6.852865 10.627652 7.726471 9.111741 8.922033 9.399077 8.174793 7.189900 10.870845 13.340440 9.5459848 10.3907984 NA 9.2826569 8.2844174 10.4833713 10.3858870 11.1861378 8.2178055 9.5978755 8.0374789 9.7959964 8.1245737 6.5297491 8.8046096 6.5238003 3.7342219 7.9514508 9.7978465 13.2368532 10.3447178 12.1916597 6.7384909 8.2251568 10.8418483 15.7135944 11.7446484 13.0634079 10.5035386 NA 11.6005277 9.2835373 10.6140660 8.9064334 9.2094904 10.3751881 9.8493011 11.3977275 11.6980246 0.9268344 6.8810613 13.4812632 11.5377056 9.2297326 7.8143908 9.6098598 -1.3951696 11.5459848 -0.3949798 12.5260343 11.3573241 11.0525371 10.871724 9.871724 7.092777 7.638360 9.321757 8.892650 5.535674 12.218446 1.604925 13.231730 12.289138 8.476843 9.067920 10.293625 4.189904 NA 8.259573 7.248794 9.142156 9.548917 11.017242 12.345983 9.357318 -1.395170 9.979977 7.499755 9.007949 10.764493 10.176690 3.511822 10.286615 2.692405 7.697695 9.128499 4.487583 11.215731 11.384657 NA 12.876838 12.209838 10.721281 10.144581 7.052020 10.847516 10.217806 12.775443 10.717615 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 2 3 4 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 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 4 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 1.595286e-06 3.468013e-07 0.3431235 10.9136106 10.5614838 10.2614886 -1.2419527 9.7432903 9.3215372 -0.2417821 2.1559759 5.5263443 7.8848641 10.2293269 5.1675506 7.8429681 11.1638332 12.0645064 9.0562223 10.9293366 12.7009492 5.9380693 8.9905808 9.1749574 10.1402434 10.0325380 7.1157116 7.5130469 7.5525753 7.9479846 8.9205512 12.3572765 8.3248039 7.6067827 0.3431235 -1.2419527 10.7929588 10.1079939 4.3127523 7.4655191 3.0800948 9.6560052 9.4766927 11.5000481 8.9417953 4.8456205 10.5378792 9.8073277 10.7397271 10.0296228 2.6650516 13.8034502 NA 8.2718874 11.2219396 2.9280860 10.4033679 9.8229025 7.9504527 1.3431235 10.4846036 10.5338812 9.0550761 7.3089069 5.0800863 -0.2417821 9.9602836 8.4758364 9.9293367 -0.2417821 4.6408002 9.5711392 4.3431235 9.8289516 12.4254932 4.6408002 12.4481469 15.4387528 10.2369294 11.1617045 10.6060002 16.0960169 NA 7.7693870 8.7239442 4.9869797 6.8561914 8.0619403 7.2459995 3.1621133 11.0205483 11.1862583 11.0022263 5.5910510 1.3431235 2.9280860 9.6755319 9.9467487 7.9280848 8.6083465 9.9262051 10.0823404 7.3165802 13.6796754 0.7581326 1.3431235 4.7581592 10.5029937 8.6947977 8.9541472 11.9042511 -1.2419527 2.3431235 10.7390134 7.7210561 10.7823368 11.2624823 10.6242796 7.8771007 0.3431235 6.1844251 NA 10.1222944 8.2500127 9.9541472 0.3431235 9.5926308 10.3552813 7.4163711 12.0306438 9.9959672 3.9280860 8.3673387 3.7123537 9.2359180 0.7581326 -0.2417821 8.1135109 10.0539287 10.2283103 9.0307896 9.7915828 9.8396433 10.1467153 -1.2419527 9.7167125 8.3984047 8.8588221 3.5130485 10.2992565 7.3617859 -0.2417821 8.0481784 13.8169126 4.0800863 2.4585920 8.3318069 8.8107278 3.2817279 7.5395194 10.9618137 10.8188558 10.2634752 11.3280154 11.7201828 10.9636477 9.0710429 7.7382997 10.5008903 10.6881579 9.1863106 5.3431235 9.5329469 NA -1.2419527 9.4507754 9.5321231 9.7832993 7.8323014 10.4473060 13.2667593 6.6408031 9.6829723 6.9129779 12.5184639 8.7860657 9.2718874 5.4860804 11.3972744 12.8657039 11.6175005 8.8884087 2.7030121 9.9553765 9.8607917 11.0258243 9.5427947 9.7447129 9.2748447 8.4393983 10.4261583 9.1002345 9.3384184 7.5493226 7.3728694 10.8522375 8.4673296 6.8980693 4.2817205 10.8439642 9.2318656 11.6095185 8.6161408 10.3952374 10.0060873 12.1130979 9.9243229 8.6484241 NA 11.2968337 8.0179030 9.1277571 8.7581599 11.0670307 8.7957069 8.9700481 10.0476025 8.0868347 2.0800777 6.0342840 4.9280860 3.3383103 3.6161459 0.3431235 10.4848038 5.7239435 6.1504764 10.9648568 6.8097488 0.7581326 11.3975005 10.1781200 11.0217225 11.8566854 7.8134420 9.8376446 5.5547822 10.2699125 12.2156690 10.5395195 9.3617861 10.8871208 NA 8.2836806 -1.2419527 9.7261066 9.5263441 8.6331413 9.7630825 13.8777494 13.3917227 7.4341169 10.7905500 10.0744413 1.3431235 4.8242485 7.3204025 NA -1.2419527 7.8134420 8.1024555 14.8067318 10.8428121 8.6161408 9.3956903 9.7588641 11.6599695 8.6067827 8.5533390 10.5562265 2.5655241 2.2176030 9.9498359 10.6514614 7.8535566 6.4996275 11.3239759 9.3213561 10.7174373 9.9343579 8.5329469 11.9564514 6.7065264 4.8791764 9.8842189 -0.0193140 -0.0193140 0.0190960 -0.0216470 0.0804560 -0.0275350 0.0182430 -0.0370820 -0.0365380 -0.0365380 -0.0365380 -0.0445440 -0.0193140 -0.0193140 -0.0116110 0.0118180 -0.8609700 -0.8483100 0.0266540 0.0266540 0.0266540 -0.0216470 0.0093098 -0.8687600 0.0000000 0.0000000 -0.0378530 -0.0056492 -0.0168410 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 11.306970 11.536442 12.412124 10.984572 9.635444 11.858001 4.986980 1.565500 7.071043 3.513049 13.055649 8.608691 11.250013 10.659690 8.040113 8.425271 12.066783 6.098009 10.685567 10.222195 8.022603 9.033982 9.644405 7.935579 6.871902 11.323262 14.862062 11.4325728 10.3627130 0.3431235 9.0470260 7.7094444 10.1812758 9.8046018 12.1987695 8.3728698 9.7560449 7.8535566 10.2743523 6.7239435 6.6888965 9.9218096 6.5460625 6.1927879 9.1633012 8.5783387 14.5577703 10.4305851 11.7138097 8.3225380 10.5284107 12.9586753 17.5046020 11.9405542 13.3996471 10.9785382 2.9280860 10.6400386 9.1686112 10.6323727 8.7496817 9.2718874 9.3765452 10.0579402 9.5411580 11.1707270 3.0060825 6.7181616 14.7888731 10.4869306 9.8086888 6.4516463 9.1222946 1.9280860 11.0960604 -1.2419527 12.8383111 11.4318929 11.4382996 11.1638332 10.1402434 6.2257646 9.7043351 8.6269822 9.9399332 7.4655191 12.6343669 2.2176030 14.7974430 13.1148181 8.9516851 8.0719498 9.6012958 3.9280860 1.3431235 10.0985663 8.3468745 9.7138097 9.8521122 11.1810130 10.5683297 10.3021583 -0.2417821 9.8356432 7.5163832 9.1854726 12.5117944 9.8822811 3.8456205 9.8777495 3.5130485 7.3543499 9.7832993 2.5655241 10.8522375 10.6706749 NA 12.9863021 13.0267749 10.1854726 10.0476025 8.7637844 11.3548155 10.6609118 10.6247394 10.7418055 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 1 NA 1 3 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 10.5559219 6.9244622 -0.2135709 1.0997665 6.4012072 8.3139741 10.1478928 4.1788182 9.5228991 10.9561091 11.7150156 9.7341341 10.8168194 12.5464894 6.6933880 8.8699766 9.4094641 10.1653339 10.4942877 8.1958879 7.6963903 7.0104990 9.3993657 9.2612172 12.6247823 8.3657376 7.4447085 -0.2135709 NA 10.8243873 10.0356106 5.7977238 8.1550039 4.2127639 8.7522816 9.9657843 10.5719496 8.7907176 0.3715031 10.4825953 9.4500553 7.9812539 9.7843823 4.5678557 10.6721935 NA 7.8579599 11.2431083 2.5938557 10.7584000 10.1857751 7.9688914 NA 10.5657733 10.6798669 9.0556238 8.0201171 4.5144190 NA 9.3496935 9.0008164 10.5075964 3.1788102 6.1958889 8.7850875 1.3714473 11.4556037 7.7231353 3.9959548 11.6824321 11.5369948 9.8785935 10.1235616 9.6926362 16.5938458 -1.2135709 8.2418245 9.3695799 5.3410856 7.4834643 8.2438780 5.9959503 3.8348224 11.3415656 11.3965993 9.8659819 10.5190887 0.3715031 NA 10.1985377 8.7348644 8.0718994 8.5890136 10.5653956 10.5625189 7.0485915 13.8917919 1.1084241 0.3715031 4.7172322 10.5392959 7.0056661 9.2159040 10.6744793 0.7865127 -0.2135709 8.5792876 8.8390652 11.0793019 8.7991216 10.1647921 8.4067169 NA 4.7172322 NA 12.1817635 9.0799687 10.0608753 3.3100638 9.0008164 9.1307932 7.5313308 11.7222148 9.4869370 2.6933866 6.2294399 3.5413785 8.4869368 NA NA 8.7580406 10.1218875 10.4786768 8.6050794 10.9349738 10.0385712 10.4786768 0.3715031 10.1879101 9.7998199 8.3178788 3.0344270 9.8130207 7.9132018 -1.2135709 9.5161180 13.7566031 2.2459215 9.9855561 12.1666876 9.5711320 3.3714613 7.5579867 11.3021970 10.6174084 9.9576739 11.1445989 11.1579907 11.0314556 9.5084508 8.4375490 9.7421471 10.9648508 9.2711287 3.0344270 1.5938318 NA NA 9.3817547 11.3558781 9.1319025 8.4375490 10.5429200 11.6296331 6.7580406 9.9164241 6.6752401 12.0086883 10.2748395 8.1263472 6.5279649 11.6018805 12.8011280 11.5397139 9.0338194 2.4315160 10.2252890 9.9557959 11.8830476 8.4938562 10.1696615 10.1506319 8.7709156 10.4540523 2.6933866 0.7865127 6.3178793 8.4817256 10.6209682 9.2786509 8.5385432 3.9157790 11.3632177 8.9539153 10.6050793 9.8865024 10.5093047 10.0724773 11.9471565 9.8865024 8.1766663 2.5938557 9.5186646 6.9664062 10.1990670 8.5890136 11.0026974 8.9750862 8.4085488 10.0491793 8.2863429 0.7865127 7.3256562 1.1084241 4.0718999 3.8739608 -0.2135709 10.4808551 5.7977238 6.1702015 10.5237868 5.8368911 1.1084241 11.0353143 10.4303533 11.4388940 12.1900419 8.7406935 8.5925150 6.7140380 10.0643657 11.3742747 10.8907683 9.8171643 10.5033166 -0.2135709 8.2356457 -1.2135709 9.8247303 8.6209683 8.5727669 10.0290758 12.9098103 14.3958202 6.9106187 10.5509541 10.3854801 -0.2135709 4.3410891 8.1788147 -1.2135709 NA 7.0579603 7.3100592 14.5248798 10.9090081 7.5612841 9.5662166 10.4172193 11.3651057 8.3733372 8.8084764 10.5894174 2.4869460 1.5938318 9.6888724 9.6721935 7.2169495 5.9054376 11.3178786 9.9626703 10.3961376 10.0353557 8.1218873 11.0435903 6.9311559 5.7774513 10.2111884 0.0080939 0.0080939 0.0296990 0.0218840 0.0058309 -0.0048461 0.0144700 -0.0139530 -0.1160000 -0.1160000 -0.1160000 -0.1160000 -0.0033067 -0.0033067 0.0091705 0.0000000 -0.8055100 -0.8055100 -0.8055100 -0.8055100 0.0335490 0.0218840 -0.8031000 -0.8657000 0.0066653 0.0066653 -0.0181890 0.0125160 -0.0026322 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 -0.812 -0.812 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 -0.812 -0.812 0.000 0.000 -0.780 0.000 0.000 0.000 -0.116 -0.116 10.852250 11.531331 11.927487 10.377084 8.972611 11.645449 3.873961 1.371447 7.803305 4.371461 12.304044 8.574775 11.835665 9.093960 8.279412 8.067268 12.600178 7.081118 10.287837 8.762345 8.430353 8.206205 9.527636 7.557987 7.221125 11.360854 13.551939 10.1836370 10.4994540 NA 9.1396439 6.8144030 9.4240277 10.3382054 11.2748395 8.6319871 9.5678569 7.2211250 9.9701325 6.7808507 7.9463683 9.2843489 6.1084262 6.6752401 8.9488884 9.0213145 12.7408753 10.6351202 12.1176941 7.8275542 10.8088650 11.4747475 16.6614965 11.3198269 13.1055342 10.6102625 0.7865127 11.6178044 10.4686140 10.7153857 8.8212963 8.1263472 9.2933006 10.0678477 9.1517259 11.0547467 1.9564284 6.1352250 14.3894390 10.6241251 9.3188530 7.5480482 10.5084508 -0.2135709 10.8144032 NA 12.3882680 11.1448297 10.8901129 10.9561091 10.1653339 5.3864109 7.4411332 9.1106777 8.9476290 5.9260492 12.1459530 1.7865127 12.9876256 12.0972519 8.7566030 8.8226295 9.8732969 2.3714473 0.3715031 9.0902779 8.2642554 9.4420278 9.1745145 10.4509445 10.6335545 10.2581724 1.9564284 9.8572890 8.1016469 8.5662166 10.6006791 9.9688915 1.7865127 9.9254089 9.0356107 6.5346904 9.1319025 3.3100638 10.6209682 10.2515533 1.5938318 13.0310840 12.5154806 10.4562681 10.0491793 7.6193873 10.8756166 10.2377083 13.1447569 10.1030955 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 1 NA 1 3 1 1 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.8162425 4.2019710 9.6335974 8.6389358 9.9455970 10.8684469 8.2091697 9.5630408 6.8845479 9.1682203 9.3271295 12.5802259 7.9261442 5.9675099 -0.4418303 -1.4418303 9.6983090 9.9073994 4.2585566 7.1165384 3.2019788 8.6322595 9.6718604 10.2060263 7.3229899 2.2585491 10.6551627 9.6854677 4.2019710 10.8001013 7.6718602 10.8624695 NA 7.5064853 10.7482515 2.6455864 11.3519247 10.0958220 7.6874009 0.8800194 10.9135822 10.3113099 9.1150075 7.6535151 6.9156703 0.8800194 8.8237331 7.9309833 10.5386148 -1.4418303 6.6188142 8.5637427 2.8060559 10.4548290 9.5853331 5.9504358 11.0465784 14.2935420 9.1001827 10.9677743 10.8890350 16.6494193 1.1430668 8.5382576 9.7911386 4.6242062 7.7577907 8.6362690 7.1279737 3.0441843 11.6636994 11.2583411 9.9189653 7.7626896 3.9843797 2.2585491 9.3743018 8.0659126 8.0257237 9.8048588 9.4851553 10.3058915 6.5006332 12.7003848 -0.4418303 0.5580717 5.9759717 10.1016334 7.6429268 8.6201645 10.5257047 -0.4418303 4.7280457 9.8772257 7.3229899 11.6205810 7.6744621 10.6584520 8.4680114 NA 4.0175478 NA 11.4523675 7.7821196 9.4821884 3.5123154 9.2775071 7.4407612 7.2270036 10.2957881 8.7590166 1.1430668 7.7405127 2.6455864 8.3378377 0.1431322 NA 8.6627168 8.9728035 10.6110258 8.1874748 8.6482307 9.2437431 10.9170440 3.9843797 10.5436044 7.0216430 8.9233471 2.7280511 9.2091699 5.2723629 NA 8.7977166 14.6968100 6.0895003 4.0816805 12.4491424 8.5310980 3.5581207 6.1874748 11.6890105 10.8735508 9.2766511 10.4407612 12.2248548 11.2419901 8.3751020 9.2550857 9.2454938 10.8322051 9.2474785 7.0010613 0.8800194 -1.4418303 -1.4418303 9.1174953 9.0226638 9.5581182 8.0992147 9.9268701 10.1589603 4.2305412 9.8951825 6.6666430 12.2517140 9.9418225 9.3830770 3.7675701 11.4061542 12.3357845 10.8484251 9.4919120 3.0709732 10.1915676 9.7485602 12.1866776 9.4246244 10.5936047 9.3320815 8.8481372 7.4799589 2.0175656 9.7116702 7.0738181 8.5567087 11.0948511 12.5522992 8.9978659 4.8979664 11.7914383 9.0124175 10.4118176 7.4769811 10.1035653 10.5053898 12.2357277 9.8481370 6.7027767 2.7280511 9.4873766 6.9418223 9.6215133 9.4176530 11.0323108 9.2109633 7.9611302 9.8901547 7.7305455 1.8800586 7.7772869 3.6025163 2.6455864 3.7675701 1.1430668 10.6475687 7.4223045 7.2928278 11.0353477 7.5365713 NA 9.9722749 10.2598579 11.1310552 10.7645221 8.7845305 8.4145436 5.5252859 10.9608638 11.2902856 10.7302331 10.2502977 11.0715991 -0.4418303 7.8202128 NA 10.2494255 9.6482307 8.8834238 9.1194062 14.2174452 14.9307112 2.0175656 11.9086430 9.9288056 -0.4418303 5.0315805 8.8868269 2.0175656 NA 6.3910081 6.6402666 15.6588524 9.1011500 8.2757944 8.9145702 9.8078242 11.8006969 7.4888556 8.9603310 10.8831425 0.5580717 2.1430668 9.1956488 9.7971200 7.7230254 4.7479405 11.2594246 9.2877389 11.2594246 9.6488923 8.6770593 10.3674844 7.3196694 3.7280402 9.9927465 0.51228000 0.51228000 0.52258000 -0.00553750 0.01544700 0.05281000 -0.00249380 -0.01670400 -0.02520900 -0.02024200 -0.04232600 -0.00954050 0.01098200 0.00832840 -0.54613000 -0.00060867 -0.54108000 -0.54108000 -0.54108000 -0.54108000 -0.54108000 -0.00553750 -0.00013862 -0.00249380 0.00291330 0.00291330 -0.54348000 0.00014434 0.00083195 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 -0.019 0.523 0.000 0.000 0.000 0.000 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 -0.019 0.523 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.151276 11.844820 11.257907 10.569695 9.373501 11.502647 3.558121 3.017548 7.458985 3.728040 12.746243 8.952677 9.471008 7.094210 8.086181 9.004168 11.162903 6.871001 10.394563 9.558118 8.723025 8.317657 10.345029 8.661406 7.728043 10.958998 13.539284 10.1393188 11.1510424 -0.4418303 9.4384669 7.3361950 10.8380189 10.7352262 11.4879314 9.6790041 9.5790981 7.3196694 9.3188381 5.6874023 9.0924210 8.8481372 7.3263027 6.6402666 9.7072302 9.0579641 13.7005045 9.2953656 11.5395071 6.3768287 10.8968546 12.4362649 16.1423981 11.6563148 14.2518229 10.3914036 1.1430668 10.7690938 9.9552580 10.2881637 8.6796518 9.3830770 9.6861125 10.1983631 10.3320815 11.7951772 2.4650080 4.2305412 15.2784921 11.7283563 9.5567086 7.2019739 10.4008614 0.5580717 11.9142950 NA 13.2549771 11.2526350 11.1861080 10.6292453 9.9455970 5.5468019 6.3460208 8.6574660 8.6322595 5.8979689 12.9944361 0.8800194 13.8473806 11.6623893 8.2428668 10.2308618 9.3614420 5.2305450 -0.4418303 9.6174627 8.7230250 10.0328381 9.9859077 10.9565947 11.9001928 11.4224978 0.8800194 9.9472117 8.3443878 8.9057396 10.8368580 9.2323104 3.6025163 10.3067303 10.8636100 8.8249047 9.5581182 3.2585641 11.0948511 11.3502984 NA 13.7567167 12.3588159 10.6379363 9.8901547 7.5353983 10.4075232 10.6951093 11.8709005 11.1022688 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 1 NA 1 1 2 3 2 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 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 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 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7.98271071 6.47840561 NA 10.02666770 8.78386946 10.52434964 1.14619901 6.76511965 9.18904149 0.92379573 11.23896678 10.97909961 4.12021092 13.64484872 9.41232680 9.99527958 10.79109596 9.84565815 15.67236822 NA 8.25771783 10.30138930 5.55802267 7.29013960 7.99706598 6.27549320 2.15237815 11.74479390 10.89607904 10.00906831 10.09039881 4.33885224 1.50878358 9.83820237 8.24574521 7.97909989 9.27916830 9.97683803 9.93504450 7.31899464 12.91202848 2.14619901 -0.66109073 3.09374608 10.26218213 7.53607156 9.16699130 10.57337282 4.17174325 NA 9.56947571 7.75670709 10.83185698 7.70079827 10.68702954 7.92193731 -0.66109073 3.58677675 NA 11.97479948 8.05824343 10.02797910 6.83870096 9.78283428 7.77764656 7.79418190 11.49951402 10.10786595 3.09374608 7.40494398 4.96821059 9.17490497 -0.66109073 -0.07612823 8.33603429 9.62483474 10.49556986 8.69089824 10.64548606 9.83820237 10.61497913 4.44738083 10.21383608 7.56767321 9.12194296 4.91507626 10.09624472 7.17490472 NA 8.97366580 13.66791520 4.87801412 10.34202121 11.45795794 7.93131194 4.36122093 7.46555906 10.15903360 11.31362776 9.44868542 11.21958614 11.23887049 10.52342013 9.99169969 8.35983476 10.60915001 10.66809040 8.87513099 1.66079174 1.33885224 -0.07612823 -1.66109073 9.57725943 10.57456978 9.94016117 7.87412992 9.59183348 9.08956171 5.36122093 9.09791071 9.12757293 11.49034695 9.56044175 9.36537803 6.39413682 11.55484264 11.87570896 10.42863623 8.56266334 2.66725634 10.07059796 10.11528768 11.19391783 9.08200610 10.71389416 10.10903950 9.64833098 10.09248932 2.86241172 9.36191593 6.62887418 8.80442114 11.04750751 10.08078502 8.27941790 3.14621531 11.46733242 9.27106938 11.21786351 8.94248108 10.17648260 10.18081211 12.09739023 9.25771783 6.30463881 0.92379573 8.87023617 7.88960131 9.89631833 8.39549258 10.91170649 8.85553972 7.41031736 10.49904122 8.42366304 2.03927880 6.44737918 4.38324809 4.24574664 3.69640563 2.42631844 10.73920046 7.15583827 6.01833373 9.92520667 6.28587749 0.92379573 10.76197060 10.54830801 11.40309220 11.72525611 7.92381712 10.07390296 6.16927564 10.13164504 11.28081930 10.47006856 9.87558764 11.80875085 -0.66109073 7.84466623 0.33890927 10.21537161 8.85258225 8.21690539 9.31827978 12.98956989 14.26422368 0.66074611 11.27162310 9.98361229 -0.07612823 3.58677675 8.40414954 1.66079174 NA 8.11528768 7.83670684 14.57258670 10.84772403 9.03582210 9.49113959 9.90823558 12.07673578 9.09707796 9.05836331 10.74160029 -1.66109073 2.58678876 8.88285302 10.01437078 7.98631308 4.81458631 11.32220460 10.07863532 11.12736915 10.08116411 7.84466623 10.89512120 7.41855260 6.19615062 9.47584588 0.00763920 0.00194180 0.00235810 -0.00802440 0.50776000 -0.01202400 -0.00636680 -0.01243800 0.00110930 0.00110930 0.00110930 0.00110930 0.00763920 0.00763920 -0.00153540 0.00000000 -0.53327000 -0.53327000 0.00235810 0.00235810 0.00235810 -0.00802440 -0.00811870 -0.00581400 -0.02726700 0.00750000 -0.01243800 -0.00235530 -0.00013862 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.057388 11.297226 12.267095 9.879951 9.630025 12.253520 3.196843 3.548313 7.053100 6.310398 12.723166 8.446190 5.938768 8.641391 8.698549 8.854555 11.713079 7.028853 10.960678 8.682041 8.688689 7.832870 9.427749 7.665284 6.842681 10.847640 13.165354 10.1937231 10.8441700 -1.6610907 9.1717448 8.1843448 9.9143940 9.7849041 11.7585516 9.0305982 9.9704864 8.2107600 10.0068533 7.5531739 7.4860595 9.1478188 7.5628560 6.1397539 8.6460553 9.4771264 12.9003813 10.6041767 12.4511313 7.6240716 10.4607120 9.9988506 16.1064572 12.0065207 13.8948517 11.1066254 1.9238338 11.3767448 11.1189843 11.1012367 9.2130675 9.3653780 9.3941370 9.8377039 11.8964381 11.5808363 3.5483133 6.1070392 14.3569251 10.8946421 10.4649138 6.5237297 9.1717448 NA 11.5876718 -0.6610907 12.6074698 11.7887578 11.0203127 11.2313975 10.2045880 6.8663319 7.4681377 8.2606956 9.4183394 5.9461858 12.7225198 1.7982994 13.9179349 12.2848471 8.9554035 9.3006081 9.6848144 6.7776459 -0.6610907 10.1804190 8.4886018 9.5212490 9.9677057 10.2886814 12.9784780 10.6700516 1.9238338 10.3293132 7.7290238 8.8673087 11.8219147 10.4645910 4.5286776 10.3511301 5.0112809 7.9369070 9.9401612 5.1462112 11.0475075 10.7300982 NA 12.8409406 12.4177560 10.2658918 10.4990412 7.3722774 10.6271441 10.8105299 12.1015097 10.6430805 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 1 2 3 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 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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 1.144444e-06 4.855218e-07 NA 10.9735010 9.8168728 8.0436704 5.4536723 10.2326455 7.2925609 NA 1.5880370 5.5605866 8.8483898 10.0665280 4.4836288 8.4934732 10.6780451 12.1703180 10.5912905 10.8768838 12.0137245 4.2006927 9.5878473 9.1067804 10.4359081 10.4919391 8.9855445 8.5734116 7.5298155 9.2230595 8.9724012 11.0708508 8.5298869 6.8055543 NA NA 10.5381649 10.3140865 6.1825433 8.1361514 3.7200705 8.2853227 9.5763103 10.3358023 7.0882169 4.1011542 11.3647605 9.2399763 9.0636388 11.4498841 6.7491279 10.3990547 NA 8.5262218 10.9646785 3.2480034 11.8619947 10.5722505 7.6946803 -1.7060410 10.3176177 10.5430182 8.7617121 8.2810648 5.9520120 NA 9.9163105 8.6258374 10.7608971 0.8787646 7.1641658 9.5322057 3.4230806 10.9615778 8.8242075 5.0217196 10.7095216 12.3410954 9.9185964 10.8574739 9.1687824 16.0505463 -0.1212354 8.6055492 9.7486144 5.4536723 7.1266911 8.0335816 6.5226192 2.5895238 11.4506741 11.6684330 10.2297027 9.2732261 4.3161675 1.9942539 9.8946432 8.2156417 8.3299748 8.8740595 10.5144816 10.3891980 6.9011312 13.7642375 1.7532194 -1.7060410 5.3381962 10.4520951 7.8955716 9.1517820 10.5841079 2.3812557 NA 9.3217069 7.8173630 10.2609264 8.1595343 10.9846720 8.4624732 -1.7060410 4.6157282 -0.7062764 12.1593410 8.9367551 9.6191065 5.4230840 9.2782194 7.3571957 8.0166083 11.1095845 8.7232077 3.5792043 6.9085103 3.2006927 8.9484370 NA -1.7060410 8.3422881 9.9098904 10.0297800 8.1408584 10.4023255 9.5722504 10.0407352 0.6156988 9.9894643 9.4422775 9.4524107 4.1958751 10.0127620 5.7856552 -1.7060410 8.2994256 13.4954272 3.6157341 8.8731171 12.5245720 9.2044437 4.4836288 6.7976265 10.1310347 10.6342075 10.1447691 10.9589148 11.0895444 10.7187546 9.9475418 8.9537969 10.9342719 10.7682675 9.2722899 4.2710820 -0.7062764 -0.1212354 -1.7060410 9.4799152 11.2879776 9.2916862 7.9322372 8.8785476 8.8881256 4.8937117 8.5952970 6.5838199 11.9504493 9.7542569 8.7916529 6.6989421 11.2421683 12.1982475 11.5700709 8.9299635 2.5523279 10.2447213 9.9479894 11.5325043 9.1772080 10.6863868 9.1595343 9.3712844 11.3393901 1.4637271 8.4885580 6.8862575 7.7179670 10.9961901 7.7841905 8.7157712 3.7856552 11.1724268 8.3878786 11.1195549 9.1710852 10.1119837 9.9890293 11.7547688 9.3852365 7.1946682 NA 8.4384592 7.2066901 10.1733843 8.5069054 10.8520041 8.9213349 7.8035758 9.9728413 8.4995944 2.3812557 7.3706168 4.5032533 1.8787646 3.7200705 0.6156988 11.0131898 5.4536723 6.5884223 9.4062405 5.9503681 0.2938413 11.2008794 10.2689325 11.1109845 11.9055175 9.1741497 9.2267539 6.2154631 10.6439115 11.5705070 10.6491521 9.6882638 10.8390068 1.4637271 8.3517926 -1.7060410 10.0200192 8.7715591 8.9942408 10.3729524 13.9800827 14.1271606 2.6861195 10.8848558 10.1502266 -0.7062764 3.7856552 8.2407074 1.7532194 1.9942539 7.4983722 7.6066843 14.0419152 10.6392783 8.5044722 9.8353817 10.1733843 11.4934734 8.6731794 9.1281771 10.6775053 2.6861195 3.6513502 9.9671101 9.4755744 7.9573592 4.5605866 11.4716877 9.5075128 10.9011313 9.9465116 7.5998630 10.7134979 6.9448526 5.0368857 10.2454500 0.1845000 0.1845000 0.0107030 0.0083554 0.5652200 -0.0100940 -0.0037395 -0.0174550 -0.0283550 -0.0247980 -0.0247980 -0.0127130 -0.0620180 -0.0620180 0.1845000 0.0063871 -0.6073200 -0.5716000 -0.5727000 -0.5727000 0.0107030 0.0083351 -0.5811700 -0.0056360 0.5551400 0.5551400 -0.0116110 0.0056919 -0.5512600 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 10.270365 11.536231 10.781139 10.065703 9.461846 11.498066 6.343649 2.686119 7.799613 4.703189 12.352807 8.747360 8.181022 7.268302 8.128730 8.873117 11.216571 6.253802 10.429831 8.686118 8.115575 8.880331 9.520526 7.722161 7.245086 10.890224 12.928896 9.9448527 10.6021400 -1.7060410 8.2796431 7.0486885 10.0440893 10.2624678 11.1439878 8.6796634 9.5687614 7.6818182 9.6123438 7.3732854 7.5345924 9.3237783 5.7116546 5.3490821 9.0225720 9.5196109 13.1799739 10.0817035 12.3953664 7.0000902 9.8237196 11.2588638 15.7716304 11.4489355 13.2486789 10.9598030 -0.7062764 11.5084237 10.4413239 10.3639220 9.1494481 8.7916529 8.9933735 10.2552507 10.9149371 11.2276760 5.9591372 7.0520246 13.7782353 11.4464027 9.4916321 7.0080465 9.0718782 -1.7060410 10.7700409 NA 12.7917776 11.2463494 10.5930091 10.6780451 10.4359081 6.8483901 7.6491520 8.8560436 8.9213349 6.3217063 12.4408159 1.8787646 13.2381013 12.3369138 8.3852365 8.2944066 10.1576001 7.5792035 -0.7062764 8.7137611 7.9626861 9.2494510 9.3470482 10.8953397 12.0564945 10.1517820 1.6157459 9.3865581 7.7095429 8.8778240 10.5473530 9.7583468 3.5792043 10.5202132 5.3050293 6.0486896 9.2916862 4.6513502 10.9961901 10.9283852 NA 12.3618235 12.2241688 10.2289661 9.9728413 7.6179816 10.7896561 10.1772080 12.4942483 10.5285107 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 1 NA 4 2 1 1 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.43401296 10.93652075 9.62612625 7.34418315 5.78527328 10.32516174 6.00888349 NA -0.02796912 5.50861880 8.27000933 10.36660133 4.65357026 7.81403316 10.79342091 11.70405757 9.34089291 10.69216493 11.92571813 3.61049928 9.76024707 9.26567833 10.30039203 10.16926850 8.13406175 9.14636451 8.81745794 8.89141129 9.05193514 11.36153673 7.94970184 6.82820124 -1.43401296 -1.43401296 10.10477983 10.73509124 4.67463013 8.08377502 2.81403765 8.47749763 9.49610378 10.78769291 6.75593041 2.73602032 10.22610170 9.35155832 7.71839040 10.51447303 7.79010735 10.73696976 NA 8.20454180 11.11781405 3.15106323 9.81046961 9.91261948 8.12643862 0.15107947 10.53763144 10.21356880 9.32880349 7.96271038 7.92585526 0.15107947 9.25872125 9.00281727 9.79612627 1.37345333 6.58291422 8.77921014 1.15107947 10.85439515 10.55727328 5.08966763 13.98075274 14.07442675 9.84977304 10.46432928 10.14306249 15.83356005 NA 8.71458245 9.92695284 4.58847479 8.24910018 8.02553770 7.86531385 2.52957111 11.77571150 10.72124029 9.96110439 9.86474129 3.52029652 3.85150920 9.34418293 9.39185964 8.15856273 8.69151916 9.95412316 10.54624539 6.63219550 13.41980524 -0.43381807 0.56608449 6.99237077 10.64191915 7.49388346 9.11203570 11.21648445 4.73603115 NA 9.54195384 9.93951472 10.30751801 8.13975291 10.37627573 8.13025548 NA 3.85150920 2.26654670 11.58639134 8.70821276 10.07142120 4.86988621 8.97973385 7.86760184 7.59677268 10.63320405 9.05394597 3.32099004 7.14353424 4.20996017 8.74974107 -1.43401296 NA 8.34418315 9.55479047 10.69956916 8.30925715 11.50237566 9.42641677 10.36619685 2.81403765 9.87955568 8.16415824 9.05604399 2.31243284 9.76822966 5.54338452 -1.43401296 8.14730619 14.08469751 4.49684579 10.59918462 11.02091919 8.88916047 3.95842511 7.15856324 10.74570398 10.81403332 9.74103142 11.35155827 11.31492759 10.82761311 9.38148909 9.51301199 10.44951278 10.59159144 8.65994596 5.73603115 3.08966763 -1.43401296 -0.43381807 9.45864858 11.21041279 9.71902442 7.91483417 9.46730455 11.69474463 6.53764862 9.98079107 9.55408037 11.94236689 9.98764475 8.95627479 5.30757424 11.68569544 12.16415830 11.51410796 8.90484232 2.61574586 9.54266994 10.08819686 11.03854284 9.21446338 10.44530615 9.88497057 8.98079107 10.42408680 1.56608449 9.55691888 7.32765683 9.20000918 11.13025528 10.67928796 8.17277001 4.12069200 11.39602673 9.20000918 10.90706859 8.82349367 10.06395762 10.36579215 12.03141712 9.97496632 7.31093991 NA 9.20091675 7.14353424 9.39106461 8.84223027 10.64895674 8.79131334 7.89478079 10.15716059 6.64825547 2.26654670 8.40057678 3.32099004 6.10503268 4.58847479 2.02552497 10.70021124 6.34089335 6.64825547 10.35074066 5.65356739 0.56608449 10.79101194 10.59297506 11.18334365 11.65423149 8.40215638 9.83836817 5.99111137 11.12189324 10.90845830 10.69860553 10.43145247 11.05218661 -0.43381807 8.30757288 -0.43381807 9.76270792 8.51884708 8.91372717 9.82820060 12.40786671 14.06214816 2.73602032 11.71934116 10.45598995 NA 4.90595735 7.80212018 -0.43381807 NA 6.99655823 7.56610581 14.38556145 10.78407262 8.00073412 10.03320190 9.83464786 11.94602563 8.62138817 8.91065682 11.68066153 3.65356453 0.88807105 9.39503559 9.74663658 8.26481038 5.30757424 11.00411791 9.69410015 10.64425666 9.89357427 8.03778084 11.22766125 7.73101281 5.20302100 10.47374765 0.00063949 0.00063949 0.00180300 -0.01422800 -0.00207840 0.69428000 -0.01477800 -0.01739100 0.02230900 0.03764100 0.01628800 0.01628800 0.01474900 0.00063949 0.00063949 -0.74535000 -0.73301000 -0.73301000 -0.73301000 -0.73512000 -0.73512000 -0.01422800 -0.01038900 -0.01546600 0.00000000 0.00000000 -0.01739100 0.66660000 -0.01505400 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 10.420585 11.606396 11.728182 10.402156 9.804511 10.519575 3.520297 2.473008 7.545903 2.266547 13.022974 8.848534 7.053945 9.209177 8.881165 8.907069 11.892395 6.958423 10.880406 9.240298 8.713311 8.085978 9.909625 8.395828 7.101381 10.738533 12.454659 10.0002127 10.6084492 0.1510795 9.0337112 7.0974875 10.1945514 10.7749498 11.1154092 9.0142222 9.5448163 7.1844916 10.0413327 7.3142986 6.8187713 9.1388060 7.2734646 6.7706771 9.3678142 9.2261017 12.8912707 10.3247455 12.6038244 7.2652615 10.8624485 11.0227169 15.3383559 11.8818215 13.7279463 10.8592900 -0.4338181 10.1886153 9.7559304 10.0743959 9.3830895 8.9562748 9.8953416 10.0644565 9.8462966 11.6031379 4.4487490 5.6953898 14.4131854 10.8618747 8.7284971 7.3989959 9.8445553 -1.4340130 11.4641403 -1.4340130 12.6556391 11.2478977 11.3720512 10.793421 10.300392 6.373460 7.568921 9.037781 8.744771 6.224318 13.016961 3.025543 13.561829 11.967919 8.804511 8.871176 9.868745 3.025543 NA 9.568218 8.602279 9.332635 10.345004 12.043105 11.025537 11.100652 1.888032 9.749741 8.089668 8.609133 12.249429 10.576634 3.888032 10.116853 5.347467 8.354008 9.719024 6.057959 11.130255 11.258721 NA 13.451564 12.171701 10.427193 10.157161 7.830548 10.152007 9.811064 11.331848 10.327221 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 2 NA 4 3 1 6 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.2239803 9.9116690 10.3420138 5.2353901 0.7759355 9.7111247 9.4602349 NA 1.3070204 4.4764011 8.2353915 8.9731764 0.7759355 7.6151632 9.9078166 10.4580765 6.3906694 8.3228543 12.5298032 4.2995231 8.3189915 7.3906694 10.9483872 11.4724926 7.5507468 10.4062268 6.6586028 6.7417434 9.2292303 6.7532395 9.0262581 1.3609261 NA NA 9.9483872 11.2896873 1.3609261 8.6768266 2.7759566 9.5207935 9.9370916 10.4737960 4.2995231 0.7759355 9.4359556 8.1422817 3.0978804 9.1068767 2.5833265 9.3590425 NA 9.8766221 11.2131916 2.3609261 10.0227003 10.1455571 7.9558690 NA 11.6582015 10.5439620 10.2486506 8.6370465 8.3980117 NA 8.0705804 7.2516935 10.1895876 -0.2239803 6.0047778 10.0967602 1.7759776 10.8210367 1.3609261 2.0978804 8.1364995 10.1001402 9.9817529 9.5800908 8.9358310 13.0804537 NA 7.6828507 8.5540370 5.0613615 8.8093826 7.9257069 4.6828486 2.5833265 12.7159062 13.1752377 9.6277088 4.0238852 3.2353901 2.5833265 10.3980116 8.4053164 9.0520841 8.6948231 11.5949413 9.4198159 6.2995213 13.7545808 2.0978804 -0.2239803 4.0978889 11.3581017 6.0047778 9.4198159 10.2240760 NA NA 4.2353901 6.9558684 9.7276962 7.4483848 10.8799031 7.9103861 -0.2239803 3.0978804 NA 12.0029739 9.9682525 10.5375110 3.4763946 11.9832792 8.1553379 7.6524765 10.6828503 7.9206178 2.3609261 4.5833145 2.0978804 10.1246879 2.9458886 9.1046347 9.8298855 11.0526657 11.2718147 8.4412955 10.7059578 10.4807280 10.7133336 6.9358310 9.7745502 7.2271712 7.7815840 2.3609261 9.6933319 7.7703130 2.0978804 -0.2239803 13.2212333 5.7759592 4.0238852 3.3609261 11.8571103 3.0978804 7.2353910 6.8739916 10.0613620 10.7660637 11.7657090 11.0011490 11.7826364 7.0705804 6.9657843 11.2374392 11.1537125 8.2435653 2.0978804 3.3609261 -0.2239803 NA 10.3980116 2.3609261 8.6888489 7.7983273 9.9649070 7.0047789 4.3609191 8.9975467 9.4850436 11.5719993 10.2486506 7.4125842 4.8634231 9.4589543 9.9295117 10.7482215 10.5134353 6.3847682 9.8673950 11.0882755 14.1235119 9.2617891 9.5573195 11.9799194 11.3721495 2.3609261 1.7759776 7.5573197 9.3053903 9.0774559 10.1280031 12.1195258 7.0918342 2.3609261 8.5375108 8.9483871 10.1682771 1.7759776 11.1650533 11.3362925 10.8581088 10.6813467 5.7759592 -0.2239803 8.9155110 4.5833145 10.3170563 8.3420138 11.6148721 10.3218895 7.9999617 9.6858527 5.9458839 0.7759355 7.7066970 3.8634231 NA 5.8844831 0.7759355 10.8447380 1.7759776 8.8687170 7.7301563 9.4957421 0.7759355 11.0227004 10.7913748 11.0520842 12.0259620 8.4483852 5.7532408 4.7996572 9.0978878 8.7417440 11.5333497 9.4571982 7.9257069 4.0978889 9.4536793 NA 10.7899802 6.1158094 9.6768266 11.1324117 10.7885843 14.1418720 -0.2239803 9.4162047 9.3209242 NA 3.9458886 3.6828542 NA NA 5.0978889 6.6463240 13.6191938 10.4089549 6.3758718 8.5408313 11.1318613 9.8554446 8.0047783 8.4936361 11.3832901 2.3609261 3.3609261 11.0745951 9.3646744 7.2189032 5.9458839 11.8169343 9.6230171 11.0321684 8.7388556 5.4483856 10.6017136 5.4198153 2.3609261 11.4112244 -0.81422000 -0.81422000 0.02689800 0.01876600 0.02409000 0.00093390 0.00259890 -0.83092000 -0.34263000 -0.34059000 -0.37187000 -0.35604000 -0.79764000 -0.81422000 -0.83611000 -0.78423000 0.03435800 -0.83348000 0.02689800 0.02689800 0.02689800 0.01876600 -0.81946000 0.00259890 0.00676750 0.00022261 -0.83092000 -0.81690000 0.02717900 -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 7.7815840 12.6329688 4.2353901 8.6616563 5.4763979 7.6948231 0.7759355 12.1152530 10.2687543 3.4763946 10.8864431 9.1144287 6.3458150 4.2028957 6.7365413 9.1444663 10.6881006 10.5449710 10.9719470 6.0978889 8.1379036 8.8834385 11.5059500 5.3906711 6.9358310 10.1400944 11.6088498 8.573621 8.948387 NA 8.950885 7.570376 7.852775 13.998151 9.947136 5.884483 10.600918 5.945884 9.054409 5.557318 3.583314 10.440407 9.594542 10.510669 9.467703 7.640146 11.881541 9.549099 12.780180 6.419672 13.066555 6.718474 14.382249 7.193812 12.060784 10.245602 NA 10.653244 8.876622 9.550747 9.233341 7.412584 8.368417 9.914232 6.608849 10.807316 5.633940 8.056730 14.137962 10.864085 11.098451 3.863423 8.155338 1.360926 10.554037 NA 11.161822 9.747058 9.596139 9.9078166 10.9483872 0.7759355 8.4448447 9.1444663 8.5341830 4.1682810 10.6001150 3.8634231 12.0831605 6.7646447 8.8038657 6.3715536 10.4288047 2.0978804 NA 11.9908859 12.2519464 9.5224740 8.2018049 11.3189915 8.4162047 7.3609226 0.7759355 11.3257444 6.6948231 8.2189032 11.1911733 8.4763995 4.8203526 7.6339405 2.0978804 7.9508854 8.6888489 9.1379036 10.1280031 8.0520844 NA 11.6428523 12.5013260 9.2537180 9.6858527 5.1682770 11.4016686 8.6555429 11.7416755 8.4032745 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 1 NA 1 3 2 1 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.6203987 10.7694910 10.0008402 8.5976589 0.6203987 10.2360087 7.6853915 0.6203987 1.9877574 6.5392426 8.6175586 10.4309507 5.6864669 9.3448928 10.6565527 11.8061837 9.3173466 11.1687193 12.4729085 5.9423081 9.5774811 8.7025280 10.0094726 10.2156365 8.8419662 8.4115419 7.6538024 8.7624860 9.0403393 12.0983902 8.1899688 7.4783603 -0.3796951 NA 10.3491498 10.3216855 5.0126983 7.4212789 3.9423081 8.8730445 9.3482995 11.5969432 6.3752671 2.9423081 10.9535344 9.8114383 6.3068801 11.2072188 6.0466438 10.7990439 -0.3796951 8.5242608 10.9149998 1.9423081 10.4540598 10.0971252 8.1202249 0.6203987 10.3682783 10.2950303 8.6756614 8.2533743 5.2928038 2.2053299 9.4325563 8.7262877 10.5832751 2.2053299 7.1902346 8.8395474 1.9423081 11.4425515 9.2785905 3.4277402 10.5468826 14.8703073 9.5242608 11.0961125 10.0094726 15.7086083 1.9423081 8.8895058 8.8941748 6.0126960 7.6316063 8.0715900 6.4017380 2.2053299 11.3769354 10.9349623 10.6147325 9.1634109 4.2053378 1.6203987 9.8953396 8.1162343 8.1826213 9.1749679 10.2378465 10.3320461 6.7078423 13.3532884 3.8683114 NA 2.6203753 10.5030221 7.5392426 8.9332619 11.1916576 2.7903133 NA 9.6905000 9.1595379 10.5329915 8.2387644 10.4705658 8.4277340 NA 4.9057793 NA 11.6172056 8.8273932 10.3635304 3.6203753 9.0859454 7.8587836 7.3068792 11.6496662 9.3499997 4.8298343 7.2350885 4.0798133 8.7852860 4.2053378 0.6203987 8.3885633 9.4516863 10.8830612 8.4437463 10.3095034 9.5242608 10.5983744 4.3208168 9.9877938 9.6496663 8.8710800 4.1439403 9.5658230 7.5091226 -0.3796951 7.9867010 14.2763569 4.9057793 7.5332682 13.1428380 9.5919227 4.4277335 7.0633228 9.2369278 10.7282500 9.2240053 11.6097735 11.4278346 11.2601719 10.4212790 8.8848216 10.2341685 10.9241598 9.4017388 4.5745738 2.6203753 1.6203987 1.2053299 10.4269287 11.1458999 9.2910353 8.3173466 10.6986699 9.7990439 6.5511161 9.4922842 9.3016174 11.7634433 9.8503994 8.4469274 6.5628942 11.2216856 12.5151968 11.0596905 9.3132211 3.4813377 10.3992775 9.5716637 11.9326948 9.0040834 10.4861123 10.2615276 9.1768850 10.4752475 3.3208168 6.6090635 7.4082813 8.1826213 11.3694104 10.7563769 7.0389058 4.2642362 11.0792982 9.1595379 10.7031934 8.3482997 10.0040834 10.0767334 12.1189790 10.0664284 7.2857148 3.9423081 8.3885633 6.8200513 9.4953604 8.6756614 10.5613973 9.0445452 7.6647729 10.2396819 6.8298318 1.2053299 6.8298318 3.7078450 2.4277402 4.5272706 2.2053299 10.3593157 7.2053417 7.0466438 10.1706160 7.0246687 1.2053299 10.7210414 10.4532691 11.1375563 12.1318846 7.7025280 8.4968961 6.0618302 10.8930088 11.6941859 11.2188968 10.3835914 11.2741198 0.6203987 8.2314036 -0.3796951 9.8273934 8.9445595 9.4469276 9.8988285 12.9559090 14.6845323 -0.3796951 10.9167218 9.8479950 1.2053299 4.6203811 7.8683065 0.6203987 -0.3796951 7.0040834 7.7025280 14.5114032 11.3363582 7.6203789 10.0223252 10.4643001 11.2029915 8.7650374 8.7521073 11.1296592 1.6203987 2.7903133 9.4564294 9.5392422 7.1348955 5.8298318 10.9298554 9.7445004 11.0303003 9.8212776 7.7852857 10.7438538 7.2277093 4.7496630 10.7432070 0.0031910 0.0031910 0.0046334 -0.0226060 0.6268500 0.3433900 -0.0442800 -0.0209780 0.0105640 0.0105640 0.0105640 0.0093098 0.0031910 0.0031910 0.0031910 0.0000000 -0.6675300 -0.6675300 0.0076392 0.0076392 0.0046334 -0.0226060 -0.0224240 -0.0442800 -0.0272610 -0.0272610 -0.0201380 -0.0154660 -0.0368100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 11.157112 11.723339 11.429343 9.772664 9.199695 11.542220 3.942308 2.790313 7.664773 6.046644 12.622315 8.718042 10.717094 7.255771 7.839209 8.827393 10.851600 6.977931 10.074678 8.807731 8.351698 8.575796 10.069249 7.614733 7.459582 10.632305 13.650356 10.069528 10.369410 1.205330 8.440558 6.951296 10.048739 11.339768 11.433759 9.767584 9.240599 7.459582 9.224005 7.484565 7.128174 9.034007 7.653802 7.765037 9.257004 8.849198 14.188870 10.856991 12.161718 7.868497 10.461943 12.187622 15.203873 10.873636 13.850249 10.529522 3.527271 11.137556 9.222150 10.578207 9.075706 8.446927 9.305128 9.965784 10.792807 11.194026 3.205346 6.046644 14.193431 10.893009 10.174968 6.829832 9.995419 4.079813 11.048739 NA 12.639275 11.076795 10.697862 10.656553 10.009473 5.642748 7.401739 9.405014 9.581829 8.506075 12.483344 2.427740 13.468122 11.444542 9.472128 9.503007 10.000840 5.427734 NA 9.667503 8.289264 9.220292 9.988885 12.047692 11.734121 11.031360 3.205346 10.003003 8.424510 8.935529 11.318650 9.837125 4.574574 9.731515 7.021259 8.059171 9.291035 4.905779 11.369410 10.816981 NA 13.102305 12.312777 10.380267 10.239682 7.167274 10.766311 11.184529 12.739941 10.066470 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 2 NA 5 3 1 5 1 1 NA NA 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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-1.1661789 10.3880364 10.4188899 5.2433187 7.9502713 5.2262465 8.8423560 9.7347941 10.6517104 7.3574895 1.1558787 10.6408796 9.8465519 9.8632145 10.2057039 8.6315889 10.9207270 NA 7.8479481 11.0561185 3.0818509 10.6481092 10.4678307 7.8618332 0.8339021 10.3013902 11.0649235 9.5256707 8.5618477 8.2538877 1.4188916 9.3633579 9.2316018 10.5287205 -0.1660170 6.7468166 9.8133525 3.7408197 10.4504762 8.5533160 6.2933594 10.0779878 12.2576998 10.1181731 10.8601049 10.2601921 15.1389737 0.8339021 7.8783213 9.9741180 5.2768726 7.5888151 8.0286841 9.0384985 3.8818114 11.2675127 11.6952081 9.6864568 8.7587399 4.6412801 5.3257822 9.6120045 7.8946232 8.2305321 8.0113469 10.5950629 9.8673503 6.2176321 13.3902537 3.1558625 -1.1661789 2.1558464 10.2753153 6.4338408 9.0818549 10.7775410 NA -0.1660170 8.9760345 8.6509110 11.7279948 9.1434036 10.5783407 8.7735065 NA 7.0818551 1.1558787 11.2892545 8.6887958 10.4028334 3.9632059 9.2496691 8.2089669 7.6572949 11.3609155 8.5601456 3.2262465 7.0723320 3.5888166 7.4596365 3.9213887 NA 8.6841143 9.7572548 10.6485098 8.9988344 10.2364065 9.7873962 10.4831835 5.6794182 10.6809846 11.1533172 8.6218299 3.2262465 9.7180979 4.8112090 NA 8.0889557 14.3419387 6.5550262 4.1914758 13.4715145 10.2491410 3.6919138 8.0818546 8.8687263 10.6747052 10.7822945 10.7724042 11.2167080 11.4728157 9.8033139 7.6021116 9.9470182 10.6802013 9.4115356 1.4188916 7.1007138 NA NA 9.5694833 10.7801025 9.3277828 8.0818546 10.0148186 7.5063528 8.0627461 9.8919190 7.9398360 12.2970685 9.7019782 8.5116471 5.8451538 11.1779458 12.1616203 11.1109241 9.5237768 4.6879229 10.7062175 9.6250902 12.4457590 9.3247782 9.0711373 10.5356670 9.1581078 13.8364347 3.4188916 8.5378311 7.8112071 8.2326708 11.1867984 8.1887936 9.0392931 5.4486367 10.7415691 8.4723631 10.3889957 4.7408197 10.3716311 9.8694137 11.7791883 10.2208675 7.7104442 1.4188916 9.2348067 6.3653093 9.9625661 9.3730861 11.5421836 9.4217049 7.5618477 9.9509209 7.6054165 2.9213982 6.4188899 3.1558625 5.4921384 2.2933705 6.6668176 10.1637236 6.3015328 7.6120045 9.9567553 6.8479481 2.2933705 11.0259119 10.9213901 10.9693160 11.9303130 8.9593407 8.8847554 6.5038750 10.2230209 10.7928425 11.0558165 9.0372754 11.2528341 0.4188916 8.7150412 -1.1661789 9.9982058 7.3417216 8.5686368 9.9502713 13.0375047 13.3579792 4.7408197 10.8803692 10.1048066 4.6152868 3.4188916 7.5753940 1.4188916 NA 6.2601913 7.2133055 13.8164753 11.0874853 7.1146981 8.9489711 10.8022341 12.2207329 7.8645947 8.5668749 10.6412823 4.0818509 1.1558787 10.4970407 9.5669426 6.9836743 6.8226116 11.3713884 9.6120045 11.0063548 9.2530658 7.8590670 10.9060599 6.5554373 4.3621893 11.0963158 -0.0056757 -0.0056757 0.2358100 0.0000000 0.3495800 0.3404700 -0.0138150 -0.0186280 0.1439900 0.1439900 0.1439900 0.1439900 -0.0110600 -0.0018014 -0.0132710 0.3377200 -0.3061600 -0.3061600 0.2358100 0.2358100 0.2358100 0.0000000 -0.0119320 -0.0138150 -0.0091286 -0.0091286 -0.0186280 -0.0022168 -0.0315880 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 0.320 0.320 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 0.320 0.320 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 9.996948 12.030837 10.392348 10.129122 8.486772 11.434769 1.155879 3.534373 8.503185 5.043380 13.798358 9.072786 11.161199 8.526334 7.608122 8.187074 11.256255 6.053096 10.855254 10.570752 8.167083 8.831812 9.725081 6.740818 6.534367 11.154728 12.086593 9.9040482 10.2675127 0.4188916 8.3692025 6.8451551 9.0663484 11.0482465 11.7935671 9.8810512 9.6210137 6.3574887 10.3545460 6.7939297 7.0433806 9.4714578 7.8140671 8.6872367 8.5652464 7.9450628 12.7165704 10.0782912 11.7349828 7.8750391 9.1782231 11.3212649 16.2861847 11.2615021 13.3799174 10.2856536 2.4188916 10.9097407 10.3232736 9.9906425 8.4795859 8.5116471 9.0163216 10.1239461 9.4831836 10.7123615 5.2089659 7.1914797 14.0614662 10.4939232 9.8824142 8.5412864 10.5762368 -0.1660170 10.2165514 NA 11.8996800 10.8775186 10.5563079 10.696565 10.469192 5.341723 5.910742 9.202434 9.230532 6.641282 11.770733 2.534360 13.802009 12.384073 8.710444 8.623428 10.132563 4.764665 1.641269 10.491692 8.428252 9.619380 9.406628 10.951246 10.175446 12.351105 2.418892 10.248613 6.411357 8.710444 10.853865 9.376959 4.740820 9.802594 7.588815 6.441258 9.327783 7.195871 11.186798 10.000090 -1.166179 12.667707 12.733567 10.194226 9.950921 7.272719 11.087775 10.471911 12.091159 9.112969 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 4 3 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 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0 0 0 0 0 0 1.525926e-06 4.508417e-07 -0.49268740 11.13080194 11.03461033 7.19387817 1.67730527 10.02897808 7.39517679 NA 2.42765980 2.41427086 8.04847434 7.40522317 3.46156785 5.31473277 10.12438591 13.02854867 7.34342825 9.55381953 11.78916286 1.82932190 9.24124029 6.43811483 9.80027449 11.27349240 8.11655658 8.57749870 5.39002102 6.31473277 9.51230038 15.16793074 7.08038052 5.76476546 -0.49268740 -0.49268740 9.38772656 9.61263153 4.63665942 7.15483633 3.41427086 8.53942328 9.24124029 9.09327916 9.23614841 NA 11.53890656 8.43367348 2.59483515 10.82704977 11.67714610 10.66598738 4.06196624 8.97396393 10.48894494 5.03094075 11.27287095 9.79797256 7.14762215 0.09234277 10.48904844 11.33634716 10.48754222 7.95239240 4.63665942 4.59484112 9.46011899 8.50031608 11.07889332 NA 6.55722626 10.12346704 6.88241685 9.16648172 7.11100418 2.89969769 10.44860500 11.72321399 11.27804157 10.63375950 9.16558916 15.53695608 4.17980561 5.98311218 6.16558840 2.41427086 7.80887410 7.79509027 5.60540840 2.09234277 11.51352840 11.05210066 11.86863611 9.50878595 4.52974600 4.15123375 9.51720619 8.02504707 8.05812435 8.61328632 9.46520518 10.37697154 5.82026067 13.49005937 7.46157358 NA 0.50741410 10.00023231 8.11470798 9.09140074 12.34362532 3.41427086 -1.49248441 7.28545493 8.24884457 11.54608064 8.13308671 12.00035742 8.52418594 NA 7.81343939 4.26226777 9.39688173 6.93364227 9.08386196 6.43811483 9.15932619 8.60540988 8.33074482 10.18509731 8.81001662 -0.49268740 7.44106843 4.26226777 9.07438314 2.31472552 -1.49248441 8.06388363 9.91145476 11.21839928 8.01318922 9.17537614 9.41201235 10.96219104 0.09234277 10.41951856 10.48322568 10.40333153 1.50736335 9.54492465 1.67730527 NA 5.81115759 14.66464565 2.59483515 1.50736335 10.43144788 9.82026067 5.15123375 6.47892167 12.66638174 10.96424541 9.42773061 10.35756454 11.92777219 10.96167693 6.74099770 10.56333786 6.91676802 11.39840184 11.00534925 2.89969769 2.20783040 0.09234277 NA 10.54835223 10.56266010 8.95446097 8.88133027 8.57296885 8.39154821 1.09234277 9.68043021 4.09234277 11.79234632 9.95549401 8.16558890 4.43811317 10.40219540 12.43931551 12.90190735 9.31070161 3.15814310 10.61361342 10.16826495 11.84889651 9.29609600 10.17049095 9.89324009 9.25473150 11.19715728 1.50736335 7.29854010 7.08857838 6.58419286 11.06699375 8.18814175 8.28525748 2.59483515 12.78872818 7.94200595 11.39992050 9.21559949 10.32075802 9.83268309 11.73348878 11.10333443 9.02799637 NA 6.57346693 7.31150856 9.47532447 7.40219519 10.91791914 9.33472044 8.32436149 9.66156292 10.81543221 -0.49268740 2.82930160 2.31472552 3.11973797 5.23529817 1.82932190 10.76240621 4.52974600 5.34026672 10.75171175 6.85411287 NA 10.94278748 10.50031598 10.67824167 10.53009221 10.57548413 8.92184094 6.39148763 10.36107713 9.74219506 9.76299636 9.70520867 10.37388383 -1.49248441 9.80486719 0.09234277 9.32196010 7.45282191 9.89593315 9.36535857 10.00123309 11.06292545 0.09234277 7.57615628 11.08999012 NA 4.59484112 8.12838569 0.09234277 NA 6.62111999 6.93783047 14.50442481 10.56572797 7.96475845 8.28216455 9.39535976 10.91809399 6.57884062 9.55578280 11.73394040 4.71683181 0.82928130 9.84667101 8.54903685 6.66724924 10.29813338 12.00085789 9.48608805 12.02332384 10.08386196 7.24546999 8.32755669 6.87806563 3.15124187 11.34992446 -0.064643 -0.075396 0.529060 -0.081073 1.205200 1.071400 0.497180 0.492170 0.104240 0.115360 3.656900 0.110960 -0.575160 -0.083170 -0.075396 0.483720 -0.719080 -0.703490 -0.697580 -0.697580 0.494750 -0.081073 -0.067056 -0.720310 -0.075612 -0.049700 -0.052371 -0.095780 -0.079609 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 -0.677 0.000 0.000 0.000 0.000 0.594 0.594 0.543 0.000 0.504 0.504 -0.203 0.495 0.000 0.000 1.055 1.055 0.000 0.000 1.071 1.071 -0.223 0.497 0.000 0.000 0.136 0.136 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 -0.677 0.000 0.000 0.000 0.000 0.594 0.594 0.543 0.000 0.504 0.504 -0.203 0.495 0.000 0.000 1.055 1.055 0.000 0.000 1.071 1.071 -0.223 0.497 0.000 0.000 0.136 0.136 8.060047 12.803003 7.716831 11.106593 8.436636 14.992138 3.999233 2.207830 8.360687 4.314733 12.523315 10.235051 10.728361 12.478046 7.768556 7.987158 9.073432 4.573465 10.860525 13.182563 8.363803 9.235307 10.011452 7.493220 5.352868 12.519566 11.804437 9.962191 10.176706 NA 8.007224 7.543552 9.885130 10.750552 11.706283 6.221624 10.290376 7.081025 9.463754 7.255571 7.776504 11.033632 5.657125 5.562661 6.248844 7.684797 12.534160 7.724124 15.382779 5.765803 11.038759 11.655378 17.346095 12.777016 14.249134 11.266017 5.390021 10.994967 7.065798 11.114939 7.623721 8.165589 10.224197 10.890812 9.911987 11.753965 7.540801 6.207817 14.139462 11.218614 8.497481 7.639234 8.645649 NA 10.851396 NA 13.239068 10.684779 10.846114 10.1243859 9.8002745 6.5517713 4.8293067 8.2233395 8.4277306 6.4673789 11.9311449 -0.4926874 13.7286627 13.3938364 8.5017309 8.6571630 9.8287422 1.0923428 NA 7.7950903 5.5407991 9.9734541 9.3258721 10.4473241 11.5064969 7.9668094 NA 10.2151682 7.2689293 9.0686657 10.6356943 8.7216967 1.9667996 10.1718249 5.2078187 6.3211597 8.9544610 7.9357379 11.0669938 10.9947153 NA 12.1068256 13.6471688 10.2177537 9.6615629 7.1403727 11.8976810 9.9013044 10.3372906 10.6374011 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 1 NA NA NA 2 3 2 3 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.6848279 9.5487664 11.2677280 5.4720230 3.0915983 9.5276631 7.9834862 5.8629745 9.8367796 3.2336120 10.2535550 -0.7663573 7.3782749 11.6843126 0.2336427 9.3290139 9.4850993 8.7214567 -1.7666027 10.6824146 10.2878786 8.8123387 8.0409719 3.0409801 -0.1814766 9.3401797 9.1238811 11.0149766 -0.7663573 5.7882054 9.0577800 1.8185643 10.3696467 8.4827301 4.5373955 11.1484859 14.8701990 9.7078298 10.8713738 9.0892640 13.7627729 NA 8.5645336 10.7889250 5.1524796 6.7610938 7.8427953 4.3628977 1.6943453 11.6298202 10.6994383 10.0915979 10.1280557 6.4135264 0.2336427 9.9122171 7.9183654 8.0806742 9.3369046 9.9249241 11.0114886 6.8335302 13.3098479 3.3210767 0.2336427 5.9683258 10.3887514 8.1147309 9.5795765 9.9708641 5.7012219 NA 7.6323606 7.8091559 10.7457993 6.4624352 11.0880957 8.5442296 NA 2.8185847 NA 12.0473980 8.2642840 9.8086833 2.0409625 10.2371348 7.7824387 7.8242040 10.8871337 9.3947488 2.1405169 8.8980641 4.1162566 9.4600291 -0.1814766 NA 7.4910049 10.0125153 10.5947382 8.5667722 11.0168198 9.4141476 10.6459221 0.2336427 10.1852658 10.2963376 9.7426050 3.8185745 9.4594267 6.4430695 NA 7.9717091 13.9847163 3.1878152 8.7113751 14.6529187 8.7194463 2.9340635 7.0601652 10.0046937 11.4366589 10.2215914 11.0732143 12.3764770 10.5496155 8.6817332 8.6744861 9.0449916 10.4576185 10.0509084 2.8185847 2.4035404 -0.7663573 -0.7663573 8.4744081 11.5784676 9.1863582 9.3622557 9.5010474 15.0698398 6.0345173 9.2691033 5.6930492 10.9185846 11.0020079 9.3003789 6.0084040 11.6030779 10.6535771 10.1412587 8.5128329 4.9864974 10.5698444 10.0312784 11.5723532 9.0157961 10.1746645 9.8251393 9.1709906 11.3499608 3.1878152 8.9742408 5.2336158 8.0409719 11.3974238 9.6853585 8.6963135 1.9340635 11.9969330 9.4886453 11.8624041 3.1405006 10.0166151 10.4259097 11.8683145 9.9581307 6.7374421 0.2336427 7.6827657 7.5845559 8.7483311 9.2691033 10.8466328 8.5453653 7.5328250 10.1691502 7.7805116 1.8185643 5.8989532 5.4035404 0.5555217 3.5555462 -1.7666027 11.2330885 6.6640689 5.5282369 8.6699951 5.3549422 -0.1814766 10.9941289 10.5670518 11.8476365 11.6280795 11.6128598 9.5256107 6.5530625 10.1775968 10.4699301 10.0958668 10.4206596 11.7327153 -0.7663573 7.8110458 -0.7663573 9.5004033 8.2559845 7.8223312 9.0457941 12.9791862 14.1224790 1.8185643 10.7853251 9.6651145 -0.7663573 3.8483275 8.9491500 NA 1.6930520 7.8464852 7.5532891 15.1409183 12.3184468 8.7996708 9.4283738 10.8204566 11.4858388 8.4357407 8.6067757 11.3341149 0.8186052 0.2336427 9.6135366 9.8316694 6.8846687 4.0409713 11.3512599 10.4104133 10.9905901 10.2361576 7.4744085 9.2329123 7.2364323 5.8503869 9.4029155 -0.0031859 -0.0031859 0.0012481 -0.0055375 0.0024969 -0.0129890 -0.7176400 -0.0089906 -0.0670560 -0.0670560 -0.0670560 -0.0763130 -0.6720500 -0.7035900 -0.0031859 0.5674300 -0.7080100 -0.7080100 -0.7080100 -0.7230600 0.0012481 -0.0055375 0.0000000 -0.7139000 0.0105640 0.0105640 -0.0110550 -0.0100940 0.0154470 0.000 0.000 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 -0.718 -0.718 0.000 0.000 0.000 0.000 0.000 0.000 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 -0.718 -0.718 0.000 0.000 0.000 0.000 10.169519 11.248509 12.524644 10.092375 8.598846 11.846600 4.481544 1.934064 8.783402 2.555546 11.669548 7.848253 7.521330 10.309851 8.507459 8.796813 11.777978 6.053796 11.483175 8.546500 9.000974 9.167182 9.498839 8.309096 7.853837 10.787006 14.320334 9.7254699 10.7584034 -1.7666027 9.1797922 8.1284347 10.1994012 9.5611695 11.3290139 9.0449916 9.1768643 8.0441886 8.9984883 7.2051608 5.6682440 8.6472447 5.9271047 3.6259367 6.9615377 9.5236357 13.3493514 10.7468509 12.8819183 7.1557846 6.6598818 11.1339176 15.4571284 11.4302190 13.2102257 10.7569338 1.2336427 10.7022409 11.4420036 10.7456165 9.1986795 9.3003789 9.3997799 9.9897562 9.2861849 11.0257931 7.5712384 5.4234403 13.6083205 11.5332542 9.3375604 6.8629733 10.0425810 -0.7663573 11.4183373 NA 12.0733127 11.6297520 11.1746645 10.5391087 9.9470033 6.4332900 8.0665069 8.3603213 8.6786318 5.3210803 12.5106572 2.1405169 14.3364128 12.4513474 9.0393608 9.4705639 10.7196977 2.6259250 NA 9.2406442 7.2861853 9.6625003 9.9405057 10.7222102 10.4041678 9.9227412 0.2336427 9.7052921 7.5305328 8.7649983 11.7353297 10.0724269 2.3210911 10.0457942 4.0149801 8.2223018 9.1863582 3.6930520 11.3974238 11.2720215 NA 12.1923508 12.7116913 10.1936187 10.1691502 7.1936190 11.1236911 10.9676913 11.6857538 10.6479242 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 NA NA 1 NA 4 2 2 3 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 4 0 0 0 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0 6 0 0 0 0 0 1.352525e-06 4.161616e-07 -0.2520541 10.8277462 9.7108240 6.3328905 -0.2520541 10.4470667 5.3710047 -0.2520541 3.0109588 5.9767463 7.9815479 11.1337904 4.2714929 10.2724698 10.7820392 11.6113400 9.9916971 10.9896133 12.8363850 6.3626382 9.9761455 9.0076712 10.3450495 10.1488075 8.1825562 7.4587347 7.1541325 9.9982264 8.9426849 9.6267454 8.3914236 7.6336245 -0.2520541 NA 10.6922741 10.3962856 5.6667907 8.0076715 1.5552763 8.5536719 9.5704988 10.8726956 4.8976761 1.0698396 9.9303224 9.5210672 2.9958644 9.8887579 3.9178518 10.3699798 -0.2520541 8.4203535 11.2678099 2.7479244 9.7479281 10.1186154 7.9791491 -1.2522259 10.6655239 10.7561431 8.5965509 8.0877779 3.2073619 0.3328511 9.1445328 8.4994720 10.4505336 -0.2520541 6.5488281 9.0482806 4.0698568 11.9055908 9.8180489 6.3328905 10.3408335 13.0450593 9.7043042 10.4322384 11.3070661 16.1482071 0.3328511 8.7895871 9.3571068 6.0053169 7.6213721 8.6090151 5.6059091 2.7361502 11.2312400 11.5159055 9.8193904 9.8413456 5.2073580 6.2155330 10.3135062 7.3663135 8.2577032 9.1413186 10.7223426 10.3403851 7.0562670 13.6873695 2.2073619 1.0698396 6.4414154 10.8187198 7.1229677 8.7064808 10.6738533 2.4483724 3.0698568 8.5078160 8.1867199 9.8329291 7.6366710 10.1981083 8.2256861 -1.2522259 4.6786635 NA 11.8490830 9.3015572 10.6082391 3.2073619 8.1466715 7.4893952 7.8167066 11.0548441 8.3663135 4.4483658 7.0922244 2.6548250 8.7882178 1.5552763 NA 9.0999716 9.7316342 10.6808809 8.4535604 10.0955495 10.0182234 10.4548557 1.3329084 10.0344858 10.0794049 9.0863414 3.2969859 9.6128880 7.7165945 -1.2522259 8.3571068 13.9243350 3.0698568 6.4758485 13.3423110 10.0082596 2.2073619 7.4552869 9.9573814 10.6503031 9.7158747 11.0301478 11.4747295 11.0047264 10.1789032 9.6510567 9.3158841 10.8173778 9.2230839 2.7479244 2.7479244 1.7479459 -1.2522259 9.1434623 11.6142411 9.0721085 8.6904426 10.9820029 13.7260128 7.8746322 10.0182234 6.4061404 12.3896411 10.0011847 8.2986748 5.7021256 11.4258679 12.7773878 11.2736935 9.6364278 4.4408592 10.3053917 9.7187529 12.1929429 8.9561624 10.4168130 9.9290802 8.9027462 10.5152849 2.6548250 6.3403842 5.7591558 7.9958553 11.1391716 11.1872733 8.3285071 4.1741907 10.8791420 9.0619446 10.5681070 9.3130302 10.6716270 10.4685998 11.8863598 9.8373785 7.7479278 4.3025165 8.4168131 6.5161129 9.3980823 9.1262228 10.9844625 9.2236615 7.8274126 10.0286988 5.3772834 2.7479244 7.0005939 3.3328941 7.0420894 4.0333261 -0.2520541 10.1525375 7.8772111 7.0743577 9.4406655 6.0330529 -1.2522259 10.8610190 10.2581977 11.0056105 12.5987009 7.9278372 7.9377528 5.7601624 10.6294244 11.8629717 11.0816425 10.0135431 11.2552272 -1.2522259 8.4604551 -1.2522259 9.7223425 8.6563208 9.1551957 10.3566449 13.8245767 15.3200213 2.8353986 11.2945814 9.8106487 -1.2522259 4.5808208 7.6711964 0.7479459 -1.2522259 6.8668697 6.9958553 14.5589013 11.2428011 7.5520588 9.8267460 10.9842413 12.2878138 8.2537397 8.4958023 10.8377095 1.3329084 3.1402388 9.9500519 9.6734824 7.0922244 4.7702952 11.0754807 9.8314073 10.5378692 9.7137123 7.6875073 10.9610322 7.3101701 5.0542624 10.8499037 0.00023506 0.00023506 0.00388540 0.00000000 0.00485790 0.00360760 -0.00097017 0.00430210 -0.04129500 -0.04129500 -0.04129500 -0.04129500 0.00023506 0.00023506 -0.00378660 -0.00318590 -0.75737000 -0.74212000 -0.74970000 0.00388540 0.00388540 0.00000000 -0.00254510 -0.75279000 0.00487080 0.00487080 0.00430210 0.00000000 -0.00097017 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.000 0.000 0.000 -0.752 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.000 0.000 0.000 -0.752 0.000 0.000 0.000 0.000 0.000 10.983344 11.410596 11.869300 10.060811 9.181514 11.326772 2.995864 1.332908 8.630571 1.555276 13.071405 9.179185 5.302516 7.788465 7.954942 8.743695 11.346678 7.927837 10.454856 9.412375 8.496121 8.207851 10.063412 7.482638 7.275405 11.033330 13.688425 9.7493362 10.4656045 0.7479459 8.9352800 7.0966561 9.8446432 10.9878248 10.9442228 9.8629717 8.7408665 6.9128355 9.1825562 6.9573818 4.1054769 9.2277083 7.0562670 4.2073619 9.6059091 9.7108240 13.2552891 10.5276474 11.8183845 6.5760640 10.3510907 10.9140911 15.6041104 10.8317397 13.2954853 10.3286577 2.9958644 11.7201899 8.8976752 9.9821467 8.7758341 8.2986748 8.9658858 10.1413185 9.0664708 10.9680010 2.8353986 6.4552878 14.2771530 10.6551943 8.3827390 6.4690280 9.3718095 1.7479459 11.0333303 NA 12.2967499 10.9626600 10.5185919 10.782039 10.345049 5.051707 5.542345 9.185680 9.246777 7.243783 12.728372 2.654825 13.758281 11.733770 9.019391 9.327744 9.491921 4.174191 -1.252226 10.286602 9.097762 8.526005 9.797014 11.656133 10.197593 10.558098 1.555276 9.909690 8.209408 8.651810 11.326301 9.707930 4.140247 9.369064 8.231744 8.296750 9.072108 5.332890 11.139172 10.519417 -1.252226 12.884759 12.405135 10.123510 10.028699 7.722342 10.637812 10.207872 13.361156 9.781489 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 2 3 4 3 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.45870968 3.63525522 10.18852419 4.82789522 10.93170891 0.09098889 8.47319473 11.42929595 3.14982840 11.19115529 10.44113350 8.28568796 0.09098889 10.47346498 10.21735154 8.48324826 8.20467335 6.59872548 0.09098889 9.90791455 9.44481302 10.59210473 0.09098889 6.55036202 8.91429812 2.96539644 10.15477546 9.25918514 6.65571532 13.42044611 11.98094187 9.71359289 10.58978015 10.98018143 14.94824786 -0.49410907 7.99179789 8.26252477 5.62491094 7.36394987 8.91004574 8.47030949 4.20168090 11.60136550 10.61840799 12.66276260 7.03344503 4.28732453 2.67588366 10.10588128 8.67087538 7.95923925 8.91959632 10.33211971 10.25918526 6.79137130 13.84303282 2.82790030 0.82790030 0.09098889 10.53145418 8.93013471 9.64360009 10.75300593 2.50596713 NA 9.30363008 7.76335646 10.08421378 10.13076398 10.25122261 7.72028736 NA 6.46016426 3.26085369 10.48967469 8.29387118 10.72604441 5.26085745 10.03148935 9.09374608 7.94059668 11.41229541 9.44701605 4.12067542 7.29387072 5.14982433 9.19858402 -1.49410907 NA 8.49607241 9.55445532 10.80632108 8.66078675 8.96642441 10.04318686 10.30646402 2.09092116 10.14259315 10.40758963 9.22132127 3.89415809 9.83352106 8.83912378 -0.49410907 9.51089113 13.76773286 4.61449195 5.01376149 7.17485380 9.36394944 3.67589495 7.26419204 11.07866867 11.20184922 9.83576479 10.86736400 11.53472065 10.79165969 9.68774187 8.67839591 9.04221559 10.75774676 8.70300066 7.69579273 5.97357454 -0.49410907 -0.49410907 9.69393904 9.80860740 9.49961452 8.22364506 10.58770158 8.87338320 9.81828418 8.87010328 7.12435399 11.88494063 9.88588836 8.59475679 6.11329835 11.26064725 12.29845378 10.93511362 9.46097902 4.22898026 10.38516881 9.61710413 11.30180522 9.03637475 9.63782540 9.33806735 9.09655546 5.01376149 6.77275532 8.97967413 8.25583776 8.43670571 10.74765375 9.21562109 7.75429962 3.55035894 11.01549611 9.43448687 11.18280711 6.13532554 10.84219609 10.26335853 12.04063610 9.44554774 8.18192546 1.67590624 9.42334055 7.25416128 9.22278790 8.32135180 10.69951233 8.78092881 7.95098332 10.28075558 9.01574342 4.65571818 5.22021385 2.31333293 2.75390400 4.36394900 2.67588366 10.76953109 6.53939149 7.33251729 10.48658296 7.78497569 1.09092116 10.90791462 10.46270767 11.49624977 12.55138686 9.63267301 9.27895931 5.50776927 10.61938513 11.76659404 10.00929734 9.43448687 10.93694367 3.41286280 7.80746441 -1.49410907 9.77158356 10.50526384 9.22962950 9.02855009 13.33082780 13.66729722 8.84247512 10.98372671 9.95356834 NA 4.79026117 8.40066515 -0.49410907 NA 7.79368068 7.55036279 13.73008324 11.20926863 8.26085604 9.62426067 10.02166835 12.41745408 8.99481276 8.83565285 10.70257063 1.31330391 4.36394900 9.60728759 9.75152113 7.55309243 10.51404689 10.83548453 10.54762768 10.52242862 10.67373157 7.98776766 12.20803291 8.27910770 5.06254917 9.89935889 0.5210100 0.5210100 -0.5195900 0.5046300 0.5164700 -0.0113220 0.5122800 0.4825100 0.0151380 0.0605080 0.0605080 -0.0065192 -0.5216400 -0.5216400 0.5210100 0.4730600 -0.5384000 -0.5122800 -0.5189000 -0.5189000 -0.5189000 0.5046300 -0.5363600 0.4913100 -0.5419400 -0.5419400 -0.5416900 -0.0167040 0.5049800 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 10.056715 11.434302 12.183358 10.625558 9.627502 10.756859 3.997825 3.260854 8.019558 4.827895 13.937107 8.453532 9.002822 9.238992 8.271752 8.417361 12.004070 6.430780 10.617756 11.762325 9.229629 8.474002 10.052656 7.153427 6.561251 11.425390 13.673034 10.783256 10.812600 -1.494109 9.188963 7.544887 10.506321 10.578436 11.858977 9.507377 9.883721 7.805154 9.957695 7.397752 6.640395 9.286508 6.561251 7.338858 8.663315 7.732380 13.139929 10.777431 11.381910 8.911025 10.295502 11.275393 15.831371 11.621337 13.514660 10.935898 1.827900 11.499615 9.046096 11.139191 9.194219 8.594757 9.619060 10.353026 10.504559 11.312917 4.932231 7.135326 14.651774 10.997822 9.590777 6.715471 9.819418 1.090921 11.561759 -1.494109 12.477871 11.876189 10.910046 11.083633 10.451778 7.037350 9.845262 8.576089 9.424086 6.749143 12.822568 2.505967 14.349963 12.931709 8.835765 7.886819 9.532492 3.363956 -1.494109 9.816013 7.555817 8.839124 9.575989 11.071309 11.349890 10.933805 1.675906 9.880465 7.932233 9.084341 11.846514 10.227495 2.593425 10.121138 6.157019 6.675894 9.499615 5.029532 10.747654 10.463071 NA 12.609502 11.805606 9.460165 10.280756 8.090931 10.362783 10.505616 10.939452 10.178509 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 3 1 3 4 3 4 NA NA 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 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 6.589225e-07 5.20202e-07 0.8443857 9.1424249 10.8877316 9.2611601 NA 8.6289974 10.3432067 -1.1555340 2.4014120 2.5448068 8.3078870 8.6772524 6.3835211 3.7023473 9.6067444 13.0808252 8.5482659 9.9404187 9.9338129 0.4293214 9.2611601 6.3281776 9.4627481 10.5820323 8.4609113 9.1538388 8.6387784 6.9371195 9.4046954 13.4665859 7.2529899 4.8216439 NA NA 8.1953018 9.3620319 3.5448068 6.2955743 2.4293214 13.5046370 8.8513899 9.0217820 7.2579903 -1.1555340 11.7497495 9.7369053 7.0341871 11.6685257 8.2194019 11.6117193 -1.1555340 8.8639533 9.5883554 4.0142839 11.3718395 9.7007880 8.2323797 2.0142839 10.4335455 9.2276025 9.6389001 7.9528868 10.8429529 -1.1555340 8.7315831 7.5891965 10.9334818 NA 7.1343811 8.6468787 4.1297611 8.7941890 10.8517402 6.6517176 12.0224390 10.3165456 9.0341871 12.0125645 9.6338961 13.9485107 -0.1556947 9.1763991 12.8305600 4.5167905 8.1297647 8.1412785 10.0556424 2.6320122 11.3627697 10.5321755 12.5282343 7.3796374 1.4293214 3.5992464 8.8000123 9.8534912 7.6613463 8.8805362 8.2955738 10.6440489 5.8330469 12.7302495 6.2622151 -1.1555340 1.1662655 9.7654595 8.3119681 9.1029284 11.4757669 3.5992464 NA 10.0779821 5.8443631 12.2039954 8.6613459 11.6723006 8.9607063 NA 5.9104521 3.2366763 10.5942319 6.5517221 9.2473745 8.4627481 10.2852316 9.8942110 8.0946610 9.7270056 9.0958448 2.4293214 7.9023540 4.5992523 8.8901223 1.4293214 NA 8.4123188 8.3037940 10.4419495 8.4737191 9.8394230 8.2831541 10.7934596 2.7512495 10.5400257 5.3362155 9.9385193 4.3362191 9.1964059 3.2366763 NA 5.1662896 14.2026703 6.7208790 8.4008683 9.9896578 9.8180598 3.9318249 4.6517176 12.5961157 10.9736455 8.1886586 10.0161648 11.7233042 10.8262865 7.3796374 9.4882187 10.0142875 11.0686657 9.2349937 -0.1556947 3.3679301 NA NA 10.1487137 6.5238426 10.1314977 8.0970282 7.8450666 8.5586078 4.3037954 9.4255629 7.0092699 11.5308630 9.7624804 10.0042338 5.6645426 10.7974676 11.4641240 11.3422143 8.8072586 3.3220435 10.2732460 9.8989668 11.5963249 9.5611820 10.0701725 10.1411295 8.9117967 7.5858294 2.5448068 9.2505675 8.7422080 8.4918210 11.8986276 7.3404572 7.8049144 3.3037954 12.3598159 8.1864372 11.2714134 8.5671701 9.1355331 9.9749331 12.1187406 10.9803923 6.2789902 -1.1555340 8.6224395 6.3757432 9.5603244 9.0501558 10.2214103 9.4864141 7.5343605 8.9131407 8.7765771 2.8443656 8.9851922 4.3989523 4.1297611 4.9736434 3.4882193 11.0196001 5.3362155 7.0142872 11.1466758 5.7958812 -0.1556947 9.4075588 10.3941471 10.7154976 9.8072585 9.5229626 8.4066047 5.6261149 11.9102834 11.0577705 10.5212010 10.4377536 9.9171650 NA 8.0779821 NA 9.6249022 9.0695698 9.3140042 8.6709111 12.6527234 12.8885004 NA 11.5081429 9.8130292 -1.1555340 4.6517176 8.4864143 0.8443857 NA 7.2237411 7.2063062 14.8460345 10.9188451 8.7069998 8.6740853 8.2914456 12.1961299 6.2955743 9.7771235 11.5378494 3.5448068 0.8443857 9.6166771 9.4037396 7.6581436 7.7927298 11.2661643 9.2505675 11.6631444 9.7587476 8.5705806 9.8159060 7.9476504 2.7279858 10.4664143 0.056070 0.056070 0.056624 -0.205010 0.518700 0.354590 -0.233150 -0.214190 3.656900 -0.020350 -0.029891 -0.029891 -0.457490 0.067773 0.054101 0.080425 -0.467840 -0.467840 -0.464000 -0.464000 -0.459950 -0.205010 0.000000 -0.231310 -0.200270 -0.194780 -0.206840 -0.202140 -0.203890 -0.207 -0.207 0.000 0.000 0.000 0.000 -0.202 -0.204 -0.193 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 -0.193 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 9.861171 11.980713 11.822537 10.674878 9.605914 11.057163 5.844363 3.599246 6.640726 6.344209 13.906071 9.332424 12.187132 10.606591 7.750923 8.375744 9.823788 5.625723 11.321615 11.763039 8.807259 9.265691 10.777965 7.926511 7.582454 11.317815 12.631857 10.2046609 10.1441429 NA 8.2019146 8.0946610 10.9975978 11.4424150 11.3693938 9.0004454 9.6452623 7.8832817 10.0592886 6.9991804 9.7587476 9.1146578 9.2041121 8.9864695 9.3140042 7.9502713 13.1865761 6.9736457 13.0673837 6.6633275 8.7038973 10.3516616 14.9305609 12.4550413 14.5675701 10.5543079 2.6517061 8.8358843 10.9185039 10.9131407 9.4461332 10.0042338 10.7077745 9.4764489 12.0010776 11.9226801 6.2537530 3.9318249 14.7104791 11.4484523 9.6199727 7.2019141 8.9620055 2.0142839 12.2938980 0.4293214 13.2901533 10.3747590 11.1612096 9.606744 9.462748 5.287306 5.677252 8.792730 9.243106 6.612547 13.084478 2.166298 12.459762 12.523623 7.769175 9.144875 10.737664 5.459071 NA 9.417063 6.651718 10.477358 9.860412 12.220759 12.872096 11.505695 1.844345 10.102340 7.303794 8.969776 10.073181 8.164035 5.921179 10.629406 9.262215 7.240967 10.131498 3.429321 11.898628 11.839069 NA 12.648393 13.040888 10.420847 8.913141 8.658144 11.268004 10.400869 9.598022 10.694202 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 1 NA 6 2 1 1 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 9.88110769 9.26135428 -1.33424342 -0.06537028 4.77410178 8.05789211 10.93031053 6.54209241 8.01651415 11.00124421 12.09837761 8.93470137 10.89409282 11.77638426 3.12500631 10.57396740 8.83424696 10.39562024 10.31797161 8.30038597 9.02092578 8.12909906 9.31841966 9.15341472 11.22877102 7.90860578 5.90398063 NA -0.33442531 10.08606137 9.99817082 4.59631501 7.29493131 3.66557469 8.78969600 9.55279530 10.48375744 6.72085712 4.25053719 10.79421358 8.96134377 2.47292961 10.35382500 3.66557469 11.01679004 NA 8.02312669 11.04468229 1.25053719 11.34659346 10.30943088 7.68516577 NA 10.73761021 10.27218816 8.81785953 8.13724990 7.12500631 0.25059782 9.92001291 8.65992813 10.27336739 -0.33442531 6.92767013 8.19109574 4.18913664 10.16591872 9.30491551 7.46647459 10.96591297 16.13526425 9.75965237 11.13648775 10.99593148 15.41346613 -0.33442531 9.08131646 9.62774781 5.40704337 7.49212318 8.03408143 7.55127145 3.36601441 11.34703277 10.85385448 10.07920262 8.75436309 3.83549969 4.05789211 9.28487776 8.73703705 7.91112769 9.77409915 9.77082855 10.14737412 6.97845764 12.46879775 -1.33424342 -0.33442531 7.26548753 10.16492238 7.83800251 8.70996881 10.47855426 0.66557469 NA 9.31572902 8.14737437 9.88940753 7.52044346 10.86739234 7.99873032 NA 3.12500631 0.66557469 11.56266386 8.32021072 10.14029463 3.91350220 9.86463359 8.35382522 8.21246915 11.19646873 9.62774781 5.14131016 6.52976161 3.83549969 8.98637538 NA NA 9.22399540 9.35295048 10.55697873 8.36427957 9.98750278 9.41962716 10.48934002 1.83551990 10.11575494 7.34856971 9.08877473 1.98750278 10.01042544 3.30943815 NA 8.20667155 13.95350351 5.15742778 6.33091150 11.07602611 8.39859022 3.91350220 5.91350220 10.54936354 11.03952741 9.63783663 11.19011647 11.63459785 10.79324670 9.69555212 8.01208870 10.92030811 10.86769859 8.81159594 6.28028453 1.83551990 0.25059782 NA 9.76492250 9.45429312 10.28487764 7.85539925 10.36627019 10.20570273 7.78969600 9.34505479 6.18913664 12.05842880 9.74639222 9.07496562 5.91350220 11.39306981 11.92752273 10.63604017 9.02824176 4.42472730 10.14232089 9.82355322 11.18324414 9.24865746 10.43871400 9.41628178 9.14838277 9.47614632 1.47295560 8.50477848 7.73166388 9.04278522 11.65159453 10.08108420 8.23670164 5.05789211 11.42442257 9.09602724 11.25756451 8.59926534 10.17584442 10.51263213 12.13407151 9.47131856 6.78451576 -0.33442531 9.29310857 7.09602777 9.50949574 8.29675197 10.34629909 8.95213260 7.77671069 10.16342653 7.44365223 4.18913664 8.22399540 6.40028516 2.75304823 4.75303753 1.25053719 10.54630617 7.79227949 7.61394192 11.34478651 5.92729442 0.25059782 10.68516550 10.50792513 11.09236365 11.25475771 8.13521676 8.84411507 5.32720950 11.48794642 12.83024601 10.68620749 9.98581120 11.57565529 -1.33424342 8.00764964 0.66557469 10.03189690 8.50320282 8.82922452 9.30129292 12.74230685 14.48662620 6.06645520 12.06685428 10.15842931 0.25059782 6.11678684 8.25428932 0.66557469 NA 7.92766953 7.09183944 14.32888266 10.07392571 8.48575365 9.74372550 9.25241448 12.13330764 8.69762059 8.78763913 10.87533268 -1.33424342 2.98750278 9.32913279 9.82544603 8.63568076 5.20473546 11.17806829 9.65354930 11.34549462 9.79135632 8.78581273 11.24371150 7.89439338 4.92541083 9.89679587 0.00564560 0.00564560 -0.42127000 -0.00212450 0.42399000 0.00383920 -0.00544530 -0.01671400 -0.00253990 -0.00253990 -0.00253990 -0.02327200 0.00564560 0.00564560 -0.00155990 0.01456300 -0.43688000 -0.42127000 -0.42127000 -0.42127000 -0.42127000 -0.00212450 0.00000000 -0.00530700 0.00099587 0.00099587 -0.01671400 -0.00503050 -0.00101630 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 11.016514 11.424423 11.349227 10.389662 10.656388 11.208848 3.250537 1.250537 7.379820 3.309438 13.273194 8.504416 6.100204 9.191232 8.105447 9.799359 10.587044 8.235430 11.092102 8.831738 8.984118 8.864989 9.679818 8.628471 7.825446 10.422548 14.061276 10.1876658 10.6983093 0.9875392 9.0165139 7.2542898 10.4083052 9.9981708 11.3549176 10.1753497 9.5289867 7.8325160 9.7819186 6.8051260 8.3184199 8.7222126 6.2124701 5.5844394 9.5420916 8.7031218 13.6381507 9.9288439 11.2640926 6.4878593 9.9801580 11.2926526 15.3390219 12.1665411 13.8434614 11.0173422 0.9875392 10.4873488 10.2411139 9.6255766 9.0907907 9.0749656 9.4146062 9.9358700 10.1832441 11.6086390 4.0231311 4.9693577 14.0588479 11.0200996 9.6414227 7.0926356 9.6051539 NA 11.5100844 NA 12.7282955 11.2251813 11.2664169 11.0012442 10.3956202 5.8454850 6.9370383 8.5724653 8.8254460 5.8254473 13.6000747 2.8354997 13.8180973 11.9234045 9.0728425 9.4792277 9.7838670 5.7423916 -0.3344253 9.5940932 9.2027931 9.0438697 10.1857023 11.1952493 11.5096920 12.1280770 1.2505372 9.5039909 7.1930522 8.9300173 11.7515451 10.1069628 2.3660284 10.1463649 8.9358702 8.3608032 10.2848776 7.0792032 11.6515945 11.2351930 NA 13.1804737 11.8637128 10.0818445 10.1634265 7.7896960 10.0664541 10.7500510 11.4258872 10.4638035 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 5 3 1 4 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 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7.4143952 10.5706708 10.0786463 8.6297839 9.5453736 10.6043630 8.7523030 9.0213132 13.6106174 8.4621006 5.6070403 0.7243883 NA 10.1761231 10.1621490 4.1506653 7.4489109 4.6312848 9.0086426 9.5333611 10.1853647 7.8118595 3.0463164 12.0561536 10.3331137 5.2321926 11.7578199 7.9483988 11.9900120 -0.2756117 8.2961495 10.8766818 4.5823754 10.9556181 10.8065460 7.5761457 -0.2756117 10.2430943 10.2669307 8.8754133 7.5792654 10.2307045 -0.2756117 10.2659776 9.2674288 9.9061704 NA 6.9864917 9.2856850 3.9338464 9.3008813 10.4962990 7.2751440 9.6689626 13.7907384 10.0747837 11.7199874 11.4669169 15.1227231 -0.2756117 9.2132413 8.7564426 5.2001316 7.5572868 7.6432602 10.5147454 2.2379002 11.0511073 11.0482961 10.6952219 6.9191541 3.8943230 3.9723250 9.6973766 8.9166898 7.9981927 8.4759409 9.9687608 9.7823886 7.4283007 13.0792661 2.5317433 NA 3.1838358 10.2809030 7.7102389 8.6945028 10.9720278 0.3094090 -1.2754370 10.4784493 7.1124145 10.0554762 9.7073905 10.9541170 8.1252766 NA 5.8639484 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9.8517464 7.3427823 9.5596578 7.9216137 10.8869487 9.1517097 7.4489109 10.1889426 4.5823754 3.8943230 10.8568966 3.0463164 4.6312848 3.7687877 5.4658635 10.4946478 8.5008299 8.2282227 11.5261942 6.5057560 2.6312906 11.0866147 10.8178145 11.0080641 11.3312647 7.9067914 8.2751435 5.5445750 11.4688103 12.9909639 10.9462861 9.6199721 10.9086524 NA 8.3261679 NA 10.2302084 8.3224496 8.8368365 9.8754135 13.7576909 14.0459023 4.3968240 11.8488414 10.9520129 -1.2754370 4.7243993 6.8329217 1.5317682 NA 7.0463252 7.2674291 13.3602851 10.0874749 8.2321916 9.6312875 9.4784493 13.2292780 8.7796793 8.7500487 10.7790013 3.0463164 2.8118615 10.0350096 9.7265087 7.7715212 6.6432602 11.3173211 9.7425971 10.9071016 9.7213858 9.2282227 11.6501368 7.3861746 5.2320314 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 11.672399 11.540581 10.435634 10.182291 10.417448 10.744682 5.028176 4.081953 7.953216 4.557288 14.859565 9.338444 11.751957 8.712911 8.052129 8.159025 11.704358 7.950809 11.225239 10.599762 8.672764 8.851321 9.786821 8.046325 7.547764 10.698453 13.129472 10.9920615 10.5236786 1.3093508 9.0236049 6.7904866 10.0841465 10.4830366 11.7681078 10.7925034 9.9586156 7.4759409 10.8943219 7.1960719 9.6425148 9.6858466 7.3754487 8.3968222 9.8276847 7.7796793 13.5801901 9.8594649 10.4784493 6.3566650 9.1558944 11.1401387 14.7489523 12.0089319 13.1685706 10.9265208 0.7243883 10.1247427 10.4650210 10.4330498 9.2518739 9.0929033 8.6506928 10.1642278 10.6551343 11.4272189 6.0190169 6.6009135 14.1239232 10.3210526 10.1564167 7.8012123 9.9705437 0.3094090 10.9030618 -1.2754370 12.9867120 10.9268085 11.0667494 11.2758649 10.5706708 6.3243102 6.8741441 9.0786464 9.9289681 6.9817853 13.3493032 2.1838358 13.3876770 12.5827665 9.2351610 7.7711666 9.9538167 4.1506653 1.0463514 11.2773061 8.9362852 9.9332410 9.9514111 11.6310996 12.1211355 12.8954173 3.1838358 9.5745837 7.4892684 9.2430502 11.2309525 9.4021165 3.7243993 10.7888029 6.9770624 7.3861746 10.3678022 6.6372856 11.7192807 11.0261789 -0.2756117 12.8125226 12.7700713 10.0769922 10.1889426 7.8250593 10.9935236 11.0135513 10.7968913 10.0785030 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 1 NA 3 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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10.8072044 10.0305364 9.2703054 7.6889112 8.1908879 9.0738893 13.1535579 8.5717621 5.7362504 -0.3617871 NA 10.3805285 10.1661847 5.9050066 7.8156388 4.3106455 8.4599930 9.8537520 10.6574623 7.9305404 3.3386526 12.1726435 9.0175974 9.1300722 12.3239533 5.4711094 10.0909750 -1.3617871 7.7336160 11.4895777 4.0976529 11.9535101 11.1237968 7.9073456 1.4455678 10.8052419 10.4977072 8.7700761 8.3264695 5.8181271 0.9601410 10.4130061 9.1037853 10.4762410 1.6382129 6.7930375 9.4837090 0.6382129 11.1751947 10.1836661 2.3386526 10.9645474 12.4167069 10.1139524 10.9244880 9.5704337 15.5784294 NA 7.8403430 9.6061657 5.9691367 7.3386588 8.2061753 5.0644820 1.9615863 11.4738747 11.2921836 9.5178022 9.4844928 4.6154987 2.0976445 9.9125972 8.5451097 8.6154991 9.0759711 10.1749519 10.3905997 7.4837094 13.3062730 3.2231754 1.2231754 5.6154987 10.4014313 7.2928554 9.4599930 10.5158866 2.5451035 NA 8.1870407 7.9713746 10.8224249 6.8081443 10.4301959 8.0894304 -0.3617871 1.9601410 NA 11.0853022 8.7519611 10.1642292 6.0219238 10.0230027 8.3576079 7.9073456 11.0602838 9.0219233 1.2231754 8.0811622 5.9691367 8.8131447 -0.3617871 -0.3617871 8.8056372 9.8688400 10.0950867 8.5085835 10.8979623 9.4064034 10.8897015 4.1928096 9.7136982 9.6368095 9.3475354 5.2648029 10.2104455 4.4455744 -0.3617871 8.9166686 13.3654481 4.5451097 6.5865861 12.3331210 9.2820751 5.4962003 7.4097083 10.3623065 10.9559142 9.6564191 11.4306026 11.3175078 10.4556025 10.2090234 8.5269624 10.7405229 10.4407354 9.4517438 5.1773797 -0.3617871 -1.3617871 0.2231754 10.5174193 11.6012957 9.7069972 7.8837717 9.1737763 12.0084977 5.9511028 8.6368095 6.1773777 11.5935056 9.3947754 8.9236213 5.8573864 11.4758469 11.7637939 10.8944277 8.8675184 2.9109820 10.1773778 9.8488903 10.9811271 9.2306762 10.0061798 9.8249524 9.8825828 11.6277909 3.3931004 7.7441275 6.5924152 8.5851252 11.0348238 9.5352324 9.0651967 2.8081379 11.1549040 8.9026615 10.8178172 8.7110216 10.4154743 10.4248970 11.7589429 9.2584388 6.5085839 2.2231754 8.6647424 7.5807334 10.7313064 8.6948569 10.6558208 9.0240814 7.4261213 10.3809495 8.9488318 1.4455678 7.1179994 3.0305303 1.8081379 2.9601410 1.8081379 10.2344087 6.2748431 6.3106437 9.4415430 6.6891566 -1.3617871 11.3697502 10.2838775 11.2716684 11.8695902 8.9397153 10.3075337 6.7365142 10.0816806 10.3473028 10.5147359 9.5383312 11.8482815 0.2231754 8.2156480 0.9601410 10.3997702 8.4821400 8.3299627 9.7415068 13.2662088 13.4002896 -0.3617871 10.3481644 10.1778625 NA 3.1617748 8.8326312 0.6382129 0.2231754 7.7597524 8.0262363 14.3116109 10.8526384 8.7177038 9.5829312 10.3473028 11.5535382 9.3805284 9.0445408 10.5499855 0.9601410 2.7256757 9.5785325 9.6550273 7.7309761 3.9957739 11.4509980 10.0235422 10.7200353 10.0864180 7.1966395 10.6176442 7.2381315 5.3931073 10.0380310 0.00691950 0.00691950 0.01877900 0.00650220 0.00080801 -0.00459340 -0.00182530 -0.01266900 3.65690000 -0.01265000 -0.01265000 -0.01981500 0.00691950 0.00691950 0.00691950 0.00427820 -0.46346000 -0.46346000 -0.46346000 -0.46346000 -0.46346000 0.00650220 -0.47323000 -0.02134400 0.00191780 0.00191780 -0.01266900 0.00164030 -0.10714000 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 8.869428 11.580734 9.182218 10.023542 8.945420 10.799981 4.960146 4.338660 8.068671 7.317699 12.341149 8.489703 7.907346 7.058095 8.234744 8.649446 11.309539 5.951103 10.271214 8.192808 8.045487 8.602228 9.271032 7.215648 6.682613 10.640682 12.527343 9.5719096 10.7542380 NA 8.8427900 7.4805697 9.7597526 10.0754509 11.3386587 8.5147361 10.2977690 8.1656959 10.1012325 8.3593182 7.6550276 9.6040033 8.5982208 4.9050042 7.2529284 8.4647675 13.0184095 10.8778175 12.8521586 7.1554942 10.3771556 10.7924042 15.8025367 11.7895527 12.6180907 10.7613705 3.0305303 11.8070478 9.6162143 10.6406825 9.0001629 8.9236213 9.1773779 9.9293897 12.1732513 11.3170370 2.7256757 7.3627329 13.5793382 11.1340740 10.8075177 8.2362716 9.6571146 0.6382129 11.0441582 0.9601410 12.6349573 11.4694728 10.7882836 11.3373576 9.9847327 6.9328395 7.2118659 9.0518471 9.5162699 6.7675025 12.1628476 -0.3617871 13.4743187 12.3831579 8.8006104 8.4869516 9.4342585 5.2675770 NA 9.6702648 7.7879659 9.0738893 9.9229159 10.6385712 13.0053607 10.5132004 2.0976445 9.5748569 7.0262368 8.9408580 10.5315206 10.2085491 5.7571593 10.6237052 6.1851133 6.5147361 9.7069972 5.4455744 11.0348238 11.1595741 NA 12.4781117 12.2068877 10.1395586 10.3809495 6.9374268 10.2161198 11.0731078 12.6972465 10.6537770 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 1 NA 6 1 2 3 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 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 4 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6.99412146 10.53218564 10.96483006 10.26114127 11.06333447 11.96589209 10.91154928 9.65440600 7.46709440 11.08843468 10.73743352 9.67522545 2.16870621 0.66621122 -1.91866037 NA 10.08193648 10.61017461 9.89059838 8.36894466 9.97085394 11.70408472 5.78859175 9.60675294 8.72508843 12.01039806 9.81509489 8.75100303 6.57708737 11.27306247 12.27498850 10.84049620 8.64750520 4.86926440 10.48610756 9.91451758 11.19057313 9.46331572 10.85684240 9.24676720 8.80318570 12.24966923 1.25114341 6.21051550 6.94541808 8.75454115 11.33064192 9.51537027 8.26592160 3.03543036 11.88788247 8.56101256 11.72441191 7.46709440 9.91570314 9.87198792 11.99187489 9.77123012 7.32678450 -1.91866037 9.05133811 7.18452033 9.89661547 8.60577395 10.72380964 8.86423042 8.05277561 10.11499929 8.23351710 3.25115857 8.72598990 4.96387636 5.94523312 4.80915202 NA 10.80233137 8.09245959 6.76773292 10.00975053 7.08545228 -1.91866037 10.89881547 10.37470381 11.36258265 11.64060922 9.69732138 9.13460138 6.39592823 11.23272442 12.31978616 10.68091258 9.84858899 11.75155644 -1.91866037 7.83110136 -0.91866037 9.96043250 8.57608786 8.14327810 9.59939349 12.27698883 15.35905530 3.72508672 11.76904522 9.85766522 NA 4.03543036 8.01344663 -0.33387970 -0.33387970 7.65866065 7.82438346 14.28712083 10.75742943 8.00901007 9.24425274 10.20147005 11.82942501 8.28458030 8.91590865 11.05349403 0.66621122 2.93920777 9.52831540 9.98285329 8.00009524 4.87564738 11.57208304 9.54985627 11.26176298 10.30879691 8.32559599 10.84382183 7.73765702 5.50950900 9.78600034 1.5255e-03 2.1916e-03 -4.0462e-01 4.1593e-04 3.9081e-01 -4.4312e-03 -4.1951e-01 -1.0370e-02 -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 -4.0462e-01 4.1593e-04 -9.3336e-05 -4.2857e-01 4.3506e-03 4.3506e-03 -1.0370e-02 0.0000e+00 -4.1399e-01 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 11.258807 11.425389 12.669244 9.900613 10.098737 11.975860 6.035428 1.988121 6.695942 2.836126 12.702368 8.722923 7.662433 9.872790 8.357694 9.409907 11.527540 7.697781 11.234309 7.095252 8.246139 9.141942 9.383380 8.472476 7.647286 10.894813 13.533538 10.317246 10.425251 -1.918660 9.051338 7.418854 9.905793 9.492743 11.655234 10.064226 9.349774 7.883748 9.377001 7.462775 6.608709 8.602832 6.152695 5.147323 9.011969 9.664315 13.029554 10.118093 12.522880 7.079936 7.490623 9.730488 15.036383 11.320383 13.921789 10.902408 1.540672 10.253660 11.101518 10.214696 9.241734 8.751003 9.065651 9.797194 9.915308 11.007156 2.403159 5.189757 13.712371 11.329605 9.608709 7.147321 8.714227 NA 11.026127 NA 12.708538 11.482356 11.152695 11.0257612 10.2657976 6.8260654 8.3350794 9.5690722 9.2815177 5.6510890 13.2582382 3.2906898 13.8271690 12.2221418 9.0620858 9.6574378 10.4538252 4.4031586 0.6662112 9.6680720 9.1049866 9.1371925 10.0060447 10.6045491 10.8627968 11.2013080 0.8886166 8.7842707 7.6624327 8.9515968 11.4595270 10.0163971 3.5406597 9.9473519 3.8361160 7.5710799 9.8905984 6.0980405 11.3306419 11.2349425 NA 12.6984126 11.9603367 10.6237804 10.1149993 7.5830692 10.3250011 10.1563770 11.7373866 10.0166182 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 1 NA 5 2 2 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 4 0 0 0 0 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4.4287655 10.4174515 7.9889545 -0.4291485 1.7391136 5.5480667 8.1196078 11.1774223 4.9631042 9.1224941 10.8596519 12.2113696 8.8492353 10.9371080 12.5155893 5.5365689 10.4291553 8.4194087 10.3447492 10.4557194 8.3845671 7.8654067 7.7492265 9.2616568 9.0765973 11.8316406 8.0091411 6.7996041 -1.4293428 -0.4291485 10.6253900 10.1055750 4.8375699 8.0240564 3.9283419 8.1910054 9.6294541 10.9433788 5.5365689 0.1557492 10.6388923 10.1543386 3.3256742 9.7007126 4.7407117 10.5848062 -0.4291485 7.9759270 10.9899559 1.1557492 9.8910222 9.9033818 7.6314819 0.1557492 10.1468070 10.3413424 9.3193644 8.2019626 4.8187125 0.5707544 9.6219947 8.5931535 10.6476013 2.1557492 6.6422481 8.8410812 3.1557492 11.1239350 9.9431067 6.6422481 10.3922169 11.6189320 9.8579210 11.2352331 11.2482852 16.1835607 NA 8.5903763 9.6622212 5.5820140 7.2918853 8.1176800 6.2850304 2.7221600 11.2948733 11.2289973 9.9321812 9.7990033 6.0219971 5.5365689 9.8751371 8.1688381 7.8538740 8.4881579 10.1576256 10.3114098 7.0943480 13.2204910 0.8927407 -0.4291485 4.6582458 10.5647856 7.0302169 8.8573435 10.5721940 2.7407117 0.5707544 9.5444831 7.6923191 10.5830506 7.5537790 10.5380121 8.4287668 NA 3.4776773 NA 11.9735314 8.8068000 10.7325475 3.0302125 9.3356574 7.8677019 8.0626387 11.6129581 9.1734845 3.7802366 7.7996048 2.5707786 8.3406237 -0.4291485 NA 8.7716842 9.9327296 9.7407107 8.2092218 9.9886383 9.8842357 10.5764103 0.8927407 9.7331770 8.8352284 8.9190272 3.6582458 10.0928768 6.4534287 -0.4291485 7.9128606 13.8832433 2.3781509 6.1854959 12.6405712 9.6929666 3.6582458 7.1595000 10.5362093 10.6185913 9.8619564 11.2146419 11.6549996 10.8275841 10.1850355 7.1519866 8.8915863 10.6678302 9.3111232 5.2146416 -0.4291485 NA -0.4291485 9.4985638 10.6062722 9.3496842 8.3105664 10.6438294 10.9222772 7.1368394 9.5615988 6.8608052 12.3914634 9.8994607 8.6314816 6.1928372 11.1415902 12.4454790 11.2243027 9.2134513 3.9520726 10.5889859 9.7084173 11.6043808 9.1041154 9.7160810 9.5103650 10.3897673 10.2195927 3.7000734 8.1836542 7.0095778 9.0312416 11.2807312 10.9835620 8.6541455 4.5015219 11.4455750 9.1725565 10.6974903 8.7618451 10.3765296 10.3177199 11.9684604 10.1808878 7.2502662 0.5707544 9.2511453 6.8139594 9.5351266 9.0312416 11.0368010 9.1070329 7.7704584 10.1055750 7.7899542 2.2712165 7.4955984 2.9631042 2.8187074 4.3521441 1.7407117 10.2249742 6.9970507 7.4896489 10.0636104 6.7798493 -1.4293428 10.9153591 10.5022620 11.0970405 12.1796181 8.2694905 8.3667279 5.8915407 10.3833642 11.5986918 10.9000215 9.9944270 11.4432683 -0.4291485 8.0343104 0.1557492 9.8139598 8.2694905 8.7556611 10.2141910 13.1815223 14.7520933 3.7407117 11.6105616 10.0194184 0.1557492 4.4287655 8.0626387 1.3781232 NA 6.7256035 6.9017032 14.7425881 10.7269068 7.9150816 9.6864797 10.3781407 12.1502196 8.6832252 8.5217206 10.6766942 1.1557492 3.2146377 9.6388922 9.8659807 7.4409348 3.9631042 11.3420689 9.4851710 10.6103903 9.9980986 8.7704581 10.9796462 7.1595000 5.6333179 10.3160399 0.00000000 0.00000000 0.00374650 -0.00263220 -0.00055444 -0.00871460 -0.01285100 -0.01761800 0.00708260 0.00708260 0.00708260 0.00708260 0.00000000 0.00000000 0.00000000 0.51699000 -0.55096000 -0.55096000 0.00374650 0.00374650 0.00374650 -0.00263220 0.00180300 -0.01285100 0.00610900 0.00610900 -0.01761800 -0.00277070 0.00083195 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.923105 11.418039 12.258380 10.272092 9.527162 11.240557 3.378137 1.570803 8.570701 4.352144 13.140107 8.920576 8.442691 8.119087 8.064921 8.830529 11.164177 6.785105 10.868275 8.771684 8.545200 8.410352 9.690674 7.832881 7.278145 11.066891 14.030954 10.6114180 10.3147786 0.5707544 8.6206344 7.0219971 9.6916716 10.4907664 11.1804263 9.9838847 9.4044666 7.6042085 9.9371079 6.4534287 6.5820125 9.6395641 7.9949519 6.5707862 9.9886383 9.3290090 13.3887687 10.8538741 12.2067306 6.9391607 9.6910236 11.8719962 15.7050216 11.1634764 13.0264983 10.3269250 1.3781232 11.1306408 10.4629491 10.0255992 8.7814571 8.6314816 8.9316328 10.1864154 9.3845671 11.2507056 2.4776773 5.7000679 14.0025360 10.7382039 9.1501017 6.4716525 9.7293954 NA 10.9019827 -1.4293428 12.6012805 11.2159578 10.9294370 10.8596519 10.3447492 5.5015219 7.1253742 9.0686375 9.0054140 6.2289976 12.6902206 2.9631042 14.0858696 11.7069759 8.9801767 8.8529127 10.0879631 6.2432102 0.8927407 9.7019997 9.0825384 9.3139371 9.9277879 11.2292204 10.3647954 11.4875983 2.3781509 9.9474539 8.0805607 8.6714480 11.1613728 9.6287774 3.7407117 10.1118824 6.0626398 7.2781446 9.3496842 4.9631042 11.2807312 10.8378651 NA 12.6682419 12.5931536 10.6469333 10.1055750 7.5278875 11.0314976 10.8228598 12.4013663 10.4659672 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 1 3 1 3 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 4 0 0 0 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0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.595286e-06 5.895622e-07 NA 11.1568830 9.8229348 8.2650191 9.1574528 10.7427952 8.8392378 NA 4.4029063 6.6587456 8.3026024 10.8063146 4.4363551 10.0337856 10.8429131 11.8153710 7.7522582 11.7217559 12.7666171 6.2350952 9.2860194 9.5193898 10.1744460 10.3082589 8.0705600 8.1367933 8.8393090 9.9019201 9.0510634 12.5704591 7.8651604 6.5238160 -0.1486407 NA 10.3861804 10.1710633 6.0412167 8.3572027 4.0213198 10.6058613 9.4183966 12.0303673 5.3108236 1.8513993 10.2280593 10.0430674 5.6062794 11.4033397 8.1800663 10.6199891 NA 7.8429129 11.1393921 1.4363751 10.2607822 9.7799096 8.4679401 3.6587485 9.8239331 10.2584571 8.9507390 8.6212292 7.1823079 2.3108345 9.6343894 9.5596130 10.5202762 4.4059787 7.1551724 8.6905952 9.0693488 11.4543220 8.3532284 5.6195744 10.8133762 12.8447719 9.6960970 10.6842812 10.8124791 15.4257778 NA 8.6146035 10.0675308 5.9282069 7.5724903 8.0874056 6.8848140 3.9640936 11.3276311 10.6133579 11.0125231 9.1540302 5.5793129 5.2089425 10.2522706 8.3572027 8.3944233 8.0826127 10.4997488 10.0405981 6.3026024 13.4939507 2.4363484 0.4363751 6.7462093 10.4679401 6.8343851 8.9520537 10.7439341 4.3749560 5.0608429 9.1040567 8.6811140 10.5566434 7.3827727 10.3606714 7.9093831 NA 8.3472462 NA 11.3808218 8.8301016 11.0241313 2.3108345 9.9308760 7.2307698 7.3552172 11.3256041 9.3311716 4.6842802 7.7732322 5.0412167 9.0608445 0.8513593 -1.1484808 8.6029352 9.3311716 10.3576988 8.0632797 10.5387670 9.9800300 10.5894835 2.9388503 9.8322448 9.6261783 8.9056972 3.2450849 9.8506866 7.7093720 1.1733194 8.6179203 14.3324338 4.8513893 6.8513918 12.8582432 9.6874416 3.2437148 7.0162980 10.0921826 10.8186175 9.9670852 11.3827727 10.7821618 10.8304591 10.6441815 7.9120870 8.2692436 10.5596129 9.1891245 6.3189964 6.6779395 2.1733194 1.6587370 11.1117227 12.0142546 9.3230665 8.0162980 10.5394317 11.6386817 10.5396416 10.2269737 6.2860199 11.9604056 10.1105459 8.1414103 6.5024436 11.0912881 12.6050258 10.9026002 9.6032115 4.0281094 10.3031175 9.0584055 11.8753188 9.0826124 10.1614359 10.3755068 9.8358096 10.4002131 1.4363751 8.8485707 7.7791691 7.7939056 11.2763448 11.1624073 8.4630617 4.4059787 10.8556117 9.2912221 10.6204026 9.1181777 10.3427433 9.6530996 12.1575953 9.7263726 7.5827103 2.1733194 9.6603554 6.7217554 9.2447817 8.9012398 10.9559933 8.8930503 7.2307698 10.2660765 7.1956872 3.7582819 7.4661009 3.3108200 3.0213198 4.1367902 2.5518359 9.9046384 6.7217554 6.8737591 10.1380010 7.6103140 1.1733194 10.8598199 10.6066961 10.7691362 13.0958294 8.0632797 9.7828453 5.9846873 10.2474608 11.4162552 10.6894133 9.8471584 10.8026760 NA 8.3311713 0.4363751 9.6579408 9.1597303 8.9883822 9.6087812 12.1049433 14.0998748 9.2797515 11.1548866 9.8350975 0.4363751 3.0993120 8.3169576 0.8513593 -1.1484808 7.4807482 7.9120870 14.7526353 10.1335414 7.8598199 9.9481064 10.6575380 11.6380693 8.4752726 8.5326999 10.5729177 4.6062764 3.6062764 9.8820584 9.9073514 7.0162980 8.9481064 10.7405148 9.9909425 10.6727666 10.3683617 8.1778206 11.8066779 6.9909424 5.5033042 10.8699392 -0.096208 -0.096208 0.182120 -0.368070 0.566630 0.171330 -0.113940 -0.114070 -0.028430 0.000000 0.000000 -0.010266 -0.096208 -0.096208 -0.096208 0.167960 -0.501540 -0.501540 -0.501540 -0.501540 -0.501540 -0.372090 -0.091716 -0.104110 -0.380580 -0.380580 -0.105420 -0.106210 0.180830 -0.105 -0.105 0.166 0.166 0.167 0.167 0.000 0.181 0.000 0.168 0.168 -0.110 -0.110 0.214 0.214 0.148 0.148 0.000 0.000 0.164 0.164 0.174 0.167 0.161 0.161 -0.502 -0.326 -0.379 -0.379 0.571 0.571 0.000 0.000 0.167 0.167 -0.104 -0.104 -0.381 -0.381 0.000 0.000 -0.105 -0.105 0.166 0.166 0.167 0.167 0.000 0.181 0.000 0.168 0.168 -0.110 -0.110 0.214 0.214 0.148 0.148 0.000 0.000 0.164 0.164 0.174 0.167 0.161 0.161 -0.502 -0.326 -0.379 -0.379 0.571 0.571 0.000 0.000 0.167 0.167 -0.104 -0.104 -0.381 -0.381 0.000 0.000 10.891681 11.439403 8.891681 9.890996 8.864016 11.482796 3.805592 2.658737 8.981962 5.041217 12.775833 8.868868 12.498962 10.352273 8.210043 9.052290 10.470694 6.031300 10.189570 9.861919 8.575905 8.427781 10.215613 7.075393 6.857016 11.497050 14.956850 10.1778208 10.1419861 1.4363751 8.8012178 6.8229353 9.6731652 10.8978332 11.0865079 10.1945770 9.0350267 7.4004824 9.6787339 7.8654116 7.0993184 9.2372537 7.3352072 6.7582819 9.1321619 10.1286786 13.1176654 11.1688038 12.1491673 8.6684227 11.4877893 11.3276311 14.8316424 11.1405456 13.7889030 10.8657605 0.8513593 11.8460982 9.1263516 10.8272392 9.4798368 8.1414103 8.9053172 10.0675308 9.7062596 11.2802748 6.2089425 7.1597301 14.4320117 10.2394085 9.7477236 6.4169123 9.8236530 1.1733194 10.8605200 -1.1484808 11.8830924 10.9327981 10.7832368 10.8429131 10.1744460 5.9174795 7.5308714 9.0620626 9.2787041 7.9651332 12.7123191 3.2437148 13.8405640 11.6717697 8.8513911 9.2320254 9.8916809 4.9388550 -0.1486407 9.7982975 8.1344797 9.0850108 9.9845334 11.7806496 10.1867816 11.4727563 2.7582819 9.8012180 7.2692436 8.7982975 11.7467772 9.7232964 4.3432444 9.6506728 4.4059787 9.3778905 9.3230665 5.5928576 11.2763448 10.5928582 0.4363751 12.5614443 12.5518309 10.3427433 10.2660765 7.6360264 10.4269305 10.9073514 12.2687717 9.5059020 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 3 3 4 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.774411e-06 4.161616e-07 0.8135247 11.0393094 9.9651502 5.7676945 4.1354282 11.7473745 9.7123502 -0.1865574 2.7461192 8.2292413 9.0542906 8.6652485 3.5683848 9.6079152 9.9784063 12.5208586 5.5549664 10.8120723 13.3222846 6.9115310 7.1577956 6.9784062 11.1038064 11.4231399 6.1622282 6.7618663 8.0366325 9.2025931 9.1488899 13.9496795 8.4104162 7.7293787 NA NA 9.8768945 9.9594315 6.8903154 8.2165116 3.2729339 9.2481278 9.8503599 11.7914948 6.2892332 NA 8.6495497 9.0094869 1.3984598 7.0326684 1.9834223 10.2677988 NA 9.3555641 10.5845762 2.9009537 9.1444163 10.0131718 7.9246350 -1.1863932 9.3760852 11.0952933 9.6108772 8.5733878 6.7676958 3.8578914 9.7037638 9.0411154 10.3579810 1.3984598 4.0988995 9.0411154 3.2729339 11.0670515 9.9853018 3.5139455 9.8875137 11.2968114 10.0548869 10.0849625 10.2621320 15.2900083 -0.1865574 7.5515914 4.8358685 5.9934094 8.0637979 8.9062566 8.0107161 3.4785448 11.9849890 12.0508588 12.1931486 4.7676972 -1.1863932 NA 10.1477727 9.9434263 7.8247265 8.5633690 11.6232676 9.6288827 6.7560145 14.0404760 5.4134113 0.3984598 3.8135042 11.0329705 7.4059566 9.3370614 11.5199955 -1.1863932 -1.1863932 6.9733713 9.9434263 12.8303286 7.9115316 11.2025930 7.9958938 0.3984598 11.5989519 4.3680908 10.0878776 10.3579810 11.5052429 3.2729339 7.5414196 8.8903151 7.5139391 12.7968494 8.8163146 2.9834223 7.3757415 5.5414188 7.3053522 1.3984598 NA 8.5633690 10.6738105 10.3272270 8.9834243 9.3786016 10.7735014 10.1539059 3.3984598 9.8829493 7.6558498 9.5357178 -0.1865574 9.2811050 2.2729190 -0.1865574 7.8078527 14.4369523 6.3212950 5.3212932 2.7203879 10.6487604 3.2729339 7.3603941 11.5897268 9.9485674 12.3440277 11.5725554 11.3450174 11.9902959 11.3649674 6.7022433 5.1710507 10.1252478 9.3872697 6.6652478 8.0965876 0.8135247 -0.1865574 11.7762147 6.0896231 9.3063541 8.8943170 10.3723411 1.8134836 4.5139391 9.5566509 6.7022433 13.2851747 8.8916504 8.2079621 8.7936391 10.8469225 13.9335348 12.3814555 10.4126312 3.1519237 9.6869436 9.6589896 12.6311827 8.3193108 9.4573556 11.9909190 9.7516088 12.3512032 1.6208679 7.7850431 7.5549664 7.8134997 11.0575659 4.8019553 6.2948137 4.1710547 10.4286693 8.4501241 10.3282136 9.6168234 10.9220239 9.1104157 11.6892488 11.0208189 11.4357801 1.9834223 8.4555512 7.7442365 7.8849617 8.3311687 11.3480698 8.8889785 8.1533494 10.3904561 7.5345986 3.3984598 7.7022427 3.3984598 2.9009537 4.8358685 2.1354364 9.2429061 3.5683848 6.6961427 11.2898432 8.3332144 0.3984598 11.1936899 10.9594316 11.3861997 12.8744486 5.2892332 7.0471195 5.2188122 9.4012770 9.3738322 10.5948591 10.1494480 10.6776856 4.4573579 9.3956414 1.3984598 10.2755466 8.3947002 10.3458554 10.3937580 10.9635640 10.8050213 3.1354199 9.1012117 9.7914949 NA 1.6208679 7.2851747 0.3984598 -1.1863932 5.6838649 7.8021842 11.7349685 10.6961922 8.1993617 9.5268859 10.2265985 11.4385233 9.3516884 8.3695071 10.6656387 7.4464945 -0.1865574 10.8731819 9.4373809 6.8578939 9.9977549 11.1340180 9.1421745 10.5841633 9.7758894 6.4859243 11.1497271 7.2143794 4.5683848 11.7198264 0.78987 0.78987 1.26970 0.25074 0.84278 0.84869 1.25850 -0.27822 0.35430 0.42654 0.42049 0.51717 -0.69396 0.30571 -0.24143 -0.09578 -0.23847 -0.24072 -0.23031 -0.23031 -0.24557 0.25074 -0.20921 -1.29290 -0.20846 -0.23009 0.23318 -0.73591 -0.72376 -0.045 0.233 -0.213 -0.213 0.299 0.299 -0.736 -0.724 -1.243 0.406 0.406 -0.683 -0.165 -0.168 -0.168 0.304 0.304 0.306 0.306 -0.706 0.177 0.346 1.326 0.000 0.000 0.552 0.767 0.237 0.237 0.811 0.811 -0.243 -0.243 0.833 0.833 -1.284 -0.306 -0.192 -0.192 0.420 0.420 -0.045 0.233 -0.213 -0.213 0.299 0.299 -0.736 -0.724 -1.243 0.406 0.406 -0.683 -0.165 -0.168 -0.168 0.304 0.304 0.306 0.306 -0.706 0.177 0.346 1.326 0.000 0.000 0.552 0.767 0.237 0.237 0.811 0.811 -0.243 -0.243 0.833 0.833 -1.284 -0.306 -0.192 -0.192 0.420 0.420 6.947926 12.338041 5.256445 9.908897 8.315337 10.091368 3.671486 4.485923 9.803589 6.852418 13.060166 10.804398 11.551592 10.803298 7.083561 8.358464 10.192878 3.568385 9.895648 10.735340 8.148890 9.039960 10.280127 7.439208 6.239765 11.275235 12.708222 11.409689 10.317822 1.620868 7.793639 6.188539 10.113280 11.721517 11.559804 7.112707 10.036294 8.340977 10.387620 8.812090 5.911531 12.488905 7.584989 5.135428 6.478836 7.222891 13.582562 11.138805 15.069985 6.572256 10.500875 11.655457 16.207074 12.107258 14.194062 10.446040 4.098900 12.343296 7.561692 12.568387 10.090787 8.207962 9.369047 10.632481 6.607915 11.154740 1.983422 9.762597 14.458042 10.233986 8.831700 6.321295 10.552858 2.720388 10.273955 1.620868 12.665346 11.586406 9.736084 9.9784063 11.1038064 5.1172795 6.7676958 8.3642463 8.2790659 9.2973152 11.9101043 1.3984598 12.5577026 13.7814912 9.2334596 8.2608306 9.8170174 -1.1863932 0.3984598 9.9311426 7.0802856 10.5570716 10.1923361 11.3343636 8.2585142 9.2292411 NA 10.1069712 7.0755947 9.2460413 11.4737182 9.1798218 3.2729339 9.1874520 4.9009634 5.4282094 9.3063541 6.0326673 11.0575659 9.3623213 8.5345986 11.9782493 12.7791034 9.3232744 10.3904561 7.1218381 11.3835923 10.4859248 12.2788630 10.7366597 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 4 2 3 4 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 9.7691176 9.2712011 0.2253983 -0.1516825 4.2254446 8.5488716 10.4283814 6.1242950 6.3058155 10.7401554 12.7878428 8.6544993 11.1164655 10.9250138 3.0999179 9.8395376 8.1383307 9.9674700 10.6910078 9.2734739 8.7851369 7.3649926 8.2606985 9.5383244 13.0346126 7.5649352 6.3886717 NA -1.3595642 9.5269376 9.5100726 5.0155199 6.7332364 2.3409325 9.0220218 9.1393280 10.2348034 7.8978666 1.6404821 11.7204636 11.0360130 10.6597220 11.6177588 5.4859677 11.5822601 -1.3595642 8.5990317 10.7229606 4.3409183 11.6461034 9.6558938 8.4119685 NA 9.9689855 10.1351394 9.2431778 7.8596472 4.6848748 NA 9.7292671 8.3581553 10.2060570 1.2254600 7.1323321 8.7119412 7.6376581 9.0024227 11.8710998 6.1561782 11.8724485 10.1674671 9.4160892 11.2060570 10.6704562 14.7336075 -1.3595642 9.0176892 9.5390803 5.2698336 7.9736342 7.7594202 8.5413456 1.6848636 11.4796826 10.1373327 11.3903483 6.5888465 2.5473758 2.7279422 8.7825858 9.3225956 7.4478337 8.6531034 9.0024227 10.3764579 7.0284962 12.5360541 2.0999011 NA 3.9258855 10.0672678 8.3478379 9.2422495 11.1864086 1.8104020 NA 9.4891017 6.2179073 10.8845037 8.0392223 10.8284494 8.3886717 NA 7.5533682 1.8104020 10.4769238 7.1640410 9.9391143 5.1640421 10.8122811 7.3022569 7.7011748 10.3551536 9.4630496 2.6404821 8.2533474 5.5593419 9.4914469 0.6404358 NA 8.8104039 8.6739019 10.9892070 8.1738085 10.6109443 9.2725652 10.2995828 0.2253983 10.2413210 8.7761882 9.1682978 4.1640380 10.0693624 3.6404821 NA 8.6971167 14.1648981 3.3409183 6.2027214 9.6766525 8.7658924 4.8499342 6.1796384 11.1475301 11.1524785 8.9680314 11.0029707 11.5841731 10.5496219 9.6127406 10.2003339 10.6940654 10.8404578 9.1463103 3.5946799 0.2253983 NA NA 10.6793978 9.1571637 10.2712010 8.0370835 9.6274870 4.9624056 4.3953645 9.2561084 7.9119420 11.9849135 9.8668910 9.5526197 6.7952968 11.2696078 12.2854617 10.5924920 8.1263080 3.7510888 10.2734740 10.0106213 10.8529752 9.3836302 10.2574871 10.4731750 9.7819473 7.9465408 2.9624010 8.0327962 7.4859685 7.8499324 11.9173302 6.6760473 7.7745459 3.5473635 11.8830575 9.1212690 11.5654768 8.1738085 9.5837263 9.9396869 12.2223855 9.9101900 7.7671834 0.2253983 9.3760349 7.2478089 9.4914469 8.8303035 10.3009651 8.9947282 7.3093636 10.5990315 9.1182372 1.2254600 7.0284962 4.4984615 2.6404821 4.7490032 NA 11.0185027 6.1403247 6.9212495 11.2144549 7.2482900 NA 10.4490409 10.5593421 11.0509302 10.4988484 8.6390693 9.0803096 6.1985943 11.1490164 11.5498094 10.6492576 10.0797904 10.9436888 -0.3595642 7.6683851 NA 9.8106356 9.7959296 8.9096054 8.8547980 13.5452545 14.6584399 8.5458657 10.8969824 9.7984572 -0.3595642 4.7837081 8.7018502 0.6404358 NA 7.9049212 7.5712164 15.5853739 9.9172023 8.5352968 10.0771904 8.8487131 12.6075249 8.7914954 9.3174056 11.1890600 3.6404821 2.3409325 8.7568228 9.7038740 7.5292220 8.7345565 11.1393280 9.8692976 10.8713999 10.3931648 9.8590421 11.1645307 7.8129063 5.5972332 9.5100726 -0.23077000 -0.23077000 -0.48544000 -0.22241000 0.51459000 0.00058787 -0.23909000 0.00586430 -0.10186000 -0.09878200 -0.09878200 -0.09878200 -0.23077000 -0.23077000 -0.23077000 0.02177700 -0.48390000 -0.48390000 -0.47925000 -0.47925000 -0.47815000 -0.22241000 -0.22302000 -0.23909000 -0.48908000 -0.48908000 0.00586430 0.02121700 -0.23672000 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 10.334401 11.490275 12.569275 10.329603 10.883058 12.379838 4.849934 2.640482 7.738406 6.058332 13.901986 9.436088 10.205105 9.578529 8.798394 8.883653 10.489102 6.673901 11.168200 9.984775 8.821631 9.218040 10.058832 7.504665 7.202721 11.160361 14.133552 10.936822 10.143311 -1.359564 8.232936 7.815404 10.559342 10.513923 11.298244 9.032796 9.467027 7.714621 10.131330 7.079270 7.041358 9.130327 7.986993 7.643294 9.901986 8.734557 13.234512 9.022022 12.543984 6.936570 10.627387 10.980885 14.470524 11.934812 14.218468 10.904628 -1.359564 9.660764 9.376035 10.777790 9.539080 9.552620 9.942546 9.576381 11.523122 11.583173 2.962401 4.769761 14.548441 10.514307 9.694405 5.738511 8.122278 NA 11.636423 -1.359564 13.020872 11.656004 11.590670 10.740155 9.967470 7.273474 6.825354 8.836466 9.816028 6.684873 13.449526 3.727942 13.209385 12.684275 8.954496 8.484384 9.816028 4.571216 1.447844 9.948818 8.116212 9.556358 10.206057 11.468615 12.694914 10.536811 2.225429 10.061492 7.874099 9.255189 11.496710 9.957891 5.447834 10.446626 9.572694 9.500014 10.271201 5.049870 11.917330 11.590488 NA 13.145856 12.005844 10.238997 10.599032 8.216018 10.505825 11.276548 10.709412 10.489767 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 3 3 4 3 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.3541592 5.5227588 9.1915187 6.8615609 9.6012079 10.0270054 9.8429887 8.6486434 8.9800904 8.8207269 9.4056895 14.4202840 8.2395045 5.2426520 NA NA 10.2516397 9.2656528 5.6052217 7.4665146 5.1577633 12.0411459 9.3167160 10.6573663 11.6597801 5.3987710 12.5869468 9.4217070 9.1781106 11.3952980 2.5727927 11.7599266 NA 9.3778105 10.7684513 4.9713504 13.7120020 10.4148642 7.8378821 NA 9.7038147 10.4191732 9.3999256 7.9367351 5.9588589 0.1134338 10.5333281 9.2757593 10.2297119 2.1133671 7.9077836 10.0520140 4.2008339 8.9868119 8.2426511 4.9713504 12.1223077 9.7381634 9.9604253 11.5789343 9.5981908 14.4600548 1.1133671 8.3228214 8.3612955 4.9462583 7.4796897 6.9012700 9.2400724 2.4353086 10.8902121 10.9647265 10.8357485 7.7020826 -0.8865662 -0.8865662 9.6072234 10.3678061 7.7132807 8.9335470 9.8556774 10.4148642 7.2374891 12.7230084 4.3228223 1.4353086 5.4884057 10.2656528 8.2087650 8.7608264 10.9998266 NA 0.1134338 7.6369298 8.0081854 11.7210935 7.0733693 11.1041810 8.0617352 1.1133671 7.8749193 1.6983518 8.7463632 8.4465234 9.6650761 2.4353086 11.1935192 9.2719777 8.3636665 11.0661092 9.1189924 3.5056877 7.2782747 6.5479957 8.7804794 2.9207316 NA 8.1875094 9.7472712 9.8085961 8.4775025 7.8138075 9.0066694 10.4997694 3.2832995 9.4498746 7.9399165 9.0051515 3.2832995 10.0992098 2.5727927 NA 5.9335467 13.5656092 3.1133671 2.5727927 1.4353086 8.4753115 5.9588589 6.3801545 8.4554427 11.9405121 8.1794573 10.7225466 11.6257380 10.7193104 10.3475866 10.2329575 9.4205687 10.6082235 9.4406398 -0.8865662 3.1133671 1.1133671 NA 10.0631946 7.7206985 10.1398914 7.9174992 8.3366217 4.1133671 3.9207220 7.5727995 8.7151387 12.8102268 8.9012706 9.2452249 5.6525266 12.1450691 12.3716395 12.4272430 9.1422271 3.8450986 9.8378818 10.7427245 11.0726454 9.4598816 8.7299167 9.4045385 10.0477960 9.8865072 3.7572260 7.4796897 8.4171487 7.3565418 11.5658666 7.5941984 6.1395043 3.5728048 11.3923980 8.2681859 11.4392355 0.6983074 9.8947276 9.8682554 11.8563089 10.8319008 9.1454135 -0.8865662 9.1259925 7.6092231 10.0470586 9.3577317 10.6501008 9.1848302 7.8033659 10.2757593 6.2323096 3.9207220 4.0202622 1.6983518 3.7150697 4.9960090 1.1133671 10.6636337 5.8947280 7.0963620 12.1965696 6.7882668 2.4353086 10.7399896 9.5280532 11.5779137 11.1948513 8.2400724 8.8276136 6.2695007 11.3523697 10.5850431 10.0813146 10.0381804 12.4753117 -0.8865662 9.3118130 -0.8865662 10.1488544 8.0762641 9.3565420 9.6379096 15.0451904 12.5473445 1.9207125 8.4442848 10.2458676 NA 4.6052217 7.3289980 2.1133671 0.1134338 7.9775541 8.2374891 14.8756721 9.9439149 8.8782395 9.4840553 9.2870451 12.1586157 9.1091351 9.4783779 10.6290678 3.7572260 1.4353086 9.8112043 9.3337462 8.0232609 2.8138120 11.5182434 9.7608264 11.0802338 9.9658974 7.3276874 11.1621953 7.0906481 4.5396303 10.2795310 0.05494500 0.05494500 -0.05671200 -0.00792360 -0.00028328 0.24638000 0.00000000 -0.00719580 -0.00484610 -0.00484610 -0.00484610 -0.00484610 0.05494500 0.05494500 0.05494500 -0.00173780 -0.23373000 -0.23373000 -0.05671200 -0.05671200 -0.05671200 -0.00792360 -0.00105990 0.00000000 0.00319100 0.00332990 -0.00719580 -0.23533000 -0.23909000 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 8.861561 12.372670 6.522759 10.651557 9.923136 8.954146 6.605222 4.200834 7.907784 7.943091 14.183363 9.766294 10.765317 9.606303 7.915109 8.417149 10.254836 6.090648 11.029247 9.511043 8.157762 8.828815 9.484807 7.764420 6.135736 10.900454 12.888772 11.4959919 10.4515471 4.5727987 8.3469875 7.1955169 10.5333281 10.1935192 11.9083929 8.6889073 9.9533590 8.1189924 10.3307198 8.2882935 10.2789031 9.0470585 6.0791519 4.7572260 8.3612955 7.2477946 13.8327033 9.9697934 13.4461038 6.7852981 10.5951674 11.5979391 14.3807033 13.0797832 12.9655072 11.0437357 1.6983518 10.9267483 8.2907875 11.2323090 9.1968472 9.2452249 9.4731174 9.9821905 12.5884680 11.7345040 6.8615609 7.1955169 13.4169931 10.8501926 9.9183056 7.9525718 9.8732562 -0.8865662 11.0719206 NA 13.4972747 12.3750368 10.9383267 10.8728401 9.6012079 7.3894920 4.6369320 8.2782747 9.3695766 3.9207220 12.4886586 2.5727927 12.4254000 13.1004542 8.9541457 8.4269314 9.9674571 3.5056877 2.9207316 9.8412884 5.9077848 9.9651170 10.1189924 11.0496378 13.3690604 10.4862330 NA 9.4676174 5.2218925 9.2982432 12.5623876 9.4565536 5.7280783 10.9810328 5.6525266 5.7280783 10.1398914 3.2008339 11.5658666 11.6295604 0.6983074 11.9965840 12.6124664 9.6879614 10.2757593 7.1412744 11.4302151 12.0573478 10.8414330 10.7005829 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 1 NA 5 2 1 3 2 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 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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6.4210516 9.9780486 11.5483704 9.9052512 11.2957809 11.6769919 15.0241284 NA 8.9356248 7.8700367 5.9032022 7.4661393 8.2316743 6.6532249 3.8588066 11.1450782 10.8640829 9.9369600 9.6507861 3.5026616 3.9880939 9.7253155 8.4549988 7.4018412 8.9647177 10.4976976 9.9168009 7.2163608 12.7715115 0.4438188 NA 3.3823767 10.3012344 6.8977281 9.1625900 10.4721382 2.9462630 2.0287459 9.6111899 8.5080653 10.3635140 8.5713363 10.5575139 7.9356248 NA 3.0287283 -0.1411437 10.8364469 9.2861220 10.8086360 3.4437658 9.7337905 7.8756173 7.8559885 11.6323606 9.2108527 4.8811752 6.9673335 3.0287283 8.6335961 -1.1411437 NA 9.1694220 9.8042530 10.1908457 8.6286471 9.8977283 9.8963562 10.5232565 4.9462723 10.0256000 8.6450787 8.3209228 3.1067336 9.9052512 7.5730548 NA 7.1986592 13.8585890 5.5453105 8.3079581 12.1590187 9.3294681 3.2511283 6.6136967 9.8396628 10.7716985 9.8418027 11.5796947 11.3562344 10.7490735 10.6548488 7.7445056 9.7042993 10.8100939 8.9016996 -1.1411437 2.7657045 NA 1.1807208 9.9072961 10.5307925 10.2031051 8.0658238 11.3156205 10.1220784 10.1055498 9.8396628 9.2882160 12.1722591 9.5107578 8.8231500 6.0186809 11.2530039 12.0416691 10.7540058 9.1351313 3.9719298 10.1126567 9.5161277 11.4037737 9.0864253 9.6377077 9.8581046 8.9542062 10.4032907 3.1807367 8.6580908 7.9302713 8.4808609 11.6763925 10.9866294 7.4558187 6.0085564 11.7278246 9.4066676 11.0060142 7.5696156 10.4601157 10.3007159 12.3715497 9.6621332 7.9248986 NA 10.0554114 7.1807377 8.8389489 8.2660772 10.6931104 8.8245935 7.5935189 10.3238654 5.6916989 2.6661658 7.3745092 2.7657045 3.9814782 4.9880939 1.4437658 10.0148922 7.2119564 7.3506625 10.9612114 6.6630044 2.4437658 10.6984067 10.5334428 11.2125074 12.2798221 7.6885322 8.4954337 5.7817217 10.6128616 12.1502677 11.0458519 9.5833231 11.3747554 -1.1411437 7.9568413 NA 9.9622020 8.1807372 8.5276944 10.1476753 13.1617337 14.9656992 3.0287283 12.2804796 9.7589212 -0.1411437 4.8588115 7.7925001 NA NA 7.6103531 6.9725514 14.4466453 10.8159366 7.8559885 9.9289302 10.1378393 12.2728337 8.9100182 8.6080419 10.6777907 2.5592471 3.6136967 9.1829897 10.1343517 7.7806500 5.6916989 11.2400817 9.6995872 10.8079064 10.3032598 8.7969186 11.4702952 7.1676028 5.5744285 10.6141141 0.00591390 0.00591390 -0.00773500 -0.01102300 0.46615000 -0.01414600 -0.00656070 -0.01510900 0.00813970 0.00813970 0.00813970 -0.00388950 0.00591390 0.00591390 0.00591390 0.00382930 -0.50759000 -0.47854000 -0.00443290 -0.00365700 -0.00365700 -0.00752770 -0.00019456 -0.00871090 0.00535780 0.00535780 -0.01276300 -0.00210690 0.00598270 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.9945185 11.2297690 11.9510708 9.6589002 9.7761813 11.3892155 4.3182373 0.4438188 8.0900304 1.4437658 13.4437717 8.4375403 7.1161973 8.8760908 8.1438413 8.3626351 11.4591868 7.8756173 10.9929146 8.0755551 8.5330014 8.2531861 9.0779172 8.2871694 8.0337346 10.3161901 13.4267059 10.9584857 10.7310993 -0.1411437 8.9072960 6.7895467 9.7656998 10.1891659 11.6791877 10.7097773 9.5071667 7.4172297 9.6605176 6.5098605 6.4362385 9.0560258 8.1185523 6.7954475 9.6426259 9.1603053 13.0673484 11.3466492 11.2952605 8.3328802 9.0719133 12.1200227 15.2460020 11.2465573 13.5695618 10.6145313 1.4437658 10.9803428 10.6877391 9.8289151 9.1511307 8.8231500 8.6335961 10.0966167 8.6645532 11.2055999 4.7167879 5.8922331 14.3185178 10.3315000 9.7452679 6.1625907 9.4954337 1.1807208 11.0299860 -1.1411437 12.3631316 10.9501950 11.2711144 11.1433442 10.5281372 5.0287327 7.0287338 9.2628862 9.7429797 6.5170205 13.1549482 2.8588165 13.3676563 11.4958868 9.1841146 8.7738371 9.5312345 3.0287283 0.8587767 10.7422162 10.0894301 9.2196562 10.1494041 11.4810899 9.7011595 12.4087142 3.5026616 9.8686378 7.4512663 8.7551416 11.1989375 10.0670436 4.0682667 9.7873277 7.4172297 7.4210516 10.2031051 6.5867302 11.6763925 10.6948596 NA 12.9495006 12.3224613 10.1767870 10.3238654 7.3745092 11.0212006 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7.1687082 9.4108185 7.5090481 2.6229069 6.4594169 2.6229069 2.6229069 3.6735451 1.8155754 10.1992652 7.0916850 6.8599546 10.8486433 6.0881437 -0.1844246 10.6148426 10.9364468 10.9608564 10.8796301 8.7179362 8.4844459 5.9805692 10.3114160 11.4908565 11.0697038 9.7156731 10.5016237 1.4005379 8.0371483 0.8155754 10.0497797 8.3371616 9.0310941 9.8281855 13.4551278 14.0244050 1.6229304 11.0658594 10.3381426 2.7224442 3.1374871 7.8876666 0.8155754 NA 6.1464781 6.9293034 14.2211679 10.5387953 7.6034639 8.4394424 8.8141514 11.7593578 7.1598572 9.1726620 11.2793408 1.6229304 2.2750070 9.8448482 9.4639185 7.2790849 4.3391231 11.1862484 9.3634195 11.3471861 8.7842278 8.3134128 10.2678023 7.6325445 4.2805555 11.1436749 0.00580300 0.00580300 -0.00241900 -0.04224500 0.64341000 1.26030000 0.64763000 -0.01409000 0.04726800 0.04726800 0.04726800 0.04726800 0.02665400 0.00580300 0.00580300 -0.00544970 -0.68104000 -0.68104000 0.00013863 0.00013863 0.00013863 -0.04224500 -0.00387790 -0.01808200 0.00032581 0.00032581 -0.01409000 -0.00941880 0.00000000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.626 0.626 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.626 0.626 0.000 0.000 0.000 0.000 0.000 0.000 11.307164 11.769030 13.557081 10.438070 9.909639 11.265483 3.063486 2.622907 7.609977 2.137504 13.243201 9.501974 7.826788 7.295503 7.811498 8.350836 11.216974 7.082347 10.802114 10.093430 8.673542 8.234952 10.249183 8.044380 7.553653 11.532380 12.857135 10.0581396 10.2734548 NA 8.6626182 7.8239894 9.8890331 10.6417122 11.5587124 9.7179362 9.6905423 7.0587353 9.8816502 7.1992650 7.0634889 9.5729510 7.5298069 5.2418249 9.4403566 8.9525520 12.7384241 8.4985557 12.7163335 6.3307090 7.7899757 10.8081454 15.6647950 11.0449807 14.8174969 10.4412698 -0.1844246 11.0664516 9.6018306 10.0969115 8.2014236 8.6828398 9.8462281 10.1965632 9.5340939 11.6710116 5.5837447 6.3469427 15.5076669 10.7050650 9.2923071 7.3391231 10.1687078 3.0634857 11.4897532 -1.1844246 12.8491561 10.8890231 10.9158948 10.589936 10.274480 5.370150 6.164290 9.039563 8.980468 7.246014 12.952547 1.622930 13.754268 11.804246 7.878956 9.852607 9.950629 2.985482 -1.184425 9.318393 8.695144 9.765388 9.361491 11.264452 11.081176 11.277808 2.275007 10.192229 7.931905 8.653189 10.638928 9.341082 3.903029 10.143675 10.399584 7.862685 9.096332 5.710379 11.316652 10.659874 NA 13.370629 12.704304 10.885682 9.410818 8.194940 11.396291 9.753670 12.397106 10.952229 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 2 6 2 1 6 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 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4.3244218 7.8717371 7.5737297 8.2929317 2.6415229 11.2931413 10.3256512 10.1308400 10.4122707 3.2979544 2.4499575 9.4848436 10.2101740 7.5289041 9.0147377 9.7790766 10.3592462 7.5117289 13.7631762 3.2435015 NA -1.4568011 10.2456681 7.7549510 9.1869187 10.6512602 NA NA 9.7730830 5.3504159 9.8589818 11.2626652 10.8194777 7.7766824 NA 7.4469443 -0.4569991 10.8731390 7.3012858 9.9808145 NA 9.9022630 8.7790768 7.7328872 10.5976667 8.7451862 2.3504124 6.7476331 3.7129919 9.0685832 1.7129919 NA 8.1466888 9.3735777 10.3145520 8.1522412 11.7924722 9.3971516 9.9834126 3.0024865 9.9407372 6.7525158 8.1448331 3.1280294 10.0724931 1.5430504 1.1280294 3.8284691 13.7047455 6.7378192 -0.4569991 2.9353843 9.1559311 3.1869125 7.6826140 8.4972587 11.2849507 9.9561615 10.8482692 11.5668497 11.0456457 7.5458773 6.5709683 11.6488073 10.6522402 8.5302413 8.2658700 2.0024865 -1.4568011 NA 10.0273819 10.6745979 10.1072120 7.1687714 9.8046051 4.5874550 7.9460746 10.5196266 10.2495585 12.1110185 9.0339133 9.3145520 8.5458777 12.1309571 12.4132345 10.4785959 8.8901411 3.2573124 10.0349156 10.2035041 11.9435417 9.2251792 10.4749080 9.1678579 9.7616257 6.1129190 2.5430504 9.1242630 9.5528912 9.5493885 11.7109510 7.0079759 6.9513069 4.2709849 10.8901301 8.7742837 11.5534157 10.0513524 9.7167396 10.7076551 11.7658574 9.9455416 7.7957280 NA 10.6141896 7.6225475 10.3775335 8.7537339 10.5858504 9.0319068 8.9994169 10.3153770 9.4371222 3.0024865 9.5486871 4.9181000 1.5430504 3.7525131 1.1280294 11.0225902 6.7476331 6.4195793 11.3480364 5.5694212 1.1280294 10.8912373 10.4076355 10.7500768 10.0101585 8.8016285 10.0084044 6.0722580 11.2510686 11.6227139 10.8539592 9.9164714 11.6563163 NA 7.6645959 0.8649686 10.4302831 9.3252416 8.8110195 9.0468883 13.3274928 15.1750210 0.5430999 12.3604459 10.4118851 NA 4.2709849 6.3696113 0.1280294 NA 7.2154874 7.1317767 14.9346249 9.6010543 8.8180229 8.6384594 8.0228427 12.5117293 7.0065864 8.9309076 11.1167097 2.2435168 3.1869125 9.1355195 9.9834126 7.8468430 7.4257052 11.6548502 9.5895043 10.8840252 9.9267667 7.2607389 10.9324249 7.2946070 4.2979471 9.6311882 -0.00553750 -0.00553750 -0.00512270 0.00235810 0.00777830 0.00000000 0.00277450 -0.01009400 0.00271650 0.00271650 0.00271650 0.00471900 -0.01119800 -0.00553750 -0.00553750 0.00066125 -0.00512270 -0.00512270 -0.00512270 -0.00512270 -0.00512270 0.00235810 -0.00761010 0.00277450 -0.00332430 -0.00332430 -0.01009400 0.00444110 0.00597000 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.276078 11.725767 6.461926 10.524273 9.732887 8.252146 7.523202 5.828464 6.687721 2.002487 13.466669 8.157791 9.599023 5.811253 8.310601 9.176058 12.017275 7.677489 11.427996 11.099089 9.204841 8.361804 9.450163 8.510289 7.526056 11.110781 13.479746 9.663948 10.377929 -1.456801 9.440152 7.146689 10.213719 10.429521 11.405312 9.593591 10.223422 8.020821 10.441664 6.018797 6.828465 9.397152 9.603083 7.109116 8.038917 7.434846 13.870089 8.545878 12.597921 7.258785 13.969458 10.966178 15.980140 12.526947 13.344266 10.975865 1.128029 9.793361 11.542886 11.120491 9.248695 9.314552 9.266723 10.109116 8.721727 11.570277 2.128029 5.375953 14.272879 11.019556 10.094771 10.793953 9.637800 NA 11.624047 NA 12.832433 11.341569 11.253869 10.983932 10.310005 5.732888 8.942875 8.425706 8.822673 6.526056 12.986261 1.865008 14.177306 13.427138 8.372785 7.199201 9.820350 2.350412 -1.456801 9.473800 7.584721 9.545174 9.928386 11.398904 10.635159 11.224740 1.128029 10.865272 8.427233 9.222543 11.960651 9.606458 3.497255 10.190970 5.576486 6.554290 10.107212 8.543062 11.710951 11.443552 6.587457 13.238019 12.762609 10.180593 10.315377 7.735355 10.626542 10.343153 9.461046 11.347119 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 3 3 4 3 2 4 2 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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6.295343 12.818405 10.655358 9.6089762663 9.7837197035 NA 7.3136041225 4.8080760893 8.4498700189 12.2465712945 11.6202537385 7.5124742161 10.0105502042 6.7218210394 10.1466536949 6.3316389410 7.5359969325 9.7935117867 8.3158709559 6.5781507502 6.6445773570 7.5969112960 12.4350891336 8.4805018352 13.4246909291 7.1481806405 14.9266931400 10.2204950204 16.0672522414 11.1402729031 12.6882065686 10.2598763479 5.6154310114 12.4344373498 6.9195844045 11.7113127515 7.5045473025 6.4845377501 8.7303424203 11.3623912029 8.6318984048 10.6687200574 5.9665066055 8.2581094812 14.8896264628 11.3527649792 10.6062010555 7.7489146875 11.1849770345 0.0007211672 9.8137010393 -0.9991346426 12.1888467029 10.2893338651 9.0842008933 10.047845 9.562964 2.170662 4.210178 9.617270 9.627343 7.811293 11.156488 2.170662 13.364309 12.438604 8.752266 7.133709 9.946897 3.393045 NA 8.806466 6.839926 9.610824 8.061418 11.558425 10.662054 9.599704 NA 10.401067 7.931459 8.604348 9.596911 8.064117 4.808076 9.081539 3.907612 4.701161 7.880305 5.978001 10.627799 10.067483 NA 13.329817 13.469600 10.589904 8.995075 8.377932 12.331358 9.480502 12.980309 8.942121 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 6 2 1 1 1 1 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 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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10.5512872 NA 8.3650604 10.5907279 3.7931572 11.7894939 10.0939704 7.6088403 -0.4163846 10.9066654 10.3025247 8.4845373 7.3716033 8.6618515 NA 9.5494849 8.1984107 10.4984595 -0.4163846 6.6443971 9.0845427 3.9760153 9.3444206 11.5338920 7.4291908 12.9663727 14.1570520 9.3748636 11.2642800 9.8274697 16.2766362 NA 8.8185183 9.3707870 4.0431345 7.7283586 7.9213227 9.3217931 1.7679937 11.4606013 10.9730631 10.1644303 8.7168428 1.1686420 2.2841291 9.2130573 8.5581153 8.2347523 9.0885198 9.6095324 10.2684494 7.1611299 13.4722537 0.9056590 -1.4161921 5.4905926 9.8823361 8.3302151 8.5276807 10.8566220 2.2841291 NA 9.4046773 6.7385193 10.7025445 9.2454788 11.0601938 8.0410814 NA 3.7931572 0.5837116 12.0106206 7.1228590 9.3344076 5.5723865 10.1568745 7.6658497 8.1497547 10.4720635 8.9379502 1.5837116 7.2666957 4.6280970 9.0795557 2.0431345 NA 8.8874814 8.9630790 10.8164214 8.3862169 10.3281141 9.2979461 10.6012051 4.4416827 10.4424588 8.0015534 9.4586820 3.2841439 10.0405684 2.0431345 -0.4163846 7.4905910 13.9999704 7.6443964 8.8077024 12.9132868 9.2176042 4.4905894 6.0266452 10.6967917 11.0170253 9.4494341 10.1597126 11.3635883 11.0007621 7.9824443 9.0644908 10.4236917 10.7071755 8.9786350 3.2275563 1.9056205 -1.4161921 NA 8.6497900 8.8829086 10.2419121 7.6362686 9.0455074 12.7900283 5.1984116 8.6457467 7.6974430 11.6827197 10.0328494 9.9011134 5.8874814 11.5197865 12.3453558 10.7922399 9.3527120 2.1936771 10.1868634 9.5129591 11.7462494 9.3773040 11.0882714 9.3327321 9.3551901 8.7129836 4.1686661 5.5144379 8.4663437 8.7334479 12.0431323 8.9152559 8.5008638 4.4165898 11.6536539 8.5538067 11.3636252 8.8387293 9.8298475 10.3695618 12.0293622 9.7084682 6.4965902 NA 9.4883352 7.3813621 9.9695631 9.0634808 10.5375188 8.9641618 7.5232797 9.6935314 7.7385186 4.2275563 8.2401254 5.0914967 4.8084726 5.7623169 4.6060691 10.5273144 6.3974813 7.5780541 10.3860232 5.1228590 -1.4161921 10.5368058 10.4905913 10.6243329 10.1214044 9.0735487 9.2401256 5.3834347 11.7382024 11.2034622 10.7601855 9.9565658 11.0097033 1.9056205 8.0120608 NA 10.1028455 8.9324289 9.0172861 8.9803055 14.1982955 14.5783414 0.1686420 12.3625992 10.0845425 0.1686420 5.9910524 7.9229049 1.5837116 -1.4161921 7.9368476 7.4935937 14.5827978 10.0240508 8.7486075 9.0523249 8.9268863 12.5416189 7.5465966 9.3001343 10.9598261 2.9760153 2.3910528 9.8943135 9.8960164 8.0735284 6.4354502 11.3764910 9.7258078 11.3198912 9.4875826 8.4401262 10.1896431 7.6416927 3.6838424 10.0349119 -0.0073339 -0.0073339 0.1426600 0.0130740 0.2629400 0.0079175 0.0097276 -0.0053992 -0.0383060 -0.0383060 3.6569000 -0.0194520 -0.0073339 -0.0073339 -0.0073339 -0.0047958 -0.4838600 -0.4838600 0.1426600 0.1426600 0.1426600 0.0130740 0.0137720 0.0098669 0.0000000 0.0000000 -0.0053992 0.0031910 -0.0147780 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 9.536442 11.598941 10.199330 10.413027 10.651135 11.045180 4.671163 2.831634 7.817320 4.692226 13.520017 8.766045 9.772908 7.659046 7.948689 9.630143 11.236546 7.625360 11.363010 10.176625 8.977091 8.745135 10.115716 8.490591 7.780918 10.565625 13.066131 9.7296328 10.5306070 NA 8.4509794 7.5144379 10.5801742 10.2906283 11.2704201 9.6012051 9.2057524 7.8644716 10.4146120 6.6497893 8.4416818 9.4424588 7.4385690 8.4540652 8.4663437 8.5907281 13.0784938 7.2094095 12.2634007 4.7275448 9.8481433 10.7576901 15.6152188 12.4020832 14.1938316 10.8067974 0.5837116 10.4913425 11.5563215 9.9296602 9.6157464 9.9011134 9.4006844 9.8119181 11.1940335 11.9434489 3.9056301 5.4291908 14.7045274 11.4611766 9.5092552 7.1984107 9.2410190 NA 11.9564297 NA 13.0120609 10.5698343 11.2966575 10.2780585 10.3069350 5.8874814 6.0349112 8.7104052 8.8725668 5.7833728 13.4708618 1.7536045 13.7792651 12.2120323 8.0472248 8.2153505 9.8783215 5.7833728 -0.4163846 9.7642315 8.2631809 10.1003856 9.9765172 11.9509789 12.1256443 11.9338111 1.5837116 10.6830485 7.2841402 8.9706409 10.7410476 9.2419121 4.0431345 10.3247463 9.6974428 7.5408030 10.2419121 5.9587406 12.0431323 11.4084606 1.3910528 13.3691021 12.8111662 10.3938706 9.6935314 7.9543883 10.2360976 10.4701594 10.7942655 11.5269536 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 1 NA 5 2 1 1 3 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 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8.8121237 9.3167440 6.1340525 4.7052094 10.4183967 12.4697229 7.6312076 10.7176397 10.3280488 -1.3172469 9.1616103 7.9402284 9.9044278 10.2403044 7.5532053 8.2864672 6.5283306 7.8602601 9.4477123 13.2233925 6.6652634 6.9589656 -1.3172469 NA 8.8763659 9.7788968 5.6370363 6.7272343 2.4901850 9.0002533 8.6828408 9.4133108 6.6996488 NA 9.8977668 9.4352212 3.6370421 9.7010408 6.1091056 11.1054311 0.6828429 8.1299238 10.3512825 3.3266955 10.3596793 9.3798083 7.9957236 0.2678354 10.0398427 9.7053402 9.5900168 7.5987203 6.8726650 1.4902107 8.7848164 7.8995865 10.6165313 NA 4.8527679 8.3212765 6.8726650 9.6180057 10.2369498 6.6884657 11.2673241 14.4884082 8.9670865 11.6013313 11.1417599 15.1819080 NA 8.8351254 9.0837200 4.4377271 7.7649897 7.8427118 8.8389237 2.0047531 11.5173117 9.8947290 10.5931086 7.8849648 3.2678054 4.5408208 8.4642002 9.0578802 7.7569819 9.9612901 8.2103177 10.3671510 6.2975509 12.3642987 4.3552630 0.6828429 4.2374261 9.9466967 8.8477477 9.3867441 10.8962487 5.2975509 NA 8.9295812 7.7435365 10.7214408 7.8274990 11.1699270 8.5957300 NA 7.9068425 5.7381220 10.9340272 6.7272343 9.5493469 1.8527580 10.4464680 8.0070211 8.2640414 10.5224381 10.2350294 3.1422664 6.9911794 3.8922939 9.3085495 3.8527679 -1.3172469 8.8677161 8.7742761 10.9580922 7.7991845 9.6046816 8.8017817 10.0176725 3.2678054 10.1681669 7.7623256 9.8424156 2.9307752 9.5882276 2.5897395 1.0047531 8.5423753 14.1991563 6.1985413 4.5654814 10.7135078 8.5957300 3.3832757 4.9307704 12.0340560 11.1794448 9.2536452 10.8664761 12.3830365 10.8932076 7.8223917 7.2864672 10.2005101 10.7995095 9.5521492 4.7052094 2.9307752 NA NA 9.8922940 8.5972257 9.8306816 8.6355821 9.3254971 8.3463989 4.1746940 9.2034594 6.0491624 11.8003215 9.8929031 9.3284990 4.2678054 11.2984703 12.0257487 10.1866664 8.6500669 3.7976252 10.8803646 9.6304776 10.8956410 9.6157935 11.2164138 9.9659290 9.0567932 5.8922939 2.2678054 8.7065951 7.2864672 7.9543039 11.9731476 10.8396348 8.2867453 2.0047531 11.9639013 8.4966217 11.6353999 9.3266969 9.3490647 9.9098548 12.0215771 9.9803301 7.1174686 NA 8.4393971 7.1216330 9.2975505 8.9496271 10.0918338 9.2640412 8.2621564 9.7880945 9.8935121 0.6828429 10.2117831 2.2678054 1.4902107 5.4901946 1.2677755 11.3632002 7.1174686 6.1091056 11.0332274 6.3914412 -0.3172469 9.9134617 10.3867442 10.8980703 9.9188549 9.3374767 8.5553154 6.2657726 11.3726203 10.7469098 10.5298980 10.1786957 11.2115390 1.8527580 7.5957297 1.0047531 9.5708228 9.5415989 9.3649573 8.3640790 12.9556162 15.0910045 5.9116604 11.7813663 9.5616580 1.8527580 4.7913661 8.7350554 0.2678354 -0.3172469 7.3798081 6.8874119 14.2085756 10.2431735 8.0794453 8.8540175 8.2161706 12.2268391 7.5715843 9.4994644 11.3983737 3.8527679 2.7703005 8.8198317 9.5844618 8.0469755 8.9343231 10.8555807 8.9934536 11.2088508 10.8243092 9.0805154 10.6057966 8.1237096 4.1091014 9.9889024 0.0102850 0.0102850 -0.4211300 -0.0048461 0.4122800 -0.0011087 0.0055529 -0.0027707 0.0085854 0.0253950 0.0390540 0.0126550 0.0102850 0.0102850 0.0102850 0.3802300 -0.4332200 -0.4190400 -0.4190400 -0.4190400 -0.4190400 -0.0048461 0.0000000 -0.0049844 -0.4185700 -0.4170000 -0.0027707 -0.0018014 -0.4209000 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 9.650067 11.910306 8.987762 10.306265 10.221030 12.340271 6.968243 1.682843 7.668654 5.660121 13.380243 9.119615 10.245560 11.362167 8.481588 9.576142 10.494617 7.417550 11.731498 11.897463 8.916460 9.438955 9.993266 8.241262 8.015996 11.049709 13.127079 10.435639 10.482527 -1.317247 8.607653 7.260269 11.071665 11.345509 11.220544 9.510977 9.252696 7.018231 9.681431 6.304892 6.290172 8.441064 9.727918 7.237430 9.396227 8.348177 12.970192 8.051347 12.655641 8.133227 10.522438 10.692669 15.485508 11.581253 14.073077 10.785145 2.930775 9.677194 10.038742 10.507402 9.516521 9.328499 10.022691 9.677194 9.819191 11.725996 6.571584 4.267805 14.142180 11.139195 9.490196 5.921246 9.375456 2.004753 11.850259 NA 13.074621 11.339337 11.706075 10.418397 9.904428 6.410762 6.057879 9.541599 8.635582 6.671525 13.559249 2.682843 13.328049 12.825426 8.851513 9.321132 10.209340 5.852765 1.682843 9.705209 7.631208 9.455155 10.355266 11.545284 11.156800 11.226598 1.267775 9.964191 8.372839 9.000253 11.282754 9.425992 6.694068 10.232625 11.392786 9.952552 9.830682 5.791366 11.973148 11.714886 NA 13.567774 12.094881 10.505013 9.788094 8.348177 10.465429 9.579173 10.472073 10.521241 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 1 NA 5 2 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10.46251618 10.43116996 4.21066940 10.79663133 13.95198818 9.58869965 10.91492795 9.68360242 16.19609220 NA 8.75035996 8.71682015 5.12087030 7.33852782 7.72555031 7.48967699 2.16211334 11.84403757 10.67151073 10.16004044 9.10339247 3.67461883 1.67459624 9.51003245 7.84453881 7.91873923 8.78104557 10.34562380 10.43516726 7.34420712 13.27294529 0.67464143 0.35264555 4.46120766 10.28785053 8.04093571 9.12747259 10.34420735 3.35268791 -0.64724147 9.18636635 6.48196891 10.75940338 8.07378489 10.64241620 8.05831812 NA 3.44015491 -1.64746744 11.93188357 8.15842943 9.97885086 4.37505334 9.15196711 7.67235745 7.98386235 10.84002310 8.94701005 2.67461883 7.12087030 3.48197053 8.81314145 -1.64746744 NA 8.35550042 9.88016251 10.73611979 8.53756088 10.44047979 9.54682676 10.40627198 1.35270204 10.11174145 8.17286450 9.58943524 2.74500063 10.07463909 6.42414781 NA 8.16486269 14.03026750 4.71023888 6.95631226 12.49479255 8.76737076 3.99654241 6.63345591 11.00776896 11.01067377 9.98931005 11.01089695 12.09605888 11.56776342 9.50433635 9.14140392 10.46055644 10.84754106 9.01745262 3.21066940 0.93764571 -1.64746744 NA 8.88601507 10.55786783 9.77317218 7.83448496 9.41979041 12.52800113 9.57306374 9.75889043 6.10757280 12.52495671 10.07975503 9.24826086 5.78731492 11.47097773 12.71394394 10.85477140 9.45024356 2.71094415 10.06778955 10.21996420 11.29171365 9.10422945 10.98021935 9.57003745 8.80903977 12.32611381 1.35270204 7.83448496 7.05658895 8.41067733 11.54898023 9.39209800 8.10909149 4.58150190 11.68751741 9.13240487 11.48357774 9.02952411 9.97610984 10.46935437 12.20735912 9.88650183 6.57185425 -1.64746744 9.47292332 7.37505334 8.95166851 9.13158408 10.57328145 9.10924171 7.11423687 10.19267662 8.01089674 2.52260821 8.88601507 4.48197053 6.91873923 3.84453630 2.05311134 11.02776041 6.55725690 6.25355254 9.42946763 6.30699857 -1.64746744 10.44379021 10.73314653 11.43516721 11.42263868 8.83750841 8.24598711 5.13627343 10.96578428 12.38559217 10.87305862 9.96693524 11.52167095 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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 0.000 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 10.1385466 11.6440001 11.7809148 10.3802460 9.8500383 11.7047289 2.9376457 0.9376457 7.2199642 2.5226082 13.0192424 8.4449275 8.2550607 10.1589411 7.8423730 9.3349662 12.1210766 7.2863757 11.0374341 10.2793521 9.0746392 8.6469158 9.6593568 8.2937333 7.5049707 10.8540251 13.9091616 10.2622036 11.0692907 NA 9.0400612 7.2893236 10.7844443 10.1547979 11.1985675 9.5112953 9.3569059 7.8223274 9.8395205 7.0703614 6.4348350 8.6438562 5.7705384 6.7363898 7.7914774 9.0513900 14.2912773 9.9829527 12.6359186 6.7013688 9.9521335 11.5715514 15.7996395 11.8220729 13.6543960 10.7912174 0.9376457 10.7184611 11.5869042 10.4348345 9.3736654 9.2482609 9.3090616 10.4523620 9.7572948 11.5090846 4.4819705 6.2715489 14.2050928 11.7807839 9.4221352 5.7277245 9.6774286 -0.6472415 11.4212958 NA 13.0073215 11.7874258 11.2665099 10.8128854 10.1907076 5.1208703 7.7342286 8.9101492 8.9432726 5.3861074 12.6653948 2.1600489 14.3182894 12.2479767 8.8314551 8.6825378 10.0487837 5.2353288 -0.6472415 8.7277248 7.9655540 9.5081362 9.9842718 11.2063849 10.6171281 11.2763844 1.5226082 9.7799983 8.4361648 8.8131415 11.3674034 9.5940728 2.4401549 9.7162728 9.7971828 7.6124284 9.7731722 5.0108962 11.5489802 10.5697344 0.3526455 13.4032569 12.4190270 10.2696846 10.1926766 7.4845426 10.6900286 11.1254124 12.0982737 10.8118686 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 4 3 2 3 2 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 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10.4341427 10.6996946 7.1914511 3.7976771 10.5192079 5.4024493 NA 0.1070182 5.1010659 8.3292196 10.1057208 4.1499747 8.1855980 11.0932703 11.8955924 10.5945749 11.0215713 11.6874513 4.6524750 9.9322078 9.5331023 10.3424313 11.0648575 8.2696069 8.5728798 6.7798362 9.1234324 9.0334321 10.0512432 7.6255781 5.6354003 -1.7568184 -1.7568184 10.1295422 10.3877417 5.2430826 7.6332525 2.4910065 7.6672499 9.7183102 10.3242340 6.0309871 4.1499747 10.9750389 8.9599029 3.5650122 10.5884888 8.5571003 10.8043715 -0.7568184 7.8706175 11.4551238 2.4910065 10.7331822 10.2027232 7.9137397 -1.7568184 10.6921443 10.7313680 9.3932433 7.9012947 2.9435276 0.5650122 9.8513383 9.0170470 10.7111984 -1.7568184 6.4029541 8.9811757 2.7666376 10.7988709 10.8619278 6.1196010 12.3539362 14.4984072 10.2504612 10.8708453 10.6031075 15.6673810 NA 8.4755044 9.9426560 4.6006325 7.8411360 8.1057210 5.2430826 2.3407047 11.4843218 11.1567209 9.8374081 10.9168342 6.6354003 5.4329093 9.4390708 7.5851579 8.1678958 9.8760787 10.0025556 10.5669826 6.9084190 13.3910436 1.4129983 -0.7568184 7.9330816 10.5290636 7.8941350 9.2626742 11.1628779 5.3305476 NA 8.8299231 9.2203633 10.7674709 7.3091725 10.5848802 8.3659116 -0.7568184 3.1010617 NA 12.3930687 8.1241973 9.5250135 2.8869403 9.4592230 9.0496332 7.8336706 11.6275974 9.8148361 3.9710009 7.5491455 4.0244438 9.4598293 -1.7568184 NA 8.8485629 10.3295515 10.1863308 8.6860270 10.4467374 9.6083123 10.2292810 -0.1720184 10.0712199 8.8336706 9.8551041 3.1499747 10.5399997 5.9641837 NA 6.8760785 13.1506314 0.5650122 10.3918778 12.4632350 8.7258914 3.7666482 7.2902078 10.8957044 11.1806412 10.6836931 10.7139965 11.9221831 10.5901511 9.2203633 8.3839133 10.1544755 10.3975851 9.2613740 5.3723671 2.4129983 NA NA 9.4409144 8.9128543 9.2929319 7.9330816 9.5819089 11.4338341 7.2289254 9.1492225 4.6860242 12.0459027 10.5539802 9.4335256 6.6050276 11.2553588 12.3546267 11.4061041 8.7550141 3.3760681 10.1760364 10.1723419 11.3832742 9.1363850 10.9965091 10.1969162 8.9101951 11.5952648 0.8280628 7.9979709 6.7389380 8.4814883 10.6410255 11.2291779 9.5958165 2.5650122 11.3047922 9.0029717 11.1285892 8.3078260 10.2895255 10.1749291 11.5807053 9.9119685 6.8280463 0.5650122 8.8697052 7.6714434 9.8914411 8.7928680 10.7391458 8.8687923 7.7066079 10.1749291 8.8053260 2.2430902 7.1826625 4.8577919 2.4129983 2.8869403 -0.1720184 10.9534594 7.1041699 5.9504428 9.5823044 5.7179259 0.2430597 11.2324780 10.0342464 11.5541222 11.3253988 8.5145464 10.2685622 6.9758617 10.4758041 11.1647385 10.9553955 9.4098742 11.4972263 0.2430597 7.8374078 1.9435088 10.0991199 8.5063528 8.4439820 8.8660505 13.3607266 14.6519771 1.0504669 10.4853644 10.2157007 NA 6.0046340 9.3670174 -1.7568184 NA 8.0870045 8.0979520 13.7096698 11.0080255 8.9287085 8.6181230 9.8038939 11.5397129 8.1619466 8.8870119 11.3432530 0.5650122 3.2430902 9.4155109 9.8628450 8.1196005 5.0244438 11.4581614 10.4841729 10.5795900 9.5043205 7.9912764 10.1863308 7.4933815 5.4783312 10.1088168 0.0047967 0.0000000 -0.0022311 -0.0199930 0.0083495 0.6994000 -0.0024795 -0.0260160 -0.0150390 -0.0150390 -0.0150390 -0.0169870 0.0339870 0.0047967 0.0000000 0.7234000 -0.7326900 -0.7326900 -0.7318600 -0.7583900 -0.0026117 0.0068188 -0.0100340 0.0064191 -0.7323000 -0.7339900 -0.7272800 -0.0100000 0.0064015 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 0.678 0.678 -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 0.678 0.678 -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 10.7109437 11.3167230 12.6485574 9.9339545 9.8591727 11.5497148 1.7025246 -0.1720184 8.3672046 2.6354062 12.4627058 8.2510639 5.7899770 9.9025754 8.4803532 8.8587130 12.2627611 7.1041699 11.3819952 8.1649245 8.9391816 8.8546892 8.7859412 8.4130084 7.0854342 11.2581500 13.5318054 10.2409686 10.4802934 -1.7568184 9.4054749 8.5157132 9.8443900 9.6498200 11.6104982 8.9383117 9.6235445 8.1529764 9.8153100 7.6418271 7.0854342 8.9093075 5.6094063 1.9435088 7.8186224 10.6148601 13.2275464 9.9735536 12.0777520 6.0642189 6.2203628 11.2953118 15.7486469 11.9833913 12.4312086 10.9370059 0.8280628 11.3524244 9.0252628 10.4415285 8.8788017 9.4335256 9.9975535 9.8977195 9.9048616 11.3934638 3.6006385 6.6311014 13.3636944 11.4037428 8.4042155 7.7568111 10.2980269 -1.7568184 11.3994826 -0.7568184 12.3805550 11.1475130 11.0429722 11.0932703 10.3424313 6.8614691 8.5215329 9.1552243 8.6407579 5.2317665 12.8925389 2.9979788 13.5259909 12.6737320 8.7695827 9.4302932 10.2885018 3.8869403 0.2430597 9.0423650 8.0211604 9.2778825 9.8655929 10.2384973 11.3193981 10.1333477 0.8280628 9.6137709 6.1257255 8.6932636 12.0924886 9.7671353 1.9435088 10.0971727 2.7025246 10.3848713 9.2929319 6.8280463 10.6410255 10.9008485 NA 12.5730900 12.5814020 10.5267506 10.1749291 7.2626746 10.5499996 10.4919005 12.5135993 11.0679110 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 1 1 2 1 2 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.456566e-06 5.895622e-07 -0.61860587 10.67246220 10.03324004 7.68507253 8.61011019 10.62803208 7.26591973 NA 2.53672434 5.91267381 8.71220851 8.89896077 3.38129722 8.72114158 10.79597672 11.62357244 11.19085865 10.99623132 11.93035414 4.98120421 8.13450846 9.43725167 10.06691635 10.42226612 7.46344018 8.97000606 7.46165624 8.35570611 9.43114007 11.42636855 7.69508140 7.52339886 -1.61882740 0.38128337 10.38164363 9.79333198 6.77360871 7.88710300 0.70318931 9.02514759 9.70434617 10.07477849 5.09553627 2.38128337 10.25665688 7.68278747 13.03570375 10.40365928 3.33548326 10.51539688 NA 7.71668161 11.62921899 2.46876576 9.75904428 9.87514696 8.18542257 -1.61882740 9.73100941 10.96939710 9.57814565 7.58830613 4.23927583 0.70318931 9.14699194 8.77789637 10.89378508 2.62921672 5.78217002 8.52084297 1.38128337 10.76364536 7.97187861 5.14947481 12.48172881 12.87720895 9.36143107 10.73305889 9.90827972 15.95716307 NA 7.80125180 9.14034743 4.73884348 7.77146042 9.00700035 3.70322254 2.73037911 11.13743077 10.96883459 9.11684739 10.05592513 3.23927583 -1.61882740 9.96202116 8.17895311 8.45677084 9.51700083 10.02289167 10.47206550 7.05724880 13.14128367 0.70318931 NA 4.05371957 10.80440743 7.66437973 8.79068245 11.63425251 1.18865412 NA 9.49958363 8.97000606 11.11032800 6.33548862 9.85347456 8.73001968 NA 7.45810717 0.38128337 12.19657471 7.75633081 9.52786011 4.40365630 9.52148227 6.45275356 7.18864621 11.19487231 9.32087071 3.77360607 8.74979804 4.21417922 9.64514755 -1.61882740 NA 7.92238817 9.26317012 10.79940759 8.98306229 10.33257625 10.03950294 9.56988029 0.96628279 10.53421007 9.72169802 9.91850013 4.28215806 9.96155012 3.93588401 -1.61882740 9.46941715 14.05476621 -0.03371721 10.38199580 12.68428732 9.33257614 3.70322254 7.17895261 10.67476314 11.43148026 10.46344049 10.65683402 11.54158206 10.81982343 8.00882524 8.15607852 8.08173108 11.25049977 8.79616683 2.08171457 1.18865412 0.38128337 -1.61882740 9.96343352 11.07063432 8.55371914 7.99784054 9.21539103 8.75850206 4.48981907 9.40712306 5.61969765 11.56523696 10.52052302 9.26851206 5.73002036 11.24179652 12.81357239 11.87614706 8.74707819 3.15845014 10.27041518 10.33184739 11.34905809 8.93396058 11.09188274 10.24150940 9.05724853 5.72114021 2.90485014 8.33839366 5.70321977 8.28517331 10.88462036 11.84173970 9.41295825 2.62921672 11.42089599 8.52849631 11.04284690 4.87314385 10.25972561 9.54494126 11.99715097 10.06866718 7.29418052 0.70318931 8.66784920 7.59561033 9.29492901 8.39949156 11.19585993 8.44063583 8.70884421 10.24276611 7.90289180 -0.61860587 4.79068343 -0.03371721 -0.61860587 3.93588401 -0.61860587 10.80440743 5.79914431 5.43657497 10.19635045 6.68246796 -0.61860587 11.20406146 10.67763420 11.55168606 11.84749545 8.34851793 9.65182039 6.93449881 9.83661864 10.64719946 10.20545471 9.44401227 10.85677161 NA 8.30313230 2.77361662 9.88213343 9.56492685 8.99139344 9.29043454 14.10124175 12.61865084 3.80756101 9.92287217 9.88958153 -1.61882740 3.62351574 9.23693861 -0.03371721 NA 7.54870942 7.86107201 14.20176965 9.18806656 8.77468198 8.86611423 9.73001968 11.35552680 7.10921219 9.20039278 11.49177480 2.77361662 1.38128337 9.59682448 9.64632037 6.99600113 3.18865412 11.09489278 9.67361313 11.10516570 10.56663157 6.27610951 10.67935403 7.59580499 5.42863487 10.28140361 0.34917000 0.34917000 0.36699000 -0.10296000 1.13230000 0.73825000 0.34137000 0.30176000 0.00035103 0.00840320 0.00000000 0.00299690 -0.11599000 -0.11599000 -0.61042000 0.30866000 -0.62757000 -0.60298000 -0.59063000 -0.59466000 -0.59466000 -0.10296000 -0.11441000 -0.13826000 -0.61150000 -0.60366000 0.32188000 -0.10466000 -0.60559000 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 9.9214195 11.8625864 9.5735843 10.5275419 8.4898159 12.2385922 5.9281855 0.7031893 7.6124166 3.7736061 11.7248936 7.9395780 8.9136473 9.0900735 8.3003782 8.2408261 11.6971486 5.3470774 10.8560114 9.2006723 8.2911845 8.5878540 9.3765710 8.1659265 7.3784709 11.7323688 13.6054439 10.0856274 10.6944579 NA 9.0642860 8.2314785 10.1457484 10.1659264 12.2484737 8.0519479 9.9563580 8.0607716 9.6256553 7.2941805 6.8969911 9.2639346 5.8731439 3.4256876 8.3456323 10.1842117 12.6986334 10.2400496 11.9296318 6.1231633 11.8767718 11.9519774 16.5469051 12.2070453 14.5386976 11.0998243 -0.6186059 11.2885577 8.6173058 10.6747631 8.9520959 9.2685121 9.9497227 9.9397122 9.4433377 11.5315100 -0.6186059 6.1494748 14.3697800 11.0550422 7.9793440 8.1626511 10.3153509 NA 11.5251530 -0.6186059 12.3863019 11.7179250 11.5157178 10.7959767 10.0669163 6.0251484 8.5512165 9.1143069 8.9530440 6.8691311 12.0823369 2.7032115 14.5999493 13.1121861 8.2851733 8.8187835 9.3318474 0.9662828 -1.6188274 8.2821585 7.3528353 9.7811034 9.9769686 9.8396981 10.7077210 9.4446865 -1.6188274 10.5214822 8.9009278 8.6469064 11.4391140 10.2802707 1.1886541 9.9863080 7.8930442 10.3812915 8.5537191 1.7032336 10.8846204 10.8104367 NA 12.8135071 12.0351442 10.4174651 10.2427661 7.5284963 10.2926835 10.1032451 11.7935901 10.9259010 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 5 2 1 6 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.3862798 10.3128794 10.2593993 6.8329090 9.1996424 9.6144452 9.9568267 -0.3862798 -1.1475217 3.6581315 8.4701663 9.7423797 6.6744366 6.0649518 11.3028652 12.0264430 6.9083614 9.8219751 12.2077155 1.9356860 10.2508185 7.9129486 10.4917918 10.3228247 5.5562547 8.7183397 10.0925105 9.7410904 9.3305604 12.9086487 8.1298347 6.7836662 -1.3860912 NA 10.3446355 10.1906976 4.6581372 8.0587559 4.5679348 8.9985247 9.2611993 10.1509593 5.6361083 0.6137202 9.7679260 10.4118075 4.1373068 11.1198005 7.9734902 11.6221695 -1.3860912 7.7736120 11.3621434 1.6137202 8.4763780 9.8473606 7.6109200 3.8231991 11.0242081 10.4439748 8.7566137 7.7012039 7.6361083 -1.3860912 9.0925106 8.4466309 9.9002987 0.6137202 4.4963856 8.6865432 2.0731690 9.4701663 10.5043851 7.6165562 10.7320298 14.5421898 9.9396084 10.9348233 11.0955403 15.6883109 NA 8.6457867 9.4008271 5.0060601 7.6985491 8.1625625 7.0103457 2.7011942 11.3638197 10.7443114 9.9563712 7.0935211 3.0731690 3.1373068 9.6102143 9.1797949 7.7936501 9.1431715 9.8298805 10.2453727 6.8183125 13.0684900 -0.3862798 -1.3860912 NA 10.3297028 7.3518332 9.0379071 10.8802346 NA NA 9.5385533 6.5024834 9.8495817 10.4592309 10.8320013 8.1115927 NA 6.0483692 0.6137202 10.2795209 8.1854934 10.5441086 -0.3862798 9.7571241 8.6784836 7.9909515 10.7504116 8.9424157 2.1987142 7.0690684 2.6137438 9.0156871 0.6137202 -0.3862798 8.9887804 9.6340263 9.9657843 7.9014534 11.1949414 9.5809672 10.4541254 7.3918184 9.6305491 6.9974448 8.2575972 4.0221103 10.1100954 0.1987456 0.1987456 4.5444792 13.3445294 8.4794743 3.4717207 3.9356672 9.1165727 2.1987142 7.1412182 7.7064981 11.0790522 10.3211000 11.1664100 11.5936269 10.9373586 8.2136535 5.6024242 11.4925581 10.7404454 8.6852033 8.5009614 3.9356672 0.6137202 NA 10.4044966 11.7018665 10.3930499 7.8968295 10.0034045 9.1528996 9.5967345 10.1010785 10.4864157 12.0099442 9.3365483 9.1115927 6.8758353 11.8470609 12.5533201 10.7707719 9.0219857 5.1627941 10.0530523 9.8413568 11.6617168 9.4887223 9.6629087 10.2777436 9.6635894 8.3176446 1.9356860 8.8244121 8.5251328 9.7196494 12.0104794 9.0707215 6.6996113 5.8991442 10.6801664 9.0294827 11.4584466 9.4709443 10.1553216 10.4952373 11.4012354 10.4073441 7.8134131 NA 10.6291559 7.4933239 9.8004741 8.4917918 10.8463866 8.8121860 8.2539860 10.4852611 8.1778904 3.1986984 7.9690918 2.5206234 4.3686287 4.6137438 2.0731690 10.6267145 7.3245469 6.8852034 10.3262119 6.9506049 0.6137202 11.0525327 10.5485375 11.1168212 10.6444080 9.4105917 8.6891531 5.6193661 10.4871849 11.2772990 10.9583142 9.7628529 11.7089730 NA 7.7430241 -0.3862798 10.4154492 8.5621081 8.4466309 9.8799417 13.8783667 14.9787487 1.1986827 12.2994752 10.2480981 0.1987456 4.1987063 6.1451231 0.1987456 NA 7.5024842 7.3382550 14.5633168 9.6588179 8.2173674 9.3245474 8.7117730 12.9908836 7.6581351 8.8374170 10.8971186 3.4717207 3.3141745 9.3262679 10.1421950 8.2843971 9.5198798 11.3987846 9.6757870 10.8796489 9.8170889 7.8852040 11.0615990 7.5445078 5.0703807 10.0879538 0.00069327 0.00069327 0.00138680 -0.00097017 -0.00332430 -0.01216200 0.00000000 -0.01367700 -0.03081300 -0.03081300 3.65690000 -0.02959500 0.00069327 0.00069327 0.00069327 0.00124810 0.00138680 0.00138680 0.00138680 0.00138680 0.00138680 -0.00097017 -0.00173710 0.00000000 -0.04360200 -0.04360200 -0.01367700 0.00529750 -0.00609040 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.555339 11.275964 6.361933 10.537811 9.380270 7.591021 3.743019 3.073169 7.641647 2.935667 13.931259 8.019755 11.761900 5.672598 8.170458 8.744311 11.702529 7.459231 11.330132 12.326805 8.511586 8.833333 9.402696 8.174074 8.211793 11.900154 12.720386 10.0960446 10.6598417 NA 9.6885512 7.1095956 9.8207551 9.8533393 11.5942375 10.5741049 9.6200669 7.2467358 10.5164928 5.2719522 5.8805264 9.2569658 10.8781834 6.7986157 9.0178181 8.1548373 13.0631475 9.4138318 12.2868291 6.5986153 13.4202905 11.1326399 16.4462972 12.1072211 12.8931338 10.8569148 0.9356860 9.9795165 10.3606750 11.0569434 9.0284260 9.1115927 8.9095097 10.2638951 7.5024842 11.4900621 3.1986984 4.9356672 13.6837528 10.4053107 9.8898653 6.6416472 9.5903050 0.6137202 11.2919008 NA 12.0758597 11.0025627 11.4265198 11.3028652 10.4917918 4.1373068 9.2879330 9.0294827 8.8628543 5.6798291 12.8752408 1.9356860 14.0896959 12.8806738 8.7313839 7.2010310 9.8910283 2.0731690 -0.3862798 10.5400369 8.2932210 9.5370683 9.9866059 10.4375062 8.9602545 12.2051463 2.9356672 10.6995452 7.9558155 9.0294827 11.1254935 9.7216117 2.1987142 9.9723921 7.2467358 7.0772654 10.3930499 7.3141808 12.0104794 10.9682657 NA 12.7677678 12.5632940 10.1921135 10.4852611 8.1548373 10.6942253 10.9424158 10.1923447 10.0617333 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 2 2 5 3 1 4 1 1 2 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 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11.21580465 -0.49553215 3.96909522 2.41131777 8.86198234 9.33811104 7.19093086 6.85757674 10.77530945 13.03355567 6.62855198 9.96078463 12.22210662 -0.49553215 8.00626716 6.70900107 10.96181105 10.23064831 7.67935553 10.14963828 9.10805655 9.72782858 9.35305307 13.52467227 8.13729807 4.82636035 -1.49573556 -0.49553215 9.85978122 9.05805939 2.20486063 7.72117577 6.75709527 9.41881526 10.21135783 8.64398170 7.91805820 2.41131777 10.87702318 9.55631886 0.82635527 9.86527720 1.67437025 11.77968173 NA 9.87293662 10.41544760 4.02799443 11.71281697 11.06285087 7.61295472 4.82636035 10.00373293 11.02231607 9.31660760 8.19791698 8.01024164 -1.49573556 9.91010347 9.28497004 9.68806563 NA 6.10434295 9.24505421 8.97305414 7.95357896 9.11176062 7.36861646 8.36547034 12.31409785 10.15817101 11.78766325 9.71510161 15.76474332 NA 9.96642109 11.18060763 5.24589872 7.77355662 7.10434295 11.21996324 2.52413892 11.19158714 10.64494042 9.14286600 3.63371019 -1.49573556 2.50444243 9.35773981 9.16798834 7.49027248 4.43516851 9.99578227 10.35383525 7.87511777 13.15076387 1.08936255 0.82635527 3.78983356 10.78636022 6.75235790 8.45571476 10.84983542 -1.49573556 NA 11.77238728 7.98622945 8.62522519 8.40529679 10.72420371 8.64653711 -0.49553215 9.87184488 -0.49553215 7.96795477 7.75945881 10.58024358 0.50446785 9.81220025 9.16353421 8.27756917 11.88150510 8.71022338 -0.49553215 7.19093086 7.77822566 8.34835106 1.50441700 1.67437025 9.88489123 9.20573657 9.92649496 9.62919777 10.48135223 10.18214987 11.12097900 10.16487186 10.35851934 5.33731861 9.19795211 2.31179372 10.11129806 NA 0.08936255 -1.49573556 14.36197387 6.36861646 0.08936255 5.49311570 9.67810730 6.33097781 5.41132116 8.61033871 9.43664492 11.22339111 9.88543236 10.77557514 11.71220713 7.06285134 8.22381879 7.27921683 10.93148111 9.44588124 NA 5.31178645 NA NA 8.31500189 1.50441700 10.40076259 8.57589241 11.15660967 2.08939645 5.51565884 6.68433907 9.95357882 12.81191562 9.14557888 8.78983226 4.31178645 9.56512608 14.86409397 12.22819778 10.53819728 6.23364268 10.74014529 9.84205203 12.35559361 10.53233615 7.22552945 8.75472853 9.31580485 1.50441700 4.08939645 1.08936255 10.88272504 8.30371181 11.20660287 9.34222360 8.05209577 6.87511777 10.59288717 7.79444901 10.07143555 1.31179372 11.09641993 10.29437136 11.29151654 11.07143555 9.80821095 0.82635527 12.36512920 5.39924630 9.13378672 9.69178225 11.36021166 9.75591255 9.57253672 10.58391495 0.08936255 3.59189480 2.41131777 0.82635527 4.05901776 4.33731861 4.17685730 9.73024017 3.75235255 9.67372884 12.00244790 6.68985125 2.41131777 10.65354214 11.18917878 10.94503987 11.35695969 8.55155408 5.23900462 5.69089196 12.23786927 10.52714474 11.60624173 9.73204614 10.46298285 6.23234993 8.91911539 NA 11.17176352 8.69301888 10.10527225 10.52575726 12.77924509 14.44355022 6.92228230 10.36202248 8.91382110 -1.49573556 3.74436564 6.55427879 2.41131777 NA 5.73324858 7.56512646 13.73471337 8.57320863 7.13378646 9.37787423 8.92544317 12.67435518 8.83870348 8.47733814 10.95538365 6.62855198 5.13378544 11.30229431 8.84983542 7.36861646 5.08939222 11.65592247 9.68992514 10.26140341 9.44841018 10.70010996 11.83506701 7.63371310 3.67516104 10.84622697 0.0000000 0.0000000 -0.0042929 -0.5171200 -0.5508600 0.0502500 0.0871000 -0.5799800 0.1584600 0.1584600 -0.3101400 -0.3101400 0.0399020 0.0399020 -0.0968760 0.0154470 0.1460700 0.0807990 0.0807990 0.0807990 0.4686100 -0.5171200 0.0298880 -0.0555410 0.1138900 0.1138900 -0.4021900 -0.5377400 0.1521800 -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 8.438121 12.303307 5.133785 10.986734 9.741042 7.343634 1.963844 2.826355 9.433689 8.628552 14.923633 10.105291 11.040435 4.335040 7.051441 7.959757 11.658141 5.012224 10.197046 10.459717 8.931743 9.067722 11.405276 8.518451 8.654177 10.040677 11.243156 10.71631850 11.07286141 0.08936255 9.70900125 7.12648250 10.00626730 10.97686716 11.54899506 10.05084244 10.38669112 6.03581083 11.38190607 7.10805603 9.32221322 10.23235065 7.29233268 9.81901348 11.10898339 7.78751866 13.40274814 8.36861646 9.46804889 2.57310787 7.25931769 9.94996237 12.84128537 12.64230189 13.09729595 9.70103228 5.75235790 9.53509726 9.96181112 10.98749014 9.71205474 8.78983226 9.02701164 10.66587700 9.73625140 12.18170938 3.78983356 8.04552706 14.35288099 10.70195410 11.06261170 7.03190682 11.65861540 3.25931769 8.08185888 NA 13.68496099 11.60066272 9.93905846 10.77530945 10.96181105 5.28579058 4.48171226 9.14196074 8.89459922 11.94465050 13.58911320 2.82635527 11.52263037 11.90277308 7.73565147 7.70662724 10.05035994 0.82635527 4.57051758 12.12556629 7.73084235 9.73445069 10.23186569 12.09957110 10.59156152 12.53768109 2.20486063 8.12465020 8.85647346 9.18654686 9.17685556 8.36396476 3.78983356 10.79444901 9.14467507 5.10434505 10.40076259 0.08936255 11.20660287 9.31580485 4.89674653 13.50706942 13.13350215 10.58424830 10.58391495 10.00775908 12.34363398 10.56917292 9.33526216 8.70765592 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 3 NA 2 3 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 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 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 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10.3004401 9.4085516 8.8970843 8.9299490 9.1156729 14.2045353 9.0251689 6.1652809 -0.4494933 0.5506052 10.5367682 10.1166247 5.4574597 8.1032395 5.4930837 8.7254965 10.0278229 10.5997385 8.3401042 4.2784903 12.5257917 9.2396952 9.5428009 12.2717767 5.0424255 10.7053888 NA 8.4960145 11.3791039 4.1355349 12.0238959 11.4520033 7.7003176 0.1355349 10.4883859 10.7576034 8.7913619 8.1070769 7.1467601 -0.4494933 10.7091803 9.2396952 10.5138280 3.1944338 7.0974654 9.6630103 3.8724939 10.4960145 8.1707904 4.7984964 10.8981560 10.1790162 10.2540417 11.5791675 9.9261532 14.5328290 -1.4492963 7.9557121 8.3514706 5.7502420 7.4514378 7.7769830 7.0897291 2.5720408 11.3457986 11.5937689 9.3079608 9.0374058 2.2510222 3.1944338 10.0399169 8.7115386 8.4589635 8.3563146 10.3470159 10.1930738 7.7254965 13.0801842 4.5278523 -0.4494933 2.8724939 10.5853696 7.1430280 9.2869726 10.9575728 NA -0.4494933 9.1355331 8.6433277 10.5903328 8.1089912 10.7186159 8.1298868 0.1355349 7.2818902 -1.4492963 10.6416754 9.2034155 10.2523103 5.4332132 9.8981920 8.0583652 7.9997193 11.1726225 8.7697393 3.4085488 8.0017820 6.6273865 8.0384109 0.8724742 -0.4494933 8.8543514 10.1625176 9.8998519 8.7440962 10.2348810 9.8526384 10.7204957 2.7204974 10.0074384 9.6577877 8.3693448 5.2087826 10.1803826 5.4209371 -1.4492963 7.1166247 13.5947940 3.9081212 5.1799290 12.0401678 9.8520669 5.6380333 7.0343863 10.5349891 10.7987948 9.9498486 11.2451462 11.1950647 10.8831668 10.3631492 9.0504165 9.7223729 10.5174366 9.6087248 0.8724742 2.3579179 0.5506052 -1.4492963 10.6472858 10.9517169 9.9578384 7.8634535 9.4131538 10.1721647 6.3054580 8.8959760 6.8859611 11.6481091 8.9157996 8.5547910 5.8451914 10.5645912 11.6446484 11.7407040 8.9290823 2.2893328 9.9986870 9.8325007 11.2928801 9.3506617 9.1166247 9.7286131 9.8417414 9.9461047 4.9081212 6.8220341 6.9299496 8.4634602 10.9768355 5.1784677 8.0956898 4.4332132 10.9880627 8.3991937 10.9461048 7.1689559 10.4408349 10.3719461 11.6809804 10.3466102 7.8243663 NA 8.1944269 7.5561949 10.6287215 8.4679430 11.1457209 9.3555084 7.2920381 10.4960145 7.7053891 2.6380275 6.4270882 4.0100010 3.1355349 4.0424255 2.4574630 10.4366483 6.0100032 7.1762799 10.2873954 6.6824272 2.0099920 11.4895989 10.5040396 11.5105726 11.8537806 8.9684232 9.7763806 7.0941051 10.3183414 10.8126656 10.5826164 9.5784767 11.9194863 1.3579461 8.7901693 0.5506052 10.6955475 7.4544523 8.3850418 10.0105145 12.4853673 13.5392554 -0.4494933 10.5687709 10.6186771 1.3579461 3.4085488 7.3154421 1.7204974 NA 7.5249851 8.0343863 14.4307281 10.0941439 7.9684232 9.4139826 10.6010996 11.3494474 9.3245341 8.9598238 10.6821061 2.6380275 4.2510070 9.6952290 10.0130729 7.5018555 6.6004199 11.5156335 9.9288655 10.9385879 9.8785779 8.7229981 10.7003178 6.8362044 5.3211344 10.2895074 0.16685000 0.16685000 0.00041593 -0.00843850 0.00819590 0.32028000 -0.00520820 -0.01175500 0.00986690 0.00986690 0.00986690 0.00739880 -0.28988000 0.16685000 0.16685000 0.00179570 -0.33133000 -0.33133000 -0.33133000 -0.33133000 0.00041593 -0.00843850 0.00889200 0.00000000 -0.01697900 -0.01853300 -0.00540230 -0.00456950 -0.33049000 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 10.285704 11.628721 11.293301 10.086332 9.635379 8.987282 5.700318 5.798499 8.278491 7.139285 13.277747 9.016423 9.542801 8.314961 8.286160 8.372344 10.478719 6.237070 10.359937 8.730480 7.812666 8.593571 9.572952 7.093602 5.710443 10.867983 11.709023 10.5593495 10.7388504 0.1355349 8.6875618 7.2987637 9.7085492 10.2712425 11.5463378 9.1689561 10.3388812 8.1762794 9.9810232 8.2475383 7.8359727 9.6714565 8.5392554 7.0384109 8.0760914 8.2527435 13.4170286 10.7913620 13.2936695 6.0205378 11.4600888 10.5253437 14.9103717 11.8346718 12.7161843 10.8100198 2.6380275 11.8569172 10.4058285 11.5168959 9.1070769 8.5547910 9.1643602 10.4827855 12.4271836 11.3272073 5.3707502 7.3514702 13.9845701 11.4905171 10.8050088 7.6486028 9.9971371 -0.4494933 10.7868839 NA 12.9655201 11.9330461 10.6449784 11.2311500 10.6469565 6.6112668 5.8724988 8.6849972 9.8674179 6.9125145 12.4156959 3.0741286 13.5587804 12.3814820 8.8509232 8.5070196 9.7569746 5.0263043 -0.4494933 9.6952290 8.3204084 9.3960608 9.6333851 10.7658003 13.4221391 10.8626027 3.6380391 8.8837259 7.1871957 9.2423143 11.0424238 9.8724988 6.0017820 10.9723726 4.4813054 7.1317716 9.9578384 6.0343874 10.9768355 10.7385413 0.5506052 12.0335047 12.1893460 9.6065309 10.4960145 7.1726225 10.8645874 11.4930852 12.1757064 10.4105053 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 1 NA 1 2 2 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 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 4 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.075084e-06 5.895622e-07 -1.4615612 9.4333666 9.8955507 7.9500595 -1.4615612 10.2342120 5.5120467 -1.4615612 1.2977197 5.1235131 8.3918583 10.9100531 5.2527941 8.8993959 11.0046252 11.7754598 9.0806132 10.9303266 12.5213641 6.0854438 10.6684756 9.1615156 10.4865509 10.3256350 8.2021067 7.7209433 6.9265664 8.9004925 8.6392112 9.7192971 8.1583103 6.7134745 1.8604861 -1.4615612 10.8018180 10.0408833 5.3714404 7.4839923 3.5385506 8.0364006 9.7988802 11.5523947 6.5043328 1.7084521 10.7507411 9.1633443 2.7864709 9.6240212 2.6260185 10.7224942 -1.4615612 7.6652535 10.8786770 1.7084521 9.8993957 10.4211917 7.4985509 -1.4615612 10.7052861 10.5067943 9.0257960 7.7209433 4.2109732 0.5385382 9.7065939 8.6405244 10.4204275 0.1235338 6.6882965 9.1918686 4.3714404 10.9760407 9.6889308 6.8961011 10.1556672 15.1334419 9.8593492 11.1967602 10.7391409 16.2214542 0.1235338 8.7685691 9.5300705 5.1084032 6.9222526 8.4883756 6.3067325 2.6579143 11.2594342 11.3639050 10.0498072 10.0127617 2.5385382 3.5829413 9.9669089 8.0988817 8.2545109 8.3362102 10.3426797 10.3583287 7.2038844 13.8252869 1.9979788 -1.4615612 5.4574104 10.8770065 6.9265664 8.4912899 10.2136236 5.1084032 NA 8.8536982 7.3777528 10.1903942 7.3362102 10.5747224 8.2407212 NA 2.7084742 NA 11.3934171 9.1412476 10.4655859 1.8604861 9.0786768 7.8672237 8.0122547 11.7215637 9.1660825 3.9648145 7.0581844 3.4454354 9.1624301 -1.4615612 NA 8.9103252 9.9882133 9.8117614 8.2800158 10.2532235 9.7140983 10.3662883 1.1235338 9.5483773 8.8423296 9.6266744 3.2389855 9.8587851 6.0777066 0.1235338 7.6444569 13.7785201 2.8604861 10.0767376 13.7479259 9.2389884 4.2389855 6.8100112 10.4847239 10.6668653 10.1760793 11.0233716 12.1474746 10.8677844 9.8371842 8.8772851 9.6378966 10.8035776 9.2026849 3.7084742 2.7084742 0.8604464 -0.4613625 9.2639149 10.4521861 9.3627118 8.2715639 10.1466002 12.5135906 6.3459037 9.8041638 6.1235110 12.3131299 10.6002574 8.6971584 5.2250474 11.1945266 12.2811739 10.9786393 9.2094617 5.4701138 10.1724521 9.9356885 11.6936832 8.9574556 10.0178238 9.4004111 9.3133359 9.5553570 3.5829413 8.7565063 6.6729754 8.1806004 10.9822693 12.2143195 9.1753909 4.7864761 11.4589016 9.0921781 10.5640344 8.5774677 10.3378304 10.5808920 12.2367108 9.9287176 6.9773406 0.1235338 8.5965405 6.9436905 9.4670671 8.7320741 10.9589748 9.1769847 7.1642573 9.9600877 7.3394483 2.3459073 6.7034551 4.6470727 2.5385382 4.0303979 -0.4613625 10.4473166 8.1272634 7.4603895 10.5153025 5.6975125 0.5385382 10.8894879 10.6863896 10.9482048 12.1240981 8.0503014 8.4316986 6.3633796 10.7209430 12.2578306 10.9650755 9.9595615 11.5501254 0.5385382 8.1477275 -1.4615612 9.9125014 8.6046377 9.1760794 10.2184685 13.9442220 14.8057194 3.4927505 11.2320357 9.7619471 0.1235338 2.5385382 8.9500598 0.5385382 NA 6.7625508 7.4394154 13.0437400 10.7044041 7.7864761 9.3491204 10.1578517 12.2641280 8.5539637 8.7729110 10.9500597 -1.4615612 1.3459073 9.7929869 9.5036115 7.9092361 4.9979788 11.4918358 9.6026178 10.6190332 9.4414513 8.3539319 10.5093736 7.1896002 4.4758955 10.1286679 0.00555290 0.00555290 0.01614600 0.00513590 0.00319100 -0.00857660 0.00517420 -0.01326400 -0.05634300 -0.02233200 0.74290000 -0.04740900 0.00555290 0.00555290 0.00555290 0.00986690 -0.52955000 -0.52955000 -0.44502000 -0.44502000 -0.44502000 0.00513590 0.00694350 -0.01484800 0.00599770 0.00599770 -0.01326400 0.00166420 0.00092763 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 11.3824698 11.3678751 11.2235164 10.8024047 9.8587851 11.4476917 3.1235172 0.8604464 7.9436899 2.3459073 12.8219989 8.5072012 5.9731773 9.4536437 7.9398977 9.6233572 11.2560110 7.9244111 10.4551746 10.8947255 8.4042820 8.4342604 9.6504863 8.4810632 7.4394154 11.1801489 14.9460323 9.8377567 10.2056602 -1.4615612 8.6587867 6.9897601 10.0152949 10.4861856 10.9943896 10.1491122 9.5574444 7.3871712 9.3459037 7.0777077 6.4454387 9.1263263 6.7480023 3.7864814 8.1587687 9.4499408 14.5107208 10.6568410 12.2254869 6.7938140 8.3856062 12.6642851 14.9721342 10.7682688 13.0688331 10.4480668 0.1235338 11.4405469 10.8105953 9.9054172 8.5829428 8.6971584 8.6908337 10.2562251 9.8164173 11.4399813 3.8239531 6.4333668 14.1046676 11.0163069 9.6639622 7.2800154 9.6286612 1.1235338 11.1293696 NA 12.5044232 11.1452385 10.9558738 11.0046252 10.4865509 5.5609167 6.8649785 8.8861700 8.8795116 6.3777519 13.0822766 3.4454354 14.2286013 11.7072208 8.6742580 10.0025124 10.0522764 3.3459073 0.8604464 9.3738096 8.7296078 8.9308662 9.7829006 11.2276731 10.6655758 11.1701805 1.3459073 9.1197494 6.7134745 8.6073270 11.1237460 9.7691697 2.9308698 9.8553958 9.0293996 7.6678318 9.3627118 5.6574885 10.9822693 10.5511733 NA 12.6712894 12.4200451 10.8155455 9.9600877 7.3714386 10.6126901 10.7280645 12.1209036 10.4195747 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 2 NA 6 2 2 3 2 3 NA NA 0 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 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.144444e-06 4.855218e-07 NA 10.65443993 10.94828473 8.05491249 NA 10.01031396 6.65534038 -0.53763352 2.17283951 6.18355400 8.52179985 9.62484680 4.87184858 8.63238056 10.78410175 11.80855358 9.34280428 11.55438663 11.32625453 5.09181406 9.01127730 9.15594247 9.92802190 10.51162330 8.32664161 8.42535146 6.63238019 9.27863902 8.66580347 9.89864643 7.68541950 5.71984329 0.04739879 -0.53763352 9.86280130 10.04271396 6.33897165 7.92393475 6.56574339 8.64856970 9.63238038 11.28999661 7.18696895 3.92188377 10.82083194 9.48551659 3.59173925 10.80841506 5.16289480 11.09385988 NA 8.27463254 11.30559131 0.04739879 10.94173049 9.95480933 8.55521261 0.04739879 10.60639022 10.01803670 9.23123534 8.05864498 5.36934433 -1.53742411 9.89812565 9.37908135 11.13819198 0.78442022 6.30794576 9.11411711 1.63236129 9.94778157 9.44829743 5.36934433 11.57898295 16.39821327 9.83640814 10.57065314 9.83423211 15.07660449 -1.53742411 8.32199031 9.99870268 5.57097895 7.46245565 8.03041168 5.34509827 2.63238456 11.46051692 10.50650793 11.02015845 9.60583857 5.86333390 0.78442022 9.75420173 8.40203484 7.97025030 8.59944649 9.83314278 10.64702087 6.86333514 13.39485475 3.67190475 -1.53742411 4.93818697 10.20686882 8.31420437 9.31342364 10.83123471 5.45113856 NA 10.43687006 8.19377470 11.06349492 6.75247431 11.33916423 8.23888858 NA 2.85477365 -1.53742411 12.95849778 8.31420437 9.37384741 4.16289480 9.71452939 7.99773104 7.97618317 11.60344493 10.09681278 3.10631481 7.89708368 4.85477365 9.47995988 -0.53763352 NA 8.19037584 9.75189799 9.96528719 8.83749485 10.08770760 9.58915993 10.29613616 1.78437834 10.14808033 8.46104596 9.40060154 4.07716608 10.01560475 7.17326138 NA 8.46667606 13.06393607 2.26981115 6.19716557 13.24304646 8.85477272 3.32044135 7.01320206 10.66243446 11.37178601 10.03704899 11.00790264 12.02118463 10.19080114 9.11440399 7.68162425 9.33127795 10.44330899 8.33422188 4.21733930 3.32044135 -0.53763352 NA 9.35651535 10.00064442 9.67738156 8.03799493 8.71217342 11.72631145 5.82877881 9.59688167 6.67190899 11.29653140 9.97914034 9.40789931 6.51230433 11.69337653 11.36426513 10.67829176 8.66031115 5.76212022 10.35195942 9.61664055 11.48846008 8.60838753 10.76280797 10.28532095 9.93565377 10.87476062 3.54991555 8.07900416 6.80675196 8.60328510 10.92802182 9.32417830 8.26048960 3.41665061 11.84075027 9.39393161 11.68419357 4.26981115 10.01368306 10.07578450 12.11563638 9.68766279 6.56048722 0.78442022 9.03515567 8.20896979 9.42318148 8.84399829 10.76368577 8.75362626 8.32973401 10.02946075 9.19377445 2.36935480 4.36934782 5.94627234 5.69108186 3.74304096 1.46247119 11.41428651 7.28263440 6.31420527 9.99267639 6.24584739 -1.53742411 10.71954857 10.29692653 11.01127737 11.86812878 8.66946974 9.97665161 6.40789995 10.48655621 11.37028500 10.29692653 9.72865642 11.60152707 NA 7.25687102 0.78442022 9.87608331 9.45326858 8.45114021 9.32354233 12.45707404 14.62005895 3.04741624 11.16571018 10.22774156 NA 3.71038217 8.76326549 0.46247119 -1.53742411 8.21567229 8.03610271 13.77986804 11.36808314 9.21817766 9.57554643 9.70026284 11.47053381 8.61600732 8.89626004 11.25096986 -0.53763352 2.85477365 9.57749907 9.91057168 7.96429234 5.01704445 11.37009724 10.37534478 11.08907708 10.31029581 7.07348072 10.07255751 7.99399300 5.53969856 9.50479873 -0.3441900 -0.3441900 0.0053728 -0.0083638 0.6974000 0.3339100 -0.3632100 -0.3519400 -0.0787160 -0.0797820 -0.0797820 -0.0854700 -0.3224300 -0.3441900 -0.3441900 0.3141300 -0.7391700 -0.7391700 0.0053728 0.0053728 0.0053728 -0.0083638 -0.3553700 -0.3632100 0.0162110 0.0162110 -0.3519400 -0.0041954 0.0186600 -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 10.021799 10.761950 11.715860 10.084507 9.567054 12.173477 2.854774 2.047434 8.157684 4.729243 12.365584 8.275451 12.437408 8.987389 8.686143 10.266586 12.130011 6.439736 11.165926 11.395408 9.176701 8.697955 9.903631 7.930061 6.820008 10.927767 14.587829 9.9270012 10.1193271 -1.5374241 8.4137400 8.5787995 9.8617333 9.9213746 11.8052246 9.5177379 10.0156048 8.1524532 9.3435695 8.1852630 6.9899326 9.0688608 6.8718461 4.1063148 7.7843836 10.0968128 13.8495303 9.7174840 13.6244533 6.6775026 6.3204359 11.3597337 15.9500443 11.6969735 13.9261075 11.6337886 1.0473988 10.4886330 9.9315885 10.0535102 9.4722841 9.4078993 9.7432261 9.4931225 10.8713159 11.3192680 6.1698148 7.4848229 14.0583647 10.6645793 9.6460908 7.0586455 10.1916512 -0.5376335 12.0195601 NA 12.0678192 11.1831251 10.8227539 10.784102 9.928022 8.442595 8.311078 8.829870 8.991886 5.506849 12.550627 2.549916 13.335082 12.852557 8.848318 9.003891 9.968763 6.332821 -1.537424 8.982092 7.602007 10.070248 9.667589 10.621065 11.823440 10.655365 1.047399 10.758224 8.366337 8.568364 11.292574 10.289401 3.710382 9.836952 8.586577 7.770795 9.677382 4.243814 10.928022 11.237037 NA 12.408174 12.494157 9.890816 10.029461 7.351199 10.525176 11.174767 11.752360 10.597045 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 1 NA 1 2 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 10.4735004 6.7614528 -0.4987902 3.1871818 5.2291572 8.1486967 10.5626097 4.6305220 9.4941770 10.1710094 11.6185570 10.3118102 9.9555379 12.0765414 4.8587917 9.9042506 7.2694231 10.4792339 10.1296841 8.2359482 8.0748859 6.7009113 9.9668049 8.8163882 11.7042806 8.1912364 6.9275030 NA NA 10.5497254 10.3230125 5.2561275 7.5346616 2.9606785 8.5887015 9.4597912 11.1527388 5.7106907 -0.4987902 10.4452184 9.4364036 6.1594496 9.9840466 4.5456348 10.6452594 0.5012098 8.1982058 10.7252402 1.8231787 10.3529875 10.2197714 7.6201795 -0.4987902 10.4931217 10.5354598 9.1522902 8.0862010 4.5887026 NA 9.1754308 8.0248006 10.5926739 NA 6.7773632 9.2627897 NA 11.0620490 8.5124659 6.5124655 9.2635042 14.4285535 9.3182222 10.8978433 10.6941478 15.8366812 -0.4987902 8.3746826 9.2577949 4.9606692 7.5456325 8.6201795 6.6407901 3.3085939 11.1187060 11.5249929 10.1011514 10.2536192 3.5012353 2.9606785 10.1877390 7.6811477 8.5592302 8.7396433 10.4532517 10.1912365 6.7204071 13.7689031 0.5012098 NA 5.3341284 10.7808491 6.1305953 8.5992706 10.6711635 4.9606692 NA 8.8806170 7.3960567 9.7381377 8.2257526 10.4444859 8.8276679 NA 3.2016809 0.5012098 11.3956774 9.1104173 10.5291445 0.5012098 8.3561068 7.1736641 7.6509857 10.8554879 7.8719262 3.6711688 7.3899815 3.4081276 8.2627897 -0.4987902 -0.4987902 8.9910864 9.5992706 10.5880382 7.7444127 9.3404423 9.7456024 10.7866408 4.3085939 10.2180580 10.2834177 8.1877390 2.3432088 9.2325576 4.5012417 0.5012098 7.8849428 14.0232070 3.8231685 9.7527210 13.4922288 10.7021372 3.2016809 6.8410888 10.1771955 10.1141071 9.5793893 10.7143427 11.3301287 11.4681044 9.6188815 6.8141210 8.5291447 10.8691992 9.1771778 2.5012353 1.0861723 1.5012608 NA 9.3053696 11.2673533 8.9586194 8.5565210 11.1682569 11.3021384 5.2016770 8.9647628 9.2068710 12.3863629 9.7645077 7.9688442 5.5673264 10.4927604 12.4597912 11.3922627 10.1286174 2.7446132 10.6528893 9.1982061 12.8513490 9.0519854 9.8004465 9.3309612 9.4612404 10.3333374 1.0861723 5.9106295 5.9441814 7.9606704 11.6407899 10.7505831 8.3477631 5.6097638 10.8180857 8.5483626 10.5222185 8.5619344 10.3396546 10.2907721 11.9127495 9.8686533 8.2661100 1.5012608 8.8410885 5.4081276 9.8719259 8.8299136 11.0204571 9.6799033 7.1011510 9.7773630 7.1232906 1.5012608 7.2085972 1.8231787 2.3085939 3.9606692 2.0862063 10.0080420 7.5992709 7.2891410 9.9391258 6.7967781 NA 10.6867335 10.2552909 10.8366289 11.6123742 7.7204071 6.4201017 5.8572072 10.8186511 11.5093169 11.3669718 9.8609881 10.8681071 1.0861723 8.5428976 NA 9.5780541 9.2644508 9.7680252 10.4941769 12.9301221 15.3387186 2.9606785 11.3945401 10.0149661 1.5012608 5.1159488 6.9769719 2.8231583 NA 5.8231659 6.5012385 13.4530696 10.5632847 6.3467282 9.3545480 10.2248995 11.8018771 7.8978430 8.5047002 10.8112832 2.3085939 2.3085939 9.9920895 9.1342338 7.0326199 5.3341284 10.9910865 9.4186106 10.9885761 9.3293750 7.7009106 10.1441927 6.7773632 3.7574927 11.4924060 0.00097064 0.00097064 0.00527490 0.00044311 0.46895000 0.00124810 -0.00110870 -0.00956400 0.00000000 0.00000000 0.00000000 0.00000000 0.00097064 0.00097064 0.00097064 -0.00329310 -0.50380000 -0.50380000 -0.50380000 0.00527490 0.00527490 0.00044311 0.00291330 -0.01381500 0.00013863 0.00013863 -0.00636680 0.00346870 -0.00304750 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.000 0.000 0.000 0.000 0.000 0.000 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 11.089485 11.733959 11.238486 10.094630 8.878449 11.393781 2.960679 2.960679 8.396056 3.823168 12.925274 9.476442 7.620179 7.909228 7.423020 8.786641 11.093228 7.455435 10.213765 10.710082 8.420102 8.336847 10.555565 8.001084 6.910630 10.851625 13.190254 10.2469129 10.0040703 -0.4987902 8.2154840 6.0090336 9.6382297 11.4167445 10.8631823 9.8455344 9.1982061 6.2825973 9.3716033 6.8231672 7.6201795 9.1342338 6.4437525 5.4081276 8.7444124 8.7204071 14.0921179 9.9275033 11.3126132 6.7661499 10.0596592 11.9415887 14.4975796 10.2137655 13.4427447 10.0964960 1.8231787 11.5138631 9.2577949 9.7082528 8.4699055 7.9688442 8.6227719 9.9148664 9.0974283 11.0753589 5.7106907 6.9524501 14.4504584 10.5939957 9.4568885 6.3467282 9.6522551 NA 10.7843269 NA 12.5828884 10.6324203 10.3126132 10.1710094 10.4792339 4.7106907 6.3592189 9.2359482 9.1396744 8.2494316 12.5368779 2.5012353 13.8144050 11.0193999 8.8827815 9.1791871 9.9421077 4.8935564 -0.4987902 9.1269473 8.8231666 8.7680252 9.6935314 12.2700432 10.7070318 11.7002973 2.0862063 8.9316910 8.6910630 8.6935312 10.7883737 8.9275033 3.5012353 9.4245661 8.2956546 8.4260509 8.9586194 4.5887026 11.6407899 10.3960563 -0.4987902 13.0466857 12.6118850 10.6661454 9.7773630 7.8095778 10.4452184 10.4641345 12.4752892 9.3449084 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 1 NA 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.2401311 10.4732343 10.2156047 8.7158673 7.9680545 5.4365317 1.2401311 9.6403019 8.4990925 10.7741126 -0.3448314 7.6551715 9.4673488 4.7212633 10.1752990 10.6427908 3.4100561 10.3738499 12.5075059 9.4745522 11.2824774 9.1836257 15.9752493 NA 8.2790529 10.1535221 4.7844569 7.1748079 7.5378148 7.0645628 1.8250936 11.8268175 11.0102472 10.7779995 8.3881870 3.7844516 1.9770967 9.3364099 8.5784991 8.4016859 9.4904323 9.8767587 10.6913451 6.8250962 13.5493261 2.2401311 NA 4.6093649 10.3377273 8.0772361 9.4872703 10.8899889 5.2097614 NA 8.9428839 7.0645628 9.7770935 7.5408681 11.4542507 8.6424355 NA 4.1787306 NA 11.4894450 8.0474888 9.5545284 7.2020660 9.7715154 8.1022545 7.4753508 10.2990277 8.6663987 1.8250936 6.9905624 5.7212605 9.0581836 -0.3448314 NA 8.9589523 9.6726758 10.6431460 8.1349520 10.6999071 9.2438861 10.7838103 2.2401311 9.7413077 10.5351376 10.0182112 4.3556083 10.0458779 2.4625235 NA 7.6035388 13.7938833 3.4100561 9.3830919 13.0023776 10.0274925 4.4625235 6.3556119 10.5515039 10.4475551 10.0908418 10.9087235 11.3691594 11.0848397 9.0772363 10.6256370 10.7138398 10.8213346 9.5101411 0.2401311 0.9770967 -0.3448314 NA 10.1555155 10.2068798 9.6209558 7.8099893 8.8708378 12.7592788 4.0814334 8.6064563 5.5499895 11.5484730 10.3898811 8.4398064 5.5131528 10.7663072 12.6102765 11.0811741 9.1990443 3.0162467 10.4192137 9.7426343 11.8406664 9.2039935 10.6674469 9.3907274 9.3830919 9.6796186 -0.3448314 8.4801302 7.0517767 7.7212605 11.0135480 8.9843176 9.0505343 2.3556083 11.5187771 8.5932809 11.2811086 8.3133828 9.6579865 10.1120392 11.7391494 10.1074127 6.6093679 NA 8.1207381 6.5193579 10.7799390 8.8137812 10.5629598 9.3512697 6.9172659 9.9916780 7.9543795 -0.3448314 7.0039001 3.1146002 2.3556083 4.2698785 0.9770967 11.2680400 6.0474882 6.2917969 9.7505685 6.5448269 1.9770967 10.7151919 10.3886106 10.8310329 11.1309049 9.9583815 8.8136424 6.8680817 10.6650001 11.2264501 10.9463422 10.1792234 10.6910016 0.6551686 8.2401340 -1.3448314 10.1268467 9.6892827 9.5680608 9.4250094 12.9977324 14.1491520 NA 11.5890466 9.6940906 -0.3448314 4.9900245 9.6474372 1.6551686 -1.3448314 6.7689134 7.7972783 14.1858522 10.0724967 7.7158673 9.3258278 9.6899705 11.5180026 8.4447052 9.1495170 10.7246213 1.8250936 2.9030961 9.7426343 9.7857421 7.3026298 5.5006619 11.2119170 9.7960013 11.4440937 9.5471830 7.1063829 9.9844072 7.1022550 4.0447351 10.2326003 -0.0618230 -0.0618230 -0.3711000 0.0157270 0.3866300 0.0000000 0.0083351 -0.0712050 -0.0349040 -0.0349040 -0.0349040 -0.0443220 -0.0618230 -0.0618230 -0.0618230 0.0104240 -0.3959300 -0.3730700 -0.3711000 -0.3711000 -0.3711000 0.0157270 -0.3747100 0.0083351 0.0116790 0.0060084 -0.0685290 0.0063871 -0.3008700 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 9.486479 12.040495 12.864929 10.352573 9.142006 10.159494 3.825094 3.864622 8.460915 6.562062 13.063700 9.057843 8.650939 10.219183 8.150147 8.900724 10.606456 6.355612 10.873129 9.291796 8.302630 9.131847 10.178954 6.869490 7.386490 10.907541 13.127862 9.937681 10.105352 NA 8.091883 6.626715 10.227398 11.314722 10.827286 9.043189 9.269881 7.355611 9.602078 7.729313 9.139994 9.088757 7.449587 4.721263 7.794723 8.284528 13.677279 9.492011 12.408493 6.153982 9.759115 10.618790 15.481559 11.146022 13.710073 10.895068 2.462524 10.838497 9.940574 10.797917 9.395795 8.439806 9.292702 9.638878 12.089278 11.651998 5.562062 6.849928 13.798615 11.532456 10.260651 6.683077 8.972584 NA 11.006939 NA 13.053581 11.084526 10.744291 10.480130 10.098633 6.494376 7.134952 8.968054 9.122777 6.186552 12.727786 2.977097 13.368504 12.427486 8.572544 8.333561 10.597686 5.883990 -1.344831 9.299028 6.888791 9.039955 9.549989 11.638878 13.170009 10.466948 1.977097 9.612274 7.130905 9.148026 9.913149 9.513930 5.585909 10.667447 7.827599 6.688594 9.620956 4.742637 11.013548 11.289983 NA 12.838186 12.277338 10.903692 9.991678 7.594751 10.171364 11.308912 11.839295 9.372437 TCGA-BP-4781 78 0 NA 2080 kidney stage i t1a nx m0 19-3-2015 male 2005 2080 NA NA kidney clear cell renal carcinoma yes NA NA white NA 65.53.0 NA NA 3 NA 6 2 3 4 3 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 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12.4180829 7.7722710 5.9175941 NA NA 9.5379615 9.3230786 4.3680349 7.3009227 3.9086016 8.6338006 9.5894918 10.6228503 6.0461090 1.5866927 11.0517329 9.6338006 6.1940063 11.3101243 9.3348695 10.8531705 NA 7.9131060 11.0479003 4.7364263 11.2961914 9.8778474 8.0825318 -0.4133073 10.1412128 10.3719207 9.9058521 7.6608181 4.0129440 4.1102379 9.1335712 8.1958554 10.5484882 2.4935705 6.6090443 8.8334173 2.6741442 9.1650494 12.2372797 4.7364263 12.8896155 15.4136596 9.2359328 10.9381682 9.4731355 15.5546909 -1.4134994 7.9198323 10.5441416 4.2013829 8.2233014 8.3548612 8.1603237 1.1740228 11.4038602 10.3839330 11.1359801 9.7023706 2.5866687 1.7565964 9.3589913 9.5055399 8.1678772 9.6055723 9.4298126 10.2413128 6.9703809 13.2123856 6.1258350 -1.4134994 7.3614640 10.1893756 7.7566017 9.1345352 11.6733106 1.1716552 NA 9.1725783 8.6608181 11.1696114 8.7172473 11.2139826 8.0522431 NA 8.6324365 3.3940339 11.1124422 7.6714852 9.1209796 5.5408735 10.1584293 8.8009960 7.5321206 10.5383257 9.0563185 1.1716552 7.8743894 4.0129440 9.3672164 -0.4133073 NA 8.0150370 9.4469877 10.5915994 8.8881731 10.4376448 9.4935673 10.0790307 0.1715912 10.5233147 7.1940072 9.4258805 3.7961305 9.6269664 4.3145950 -1.4134994 8.5321206 14.0442500 5.8628010 7.9918183 10.2381770 8.8082637 3.1716392 6.1335717 11.5914239 11.4114366 10.2242073 10.8088678 12.0623760 10.9080411 7.4508632 9.6628243 9.2350344 10.9046546 9.1472388 6.6255963 3.1102463 -1.4134994 NA 10.1963172 10.0745168 9.6419592 7.5025558 9.5137065 9.8732345 6.7414953 9.5144547 5.4935673 11.4364727 10.3310901 9.8662874 5.6310723 11.1800678 12.2989888 11.8619283 8.8985273 2.5812548 10.0532630 9.9315274 11.3275116 8.6255956 10.7798941 9.7383276 8.8870293 8.7056179 3.8346000 9.2404176 7.8995599 8.6487228 11.4106410 8.5528792 7.7355601 4.3940339 11.3548610 8.5291912 11.3275116 8.4132251 9.7140262 9.8984250 12.0421324 10.3306695 7.5753615 NA 9.0745167 8.1102385 9.6873391 8.8732346 10.3836856 8.8238866 8.7727909 9.7408620 8.9309726 1.7565964 4.5639574 1.3940202 3.3940339 4.1412693 -1.4134994 10.9420278 5.0785287 6.6145832 10.0195422 6.1865897 NA 10.6994420 10.2948985 11.2219413 10.3064933 9.0603825 9.3680037 6.1514367 11.3529986 11.1460538 10.5405094 9.6794338 9.9719999 0.5866927 8.0865227 1.9086208 9.8961530 9.1819342 8.8743891 9.1489191 13.7091003 13.4297635 4.8534618 11.1937758 10.1912300 -0.4133073 5.0461068 8.6877725 1.7565964 -1.4134994 8.1489194 7.4227267 14.9074244 10.4769410 9.5908973 8.6255956 8.7973480 11.7373760 7.0704924 9.1132249 11.7481236 4.7159592 4.1102379 9.2511240 9.0674669 8.2321911 7.8322293 11.3264574 9.8034226 11.1158632 9.7459173 6.6034854 9.8232889 7.4290267 4.2871176 10.1617432 0.5204800 0.5204800 0.5805900 -0.0661180 0.5226000 1.2394000 -0.1240800 0.1115500 0.0164250 -0.0057156 -0.0057156 -0.0113620 -0.2740700 -0.2740700 0.5204800 0.1216700 -0.8358200 -0.8358200 -0.8443900 -0.8443900 -0.8443900 -0.0661180 -0.8555500 -0.3031800 -0.2808400 -0.2808400 0.1115500 -0.0730760 -0.3603400 0.112 0.112 0.000 0.000 0.000 0.000 0.000 -0.360 0.000 0.107 0.107 0.104 0.104 -0.528 -0.528 0.000 0.000 -0.274 0.246 0.302 0.302 0.120 0.107 0.122 0.122 -0.819 -0.819 0.000 0.000 0.550 0.550 0.135 0.135 1.457 1.239 -0.124 -0.124 -0.281 -0.281 0.000 0.000 0.112 0.112 0.000 0.000 0.000 0.000 0.000 -0.360 0.000 0.107 0.107 0.104 0.104 -0.528 -0.528 0.000 0.000 -0.274 0.246 0.302 0.302 0.120 0.107 0.122 0.122 -0.819 -0.819 0.000 0.000 0.550 0.550 0.135 0.135 1.457 1.239 -0.124 -0.124 -0.281 -0.281 0.000 0.000 9.358991 11.719016 10.475039 10.642976 9.448539 11.099911 7.190303 2.586669 7.926527 4.394034 12.633886 9.098004 11.622507 10.499936 8.325647 9.685367 11.640603 6.321387 10.954637 10.100898 9.031692 8.669092 9.800947 8.787575 7.432167 11.045852 12.978592 11.214894 10.755662 1.394020 9.361464 8.177264 10.770002 10.060383 12.269232 8.361464 9.793081 8.581030 9.900127 7.266157 7.175391 9.031692 5.186588 6.563957 8.295761 9.593003 14.326932 9.018174 13.016606 5.914005 10.911420 11.265497 15.153593 12.094719 14.261531 11.036599 5.540874 10.098923 11.169995 11.406656 9.367216 9.866287 10.147009 10.543053 10.190303 11.388385 5.012940 5.230534 14.778273 11.427651 8.940926 7.708210 10.793081 -1.413499 11.581207 -1.413499 12.947181 11.523313 11.165993 10.5940544 9.9175936 6.5466784 7.1335707 8.4662600 8.3614640 4.9086064 12.7736274 2.5866687 12.4950693 13.3255606 8.4830092 7.5967295 10.3647539 4.1102379 0.1715912 8.9896888 7.4965694 10.4913114 9.4140194 11.5450482 11.3405202 9.3103376 -1.4134994 10.4187755 9.0934802 8.7653415 10.7478086 9.5999995 1.1716552 10.4048594 8.3762105 7.2836440 9.6419592 3.9086016 11.4106410 11.3079896 NA 13.0622202 12.1916932 10.0342765 9.7408620 8.1354984 10.0895085 9.4973194 10.3212975 11.4287952 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 NA NA 2 1 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.184848e-06 5.548821e-07 NA 11.6892966 10.1449493 7.7757940 7.7757940 9.6863974 7.7130304 -0.4410467 2.5436444 4.1737591 8.5291537 9.8479139 4.7878660 4.4659353 10.7144986 12.2782227 10.2056065 10.3288856 11.9581922 3.9853092 9.6979595 9.5498609 10.1970311 10.6985992 9.0030273 7.9449100 6.6675728 8.7733671 9.3181037 13.7649598 7.7033492 6.1663780 0.1440464 NA 10.1279540 9.9524383 6.0347814 7.3664027 3.8809793 8.6857524 9.2767242 8.9351733 6.1737571 0.1440464 11.0235936 9.3469505 5.5132444 11.3295052 6.5534020 11.0618796 NA 8.1974836 11.3603520 3.9853092 10.7791238 10.2715748 7.4956856 NA 10.6664447 11.0001686 9.8275898 7.4779112 5.7389569 1.1439811 9.8275898 8.5800279 10.3424553 4.2594909 6.6675728 9.8028168 2.6465083 9.7358442 9.1222441 5.7488718 12.2214948 11.6283297 9.8398185 10.9973199 9.9416718 16.4542503 NA 8.6451839 10.4232339 4.2314708 7.1477626 7.8582558 7.4013984 1.1439811 11.3381516 11.0660991 10.5762042 9.3599476 2.1440137 0.1440464 9.4317226 9.1393063 8.2886686 9.0923777 9.6883307 10.5744629 7.0266529 14.0357940 4.5363265 NA 7.5190496 10.3309499 7.9663157 8.8281746 10.8739142 2.1440137 NA 8.4674405 7.7782165 10.1170762 8.5576383 11.0218057 8.4013979 NA 6.0668426 0.5590512 11.9892390 7.4927385 9.5876446 5.6034424 10.8662486 7.3664027 7.8398185 11.3863905 9.4584048 4.3919395 8.1737576 3.6034424 9.2001963 NA NA 8.6896182 9.8525195 9.9319129 8.4584046 10.8916438 9.4115773 10.5537548 0.8809597 9.5653738 8.6597102 9.7660621 3.6883259 10.5004623 4.1440137 NA 6.4956856 13.9765377 4.7488744 11.6012202 12.5388302 9.0081964 4.3664062 6.9209911 9.2886686 10.9370716 10.5530476 11.0159155 10.9679772 10.6828459 8.2750098 9.5491518 9.7182885 10.6899401 9.4171688 3.2594834 3.2029035 -0.4410467 -1.4410467 9.4786560 10.4956858 9.6747417 7.3371250 9.4080541 9.3824150 4.2869698 9.1030462 6.6465112 12.3217413 9.6136521 8.8988979 5.0509021 11.9063923 13.3350695 10.9005666 8.8152565 3.6973735 9.5541082 9.8140764 11.5431102 9.5262741 10.3218450 8.7745809 9.2962952 9.2358864 1.5590512 9.0184795 6.8988976 7.9033438 11.3299181 8.6960390 8.6999798 3.0184739 11.4864554 8.5000953 11.2197123 10.6921900 9.8111218 10.3210145 11.2536233 9.6960389 7.4897854 NA 7.7854603 7.1884049 10.2292614 8.9545819 10.9214492 9.0559017 8.4553802 10.2001965 8.7087949 0.8809597 7.1251014 2.2594834 2.2594834 8.0225720 1.5590512 10.9915897 6.6934744 6.5979661 10.3855963 5.3759048 -0.4410467 11.4064967 10.5646723 10.6889747 10.5938467 9.0698120 9.0407766 5.3774396 10.2937574 10.8545298 10.7857610 9.7220684 11.7422179 3.0826174 8.5938467 -0.4410467 9.8949964 8.6921900 8.9705589 9.6041249 13.1785800 14.0045154 0.5590512 11.0393332 10.1049775 -1.4410467 4.3664062 9.6647992 0.8809597 NA 6.9936755 7.5477328 14.3550367 10.4178059 8.2332400 8.6909049 9.1155538 11.6020751 8.5391875 9.3062590 11.0123184 3.6034424 1.3664201 9.3493962 9.5821090 7.7113325 5.4659386 11.6693680 9.7408212 10.9476033 9.4371601 8.4883061 10.4504518 6.8582558 5.0932348 9.8747635 0.00013863 0.00013863 0.00458000 0.43919000 0.00861350 -0.00360110 0.01796300 -0.00719580 0.01908300 0.00708260 0.00708260 0.00708260 0.00013863 0.00013863 0.00013863 -0.46483000 -0.44905000 -0.44588000 -0.44588000 0.00458000 0.00458000 0.43919000 -0.00041585 -0.45892000 -0.12966000 -0.12966000 -0.01119800 -0.00634240 -0.02671400 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 10.914658 12.163022 12.924072 10.362372 9.993155 10.820849 6.166378 3.259483 7.256015 4.862828 12.693554 8.791373 9.692832 10.234048 8.238247 8.752573 11.259704 6.728972 10.896112 8.909987 8.492738 8.707003 9.467583 7.575856 6.929735 12.515878 12.552517 10.3424553 10.2629514 -1.4410467 8.2629513 6.8069749 9.8264198 10.2625189 11.3365086 8.7962577 9.5262741 7.1134828 10.0453800 6.3469498 7.1589610 9.9033437 5.8069762 6.6570797 8.1956724 9.5772479 12.9641893 8.8707962 13.2989339 6.3695555 12.3487852 10.4580270 15.6094598 11.7073655 12.8626145 10.9481413 -0.4410467 10.8562507 10.8022218 11.2378680 8.9481415 8.8988979 8.7721519 10.0618796 10.8084576 11.5669511 3.0184739 5.7587189 13.7957807 11.5461341 9.9826890 8.2173306 9.8427149 NA 11.0166852 NA 12.7920682 11.3048544 11.1069063 10.714499 10.197031 5.787866 6.698599 8.943832 8.821143 5.570275 13.016423 1.880960 13.893496 14.101657 9.008196 8.813132 10.459160 5.158959 -1.441047 9.822317 6.925370 9.234123 9.875895 10.907499 12.087624 11.035794 1.143981 9.775794 7.968439 8.891084 11.163833 9.472685 2.259483 10.218598 5.778216 8.503028 9.674742 4.968441 11.329918 10.958593 NA 12.586435 12.894368 10.472685 10.200196 7.407671 10.963125 10.020016 10.856764 11.017483 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 5 2 1 6 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.3287972 9.8560389 10.0752407 7.2636204 7.9214619 9.6026399 10.1656791 0.9930584 0.5586595 3.4260500 8.2257526 10.1799486 5.6711631 4.5780571 10.8554190 12.2877124 7.1789586 9.7203315 11.4592701 0.6712028 10.5889085 7.7128227 10.5806816 10.3136666 6.2025451 8.8297731 8.8903321 7.5930041 9.0516247 11.1632671 7.3861988 5.9285504 -1.3287972 -1.3287972 9.9577214 10.0187849 4.9379517 7.7639208 3.8410875 8.6004218 9.3320509 9.1947256 7.2257521 -0.3287972 10.0800240 10.1068338 3.3716007 10.4756980 6.6369479 11.1341770 NA 8.5461448 10.8420275 2.2561351 9.5283670 9.9507741 7.4913425 NA 10.7229367 10.6264902 8.7404254 7.3435890 9.8516944 NA 9.3471206 8.9190910 10.0640176 1.2561049 4.3990822 8.7100825 2.2561351 9.0165687 10.2654881 9.0570259 10.4553853 13.8608723 9.8609881 11.1057918 10.9211658 15.9046147 0.2561653 8.5135140 10.1474035 4.1947253 7.9611823 8.3257997 8.3023405 1.7120675 11.3034772 10.8851791 10.2093525 7.8927504 0.6712028 2.3716146 9.2410190 10.5761744 8.0953300 9.0995238 9.6202607 10.3780912 6.9143373 13.0451841 0.6712028 -1.3287972 -0.3287972 10.2701465 7.8951651 8.6837880 10.8454651 NA NA 9.7223724 4.9749422 10.3313511 11.0992619 10.6351433 8.1428387 NA 5.5415272 1.4785059 10.3965298 7.7182876 10.2059528 1.4785059 9.6548698 9.5338008 7.4817349 11.0151820 9.3023405 4.2561275 6.6195304 4.1947253 9.0076701 4.9930901 -1.3287972 8.7875076 9.2986975 10.6641019 8.0287156 11.2568303 9.6070652 10.1819277 3.8004444 10.1010932 6.3435890 8.5615037 3.6711688 9.8909371 2.2561351 1.2561049 5.7479781 13.9898476 5.8609876 0.6712028 3.5780571 8.4492407 2.8410875 6.8708357 8.7875076 11.0352982 9.9617585 10.6956107 11.1462687 11.2920706 8.0591806 7.0505420 10.4172579 10.7968999 9.0221028 7.4058733 1.6711575 -0.3287972 NA 10.0763050 10.5870430 10.1239195 7.5959758 10.5553798 4.3150227 7.9908358 10.4655794 10.4688251 12.0322849 8.6725717 9.1700127 7.2858738 11.0462030 12.6232677 10.9964690 9.2486302 5.5805767 10.1715075 9.7271237 11.8091153 9.4007842 9.9902711 9.3240086 9.7829512 6.7045870 3.3716007 9.2093525 8.6239049 8.5322503 12.1237909 8.1601886 6.8179110 4.3150227 11.2495362 8.7169234 11.2037629 9.5659813 10.1499332 10.3475615 11.7793613 10.2291059 8.3785225 NA 9.9326708 7.0720425 9.9344328 8.8322954 10.5865985 9.0932282 8.5705206 10.1590036 8.7237316 3.8410875 8.2504794 3.8806170 1.6711575 5.1468955 -0.3287972 10.6100080 6.9795029 7.1590034 10.8688779 6.4987280 -1.3287972 10.7845801 10.5553341 10.7579632 10.5610477 8.8891212 8.8632345 5.7081072 11.4580457 11.5803066 11.0997854 10.0331073 10.8322954 NA 7.8732872 -0.3287972 10.2015699 9.0699073 9.3123121 9.4058731 12.9825571 14.4470310 2.4785059 12.1078751 10.5693870 -1.3287972 4.8410875 7.2117949 0.2561653 NA 6.6767878 6.9840470 14.8330433 9.8386193 8.0932284 9.2626859 8.1468970 12.6081695 7.2968722 8.8019786 10.9715161 0.2561653 3.9565678 9.5944911 9.6562940 7.8030203 9.0374857 11.0874333 9.3266942 10.8167773 9.8945619 8.4508830 11.1182467 7.3077882 4.5496445 10.3064282 -0.00788630 -0.00023149 0.00208050 0.00360760 0.02188400 -0.00180140 0.00138680 -0.01807800 0.00069327 0.00069327 0.00069327 0.00069327 -0.01230500 -0.00788630 -0.00023149 0.00000000 0.00208050 0.00208050 0.00208050 0.00208050 0.00208050 0.00360760 -0.00193990 0.00138680 0.00221930 0.00221930 -0.01807800 0.00319100 -0.00249380 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.399509 11.781321 8.641269 10.812632 10.131107 8.128544 4.399082 3.256120 8.409171 3.426050 14.321234 9.291622 7.690754 4.192218 8.054349 9.091124 11.417258 8.212260 11.001800 11.539793 9.004319 8.767734 9.979212 8.280342 7.947288 11.579931 13.074575 10.739942 10.407566 NA 9.245757 6.800447 10.372037 10.524083 11.159506 10.500886 9.188833 7.311409 10.140297 5.625361 6.553806 9.122375 10.407143 5.146895 9.865920 8.208382 13.230541 8.368131 12.813670 7.105583 13.096314 10.472063 15.874368 11.609824 13.609640 10.592261 4.194725 9.976655 9.939121 10.350204 9.237218 9.170013 9.197663 10.231019 7.878178 11.606693 2.671157 5.726447 14.422513 10.750982 9.563706 6.742626 9.473680 NA 11.665340 -1.328797 12.912849 10.826393 11.219022 10.8554190 10.5806816 5.2858719 8.8196401 9.1005704 8.9772252 7.0154597 13.6596206 1.9930946 13.6564718 12.4016337 9.0154594 6.7106852 9.5024708 2.8410875 0.2561653 10.1744924 8.8769567 9.4151563 9.9686530 12.2287469 9.8398357 11.8921464 1.2561049 10.8199578 8.3275886 9.1438543 11.3746346 9.5283670 3.7586230 10.4054498 7.2372176 6.2710764 10.1239195 7.0374855 12.1237909 11.2293451 -1.3287972 13.4647668 12.6597595 10.1932547 10.1590036 8.1244341 10.6530875 9.5338008 9.4312763 10.7867047 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 3 3 4 3 4 4 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 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2.7967016 9.3523061 8.9355635 8.1958653 8.9121717 9.7876492 9.4424729 6.7663209 13.5018660 4.3492379 NA 2.0597360 10.2495534 7.3285959 9.1389173 11.2399142 -1.1102928 NA 8.6858435 8.5282396 11.2200793 8.2162332 11.3246926 8.4822610 -0.1101371 8.1798225 2.9772616 11.5352371 7.1659280 9.4672326 6.4672322 10.9031265 8.3956155 7.9177098 11.3327473 9.4472676 3.3492379 8.5372623 5.1186214 9.1659283 -1.1102928 NA 8.2340999 9.9976747 10.3736196 8.5497997 9.5273343 9.6521858 10.1466021 4.3160661 9.6521858 6.8613475 10.3466715 2.6971511 9.9619364 3.2117287 1.2117598 6.8381715 14.2486954 4.8898045 11.9807432 10.8004466 8.6228191 4.8670860 6.3410144 9.7959429 10.9403328 9.5246148 10.9792543 11.3374579 10.7570826 8.4822610 9.4172808 8.7368612 11.1731816 9.7880878 0.8897850 4.3492379 -1.1102928 -0.1101371 10.3926357 10.0759180 9.7234845 7.7876492 8.8372217 6.8264417 4.4133639 8.3451311 6.9341980 12.3795264 8.8396305 8.8056833 4.2473579 10.5701634 13.8069894 11.6823908 9.2672097 4.1696445 9.9632760 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10.1365444 8.1867199 8.8454537 9.7234845 3.8898045 11.1780931 11.0903960 1.8897850 12.7092844 13.0370883 10.9427115 9.9759401 7.8498060 11.1389173 10.6834071 10.2733191 10.1836490 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 1 NA 6 2 1 3 1 1 2 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 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 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8.243216 9.727559 9.491853 13.590703 9.437651 11.825648 5.650785 9.400350 10.463199 15.498697 11.872709 14.060857 11.200454 1.961179 10.140638 10.810088 9.845490 9.429527 9.708764 9.417629 9.797518 9.650861 11.784403 5.384392 4.711203 14.381874 10.892993 8.852688 7.049492 9.419867 NA 11.920261 -1.498179 12.831545 11.490606 11.457036 10.9800132 10.3405592 5.9111403 6.5624455 8.7614924 9.5372355 6.5785644 14.1305985 2.7496844 13.3516917 12.1799091 9.0223678 8.6878883 9.7166753 3.5461413 0.5017194 9.8967476 8.8876115 9.5664919 9.9919833 11.1132351 10.5925232 11.7245440 1.6716557 9.2364587 7.8281784 8.8134974 11.5762251 10.0668512 2.8236678 9.7767095 8.4191213 8.3409530 10.2761244 6.3155300 11.7355186 11.3497852 NA 13.1173788 12.3111153 10.2056528 10.3050730 7.9132598 10.4291568 10.1969774 10.6555038 11.3944134 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 5 2 1 1 1 1 2 2 0 0 0 0 0 0 0 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10.0161226 3.7180218 7.6992435 7.0646102 8.8416068 2.1819612 11.5072730 10.9338463 10.3266258 9.6265684 2.0299475 1.1819930 9.4459408 8.9301604 7.8344540 9.0411918 9.6057138 10.0486283 6.8879456 13.7190403 2.7669343 NA 3.4449983 9.9554365 7.7211265 8.6992431 10.6996369 5.2175913 NA 9.6372947 7.7789024 11.0639502 8.2372501 10.7721803 7.3717923 NA 4.2175952 NA 11.2569118 7.7996184 9.5760015 4.2175952 10.1361638 8.1197826 8.2329044 10.3653547 9.0731435 2.8600490 7.5535264 4.3836006 9.1256545 -0.1400305 NA 9.0743585 9.7744245 10.3708036 8.5289244 10.5164643 9.4599522 10.7904071 6.3194716 9.8243803 6.8543934 9.3508904 4.4450049 10.0305904 5.9044335 NA 8.5020911 12.9455119 6.4069346 10.3256059 10.3796756 6.8543934 3.9474978 6.2946685 9.6207594 11.3009086 10.1797116 11.3355195 11.6665528 10.1540857 8.9247822 9.5972868 10.2539661 10.0609380 8.5681921 2.8600490 3.6673926 -1.1398715 -0.1400305 9.6976673 10.2126346 10.4793423 7.0046980 9.1698341 8.3618767 4.5324666 9.4875734 5.8373201 11.6675956 9.0658327 9.4203723 5.1638207 11.6579036 11.9146437 10.9341809 7.3991984 3.5448563 9.4884849 9.9112483 10.1864689 8.9435188 10.8543929 9.9718272 9.5298104 7.9685637 2.3194734 7.2904917 7.9893224 9.4590223 11.8403576 9.4690888 7.0160717 3.1819612 11.3740137 8.8301453 11.2001677 8.2459020 9.7684320 10.2763092 11.9852914 9.4692181 6.9995908 NA 9.1115217 7.3875168 10.1954298 8.6512024 10.7612382 8.6495731 7.4222818 9.8315829 8.1055922 3.5038957 8.5235976 2.7669343 4.6929293 4.2863045 3.9474978 10.8062146 7.4893960 7.3112506 10.9132865 6.3438555 0.8600490 10.6681992 10.0966516 11.2797363 10.1746226 9.0449148 9.6438562 6.5077851 11.5436921 11.5018654 10.4590224 10.0664434 11.1285814 NA 7.0743588 NA 10.4064516 9.3367857 8.2350789 9.1672402 13.4998888 14.4184900 3.1079724 11.7213202 10.3312066 NA 4.3836006 8.3757393 0.4449850 NA 7.4747491 7.6673940 14.4471723 11.0088338 8.7833669 9.2219831 9.0148577 12.1502023 9.1465972 9.1287453 11.6269824 NA 1.4449850 8.7744247 9.8025540 8.2153903 6.5879605 11.3977432 10.1563821 10.6136740 9.6976673 9.7008173 11.0024656 7.7578847 5.2175913 9.3875163 0.00069327 0.00028433 0.00000000 -0.00420720 0.40533000 0.41460000 0.00000000 -0.00249380 0.02650400 0.03891300 0.03404800 0.03404800 0.00069327 0.00069327 0.00028433 -0.00207840 -0.42340000 -0.41926000 0.00000000 0.00000000 0.00000000 -0.00420720 -0.00254920 0.00708260 0.00027728 0.00027728 -0.01070700 -0.00027724 0.00194180 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.000 0.000 0.000 0.000 0.000 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 10.393369 11.191796 11.705529 9.928818 10.128581 11.512884 4.742680 4.252355 6.931502 5.217591 13.386416 8.383836 9.668199 9.840715 7.996954 9.502994 12.166386 7.239418 11.130919 9.757129 8.862855 8.345084 8.434406 7.871266 7.426094 11.038082 12.416545 10.433687 10.698849 NA 8.986744 7.638117 10.490307 9.544788 11.774985 9.852978 9.977033 7.772929 10.230727 7.136164 8.395315 9.024946 8.367834 8.363865 8.944848 9.231816 13.146453 9.982867 13.292190 7.520392 10.351893 10.388005 15.787852 12.276045 13.484835 11.327645 1.860049 10.484378 11.348382 10.966275 9.465519 9.420372 9.757129 9.533348 11.544131 11.874757 5.069492 4.560477 13.598246 10.718798 9.895526 7.243743 9.525375 0.860049 11.834095 -1.139871 12.675623 11.304532 11.142549 11.095755 10.657296 6.614926 8.570846 8.480259 9.104403 5.503896 13.078890 2.560470 13.073827 12.304796 8.827266 8.881200 9.486661 5.802555 1.860049 10.272080 8.505698 9.608232 10.141390 10.937189 12.632663 11.421327 1.181993 10.928146 6.730404 8.756372 11.808042 9.804019 5.837320 10.366347 9.954777 7.923434 10.479342 6.367834 11.840358 11.397015 NA 12.585832 12.359885 9.918708 9.831583 6.692929 10.462274 10.709445 11.159285 10.552263 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 2 NA NA 1 6 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.86420658 11.25594006 -1.59946207 8.09764977 11.27969101 3.04453401 11.26118724 10.46239092 7.74275675 4.18204071 10.84871588 10.40774448 8.85292333 8.00986108 8.88349008 NA 10.12391653 8.87742832 9.90251938 1.57060865 5.97811095 9.16555373 4.01539052 8.57185918 10.42512934 7.29852727 10.12348980 14.84456465 10.13877442 11.00685607 11.12049878 15.45047759 -1.59946207 8.93303820 10.34026138 4.68608587 7.40911086 7.65807006 8.77136963 1.88740829 11.24027968 10.83296310 9.28637848 9.00152445 2.57060865 2.57060865 9.61074472 9.71809478 8.13030285 8.92326360 9.79728702 10.23040490 7.75382914 13.27882894 1.57060865 -0.59924350 1.20801775 10.41749053 7.65807006 8.56935437 10.75162138 NA -0.01435385 10.37366202 7.33437252 9.87935580 10.49673846 10.91416310 7.89253553 NA 6.55042974 1.86012851 10.27796639 7.77572154 10.23159345 3.20803337 10.13750685 8.58803435 7.98564444 11.26699520 9.33215854 4.18204071 6.42305034 4.75823388 8.85908871 3.48814220 NA 9.47950018 9.53060922 10.00430854 8.32103515 11.30268039 9.70674396 10.31991797 6.03003806 9.68608447 5.85189393 8.23357223 3.61013308 10.38224953 3.68608587 NA 1.98564615 13.63635991 8.05173371 5.12860273 3.72260810 9.07752074 4.59050621 7.01539163 9.27335713 10.91638207 10.11105819 11.07796142 11.57252047 11.08060211 9.05621284 7.44234142 11.48648657 10.59636197 8.82387162 7.85600962 4.42304698 -1.59946207 NA 9.77789276 10.28103099 10.35850978 7.36068383 10.51432675 5.15557115 8.17711502 9.62166510 9.74830356 11.85729330 9.24146006 8.99873483 7.77136929 11.57825748 12.31852044 10.78006054 9.17629260 3.15983905 10.15848889 9.81958900 11.78357636 9.63848967 9.33952670 9.26021695 9.78492630 7.53510815 6.05173317 8.37939266 8.62106063 9.41957787 11.61545667 7.34665290 7.06203318 5.70446255 11.04092715 8.74053230 11.59328327 9.21606557 10.20803715 10.82327265 11.55185733 9.93838593 7.71356523 NA 10.70987432 7.77789243 10.23278102 8.34612586 10.76637312 9.03185914 8.56558918 10.87565560 8.42027311 4.23357366 9.42027290 5.18204071 4.40068137 5.42305034 4.55042666 10.48382908 6.89253553 7.83322407 11.20921208 5.34073316 NA 11.22225690 10.60952616 10.90921979 10.52544975 8.19996380 9.07706244 5.72935699 11.19895149 12.25516103 10.91070456 9.87844043 12.14845561 0.72264089 7.72711177 -1.59946207 10.37294405 8.69415379 8.69645119 9.44028678 13.72426479 15.37237169 -0.01435385 12.30390504 10.58431756 0.72264089 5.62950234 6.54533983 1.40070186 -0.59924350 7.45867400 7.38082207 13.94796839 9.56187083 8.50003000 8.98658358 8.35633224 13.22737964 8.70902107 8.92090809 10.92815925 1.57060865 2.86010864 9.50920672 9.98564473 7.60525356 8.40630664 11.37276452 9.71243053 10.91169353 10.06335059 8.97622156 11.34904946 7.36357849 4.80241555 9.71639782 -0.02205800 -0.02205800 0.00430210 -0.00166290 0.00513590 -0.00912860 0.00194180 -0.00981850 -0.01092200 -0.01092200 -0.01092200 -0.00617890 -0.02205800 -0.02205800 -0.03776200 0.00138680 0.00239080 0.00239080 0.00239080 0.00430210 0.00430210 -0.00166290 0.00041593 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12.6784781 11.6309729 11.3115123 11.3455772 10.7248627 5.1555712 8.0336774 8.7044629 8.8733731 5.5299646 13.5727913 3.1555712 13.6441166 12.5786467 8.9475767 6.9203183 9.7935362 6.2833255 -1.5994621 10.3643008 9.2563295 9.7220467 9.8384344 11.4728148 11.8472486 12.2587604 0.9856461 10.0620150 7.4934392 9.2343629 11.5075723 10.0254776 3.4450778 10.5677867 8.9781110 6.6003545 10.3585098 8.9781110 11.6154567 11.2420500 2.5706087 12.9096530 12.6786960 10.1140687 10.8756556 7.8373939 10.7101585 10.3262367 10.0383124 10.8506588 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 NA 3 NA 6 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 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13.783825 9.969825 9.657726 11.551945 6.943585 2.639811 7.783443 5.112291 12.858065 9.003194 11.538406 9.822760 7.622616 9.218743 11.741123 6.086060 10.713143 9.926131 8.510169 8.872014 9.712066 7.423785 6.701581 10.701311 12.196310 10.5708373 10.3395503 1.3178829 8.2500909 7.6032784 10.3371194 10.6580045 11.7496349 8.7628909 9.9854313 8.4093116 10.0698387 7.3893388 8.2764287 9.2016574 6.3785723 5.8016915 8.1820626 9.5610502 13.3045182 8.3704442 13.5151697 6.3468878 10.5267202 11.2288936 16.2990031 12.1060847 13.5895216 11.3062058 1.3178829 10.3022947 11.0230766 10.8693441 9.5126330 9.3065610 9.2596574 9.8934155 11.3189325 11.5177019 4.9472313 5.1882427 13.7862269 11.7677986 9.4688928 7.4802675 9.6381126 -0.6822329 11.3022947 NA 12.9312053 11.1814624 10.8335761 10.8867823 10.0521625 5.7773066 6.7230179 9.5858333 9.0440943 6.4159091 12.9517070 2.4877950 13.3364676 13.5175869 8.1187760 8.3260245 10.5598593 6.0252348 -0.6822329 9.5052282 7.1380547 9.8212051 9.3192282 10.9082294 12.4360062 10.1135101 0.9028068 10.2930076 8.0627100 8.9635345 11.1193825 8.8047112 4.1758599 10.2778782 5.0593423 10.6798200 9.9783179 5.3731575 11.1456159 11.1016929 NA 12.6138603 12.9233557 10.7773078 9.8990768 7.4701610 11.0825405 10.4387620 11.1781911 11.2158143 TCGA-BP-4798 74 1 334 NA kidney stage iii t3b n0 m1 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 65.53.0 NA NA 3 NA 2 3 3 4 3 4 NA NA 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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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4.8092807 10.3011328 9.8706804 10.6155141 5.8706804 2.4011936 12.7960699 8.9247570 11.4539721 12.7116331 1.5081244 11.9962373 NA 8.7695337 11.7011075 4.8300372 13.4098930 11.0681701 7.7119828 1.8706606 10.5873817 9.8969395 9.0339108 8.2301857 6.0045351 -1.2993827 10.3531522 8.9510539 10.3802354 2.2857277 6.7451499 8.9498687 -0.2992052 9.4631373 10.0033942 4.1270224 12.3014686 9.0215558 9.8466875 11.7371007 9.5633927 15.1223929 0.2856981 7.9999634 10.4602274 5.5209345 7.6285330 7.2399145 7.6106484 1.9861561 11.2543846 11.3006682 9.5470293 7.4388476 -0.2992052 1.5081244 9.6527684 8.6329701 8.2515023 7.7855636 9.7829044 9.7430987 7.5304781 12.9629970 3.0226874 -0.2992052 7.6665393 10.3522556 7.6751702 8.8390271 11.0527988 NA 4.5833987 8.1744609 8.9223424 11.0547650 8.0909243 10.6993458 7.7231230 0.2856981 7.6136444 1.2856981 9.5336453 8.3977230 9.9716347 2.7007504 10.7878866 8.4967951 7.9004279 10.9138595 9.1186079 3.2857129 8.6936936 6.2706112 8.7147758 3.6076499 1.0226874 8.7829045 9.6901499 9.7855638 8.6300137 10.3108575 9.5633927 10.9557839 2.2857277 9.3898797 6.6549510 8.5275102 4.4556429 10.4341944 2.7882263 NA 7.4656268 13.7031748 4.0226874 4.3154648 9.1815456 9.0550047 5.6894389 5.9102098 11.0779659 11.0190157 10.3305673 11.5024637 11.2704235 10.6618432 9.9551935 9.4388476 10.1840673 10.6177544 9.4016631 2.9486756 3.7451513 NA NA 10.6421698 10.1941105 10.0550047 7.7961526 8.7369289 3.0226874 5.7560385 8.8157989 6.4218544 12.6618432 7.7007553 8.9604987 4.8905780 11.2981096 12.7702051 11.0962895 8.9803658 2.6980406 9.9427385 9.6001123 11.0367039 9.4894737 9.0113682 10.0893109 9.9965243 7.6076462 6.5833987 8.9710506 7.4115618 7.7451492 11.4369458 10.2440820 7.6970878 2.9486756 10.8794202 8.3767123 10.8144975 4.1926045 9.9540119 10.2791280 11.6006787 10.8558898 5.5587360 NA 8.8656621 7.3080860 11.0355873 8.7546811 11.1574999 9.1855782 7.2243172 10.6244542 8.1622347 2.1601780 3.7882159 3.1601941 1.0226874 3.6549510 -0.2992052 9.9751335 6.2553440 7.1186079 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11.824553 8.956964 8.960499 9.304382 10.103235 12.728489 11.609523 3.401194 6.756037 14.131368 10.786892 10.742414 8.720429 10.234085 NA 10.895512 NA 12.827137 11.617743 10.391190 11.6381292 9.9855794 7.2781846 6.6491225 8.9065485 9.4722449 8.1885953 12.2374652 2.2857277 13.0335612 12.3610856 8.8756812 8.2235133 9.4124223 3.2243182 -0.2992052 9.8014177 7.0090941 9.5772723 10.1513790 10.9099040 13.2366382 10.4167173 2.6076499 9.8066638 7.5894983 9.2734555 10.8843907 9.9786240 4.5833987 11.2206373 4.7231216 6.6076455 10.0550047 4.0226874 11.4369458 11.2500587 0.2856981 12.6395998 12.6659083 10.0108000 10.6244542 6.2629968 10.6794658 11.7458324 11.5042710 10.3107466 TCGA-BP-4799 70 1 1133 NA kidney stage iii t3b n0 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 4 2 3 4 3 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 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0 0 0 0 4.855218e-07 2.427609e-07 NA 10.2575341 11.3155528 6.6778408 3.0563581 9.4473484 7.7273412 NA NA 2.6778465 8.3755039 9.5145227 4.4851949 4.5258371 10.4611667 12.5592610 8.0105488 10.2006187 11.0524459 3.3559184 8.6574092 7.0563527 9.6879495 9.8627164 8.4618216 7.6320377 7.4644371 6.7482304 8.6133007 13.9279618 7.6310133 6.6413148 0.9408809 NA 9.2123385 9.6585519 0.3559184 6.1632673 2.6778465 9.1174641 8.3445977 10.3288928 6.8872950 0.9408809 10.2590416 10.2285878 5.1108017 10.5726588 6.1240965 12.0921035 0.9408809 9.5195627 10.2784974 3.8794705 9.1024274 9.6935349 7.3274565 NA 9.9979647 8.9907240 9.9213863 7.6459322 5.2385576 NA 8.7884551 7.3615377 10.5094651 NA 5.2628052 8.7439303 5.7821779 8.1696941 13.7921040 3.7482251 12.1824476 14.4820528 8.8173924 12.1672877 11.2721657 15.7269068 -0.6440816 8.8050615 11.7038112 4.9408762 7.2200987 7.1951172 7.2925508 2.1632733 10.7309525 9.7493035 12.0780801 7.1824619 0.9408809 NA 8.0906227 9.6002768 6.6505334 7.8356930 8.2385562 10.1141362 6.2747760 13.3385501 2.3559184 NA NA 10.2385560 7.4696548 7.6180081 11.9016015 5.8477665 NA 8.3042801 7.0701585 11.8925318 8.2717921 11.1099654 8.1664845 0.9408809 7.7090597 2.1632733 9.5871341 7.3838192 9.6156563 2.1632733 10.1032668 9.6562656 7.2747760 9.6470837 8.0598165 1.3559184 8.5233310 3.1632733 9.0141246 NA NA 8.0872321 9.0123379 10.5245851 7.9852699 7.4433762 8.6062112 11.0006706 2.5258434 9.9267175 11.5116799 10.6806561 3.3559184 9.6539756 0.9408809 NA 4.5258371 14.0034276 5.0838346 1.9408809 6.6320370 9.5005712 0.3559184 5.6778408 11.1820642 10.6614048 8.6320373 10.8863193 11.9938261 10.8096980 7.4800340 9.4916222 8.6845880 10.6320374 9.4826948 3.3559184 2.5258434 0.9408809 NA 10.3629403 6.4433762 9.2762659 8.1535743 9.6213523 4.8477665 6.0141254 7.8356930 6.3216972 11.9843585 10.2385560 8.8417423 5.4003057 10.9646299 14.0094299 12.1994415 8.2507309 5.3216972 10.0821312 8.8091835 11.5126281 9.9229184 9.1158011 9.8921603 9.6062114 3.2628090 2.6778465 8.8377124 7.4166092 7.8316467 12.0868076 8.0613382 9.2652060 3.6038459 11.8637076 8.9389958 10.7615863 5.5457368 8.7002091 10.1696942 11.7167601 11.4023549 7.1696946 NA 8.1728965 5.8477665 9.1712964 10.0042706 10.0698751 9.7211419 9.0889284 8.8676658 9.4246912 0.9408809 6.0973790 1.6778465 0.9408809 3.6038459 1.3559184 10.1032668 7.1696946 7.3838192 12.8940061 7.0563527 NA 9.3838190 9.3260189 10.9697024 9.6413152 7.9295602 6.5358228 5.4738161 11.2884969 11.9511705 11.1099654 10.2732851 9.1372727 0.3559184 7.5750816 1.9408809 9.5568116 7.9446277 10.5432650 9.3741131 13.0078616 13.7757415 6.1632673 11.4016726 10.1429993 NA 5.5457368 7.6913031 NA 0.3559184 6.5056607 7.0701585 13.8395399 8.9742984 7.6038407 9.3159149 8.8735825 12.1842479 7.5457375 8.5653664 11.7071283 5.3782792 0.9408809 10.1397298 8.8557590 6.8071243 9.8607319 11.1652792 9.0194712 10.7156625 9.0194712 7.4800340 10.4729067 7.6551207 1.6778465 10.6665257 -0.043326 -0.043326 -0.047860 -0.051046 0.273520 0.463310 0.884460 -0.045835 0.124610 0.124610 0.124610 0.127710 0.011679 -0.032995 -0.043326 0.241240 -0.050911 -0.047860 -0.047860 -0.047860 -0.047860 -0.051046 0.230710 -0.382010 -0.034768 -0.039801 -0.045835 -0.051316 0.285330 0.000 0.000 0.281 0.281 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 0.000 0.625 0.625 0.000 -0.339 0.241 0.241 0.000 0.000 0.000 0.000 0.276 0.276 0.231 0.231 0.463 0.463 -0.382 0.502 0.000 0.000 0.125 0.125 0.000 0.000 0.281 0.281 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 0.000 0.625 0.625 0.000 -0.339 0.241 0.241 0.000 0.000 0.000 0.000 0.276 0.276 0.231 0.231 0.463 0.463 -0.382 0.502 0.000 0.000 0.125 0.125 11.707128 11.611827 6.895072 11.063272 8.885343 10.243895 2.525843 2.940881 6.887295 4.782178 13.374896 8.760395 10.572659 8.565488 7.667026 8.887294 10.160044 6.262803 10.189594 12.606804 9.129052 9.573132 10.400901 7.480034 7.761055 10.948370 13.779160 10.5726588 10.1224418 2.9408809 7.7905414 7.5107309 10.7244195 12.1840495 11.3989403 9.9641678 9.1207845 7.0973801 9.8656880 5.8316467 7.6226998 9.5580368 7.5358220 8.7525178 8.8950717 7.6868296 14.2595595 9.4193080 14.1677894 5.0362352 10.7530528 13.7222352 15.6628825 11.9469678 14.1473812 9.8029963 0.3559184 9.4683526 9.7320383 9.6924195 9.0459109 8.8417423 10.1816669 9.7428532 10.4742052 12.5420272 3.6038459 4.1107975 14.5095220 11.0498355 9.5665844 6.5847310 6.8557593 NA 11.7071283 NA 12.7020112 10.1549436 10.5841305 10.4611667 9.6879495 4.9706236 6.0838324 9.4313921 8.9446277 8.1240975 12.6872386 1.6778465 12.1714964 13.5711426 8.6979878 8.6912141 9.9852696 3.9997655 0.3559184 10.4172842 6.8872950 9.9870900 10.2575341 12.7367799 11.6392908 11.7123650 2.8153500 9.9465000 8.2925508 9.2567798 10.8219895 8.6038407 4.1107975 10.4565754 8.2476969 6.5258387 9.2762659 5.9852704 12.0868076 11.7634463 NA 13.0597085 14.1464651 10.9920844 8.8676658 8.2866502 11.3002590 11.8814338 10.6096541 9.9507601 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 1 1 4 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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-1.4783462 7.9417648 9.0206539 4.8072055 9.5586652 11.6885955 5.0609639 11.3361609 15.9653966 9.7774235 10.6892229 10.2945317 16.1389852 NA 8.2683193 9.6079409 4.1656628 6.9894104 8.1764410 7.8990155 1.3291810 11.3204790 11.0751941 10.2804444 8.4481006 2.9812316 4.6917296 9.3743342 8.2866765 7.9543464 9.2109292 9.6158825 10.3154081 7.0335574 13.4736358 1.1067503 NA 6.5218046 10.5023014 7.7979293 9.1835828 10.9296036 4.4525427 -0.4781452 10.2497253 7.3704276 10.1557081 7.8837485 10.8652681 8.1105193 NA 3.2222481 0.1067503 12.0558644 7.6816762 9.3080744 7.6992240 9.9683712 7.9501651 8.0096450 10.7494207 8.6778877 0.1067503 7.4226712 2.6917351 9.3890834 1.5218046 NA 8.7029570 9.4059753 10.7014029 8.5246197 10.2641141 9.5469442 10.4646857 3.9812407 10.0473256 7.5743725 9.1374344 2.4287052 10.2411936 2.5218046 -0.4781452 8.2152918 13.8755719 5.6510890 8.2205094 11.5753913 8.9512116 5.9730165 6.7932678 10.2467449 11.0773525 9.9000995 10.4998002 11.4418244 10.7738787 8.5648320 11.1378941 10.3910130 11.2185550 8.8149544 3.9141244 0.8437427 NA NA 8.9194792 9.8886734 9.7685453 7.8392176 9.9559534 10.5740332 4.4525427 8.7932678 6.4406682 11.7391567 10.3347842 8.8164256 5.5218046 11.1681384 12.6944666 10.9301345 8.7602096 2.3083900 10.3141884 9.9883911 11.5433053 9.2300264 10.9975382 9.5899112 9.3867646 9.7584169 3.7312593 7.6967304 7.6277133 9.3113385 11.0771129 11.3302360 8.1972678 4.2766902 11.5992881 8.6778877 11.5088911 7.7385503 9.8655457 10.1355943 11.6608764 9.3170327 7.2463188 NA 8.8129753 7.3952488 10.2653769 8.1142619 10.7660169 9.0773525 7.7838999 10.1920184 8.8233010 3.2766902 9.1447717 6.6664626 3.8016450 3.6510861 4.1942289 10.8471102 6.2360506 6.8616552 10.8493097 5.2800284 2.9141244 11.1688134 10.5959462 11.2015047 10.1701623 9.2196412 9.5695967 6.2143852 10.8633236 11.6528578 10.6543045 9.6139012 12.2234361 -1.4783462 7.6039534 0.1067503 10.1231113 9.1282099 8.8968443 9.4694418 13.9346723 14.5111549 1.9812316 10.9028069 10.2034824 NA 5.1562510 9.7331760 0.1067503 NA 7.7862474 8.1123915 14.1542888 9.0735514 8.5133265 8.8221572 8.7214772 12.0424234 8.3227047 9.2195020 10.7168693 1.1067503 1.3291810 9.3751144 9.4249334 7.9333159 6.1584299 11.3453710 10.6591161 11.0840472 10.0691813 8.2135480 10.6800988 7.3515276 4.7527379 9.4803574 0.00180300 0.00180300 -0.44383000 0.00471900 0.44409000 -0.00498440 0.00444110 -0.01546600 -0.02534600 -0.02534600 -0.02534600 -0.02534600 0.00180300 0.00180300 0.00180300 0.00000000 -0.45158000 -0.45158000 -0.45158000 -0.45158000 -0.44383000 0.00471900 0.00263570 -0.00609370 0.00263570 0.00263570 -0.01546600 0.00083195 0.00027728 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.452 -0.452 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.452 -0.452 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.128673 11.605949 11.543652 10.201725 9.834121 12.010273 3.329167 2.521805 7.382892 3.428692 12.727369 8.637486 8.087859 8.114878 8.236256 9.692356 11.773139 7.606613 11.007131 9.630982 9.119857 8.445519 9.488051 7.920548 7.392170 11.218555 13.077772 10.059994 10.848515 NA 8.874952 7.684196 10.167013 10.363762 11.721477 9.346763 9.849919 7.651088 10.040950 6.099234 9.940711 9.737338 6.114261 7.121718 8.749421 9.166562 12.772103 8.546944 12.744977 5.164939 10.407501 11.115196 15.586221 12.577680 13.686437 11.012405 2.428705 10.411309 10.091660 10.611255 8.553850 8.816426 9.217033 9.906588 10.868041 11.395824 4.499087 4.825587 14.255587 11.224627 9.402154 7.694233 9.733085 NA 11.309503 NA 12.929537 11.129482 11.048793 10.8938535 10.3487504 6.2565144 7.8990155 8.5062231 8.8244436 6.8118242 13.0843990 1.8437427 13.8068457 12.9626090 8.4105480 8.8660008 9.9242839 5.3162218 -0.4781452 9.5400050 8.6892230 9.1557083 9.6478638 10.5228610 12.3992806 11.0556211 0.8437427 9.7578190 5.6715510 9.0276163 11.3832794 9.9637114 3.6092704 10.2543962 10.2607414 8.5386130 9.7685453 6.0453665 11.0771129 10.7515248 NA 13.0358407 12.2766922 10.4343198 10.1920184 7.6715517 10.1263580 9.8935814 11.5985535 10.3007853 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 NA NA white NA 65.53.0 NA NA 3 NA 3 2 3 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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6.4948748 NA NA 10.0400571 9.7038384 4.7639320 7.4797043 2.5009040 9.0244601 9.4347856 8.7386658 6.4394985 0.9159415 10.8519847 9.4229375 8.1389721 10.8782534 6.3884238 11.4037758 NA 8.0097491 11.5991058 2.9159415 10.9488080 10.1509926 8.0778235 3.1175621 10.6229186 10.5861211 9.1497758 7.8155946 3.9515598 -1.4058337 9.2673167 8.0055184 10.5633941 1.1790014 6.0033976 8.3835414 8.9938195 9.4842719 9.8143860 6.1175704 13.7875961 12.9698616 9.5762882 10.8143860 10.7757810 16.0671822 NA 8.3219281 9.8312176 4.4766539 8.0431564 8.0286360 7.3819106 1.2169204 11.4764597 10.7190982 9.9570473 7.6301812 3.3488981 -0.4060248 9.1676547 9.0656830 8.1883322 9.9034839 9.3588793 10.2809458 6.9690469 13.3303567 -1.4058337 -1.4058337 7.6411313 10.5053996 8.1883322 9.2513262 11.5158486 NA 5.4519891 9.4948744 9.2441619 9.9346256 9.1106926 10.3835413 8.0181740 NA 8.2142273 2.4013574 10.8963609 7.7051430 9.4789413 4.7437573 9.8561026 8.7589144 7.5482039 10.6884153 8.9852514 1.7639214 8.3354748 3.2944443 9.5583486 NA NA 8.6600968 9.2087175 10.9443944 8.2857513 10.0118601 9.7097016 9.9543061 0.9159415 10.3206515 7.2805082 9.3522308 3.5482023 10.3839488 3.5009040 -0.4060248 8.7513546 14.2141129 3.3488981 5.0534372 11.0314996 7.8561024 4.2087201 5.3753662 10.9676885 11.2857512 10.1883323 10.7819782 11.5536601 10.9111376 8.1883322 8.7776429 10.2114751 10.9849827 8.7321769 5.2805073 2.1789695 -1.4058337 -1.4058337 9.6847818 9.7181290 9.7538789 7.7386658 9.6437200 8.6641287 6.4268971 9.4636014 6.2734879 11.8388174 10.0682206 9.0768156 5.1638650 11.8957896 13.0119920 11.6220864 8.6526894 3.9641676 10.0580427 10.1892652 10.8837384 9.3455516 11.3959181 10.2952231 8.4674519 8.5911872 1.7639214 8.2996398 7.3555590 9.0524143 11.5543717 9.7676535 9.0641885 3.3488981 11.2586771 8.7676849 11.0047240 8.6694867 9.6894047 9.8028516 11.8631343 9.9657843 7.8770958 0.1790014 9.3638454 7.2123933 9.7532483 8.6024361 10.7272141 8.8010218 8.0452185 10.2169746 8.5569037 0.9159415 6.3621928 2.9863199 2.4013574 4.2087201 -0.4060248 10.8581570 6.3422009 6.8276272 11.3153226 6.2849138 -1.4058337 10.9573211 10.5154767 11.4328176 9.9554032 8.6246748 9.2770023 6.5325881 11.2948808 11.6679818 10.4628302 10.0291570 11.2659909 NA 8.0390227 1.5940230 10.1214847 9.8619647 8.8359907 9.1505137 13.9951872 13.9739275 2.1789695 11.2933632 10.1883323 -0.4060248 4.6814718 8.5396563 0.5939752 NA 7.9537570 7.5911872 14.0282123 10.1846227 8.5583484 9.0928568 8.8192150 11.5700347 8.6933556 9.2184560 11.5689599 4.8228270 4.2087201 8.9581423 9.2405664 8.0958448 8.2557858 11.2260941 9.9986171 10.5791380 10.1740919 9.7322794 11.6215681 7.7129486 4.9061643 9.9592365 0.0120970 0.0120970 -0.5512600 0.0214630 0.0049969 0.6831600 -0.0030475 -0.2053500 -0.0423810 -0.0423810 -0.0423810 -0.0172540 0.0024924 0.0256710 0.0120970 0.0000000 -0.5533700 -0.5562600 -0.5562600 -0.5512600 -0.5512600 0.0214630 -0.0036011 -0.0030475 -0.3548700 -0.3548700 -0.2053500 0.0058309 -0.2105700 -0.205 -0.205 0.000 0.000 0.178 0.178 0.000 -0.211 0.176 0.156 0.156 0.000 0.000 -0.155 -0.155 0.000 0.000 0.000 0.000 0.174 0.174 -0.188 0.000 0.000 0.000 -0.551 -0.551 0.000 0.000 0.000 0.000 0.000 0.000 0.683 0.683 0.000 0.000 -0.355 -0.355 0.000 0.000 -0.205 -0.205 0.000 0.000 0.178 0.178 0.000 -0.211 0.176 0.156 0.156 0.000 0.000 -0.155 -0.155 0.000 0.000 0.000 0.000 0.174 0.174 -0.188 0.000 0.000 0.000 -0.551 -0.551 0.000 0.000 0.000 0.000 0.000 0.000 0.683 0.683 0.000 0.000 -0.355 -0.355 0.000 0.000 10.669152 11.613772 10.519933 10.115117 10.241016 10.725865 5.237862 2.053424 8.016072 3.451989 12.524468 8.558305 10.986593 9.638552 8.305881 9.278756 12.247636 7.133167 11.039540 10.182254 8.976632 8.758814 9.945814 7.863134 7.186465 11.616549 12.795672 11.0325396 10.7309987 NA 9.1676547 8.1957782 10.5619543 10.1586335 12.0842318 9.1648122 9.7825965 7.6734921 9.8258289 6.8513955 8.2342527 9.0768156 5.7437546 5.9068906 8.7863003 9.8747784 12.9097233 9.0534394 13.0915477 6.6297413 12.0035312 10.5723606 15.6843889 12.1353463 13.4196621 10.9507347 0.9159415 9.6492901 8.9482571 11.1827223 9.0768156 9.0768156 10.2686413 9.8419351 10.0636495 11.4541247 4.9863245 5.3082516 14.6911215 10.7554545 8.7271499 7.0369516 10.7025321 -1.4058337 11.7150554 NA 12.5580777 11.3878101 11.3255388 11.0379872 10.3069645 6.2734879 5.2378620 8.9215604 8.9449469 6.9249241 12.8978462 1.9159415 13.6816777 13.2524423 8.4766506 8.4902793 9.8137812 4.2087201 -0.4060248 9.2593436 7.8324122 9.0108053 9.8578636 10.7165121 11.5505653 10.3687948 2.2944590 10.1629138 7.4394976 8.9906123 11.5113797 9.9674166 2.4013574 9.9193131 7.8513955 10.5819822 9.7538789 4.2087201 11.5543717 10.8416385 NA 13.3351059 11.7200668 10.3291405 10.2169746 7.9690469 10.2405663 10.3936940 10.8543803 11.2745056 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 5 2 3 4 1 1 2 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 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1.5199444 11.1003888 11.4691848 9.8136433 8.6918691 3.0053641 2.3679301 9.8373543 8.6978596 8.2505817 8.5795566 9.9462065 9.9981047 6.7904710 12.7847362 2.7829746 NA 2.5199444 10.3477608 6.9989131 8.6471623 10.8695547 3.3679441 1.1979912 9.1681195 7.8984533 10.9021161 9.1909521 10.6321206 8.4268325 NA 6.0181935 1.1979912 10.9399019 8.3039223 10.0521028 5.3679371 9.4659708 7.9956750 8.0466367 10.6717194 8.7545198 3.9529020 7.1463813 5.0053685 8.6878617 5.0559938 NA 9.0591005 9.2478623 10.1153857 8.0309038 9.9053727 9.7107541 10.6767833 5.7058093 10.0213809 8.7506829 8.8654447 3.1980069 9.9964855 4.2424043 -0.8018831 7.1228259 14.0252075 5.9661974 9.7008454 11.8821047 8.9019174 5.3477613 6.3477613 10.2444555 10.4435664 10.1543898 10.6808216 11.2901100 10.9058041 9.6938687 9.1064062 11.0081836 11.0281327 9.0012731 4.4459385 2.8984599 NA NA 9.9139756 9.8553321 9.6326419 8.2694760 10.3046420 7.6858540 5.5903325 8.7077888 8.2774985 11.8285083 9.1681195 8.6656191 5.8984527 10.9977000 12.6977350 11.3137076 9.1988305 4.3996496 10.5472949 9.4636286 11.6620488 9.1781532 9.4577570 9.9318764 10.0141974 9.4038069 1.7829956 8.1049043 7.9122594 8.6305555 11.1317043 10.3592211 6.9845449 4.6898694 11.2335001 8.3927703 10.8858267 8.6858536 10.2162138 9.9233799 11.5983594 9.9199672 7.9529014 -0.8018831 8.6574453 6.6737472 10.3810286 8.1866981 10.8594889 9.2478623 7.5108963 10.2169093 7.3927708 2.8984599 6.3779219 2.0053641 4.5442628 4.8984551 4.1049069 10.0783625 7.0745301 7.3976858 10.4331603 6.0076844 2.3679301 10.8766138 10.5572141 10.7997845 11.2674634 8.1317042 8.5308780 6.1613718 10.9399019 11.5123136 10.9088200 9.7166669 11.4975079 2.3679301 8.5378637 0.1979912 9.9801929 8.9428476 9.1980135 9.9777330 13.0912204 14.1214804 3.1980069 11.7412872 10.4007497 0.7829956 4.0053730 7.8090382 1.5199444 0.7829956 6.8774940 7.4123327 14.1547981 10.4630425 7.4025849 9.2654479 9.4554014 12.6031551 8.7371723 8.8685991 10.5654284 4.1980147 2.7829746 9.4891842 9.2907709 7.4880321 6.4171825 11.0691488 9.6063434 10.9457871 9.6993035 8.6200783 10.6574453 7.4787842 5.0053685 10.8314630 0.0000000 0.0224440 -0.0034627 -0.0156040 0.1863100 0.1160900 0.0882350 -0.0116110 0.0512450 0.0512450 0.0328130 0.0617940 0.0000000 0.0000000 0.0188030 0.1168200 -0.0034627 -0.0034627 -0.0034627 -0.0034627 -0.0034627 -0.0156040 -0.0078863 0.0408920 -0.0111980 -0.0111980 -0.0116110 -0.0102320 -0.0976270 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 10.376056 11.720105 10.777330 9.987547 9.699851 11.471226 4.555565 4.782975 8.242408 6.782976 13.514719 9.143121 8.941165 10.004990 7.740156 8.481102 10.987547 7.055995 10.686356 10.789536 8.335005 8.421967 10.090207 7.464801 7.198014 11.516274 12.225574 9.9603957 10.2141255 NA 8.6656191 6.5555662 9.8624608 10.7754425 11.2369326 10.0497627 9.9208212 6.8633500 10.2781650 7.4834160 8.5860310 9.6574453 8.4601085 7.8053441 9.0821842 8.2614086 12.8061529 9.4352235 11.7628776 6.7449078 11.1973090 10.0829472 14.8878751 11.4456445 13.1726075 10.8067305 2.5199444 11.3480782 9.7107541 10.8584553 8.9612260 8.6656191 8.7678693 10.0988805 11.3410779 11.4077716 6.1168762 6.1752930 14.3323513 10.4845714 10.1874081 7.2801629 9.9352610 0.7829956 11.1576534 NA 12.7816841 10.9694949 10.6722266 10.9670250 10.6752659 5.6409563 6.4926351 9.0356415 9.3182515 7.6574449 12.7024441 3.0053641 13.1750252 12.1533003 8.6717194 8.5013376 9.6052813 5.7829772 -0.8018831 10.3622921 8.6918691 9.3464902 9.6696889 11.5610533 12.6765305 11.8400653 2.1980226 9.3130574 7.7979267 8.9810118 10.5506089 9.4459412 4.6898694 10.6492247 8.5489529 8.0897974 9.6326419 6.9728006 11.1317043 10.9956752 2.3679301 12.6593652 12.6046173 10.3234272 10.2169093 7.8053441 10.8200655 10.7482794 11.8263020 9.8743145 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 1 NA 6 2 2 1 1 1 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 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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9.5862040 10.4364973 8.0792442 10.6353435 NA 7.9908624 10.8942767 4.8771209 11.5738705 9.9751524 8.4006822 NA 10.7205859 10.1855446 9.4483893 7.6084389 7.7810023 0.4620523 9.3033851 8.1509160 10.5574798 2.1990598 6.6253129 9.4230499 6.1532440 9.6444771 11.7798722 4.1625243 12.0140009 13.9264583 9.4479246 10.5701715 9.0369915 16.6173358 NA 8.2907483 10.9549374 3.1250559 7.6453046 7.7989610 8.6286643 1.8771160 11.2912769 10.9060623 10.1996117 10.2258484 3.4006882 2.4620785 9.3868952 8.6169009 8.1671391 9.7131707 9.4955057 10.4407932 6.7100101 13.8511763 -1.1228055 -1.1228055 6.5281712 10.1143302 8.2346723 9.3200638 10.9262881 3.9645835 NA 9.3759695 7.5460054 10.5946682 7.3809459 10.8078576 8.2302669 -1.1228055 6.3200640 0.8771160 12.0346251 7.5101154 8.9364648 3.7350997 10.0944722 7.3888732 7.7658636 10.5982195 8.9485827 0.8771160 7.7900096 4.0865715 9.5706071 NA NA 8.2907483 9.6519074 10.3401336 8.4336263 11.0501727 9.3649602 10.2801323 2.1990598 9.9999483 8.5879267 9.9512617 3.8313199 10.0514219 5.0268664 NA 8.0038248 13.4937840 4.2346699 12.0610657 12.8057312 7.7870132 4.8543997 6.6185867 9.9458985 11.2508011 10.1023277 10.3804492 11.2991535 10.4672394 7.5064766 9.9751524 10.5019157 10.5557204 8.9851087 3.2694372 -1.1228055 NA -1.1228055 8.5317561 10.1345081 9.8757107 7.6453046 9.0060040 11.4658349 4.6584800 8.2970804 6.3200640 11.5642772 10.2960270 9.5236790 4.8543997 11.3088790 12.8282228 10.9827014 8.6876920 2.0470497 10.1071407 9.7474849 11.5046542 9.1544078 11.7898225 9.1967924 8.6909014 8.9077875 2.6844821 7.6118297 7.6617553 8.8004476 11.3498111 9.2604790 8.5227788 3.6844709 11.4087454 8.9050262 11.2286116 9.1578911 9.4945876 10.1984847 11.5840479 9.5290690 6.2608255 NA 8.3487954 7.2651377 10.1962279 9.2619040 10.6837263 8.8313164 7.8883475 9.4779624 8.4162790 1.4621047 9.9479120 4.7350997 3.6320122 3.4006882 0.4620523 11.3257528 5.9960610 6.4393622 9.7521016 4.8163488 -0.1228055 10.6872902 10.2790664 10.8045279 10.1602086 9.9465700 9.4153091 6.0435348 11.1942502 10.8629622 10.4895281 10.0570293 11.3459988 0.4620523 7.6715361 -1.1228055 9.8472262 9.3639553 8.9296883 9.0829136 14.5529395 14.0088567 2.4620785 11.6868884 9.7474849 -1.1228055 5.6584800 9.1439069 1.1990598 NA 7.7068427 7.6682830 14.3833968 10.8001394 8.9973582 8.8529683 8.9725172 12.0780188 7.5353314 9.2562495 10.9866245 1.8771160 2.4620785 9.5046542 9.7123812 7.6219544 3.9215125 11.3316766 10.2859807 10.6621639 9.5583587 6.6453039 10.3883788 7.4006822 3.6484769 9.4460264 -0.00379650 -0.00379650 0.01916500 0.01315600 -0.01668200 -0.02448600 0.01078500 -0.00697640 -0.04582600 -0.04582600 -0.04582600 -0.04582600 -0.00379650 -0.00379650 -0.00379650 0.00368930 -0.83812000 -0.83812000 -0.83812000 -0.83873000 -0.83873000 0.01315600 0.00837460 -0.85515000 0.00410600 0.00410600 -0.00697640 0.00056893 0.00122760 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 9.214742 11.437692 11.107141 10.387390 9.090224 11.251888 5.549546 1.462105 7.563621 3.400688 12.800912 8.466003 9.161366 10.002140 8.223767 9.270511 12.066173 6.632008 11.118806 9.375969 9.082914 8.467670 9.457831 7.787013 7.484451 11.418459 12.840739 9.886249 10.702477 NA 8.655197 7.439363 10.440793 10.108941 11.138040 8.790010 9.323170 7.868642 10.085964 6.096289 9.366968 9.082914 5.477033 5.697298 8.382932 9.342687 12.989152 7.980408 13.120964 5.806556 10.694903 10.898100 16.438043 12.386895 13.157964 10.736267 1.199060 10.241802 11.386153 10.929349 9.270511 9.523679 9.721041 9.670724 10.651907 11.678020 2.877116 5.143908 14.178741 11.536001 8.973835 7.524579 9.717111 NA 11.682663 NA 12.818718 10.908815 11.196792 10.395282 10.024325 6.208037 7.052046 8.907787 8.542456 6.036991 12.614248 1.462105 13.703271 13.066636 8.212510 9.022059 10.076793 1.877116 -1.122805 9.251073 7.396756 9.534439 9.876373 11.169442 11.669097 10.494588 1.462105 10.438885 8.039511 8.596509 11.196228 9.264060 2.462079 10.211952 9.101122 8.625313 9.875711 4.831315 11.349811 11.299185 NA 12.806471 12.647371 10.526825 9.477962 7.774966 9.913294 9.804157 10.697084 11.198502 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 4 1 3 5 3 1 4 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.45648939 10.34777183 8.97897638 6.01387089 9.48737782 10.41114720 NA 0.19748800 3.09632933 8.40349185 8.37899273 4.42890616 4.55090066 10.75269190 12.25040123 11.61057241 10.28981291 11.31657717 0.66339017 8.99608166 8.43288093 9.63088831 11.08690999 8.57266688 8.73590832 6.57506571 7.21796254 9.07530853 12.24777268 8.14862351 5.80905167 -1.65835576 -1.65835576 10.04405130 9.86549760 5.18693628 8.26922348 4.14880398 9.48610394 9.19553486 8.56906153 8.35127452 1.66339017 11.80036494 9.13586163 12.46265545 11.94993159 9.12771530 10.36658526 NA 8.94692528 10.83003906 5.24833748 12.21959246 10.17394017 8.19631393 -0.65858348 10.42326206 10.58763708 9.02707054 7.93763570 7.64522682 -1.65835576 9.50068635 8.02444048 10.92734716 0.92637903 7.66787510 10.32586421 7.56303302 9.77659506 9.25732514 4.34144499 12.46072734 10.47169452 9.57446619 10.67795232 8.69348905 16.29477828 -1.65835576 7.60354030 11.19942672 4.51137316 6.86892254 7.58223684 6.74658687 2.28912622 11.60486166 11.40332317 10.65857568 8.72406972 2.73376648 3.34144499 9.35546629 9.14234553 8.58580946 8.30289523 9.56000891 10.75454474 6.72082430 14.52323859 0.66339017 -1.65835576 1.14880398 10.44276491 7.76980611 9.71539835 10.83829954 -0.07354507 NA 9.05826508 6.65885841 10.57605960 7.03144372 11.31227064 8.59529329 NA 3.98530004 -0.65858348 11.53481707 7.48099695 9.22255971 6.57984992 9.99294598 9.54356954 7.81717938 10.48801443 8.63950821 -0.65858348 8.41959662 3.55090066 8.64864663 0.66339017 NA 8.81413669 10.79420180 10.46589021 8.79780028 11.17512647 9.30867190 10.22370671 1.92641698 9.97353221 9.40416657 10.51293528 3.53797935 10.40753492 5.42890951 NA 7.56544714 13.39052851 2.92641698 8.46556722 12.89615450 9.58996643 4.92640749 5.86500818 10.86965561 11.07446108 10.83904809 10.26477321 11.21826577 10.87599180 7.68574186 10.35232344 9.99608180 10.73268936 9.87299785 -1.65835576 3.47073207 -0.65858348 NA 10.06168994 10.52694069 9.52941630 7.28981326 9.28081925 12.58692416 2.98530004 9.13342250 5.82526156 11.59292817 10.52848849 9.06169008 4.69899630 11.58625551 12.88447756 11.43436802 8.98980319 4.72445928 10.56514579 9.86598746 11.97171285 8.79059449 11.04513304 9.26922371 9.29854789 11.42558975 0.92637903 7.60823264 7.08963903 8.27366041 11.19592457 8.98141030 9.21693400 2.51136683 11.47394547 7.92452869 11.29636901 8.17591676 9.22561620 9.62163653 11.31890457 10.16401653 7.03493319 NA 8.48992220 7.21796254 11.73952137 8.98349757 10.91360355 9.01475475 7.48610374 9.58759246 9.48482893 0.34141652 8.08291278 3.80087920 2.80086885 3.09632933 3.04189128 11.95062449 5.27218373 5.99249654 9.71149009 4.53561132 -0.65858348 11.06446666 10.20795201 11.17196093 10.16997898 10.68018210 8.81819197 6.87757617 10.82072075 10.28908264 10.78023758 9.85517340 10.43255046 -0.65858348 7.54111830 -1.65835576 10.14517329 9.85615984 9.41625623 9.18615139 13.25625129 13.84175859 0.92637903 10.29273045 10.32835438 NA 4.95615425 7.76771041 1.14880398 NA 7.40753461 7.25433515 14.29250273 10.87526210 8.65998840 8.25283760 10.01342904 11.35947203 7.38583997 9.32131392 11.19572973 -0.07354507 1.14880398 10.39537165 9.68129570 7.59411108 4.88060227 12.08585914 9.62742591 10.95223993 9.24004714 9.76823462 9.51824222 5.13586317 2.92641698 9.94135857 0.0164760 0.0164760 0.0879690 0.0105640 0.4191500 -0.0138150 0.0836310 0.0065262 -0.1595000 -0.1595000 -0.1595000 0.6699300 -0.0019399 0.0164760 0.0174040 0.0116790 -0.4377800 -0.4319200 -0.4319200 -0.4319200 0.0873900 0.0105640 -0.4492100 -0.4417800 0.0065262 0.0065262 0.0086135 0.0083351 -0.4457700 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 9.119523 12.130979 12.929692 10.358602 9.367277 10.782055 3.096329 2.041874 8.722902 3.248337 12.504073 8.739633 9.907500 8.587331 8.055502 9.275136 11.859238 5.948776 10.745257 9.601189 7.859115 9.279820 9.604345 6.663375 6.428908 11.128532 12.420014 10.00766968 10.42426005 NA 8.02444048 7.64065346 10.24608037 11.05890800 11.87294904 8.18222350 9.83730073 8.08122617 10.11705603 6.12934897 9.59529329 9.64465576 5.71648614 5.35267379 7.83129394 8.77815731 12.95494746 8.23626347 13.29140920 7.55894336 9.90416524 10.83829954 16.04881161 12.05031408 13.77019846 11.03406127 -0.07354507 10.81869808 9.59883358 11.12608061 9.36589284 9.06169008 9.12526261 9.78075726 11.00589299 11.57176644 6.17433650 5.23626299 14.41760998 12.10185384 9.13504896 8.36381368 9.10797472 NA 11.11272886 NA 12.87933145 10.72027162 11.00255577 10.752692 9.630888 5.579850 7.352673 9.379679 9.471373 7.242313 12.532420 1.800869 13.371768 13.209062 7.861082 8.008007 10.686019 4.849239 NA 8.657727 7.031444 9.668998 9.084547 10.947620 12.271259 10.042319 1.148804 10.256205 7.786460 8.861082 10.370388 9.124444 1.663390 10.734300 5.027946 6.135861 9.529416 3.385845 11.195925 11.772813 NA 12.641512 12.941707 11.414583 9.587592 6.729463 11.246833 10.200592 11.013020 10.679725 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 5 3 3 4 3 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 6 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.803367e-06 4.855218e-07 NA 11.04007494 9.46437748 8.42830824 NA 10.37666719 8.69259319 0.53953107 3.29303199 5.34692144 8.18822238 10.84714530 4.27653389 9.19420109 10.82881538 11.89326319 10.52113222 10.40632875 12.45020770 4.44645475 9.68931209 8.84638613 10.60385868 9.74250498 9.13947768 8.89565010 8.91690563 8.18582344 9.03008166 14.29037661 8.31428595 8.19300733 -1.04543143 0.53953107 10.44445039 10.65634209 5.24000515 8.11950922 4.70948916 8.98940131 9.44745708 11.18672357 7.31215416 4.62702894 11.57206992 8.92758213 11.34046485 10.68082066 5.31215326 11.39079347 NA 8.92758213 11.12734251 3.53956829 12.02991446 10.66066671 8.12952825 NA 10.15782199 10.61707501 9.01394680 8.51875189 6.90296956 -1.04543143 9.69775384 9.31435212 10.78194520 1.95460579 7.37245504 9.55915565 0.95456857 11.15396806 9.56378124 6.45444901 10.76777843 13.54659223 9.63935102 10.59575110 10.03141808 16.23944463 -1.04543143 8.78432534 9.99489223 5.14442576 7.64808933 8.02069165 7.98802567 2.44002198 10.69100436 11.22664899 10.46783661 8.62879473 3.76195540 1.76196603 10.22021748 8.75711895 8.67399130 9.85320381 10.35921191 10.06964605 7.08902880 13.38361683 2.27652644 1.53958070 3.90880330 10.62437337 6.76838417 8.54892707 11.28775779 1.27655622 NA 9.17860410 9.11321213 10.73136443 9.04868004 10.72980120 8.56378124 -1.04543143 6.35548148 0.53953107 10.42424430 9.15058988 10.96617917 4.04206644 9.07743048 8.36611366 7.89418175 11.63891277 8.31654628 4.56931488 7.53203092 4.81258550 8.61281396 -1.04543143 -1.04543143 8.89124054 9.62614359 10.33506348 8.37456265 9.36399344 9.92829984 10.42118879 0.95456857 9.98043409 10.02069165 8.72444018 3.95460579 9.82804665 6.66196190 1.95460579 7.02069220 14.35424756 2.41402726 9.20726793 12.69227233 10.21375723 4.68252273 7.29889838 10.54097316 10.42982924 9.58850590 10.76597715 11.07192091 10.87309309 10.25094512 9.18101457 8.92901720 11.33884661 9.39976220 1.53958070 3.04206644 0.95456857 NA 10.61638058 10.10942064 9.12202064 8.38505521 11.03088697 7.82188110 8.02874373 8.44645558 7.43438303 12.30636991 9.24692416 8.05526454 4.95460114 10.96687779 13.43570812 11.56123901 9.77337628 2.77325792 10.45145625 9.83877296 12.26422093 9.20015513 9.79930818 10.31215451 9.49279134 8.30554150 1.76196603 7.67227894 6.71615411 7.33830674 10.72526638 6.57797257 7.51699768 3.95460579 11.22927181 8.42830824 10.52588105 6.38923122 10.67399130 9.98457981 11.66540889 10.43387750 8.57298779 1.95460579 8.20726768 6.56931184 10.05657811 8.89124054 10.90797687 9.19061659 8.00445083 10.35388034 6.10434924 2.27652644 7.41403403 2.41402726 4.41403403 4.41403403 2.53955589 9.91966529 6.78749254 7.40581371 10.79316035 6.65629042 2.86149887 10.99660377 10.55730133 11.07062144 11.81510754 6.81878922 7.79695265 5.91888470 10.61459833 12.63847433 10.89087232 9.76998574 10.57756941 -0.04543143 8.84790392 NA 10.05592161 9.31435212 9.33072779 10.08967041 13.24764297 13.13178839 7.49763392 10.61370642 10.51684487 2.12452666 4.65504265 8.58777939 0.95456857 1.27655622 6.44645475 7.45842794 13.30312315 11.05789685 7.15917403 9.61993841 10.18941986 11.61526694 8.35120737 9.16753657 10.64765377 3.59846049 2.53955589 10.03342039 8.60744757 7.00988459 6.72938962 10.96408119 9.68167203 10.95601068 9.38969974 10.02606483 11.27173240 6.98250879 4.20252743 11.40735849 -0.00101930 -0.00101930 0.22607000 -0.00202070 0.38833000 0.40761000 -0.21991000 -0.21342000 0.00930980 0.00675940 0.00675940 0.00675940 0.00620940 0.00958830 -0.00154410 0.01824300 -0.19212000 -0.18748000 -0.21926000 -0.21926000 -0.24241000 -0.00202070 -0.23289000 -0.21528000 -0.11139000 -0.11139000 -0.21576000 -0.00069303 -0.04594400 -0.215 -0.215 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 -0.215 -0.215 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 11.281313 11.997801 10.832270 10.111318 9.193007 12.310642 5.478163 3.709489 8.349065 4.682523 13.459484 9.158318 8.771586 9.123989 7.679866 7.376667 10.787492 6.787493 9.900046 10.386100 8.185823 8.559600 10.836187 7.376667 6.661962 11.725886 12.715530 10.71032465 10.09159353 1.95460579 8.47423890 6.99899653 9.83341970 11.02270896 11.47718401 9.83418564 9.96722698 6.79380617 9.99352138 7.31215416 8.59484746 9.86524518 5.25838324 6.60565433 9.54612488 8.82650781 13.19240994 10.12264774 12.03858032 7.72477099 11.55381795 11.54589102 15.21106918 10.89711697 13.31586091 10.63188168 2.41402726 10.98733700 8.38296245 10.79104735 8.82342488 8.05526454 8.90879880 10.08967041 10.43387750 10.66841851 4.86149391 6.63408208 14.65848306 10.33560462 9.81491358 6.97697074 10.67527424 -0.04543143 10.88349092 -1.04543143 12.44219130 11.03384721 10.06899547 10.828815 10.603859 5.124527 5.988026 9.111949 9.587598 7.298898 12.654705 2.761966 12.792625 12.099579 8.996262 8.233656 9.921829 3.709489 NA 9.344771 8.847904 9.174981 9.481102 11.699857 11.506551 11.802834 2.655031 9.445453 5.240005 9.123275 10.441940 9.426278 2.761966 10.384009 5.104349 9.393394 9.122021 4.569315 10.725266 10.648960 -1.045431 12.823136 12.776675 10.238848 10.353880 7.908798 11.036419 11.133890 11.809905 10.174993 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 1 2 2 1 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 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10.9748591 5.8687905 7.0998654 11.2470093 11.9534620 8.2321134 10.9719062 11.9134928 2.0409625 10.5999026 8.5210213 10.5322905 10.5511425 7.5935129 7.9732852 7.4446936 9.0205400 9.0588936 11.1110033 7.3816762 5.2736315 NA NA 10.1397057 9.8877158 4.9669703 7.5935129 4.0167281 8.0574086 9.6615581 9.6269359 8.5317557 1.4560176 11.0002010 9.7864781 5.7561320 9.5545677 4.4008658 11.3188016 NA 8.2202172 11.5967112 2.9414444 10.6669241 9.8564618 7.9365973 -1.8661735 10.5753577 10.4960250 8.9178980 8.1354892 6.9920625 -1.8661735 10.0190148 8.8628521 10.3861552 1.3039853 5.8345216 8.8601204 3.2633650 10.0893678 10.6642436 6.9187166 11.1985814 11.2284888 10.0758624 11.0486532 10.9538611 15.4646480 NA 8.8188298 11.3555173 4.9284982 7.4078770 7.6016869 7.8534699 1.5934972 11.2798542 10.9115420 10.9063958 9.0174883 0.9414068 6.4872275 9.3398745 8.8362540 8.0334379 9.0357023 9.7552172 10.0178700 7.6809755 13.0092546 0.7190520 -1.8661735 3.6576400 10.2958430 7.9382123 8.9170793 10.4107872 3.5935091 NA 10.2125656 6.3090070 10.4099757 8.3288383 10.8950090 7.7358518 NA 5.7779378 -1.8661735 11.1567958 8.0439744 9.7404864 4.1564452 10.0890044 7.4102054 8.1812049 11.0182517 9.1305546 4.8889672 7.7377077 2.9920614 9.1695675 NA NA 8.5863223 9.8362538 10.3331400 8.5402862 9.8696372 9.7810898 10.4517764 2.2215369 9.9158507 7.7152818 9.2195935 3.6576400 10.3858595 5.5519343 -1.8661735 8.5123762 13.4796597 5.1227638 9.4778222 10.7907295 8.2582023 3.7779352 6.5603466 10.3595899 11.3708428 10.1117189 11.0640793 11.2085488 10.5537781 9.4672365 7.9873908 10.2704315 10.6495346 8.8603418 1.1340895 0.4559650 -0.8659105 NA 10.1712849 9.8135612 10.3828983 7.8258244 10.2902749 8.5370933 6.3580832 9.2208808 5.3724855 12.2952131 9.6364158 9.7096205 5.7707049 11.4414243 12.3164755 10.7591051 8.9360239 4.2670713 10.0063712 9.8948011 11.2691491 9.1846101 10.6244307 9.6991261 9.1106454 10.8420873 3.6886727 8.5360272 7.9717091 8.5996477 11.7878220 10.9308164 8.0604960 3.3820032 11.6369130 9.2373689 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8.8507e-05 -1.1087e-03 -5.1511e-03 0.0000e+00 -1.7231e-01 -1.7231e-01 -1.7231e-01 -1.7231e-01 -1.7231e-01 3.1910e-03 5.1359e-03 6.9435e-03 3.0522e-03 3.0522e-03 -1.3127e-02 -2.7724e-04 4.7190e-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 -0.172 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 11.147753 11.380079 11.448948 10.228489 11.367251 11.895840 5.382010 0.455965 7.696324 3.419485 13.290915 8.891913 7.417170 6.654739 8.569970 9.909692 12.250588 7.827568 11.193426 9.456573 9.006756 8.578195 9.479542 8.141108 7.061859 10.692263 13.307485 11.516975 10.675420 NA 8.812681 7.960630 10.511292 9.730271 11.542544 10.134785 9.465558 8.518865 10.034571 6.813562 5.827568 9.002904 4.509119 5.992061 9.664975 10.031927 13.344448 9.802523 12.084910 6.481835 8.777937 10.921780 15.642131 11.880071 13.711805 11.256424 2.304014 10.450646 11.093721 10.660091 9.616889 9.709620 9.134785 9.942241 10.004060 11.620411 4.491635 5.156449 14.140715 10.662291 9.342316 6.134081 9.533359 -1.866173 11.760247 NA 12.742163 11.646567 11.410496 11.2470093 10.5322905 6.4332900 8.0603771 8.7570483 9.7288724 5.2530211 13.6513064 2.6576400 13.7563332 12.8191037 8.9638038 8.3034173 9.7891647 3.0409801 -0.8659105 9.9614239 9.1206342 9.3950007 10.0349329 11.0292778 10.7765842 11.5940250 1.5934972 10.3955885 7.9510649 8.8301793 12.0502406 9.9905068 2.4560176 9.8474677 6.7001359 8.9236148 10.3828983 5.8205823 11.7878220 11.2515619 NA 12.8839506 12.4886061 10.1016677 10.5909489 7.3580832 10.3784450 10.4409973 10.5978201 11.3841160 TCGA-BP-4962 58 0 NA 1785 kidney stage ii t2 nx m0 19-3-2015 male 2005 NA NA NA 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7.4553609 10.2334801 10.8866141 4.0051125 10.4099137 10.7406057 9.4414814 11.0903497 9.0935581 16.2728346 NA 7.6476225 11.0202321 4.5095818 7.2370550 7.9407881 9.0945438 2.4809113 11.5573758 11.9004903 10.5036565 9.1257384 3.9363930 4.3602027 9.6218713 8.7003776 8.7834151 7.7612381 9.9668613 10.5095813 6.3602045 14.3178071 2.6663021 -1.4212062 0.5788904 10.5242879 7.2792837 8.8124636 10.7155148 -0.4212062 NA 9.1515443 5.7882968 10.6281378 8.3552771 10.8438730 8.8700148 NA 4.5561228 0.1637563 12.0130813 7.7512716 9.3084649 5.1638046 9.2801504 8.5036564 8.1410863 10.3131303 8.2027258 NA 7.4522882 3.8642456 8.2600826 -0.4212062 -1.4212062 8.7285913 10.2437357 10.3395640 8.1505967 10.5323130 9.5604114 10.6873685 7.1218754 10.4793335 8.7374539 9.9435532 4.1638046 9.7074829 4.5095818 -0.4212062 7.9582227 13.5472858 7.7931630 7.2999434 12.8675660 10.3548658 4.9882348 5.8172497 9.7285911 10.5550502 10.9131173 10.2095662 11.0305987 11.1710674 7.7785161 9.8973869 10.3076149 10.3663385 9.4824698 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10.5485903 5.0706984 0.5788904 9.1372648 6.9582221 9.5352202 8.8711657 11.4024103 12.3651137 11.3016515 2.3862039 10.1247739 7.9797236 9.1189720 9.8671334 8.8220179 3.4857359 10.4725247 8.0945438 6.7686687 9.3602038 6.2227002 11.2154687 11.3982248 -1.4212062 12.8071366 12.5467907 11.3029315 9.4360475 7.2862029 11.0955290 9.9013356 11.6333958 10.0915943 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 1 3 1 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.9149815 7.7993224 10.9734392 9.0560467 3.8296974 7.4984902 5.0520898 8.9073336 -0.4556135 NA 8.3091657 9.7838925 10.8594436 8.4022749 10.8540546 9.2950011 10.2486299 0.1292171 9.7378194 9.6800032 9.7634625 3.7611363 10.3240134 6.4084809 NA 8.2429988 13.4876330 3.4511847 7.6889524 11.3484250 8.6449565 4.2167187 6.5272878 10.7803082 11.0187605 10.2768855 11.2206919 11.2720656 10.3664665 9.9794433 9.1141497 9.0815125 10.6531451 8.9109440 4.0678538 2.0037102 -1.4556135 0.5442875 10.7396662 9.8279613 9.5590120 7.8617067 9.2908084 10.5287124 5.7439673 9.1226668 4.7142180 11.8275271 10.2268498 9.0950409 6.0911878 11.5028468 11.9141640 11.2705122 8.6431419 2.6907970 9.5866373 10.4200434 11.5310249 8.5941424 10.5290685 10.1594638 9.7701040 8.8412102 2.5442875 8.1754712 7.0795690 8.3190809 10.9231308 10.6440791 10.0079564 2.8662156 11.3827101 8.9106163 10.9768360 7.8134208 9.9182467 10.2029518 11.9112992 10.0795694 7.2377807 -0.4556135 8.3468102 7.6317569 10.1576231 8.2722145 10.6307322 8.6344063 7.1330086 10.0698148 9.1046268 1.5442875 6.2377817 3.1881477 2.7142235 4.3227646 0.5442875 10.7325738 5.7439673 6.3387096 10.8233270 6.8184160 0.1292171 10.8212908 10.3362709 11.3594771 11.5910770 8.2756129 9.7341185 6.1360027 11.0363976 11.5683948 10.5941426 9.8718467 10.4776158 0.5442875 8.7874681 1.8662354 9.8537704 10.2494944 8.7304083 8.9258369 12.7294792 12.9083603 1.3516283 10.2020590 9.9078812 -1.4556135 4.4022719 9.7656093 -0.4556135 NA 8.0341420 7.9149812 13.9430043 10.9617194 8.8863688 9.1386187 10.1041491 11.6134081 9.0401491 9.4082480 11.5048390 0.5442875 3.5442999 9.0461311 9.2991815 8.0461314 3.4511847 11.1516243 10.1649720 10.9563346 9.6735771 9.8577439 10.9198766 6.2790032 4.9715665 10.2180448 0.00555290 0.46161000 0.04075100 0.00000000 0.45803000 0.42008000 -0.00406660 -0.01780300 0.01600600 -0.00163270 0.00541390 0.01042400 0.00555290 0.00555290 0.46161000 -0.00221680 -0.48290000 -0.46770000 -0.49704000 -0.50287000 0.04769400 0.00000000 -0.51635000 0.01237600 -0.47955000 -0.47955000 -0.03122300 0.00013863 0.02511000 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 10.721090 11.549568 11.056788 10.232981 9.973701 12.118178 4.734119 2.866216 7.361278 4.325653 12.441194 8.655651 8.600932 10.090267 8.339376 9.075675 11.437216 6.724203 10.519067 10.516915 8.367661 8.778129 9.181399 7.751308 6.739051 11.650693 11.927863 10.7555740 10.2709379 0.1292171 8.8796843 7.8908078 10.1881502 10.3293378 11.5893711 8.7886580 10.0331384 8.3580753 9.7993226 7.8273821 8.8852568 9.3281108 5.7242028 5.4269356 9.0210402 9.3190811 12.7749900 10.8294072 12.7249802 7.5922634 8.5042958 10.3708426 14.8597267 11.7257569 13.2314510 11.0761628 0.8662354 11.5905654 9.0902239 11.5716817 9.1989300 9.0950409 9.2078521 9.7640676 11.2608992 11.4891891 6.0200265 6.6889524 13.7139920 10.9718688 9.2722145 8.2307948 9.8913616 NA 11.2266303 0.1292171 12.5632766 11.3588424 10.8701616 11.3718352 10.3297465 6.4984902 8.0815122 8.7622518 9.2798501 5.9621464 12.7953007 2.1292500 12.4169689 12.7418179 8.4853415 8.7082079 10.5165558 5.5215753 -0.4556135 8.5777170 8.2739149 9.1103481 9.5230046 10.7359702 12.0432679 10.4161992 2.4511715 9.6876773 6.4511847 8.9236724 11.0446380 9.9595076 1.7142235 10.2606848 10.3240134 9.3944809 9.5590120 5.9621464 10.9231308 11.5388243 NA 12.2444086 12.1290217 10.4616661 10.0698148 7.4269373 10.8186722 10.5593606 12.0515820 10.9411556 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 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10.21064809 11.21064815 11.63170619 10.86913721 9.10710118 8.40368825 10.15344842 10.87587703 8.94511546 6.27059995 0.69768487 NA -1.62415428 9.59857699 10.07188023 9.58096438 7.93611494 9.61551782 10.99897771 6.17668181 9.56745817 5.50506521 12.01104677 10.35484992 9.40713879 5.95321168 11.42273554 12.55320163 10.98472989 9.10878056 4.84208378 10.18192894 9.80257097 11.52980904 9.07708861 11.04333719 9.60279628 8.86362227 10.68070376 2.37579013 9.50054973 7.05877647 8.33578425 11.46291340 11.71902335 8.34361346 3.58523899 11.44203951 8.92171183 10.70585862 9.35520726 9.87811668 10.11176114 12.20242990 9.54382740 7.31242013 -0.62415428 8.87562803 7.43377403 9.75894638 9.03845045 10.44116453 8.86663294 7.74428827 9.91105742 8.37154928 0.96073410 7.56807468 2.83521670 0.37573454 3.69770711 1.18313711 10.90521264 7.51533321 6.88357683 10.85007367 6.67301927 -1.62415428 10.76487565 10.46589449 11.18374070 11.18715681 8.72340361 9.10193209 5.41656617 11.17486128 11.80806301 10.36411178 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9.87861393 10.39502530 11.59706410 2.76809961 5.27059995 14.45598922 11.12774450 9.45460014 9.54508089 10.22127221 -0.03919177 11.83726154 -1.62415428 12.64007808 11.37436018 10.80649597 10.8738833 10.0530612 6.2584247 6.6425687 8.9626219 9.2118323 6.9569824 12.6935339 3.0196308 14.0034015 12.7921178 8.6920638 8.9381008 9.7139614 4.3530621 -0.6241543 9.0304180 7.3153615 9.3891047 10.2043153 10.9110575 11.6460774 11.1250230 0.3757345 10.7502782 8.0464381 8.9849610 12.1337971 9.7605658 3.2337654 10.0046833 6.5803536 8.6611842 9.5809644 4.8515142 11.4629134 10.8436424 -1.6241543 13.3064732 12.1874578 10.4592614 9.9110574 7.7508215 10.7875578 11.1435527 12.0319254 10.5384755 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 1 NA 6 1 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.8834012 7.8726749 9.6516575 9.3243862 10.6680862 7.2898640 13.1738548 0.4847053 -0.1003603 6.3632201 10.2409360 8.6122220 9.2893264 10.6736584 3.7576740 NA 10.0244626 7.4074896 10.4159910 7.7808088 10.9820105 8.0746210 NA 4.9109245 -1.1003603 11.9698160 7.7341663 9.2844787 4.8996929 10.2451003 8.3122649 8.0733720 10.7254489 9.2844787 3.8304277 8.1804657 4.9977260 9.4972822 NA NA 8.4893462 9.5431003 10.5139448 8.4552430 10.9144130 9.5636979 10.0583047 0.8997170 9.8762592 8.5217469 9.7148142 4.2920160 10.0318735 5.4074887 NA 7.6562511 13.2486307 1.8065715 10.3120003 12.6401083 8.6190839 4.2747313 6.3509056 10.8880248 11.4464690 9.6769504 11.3214970 11.6181809 10.8451389 8.5489513 8.2023340 10.2539445 10.4923857 9.0150640 5.2306104 2.2216297 0.4847053 -1.1003603 9.4330247 10.6231428 10.0598817 7.7853917 9.4754141 13.7662979 3.4846537 9.2434361 7.7654287 11.4682450 9.7090612 9.7190759 6.5507468 11.4819547 11.9620786 11.0223614 9.0186361 3.6985185 10.0437159 9.8001845 11.1286641 9.3509063 11.2627348 8.9964102 8.5791752 9.9498839 2.5435454 8.7341663 6.5326910 8.7110698 11.4468306 8.7779835 8.0991958 2.9871571 11.6230361 8.6653956 11.6369424 8.8487922 9.6360971 10.1249026 11.7550503 9.5579065 6.8422095 -2.1003603 8.9536209 7.7436159 9.3647512 8.9798464 10.3201817 8.6595832 7.8625909 10.4970494 8.6190839 1.9871753 7.8363332 5.6678808 3.3246234 5.0692210 1.2216297 11.2043316 7.6001352 6.7357456 10.4421538 5.6113288 NA 10.8489747 10.4521240 11.5123333 10.2744630 9.3870327 9.6452769 6.1649813 11.6900436 12.5910024 9.9917915 10.1740733 11.5211747 1.8996784 7.7054389 0.4847053 9.9279465 8.8178129 9.1327156 9.0392464 13.7388743 15.1235177 0.4847053 12.2085318 10.3167565 -1.1003603 4.7925743 8.4676606 0.8997170 -0.5153978 8.1793055 7.7150786 14.8212223 10.7321955 9.4310765 9.5372256 8.7746764 12.2550462 8.4704994 8.9842045 11.4781857 2.0696334 3.1091432 9.3774533 10.2522903 7.8378045 4.9109245 11.4588332 9.6424256 11.3457445 9.9900259 8.8776906 10.8557082 7.3936908 5.3950697 9.3920490 0.00861350 0.00861350 0.00694350 -0.00484610 0.53889000 -0.02630400 0.00402430 0.00000000 -0.02566300 -0.02566300 -0.02566300 -0.02566300 -0.44113000 0.00083195 0.00682360 -0.00224940 -0.55987000 -0.55987000 -0.55987000 0.03580600 0.00343650 -0.00484610 0.00305220 0.02665400 0.01656500 0.01656500 0.00000000 -0.00429290 -0.56863000 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 10.928637 11.800751 11.866471 10.384015 10.589038 11.282589 5.960391 0.707083 7.510720 3.876979 13.197614 8.395780 5.992451 10.038217 8.535277 9.006912 11.198760 7.510720 11.289730 8.431077 8.430101 9.154623 9.425138 8.146436 7.488410 10.581153 13.149808 10.408975 10.703624 NA 9.048807 7.815575 10.699786 9.936212 11.657502 9.873392 9.541747 8.222750 9.897227 6.818558 7.094451 8.924142 4.600133 4.572120 9.120074 9.524947 12.909130 9.287174 12.673504 5.737135 10.285018 11.185097 15.815131 11.991296 13.581976 11.356563 0.707083 10.241770 11.899519 10.518310 9.788058 9.719076 9.516703 9.863675 10.424971 11.975003 5.865478 4.933119 13.428171 11.336797 9.261091 7.794513 9.185675 NA 11.807900 -2.100360 12.847332 11.517952 11.241492 11.044513 10.016039 6.671184 7.488410 8.785391 9.418348 6.885537 13.294411 2.806592 14.081895 13.527970 8.684330 9.050750 10.147029 3.514400 1.359128 9.253393 8.250634 9.636520 10.117931 11.221764 11.422031 10.938100 0.899717 9.874468 7.983174 8.981179 11.501350 9.722266 2.899698 10.145248 3.221630 8.064602 10.059882 4.794515 11.446831 11.610717 NA 12.300041 12.388916 10.013763 10.497049 7.477124 10.681465 10.443935 9.653539 11.338445 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 2 NA 4 2 3 1 3 1 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.37849147 1.36865662 10.25930709 10.34109346 8.94281181 8.25740623 3.41305243 0.69055119 9.62722890 8.68833494 10.74749960 4.29939853 5.86850899 9.14129918 2.69059588 9.86401818 8.99619665 4.34594275 15.41794444 12.71593819 9.66155954 10.47653378 9.18564656 15.66669857 -0.04632502 8.46537784 11.92061137 5.50821312 8.10506464 8.06736767 6.52853381 2.48220293 10.99002793 10.42190997 10.87224016 9.63837401 0.95360049 1.69059588 9.99710833 9.78598792 9.08032989 9.67301415 9.73989501 10.39725962 7.18244402 14.28768909 1.69059588 -0.63128752 5.96857464 10.38128737 7.84844330 9.34092472 12.19312444 4.81160461 NA 10.11265570 9.18484659 10.71166809 8.31994754 10.67500945 7.95362552 NA 8.75990649 2.61659295 11.52126461 7.98337273 10.02195575 5.05516528 9.83779584 8.42258875 7.37147784 11.54639382 9.77964418 3.41305243 8.58904136 5.45612603 9.50244717 -1.63128752 NA 8.30530071 9.70851283 9.89467303 8.73498493 10.54732769 10.25588343 10.16915837 1.53858783 10.11055117 10.20155288 8.84033797 5.35734790 10.09870839 4.77805610 -1.63128752 7.89026306 13.55528009 1.17600356 8.85247864 10.82193347 9.56033895 3.41305243 7.16307903 10.30787474 11.28024207 10.02687432 11.37463823 11.11394430 10.17077521 9.19203015 8.12020677 9.24441212 10.81419511 8.56068439 4.27555094 3.32286554 0.36871248 NA 10.69593476 11.50757455 10.12730246 7.77805347 8.89545562 9.99117233 4.09658234 8.32576507 5.29939853 11.30382789 10.21963103 9.01791913 6.60706691 11.43844824 13.04235839 11.95374274 8.87348195 3.15891864 9.90004427 10.03399873 11.59748155 9.08376677 10.92732272 10.38093817 9.66901542 7.10337279 2.61659295 6.93471699 6.27555280 8.66672535 10.80224832 6.59415886 7.51439136 2.17600356 11.28789865 8.75344676 11.09849601 8.42935862 10.12646947 10.08376691 12.07946928 10.64100107 7.73060667 -1.63128752 8.77911425 7.37428747 9.89906926 8.85348579 10.61146188 8.33011242 8.15329767 10.85750722 8.49149077 -0.63128752 4.93851634 5.39103216 5.21226972 4.81160461 -0.63128752 11.02620465 5.86850899 5.54857226 11.00191924 5.22950333 0.69055119 11.10294906 10.28080371 11.29995442 11.60422838 9.03577427 9.67377264 7.09654966 10.60497606 11.52600981 10.46570740 10.14673998 10.68551000 -1.63128752 7.86051592 1.17600356 9.98153132 10.27555350 8.36584255 9.08633928 13.05330191 12.36177814 4.12355033 11.65102738 10.33660954 -1.63128752 3.89222586 8.62824138 -0.63128752 NA 7.85247832 8.66557895 14.94693234 10.70323224 8.98888262 9.55786974 9.72676464 11.14262621 9.24901174 9.20735457 11.75600708 4.45612274 2.61659295 9.41305687 9.50180515 7.43475164 9.92421066 11.22722670 10.15247955 11.33948778 9.45811333 8.00528769 10.52632562 7.32576507 5.76954167 10.26082617 0.0059759 0.0067044 0.0088979 0.0024046 0.5192700 0.9727600 -0.6144100 -0.0457650 0.0612280 0.0562030 0.0562030 0.0772920 -0.0308070 -0.0022235 0.0060149 -0.0139590 0.0000000 0.0088979 0.0088979 0.0088979 0.0088979 0.0024046 -0.0328540 -0.5934100 -0.0231490 -0.0365180 -0.0471190 0.0157330 -0.0402050 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 10.055592 11.472442 10.412032 10.433406 9.245180 11.883254 5.548572 1.368657 7.432058 4.413059 12.349070 8.272650 11.798331 11.154841 8.845308 8.938518 11.822962 5.794928 10.557561 10.004834 8.578116 8.704957 10.729288 7.260446 7.242107 11.820518 13.639104 10.75263705 10.40997977 NA 9.05953374 8.39933006 10.21454486 9.41442246 12.00290669 8.28901553 10.32358613 7.84431534 9.45280688 7.86651487 7.73934993 9.57139885 3.89222586 4.92325379 8.45347107 10.28752609 12.73327633 10.04373779 13.65135314 7.76449677 10.89222480 10.61302667 15.03007912 12.42470780 13.60721687 11.16956278 1.69059588 9.85147078 9.21493687 11.51952077 9.98888262 9.01791913 10.35841209 9.66672535 10.15043236 10.78572423 2.53858783 5.51840924 14.94215680 10.91507507 9.15411532 6.78245968 10.11349670 NA 12.20293637 -0.04632502 12.31593451 11.44124432 10.95009881 11.1111828 10.7311546 6.9309052 7.8823906 8.6070676 9.3903369 5.2513063 12.7701151 2.1760036 13.3815492 13.4423442 8.5597220 8.8342394 10.2478632 3.1235503 -0.6312875 8.7791142 7.3573479 9.6540651 10.1577686 11.0248642 10.8393218 9.7453310 -1.6312875 11.0073250 6.9870479 9.2039237 11.4139106 10.0165710 2.8281035 10.3470158 2.9536191 9.6453690 10.1273025 2.7609873 10.8022483 10.9806098 NA 12.8884220 12.4797985 10.4820795 10.8575072 7.5950747 10.4407955 10.1800376 10.9263467 10.4855591 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 2 NA 3 1 2 1 3 1 4 2 0 0 0 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4.60050765 8.90977490 12.85862855 9.57359133 10.67114164 9.59923986 16.28501833 NA 8.81380299 10.56613217 4.77269330 7.55667158 8.13024364 7.23212348 1.98928436 11.40295853 11.14533890 10.39364433 8.96251606 4.80831297 2.25812692 9.75682499 8.52356588 8.50333124 8.78055978 10.16027798 10.86887949 6.53822619 14.17873695 2.03572947 0.45080215 3.20565838 10.49481589 7.57488488 9.10271193 10.99234400 2.84307936 -1.54919785 9.52021302 8.00535226 10.44619843 9.05994197 10.90042790 8.87072350 NA 3.58004898 -0.54919785 12.67649796 8.75568511 10.36402672 4.00535507 9.00439268 7.23866555 7.88539133 10.67777751 8.12318869 3.25811184 7.60558174 5.08012039 8.49652307 -1.54919785 -1.54919785 9.00247160 9.76421327 10.41185118 8.46896365 9.65104900 9.69691016 11.13244099 1.62068024 10.12760194 9.00054795 9.15206982 3.45076257 9.31417536 6.90197466 -0.54919785 8.05438942 14.14057026 1.62068024 11.56548170 14.15920063 10.10986734 3.58004898 7.22555065 10.04462130 10.37186037 10.34292670 10.52121979 11.05367790 11.36925392 9.10181498 8.57617669 10.89758820 10.69809751 10.00312504 3.58004898 1.45074938 -1.54919785 -1.54919785 9.62068830 10.83689528 9.26934552 8.53955162 10.16182371 6.57488412 4.82580089 9.26454464 6.43944861 11.70815119 10.56059402 7.85377551 5.87702763 10.82308433 12.59916046 11.07121228 9.91261110 4.33755411 10.91045108 9.32651263 12.72754204 9.42374308 9.83122442 9.49447421 9.30251235 11.66599298 -1.54919785 8.90609058 6.44511751 8.04881597 10.93709555 6.16473399 8.13054225 3.25811184 11.64228528 8.55667196 10.76194401 7.70106175 10.00726938 10.37297603 12.03255237 10.27572202 7.22555065 0.45080215 8.04695318 6.17868477 9.63005048 9.18293086 10.83612967 9.46757152 7.68916775 9.63129421 6.53291224 -0.54919785 7.56450545 1.25809676 6.18547213 3.77268803 2.25812692 10.62444045 5.28365513 6.59542161 10.10959510 6.29078562 2.35766460 10.83716478 10.99934444 10.78447773 11.60368193 8.70342882 6.75129901 6.17793573 10.61189523 11.74207794 11.13616914 10.20606820 10.34178755 -0.54919785 8.40350463 NA 10.05114095 8.78391855 9.83446757 9.63129421 13.09258931 14.20791892 4.60050765 11.22349031 10.44864847 NA 3.57177388 7.53024791 -1.54919785 -1.54919785 5.70815136 7.67717558 13.90252179 11.14185252 6.86861640 9.60558137 10.26614667 11.32938909 8.29311386 8.82968659 10.51685255 0.45080215 2.97432739 10.42553641 9.72339320 6.98992237 5.53822464 11.10651766 9.55011109 11.78224014 9.75111587 9.39181089 10.36290423 6.87702763 4.53822774 10.55601712 -0.286510 -0.286510 0.034395 0.013772 0.644280 -0.012476 -0.273320 0.012097 -0.045635 -0.045635 -0.045635 -0.060567 -0.286510 -0.286510 -0.279060 0.011121 -0.690790 -0.646680 0.033267 0.033267 0.033267 0.013772 -0.278460 -0.272600 0.021183 0.021183 0.012097 -0.285150 -0.028014 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 10.281279 12.155315 13.288194 10.662347 9.004393 11.409860 5.108976 3.151209 8.043220 5.321127 13.045205 9.205066 8.761376 7.356271 7.819859 8.583906 10.897330 7.175277 10.288391 9.163290 8.542199 8.819761 10.378734 7.314949 7.188856 11.571001 13.691070 9.7844778 9.9401096 -1.5491978 8.1512033 5.9426154 9.8999120 11.2435537 10.9481162 9.0599420 9.1837788 6.1718633 9.8484380 7.2451790 7.1820824 9.4366054 6.5592884 5.7361665 9.5468196 8.7257238 13.1044481 10.1227466 11.8684840 7.2283800 11.0553165 10.8061144 15.8734441 10.5161795 14.0714986 10.3726042 0.7727302 11.1654382 9.6589976 10.3203572 9.2597275 7.8537755 8.7419341 10.0567057 10.7502576 11.3774300 4.6206861 6.5592884 14.2659660 11.0773850 9.9743252 6.3455809 10.0441545 NA 10.8274314 -1.5491978 12.7668327 10.6513524 10.6433644 10.365522 10.136826 5.094620 6.954590 9.274926 8.879123 7.151203 12.936650 2.151209 14.156288 11.614885 8.615670 8.796745 10.349743 5.381501 1.450749 9.159847 9.068231 9.394011 9.590315 11.887865 11.816949 10.755115 1.620680 10.311850 6.942617 9.011096 10.399496 9.573591 4.005355 10.197697 5.439447 8.304073 9.269346 4.717550 10.937096 10.824988 -1.549198 12.771211 13.074988 10.824444 9.631294 7.752260 11.123189 10.306021 11.790061 9.335430 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 1 NA 4 2 2 3 1 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 10.5507468 5.5318056 -0.2618807 1.8984406 6.3454993 8.1811120 10.7964984 4.2300185 9.5551520 10.2400055 11.7714193 10.0113812 10.4180882 12.1868009 5.5710579 9.6718589 7.9130941 10.1164631 10.5406847 7.3565541 7.3784136 7.5063528 8.7660743 8.5945937 9.6536519 7.8871024 6.0235703 -0.2618807 NA 10.1480896 10.3075493 5.5195293 7.4105938 3.3231250 8.2219844 9.9255205 10.8375161 5.9180785 -1.2618807 9.6154525 8.4609760 2.1976138 10.0299146 8.1623344 9.9524875 NA 8.1347733 10.9561260 1.7381625 8.6314699 9.9579419 8.1304856 3.5961480 10.5116043 10.1077111 9.1862846 8.6329861 5.4246702 0.7382058 9.5867912 8.7688354 11.3008878 1.3231395 6.5195278 8.6238647 2.6450560 11.4951415 7.3711633 5.9080923 11.2140335 12.6167941 9.8629359 10.8447313 9.7715913 15.4723355 NA 8.3155970 9.9902424 5.1811105 7.6923644 8.3729795 6.4035046 2.6383056 11.3371513 11.7727954 10.1094005 10.2758721 7.8777197 4.8674517 10.1304857 7.5678914 8.6085332 8.4575574 10.1132078 10.2908374 6.4592677 14.3694875 0.7382058 -0.2618807 3.7825658 10.6912735 6.7381679 8.9155878 11.1937524 5.8777197 -1.2618807 8.2889150 8.6299522 11.3635644 7.3343582 11.2903571 8.4368731 -1.2618807 3.4930580 NA 12.6375253 9.5599424 10.3051737 4.2927597 8.4264187 9.0316400 7.6023544 11.4259814 8.8687389 3.7381733 7.7852923 2.9861014 8.3747930 -1.2618807 -1.2618807 8.4070532 9.9524875 10.6348792 8.6039015 10.0413783 10.3108686 10.6570316 2.1976138 10.0241484 9.2108591 9.9494483 3.0600993 9.8169863 9.1132077 NA 7.4660887 13.8267082 2.7381625 11.3184269 14.4419908 10.5706628 3.7825658 6.8203168 10.0533179 10.2514024 9.5559515 11.1126645 11.0286509 10.7335822 9.9236632 7.9597557 9.4938905 10.6015803 9.5905184 0.7382058 1.5455236 -0.2618807 -1.2618807 9.3702548 11.1398479 8.8176530 9.0735586 10.0059323 13.1662668 6.7039520 10.4643865 5.8361994 11.4804778 10.7880169 7.9500566 6.4728776 10.6116125 12.5362351 12.4019488 9.5132519 4.1118159 10.5773721 9.4035042 12.2356460 8.8375163 10.0984668 10.9615668 9.1560209 12.0620675 1.5455236 7.7934505 6.3602203 7.1044908 10.6614959 9.8841514 9.1775317 3.9080923 11.9804493 8.7325219 10.8136475 2.4386122 10.0368037 10.0578404 12.1653502 10.4639606 6.7381679 2.7381625 8.0442302 6.3231304 8.8243045 9.2773272 10.4510650 8.9055865 6.7715911 9.7886973 6.4035046 -0.2618807 7.3711633 3.1304861 3.6923602 4.6208092 1.3231395 10.6458102 6.8828264 6.0600971 9.4552707 5.5192651 -0.2618807 11.1077657 10.5009656 11.3301581 12.5985764 10.3570127 8.0578407 6.6550627 10.4665140 11.7140163 11.1973438 9.8156516 10.6491857 NA 7.9205625 -1.2618807 9.8872803 8.1686210 9.4141254 10.1826656 12.0531763 13.8815117 2.4386122 10.9409044 9.4855222 -1.2618807 4.2617339 7.4592677 -1.2618807 NA 6.8929860 6.6085328 13.7139268 12.4675767 7.6269114 9.9759758 11.7707307 10.8163191 8.0419493 8.5811942 11.3847270 2.7381625 1.5455236 10.0902118 9.7032310 7.0645984 4.8466939 10.9636771 9.6329861 11.5828741 9.8073697 8.7010645 10.4938905 6.6450589 5.5237188 11.2600141 -0.0055375 -0.0055375 0.5719800 0.0041644 1.5252000 -0.0639720 0.0090312 0.0040243 0.2386100 0.2349200 0.2349200 0.2364300 -0.0055375 -0.0055375 -0.0191920 0.5276600 -0.6062200 -0.5621600 0.6217000 0.5719800 0.5719800 -0.0280510 -0.0186470 0.0188030 1.1210000 1.1210000 -0.0194520 -0.0191260 -0.0224270 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 10.2578046 11.5936209 13.4449341 9.6223389 8.8635817 12.9508927 2.5455236 0.3230818 8.6345007 1.3231395 12.1264548 8.6481515 9.2300214 9.3634753 8.0749870 8.9573369 11.9051160 7.1261851 10.5871824 8.7798273 8.3528781 9.3527585 10.0422116 8.0780184 7.1893798 10.9618684 13.5798801 9.4779489 9.8262941 -1.2618807 8.4455277 7.7798277 9.5374500 11.0521850 10.8888677 9.1337025 8.6703833 7.2300214 9.6100736 7.4830023 5.2139033 8.7381683 4.5710579 5.9180785 8.7479969 10.2290192 12.3331926 10.6116125 12.6413912 8.3358673 7.4592677 10.6238648 15.6151409 10.1083108 14.1606602 10.9470123 0.7382058 11.4688508 10.1644331 10.2365189 8.9777668 7.9500566 9.2189586 9.8076182 8.2037346 10.8722737 3.8674517 7.1390479 13.7539532 11.2683308 8.9967345 7.6748059 10.4601220 -1.2618807 10.3874245 NA 12.2211023 10.7007101 10.5527508 10.2400055 10.1164631 5.3820239 8.1283372 9.2219841 9.2400056 5.2300224 12.3440390 2.1976138 13.1472277 11.0924177 8.5789463 8.9637252 10.6146853 2.9081020 -1.2618807 8.9561261 8.6465609 9.8082893 9.4333966 11.1470288 9.0979178 10.6869005 0.7382058 10.6011930 6.0690856 8.1602330 11.1036706 9.8342245 1.5455236 9.6923646 5.8777197 8.1581285 8.8176530 5.7934511 10.6614959 10.5030399 NA 12.6512447 13.1176144 11.0643169 9.7886973 7.1218723 10.9168332 9.5382594 12.8653163 9.7504717 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 5 2 1 1 1 1 2 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 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 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 5 0 0 0 0 0 9.363636e-07 3.121212e-07 NA 10.7318076 10.1968534 8.7552271 -0.0593446 9.4189088 8.8304604 NA 0.7786291 3.8713804 8.7624186 9.8816923 6.1933105 5.5405574 11.2832750 12.1444515 10.2628545 10.9130861 11.9483729 0.2625534 9.5086008 8.6896762 10.0634727 10.5335689 8.8699032 8.1217972 7.0725014 9.3238089 9.2341164 13.3006067 8.1012724 5.4000768 -1.0594949 -1.0594949 10.1694634 9.8546560 5.7923947 7.6306428 3.3329657 8.8676818 9.6934434 9.1586024 8.5368347 4.5553560 11.7929792 9.5826964 8.0491690 11.9431961 6.9434596 11.0112688 NA 8.4264740 11.4728789 3.6130719 12.5864157 10.1968534 7.9685505 1.2625534 10.1463432 10.3379904 9.0913124 8.1622317 8.6113011 -1.0594949 10.0941967 8.1658522 10.2670742 4.3500375 6.2074322 9.3292003 3.2260461 9.3080596 11.5545493 4.6685673 12.1485726 12.0475348 9.8857228 11.1384757 10.0922956 16.0003641 -2.0594949 8.5284221 9.7896588 4.8475360 7.4143504 7.1230391 8.1658522 0.7745868 11.1717159 10.8676819 10.0608826 7.7170780 1.2625534 2.1105637 9.5086008 8.9788777 8.2793812 9.1149463 9.4894667 10.4472002 7.6166018 13.2205817 3.1105637 -1.0594949 6.1885730 10.3178553 8.4759202 9.0320802 10.6499439 1.6410836 NA 10.0913440 8.0582878 10.6069153 7.9279089 10.6856887 7.8110092 -2.0594949 6.4602806 -2.0594949 11.7065524 7.5028875 9.2670741 3.5256054 10.7477984 8.3627096 7.9836720 10.8906538 9.2838304 2.4641977 8.2455665 4.7479996 9.5668100 -1.0594949 NA 8.5599476 9.6253934 9.6367430 8.6157197 11.6531717 9.6223224 10.4607723 5.3752723 9.7837806 7.2375609 9.2597522 4.5844996 10.4092687 1.2625534 -2.0594949 7.7447760 13.1522289 6.9035409 10.0792365 11.5271327 8.3928858 5.4244619 6.7798480 10.2835528 11.4130817 9.8186956 11.5756826 11.6562507 10.6982431 8.7822090 8.2121077 10.1826279 10.5544342 8.8746894 5.3329621 0.9406554 -0.4743320 -2.0594949 9.4836765 10.4031470 10.1378615 7.5331015 9.6159579 8.5571937 4.2804961 8.5396276 5.7415452 11.8982003 9.2540946 9.6227615 6.0174610 11.6646256 12.6767295 11.3042320 8.9630125 0.2363395 9.9976211 9.9609303 10.9769901 9.2943430 10.9940615 9.0253270 9.4885032 10.5382317 2.9850450 8.6227616 7.7431608 8.9150592 11.5485529 8.2139625 7.1984333 3.6685617 11.1786016 8.9911737 11.5901254 8.8217587 9.7314005 10.2352655 11.5019326 9.3167700 7.1838190 -1.0594949 8.8384901 7.8831595 10.5363685 9.0013406 10.6383768 8.8933859 8.2557943 10.6330423 9.2574918 2.4000734 9.0504753 3.9406460 3.3669097 4.1694601 3.4000734 10.7332317 6.5736396 6.8079229 10.4850466 5.8273770 -1.0594949 11.2632771 10.2946186 11.3463180 10.1449102 8.6104155 10.0611580 5.3778560 11.2586226 11.8410399 10.3866941 10.0903918 12.1939752 1.1105637 7.8860886 -1.0594949 9.9630125 8.9364118 8.8794892 9.5086008 14.6554939 15.2276085 0.7480318 11.9090415 10.1516204 -2.0594949 4.7608224 8.7267917 2.1105637 -0.0593446 8.3145973 8.0241241 14.7319603 10.2872083 9.2888195 9.1820320 8.8392460 12.2477744 8.3877279 9.1482569 11.3534792 3.2625685 2.4641977 9.2535277 9.4773776 7.6358734 6.5808902 11.6065357 9.6117434 10.8780186 9.9424047 8.4642067 10.7307895 7.0954624 4.9507530 9.3959719 0.00430210 0.00319100 0.00555290 0.01028500 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7.430493 7.043933 11.005387 13.245816 10.377096 10.835841 NA 8.660889 8.022794 10.562468 9.645413 12.124513 9.580890 9.792003 8.410286 10.170064 6.387728 9.162232 9.474461 5.479803 6.757629 8.085303 9.542416 13.364581 9.478834 13.039540 5.439613 10.979392 11.371097 15.499999 12.452459 12.711773 11.023625 1.400101 10.514529 12.039253 11.091661 9.531699 9.622761 9.367434 9.911110 11.580890 11.764308 3.773532 4.929327 13.571455 11.075552 10.003366 6.267075 9.822906 NA 11.604536 NA 12.901461 11.511906 11.206699 11.2832750 10.0634727 6.4759198 7.4681214 8.7447757 9.2033270 6.1838180 12.8498140 2.6955262 14.0489241 13.7499104 8.5349693 8.9617564 9.7747207 5.9740681 NA 9.9232819 7.9093117 9.5786280 10.1513161 10.9728627 12.4419843 11.5369510 0.7480318 10.8589490 8.2455665 9.0141167 11.3330963 9.7608237 2.6955262 10.5990793 6.9236389 7.5772694 10.1378615 5.9574527 11.5485529 11.6323882 -2.0594949 12.4554204 12.4617544 10.0016783 10.6330423 7.2003876 10.6619575 11.3516260 10.6611391 11.3177983 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 5 2 3 5 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 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 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 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9.0825483 8.0961047 1.6552144 10.1655051 9.4439537 10.3272187 3.2990981 8.0667463 9.1963321 5.1787983 11.3498109 10.2088647 6.3831565 11.0175984 13.7579903 9.9055338 10.8728902 9.8671236 14.3477964 -1.3448314 8.6664626 7.1943944 6.2918595 7.5681249 7.8475285 9.6108853 3.5859720 10.9805408 11.2465240 9.9155669 9.8858563 2.8251547 2.6552373 9.8469115 8.9487071 7.7973425 8.0193700 10.7555692 9.7347201 7.4000691 12.8552911 3.5132128 0.6552602 3.5621203 10.3098715 7.2736213 8.7637598 10.7725538 0.2402533 NA 10.0513049 9.7287076 10.4805798 8.8276628 10.4621877 8.1208019 NA 4.8251598 0.9771700 10.3232339 9.4357753 10.6474657 6.7050835 9.4496513 7.2212894 8.5022928 11.3907914 8.6296499 5.4625890 8.8388708 4.9220218 8.7159315 -1.3448314 -0.3448314 9.2336082 9.9527249 10.3196827 8.6622628 11.0031335 9.4786026 10.5151583 6.3205713 9.4770094 9.2671823 8.5487341 3.4101240 10.2486265 6.9590166 NA 6.7373839 13.3520943 8.2918600 9.0794016 10.8084707 9.5800478 5.3134454 7.1827122 9.9049415 10.9604421 9.7819400 12.0736151 11.2761837 10.7189675 10.8207705 9.9641432 11.9009366 10.5617503 8.9225606 1.4625759 3.4101240 1.2401922 0.2402533 10.8813465 11.2117415 10.1151792 8.0835958 10.2920321 6.2174770 7.8816475 8.5485368 8.2383183 11.6696046 8.6410774 8.5859728 7.0561153 11.9058299 12.0316322 11.0416368 9.4266424 4.0092665 10.3565419 9.3814536 11.8000530 9.1856418 9.3495933 10.1121031 10.3539401 9.4849582 2.1146669 8.5785629 8.6594558 9.3089763 11.1783072 8.7715793 6.3694804 5.1309679 10.4817839 9.0992150 10.9799785 7.9816649 10.2231914 9.7998937 11.9386132 9.7890199 7.8744042 3.1787943 8.4609792 7.4167866 10.1535860 8.2079046 10.6308613 8.7624525 7.3865540 10.4702184 5.8744035 3.0475558 8.8984094 3.5132128 5.9479256 3.9771608 6.6036026 9.9043489 6.8936401 7.9612969 10.5211620 7.2888485 4.5132191 10.9956419 10.3311924 11.2469915 12.7181248 7.3660415 9.5302167 6.3665233 11.0961045 11.8990044 10.9301959 9.7233418 12.0856880 0.6552602 8.6368026 1.6552144 10.2136562 8.1570725 9.0603768 9.8762182 12.9933450 13.6399654 2.3556647 12.2936713 10.3818794 NA 4.3831582 7.2662600 2.8251547 NA 7.9126235 7.9928574 14.4807657 11.3384735 8.0539791 10.0226502 10.2131778 13.4335693 9.4242467 8.4564103 10.7915858 0.2402533 2.8251547 9.3062871 9.6116115 7.4398699 5.5621264 10.9970322 10.3161227 10.7088220 10.2741898 7.8864569 11.3645347 6.7951448 5.6229801 10.9627209 0.0000000 1.8592000 0.0094491 -0.0074521 0.2994700 0.3107900 0.0022413 -0.0148410 0.0098669 0.0098669 0.0098669 0.0098669 -0.0074969 0.0000000 -0.0069195 0.0000000 -0.3427400 -0.3487000 -0.3713000 -0.3713000 0.0094491 -0.0074521 -0.0014486 0.0122370 0.0090312 0.0090312 -0.0148410 -0.0027707 -0.3722300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.372 0.000 0.319 0.319 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.343 0.000 0.000 0.000 0.138 0.138 0.000 0.000 0.312 0.312 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.372 0.000 0.319 0.319 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.343 0.000 0.000 0.000 0.138 0.138 0.000 0.000 0.312 0.312 0.000 0.000 0.000 0.000 0.000 0.000 11.232900 11.263721 11.375266 9.805617 8.969252 10.307632 3.864691 4.488123 8.116715 6.232665 14.149216 8.697168 6.898409 7.889119 8.033227 8.709161 10.900194 6.355675 10.775797 10.824847 7.931360 8.754491 9.725074 7.626779 6.945254 10.477408 13.298641 10.1625346 10.5451196 0.6552602 9.0656867 7.2845919 9.8816476 10.8786339 11.4762121 10.4492450 9.9429478 7.8719810 10.7067843 8.0127877 7.9544435 9.6439200 6.6664626 8.5711148 8.7858059 7.7050842 13.3908443 12.5553475 11.9560169 8.5064849 10.1689630 10.9019760 14.7031048 12.0893423 12.5599641 10.9354262 1.9771700 11.0937674 10.3630259 11.4916803 8.9231926 8.5859728 8.7387148 9.6382290 10.9782902 11.0590464 6.5740985 7.0127877 13.5798754 10.1655051 10.3254490 8.1709350 9.6467572 0.9771700 10.5367318 NA 12.1845439 11.2405477 10.9426592 11.2788883 10.4617850 6.0561153 7.9498559 9.3857056 9.6900343 6.5069843 12.5861797 2.9771700 12.1862513 12.1969370 9.2873218 8.7816302 9.5881882 5.6094329 -0.3448314 10.3179038 7.7741763 8.9839102 10.2179548 11.5196150 12.2166427 13.1239231 3.4101240 9.6982628 6.6996294 9.0950662 11.9968932 10.3595714 4.6996294 10.2909535 6.8499918 6.5256007 10.1151792 7.5651287 11.1783072 10.2968356 NA 12.1674820 11.9010852 9.9917419 10.4702184 6.8301615 10.4553264 11.0720330 12.8336863 9.4322934 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 1 NA 4 2 1 3 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 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 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10.8409367 11.5424078 4.6225146 9.9388816 9.2120922 10.1568908 10.5383926 8.8342144 9.6529681 8.0253611 7.8849697 9.2040035 12.6247331 8.0693928 6.0564990 -1.0779544 NA 9.9746414 9.6482916 4.7294277 7.0174710 4.2971107 8.6397499 9.5075055 9.6068220 9.1502908 3.1700051 11.9064029 9.8115773 2.6769669 12.3674116 9.9482510 10.8310289 NA 8.5468690 11.6946973 4.6363172 11.8108167 10.1694076 8.1640566 1.8289565 10.6988827 10.2428598 9.1589007 8.2235698 8.2763226 0.2440346 9.7939786 8.6877739 10.5044507 0.2440346 7.2507484 9.0654565 4.6363172 9.8946942 11.1391223 4.9332988 12.7993475 14.0491005 9.5758141 10.6553007 9.9844569 16.1072295 -2.0776499 8.5838515 9.7854853 4.7422542 7.3712217 7.5605094 8.1652472 1.8125393 11.2372230 10.7610803 10.6700566 8.5936145 2.4456473 2.6769669 9.3218855 8.6852856 8.0641807 9.0775242 9.5266266 10.3240195 7.2166945 13.4635633 1.3815049 NA 3.7034330 10.1753300 8.0667318 9.0292905 10.9775254 3.4766668 -2.0776499 10.4286290 7.3165359 10.6544508 8.6550888 10.9661259 7.8077696 NA 4.3143920 -1.0779544 12.0321489 7.7067080 9.2719074 7.0148306 10.2724602 7.5032740 8.0526441 11.2900341 9.8539189 2.1699891 7.5891852 3.8762714 9.5013894 4.2258533 NA 8.3165363 9.5032740 10.4189272 8.7156769 10.8089131 9.6151247 10.4551597 5.5586993 10.1205185 8.5413762 9.5220281 3.8993497 10.1897380 5.5944978 -1.0779544 7.9107578 13.2705595 6.1118973 10.9292759 11.8752696 8.6129444 5.0305965 6.4298687 10.8308413 11.4781004 10.0078778 11.4489394 11.5367982 10.6365336 8.6207781 10.5236121 9.9492883 10.7368561 8.7626312 1.0920044 -0.4928904 0.5070081 -2.0776499 9.0082095 10.0954383 10.2066084 7.9319023 9.2164760 10.9006051 5.6635410 9.3973003 7.8936170 11.3399259 10.1427541 9.6865305 4.7294277 11.6871523 13.0663333 11.0423113 8.8089359 4.5808570 10.0998044 9.8255788 11.4619592 9.3577438 11.0855659 9.5887412 9.2016841 10.7474298 3.3143920 9.1753300 8.0794202 9.1315267 11.1493885 9.1298077 7.8192077 3.9444368 11.7180116 8.9395777 11.2569053 9.3876398 9.5473257 10.3676056 11.8288701 9.4919290 6.4298687 NA 9.3019932 7.8660536 10.1373031 8.5577915 10.4698669 8.6960369 7.4278852 10.2400512 8.5997931 3.2074712 9.5518853 6.0095353 3.9444368 4.1118993 4.2074790 10.9029271 5.9935362 6.7034330 10.6853792 5.0535198 1.2439737 10.8777233 10.4783400 11.1904692 10.6013336 9.1812283 9.8587113 5.5418524 11.3083401 11.2616451 10.2627581 10.1010494 11.4397428 -0.4928904 7.4938258 1.0920044 9.9199586 9.1168302 8.9935357 9.2355234 14.0645794 14.4401887 2.3143775 11.8404708 9.7091598 NA 5.6487013 8.3428232 1.6225087 -2.0776499 8.2212816 7.9402737 14.0723761 10.6388993 9.3732845 9.7050716 8.6431726 12.3867468 8.1168305 9.0479260 11.1559926 2.7800581 1.7294440 9.2535502 9.5825150 7.9346981 4.8409365 11.3025345 10.5602831 11.4263959 9.5991500 7.9050668 10.8777233 7.2212816 5.0316422 9.4189272 -0.00093293 -0.00093293 0.03810300 0.00364490 0.66111000 -0.03153300 0.00378380 -0.01116000 0.01758100 0.01341100 0.01341100 0.01283200 -0.00093293 -0.00093293 -0.00093293 0.00364490 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11.9141266 8.9609924 9.7679555 8.3906973 10.5811774 7.0305976 9.6037511 9.4209226 5.1217449 7.3587848 9.1747390 8.8054805 12.7374567 9.7502099 12.8372992 7.6520512 10.5947198 10.1330491 15.7409614 12.6157782 13.6421841 11.2215677 1.2439737 10.2227120 10.9534300 10.8959501 9.4372804 9.6865305 9.3057777 9.4943000 11.0592247 11.7014840 3.2074712 5.6635410 13.8213720 11.0574621 9.1705941 6.5404582 9.2713547 NA 11.6874631 NA 12.7050716 11.2119208 11.1744432 10.93661703 10.15689081 6.89648741 7.74065575 8.84391446 9.24906461 6.14607475 12.94481140 2.72942225 13.85244117 12.48431585 8.81689117 9.06506764 9.77966568 5.39780638 0.72944401 9.41141968 8.26636913 9.65635961 10.10691778 10.94911547 12.18907952 11.11344116 1.24397367 10.79935756 7.24174582 8.79859039 11.60462916 9.87699664 3.34833158 10.44906165 5.89935451 7.68029693 10.20660843 5.95549648 11.14938850 11.20110353 -0.07795442 12.60682204 12.37585848 10.43949681 10.24005119 7.64488086 10.41517831 10.01615113 11.45007573 10.89690203 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 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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13.2978171 14.1689105 1.6317096 10.4634533 9.9560994 2.0791562 2.8727303 9.0495668 -1.8277685 1.1722955 8.2180420 8.0224694 14.6947875 11.2847498 9.0526314 9.8464748 10.5519317 11.3937186 8.3938696 9.2439996 11.4559497 2.0791562 3.4576862 9.2329785 9.5747617 7.0851718 4.3817333 11.1295661 9.9739909 11.0378226 9.8904900 10.6963345 11.2336538 7.5322515 5.1001787 10.1337323 -0.0089568 -0.0089568 0.0329000 0.0000000 0.6370000 0.6247900 -0.1412200 -0.1382000 -0.0013887 -0.0013887 -0.0013887 -0.0304780 0.0093098 -0.0089568 -0.0059522 -0.0662520 -0.6390600 -0.6390600 0.0489720 0.0489720 0.0329000 0.0000000 0.0343740 -0.1160000 -0.1421900 -0.1421900 -0.1406500 -0.2063100 -0.3047500 -0.141 -0.141 0.000 0.000 0.000 0.000 -0.206 -0.305 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.639 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.625 0.625 -0.141 -0.141 -0.142 -0.142 0.000 0.000 -0.141 -0.141 0.000 0.000 0.000 0.000 -0.206 -0.305 0.000 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11.1875234 10.0840491 6.6234938 7.5581452 8.9288390 9.4542125 6.3521918 12.5433248 1.7572366 13.8829814 12.9452157 8.5890799 9.6609562 9.7563055 5.6721283 -0.8277685 8.9421203 8.1030197 9.2709727 10.0464956 10.5358698 11.8690328 9.8552771 1.4942108 10.5481365 7.9683223 8.8950902 11.9094243 10.1333705 3.3817402 9.9441847 6.4011014 9.9458339 9.7591224 3.8727204 11.1714018 10.8638080 NA 12.8334483 12.0486077 10.3428336 10.5594922 7.6560980 10.6185905 11.2676796 12.0518227 11.1956453 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 1 NA 5 2 2 3 2 3 3 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 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12.09271605 8.06541937 11.18084318 12.58624915 4.49434520 10.88744949 8.91326164 10.59829364 9.93976196 8.13886207 8.46925148 7.75357178 9.32052575 8.90626740 10.77164339 8.43850121 5.97026238 -0.94869751 -1.94841908 10.77078801 10.08482220 4.89688697 7.84743888 4.22132031 7.95828996 9.51645528 11.59104266 7.22132417 2.22132031 11.04043878 10.11715190 3.54324840 9.60981996 6.51492389 11.25076479 NA 8.49848225 11.39514004 3.05140691 10.03260960 10.25444122 8.17810360 1.95828590 10.54567971 10.44046578 8.42022216 8.19222869 4.62125482 0.05144171 10.52941035 9.25597038 10.30819748 0.63635781 6.35973902 8.87556230 1.05137210 10.45547631 10.71206360 8.25474709 9.91108139 15.04626080 10.06646570 11.36059127 10.96541051 15.06612798 NA 8.95377420 8.90704628 6.03439181 6.88744972 7.85875437 8.08619834 2.03326441 11.20130500 10.86096637 10.28860911 9.13819883 2.13884723 6.29457296 9.50054773 8.86277372 8.02150527 8.82700950 10.13521086 9.92368923 7.75703125 13.07588957 1.75184930 0.37328627 4.13886361 10.28471920 7.19860416 8.37332717 10.27751024 2.22132031 NA 9.60406817 7.61364141 10.16694687 7.57103510 10.48602739 7.65687887 -1.94841908 5.46925108 0.63635781 10.92599638 9.03225268 10.45227862 4.59056010 9.87237585 8.66886655 8.04716646 11.74608351 9.79707347 5.51083220 7.13620780 4.59056010 9.09511004 NA NA 9.48394110 9.79370864 10.57740928 8.85229916 9.60358796 9.81170334 10.49511970 3.57496130 9.83807723 7.97621182 8.78780104 2.90938910 10.56611323 6.46925108 NA 6.87794788 13.67233487 3.72382065 9.45494389 11.56253408 8.50157927 4.02867523 7.12554056 9.90548840 11.08963228 9.89728112 11.55485223 11.62300724 10.62693844 10.95678618 8.57201765 9.27961662 10.53823414 8.95482910 2.90938910 4.72382611 0.63635781 -0.36364219 10.95151123 10.27147517 10.40757603 7.83275903 10.31749458 11.52839843 7.38678940 9.91481115 6.69164443 12.03243122 9.09511004 9.03082436 6.35973902 11.03207432 12.10549469 10.64968434 9.05416500 5.42670085 9.94810992 10.18774944 11.19605740 9.22257589 9.61364160 9.61935523 9.11411998 10.63964532 5.01718256 8.56413958 7.75357178 8.95979189 11.28096907 10.21754966 7.90718632 5.12821503 11.52205801 9.46449817 11.26115708 7.84418916 10.09613480 10.56635967 12.30450796 9.71584636 8.02867910 NA 9.11950559 7.91867782 9.13620754 8.22632500 10.46734154 8.96802507 7.36428176 10.71139501 6.50672570 3.95828590 6.77932014 2.44371273 4.13886361 4.93403993 1.51081005 10.13919345 8.35060730 7.77591311 11.05587770 6.57154637 1.95828590 11.01085780 10.50801024 11.55721071 12.25627593 8.61650106 9.07640036 6.39897621 11.32125635 12.74134254 10.86197079 9.84622109 11.32926770 0.63635781 7.98213626 0.63635781 10.13587535 8.24984398 8.95000058 9.58131773 13.62069110 14.39204904 5.05139821 11.68926928 10.45946348 -0.94869751 3.82986985 7.73600746 0.85877675 NA 8.00559536 7.73439395 14.32105549 10.72452494 8.61364141 10.24369193 10.00450434 12.51683802 9.20051122 8.73627034 10.82659790 2.22132031 3.05140691 9.27298616 9.86558111 8.48706945 5.77249801 11.36456565 9.92868329 11.10702054 9.85660294 9.75183893 11.82103040 7.10396755 5.69200587 10.09476825 0.1177000 0.1177000 0.0179630 0.0177170 0.2659900 0.0263730 0.0336900 -0.0125350 -0.0034627 -0.0034627 -0.0034627 -0.0202750 0.1177000 0.1177000 0.1177000 0.0104240 -0.3136500 -0.3028400 -0.3028400 -0.3028400 0.0155070 0.0056202 -0.1176700 0.0336900 0.0195030 0.0195030 0.0000000 -0.0042929 -0.0750780 0.000 0.000 0.000 0.000 0.000 0.000 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 11.919546 11.254288 10.825363 10.044691 11.199717 11.216777 5.299325 1.958286 7.655025 2.751849 13.636274 8.408951 10.415260 9.957395 8.333943 9.069599 11.583024 8.207482 10.851086 9.821650 8.427524 8.471602 9.529537 8.553236 7.336801 10.555225 13.779745 11.3504640 10.8421549 -0.3636422 9.3199412 7.5149239 10.3778286 10.0741138 11.4333476 10.6100590 9.8894212 8.5572106 9.6752807 7.6212548 6.4220866 8.9240740 5.7448850 5.9217648 8.9530204 8.9997664 14.2227323 11.4197692 11.6256379 7.6664037 9.5832678 12.1083755 15.4831579 11.2063755 13.6602892 11.1706645 1.2213203 10.7998017 10.9571622 10.4776639 9.4067503 9.0308244 8.7699320 10.1388619 9.9151982 11.4504100 4.3551784 6.9062677 14.2179041 10.8587541 9.3637149 9.7553027 8.8850798 NA 11.2205412 NA 12.8799324 11.8582971 11.2716263 11.6670288 10.5982936 6.5631520 7.5067265 9.1362075 9.7814446 5.5512453 13.8139732 3.1388636 12.7436332 12.1071900 9.2814196 8.7232585 9.8647795 3.0055976 1.8587370 10.0436294 9.1026080 9.5123670 10.2055843 11.3961112 10.5128786 12.2537526 1.7518493 9.0308244 7.4734639 9.1381988 11.9931804 10.1781036 1.6363578 10.0779226 5.8129500 7.6988574 10.4075760 6.5512453 11.2809691 10.9348062 0.8587767 12.8478951 11.8346020 10.1144571 10.7113950 7.5963635 10.4061995 11.2020984 11.5594786 10.9492899 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 1 NA 1 2 2 3 2 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.50161549 9.61701484 9.11965290 8.35669229 3.55045745 10.79528683 9.72038262 4.82131225 11.21918855 7.66352039 10.78094808 0.83422579 7.56217143 11.51020770 3.19682733 11.11584959 10.02830393 8.32839175 -1.97312914 11.13992157 10.73685403 8.71216998 7.77172979 5.27482446 0.02687086 9.46048108 8.77676529 10.48350685 -0.97312914 6.54653181 8.88409907 -0.97312914 9.98436064 9.92474126 4.21671870 12.65504904 13.46383495 9.60903779 10.49501064 9.80250603 16.44829903 NA 8.56119857 9.44843455 4.34882728 7.65989103 8.21918837 7.31229759 1.89479837 12.02442808 11.10454601 9.61561033 8.62401716 4.34882728 2.19682733 9.31806643 8.21795479 8.10103702 9.07470130 10.08150008 10.53840129 6.91867961 13.67598347 -0.97312914 -0.97312914 6.16132137 10.32237774 8.00703512 9.25330788 11.00524867 3.61185697 -0.97312914 9.75821472 7.22656826 10.49148747 8.20929008 9.92322808 8.16900299 NA 5.32151687 -1.97312914 12.27170550 7.20431486 9.34882374 4.34882728 10.06923909 8.03252021 7.84227931 10.58889955 9.06718533 2.67074971 7.89108193 3.95763606 9.54358075 NA NA 8.10638078 9.26051548 11.41410529 8.51071156 9.63191222 9.54898678 10.16580745 3.07128215 10.62913063 8.44369325 10.21490033 3.67074971 9.98072839 5.17664192 -1.97312914 8.77088850 14.18501229 6.45734804 9.49093088 12.87287575 8.66079923 4.51874914 6.53864835 11.68287361 11.48504598 10.52574493 11.10571369 11.55929793 11.45695622 8.23391010 9.21918861 10.44025916 11.01131421 8.88951765 3.15618625 0.83422579 -0.97312914 -0.38816663 8.76414309 10.30621609 9.51423334 7.79507987 9.91277125 13.46311926 5.93978605 9.96426953 4.85978572 11.89841599 10.68220281 9.60715422 5.02689742 11.77770737 12.56544845 10.72103594 9.59009203 4.30766895 10.31114148 9.90686174 11.84337943 9.09500214 11.51699448 9.47139295 8.47707581 9.47552836 2.93378034 6.89108132 7.49246211 8.69755213 11.60030623 11.47415852 9.04007871 4.23634719 11.89716410 9.14583690 11.33024841 9.45211169 9.64252541 10.07878433 12.27215132 9.45316052 6.57764182 NA 9.33807649 7.49653745 9.82496240 9.10504656 10.69215839 8.73425473 7.15360067 10.04891676 8.51473575 2.78177935 6.25089717 5.89725979 8.50126079 4.11435870 1.02687086 11.28428358 7.47810706 6.51071196 10.14595685 5.96512165 -0.97312914 10.67772308 11.25104818 11.43004096 10.53245918 8.80415103 9.39592052 6.04804214 11.30287467 11.11866165 10.67075192 10.18266263 11.68477237 -1.97312914 7.85978572 0.83422579 9.90571297 9.99195856 9.25150040 8.93753861 13.26977209 14.49161696 3.15618625 11.16772553 9.95541409 -0.38816663 4.23440168 9.40123964 0.02687086 NA 8.03392290 7.31921779 14.47533472 10.87474979 9.30069140 9.30766645 9.08217805 11.75524145 8.15875256 9.11059449 11.36451761 2.83424602 3.41921526 9.53518574 9.68108412 7.67435401 6.83425107 11.38403534 10.03041361 11.39335458 9.96568878 8.63237510 10.34147902 7.71863904 4.59157770 9.83304250 0.0019418 1.0599000 0.0256710 0.0279190 0.6704100 -0.0340810 -0.0217300 -0.0292870 -0.0299940 -0.0299940 -0.0299940 -0.0317680 -0.0547530 0.0019418 -0.0136770 -0.0339500 -0.7101500 -0.7107800 -0.7107800 -0.7107800 -0.7107800 0.0279190 0.0200630 -0.0124370 0.0029133 0.0029133 -0.0298560 0.0056919 0.0022056 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.606 0.000 0.000 -0.710 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.606 0.000 0.000 -0.710 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.8605764 11.6668016 8.5718603 10.5172453 9.9858109 11.9732538 3.4192153 -0.3881666 7.5247478 1.9337992 12.4327020 8.5270805 7.7666766 8.6039846 8.1626693 9.4713929 12.2807432 6.8879821 10.9548588 9.2314670 9.2682830 8.9074207 10.0807232 7.9752627 7.4213588 11.0022064 13.2726712 10.161643 10.961692 NA 9.012026 8.153600 10.898608 10.091975 11.476560 9.599596 9.256916 8.311142 9.431505 6.768363 7.783452 9.142590 4.486328 5.049265 8.736841 9.806615 13.050780 9.314608 12.392671 5.893741 9.844679 11.704725 15.909939 12.215562 14.510507 11.145675 1.486302 10.316338 10.172828 10.011314 9.297775 9.607154 9.642985 9.599122 10.372024 11.749276 3.699318 5.401934 14.488175 11.507812 8.873953 6.637920 9.978545 -1.973129 12.011670 -1.973129 12.759858 11.222397 11.391851 10.93941084 10.06581476 6.76160575 8.11170429 8.89185568 9.00202708 4.83425107 13.07327202 2.34882728 14.52406148 13.05458578 8.44158100 9.31056870 9.96279741 7.67615173 0.02687086 8.94799278 7.82293532 9.51322799 9.44099952 10.98834541 11.37022025 10.80702537 -0.38816663 9.89340195 7.25811655 8.79425274 11.50123546 9.90264509 2.67074971 10.08961652 10.48427662 9.06787020 9.51423334 4.93378506 11.60030623 11.41773645 1.48630248 13.46864037 12.16348640 10.59080699 10.04891676 8.01699989 10.01877186 10.49551979 11.45898870 11.24142586 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 6 2 2 3 2 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 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 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 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 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 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10.937187383 10.338369591 8.626712172 7.447118776 4.074419804 0.330214177 9.455409834 7.804366610 10.865918969 1.593305959 5.383365608 9.016054714 3.137601886 9.749793688 12.133820877 5.644952222 11.766016711 11.018330182 9.623956274 10.588820866 9.822909199 16.673378030 -1.991943445 8.345948511 11.489747731 4.095789425 7.482032665 7.621195469 5.802743818 1.262312878 11.436555970 10.823910139 11.031387959 10.793983480 3.562913999 5.426180875 9.611489447 7.784759808 8.371366316 9.296615939 9.674106799 10.738796795 7.127268020 14.508779592 -1.991943445 NA 3.841218374 10.251203076 8.093134940 9.221431002 10.596338585 4.531886705 3.562913999 9.377924108 7.193202042 10.118516375 7.555221043 11.318087221 8.268069875 -1.991943445 2.866314561 NA 12.895309249 6.930167242 9.407604708 5.680751925 9.635860660 6.455409423 8.016755369 10.666761384 8.927934961 1.467748997 8.009735140 4.158070375 9.612879921 NA NA 8.165673814 9.553773844 10.676768541 8.158073911 10.615657038 9.550874891 10.539951785 -0.991656541 10.414531657 10.837256490 10.043469460 4.434588199 10.114889616 5.593288029 NA 8.716548556 13.438191068 0.815657398 10.225678616 13.845412524 9.072395790 3.052728885 7.047246086 10.219302375 11.410406088 10.231423408 10.271595852 10.892535379 10.881963034 7.566747431 7.180754560 10.535803652 10.960339825 8.917934725 1.330271553 0.330214177 -0.991656541 -1.991943445 8.507175813 10.582920244 10.273355615 7.768214767 9.390745274 10.782496044 6.168198746 9.548454735 5.475931180 11.368762293 10.718056751 9.423540355 5.284451206 11.472489498 12.626540116 10.530172502 9.114889616 4.199334695 10.415063141 9.946435970 12.140103289 9.085142321 11.797146967 9.649023495 9.556666984 10.592114637 2.866314561 7.510163629 6.400643805 8.305242790 11.160453090 10.293543954 8.665019627 1.593305959 11.693842055 8.909947971 11.705402834 7.655785431 9.761543421 10.217780106 12.223556312 9.266892631 6.600784145 -1.991943445 8.255067293 7.518101541 9.625794124 8.902386572 10.652568325 8.565790218 6.743036917 10.575094268 8.194440707 0.330214177 6.463653515 6.492143209 2.806901432 4.547486846 NA 11.271889354 6.648571858 5.459536538 9.612879921 4.287981965 -1.991943445 10.787840868 10.835272369 11.308393187 9.969414583 10.222342224 9.687366935 5.647631108 10.749793688 10.836264770 10.554497721 9.997721166 11.181847714 -1.991943445 7.316665294 NA 10.423804415 9.767798783 9.271595852 8.897830636 13.456539810 14.687683082 1.467748997 11.334053735 10.239547933 0.008343459 5.514295878 8.535989548 -0.406789669 NA 7.820503851 7.498174262 14.275314487 11.237002626 9.404931427 8.870964177 8.856167159 11.862610704 8.489116997 9.279801380 11.135031188 1.708761109 1.593305959 9.785992989 9.797860410 7.426179197 4.500177430 11.266745496 10.110630508 11.876667002 9.842797698 8.382279468 10.138575541 7.457475277 4.993484163 9.503182343 -0.0213730 -0.0213730 -0.0278370 -0.0215770 0.9818300 -0.0222150 0.0205770 0.0094491 0.0511030 0.0511030 0.0511030 0.0511030 -0.0213730 -0.0213730 -0.0213730 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9.847924112 11.376833157 8.640413060 9.308679184 8.002680020 9.659378380 6.988466562 6.463653515 8.661171682 5.127265956 5.434591534 7.984174618 9.630378531 12.754211059 8.204313881 13.209646590 5.304876050 8.446078777 10.633578880 16.317683138 12.159501820 14.432837469 11.418645516 0.008343459 10.861636267 11.280373220 10.328280993 9.472361855 9.423540355 9.400644019 9.767382678 9.921215981 11.727070409 6.147878534 6.074415522 13.953596084 11.559193707 9.156167537 6.799490158 8.655785073 NA 11.792552563 NA 12.851266247 11.361887095 11.034504273 11.031215 10.813869 6.637683 8.360370 8.660275 8.921216 4.802741 13.489263 2.763220 14.752714 13.143355 8.073069 8.598446 10.382007 3.400647 -1.991943 9.371914 7.751478 9.710499 9.839998 11.066826 10.987573 10.163461 -1.991943 10.769047 7.994168 9.371366 11.551721 9.876763 2.008343 10.635633 6.316665 8.343717 10.273356 5.284451 11.160453 11.224921 NA 12.770501 12.684063 10.600083 10.575094 7.833285 10.543602 10.317519 11.123847 11.097060 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 1 NA 1 1 3 1 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 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 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13.8549847 12.9955864 -0.1029920 11.0139997 10.1362068 -0.6880319 5.7383085 8.3288517 1.1194226 -1.6877995 8.0884766 7.6020626 14.4481335 11.3354652 9.2604108 9.3468426 9.1449335 11.2147954 8.4166422 9.6619494 11.5172258 2.6339659 2.3120552 9.0785725 9.4432575 7.7043609 4.2427778 11.1040203 9.5000141 11.8050233 10.1546099 7.8218186 10.9987629 7.1512469 5.5007797 10.0974960 0.0000000 0.0000000 -0.0030475 0.3034600 0.7570000 0.3549600 0.0095870 -0.0123000 0.0300940 0.0653700 0.0457080 0.0457080 0.0000000 0.0000000 0.0000000 -0.0016629 -0.4308600 -0.4190400 -0.4256000 -0.0030475 -0.0030475 -0.0227590 0.0075161 0.0095870 0.0111210 0.0111210 -0.0123000 -0.0091286 -0.4313800 0.000 0.000 0.000 0.000 0.380 0.380 0.000 -0.431 0.000 0.412 0.412 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 -0.419 -0.419 0.303 0.303 0.000 0.000 0.000 0.000 0.355 0.355 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.380 0.380 0.000 -0.431 0.000 0.412 0.412 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 -0.419 -0.419 0.303 0.303 0.000 0.000 0.000 0.000 0.355 0.355 0.000 0.000 0.000 0.000 0.000 0.000 10.142955 12.212156 12.429605 10.246103 9.314155 11.397682 6.230906 2.312055 6.691422 3.119406 12.257762 8.308912 7.073594 9.879477 8.128899 8.370035 11.358656 5.941400 10.255291 9.461155 7.801891 8.438954 9.553812 7.615825 7.479462 11.578391 12.403644 9.9733762 10.3267615 NA 8.9809284 7.8608654 10.2083759 10.4621081 11.3192460 8.4140192 9.9862357 7.9100958 9.7867635 7.2427806 7.8257710 9.6106788 6.0602355 3.9844709 7.9100958 8.8799995 12.7077115 10.3264127 13.2350459 8.6104269 11.1494744 10.2753009 15.8214938 12.1319232 13.7246464 11.2689641 -0.1029920 10.7398801 11.3501051 11.8501111 9.1473044 9.0851827 9.5080308 9.8818990 10.5808779 11.8374407 6.6607718 6.0669309 13.6757929 11.3195964 9.6003328 6.7214342 9.2843054 -0.6880319 11.8111419 NA 12.7193113 11.4323802 10.9205293 11.160080 10.098313 6.851202 7.484471 8.889472 9.022850 6.742497 12.564317 2.835601 14.142039 12.874167 8.367326 9.728202 10.222311 4.501866 NA 9.089299 7.227923 9.104834 9.789296 11.286279 11.530455 10.342711 2.119389 10.936839 6.334411 9.035704 11.604509 10.097087 3.521503 10.033997 10.261141 9.210645 9.533026 4.461790 10.865913 10.884507 NA 12.297441 12.121108 10.631151 10.303920 7.251623 10.770963 10.154394 11.585316 10.766926 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 1 NA 1 2 2 1 2 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 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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9.5316645 8.5407348 8.6265421 6.6378580 9.2352893 9.0557100 13.2051005 8.2525183 6.9836321 NA -0.9470277 10.5427429 10.3561048 5.9597864 8.0724858 3.6378537 8.5978593 9.6132277 10.7048435 5.3008229 0.0528332 10.9665323 9.1975531 7.4322730 10.5286284 6.6749464 10.3049690 NA 8.3748230 11.1363742 2.8602477 10.6462861 10.3538195 7.7075310 NA 10.4137147 10.6422512 8.4235824 7.8794436 2.6378652 1.8602477 9.0157911 8.3838118 10.7428929 0.0528332 7.4060417 8.7323750 3.0529027 11.8252095 6.7671410 5.4279346 9.6336717 11.7341334 9.2756899 10.5764569 10.3406073 16.1135276 0.6378421 8.1509272 9.1377033 5.2228200 7.3102829 8.8161072 3.9108765 2.9836412 10.4489645 11.6567531 10.5833013 10.1250275 4.8342561 3.0529027 10.3330858 7.9477129 8.6246474 8.9836324 10.4849148 10.3589566 6.3748239 13.8553103 2.3748169 0.6378421 6.0752631 10.9112646 6.8144466 8.6767766 10.6917833 -0.9470277 NA 9.1653344 8.1135911 11.2082097 9.2165446 10.7442023 9.2525673 -0.9470277 5.6822502 -0.9470277 11.4173032 9.1068207 10.0993369 3.6967506 8.5997894 8.4344381 7.2328037 10.7812407 8.0945538 3.3748169 7.5685946 3.3008266 8.7039465 0.6378421 -0.9470277 8.7654220 9.5871979 10.5071943 7.8010875 8.9492273 10.0849407 10.0323202 -0.9470277 10.0959222 9.6340955 8.7926755 4.0972905 9.2377702 7.8602496 1.0529027 8.3949698 14.2806613 2.9597887 8.3126384 14.0673078 10.4344379 2.6378652 7.4958382 10.6227506 10.2488823 9.5082222 11.2516469 11.3971548 11.6213261 9.3406072 9.2215671 8.3635075 11.2035942 10.1249740 3.3748169 2.9597887 0.6378421 1.6378421 9.3691766 11.6733439 8.3382974 9.0373133 10.2949496 8.8570258 5.7253213 9.6122719 6.8210788 12.4559070 9.9469548 7.4622855 6.2817131 11.2647832 13.0921567 11.6175208 10.1647087 2.6569768 11.1173009 9.4409121 13.0038153 9.0157911 10.0070912 9.7593909 9.3849316 8.7376435 NA 9.2328042 5.4452135 7.4365991 10.6355074 4.3959471 7.0428282 3.8602477 10.7829405 8.9522520 10.2966640 9.4802078 10.5646476 10.0821822 11.8136149 10.2659992 7.7075310 2.7533264 8.0387369 5.5286276 10.5215190 9.2586883 11.1052286 9.4833474 7.1666371 9.7341334 6.9477129 0.6378421 6.2817131 0.0528332 2.5123280 4.0070878 1.0529027 9.6472195 5.0070923 6.6602256 10.9036639 6.9796058 0.0528332 11.1705381 9.8714771 11.2118202 11.9841865 7.2768967 7.5803716 6.3155536 10.3002291 11.6144216 11.4292917 10.0121724 11.0724857 1.0529027 8.7075310 0.0528332 9.6246476 8.1456520 9.8618591 10.5601941 13.2618913 13.2686554 3.0529027 9.4612247 10.5852509 1.0529027 2.3748169 8.0697032 0.6378421 NA 5.8077825 7.1509272 14.1730518 11.8426323 6.5606890 9.3871682 10.5925384 11.1617461 8.4749596 8.4887110 10.8602499 2.3748169 2.6378652 10.0465410 8.9657843 6.8210788 5.0528940 11.2647832 9.0215616 11.2193719 9.7550677 7.1135911 11.0651703 6.4452119 4.2623505 11.4535076 0.0000000 0.0000000 0.0179630 0.0055529 0.6691900 -0.0294480 0.0115390 -0.0325870 -0.0329960 -0.0204120 -0.0204120 -0.0204120 0.0000000 0.0000000 0.0000000 -0.0016629 -0.7315200 -0.7315200 0.0179630 0.0179630 0.0179630 0.0055529 0.0105640 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8.8111181 12.7060759 10.2439542 12.2956225 7.9319572 10.9089313 10.2574661 15.0098156 10.5562238 13.6791173 10.5220280 2.0529027 11.4027291 9.5487501 10.4016231 8.6639199 7.4622855 8.5527409 9.9821534 9.7722837 10.6359777 2.0529027 6.5286291 14.4119931 10.8322039 9.6648419 6.4104463 9.9248002 1.0529027 10.5512456 -0.9470277 12.5521180 10.8199497 10.2340471 10.2259474 10.2629574 4.8857842 5.7111066 9.6629969 8.8999523 7.4707475 11.8069285 3.5764617 13.9064482 11.7604698 8.7376435 9.1671449 10.2303145 7.8634665 1.3748447 9.1496102 8.0669153 9.0157911 9.8136150 12.0909566 10.7515996 9.8952454 1.6378421 10.3578167 7.5764571 8.4279342 11.3793244 9.8513668 2.2228046 9.8610548 4.9355399 8.2152864 8.3382974 3.7533371 10.6355074 10.3049690 -0.9470277 12.7116643 12.6007535 10.3663448 9.7341334 7.8666762 10.7415823 10.4870019 12.3276080 9.3476420 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 1 NA 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0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.905428 11.215384 10.824166 9.980822 10.363665 11.789547 4.595772 1.804343 7.228043 3.936808 13.019615 8.328659 8.709402 7.759524 8.471457 9.645019 12.036414 7.738733 10.951958 9.355996 8.880355 8.579534 9.270593 7.986565 7.273847 10.622329 13.661505 10.6060079 10.9274882 0.4258889 9.2460289 8.1276761 10.5419340 9.7080118 11.5634816 10.1710201 9.5343745 8.4156704 9.8663041 7.0581184 7.1011017 8.8754115 5.4962386 5.6196214 8.8999617 10.0070507 13.3926799 10.3867208 12.2608740 6.1262336 9.7450706 10.9227038 15.8362616 12.1481453 13.3176337 11.2680432 1.9112697 10.6888844 10.3633710 10.3878784 9.5740724 9.6546688 9.2757241 9.6851225 11.0767223 11.6895875 4.1039256 5.7332784 13.5361483 11.2227009 8.9446998 6.9241011 9.0704274 NA 11.8178454 -0.8962003 12.6320708 11.5482135 11.2011311 11.3396370 10.2700850 6.8521150 6.7585577 8.7763472 9.5127823 6.0581173 13.2230446 1.9112697 13.9022672 12.8027351 8.8403238 8.9285068 9.4811324 5.2738478 -0.3111483 9.6680714 8.3904798 9.0420311 10.1452389 10.7112523 11.6988297 11.3777176 1.2738739 9.9160992 7.6926364 8.9136901 11.8678605 10.0671793 3.1039172 10.0460699 9.3973936 8.6479203 10.0628370 6.3375416 11.4534796 11.2543039 -1.8959318 12.4795045 11.8421198 10.1743783 10.5372466 7.4235941 10.4421012 11.0631994 11.3670370 11.4441852 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 2 NA 2 3 3 4 3 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 7 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 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9.11045277 12.33850662 8.50907783 6.21673810 -1.56447808 NA 10.63136525 9.64117118 4.24273206 7.38082207 5.16329745 9.32640207 9.64604922 10.73429970 7.97840959 2.60530468 12.18315135 8.28868754 12.15198309 12.50516334 5.68330626 11.28615083 -1.56447808 10.04594145 11.48641693 3.47977380 11.90400198 11.00143198 7.30882227 2.13583034 10.18602631 10.84015493 8.57201045 8.66659897 8.04270835 1.02034218 11.02783497 9.75617850 10.67408119 0.02034218 6.99761985 9.69374376 -0.56469145 7.83625743 7.37201617 2.82769710 13.46834057 12.81989191 9.95648753 11.09648799 8.50818063 15.96905748 -1.56447808 6.61030290 8.00523379 5.40116283 7.06108708 7.92522566 8.10071384 2.17954290 10.79704760 11.25535739 11.70216450 10.07109601 1.75732200 3.79292821 9.70508907 9.68093069 7.96089856 7.03156723 9.83838992 10.26311764 7.57236902 13.83258462 5.07923302 -0.56469145 3.02034218 10.57876119 7.93920365 9.55431909 11.46051753 NA -1.56447808 7.67139246 5.60530172 11.92373528 7.44939877 11.71918977 8.93023349 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9.284822 10.049167 5.479771 5.401163 12.079910 13.214379 10.4469547 10.5034844 NA 7.7951273 7.2297936 10.3426442 10.9214587 11.1833611 6.4069210 10.7047969 8.1598920 9.1624475 8.9372152 10.6208728 9.6105157 7.5068399 6.6301346 6.1288646 6.6927661 13.7122657 9.9362198 14.8176136 5.0640076 10.2972403 11.7996494 16.9486622 13.3850223 14.0521852 11.4560107 4.5646586 11.6267457 7.5543187 12.5642584 9.3989965 8.5281353 10.0118623 10.3516306 12.3633410 12.4138203 0.7572793 9.1271215 13.9087292 10.9032382 10.5071755 6.4577453 7.2459500 -0.5646914 11.6430024 -1.5644781 13.5017195 11.6410124 10.2555569 11.658022 10.294524 8.622730 4.412660 7.829841 9.337753 7.016579 12.458772 3.020342 12.484716 13.135709 8.600285 7.000099 9.688634 4.268270 1.020342 10.281260 5.595250 10.079685 10.890191 10.382284 13.421798 9.135818 -1.564478 10.317639 6.947131 9.588930 9.074719 10.197345 6.874170 10.885816 4.216734 3.683303 9.877803 4.268270 10.628287 10.397912 10.466390 11.925100 12.691365 10.311127 10.307668 6.149623 10.958450 11.417480 11.387761 11.137059 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 3 3 4 3 1 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.9121335 0.9573203 13.7688909 11.3570651 10.3907325 11.1677835 10.1784594 5.3358655 4.7228922 8.8702451 8.9697008 7.6354279 12.8511009 0.9573203 14.6594418 14.5506067 8.1212569 8.7715086 9.5475684 0.6354294 -0.3645706 9.2043337 7.4167874 10.2980959 9.5247413 11.4093909 11.3265167 11.0958835 0.6354294 9.4840505 8.2936390 9.1803921 10.8931101 9.1131858 1.2203919 10.3483844 5.8642456 6.4363268 9.0093802 5.5302456 11.0347055 11.0580180 0.2203300 12.2808608 12.7352685 10.5594977 9.7896127 7.6184215 10.9045542 10.5542908 10.4030948 11.2457327 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 6 2 3 4 3 4 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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12.2580542 11.7478429 9.5612958 10.4655482 8.0369961 10.2360447 10.3356543 10.2641862 10.8811736 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 1 NA 6 2 2 3 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.2621163 7.7242355 -1.6850135 10.9089057 10.4252596 8.9739487 8.0596787 5.8146914 -0.6852455 9.6635729 9.0647142 10.5618822 3.0697365 5.9442025 8.5839714 0.3148705 10.5895141 9.6909702 6.5242988 12.5368683 10.4168204 10.0423398 10.6950352 10.0013453 15.9096796 NA 8.3302599 9.5352231 5.4543964 7.7681155 8.3660538 6.6635723 3.8977051 11.4264695 11.1807713 9.9133626 10.2885421 4.1974880 2.7071714 9.6271605 8.5034334 8.2964120 9.1974878 9.8457387 10.5273411 7.0152846 13.2893490 1.6367754 0.3148705 -1.6850135 10.2503781 7.8675141 9.1485254 10.9414664 2.0152835 NA 9.3755406 8.8462263 10.5009930 7.2777412 10.0278015 7.6390252 NA 3.1728235 NA 11.4266325 8.3996531 9.7494729 5.9073017 9.5657352 7.9073017 8.0780568 11.4998750 9.9332302 3.2690481 6.4595038 4.3148415 9.1928957 NA NA 8.2529539 9.5669188 10.8379166 8.9026223 11.4069412 9.6524666 10.3534209 -0.6852455 10.1007058 8.0563115 9.4253607 3.2217379 10.0431904 5.8998064 NA 8.8066978 13.6257770 2.9586942 7.7905779 11.8552150 8.3755408 4.3592400 6.8066978 11.1394058 11.3463737 10.1646407 11.1384110 11.0906854 10.6068788 9.5309843 8.0065881 11.4695047 10.6016912 8.6814510 3.2690481 -0.1002057 -0.6852455 NA 9.7742764 9.6574751 9.7951301 7.8617389 9.6246167 13.4760948 4.6002460 10.0813737 8.8442752 11.6288615 10.1732144 9.2073875 6.3592383 12.0216645 12.2113664 11.8004225 8.8423217 4.1345167 9.8447633 10.0414887 11.2595568 8.6646787 10.7154574 10.2058690 9.1060077 11.0126811 0.3148705 7.3537635 6.6094654 9.5285565 11.0619887 12.9769011 9.1408610 3.4441237 11.4606177 9.0747329 11.0718180 6.8423214 10.1084480 10.2470595 11.9013327 9.7348050 6.4076026 -1.6850135 8.4633212 7.8006741 9.7961396 8.5675101 10.6792530 8.4595029 8.0680613 10.3674128 8.5108322 2.2217224 7.8087004 4.8694322 2.1222089 3.9587035 1.1222089 10.7875356 7.0929220 6.8847005 9.7665710 5.4330596 -1.6850135 10.6146252 10.3903239 11.4347585 11.4031361 8.1493158 9.8723037 6.3851808 11.1415918 11.7652828 10.5000299 9.8334980 11.0935379 NA 8.1445675 2.5627675 10.1023393 9.1951935 8.7316422 9.2791857 13.2278276 15.1045439 2.4023129 11.1626851 9.9654478 NA 3.1728235 9.4447716 0.6367290 NA 8.0813737 7.7722255 14.1364942 11.0768779 9.0813737 9.5909691 9.8256088 11.7779859 8.5291639 8.9866069 11.6386032 2.0152835 1.6367754 9.1626851 9.5175808 8.2820709 5.2921265 11.1098698 10.1677644 10.5270371 9.8727104 8.2835116 10.9061334 7.9960831 5.8377793 9.8071987 0.0045800 0.0045800 0.0253900 0.0181030 -0.0479950 0.6206100 0.0134920 -0.0022168 -0.0309500 -0.0309500 -0.0283550 -0.0245240 -0.0091962 0.0093098 0.0045800 0.0000000 -0.6655000 -0.6784400 -0.6784400 -0.6784400 0.0253900 0.0181030 -0.6904200 0.0227250 0.0109160 0.0109160 -0.0059844 0.0022193 0.0160830 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.662 0.000 0.000 0.000 0.000 0.000 0.000 -0.690 0.620 0.620 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.662 0.000 0.000 0.000 0.000 0.000 0.000 -0.690 0.620 0.620 0.000 0.000 0.000 0.000 0.000 0.000 9.955542 11.285849 12.228669 10.356504 10.315197 11.532954 3.444124 2.636775 7.676701 4.221738 12.588713 8.672759 7.548464 6.793452 8.537253 9.319767 12.780539 7.260288 10.886597 8.442839 8.804693 8.266610 9.233246 8.212690 6.873266 10.949202 11.988043 10.122200 10.797149 NA 9.208905 8.355134 10.315197 9.756233 11.552503 9.304239 10.032521 8.109261 9.698009 6.929554 6.154048 8.695306 5.869435 4.197488 9.332349 9.905899 12.637618 10.242252 12.263759 5.810299 8.711449 10.953733 15.821052 12.013983 13.067539 11.073068 2.402313 11.130828 9.438966 10.541859 9.359922 9.207388 10.081788 9.674045 10.740585 11.548912 1.899794 5.965897 14.164076 11.187712 8.801680 7.880899 10.299975 -1.685014 11.677474 NA 12.425246 11.509362 11.139207 11.3535923 10.4151785 6.4285863 7.0529375 8.9044958 9.3551346 5.6811681 13.0703776 2.8998137 12.9489184 12.7381577 8.7017850 7.4335779 9.5979332 4.4233698 NA 8.7567514 8.9952044 9.1437745 9.7167908 10.4328125 11.4370257 10.8184221 0.8997943 9.5639581 7.9442014 8.8462263 11.0278016 10.3137876 2.8998137 10.0929219 4.2921265 6.7986610 9.7951301 5.3482678 11.0619887 10.9242544 NA 13.0455802 11.8892017 10.2492728 10.3674128 7.3399845 10.5538465 9.7931087 12.2566159 11.0319749 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 yes NA NA white NA 69.49.0 NA NA 2 NA 4 3 3 4 3 1 4 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 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 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 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8.6620242 10.7348345 9.9382652 10.9324937 11.1809404 9.1151337 9.3376322 8.9537672 12.9348322 8.6957656 7.4483592 2.2042346 -1.1177874 10.8531299 11.4469308 5.2573426 8.0012460 5.7771225 8.5547304 9.7167761 11.5663961 6.0421759 2.0522420 11.0298279 9.9510833 9.6628448 10.8652985 2.6896570 11.2393070 -0.1176308 9.7080587 11.2182535 4.0115851 10.8524108 11.1132261 8.0893191 -1.1177874 10.4657216 10.4312905 8.3273200 8.5025247 4.3417367 1.6896570 10.3422488 9.4877846 10.2442487 2.3417296 9.7324917 8.7088535 7.4635056 11.4993132 9.1207096 6.7464915 10.0138790 10.2486272 10.9375874 11.3843909 9.6330119 14.5185614 NA 8.2874464 8.0345899 6.7024844 7.4483592 8.0597246 8.3396857 3.9051198 11.5096108 11.0859588 11.3223955 8.0038383 2.8823105 2.4672795 10.0745978 8.8394069 8.4039055 9.0115879 11.4080704 10.2019771 7.0269627 12.2969902 7.3701451 0.4672795 4.3417367 10.0160894 7.8423070 8.9375874 10.7317100 9.1792212 2.0522420 7.5688059 8.0572304 10.2380415 7.9537675 10.1201124 7.7024837 -1.1177874 6.7526697 2.7891867 9.5270625 9.4243696 11.2576160 6.8306724 10.3355756 7.4672673 7.1014736 11.6176494 8.8610155 4.8595870 8.1769256 6.8071179 8.5913888 1.2042033 8.0721294 9.1373334 10.0776772 10.7211149 8.3022651 9.1075124 9.5458630 10.8914338 1.6896570 9.5198355 9.9744014 8.4390600 4.6636634 10.2789097 2.9697675 -1.1177874 7.5369411 13.9641212 3.2042346 5.1860845 9.3620852 9.1849438 4.6371929 8.6488339 9.9710931 10.7824170 9.6669398 11.8013545 10.9289174 10.5604649 12.0494094 9.1860858 9.8956277 10.5844777 8.7087263 3.5827487 1.8822909 -1.1177874 0.4672795 10.8022856 10.0224957 10.1075124 8.0572304 10.0460678 6.6504889 9.5071005 7.9724175 5.6504889 12.0189757 8.5792726 8.3620854 6.6767202 10.9554424 12.1733317 10.5744845 9.2506369 4.3132604 9.7664754 9.4616208 10.5986957 8.7921981 9.6504892 10.3174543 9.6880488 7.6896598 2.6896570 7.3821510 7.2221554 7.4175800 11.1823714 9.7027552 6.6183679 5.0115896 10.4043960 9.4831471 10.8419447 7.6928763 10.4817529 10.0708938 12.1865136 9.4942520 8.0396517 2.0522420 8.7324917 6.8480896 10.2143415 8.9483941 10.2909213 8.5225498 7.9591204 10.6517296 5.5116610 2.2042346 9.0609699 3.7891971 3.7891971 4.2303260 1.8822909 9.8137812 6.7402854 8.1349704 10.1962083 8.3698839 2.0522420 10.8642289 10.6779388 11.2160194 13.2316553 7.5652994 9.6025493 6.1063064 10.4756960 11.4368938 10.7120277 9.6984887 11.6852252 0.4672795 8.8963254 1.2042033 10.4896353 8.4464543 8.9737404 9.8459236 12.8560023 13.4687343 7.4136863 10.4267865 10.1248837 0.4672795 9.1187856 7.6271391 2.6896570 -0.1176308 7.9321533 8.4914836 14.7833368 10.3202598 8.2199269 10.5810096 10.6948834 11.9819815 9.8350463 8.5060584 10.0996568 4.3085720 3.4672664 8.9973486 9.7778803 7.6068190 9.1665508 10.4663279 10.5909578 10.5784032 10.3883893 8.0320523 11.2224332 7.3335159 6.0700522 10.4068467 -0.0157410 -0.0157410 -0.0979380 0.0324220 0.1677500 0.0105640 -0.0136770 -0.0293870 0.0689520 0.0384050 0.0384050 0.0688830 -0.0157410 -0.0157410 -0.0269060 0.0328450 -0.0633010 -0.0633010 -0.0979380 -0.0979380 -0.0979380 0.0307270 -0.0062255 -0.0163010 -0.0049844 -0.0049844 -0.0293870 0.0359470 0.0000000 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 10.265469 11.055670 10.152016 9.615320 9.188367 11.622086 4.204235 5.032052 9.115925 8.461621 13.336411 8.646546 8.900505 10.388012 8.530519 8.508014 10.810083 6.771048 10.976053 9.459734 8.239857 8.589008 9.755880 7.683205 6.489636 10.895628 13.450202 10.7068660 10.5749204 -1.1177874 8.2310330 7.0064259 9.7395084 10.3179752 11.8676133 9.7831718 9.5016079 7.9184787 9.5476409 8.6388612 9.3641044 9.4058669 6.0721294 6.8248200 9.3970189 7.5896639 13.3001575 11.9619564 11.2081725 8.7468163 10.3407116 11.4117355 14.1696927 11.6136240 13.0276799 10.6246144 3.9697675 11.8635155 8.8837131 11.2011302 9.8386811 8.3620854 8.9564464 9.8851199 11.6609981 11.0899294 6.8823056 8.3127577 13.6740875 10.0566066 11.2143415 6.5116610 9.2453445 -0.1176308 10.5463077 -1.1177874 12.4237646 11.2257017 10.4752291 11.4183093 10.7348345 7.3458292 5.9697675 8.6767209 9.7876920 7.1723235 12.6172548 2.0522420 12.6317554 11.9122823 9.8886311 8.6058295 9.2453445 6.4058665 -0.1176308 10.8078594 8.6170145 8.6944822 10.1723239 11.4880159 11.6378185 11.5810096 5.8823056 9.5801413 6.3901002 9.1063067 11.6087360 10.5883692 7.5369411 10.1165236 7.2959333 7.9184787 10.1075124 7.4710200 11.1823714 10.5355979 0.4672795 12.4069691 11.1937695 9.4301636 10.6517296 7.2132219 10.1123253 11.9301105 12.5679867 9.0526683 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 4 3 3 1 3 1 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 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0.6098495 11.1106860 9.7190219 4.3912041 10.7890472 12.3991740 9.7164071 10.9654705 9.7124759 14.2787845 NA 8.5182369 7.6266523 5.9848832 7.7519510 7.5871242 8.7493955 3.9099651 11.4533727 10.9973230 10.4557262 8.7026011 6.2963454 1.7797640 9.7564127 9.1245582 8.4107439 8.8290126 10.4666586 10.3002787 7.3275203 12.6844037 3.6973068 0.1948435 0.9317587 9.9602309 8.2734021 9.1634733 11.0956734 2.0692897 NA 9.7665592 9.6196727 11.3038080 7.6759330 11.6749236 8.3172032 -0.3902450 3.8193003 -1.3902450 10.8935113 8.6418899 10.3838075 7.8506357 9.5516254 8.5107108 7.9673963 11.0053782 8.6363676 2.9317776 8.7455533 6.4802086 8.0936600 -1.3902450 NA 8.6322119 10.2213301 10.1215967 8.1156555 10.7522703 9.3730565 10.5636768 4.9136267 9.8842223 8.3928425 8.5450092 5.7287858 10.0096561 4.9673946 NA 6.8672318 13.6793358 4.4678272 7.3137474 12.5320568 10.0569273 5.8192978 6.9892230 9.7261880 10.7193483 11.1029490 11.9790325 11.3441177 11.1378097 10.1001936 10.1763739 9.7953390 10.6556038 9.5104845 4.2245574 3.0021624 0.1948435 NA 10.8473528 11.4982069 9.7841457 8.7709760 9.8729900 4.1644323 6.3377646 8.8326391 7.0486362 11.3464574 9.3546780 8.6487631 7.1215967 11.5002984 11.3831894 11.5678530 9.4786281 3.4156505 10.5227334 9.3796820 11.9566348 9.3154766 9.8332426 10.3081146 9.7576850 9.5391026 1.7797640 7.8506357 6.9452343 7.8952463 10.9064736 6.0434714 6.1648164 4.1017005 10.7426651 8.6973071 11.3603418 8.6705401 10.2419305 10.1392747 11.9654705 10.3912038 6.8859684 0.9317587 7.4832886 7.4647124 10.3697323 8.4740304 10.5562789 8.8836398 7.8144152 10.3249482 7.9935481 2.7797640 9.6453306 2.0692897 3.5640367 4.4171977 4.1334073 10.2157866 4.7797692 7.0107239 9.6652757 6.9168623 3.0021624 11.0319089 10.2231732 11.2261632 12.1329159 7.0976845 10.0339894 6.1000925 10.6280443 11.2006650 10.6722276 9.8917741 12.0606687 -0.3902450 8.4363926 2.6098495 10.3601324 7.9021659 9.5842586 10.0250577 12.7614949 13.7816464 -1.3902450 11.1744700 10.0764304 0.6098495 5.1016963 7.9041204 2.3102819 3.0692725 8.0213554 8.3730565 14.3420115 11.0679944 8.3085488 9.9602309 10.5831827 11.9996099 9.0651713 8.8886538 10.6752602 NA 2.8577621 9.6432671 9.8410653 7.8811672 3.8577720 11.0911390 10.1270214 11.7543430 10.3800744 5.6973068 10.9136249 7.0569270 5.3621928 11.0543414 -0.0044874 -0.0044874 -0.0287840 0.3345400 1.2105000 0.7836900 -0.0089906 0.0088920 0.1395400 0.1260500 0.1260500 0.1150400 -0.4280000 0.0146090 -0.0157980 0.5227500 -0.4635500 -0.4635500 -0.4635500 -0.4635500 -0.0165390 0.3336900 -0.0180780 0.0291840 0.0027745 -0.0073536 -0.0114730 -0.0252420 -0.4567200 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 0.335 0.335 1.211 1.211 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 0.335 0.335 1.211 1.211 0.000 0.000 0.784 0.784 0.000 0.000 0.000 0.000 0.126 0.126 9.307681 11.691660 9.043430 10.078977 8.857772 11.529266 2.697307 5.133407 7.659693 6.833845 13.320866 9.161053 9.973979 8.608449 8.109590 8.988139 9.767191 5.707875 11.240566 9.706559 8.246469 8.996289 9.969391 7.646018 6.759591 10.771921 12.851827 9.869587 10.554556 NA 8.772235 7.430023 10.026114 10.848547 11.148033 8.776007 10.054341 7.984884 9.868410 8.841065 8.543535 9.750035 7.675933 5.749395 8.025586 9.013921 13.319466 10.873993 12.393456 7.617965 8.838663 10.899863 14.240538 11.580489 13.528288 11.279615 1.779764 11.270063 9.465491 11.429225 9.528707 8.648763 9.354678 9.890615 12.273180 11.415588 4.467827 7.129481 13.493650 10.686660 10.721958 6.637751 9.684655 -1.390245 10.867527 -1.390245 12.734289 11.368072 10.591055 11.0303307 10.3068117 7.2245536 7.8095167 8.9249936 9.7268379 8.2698401 12.2448276 2.1948120 13.0360433 12.2679440 9.3713953 9.4749511 9.9695937 6.3240905 0.6098495 9.6617329 7.1016973 9.4188083 10.0339526 11.3747157 13.3552558 10.9775319 2.6973068 9.2482801 6.9761666 9.1016971 10.9549721 10.1299716 6.8813073 10.7891312 8.2245540 6.4863604 9.7841457 6.4300226 10.9064736 11.0413417 NA 11.9720619 12.1960975 9.8952463 10.3249482 7.3102838 10.4272276 11.1099391 11.7928219 9.3258318 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 1 NA 1 1 2 1 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.37623828 -1.91811503 -0.91838768 10.21892995 9.90498573 5.05889657 7.99450788 3.80953792 8.24148986 9.35541409 10.39761720 7.83650614 3.03581743 11.07526460 10.12601264 10.71733670 10.85578785 2.78205204 11.46072608 -0.33333429 8.11504157 11.67021607 1.88896724 10.95448577 10.05100510 8.13146705 0.08161232 10.42615298 10.08505918 9.24607289 7.91766864 5.66658050 -0.91838768 10.13214740 9.41645048 9.52766798 1.40354042 6.28129023 9.01309484 3.29107306 10.58221153 10.05316212 7.45012497 12.28891356 13.00823884 10.08969689 11.05028531 10.74183730 15.36889804 -1.91811503 9.09144702 10.18425041 5.65904829 7.81123917 7.59731812 7.59337095 2.11636476 11.22548004 10.62971798 10.64171247 9.35948713 -0.33333429 4.29107306 9.28435450 9.19144915 7.68338908 9.28312980 9.73491145 10.31403948 7.49100967 12.72795223 1.40354042 0.40359495 6.34371339 10.13350714 8.17040682 9.01678350 10.44602686 2.54104394 -0.91838768 10.38682528 7.92553960 10.43315966 8.27883505 10.57722374 7.63044042 NA 4.43917098 -0.91838768 11.21732785 8.33546584 9.80357207 5.26152705 10.30471523 7.79758047 7.69632843 10.93082817 9.39223133 4.69632773 7.98550043 4.79586563 9.21283243 -1.91811503 -1.91811503 8.91213367 9.52611577 10.24903663 8.39676831 10.18621727 9.71188564 10.32151540 -1.91811503 9.59089876 8.01087716 9.49841603 3.54105634 10.30742853 5.52456209 NA 8.20055977 13.24958542 1.08161232 8.84980290 12.53456756 7.91292585 4.12601470 6.67033333 11.28634250 11.44301407 10.33428401 11.54105014 11.61826036 10.44493205 10.26028341 8.09842693 11.02156502 10.44246563 8.52331770 6.91450832 -1.91811503 -1.91811503 -1.91811503 10.04848442 10.27944959 10.35570545 7.32479261 10.47262312 10.71914912 5.08161658 9.29046242 5.25154490 11.73423948 9.69954504 9.72727705 6.32002248 12.16176984 12.32939775 10.76527110 8.53143800 3.72662417 9.45176109 10.01752027 10.66517147 9.19926156 10.79500509 9.73042547 9.08302664 9.30742853 4.27144062 9.27144318 7.41477401 9.12942419 11.29533032 11.23442623 7.18757972 3.86297699 11.64898050 9.38368615 11.57184269 8.58544445 9.82097717 10.28006363 12.04361077 9.57697385 7.54514288 0.66657482 10.01457149 8.21476061 9.52611577 8.70550003 10.34018459 8.70092135 7.71279591 10.74961706 7.09284592 2.88896724 6.16376841 4.57347148 8.29219231 4.75404301 -0.91838768 10.77728187 7.25404597 7.10120883 11.02934493 6.22739838 -0.33333429 10.90558279 10.42508191 11.38039710 11.54181841 8.44575318 9.58541440 6.36997765 11.55798502 11.79597141 10.14905291 10.15375113 11.69874160 0.66657482 7.67033333 1.98852110 10.23390339 9.44903327 8.89379569 8.97264269 13.88211403 14.35923286 0.40359495 11.99992276 10.09738207 NA 5.16706483 7.92227041 1.08161232 NA 8.09424293 7.75933829 14.10662829 10.83777243 9.49894372 10.02925547 9.47715273 12.31133863 9.41979779 8.95656144 11.11727680 -0.33333429 3.03581743 8.82813299 9.84773327 8.45121606 5.61300115 11.20509335 10.23675294 10.59262989 9.99340745 9.30078702 11.87074457 7.77524483 6.04272093 9.69402630 -0.01081900 -0.01081900 -0.00133560 -0.02729600 1.24850000 -0.03793300 0.01038900 -0.02276600 0.00357230 0.00357230 0.00357230 0.00357230 -0.01483600 -0.01081900 -0.01081900 -0.45032000 -0.48767000 -0.47076000 -0.47076000 -0.47076000 -0.47076000 -0.02003500 0.00510060 0.02619700 0.00482630 0.00482630 -0.02099600 -0.00072824 0.00969220 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.337 0.337 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.337 0.337 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.150061 11.248409 11.402560 10.213475 10.945611 11.200073 4.976437 1.081612 7.353082 3.473930 13.484564 8.575084 9.725926 8.079221 8.670408 9.812089 12.282211 7.364707 11.079504 9.201856 9.057467 8.467761 9.123791 8.560388 7.233903 10.520151 14.159936 11.0749108 10.8392169 -0.9183877 9.2250018 7.9395998 10.3756648 9.7340154 11.7506143 9.9843705 9.7123408 8.6256172 10.3384169 7.3808264 7.0928459 8.6787399 6.9239692 4.7109772 9.5943589 9.7876829 13.8592591 10.6168939 12.4884214 7.1002082 9.0189924 10.9316100 15.7374707 12.0040171 12.9953027 11.3233038 -0.3333343 10.7831416 11.3228569 10.4350411 9.7928554 9.7272771 9.4147738 9.8112393 10.5719681 11.6913721 5.3390055 6.2211695 13.7430838 10.8473190 9.2307304 7.1177916 9.1743757 NA 11.9042890 -0.3333343 12.6461253 11.8127339 11.3730770 11.422859 10.335466 6.872782 7.401291 8.737149 9.435868 4.888972 13.775602 2.081612 13.487857 12.949621 9.247782 9.273578 9.564427 4.557355 -1.918115 9.658103 8.636207 9.432558 10.373653 11.025965 11.428963 11.203961 2.473943 9.605670 7.064612 8.933368 12.005689 10.302904 2.939603 10.062829 5.549226 9.556845 10.355705 5.901799 11.295330 11.145014 NA 12.533667 11.653371 9.920822 10.749617 7.256545 10.018624 10.713932 11.298295 11.478461 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 1 3 1 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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10.456355 1.766341 8.182521 9.307067 9.551646 11.831908 4.088286 2.614356 11.126072 12.183788 10.409492 10.505125 8.033144 15.388157 0.444455 8.670841 9.303964 6.614354 7.604300 7.594176 5.116855 4.029391 10.330888 12.078333 11.335074 10.861754 4.801981 2.029382 10.144869 9.405879 8.251784 7.862282 10.871218 9.865442 6.624338 13.307551 4.653880 -0.555545 7.589088 10.522580 7.225789 8.843173 10.787060 3.029400 5.573711 7.853820 8.838892 10.306563 7.547717 10.585898 8.137916 -0.555545 5.836747 NA 10.340762 10.980676 11.019023 5.144870 9.647777 8.165529 7.944275 12.037820 8.392797 4.398624 8.713556 4.766357 8.430271 -0.555545 -0.555545 9.300855 11.140527 10.591634 8.515891 9.720554 9.984557 10.783722 1.029418 9.238845 10.484034 8.461238 4.487949 10.455657 7.185896 1.029418 9.139658 13.520243 3.029400 6.766358 11.509845 10.712386 4.144870 7.629305 9.810751 10.410213 10.000935 11.629614 10.682177 10.724620 11.438075 8.899757 10.438075 10.793157 8.868595 3.614356 -0.555545 -0.555545 NA 11.336593 11.753053 9.354322 8.881141 10.798541 7.029392 7.823807 8.372207 8.215919 12.189683 8.458450 7.505125 6.991323 10.973372 11.617482 11.319795 9.346352 4.291427 10.205981 10.035016 12.016656 8.513208 9.773104 9.916104 10.546405 11.156526 -0.555545 6.711215 6.766358 6.477852 10.622472 8.773441 6.873794 4.398624 9.829213 9.264608 10.818925 7.488823 10.864389 9.988428 12.199317 9.360309 9.251784 3.029400 7.832446 6.552953 10.385477 8.251784 11.311260 8.666016 8.701817 10.132680 5.836747 2.444429 6.644101 2.251780 5.059139 3.903858 -0.555545 9.255001 4.251787 6.748210 9.529238 7.898728 1.029418 10.961114 9.053608 11.265007 13.071279 7.144869 10.258964 6.236894 10.703584 10.849571 11.110209 9.978732 11.355821 -0.555545 9.293052 0.444455 10.507150 10.865968 9.136173 11.065107 12.572101 12.558009 7.806373 9.180831 9.583981 NA 3.351317 6.673248 1.029418 NA 7.245329 8.296178 13.952224 10.807469 7.073786 10.334694 11.953709 10.836747 9.125668 8.614354 10.132680 4.614356 1.029418 9.156956 9.649000 7.819469 6.912034 11.026101 9.766357 10.006672 9.721263 9.055454 11.111541 6.967992 5.703702 11.328981 0.0089604 0.0089604 -0.2880400 -0.0115430 0.2789200 0.2584800 0.0000000 -0.0096976 -0.0053313 -0.0053313 -0.0053313 -0.0073213 0.0089604 0.0089604 0.0089604 0.0125840 -0.2880400 -0.2880400 -0.2880400 -0.2880400 -0.2880400 -0.0115430 -0.3083400 0.0042315 -0.0097013 -0.0097013 -0.0096976 -0.0103020 -0.2988000 0.000 0.000 0.000 0.000 0.282 0.282 0.000 -0.299 0.000 0.000 0.000 0.000 0.000 0.298 0.298 0.000 0.000 0.000 0.000 0.269 0.269 0.000 -0.303 0.000 0.000 -0.288 -0.288 0.000 0.000 0.279 0.279 -0.307 -0.307 0.258 0.258 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.282 0.282 0.000 -0.299 0.000 0.000 0.000 0.000 0.000 0.298 0.298 0.000 0.000 0.000 0.000 0.269 0.269 0.000 -0.303 0.000 0.000 -0.288 -0.288 0.000 0.000 0.279 0.279 -0.307 -0.307 0.258 0.258 0.000 0.000 0.000 0.000 0.000 0.000 9.494278 11.472681 13.230086 9.369242 7.130930 12.090988 4.801981 4.903863 8.876971 6.810752 11.796197 9.044045 8.283633 7.927882 7.759352 9.132680 11.769454 5.059139 10.297739 9.445837 8.398626 8.048426 9.992644 6.828134 6.521246 10.767484 13.891319 9.897700 10.049909 0.444455 8.317873 6.351319 9.071963 11.423497 10.314794 7.971906 10.137045 7.558171 8.685220 8.155236 7.599247 9.185896 7.488823 4.144870 8.868595 8.964066 13.640724 11.311708 11.637647 8.589954 9.212614 11.489165 14.354135 10.616857 12.129397 10.592270 3.251780 12.234778 7.521245 11.494958 9.324012 7.505125 8.547717 9.777585 11.199317 10.378857 3.444429 8.333172 13.975064 9.116855 10.531892 9.748210 10.652664 0.444455 10.197646 0.444455 11.993973 11.093191 10.521245 10.856470 10.750491 5.351321 9.109765 8.808564 9.378120 7.895640 11.833195 3.967989 13.500559 10.689982 9.639186 8.483540 9.628065 6.302410 NA 9.364782 7.658748 8.029392 9.923199 11.687901 11.752199 9.583981 2.766362 8.670841 6.967992 8.427423 11.263011 10.152651 5.887372 10.449352 7.583981 7.006672 9.354322 3.766362 10.622472 10.531229 NA 11.878275 11.330507 9.057298 10.132680 7.066481 9.796473 11.359562 13.343959 8.620129 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 1 1 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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10.4780261 10.0597826 7.7015615 -1.3375210 10.2687889 10.6639209 8.9445730 7.6933099 6.9664235 NA 10.0113710 8.1322848 10.3421229 -0.3373387 6.3421227 8.5452858 3.8325660 10.0592476 9.9387673 7.1343185 10.4902753 12.2506547 9.8225141 11.1459548 10.8956633 16.0684574 -1.3375210 8.3734494 9.6356227 4.5206234 7.7501060 8.1179703 7.9913178 2.4606901 11.2846947 10.8638479 9.7008759 9.1614919 2.8325660 3.9105696 9.9732557 8.5299217 8.0047177 8.6919302 9.8998528 10.3181736 7.2846946 13.6599988 -0.3373387 -1.3375210 4.8123904 10.7374533 7.2662693 8.6626427 10.6867436 1.9845529 4.0889048 9.6919300 7.1014347 10.5804699 8.5143918 10.7084025 8.1544961 NA 5.2018024 NA 11.2625557 8.1117914 9.6988165 2.9105792 9.4464595 7.5018467 7.9845711 10.9001516 8.5740349 2.2475934 7.7097669 3.9480495 8.8300610 -1.3375210 NA 8.6499068 9.4899856 9.9076012 8.5604884 10.2888082 10.1719230 10.6770121 0.9845529 9.9743912 7.4108355 9.0013792 2.8697530 10.0152380 4.5933777 -0.3373387 8.2992676 13.9332667 3.9105696 8.2883516 12.1660959 9.5627549 4.3350687 6.8818114 10.7158899 10.6208331 9.4057941 11.2438435 11.6589045 11.0300576 8.9468887 7.8938639 11.1141116 11.0730942 9.2094892 5.9755247 0.2475630 0.2475630 NA 8.7314212 9.9749586 9.7711674 8.1464587 10.3451503 12.1862048 5.5574591 9.4740176 6.8425515 12.6378639 9.9463101 9.0762707 5.9200312 11.1182269 12.6228258 11.4675805 9.1174356 3.0307069 10.3850235 9.7029326 11.7376205 9.2056748 9.9111635 8.9538135 9.2258391 9.0506600 1.9845529 8.6780578 6.6110100 7.7097669 11.5414601 10.9092053 8.0078929 4.5695336 11.4913744 8.9153082 11.0875964 8.1424231 10.2424302 10.1773569 11.8029934 9.8932638 7.0069387 -1.3375210 8.9777925 7.0889080 9.9170810 9.2447848 10.9731307 9.2653417 7.5513860 10.4112551 8.3973525 2.6626385 8.9969160 2.9105792 6.5513253 3.9845711 0.9845529 10.1974321 7.7944997 6.6794505 10.2075735 6.3136939 -1.3375210 11.0105410 10.6622906 11.1161707 10.9206199 7.8986570 8.4308272 6.5068780 10.8687415 12.2267923 10.9158994 10.0635222 11.1984042 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2.5695397 13.2227965 12.3666545 8.6226449 7.7745611 9.9046260 3.5206234 0.9845529 9.8092115 9.2919995 9.4266851 9.7540783 11.0297846 11.2305989 11.6950330 0.2475630 9.2550999 8.3262012 8.8225141 10.5360870 9.6139276 1.4699901 10.0431039 8.3118990 7.4241940 9.7711674 6.1940240 11.5414601 11.0844447 NA 12.8403738 12.2232145 10.5395435 10.4112551 7.9935595 10.3447596 10.2196278 11.3122381 10.8581073 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 2 NA 4 3 1 6 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 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11.4376300 10.2572050 9.0649623 5.7664468 9.2168940 9.4592880 9.5592821 7.9400117 4.2162531 NA -0.9129446 9.7353247 10.0638890 4.5132317 7.6202968 2.7874116 9.7222317 9.3769858 10.9625244 7.1009871 1.7873907 9.8547377 9.1817046 5.4620065 10.4644486 4.1093355 10.2007092 -0.9129446 8.9938575 11.6768522 2.3348829 10.0939943 9.9383256 8.5319818 -0.9129446 10.9795838 10.3482157 9.4370719 8.2556390 5.6026677 -0.3280726 9.2878656 8.2162502 10.0095514 2.0869536 5.4706703 9.3203890 1.4088749 8.9976097 9.6822244 3.9449521 11.3123010 15.6692707 9.1072524 9.8033578 9.3187882 15.2578407 NA 9.1368156 9.9604111 5.2059086 8.2417849 7.0642470 2.7308138 1.5065004 11.6916361 10.5024447 10.6970690 7.1849993 1.9938555 4.5947635 9.5692708 9.1340910 8.8518387 9.9561753 10.0429801 10.3941678 7.0177048 13.4730652 -0.3280726 -1.9132162 5.4878465 10.3924588 7.6812918 9.5611799 10.6477775 0.4089292 NA 9.2531301 7.6719295 10.5955021 9.2872525 11.6972998 7.5463983 -1.9132162 4.9573296 -0.9129446 11.8751755 7.7398117 10.0440691 5.4178829 12.8704768 8.7353245 8.0911873 10.9170860 9.2890909 0.8942939 7.2493581 2.4792823 10.3961591 4.1093355 2.9449521 8.6738069 10.7817602 11.5098202 8.2903152 11.8021783 9.5883067 10.3229812 5.5627003 9.7474087 8.8543239 8.7839346 4.0177082 10.3717911 7.1121069 -0.3280726 5.5868128 13.6694030 6.5381781 6.1313611 10.2026610 9.5273171 3.7016821 6.6105288 10.1863148 11.3390410 10.9550178 12.2435241 11.9529370 11.0941695 7.6549231 7.9433928 12.6651628 10.5111332 8.4732930 4.4792823 3.5464006 -1.9132162 NA 11.3081009 9.6415558 10.4717507 7.2188238 9.1908645 11.1953281 2.8418524 9.8059279 9.3758331 11.1866435 11.4251462 10.0599468 6.4133961 11.4535624 11.0298480 10.3720802 9.2413485 8.2565913 9.6124878 11.4185837 12.4926403 9.5267979 11.2786431 11.4110069 11.6844377 9.2562658 3.8943230 8.2149611 9.6738067 8.5371473 10.9621404 13.4533780 7.3620209 2.4792823 10.9375446 9.3764096 11.5595309 6.9007485 9.9055492 10.5576259 11.7675463 10.5540630 5.2964207 -1.9132162 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8.7514142 8.2854119 9.2039607 12.7605521 9.2994633 13.0165953 6.0153972 10.9751395 9.8518387 14.7685760 11.0722753 13.6793364 11.0195508 -0.9129446 9.6728685 10.5249791 11.1951647 10.1984287 10.0599468 9.7025966 9.1530562 9.9496044 11.4031057 6.6831574 5.0411641 13.8688095 11.1887786 10.5319818 6.3630922 9.8813829 4.2367146 11.8407061 -1.9132162 11.9346116 11.1732326 11.4035314 11.0747639 11.2441560 4.3907502 11.6137107 8.8584563 8.8967350 6.5987195 12.7481706 1.6719274 13.6131911 11.4882465 9.2568920 8.1828254 11.0417086 2.8418524 -0.9129446 10.9204501 10.2309878 10.1238274 9.6401162 10.4630924 10.8339011 9.2136715 0.4089292 11.1606065 8.0599468 9.5267979 11.5443479 9.5116582 1.6719274 9.1238276 5.8418549 8.0642470 10.4717507 9.1935300 10.9621404 10.1932028 -0.9129446 12.3928862 12.9842453 10.6549231 11.1579265 6.5868128 11.6059889 9.8050717 10.2527785 10.2718021 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 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4.0881246 9.7595893 9.2188027 8.1168721 9.0634611 10.0850634 10.4908824 7.3113887 13.1337209 2.8493388 0.7904384 6.5977978 10.0300412 8.2402790 9.1406452 11.1228523 2.2929290 -1.7943573 10.2600845 8.5092608 10.5164962 8.3628271 10.6541127 7.7523746 NA 5.9469460 1.5274207 11.3951503 8.3166160 10.2240281 4.9334027 10.6707915 8.6020849 7.9469472 11.0238626 9.0827643 3.2054864 8.4616890 4.8493388 9.1560360 -1.7943573 NA 8.5913424 9.7295320 10.2962542 8.7610279 11.0051665 9.4786930 10.6401083 5.2607634 9.8867186 7.9884785 8.9968141 4.9334027 10.3514123 5.0634598 NA 8.1984185 13.3780639 6.4051517 9.2822957 10.7932577 8.6159316 4.7600666 7.1683763 10.8515888 11.3437520 9.7805467 11.9847891 11.4373104 10.5663272 10.1618563 9.0383701 9.1523865 10.2859646 8.2529450 6.2444000 2.9603634 0.7904384 -1.7943573 9.9749048 10.7814920 10.0696663 7.8511387 9.7090774 9.1123707 6.1243426 9.2702229 6.6401090 11.9581744 8.1421183 9.3953047 6.3244218 11.8088747 11.9075446 11.2714011 8.8804140 3.1012635 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8.443968 8.777233 11.816736 7.091176 10.713523 10.108985 8.473437 9.306320 9.546120 7.127321 7.075845 10.929568 12.327176 10.7453659 10.6554025 -0.2095616 9.0486160 8.3488636 10.3299246 9.7137702 11.5799763 9.5690674 9.9011434 8.5934976 10.0240624 7.3061428 9.8407449 9.3469487 6.2167071 6.1243426 8.8574287 9.4908824 13.3393047 10.7930233 13.1376026 6.6974138 11.7366179 11.1589491 15.5194880 12.3855447 13.3330715 11.1375103 3.5274082 10.9782071 10.0638498 11.3775951 9.5228928 9.3953047 9.6201654 9.7993381 11.6427120 11.6350164 6.0942234 6.3087686 13.7475556 10.8107282 10.1067241 7.2222887 9.4002369 NA 11.3861664 -1.7943573 12.6243210 11.4891430 10.6738497 11.3000527 10.1643954 7.1683763 7.9653682 9.0919389 9.5166607 5.8919805 12.8045893 2.2054864 12.9871472 13.2563916 9.0812296 8.6787494 9.8229476 5.8421039 -0.7946075 9.5663273 8.4270672 9.4191919 10.1354782 10.8102650 12.3373371 11.1950521 2.3754009 10.0896507 6.9024475 9.0688922 11.7538204 10.0804615 3.7290415 10.3240968 8.2809591 8.7781803 10.0696663 6.3087686 11.4511814 11.1730667 NA 12.7031449 12.1596765 9.9641198 10.6130135 7.3678716 10.3884951 10.5143880 11.3551034 10.6424597 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 1 NA 1 2 2 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7.03055790 1.69666157 11.02308711 10.13475641 6.95404505 9.67441457 3.24097064 11.11310329 -1.88843446 7.99891588 11.57112671 2.81212852 10.82271669 9.94300236 8.06443614 0.11169907 10.63126993 10.08475379 8.91743892 8.07747962 6.37378913 1.11169907 9.85274063 8.93665384 10.25826380 0.11169907 6.23581703 8.37613755 3.63525522 10.13544945 10.52638030 8.01407014 11.73838976 16.02706685 9.94379389 11.23646266 10.76027743 15.55681506 NA 9.01933691 9.54162480 5.45154413 7.66244194 7.75374692 7.31626614 2.42277122 11.15455144 10.59626627 11.12554114 8.74922552 3.24097064 4.28161666 9.34111470 8.53375995 7.94458499 9.57368600 9.55929506 10.36701880 7.17778428 12.69759655 0.43360046 0.69661707 6.61552076 10.26175963 8.22283064 9.06807126 10.46235810 3.53795451 -1.88843446 10.57087055 7.54214737 9.57421279 7.98821204 10.65230749 7.55670990 NA 2.50401014 -0.88843446 11.50923607 8.36317765 10.06297988 2.81212852 10.37173255 7.42230786 7.47801724 11.00632341 9.17711128 3.72640619 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-1.933463 8.562660 7.967672 10.366299 9.419952 11.978759 9.267704 9.364868 8.690632 9.364295 7.528285 6.111198 8.756803 5.066804 5.450509 8.872549 10.612011 13.892435 9.880987 13.524859 5.951404 7.393234 9.991618 15.549700 11.961528 14.437169 11.175003 0.651775 10.067157 11.155593 11.043011 9.721889 9.858375 9.205717 9.998281 10.191896 11.244225 4.509747 5.055491 13.691367 11.593182 9.681975 7.178097 8.225415 NA 11.533519 NA 12.366514 11.611881 11.086048 10.695934 10.157910 6.170093 6.696162 8.315918 10.220040 5.089172 12.900752 3.066813 14.614242 13.194517 8.782767 9.593339 10.472212 4.111198 NA 9.656924 7.576580 9.840768 9.849803 10.698891 10.853687 10.615145 2.459117 10.095056 6.659262 8.898904 11.448618 10.195766 2.066813 9.813319 8.413319 7.602080 9.756366 4.236730 11.360420 10.464747 NA 12.033220 12.527261 10.022818 10.349025 7.484658 10.933504 10.540003 10.689147 10.802272 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 1 NA 6 2 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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-1.64520935 6.72556258 9.40676348 -0.64520935 10.63274334 9.41489512 6.83465560 10.36188107 13.37750269 9.65694250 11.38450711 10.26626675 16.37017006 -1.64520935 8.70249617 9.84070414 4.83061027 6.96220543 8.15253634 6.10306745 2.11189934 11.50953468 11.45389378 10.38519708 9.36260292 3.35487526 3.96958338 9.63969885 7.75361857 8.17505397 9.18301128 9.73857904 10.60901765 7.40744283 13.72671949 0.35490346 -0.64520935 2.81430431 10.36924399 7.71900953 8.80402354 10.62136857 5.55454588 4.65865708 8.36190211 6.57404397 10.92286890 6.75575419 11.18993831 8.48157908 NA 2.26177150 -0.06009644 12.18637997 7.97692665 9.70138860 4.21285723 9.03611316 8.79366671 8.09465518 10.78113952 8.58008215 3.60280129 8.50080683 3.60280129 9.16705203 NA 3.05531715 8.31921553 9.88771778 10.46535815 8.17025809 9.93371913 9.27671579 10.43135636 -1.64520935 10.03127264 8.39516436 9.99608660 2.35487526 9.90754387 6.09634198 NA 7.77061633 13.84747910 1.93982836 10.19840329 13.13146205 9.06223399 3.96958338 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11.390361 4.399267 5.789502 14.209850 11.580082 8.864650 6.991499 9.137054 NA 11.232351 NA 12.781598 11.061345 10.800924 10.7168186 10.1614244 5.5046204 7.7642659 8.9933106 8.9398372 5.2003631 12.9855867 2.5247909 14.0539049 12.1502042 8.3786291 9.5035674 10.3793219 5.9094635 0.3549035 8.4982580 7.7013883 9.2042799 9.7471922 11.1644420 11.5139577 10.8945183 1.1622100 9.4647054 8.3378685 9.0457457 11.1716584 9.6952814 1.5248159 10.1242994 9.7884603 7.5764617 9.1630345 4.6216592 11.1435932 11.2798728 -1.6452094 12.8254066 12.4460622 10.7764137 9.4310224 7.5247995 10.9442919 11.5623468 11.4538888 10.9314253 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 1 NA 1 2 2 1 2 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 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2.30614556 9.69100070 8.02678844 8.19853590 9.23451545 9.99730695 10.60535311 7.39077601 13.60187577 1.20658071 -1.60077421 3.48671437 10.44910303 7.63287382 8.91889066 10.79049805 3.89110806 NA 10.36756131 7.54900142 10.42439402 8.32406711 10.41501802 8.02861114 NA 3.68466167 -0.01581171 12.13322311 8.51819559 9.76284177 2.30614556 8.95767523 8.05746598 7.68234294 10.93039222 8.84943481 4.30614556 7.93063623 4.35345033 8.73464493 -0.60077421 NA 8.43405354 9.18634084 10.35780720 8.49465161 10.92941695 9.90704913 10.61509080 0.98418829 10.14198500 8.66954982 9.03874893 4.09969075 9.82026737 8.17239350 -1.60077421 8.84323392 13.66281714 5.44364975 11.74285664 12.40663222 8.97668326 4.09969075 7.20982569 10.89060659 10.95695755 10.01672195 11.09709087 11.17942104 10.92770864 9.41606280 7.40206981 10.32814296 10.81631586 9.11489040 2.85867730 0.39922579 -1.60077421 -1.60077421 9.36936048 10.94059315 9.46803279 8.24003235 10.34154907 8.01764024 5.41048018 9.57355612 9.77429389 11.79853243 9.46264950 8.77754925 5.97668440 11.40347496 12.53496379 11.26537430 9.30277485 3.20506402 10.44433153 9.85971041 11.88558676 9.04220875 10.64123767 9.74964119 9.27269859 10.51592332 1.20658071 9.58969646 6.66604075 8.63885291 11.20620682 10.83866725 7.88844007 3.48671437 11.46332359 9.07697402 10.95120303 8.72005508 10.18838052 10.22421324 12.13650185 9.57480410 6.31214418 -0.60077421 9.03315784 6.87903425 9.57105672 8.87092966 10.70520790 8.87802424 8.05389059 10.15288918 8.28495084 0.39922579 6.68465606 2.92282580 3.44364643 4.12717102 -1.60077421 10.60748882 7.13734675 6.90308046 10.81261270 7.06373697 -0.60077421 10.75046984 10.68754383 11.35435948 11.78767549 7.96340418 8.89802389 6.56043678 10.65516826 11.74812096 10.67246733 10.14828591 11.36124676 -1.60077421 7.76338900 1.20658071 9.90407354 9.15330679 9.27269859 9.48870499 12.51250831 14.72169323 3.44364643 11.55628556 9.84582089 NA 3.51985637 7.75240139 0.72115389 NA 7.24787721 7.56917966 15.02930828 10.75185524 8.30313641 9.69731703 9.63047573 11.61114282 8.64242866 8.94604274 10.83674652 1.85869719 3.04311699 9.37867960 9.75184980 7.52078838 4.44364643 11.11971255 10.07521158 11.46382887 9.99544424 7.72568391 11.09077994 7.28189758 5.77455516 10.22620011 0.00069327 0.00138680 0.00805670 -0.00843850 0.74291000 -0.02821800 0.01056400 -0.00286580 0.00624810 0.00624810 0.00624810 -0.00256910 0.01321300 0.00069327 0.00138680 0.03834700 -0.77685000 -0.77685000 0.02918400 0.01684500 -0.00119780 -0.00843850 -0.00362520 0.01056400 0.00819590 0.00819590 -0.00194670 -0.00512270 0.01474900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.781068 11.653693 12.483399 10.336628 9.666626 11.485557 3.443646 2.922826 7.512996 5.353450 12.573868 8.693416 5.721181 8.063008 8.374157 8.831797 11.743412 7.278838 10.818425 7.982337 8.630476 8.402435 9.748049 7.864821 7.225803 10.982807 13.266195 10.00750935 10.71638444 NA 8.82131926 7.15747730 10.16661139 10.24826857 11.40312374 9.39925442 9.25723555 7.24474438 9.64183320 6.92673126 7.44637866 8.92770864 5.67537843 5.63765951 9.65782058 9.40277248 13.18945025 10.41257715 12.21673786 7.69136875 11.19123130 9.80492783 15.92621215 11.44654883 13.79719648 10.96911012 -0.01581171 11.13565645 10.72540307 10.85971041 9.51169396 8.77754925 9.17239375 9.73854780 10.39183881 11.48638581 4.48671437 5.96910904 14.21686352 10.98186692 9.51364747 6.46534437 9.43474101 -0.60077421 11.52531364 -1.60077421 12.77599039 11.47837922 11.00589103 10.8886007 10.2470949 6.1608053 6.9500017 9.1707440 9.5685532 7.0927413 12.5985994 2.5691751 14.1240881 12.2987059 8.5616458 9.3192352 9.7110029 3.8911081 0.3992258 9.4188452 7.8586860 9.0619228 10.1356565 11.1007776 11.2826615 10.7713033 0.9841883 10.5710568 8.0857550 8.7391045 11.7614723 10.1343874 2.9228258 9.7312910 6.3707972 8.8658409 9.4680328 5.2194319 11.2062068 10.8762538 NA 12.8690235 12.5089219 10.4589369 10.1528892 7.6352690 10.6507369 10.4972866 11.9892169 10.7835634 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 1 NA 6 2 1 1 3 1 2 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 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0.01070300 0.00180300 0.00180300 -0.00747200 0.00458000 0.00833510 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.798863 11.459679 11.889352 10.690191 10.249525 10.851331 4.239894 3.120601 7.587381 5.228399 13.227498 8.484348 7.705560 9.040669 8.409401 9.412363 11.912546 7.486618 10.914116 10.411410 8.744415 8.966589 9.655475 8.202195 7.368525 10.752966 15.106868 11.093725 10.702707 NA 9.033280 7.760468 10.513507 9.999863 11.543532 9.856941 9.659221 8.510543 9.985424 7.440035 7.422488 9.168003 6.437542 7.609130 8.308376 8.975143 14.937939 10.286717 12.382854 6.142444 10.754970 12.298790 15.390822 12.341017 14.123267 11.252543 2.069977 10.327359 11.237568 10.665894 9.465352 9.216085 8.993086 9.847579 11.371631 11.523093 5.391898 5.983714 14.018647 11.042951 9.800805 8.030801 9.386737 1.432532 11.449349 -1.737447 12.915965 11.536416 11.340266 11.2582066 10.2124428 7.1205966 8.1452592 9.1903941 9.1725093 6.0108089 13.1389129 2.1695082 13.9147888 12.9050627 8.9879825 8.9281207 10.0158329 5.4817833 -0.1524841 9.7454241 7.9028611 9.1918745 10.1743601 11.1538302 12.2631443 11.3796098 1.5845296 9.9015044 8.0057677 8.9226121 11.7610913 10.1356757 3.6549281 10.1642372 8.7484455 8.6190681 10.3046174 7.0699706 11.3337432 10.9903239 0.5845777 12.9974315 12.0353430 10.1604615 10.4527494 7.4866178 9.9252844 12.5463556 11.2153209 10.5038306 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 6 2 3 4 3 2 4 3 0 0 0 0 0 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9.1119267 9.9808686 11.5069449 11.8870445 10.9717291 2.2868516 10.3844726 8.4129542 8.9384493 11.2961359 9.7762305 2.8343269 10.2261988 5.3006509 10.1192488 9.2997925 4.7563295 10.8349265 11.3209039 -1.4134994 12.9295916 12.6566107 10.4929208 10.0585890 7.8319589 10.9337505 10.2184923 11.2929602 10.0768959 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 3 5 2 3 4 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 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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8.1915271 4.4791400 6.9839319 4.7932456 8.2583710 1.8546340 NA 8.8319285 9.8926530 9.5411491 8.1369650 9.6748277 10.0485845 10.3769032 5.4595103 9.5837028 10.2975921 8.3003535 2.0770379 9.8602732 4.3989660 1.5916315 6.3989694 13.7953904 5.1765781 5.8088458 12.2585483 10.8213944 3.9701266 7.0178785 9.6403735 10.7219274 10.4791395 10.7655411 10.9984569 11.3461677 10.2633321 7.6006028 10.0551386 10.6006030 9.8752952 NA 2.5916076 NA -0.7302487 10.5734668 9.7655412 9.5469735 8.5317811 11.3070855 9.6896463 5.7774802 9.0145199 7.9135423 12.3027649 9.2696861 8.4270329 6.1523295 11.1488865 13.3547436 11.0457079 9.7263588 4.3167033 10.5182067 9.5469735 12.3770667 9.3384643 9.5211685 9.2892768 9.5539318 6.1400506 3.4396098 7.0898646 7.8953947 7.7615393 10.7615392 9.7478996 7.0387961 5.5364726 10.6864836 9.0077783 10.5446466 6.9561868 10.3617825 9.9657843 11.5083894 9.9561866 8.5643069 NA 9.0060882 6.3031086 9.5994824 8.5057004 11.3849672 9.4791394 7.6577036 10.2114673 5.5364726 3.7932508 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11.156526 12.248754 10.638193 2.854654 11.167532 10.051865 10.653930 8.359799 8.427033 8.534129 10.465673 9.404112 10.902227 4.439610 6.777480 14.231290 10.115960 10.122996 8.244101 10.549877 4.077038 10.754509 NA 12.344998 11.374170 10.695951 10.8862349 10.6409182 4.8546490 6.5643065 8.9770452 9.0834674 6.9278976 12.4651891 3.4396098 12.7417423 12.0828661 9.0411756 8.4726917 10.0237384 4.7932456 0.8546340 10.9407849 8.4644428 9.1930135 9.7157355 11.9716423 10.9873625 13.1599504 -0.7302487 8.8069047 7.3782107 8.8242749 11.6922765 9.2195129 2.2696915 10.0810608 6.9976063 9.9984570 9.5469735 7.6139817 10.7615392 10.3079192 1.8546340 12.7376737 12.5269266 10.3465018 10.2114673 7.8395414 11.0149403 10.7665399 10.9587057 9.5529712 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 1 1 1 2 2 3 2 3 NA NA 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.2963060 2.9778844 -0.1919857 9.6565866 7.6056254 8.3721133 9.2947988 9.7923822 10.5574141 6.4803895 13.4871689 NA -1.1919857 5.1117450 10.6620529 7.3663843 9.0606292 10.5324775 6.4661752 -1.1919857 9.5578332 6.8901122 10.4049547 7.3548585 10.5835740 8.4336726 NA 5.2002807 NA 12.5099199 7.3702061 9.5273525 5.2673935 8.6040035 8.6023797 7.5392829 10.4171424 8.5273527 3.5628530 6.7737485 2.1298765 9.1862586 -0.1919857 NA 8.3529280 9.1764701 10.8434502 8.3038186 9.0945214 9.5040618 10.3102983 NA 10.2488328 8.6249475 9.6408537 1.9779027 9.5066684 4.9977892 NA 7.8023173 14.1225823 2.7148609 8.1321444 12.0835063 9.5426732 4.8079628 6.9423902 11.2995663 10.8058488 9.9013813 10.3172438 11.4408453 11.0726995 7.5827509 7.9059958 10.5252117 11.0134515 9.1337862 5.2509085 NA NA NA 8.4208323 9.9596146 9.1489265 8.0629921 10.1041515 15.2546755 3.7148499 9.7171068 9.4162184 12.2378934 10.7530417 8.5443656 4.8303314 10.7016444 12.1487874 11.0791349 9.2422374 5.3872040 10.4603606 9.7409166 11.9120710 8.9741269 10.4755188 9.7512111 8.8713589 10.0307586 2.1298765 9.1895066 5.8847786 8.1720984 11.3312806 12.4384333 9.0336892 4.7852419 11.6217449 8.7952276 10.8530407 7.7534073 10.1533690 10.0433796 11.8779169 9.6337175 7.1433536 NA 8.8261639 6.6217442 9.4473044 8.5728351 10.5771404 9.2342285 6.8901122 9.6837131 7.4152939 1.9779027 6.0747495 2.7148609 5.7852445 4.0558898 -1.1919857 10.5995336 8.1276359 6.9728707 10.7401600 5.2673935 NA 10.8261638 10.5490093 11.1394405 10.3442109 8.5511149 8.3451821 6.1676249 10.7073206 11.0811765 10.8181421 10.1770157 10.9259314 NA 7.1916683 -1.1919857 9.9810162 8.5443656 9.0805934 9.2077757 12.8985724 14.2496435 3.1298929 11.1868004 10.3519622 NA 3.6659498 8.2215915 0.3929768 -1.1919857 5.8523585 7.1699070 14.0858685 11.0448748 7.4152939 8.7118456 8.8967520 11.6676926 7.4518202 8.7031450 11.0803019 2.5084033 0.3929768 9.7497449 9.9340228 7.0886876 4.4803879 11.0971181 9.4732997 11.4377756 8.7504782 7.7621601 9.9760090 7.6249475 3.7783558 10.0523276 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9.0451737 8.9891160 8.3074108 9.8134198 8.4354978 8.0174170 10.7994855 13.1462126 9.8980761 10.5515359 NA 8.5645199 6.8247717 10.1660654 10.5744926 11.4088058 10.1528144 9.1467000 6.6783283 8.7766304 5.9164886 6.1117450 9.0100875 6.1117450 3.3315189 8.4643885 8.8177924 13.3426921 8.9190993 11.5940291 5.1347508 8.3948035 11.8443090 15.8077766 11.1589029 14.0508401 10.5252117 -0.1919857 10.6974677 10.8195404 9.2571122 8.2342283 8.5443656 9.4979616 9.9990229 9.2927866 11.5441542 2.2673860 4.8303314 14.3433733 11.0904730 9.2796389 6.6408537 9.4927122 NA 11.4983982 NA 12.6554126 10.9697191 10.8723696 10.7031602 10.2226489 4.8523585 6.4226737 8.9423899 8.1851743 7.3816113 12.8541439 3.2002846 14.2533019 11.8759022 8.1589030 9.7217506 10.0301548 3.6153221 0.3929768 9.7186063 8.5273527 9.4400500 9.6031916 11.2213272 11.1497605 11.2852160 -1.1919857 9.4625998 8.6023797 8.6752426 11.4572199 9.6015671 2.8079731 9.6760145 7.1478134 8.1544774 9.1489265 4.7148554 11.3312806 10.8503070 NA 13.2610414 12.6175309 11.0403846 9.6837131 7.9602487 10.2136371 9.8700099 11.2363526 10.2238164 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 70.53.0 NA NA 3 3 4 3 3 4 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 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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11.1672611 7.0310919 0.3237736 10.3754649 11.6192834 9.2170341 8.0618248 4.6456613 2.3237447 9.7841886 9.1165228 10.6546495 0.3237736 7.3010123 9.4032174 4.4530171 10.4164897 5.8315277 4.3681258 10.3876938 11.5279980 9.4530156 10.2017836 10.1778218 16.2286024 0.3237736 6.6183532 10.5011521 4.6812862 6.7160498 9.1246324 8.2245994 2.5080229 10.8145835 11.8546266 10.2772016 9.8325177 3.9675929 2.4936473 10.5543535 8.4581589 8.7331235 7.7994662 10.3688096 10.0302286 6.9161900 14.4041338 3.7160471 -0.6762264 0.9086592 10.9416591 5.6635837 8.3898219 11.0865298 2.6456556 NA 7.3010123 6.5036413 11.4207771 8.5380515 10.7682299 9.0154761 NA 8.9783687 0.3237736 10.4753835 8.4555894 10.7892990 3.7160471 9.7020274 9.8897867 8.3571556 11.3783369 7.7415850 3.2306181 6.5621371 5.3237339 8.5834758 NA 0.9086592 9.7214072 10.0456862 9.7288741 8.5404784 8.9512664 10.2566855 10.2873512 3.7160471 10.0752767 9.5573523 8.6324358 0.3237736 10.1439116 3.7831633 3.5716647 6.0379774 14.2878929 6.4217653 3.4111957 7.2779290 11.0537781 4.8155857 8.1310873 10.4178102 10.0761132 10.3674435 9.7964234 11.2474315 11.8907380 9.7224763 9.3599061 8.6922392 11.6380326 10.0232443 2.3237447 0.9086592 NA 2.4936473 10.0559001 5.9384434 8.5951956 9.1971766 10.2645453 7.7625242 5.5135571 9.5135571 6.3124165 13.0950157 8.4348684 8.2336259 6.4836046 10.2343753 14.3154316 13.2235615 10.3052999 3.3505397 10.9774733 9.5609425 12.7376249 9.0276362 8.4243947 10.5017749 10.5811204 7.7031111 NA 8.3844285 6.3010132 7.5135571 10.7117499 12.7568329 8.3951412 3.0241778 10.4472074 7.7331238 10.3681267 7.5086077 11.0520783 9.4747491 11.3038722 11.0525035 8.8492534 NA 7.8115725 5.9961582 11.0773672 8.1723555 12.0006747 9.6068210 8.8744795 9.8667644 8.1246326 1.9086976 3.8472954 2.4936473 2.7831633 2.7831633 1.6456556 8.8433690 5.3898215 7.3735812 11.3770306 7.5361073 1.6456556 11.2746529 10.8080520 11.0575953 11.9768016 6.6635823 6.9655673 5.8224625 9.7635635 10.1222043 11.2541003 8.8551139 10.5519501 1.3237159 9.4058816 NA 10.1660830 7.5998571 10.0388366 10.4263645 11.6515659 12.3879701 6.4217653 8.5110845 9.8512096 NA 4.1817148 7.0852834 2.4936473 0.9086592 5.7499981 7.7457973 13.8367199 10.7415957 6.8859745 8.4683907 10.3342607 10.6172042 7.6900546 9.0481272 10.1684383 8.5834758 1.3237159 10.7780319 8.5234047 7.3293568 10.8200871 11.0802889 9.2381176 10.7928656 9.2141945 8.1597831 10.4703013 5.0516549 2.7633478 11.9772495 0.00917050 0.00917050 0.45216000 -0.00290910 0.00055459 0.16415000 0.31402000 -0.13220000 -0.05415100 -0.05415100 -0.05415100 -0.05415100 0.00917050 0.00917050 0.00917050 -0.01505400 -0.32356000 -0.32356000 -0.32356000 -0.00401620 0.46519000 -0.00290910 -0.32846000 -0.31436000 -0.30979000 -0.30979000 -0.13220000 0.00013863 -0.31389000 -0.132 -0.132 0.000 0.000 0.000 0.000 0.000 -0.314 -0.207 0.000 0.000 0.000 0.000 -0.188 -0.188 0.000 0.000 0.000 0.000 0.000 0.000 -0.309 0.000 0.000 0.000 -0.320 0.452 0.000 0.000 0.000 0.000 -0.326 -0.326 0.164 0.164 0.000 0.314 -0.310 -0.310 0.000 0.000 -0.132 -0.132 0.000 0.000 0.000 0.000 0.000 -0.314 -0.207 0.000 0.000 0.000 0.000 -0.188 -0.188 0.000 0.000 0.000 0.000 0.000 0.000 -0.309 0.000 0.000 0.000 -0.320 0.452 0.000 0.000 0.000 0.000 -0.326 -0.326 0.164 0.164 0.000 0.314 -0.310 -0.310 0.000 0.000 9.221578 12.222145 10.553152 10.394524 7.685677 11.509847 3.323730 5.609134 9.464562 7.498659 12.931641 10.133485 13.023847 9.618698 7.045652 6.758360 8.656888 5.230622 9.559747 11.101810 7.599857 8.189311 10.283590 7.272100 5.766677 11.769265 11.844106 10.0559001 10.0516531 NA 8.5011521 6.1566231 9.0516530 11.6826584 11.9471569 9.3626516 9.9143196 6.4322563 10.1863699 7.3681266 9.2981471 10.2048466 7.2002493 5.3898215 7.7457973 8.0952219 12.8062885 9.7531393 13.7607694 8.3658845 12.5546537 10.6856763 15.1931578 11.3640223 13.6303640 10.4961601 4.5331833 11.4108639 7.2063756 12.3111743 7.8035131 8.2336259 8.7974385 10.9217851 10.3674435 10.8575490 2.6456556 7.8195877 14.6638810 10.2742885 10.4446184 6.9086952 10.3803703 3.3237303 10.0482464 0.3237736 12.6756380 11.2464545 9.7790597 10.5555538 10.4607237 6.2185506 7.5621371 9.1502812 9.9702913 7.6275135 11.2959729 1.9086976 12.7188650 12.8108189 9.7770033 7.8448225 10.2283672 6.0241734 1.6456556 9.7095950 7.3293568 9.6524074 9.2720706 11.3928466 12.0702469 10.7594029 0.9086592 10.2742885 8.5621375 8.9457844 9.8265644 9.7852120 3.7831633 10.0508022 9.4658396 6.0919177 8.5951956 6.4530154 10.7117499 9.6546495 NA 12.6899182 13.9263155 10.4085410 9.8667644 7.9494416 12.2058024 10.2735592 12.2431323 9.7264888 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 1 3 3 4 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 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4.18304181 8.76958828 10.18126397 5.36138237 6.69000496 10.67826852 12.02009159 9.77825310 9.98496567 12.27385354 1.74248056 10.72016088 7.08993558 10.06825941 10.76245986 8.17829137 8.32528611 6.84200833 8.69167339 9.41388683 13.08438796 8.11751168 6.01193166 -0.06491748 NA 10.00389537 9.72301974 5.67658336 7.54244766 3.02258087 8.26379219 9.38323340 8.96854008 6.85398068 0.93508252 11.61679482 9.54337195 9.57716878 11.19779931 8.96302321 11.12401504 1.52009533 8.14943620 10.71360501 3.45868385 11.87451270 10.09876680 7.46259388 -0.06491748 9.84125612 10.74364295 9.74005478 7.41085071 5.76800696 -1.06491748 9.18066979 8.27496699 10.58572019 1.25707098 6.35297034 8.59867524 2.10504106 9.68498665 8.80085041 5.67658336 10.04820812 15.00433613 9.16873679 10.93441256 10.69625278 15.37733173 NA 8.18778259 9.37909673 4.02258087 8.42897272 8.88348427 7.96302321 2.39454158 11.35980835 10.94459589 9.52195685 9.23432527 3.57897493 1.25707098 9.40577607 8.55716881 8.23661316 9.43894297 10.00456698 10.28273852 6.25704457 13.28322285 2.25704080 NA 2.10504106 10.59422111 7.02257976 8.87028210 11.10660671 1.74248056 0.52004502 8.99985995 8.06440003 11.13530463 8.98224095 10.51537569 8.61283681 NA 8.92805551 -1.06491748 11.38864499 7.67320942 9.76483992 4.91239598 9.03577950 8.59867524 7.45867893 10.16693834 8.04102554 2.39454158 7.53503037 3.57897493 8.58796199 0.52004502 NA 8.91096526 8.83144945 11.16663838 8.44489230 8.87175496 10.08549915 10.03906065 2.25704080 10.59644994 6.57897342 8.60577321 2.93512025 9.47621378 0.93508252 NA 8.29266903 14.96940028 4.54982932 9.93229656 10.32797113 9.53316968 5.00120775 6.47427541 11.52148787 10.33599656 9.90522302 10.38735834 11.61068834 11.28578013 8.17113125 9.17710032 9.60665819 11.17113131 9.21231155 5.31015832 1.52009533 NA NA 9.34238496 8.87028210 8.88494372 8.40882308 10.29915878 6.56447420 4.32743588 10.16753807 5.71647791 12.49616639 9.74247214 8.36347730 4.84200833 10.83296262 12.76701814 11.67553038 9.55716901 3.20265280 10.87653160 9.55258457 12.06391705 9.32743453 9.90162267 9.79076438 9.95748502 9.73763353 2.39454158 9.06311137 6.70990404 7.81776010 11.30852612 10.59043763 7.61639078 3.25704080 11.36739804 8.20424393 10.85807310 8.32313449 10.48249368 9.70495494 12.34887728 9.94284523 8.71647688 NA 7.82081335 5.74247248 9.91311246 8.39044457 11.16783785 9.24459360 7.76166558 9.79542816 6.81776010 0.52004502 8.39249818 2.10504106 3.69000356 4.02258087 1.52009533 10.11066665 7.30580458 7.00657967 11.27832510 6.01193166 -0.06491748 10.61459722 10.92095906 11.03643630 10.15972189 8.21124149 7.03314875 6.63805211 10.77471459 11.95175137 10.87763169 9.77116755 10.79037497 NA 8.10002415 NA 9.60930933 9.15186313 9.67742667 9.80162333 13.48128816 14.78784171 4.74246978 11.27552364 10.51018361 -1.06491748 5.48970669 7.69000496 1.25707098 NA 5.37806071 7.41893287 14.24327839 10.40272271 7.11004267 8.60930952 8.48778618 12.40208578 7.66982686 9.10517991 11.12679332 3.52008275 2.39454158 9.29815676 9.15186313 7.04885956 6.93511671 11.18423057 8.80548175 11.09624900 10.06568768 9.24913384 10.71770589 7.93511730 3.52187992 10.78060718 0.0030522 0.0030522 -0.0038225 -0.0102320 0.4759800 0.4716900 -0.0040162 -0.0060904 0.0094491 0.0094491 0.0094491 0.0094491 0.0030522 0.0030522 0.0030522 0.0093098 -0.5093900 -0.5093900 -0.0008316 -0.0008316 -0.0008316 -0.0102320 -0.0040162 -0.0040162 -0.0275350 -0.0275350 -0.0060904 -0.0023553 -0.5007900 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 10.700403 12.113315 10.709904 10.290468 9.448845 11.643770 5.344509 3.257041 7.835984 3.635557 13.474639 9.510864 9.083594 10.409771 7.670707 8.082322 10.658351 7.726280 10.282739 10.198973 8.325286 9.019248 10.218171 8.035779 7.582576 11.484661 13.192137 10.617673 10.494972 NA 8.663038 7.001207 10.162131 10.420946 11.539439 9.727908 9.461616 6.173521 9.650221 6.124942 8.346628 9.121231 5.043642 6.011932 9.207747 8.489706 13.766127 8.373909 12.303896 7.116469 10.748498 11.081368 15.137605 11.115337 14.731816 10.364524 1.520095 10.109419 9.165138 9.785304 8.577169 8.363477 9.168737 10.268832 9.416917 11.230312 5.001208 4.663037 14.977987 10.513962 9.288264 6.394548 10.359808 -1.064917 11.314225 NA 12.911950 10.955823 10.748097 10.6782685 10.0682594 5.1830458 6.4664982 8.9547079 8.7695883 5.9685401 12.7700819 3.6900036 13.3513869 12.5290918 8.4567175 8.8462394 10.0018791 4.4897035 0.5200450 10.0553550 8.8702821 9.8885860 9.8695453 11.1372410 11.3687026 11.3247485 0.9350825 10.0861337 7.9152568 9.1711313 10.9019830 9.5771688 2.3945416 10.0258912 8.4664987 9.4916232 8.8849437 6.2838459 11.3085261 11.2004392 NA 13.8020097 12.7153493 10.5803252 9.7954282 7.9602568 10.9985122 10.7201609 11.5523780 9.4246240 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 1 6 1 2 3 2 3 NA NA 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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5.0600560 11.1235420 -1.4477213 7.3531636 11.4844782 3.0116924 10.3576042 10.4387221 7.0481185 0.1372412 10.2188514 11.0044609 8.7580566 8.3867347 7.2175991 1.1372412 9.9311002 8.3788120 10.8093566 -1.4477213 6.2665092 8.9424324 2.0117103 8.4349063 8.7918619 5.9868910 12.9989778 13.5647134 9.7708267 11.0728821 10.2180435 15.6331330 NA 8.3466795 9.8428583 4.4830031 7.7321729 7.7519356 5.8831809 3.0920383 11.7110309 10.8402643 10.3772222 8.3004564 4.1669725 4.2527033 9.2970974 7.6994683 8.3104865 8.9753794 10.0899672 11.0560892 6.8514717 13.3916641 0.8742068 -1.4477213 6.5352567 10.4152882 7.9163978 8.6170064 11.3458668 -1.4477213 0.5522787 10.0704248 7.3237529 9.8515860 7.7690093 11.4604684 8.9785283 NA 0.8742068 NA 11.2784816 7.6892544 9.5801694 6.2596228 9.7039143 8.9837612 7.2104746 10.4032316 8.3121514 3.0116924 7.3237529 5.6183532 9.2500999 NA NA 8.3835708 9.0846195 11.2854907 9.0065628 10.5462632 9.7972218 10.6327479 1.1372412 11.5559570 9.6568623 9.6251063 3.4591562 10.1367562 5.3724437 NA 7.2387639 14.4934486 4.0758235 4.7221873 12.5151595 9.8219745 4.2527033 7.3883135 10.9076145 11.0355754 10.0274903 10.1770589 11.5329207 11.6841204 8.0340627 8.7519356 10.3724424 11.2321833 9.4579738 3.2527033 3.1961191 -0.4477213 NA 8.7519356 9.7265651 9.6522687 8.0797402 10.6753502 13.4569451 5.6183532 10.3507352 10.1678930 11.1383996 9.7702212 8.5252432 4.0441143 10.4349065 12.3302379 11.4320381 9.7234403 3.4896072 10.5519111 10.3204478 11.6154900 9.1230679 10.2861262 9.0491172 9.3458667 12.2814593 2.5522541 7.8628760 6.3004569 9.0350715 10.6085625 8.9139551 8.5437712 3.4102461 11.4694490 8.1315792 11.4949612 6.6607875 10.1423827 9.8196355 12.1954432 9.8353517 6.3466786 NA 7.7371385 6.8560445 9.5515589 7.8399760 10.1946491 9.2448790 7.1669735 10.2540031 7.5151597 1.8742068 7.2492310 4.8190499 3.1372248 4.9785297 0.1372412 10.3466793 6.6969216 6.4287806 9.8927034 4.8045492 -1.4477213 11.1114015 11.2095819 11.4057679 10.4774469 9.2291022 9.3212747 6.2251129 10.7870809 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11.718263 10.783785 10.7476356 10.3608255 6.2387639 7.3138145 8.9109146 8.9283890 6.4164496 12.8509604 2.3596055 14.5760395 12.4657139 7.9889749 8.7964251 10.6927737 5.4349051 0.1372412 9.7677965 8.8843000 9.5194896 9.6055106 11.2431345 12.2773101 10.9316418 0.1372412 9.5187690 4.8741920 9.3401661 11.1351111 10.0380928 4.0441143 10.0193594 7.0239384 7.0797408 9.6522687 5.1221177 10.6085625 11.0320437 NA 12.7787509 12.5272157 10.4755910 10.2540031 7.6737967 10.3543759 10.0249543 10.8261727 9.7234528 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 1 1 6 1 2 5 2 3 NA NA 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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9.0531434 2.7066190 6.0989480 10.3652873 12.6571854 10.4957555 9.9075281 11.8979972 3.7066300 8.7740639 8.3701878 10.2292111 11.2609786 7.6403201 7.5172009 6.2301915 8.4345498 9.1075090 12.1775425 7.3678376 6.6254926 -1.2933589 NA 10.1954738 10.3190373 5.9450341 8.1964777 2.2916036 8.3450654 9.7331530 8.8627127 5.6491441 -1.2933589 10.3948798 7.5953731 7.3028189 10.2798034 7.7700249 9.5481938 -1.2933589 7.8690207 10.7178567 3.2915888 9.9227690 10.3603703 7.2915916 -1.2933589 10.2506086 11.0346480 9.9527763 7.8333341 5.7940935 -1.2933589 9.6910480 9.0892534 11.3046820 2.5139960 6.6839098 10.6309224 1.0285692 10.9411476 8.1223714 5.0816677 10.6533311 10.3418942 9.8333340 11.6103231 9.8721647 16.8673676 NA 8.0597765 10.9731233 4.0641844 7.2301915 8.0397849 5.1660606 1.2916036 11.5254114 11.7879465 9.4986063 9.1557781 5.3065430 2.1660727 10.0189453 7.5521196 8.7847804 8.6867691 10.0962608 10.9810076 6.0989480 14.8248609 0.2916036 NA 3.7510245 11.0797666 7.4514634 9.1924588 10.7760793 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7.5614980 10.5556436 7.2457885 10.1675973 9.5497654 11.4232346 10.3088645 6.4480965 NA 7.6074960 6.1328935 10.2257743 9.6127684 11.2505289 9.5268085 7.0420194 9.7192541 8.4070693 -0.2933589 6.1495724 2.0285692 2.7066190 2.8765464 0.2916036 10.7157583 6.0553584 6.0816698 9.5252117 5.0446957 NA 11.6371821 11.1189347 11.0375464 11.2906525 9.7887785 8.0330590 6.8903640 9.7379862 10.6202669 11.1107066 9.9734161 11.5607187 0.7066411 8.6506095 -1.2933589 9.6462087 7.3286812 9.5268085 10.0734981 11.8127017 14.0325322 1.2916036 10.0951850 10.1302707 -0.2933589 4.7021145 7.2262657 1.0285692 NA 5.8046628 7.5646106 13.8532380 10.8840491 6.8307510 8.5692670 10.2779082 11.3102559 7.0903337 8.9914306 10.5626659 2.7066190 3.5139834 9.7967420 9.4472535 7.0012505 3.9160849 11.6828356 9.1793204 11.1456812 9.4079361 6.3065430 9.7002755 6.7066300 4.3504831 10.6090046 0.0034687 0.0034687 0.0026357 -0.0098948 0.0012481 -0.0094845 0.0000000 -0.0036011 -0.0275350 -0.0275350 -0.0275350 -0.0275350 0.0034687 0.0034687 0.0034687 0.5947600 -0.6507100 -0.6507100 -0.6507100 -0.6507100 0.0026357 -0.0098948 -0.0089899 0.0000000 0.0047190 0.0047190 -0.0036011 -0.0049844 -0.6246500 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 9.6924715 12.1480175 13.6796542 10.5572070 8.0081255 10.7338444 6.2535242 1.0285692 8.4814164 0.2916036 12.7622509 8.9270200 8.9342455 9.6299718 7.4517320 7.4945324 11.3525131 6.2990871 10.5067205 8.2321504 7.7700249 9.0149458 9.6075567 7.2573765 6.6373668 11.5636385 12.0632190 8.987400 10.258818 NA 8.120258 6.141257 9.497792 10.624747 11.033901 8.696734 9.290652 6.206475 10.257857 6.728998 7.037546 9.397501 5.783446 4.350483 7.966373 9.182363 12.318576 8.966373 12.857329 5.564485 8.802026 10.514387 16.587176 10.422591 12.899231 10.298619 -1.293359 11.048704 9.690336 10.976048 8.474814 8.068574 8.759197 10.254006 8.685340 11.141776 3.916085 6.190445 13.547599 11.854470 8.866501 9.049815 10.175762 -1.293359 10.466102 NA 12.848258 11.299311 10.616523 10.365287 10.229211 5.335987 5.954557 9.558379 8.548980 6.299087 12.028405 1.706641 14.670767 12.886228 7.799387 8.990019 10.966079 3.564610 -1.293359 8.654997 7.695314 9.120257 9.280277 10.951885 10.586978 10.231171 NA 9.177288 7.037546 8.776750 10.716808 9.690336 2.291604 10.476054 3.166057 7.683910 8.345065 2.613532 10.744176 10.789776 NA 12.480181 13.291827 11.336214 9.719254 7.241905 11.311183 9.900771 11.620329 10.085737 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 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9.8599896 9.5512699 17.2954822 -0.6859416 7.8609541 10.9074510 4.5619859 7.4939691 8.3391993 6.7652708 2.6359865 10.7466017 11.2039440 10.4889855 8.2884744 4.6716104 1.3140584 10.2841657 8.5476796 9.5948307 8.3828380 10.0781021 10.1797932 6.6449767 14.8612858 6.0283061 NA 3.3140584 10.7642401 6.0954202 8.4739314 11.4342977 2.7734900 NA 7.2506982 8.9470551 11.1269551 8.0248665 11.5219893 9.4714068 0.3140584 6.5808465 0.3140584 11.0338765 7.8376216 10.5866896 3.1214133 9.2314319 8.0622529 8.2653445 11.0179634 7.3693426 3.4839834 6.9579158 4.8990209 9.0970579 NA NA 9.4355934 9.7117344 9.5308056 7.9287694 9.1469499 9.5572339 10.7004613 NA 9.8386015 9.8366414 8.9139727 2.7734900 9.9802838 3.2209490 1.6359865 7.8178854 14.6412967 1.8990209 8.0888471 13.7225223 11.2877572 3.8990209 7.1905763 9.2119053 9.8877070 11.3502335 9.9315274 10.3826501 11.5545531 8.4914796 10.0462273 7.1967024 11.9884728 11.1277288 -0.6859416 6.2447976 0.3140584 -0.6859416 10.7085226 12.3715440 8.5308058 8.3419657 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10.9470551 7.2269487 9.1888415 9.5679074 4.5619859 3.1214133 11.1552311 8.9139727 7.1406079 10.6132679 11.4468809 9.0970579 11.6572456 8.5500741 9.4751917 10.0764419 6.3027449 4.7734900 11.9179180 0.165350 0.165350 0.442060 -0.058541 0.812010 -0.042233 0.122410 0.173920 0.000000 0.000000 0.000000 0.000000 0.122110 -0.415090 0.165350 -0.172720 -0.339870 -0.333990 0.523920 0.475120 0.475120 -0.058541 -0.419600 -0.733370 -0.390510 -0.390510 0.173920 -0.258330 -0.328780 0.174 0.174 0.000 0.000 0.399 0.399 -0.258 -0.329 -0.223 0.200 0.200 0.000 0.000 -0.104 -0.104 0.000 0.000 0.165 0.165 0.887 0.887 0.000 -0.152 -0.164 -0.164 0.475 0.475 0.000 0.000 0.797 0.797 -0.424 -0.424 0.000 0.000 -0.592 0.141 -0.391 -0.391 0.000 0.000 0.174 0.174 0.000 0.000 0.399 0.399 -0.258 -0.329 -0.223 0.200 0.200 0.000 0.000 -0.104 -0.104 0.000 0.000 0.165 0.165 0.887 0.887 0.000 -0.152 -0.164 -0.164 0.475 0.475 0.000 0.000 0.797 0.797 -0.424 -0.424 0.000 0.000 -0.592 0.141 -0.391 -0.391 0.000 0.000 9.721328 12.866849 11.396874 10.525340 7.314060 12.397373 4.706376 3.635987 8.078932 4.957915 13.464045 9.735767 14.376823 11.791477 6.648020 7.684747 10.777584 5.821856 9.848363 10.997054 7.954305 8.186088 11.183808 7.727688 6.913972 12.343520 11.845929 10.8193752 9.9370268 0.3140584 8.6155561 4.9864838 8.7978755 11.5732146 10.7128036 10.2035638 9.5643584 6.1469505 10.6880125 7.3252875 7.4587183 10.7678449 6.5038846 5.6539113 7.7486880 9.0040578 12.4775523 9.4536112 12.4430208 7.3171557 13.2578567 9.9452369 15.9851309 10.5235132 13.4059910 11.1556242 -0.6859416 11.1386209 6.8763021 11.7152060 8.4510508 7.7020771 8.0722832 10.5542549 9.4764512 10.3975391 7.3639087 7.2798446 14.7830437 10.6977642 10.3861924 6.4839850 10.1445750 3.7063758 10.0913152 NA 12.7653998 11.1362164 9.9642141 10.327383 10.135834 4.121413 7.680382 9.505119 9.131044 7.895260 11.400508 2.121413 12.645817 12.645537 8.667207 8.568120 10.931527 2.899021 NA 10.295627 7.458718 9.927849 9.031736 11.611549 11.398868 10.780646 1.314058 10.421931 8.807915 8.660574 9.625808 8.900900 2.773490 10.418659 6.380149 7.658356 8.530806 2.773490 10.624105 9.170485 NA 12.705169 13.721660 11.201661 9.867689 8.919539 11.826306 9.823835 11.005385 8.683526 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 1 1 1 2 2 3 2 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 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 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 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 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8.31162844 9.68604489 8.35812413 5.96437553 1.83883078 10.74272702 9.49575751 4.97932573 10.38644087 4.66481844 10.70303138 -1.62060084 7.24669215 10.99596242 2.96438015 9.94451574 10.34013963 6.91468889 0.37939916 10.96562948 10.96344826 8.89017762 7.33360978 5.12087859 0.37939916 9.58459596 7.75662437 10.67919400 -0.03563834 5.97932573 9.79409886 6.10733427 9.94594343 10.06722661 6.94546725 10.56354198 12.23943361 9.82804617 10.55807846 10.92413656 17.15405268 NA 8.64502862 9.15995331 3.58886452 7.23428192 8.07811824 6.16731577 0.70425227 11.65873396 11.45020541 9.84191590 8.49835460 5.09365736 3.18676993 9.86272553 8.36383207 8.67976615 9.18837768 9.61003450 10.86196947 6.33360978 14.37668129 4.05184190 -1.62060084 3.66481276 10.81976373 7.12760646 8.95306090 10.93016037 2.28628976 NA 8.49965139 8.06240832 10.10632136 9.13430104 10.91857243 9.09280021 NA 4.13430310 -0.03563834 11.92365358 7.92051007 9.54180501 1.83883078 9.50159439 8.45889830 8.28630408 11.27744805 8.38082164 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9.91468904 9.37093539 11.18179667 9.57355479 7.74354795 9.87226825 7.11073281 0.37939916 7.44010922 1.70132726 6.27398950 4.05184190 0.96436166 10.35919598 7.09709034 6.39064017 10.18859886 5.26474284 NA 11.51944450 11.00808696 10.91857243 10.81612511 8.17545324 7.81803887 5.51753082 10.11708345 10.99043836 11.19539725 9.81820540 11.00512247 -1.62060084 8.45355503 -1.62060084 9.78295825 7.29827707 9.45087596 9.89462059 12.53699737 14.54268981 1.70132726 10.98581882 10.19359546 2.62735002 5.53928601 9.18627745 0.96436166 -1.62060084 5.65553788 7.36525510 14.70528117 10.66047713 6.88323957 8.63797968 9.39761367 11.66928840 7.71480394 8.84171120 10.55527493 -0.62060084 1.54932416 10.18556034 9.82804617 7.39343422 5.54933957 11.54761558 9.59797673 11.32960492 9.20039032 8.11412336 10.16649992 7.32192809 3.79490448 10.34050152 -0.00485240 -0.00485240 0.00375110 0.00221300 0.00679810 0.00198720 0.01013900 -0.00443750 -0.46749000 -0.46749000 0.25589000 0.25589000 -0.01945800 -0.01945800 -0.00485240 0.00160620 -0.63103000 -0.63103000 -0.63103000 -0.63103000 0.00888570 0.00221300 0.00054828 0.00777200 -0.01918300 -0.01918300 -0.01131500 -0.01189300 -0.00360740 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.631 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.212 0.256 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.631 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.212 0.256 11.016265 11.835640 11.298091 10.859951 9.837307 11.378533 2.379427 2.079839 7.650877 2.286290 12.660184 8.748106 9.154201 9.039944 7.737427 8.295293 11.126558 7.620205 10.620801 9.055371 8.422441 8.743373 9.930632 7.824429 7.186769 11.718428 12.512877 9.6728853 10.2825423 NA 8.6249661 6.6368015 9.7641973 10.3270505 11.2356446 9.3609809 8.8541334 6.6178186 9.8140418 6.1343010 7.4073196 9.7760184 5.7544520 5.4128357 8.9568425 9.4905493 12.6271928 8.2091365 12.6538645 5.3550903 11.7710599 10.6000942 15.8494766 10.7967387 12.8101275 10.3839852 -0.6206008 11.0781182 9.1426261 9.4728311 8.4169605 8.5074078 8.7336631 10.3083021 9.4121481 11.4100807 2.5493488 5.9263079 14.2096490 11.5871906 9.6202050 5.6273413 10.8710162 -1.6206008 10.8747690 NA 12.9229892 10.9920448 10.9005232 10.7612269 10.0509546 4.0798559 6.0588944 8.8439594 8.1409647 7.5266182 12.7777511 -0.6206008 14.9808652 12.6006231 8.1393017 8.6962269 10.1656832 4.9492688 NA 9.1393017 8.5754008 9.2043723 9.3226610 11.2011875 11.2711973 11.0151317 0.7013273 9.2885567 7.8931413 8.7457358 10.7440955 9.5067632 1.1867541 10.2303817 8.3808216 9.4272192 8.6877525 5.4017806 11.0376251 10.8375638 NA 12.7276576 13.0341615 10.7903948 9.8722683 7.9378346 10.9584938 10.3204612 11.4203848 10.3941525 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 1 1 5 2 1 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.8885932 3.2406196 9.7849415 11.0553178 7.1475112 10.4384321 12.7978567 9.7878826 10.9649724 11.2053056 15.9334751 -0.1516825 8.9197658 9.9197658 4.8483024 8.0356558 8.2933185 8.1679755 2.9031540 11.2475815 10.8546296 9.6953609 8.9170817 3.3077345 3.5487449 9.8426569 8.4426280 8.1290743 8.5154152 9.7768219 10.2427662 7.0430601 13.8666341 -1.1516825 NA 3.8927019 10.7578216 7.3401563 8.7031720 10.8380528 3.4921608 NA 10.4588670 8.2724698 9.8948137 8.4257325 10.9756530 8.2912471 NA 4.6031931 NA 11.6994669 8.3056842 9.9923243 1.8483175 9.5074076 6.6492030 7.9801607 11.4806172 8.8483034 3.9357709 6.2058558 4.4028927 8.9237827 0.8483175 NA 9.1255909 9.3971255 10.5330522 8.5711110 10.7742288 10.0644430 10.6684825 4.4630142 10.2064053 7.8789705 8.6098547 2.4332533 10.0238530 4.8483024 NA 5.4776611 14.4100091 6.0182291 8.8720580 13.0455202 9.9891333 4.2058538 6.9980510 10.9824089 10.7690285 9.7140368 10.8111995 11.7282332 11.2695794 8.8775906 6.6748518 9.4482163 11.0037542 9.3400464 1.1702456 0.8483175 -1.1516825 -0.1516825 8.6780261 9.6772334 9.8706713 8.6015201 10.9860087 12.0186981 7.1881536 9.8348567 7.0819233 11.9969390 10.2534450 8.6811934 5.8926970 11.1267530 12.9209386 11.8198471 9.6459650 3.7047945 10.0100652 9.5321753 11.8602296 9.2964198 8.9304526 9.3260618 9.4730989 10.3551069 1.4332800 9.3077352 7.3321189 8.6937936 11.1560735 8.0461592 8.3291945 5.9463355 11.4980088 8.6098547 10.9234483 5.1520860 10.6259698 10.2666833 12.1286393 10.2146257 7.4593283 -0.1516825 9.0577568 6.8595311 9.1232640 8.1220991 10.9676824 9.2058555 7.0331785 10.4351433 4.5207302 2.7551867 9.7078383 0.8483175 3.8927019 4.6296655 4.8926970 10.0717019 8.0056504 7.7062846 11.1556381 5.2507191 NA 11.1984140 11.3396556 11.0160353 11.2044804 8.3835790 7.8643316 6.2949736 10.8465413 12.9075635 10.9591130 9.8734430 11.4937368 -1.1516825 8.2912471 -1.1516825 9.7812564 7.8369883 9.3087595 10.1406252 13.4856076 14.4300337 3.5487449 12.1838334 10.3481494 NA 4.4028927 7.6362063 -1.1516825 -1.1516825 6.6811934 7.1429239 13.8151694 10.0473747 7.6652869 9.1244279 9.3015742 13.1006733 7.9980505 8.9343735 11.1065751 1.4332800 2.8482974 9.7101659 9.6402804 7.2189913 4.3718655 11.3036307 9.2135325 11.3424091 9.4000119 8.1657160 10.9069717 7.3796851 4.7623913 10.6894747 0.0000000 0.0000000 -0.0201380 0.4938900 0.5588600 0.5232800 0.4539400 -0.0087146 0.0711300 0.0711300 0.0711300 0.0660860 0.0000000 0.0000000 0.0000000 -0.5547700 -0.5740400 -0.5431000 -0.0247920 -0.0247920 -0.0247920 0.4938900 -0.0361290 -0.1146900 -0.0102010 -0.0102010 -0.0087146 -0.0377620 0.0015255 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.432 0.509 0.509 0.543 0.000 0.525 0.525 -0.115 -0.115 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.432 0.509 0.509 0.543 0.000 0.525 0.525 -0.115 -0.115 0.000 0.000 0.000 0.000 11.377734 11.583648 12.138610 10.432796 9.734000 10.544402 2.655649 1.848317 7.352129 2.935761 13.948637 8.619380 9.758197 7.469623 8.046454 7.851119 11.017602 7.709391 10.805043 9.686720 8.493962 8.633396 9.576615 8.161186 7.569403 10.623091 12.244908 9.5539358 10.3556026 -0.1516825 8.9291211 7.0962313 9.7385677 10.3845508 11.7334279 11.0021722 9.3640033 7.1566423 10.8675467 6.5556628 6.7551947 9.5374279 7.6164878 7.1970319 9.6288432 8.5998474 12.4399427 9.2003469 11.6027735 5.0206311 8.8844770 11.2677370 15.7407870 11.5143055 14.2806170 10.6684825 1.6556724 10.6459650 10.8148090 10.0692864 8.8581321 8.6811934 8.9304526 10.3826064 9.2179008 11.4812964 3.8483075 5.6296626 14.6068435 10.8458359 9.5880842 7.5171883 9.8913308 NA 11.0671694 -1.1516825 12.3345100 11.4646203 10.9277883 11.088797 10.305684 5.257693 5.307735 9.441695 9.142924 7.244908 12.750666 2.170246 13.398208 12.650315 8.589771 9.054952 10.298484 2.307749 1.433280 9.909675 8.968542 9.705507 9.900872 11.162604 10.617728 12.590613 2.755187 9.440761 6.257695 9.166846 10.264045 10.074716 2.018242 9.961395 5.257693 8.545271 9.870671 6.197032 11.156074 10.441228 NA 13.055699 12.680402 10.641907 10.435143 7.925119 11.087902 9.854630 11.237771 9.871774 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 3 4 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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-1.2395661 10.2045815 9.7926476 4.7606042 8.4418403 3.2841587 9.0285589 9.8866611 9.5791841 5.8266908 1.3455667 11.7359126 9.2802381 8.6554198 11.0569446 7.9078070 10.7760170 4.7606042 8.7801926 10.9255089 4.1181520 12.1459251 10.3994904 7.2644276 NA 10.4369998 11.2413492 9.6629770 7.4679609 2.2200203 0.7606042 9.5934920 8.1952300 11.0791447 2.2200203 7.4471022 10.3586545 2.2200203 10.2378543 8.3549264 4.7148005 10.0488394 10.9761350 9.3586545 11.0700783 10.4714084 16.3108001 4.0085317 7.1868670 11.0147448 4.7148005 6.9797704 8.3642284 6.6794646 2.4610308 11.4614751 11.1104361 11.1900087 7.7464438 3.4044536 1.7606042 10.0494681 8.8730414 8.7967755 7.9553587 10.0197567 10.4479776 6.4817010 14.4365865 6.5998058 NA -1.2395661 10.9488817 7.0273885 8.4885222 11.4076106 NA -1.2395661 8.5823761 7.4851160 10.9051296 9.0666637 11.1800355 8.7492865 NA 6.4610423 1.0824982 9.8612644 7.8131700 10.4696858 5.0273885 9.1312893 7.9797704 8.2138726 11.1402511 8.4558302 2.4610308 7.6794653 4.8691262 8.9663953 1.3455667 1.0824982 8.4868201 9.6659889 10.0943164 8.3016988 9.9065341 9.6802102 10.7187921 0.3455099 10.3739310 10.3380308 9.2504901 2.2200203 9.8124907 3.1529135 1.3455667 6.5871504 14.3455058 1.0824982 2.5679591 10.9488817 10.3123102 4.8691262 8.0847823 10.6965036 10.1307444 10.5304398 10.2728486 11.1771356 11.5081656 8.4062603 10.1170540 7.7829700 11.4614751 10.1084004 -0.2393958 1.0824982 -1.2395661 NA 9.6309667 9.0273885 8.5154893 8.6928167 9.8545147 7.6154700 3.2200358 8.5791843 5.7718301 13.0896975 9.9349035 8.3567918 3.0825323 10.5209061 13.7347476 12.3377947 9.9090785 1.8915358 10.8661832 9.8645454 12.1265143 9.2231042 8.8808398 10.6332768 9.9448574 8.5386790 2.6674834 6.8158841 6.7774105 6.9305268 10.7998638 11.4987660 8.4007565 2.0825323 11.6599589 7.6584472 10.4003949 7.3266560 10.1604139 9.7328638 11.4199290 10.7335818 8.5204902 NA 8.2159290 6.4044587 11.1367273 9.0915190 11.1781407 9.5062762 7.6883797 10.1301994 9.6355834 -1.2395661 5.8266908 0.7606042 8.5353726 4.4330262 -0.2393958 10.1884385 4.4885214 6.4471031 9.3104828 7.5719126 1.0824982 10.9572041 11.0709307 10.5695661 10.9308400 9.8360811 7.1301988 6.2700598 9.8533592 10.7898892 10.9220488 9.8467382 9.8956699 -1.2395661 8.8898851 NA 9.7967755 9.8253447 9.7563692 10.0746186 13.6784402 13.2644277 3.8480670 9.9485725 10.0740519 2.8480570 3.0085227 8.3844833 0.3455099 NA 5.8691262 7.2604482 14.5981313 9.3502530 7.1952305 8.0273885 9.4731290 11.2439139 8.3266560 9.6255465 10.4791348 3.7147950 0.3455099 10.3099053 8.2958773 6.9553593 10.1263776 11.4497264 9.1443062 11.6137165 8.8691265 10.1416041 9.5550178 6.4953114 3.3729521 11.5619061 0.0000000 0.0000000 0.5044600 0.0126550 0.3406400 0.3595300 -0.0088526 -0.0217840 0.0125160 3.6569000 0.0051155 0.0127130 0.0000000 0.0000000 0.0000000 0.1832100 -0.3471700 -0.3471700 -0.3382500 -0.3279300 0.0174040 0.0126550 -0.3386000 -0.0088526 -0.3451500 -0.3452700 -0.0183530 -0.0135400 -0.1107700 0.000 0.000 0.000 0.000 0.322 0.322 0.000 -0.111 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11.170788 7.714798 11.447102 8.236335 8.356792 8.949191 10.424605 11.085907 11.135913 1.760604 5.910349 14.899543 11.084501 10.300730 6.211812 8.356792 -1.239566 10.678720 NA 13.350487 11.301444 10.400847 10.9879171 10.3356684 5.5287870 5.6309675 8.9516612 9.2978203 7.2159290 12.3262884 2.0825323 13.5898787 12.9935475 8.6294244 7.7817485 10.4179204 6.4610423 -0.2393958 9.5598835 8.1593456 9.4670981 9.0540735 11.1926218 11.7158886 10.3375586 1.5679348 9.5444187 8.2504500 9.4179204 9.7089692 9.2978203 1.9305103 10.5958629 9.5509505 7.7031166 8.5154893 5.2524535 10.7998638 10.6854144 1.5679348 12.7309775 13.0392692 10.9535112 10.1301994 7.6794653 11.5127735 10.4799908 10.6991414 9.8024390 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 3 1 3 3 1 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 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4.71808758 1.29454723 11.37724931 11.22101047 9.50537908 7.76072993 3.73720001 1.07423139 9.87351132 8.02259696 8.77928599 9.43763432 10.11634500 10.99433434 6.32215710 14.11791205 3.57672770 0.48923463 NA 10.93660872 7.46654719 9.22735939 11.46547325 NA 4.16169424 7.23073428 8.21036646 10.26323880 9.33397287 10.26980695 9.02551445 -1.51086815 10.04289641 2.48926033 12.01576641 7.33475686 9.93324671 3.24415640 8.98412277 8.52681415 7.25745102 10.74753871 8.41556306 3.07423139 7.83799558 4.61854995 9.41778544 NA NA 7.91553166 8.85121090 10.45973263 8.42884629 10.44091618 10.04625217 9.97459341 0.81122439 10.65197318 10.47297336 9.93635040 3.13311960 9.38862417 2.29663360 0.07423139 9.46439872 14.28088794 0.48923463 6.96904685 12.30914685 9.86539258 4.46654882 7.18275386 11.97660479 10.40850298 10.51336796 9.95176947 11.50733342 11.26980695 8.03808934 8.18797158 7.81794233 11.17991997 9.62171546 5.13312371 2.39615949 NA NA 9.41778544 10.13762468 7.54725856 8.64028362 10.41650442 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0.000 0.000 0.000 0.000 -0.736 -0.736 0.000 0.000 0.000 0.000 -0.754 -0.754 0.000 0.000 0.000 0.000 -0.754 -0.754 -0.211 -0.211 9.330832 12.206729 10.850663 10.649454 8.704800 12.177845 7.715679 2.659194 7.797606 6.334758 11.417786 8.925521 9.875669 10.204723 8.357102 7.997062 10.330438 5.855589 10.746066 11.014299 8.394654 9.396826 9.934841 7.774669 6.960943 12.374678 13.940993 9.5634087 10.5519879 -1.5108681 8.4962946 7.0128290 10.1875378 10.7671357 11.2905713 7.2966217 9.6491385 6.5925557 9.8528544 7.2574510 8.9050091 9.5654148 5.9970620 3.0742314 7.1827539 8.9332466 12.7192876 8.9527916 12.2191003 7.3970594 9.2599311 11.1568223 16.3612686 11.0796203 13.6644658 10.1537144 -0.5106626 11.3869235 7.5309260 11.3632879 8.4962946 7.5872990 9.7240846 10.3355411 10.5032876 11.3429666 1.8111833 5.7084356 15.0063541 11.0356794 9.3038497 6.8944091 10.6861766 NA 11.2412296 NA 12.8451000 11.2353553 10.9184123 10.6052862 10.1358259 6.3719108 7.6864837 9.1403188 8.4708345 5.9970620 11.8235363 0.8112244 13.3516139 13.1035169 8.1186240 8.2460237 10.2652889 4.8291189 NA 8.3764879 6.9650004 8.8089394 8.9578911 10.9776094 11.9480582 8.8975968 1.2966042 9.8778226 7.8379956 9.0371258 9.9394474 9.9791152 0.8112244 10.2636424 11.1301899 10.7102500 7.5472586 4.2966189 10.2107936 11.3882464 NA 13.0444554 12.3321085 10.8285604 9.8407586 8.2222824 10.5343442 10.6297774 11.8966465 9.9538078 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 1 1 1 2 2 3 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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7.9498273 9.0896676 6.2348442 9.0147963 9.0290705 10.6109861 7.7195928 6.1176078 -0.4445765 NA 10.1360943 10.2255784 4.9476802 7.2866834 2.3627224 8.3882546 9.8162843 8.3018789 7.0351455 2.6428171 10.9227795 9.2374815 5.1403288 11.0882077 5.1552756 10.0326170 NA 8.1252202 11.3874636 2.1403206 11.1769587 10.2989370 7.4592464 NA 10.8053137 10.9162694 9.1450158 7.6133563 5.1552756 -0.4445765 9.6481219 8.6599634 10.5891318 -0.4445765 5.4978806 9.3424510 2.4622618 10.2631552 11.0886944 6.0945232 11.8952078 11.3777364 9.7973478 10.3014592 10.5511318 16.7240026 NA 8.2713267 10.1965134 4.5553622 7.6560272 8.5022709 5.5997582 1.9030383 11.1677725 11.2068650 9.6762507 8.7648182 6.2968318 3.8772927 9.8699480 8.5008084 8.4727367 9.4956784 9.6756027 10.7889844 6.7202716 14.1473837 0.1403860 -1.4445765 6.0065763 10.5521913 7.3723479 8.9763777 11.1548127 4.3102529 NA 10.3518099 7.8361356 10.5927504 8.1737501 10.1856318 8.1233206 NA 2.8032890 -1.4445765 11.7123958 7.8361356 9.2392367 1.1403206 9.5963394 7.9040927 7.8545730 11.4435372 9.4357136 3.3102529 6.9941565 3.5997582 9.2108953 NA NA 8.6872217 9.2790257 10.5233114 8.7063814 10.7760453 9.7507370 10.1838103 NA 10.3144207 7.4071139 9.6448153 3.2558028 9.7599359 4.2558028 NA 9.2644485 13.7829055 1.3627224 7.3850876 12.6732513 9.2497226 3.9816335 6.9433822 10.6099690 11.0504703 9.7152360 10.1663896 11.2669156 10.8358455 7.9151145 8.0452125 11.2540694 10.8112785 9.1652268 6.4133453 1.7253049 NA NA 8.2171430 10.2484160 9.2198120 7.7841833 10.3524507 11.9193625 3.9816335 9.6514209 9.0432048 11.9156631 10.7550371 8.9347432 5.2418669 11.5874105 12.9460711 11.5676401 9.1874511 3.3487423 10.4652578 9.7352739 11.6360157 9.1992208 10.5714766 9.1919894 8.7708977 9.4418235 2.7252831 9.1947054 5.8772927 8.9260522 11.1910828 7.9871759 9.1451656 2.8772927 11.3493744 8.7841833 10.7525814 9.5160908 10.1501559 10.1824425 11.6712212 9.5326446 6.1099539 NA 9.5532499 7.1515544 9.8203938 9.1737503 10.6383919 9.1032233 7.5269084 10.0512198 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0.0022193 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.677 -0.677 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.696 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.655 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.677 -0.677 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.696 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.655 0.000 0.000 0.000 10.437626 11.600612 11.957977 10.450940 9.656027 11.753656 5.509560 2.014784 7.262723 3.642829 12.331798 8.903252 7.431882 9.019778 8.277814 8.262724 11.191536 7.055211 10.437626 8.370748 8.508106 8.590191 9.562497 8.177417 7.170074 11.189722 12.637098 9.5602874 10.4311141 NA 9.2453628 7.5832709 10.0666232 9.8642725 11.4090642 9.2277902 9.3060717 7.2696101 10.2348448 6.4133453 6.0945232 9.2866837 6.0065763 5.7051126 9.3819132 9.6910740 12.5710411 8.4241873 12.6007831 7.1337372 9.4516972 10.9255072 16.6749341 11.8679641 13.9020170 10.7104992 0.5553254 10.9892110 9.9249621 8.8291605 8.5095609 8.9347432 9.6560270 10.2326440 10.1166527 11.6239734 1.5553744 5.5553652 14.2749905 11.2093294 9.7427168 6.7985392 9.9889502 NA 11.6410031 -1.4445765 12.6545481 11.1890252 11.0039973 10.976641 10.053217 6.497879 6.255805 9.000380 8.684648 6.544049 12.636670 1.140321 14.315123 12.951970 7.983725 7.502271 9.937989 4.199225 NA 8.936908 8.195610 9.124271 9.859145 11.094039 11.280944 10.723410 1.140321 9.716497 8.224250 8.891871 10.806847 9.848836 1.555374 10.067117 3.014802 7.109954 9.219812 5.125221 11.191083 10.960240 NA 13.117846 12.348663 10.314837 10.051220 7.613356 10.709866 9.618760 11.505007 11.046757 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 1 2 6 2 1 1 1 2 NA NA 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 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9.15576719 9.50612129 10.02380812 7.60446946 9.38373755 11.05349199 5.77676990 8.77571397 7.30436045 11.63198350 10.02113975 9.09277907 5.75979500 11.15678061 13.01729531 11.09764207 8.82754056 3.18825848 10.21806296 9.75498602 11.55966182 9.39509001 10.04541703 9.02957270 9.59672386 9.84222838 4.21689715 7.55858908 8.24918078 8.97638397 11.16203854 7.82654213 8.36242035 4.33619768 11.20519033 8.67179933 11.36594373 9.05848887 9.87461625 10.06282005 11.73259729 9.83464991 6.64431922 NA 8.66952927 7.29555406 10.66668648 8.85177121 10.64979929 9.17109371 7.65123830 10.10206782 8.28669452 3.40330863 9.11046060 4.52884008 4.35688328 4.31311522 4.60684489 10.88419258 5.64431778 6.90194812 10.53820358 5.63708853 1.81835976 11.59627582 10.61541998 10.95696894 10.52445160 9.56715087 9.43973408 5.63587916 10.52821517 10.80289597 10.62394540 9.70099120 11.83667473 0.35895883 7.91158553 NA 10.06022293 7.84071562 8.96161523 9.51752610 14.48196681 13.89270243 -1.64115367 10.82065167 10.47396008 NA 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0.000 -0.458 0.000 0.000 0.000 0.000 0.000 -0.457 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.456 0.000 0.000 0.000 0.000 0.000 9.294818 11.455137 11.381111 10.767512 9.611582 10.684222 3.059355 2.818339 8.013553 4.265804 13.506042 8.965636 9.383364 9.195448 8.121182 8.892246 12.275542 6.093626 10.921397 10.743970 8.639687 8.469687 9.455981 7.090235 7.041911 10.701547 13.740966 10.096164 10.771751 -1.641154 8.885416 7.244613 9.965784 9.861748 11.223103 9.211446 9.776769 7.707645 10.480126 6.456949 9.560428 9.729604 6.707645 7.993728 7.755521 8.819372 13.421173 8.961615 13.165164 4.691623 11.733413 11.151097 15.730327 12.782886 13.321225 10.977073 1.528821 10.147635 9.963006 11.025362 8.724145 9.092779 9.258273 10.065412 11.305640 11.571563 3.818350 5.742621 14.308539 11.337806 9.785705 8.317469 10.224263 NA 11.236584 -1.641154 13.018912 11.126261 10.938232 11.11797238 10.30728370 5.84273250 6.83464928 8.97362620 8.84172441 6.68534591 12.72481918 0.68086442 14.24241890 13.52201573 8.43573193 8.01045258 9.89904448 5.10038481 0.35895883 9.98142586 7.66725563 9.49205867 9.61039888 10.95789944 12.92722887 11.44787029 1.68086442 10.35644878 7.19496660 8.77887647 11.46318757 9.50166166 3.05935528 10.58683313 6.67180004 6.86274273 10.02380812 6.05240285 11.16203854 11.03905619 -0.05619117 12.98736199 12.78544329 10.49942677 10.10206782 7.10375045 10.56226447 11.25316580 11.14564963 10.26543502 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 1 6 1 2 1 2 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.11806066 11.36884702 9.59712236 11.19414536 10.22817222 7.05752067 10.39686140 7.65646419 5.27891030 10.28688854 -0.0052610 -0.0052610 0.0216030 -0.6196800 0.6128100 0.0073609 0.0120970 -0.0033243 -0.1116800 -0.1179300 -0.1095900 -0.0923450 -0.0052610 -0.0052610 -0.0052610 0.0000000 -0.6366500 -0.6351000 -0.6351000 -0.6351000 0.0216030 -0.6196800 0.0183830 0.0120970 -0.6254100 -0.6254100 -0.0033243 0.0259520 -0.6315100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -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 0.000 0.000 0.000 0.000 0.000 -0.635 0.000 -0.624 -0.624 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.625 -0.625 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -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 0.000 0.000 0.000 0.000 0.000 -0.635 0.000 -0.624 -0.624 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.625 -0.625 0.000 0.000 9.973314 11.905875 12.673597 10.185036 9.210167 12.167985 6.467397 3.015694 8.393804 5.628677 11.471027 8.721629 11.343187 9.881546 8.215834 8.686461 11.357644 6.311941 10.374287 9.132808 8.135252 9.227674 9.806855 7.804754 7.010386 11.642268 13.237145 9.415072 10.435537 -1.071876 8.602430 7.375321 10.167836 10.405490 11.179128 7.436032 9.712054 7.783106 9.509438 7.568482 7.036762 9.808586 6.628677 4.572095 8.062664 9.695594 12.161857 9.631276 12.550747 7.287811 9.623466 11.114042 15.627498 11.311672 13.752798 10.998023 -1.071876 11.275582 10.403971 10.438507 8.861928 8.647626 9.311942 10.163055 11.000705 11.292098 1.250173 6.600662 14.158689 11.211904 9.453758 6.528151 10.223432 NA 11.093144 NA 12.796867 11.515745 11.210167 10.647198 10.186803 7.147405 7.391762 9.291277 8.892578 5.773727 12.443158 3.098167 14.370047 12.308157 7.709597 8.970280 10.298380 4.761126 NA 8.586449 7.276966 9.614738 9.850822 11.036435 12.201159 8.698075 1.735609 9.688957 8.478984 9.146195 11.258034 10.254667 4.015703 10.498567 3.176163 10.664216 8.654456 4.213643 10.586895 11.426837 NA 12.771668 12.806097 10.816981 10.274751 8.013046 11.009721 11.221996 12.152007 10.546774 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 1 1 6 2 2 3 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 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 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 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3.9722423 11.1861420 10.2141884 7.6308590 NA 10.9363408 10.3953564 9.3859881 7.7133212 6.1916850 NA 9.5886307 8.4447271 10.5691744 1.1649150 6.5082924 9.4502867 3.7009390 10.2869359 8.5241946 6.9304192 10.6335695 13.3131067 9.5734264 10.6478940 10.3338072 16.5620844 NA 8.5118412 10.3378119 4.2692202 7.4759514 8.1648843 6.4795814 3.2537019 11.7024911 10.9505003 9.8743129 8.9722394 4.9514806 4.1648828 9.4958013 8.0621250 8.5171485 8.6774272 9.7736936 10.6989927 6.6695045 13.6836851 0.8429386 NA 6.2941667 10.5835803 7.6078281 9.0166334 10.6635342 2.4279279 NA 8.1050510 6.4940075 9.9373706 8.3704333 10.3660281 8.3566839 NA 2.8429587 -0.1569810 12.0598537 7.7286525 9.4949050 3.4279145 9.1761115 7.6177437 7.9593001 10.5674702 8.4832011 0.8429386 7.2858997 3.7009390 8.4558249 NA NA 9.1179168 9.4109124 10.2812283 8.1894703 10.4958013 9.5011678 10.5717271 -1.1571418 10.0645434 8.1237272 9.9876973 3.1648828 9.6782172 5.3186892 -1.1571418 7.6275908 14.1075455 4.2692202 8.4668379 12.8924645 9.0837476 4.5978410 6.0908831 10.6349331 10.9307506 10.0807637 10.4881644 11.7341229 10.9563729 8.3388112 9.5606328 9.4382138 10.1955515 9.0090565 2.6503050 -0.1569810 -0.1569810 NA 8.6373722 9.9786656 9.2817481 7.7286525 9.9909434 13.8497207 5.1648828 9.4344787 5.5433969 12.1309572 10.5016141 9.0908839 4.9514806 11.2155493 12.9226077 11.0484441 9.0091571 4.3727780 10.2686967 9.4741334 11.8984082 9.1850310 10.8691339 9.3487678 8.8245235 10.0813611 2.5433969 7.3388112 7.0717745 8.4222721 11.6797957 10.8187863 9.5325350 4.7255994 11.5608469 8.8914432 10.8656709 8.8072973 10.0084914 10.2967413 11.8006025 9.4677516 6.7316992 NA 9.0414013 6.8316404 9.7978795 9.3328041 10.5498839 9.0979850 7.4051985 9.8928048 7.5011676 3.2352675 8.3207144 3.6503165 8.4811387 3.2352675 1.4279279 10.7887659 7.7795940 7.3704337 9.8805032 5.7151685 -1.1571418 10.6539295 10.5394892 10.8259498 10.4147089 8.5171485 8.8401359 5.9299945 10.9026388 11.5869492 10.9599500 10.1699474 11.3467820 1.6503050 7.9748132 -1.1571418 9.9882517 9.8597646 8.9566985 9.5759716 14.0260876 15.7048913 1.1649150 11.1589549 10.1473076 0.4279279 5.2179945 8.3487680 -1.1571418 NA 6.6758470 7.1828065 14.3270239 10.6734794 7.9090452 9.0717750 9.2502240 12.1238720 7.9540922 8.8312718 11.0988700 0.8429386 2.3023775 9.5649099 9.6045075 7.7040433 6.0524094 11.2117356 9.5802037 10.7198569 9.6607393 8.8928048 10.3075021 7.6915795 3.3677764 10.2565842 -0.00207840 -0.00207840 0.01056400 0.00411610 0.00666530 -0.00776940 0.00499690 -0.00788630 -0.01422800 -0.01422800 -0.01422800 -0.01422800 -0.01891800 -0.00207840 -0.00207840 0.00013863 -0.55066000 -0.55066000 -0.55066000 -0.55066000 0.01056400 0.00411610 -0.00553750 0.00388540 -0.00249380 0.00444110 -0.00815020 0.00652620 -0.00152430 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.074777 11.543179 11.468665 10.473223 9.693924 11.126913 3.972242 1.427928 7.584424 3.427915 12.926020 8.788415 5.012881 8.483888 8.183674 9.129514 12.046763 7.761820 10.923441 10.083151 8.972239 8.442628 9.938169 7.587790 7.076576 11.119953 13.326331 9.5338273 10.6710928 NA 8.9396715 7.0717745 10.4535198 10.0536277 11.0953261 9.5953369 8.8708622 7.0178818 9.7255994 6.0128815 7.6758463 9.1144193 5.6373726 7.5259506 7.7468381 9.6275912 13.3162815 9.1883616 11.5351359 5.8908431 8.3762860 11.2918469 15.8936871 11.6375752 13.3235572 10.4363474 0.8429386 10.4479728 10.6603398 9.7905932 8.9709505 9.0908839 9.3792035 10.2523472 10.1911312 11.7606976 3.5433969 5.7618198 14.3655179 11.1925139 9.0729767 6.9357131 9.7445774 NA 11.6333048 NA 12.8593293 11.0511754 11.2013328 10.781433 10.320209 5.909046 6.100345 8.921107 8.791323 5.146737 13.018732 2.650305 14.181867 11.982508 8.114419 9.193365 9.941646 5.217995 NA 9.182806 8.245968 9.155839 9.822382 11.408058 11.530988 11.328534 -1.157142 9.428858 8.348768 8.664730 11.121406 9.493110 2.164883 10.078372 9.911735 8.629226 9.281748 5.472312 11.679796 11.396826 NA 13.199202 12.475270 10.610313 9.892805 7.694705 10.801871 10.724070 11.381024 10.723688 TCGA-BP-5185 56 0 NA 1132 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 3 1 4 1 2 3 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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11.12318222 10.39427114 11.88674199 4.58588793 9.58588606 7.61445514 10.31162731 10.55949736 7.64246982 8.16119841 6.55673901 8.69022292 9.15634908 10.55305469 7.52699212 6.28187997 NA NA 10.75581110 9.97545293 4.33434659 7.94203001 2.94202649 8.00272558 9.85042253 9.46363043 5.98642459 NA 10.31598255 7.42584531 12.42231524 9.84591182 3.40146664 10.73237843 0.94200771 6.60024150 10.42382941 2.94202649 10.04793844 10.78438031 7.24581032 -0.05799229 10.29186402 10.93202041 8.80621610 7.23665046 6.00811932 1.52697021 8.60736583 8.06615110 10.94202993 -0.05799229 6.22743304 9.14170228 3.94202649 10.79065289 7.60736583 4.64247054 9.13182970 13.41383214 9.05577211 9.45575750 9.86980788 16.31727304 NA 7.77492012 9.83987537 4.52699525 7.73644590 9.40555421 5.58588493 2.52699525 11.29131116 11.80582902 9.44187580 8.34717133 6.15148340 4.69691747 10.45674394 7.09177704 8.51567698 8.72666470 10.35142085 10.62063003 5.46559252 13.80224398 1.94204526 -0.05799229 4.02949706 11.21524273 5.43388417 8.91069669 10.70274991 2.26396585 NA 7.04006172 7.00811932 8.83808984 8.38497322 10.50045064 9.51945876 NA 2.26396585 -0.05799229 11.25434567 8.40963532 9.82314397 4.46558926 8.83381355 9.40350932 7.95325709 10.60380806 6.69691747 2.94202649 6.78751997 3.64247054 8.43788479 NA 0.94200771 8.79689815 9.66824804 10.55857875 8.38497322 9.69189929 10.17325113 10.75981305 NA 10.48602839 11.97442011 9.18043458 -0.05799229 8.71021408 7.33434749 -0.05799229 8.60736583 14.59526689 2.74938409 6.36829517 14.51615036 11.98403124 2.52699525 6.87276721 11.10190124 10.06873435 11.18103172 9.89039714 10.74696763 12.16904412 7.41776308 7.11195462 10.41674993 11.37404979 9.74938493 3.40146664 -0.05799229 NA NA 9.10944806 9.68349698 7.71681672 8.86684247 11.66402197 12.78438027 4.40145981 10.27182622 6.93071487 11.86832594 10.12814413 6.22743304 4.40145981 10.22511825 12.56179139 11.79143504 10.79065289 3.89156500 11.45575755 9.45378259 13.93115830 8.52323065 9.29075798 8.65970625 9.19232833 10.24009247 NA 7.53448732 4.74938409 7.36829430 10.63464545 10.15172693 9.47370372 4.11195775 11.04597339 8.12690525 10.21232529 6.91931028 11.01884556 9.66483746 11.79767709 9.77333721 8.51567698 2.26396585 7.95325709 4.74938409 10.50236273 9.43588545 11.74753602 9.70025313 7.68349716 9.12442430 6.22743304 2.26396585 7.47341109 2.74938409 9.70181829 2.26396585 0.94200771 9.68012213 6.00811932 6.69691747 9.09937674 7.30133980 NA 11.26226636 10.89258585 10.86906710 11.65927793 8.15148340 6.17084843 4.95950588 10.33542039 11.28965133 11.50188499 9.38289914 10.38082175 -0.05799229 8.56773861 0.94200771 9.52323045 8.54936036 10.13678674 10.34504192 12.06808904 14.09312577 3.52699525 10.40146152 10.45772981 NA 4.52699525 7.72181489 NA -0.05799229 5.52699212 6.69691747 12.82123026 10.21115667 5.55673901 8.15634908 10.06226786 10.88600981 6.68349716 8.50427239 10.22047942 4.26395834 1.52697021 11.46999558 8.91644440 7.16119841 4.33434659 11.45427657 9.02417892 10.30944463 9.53484192 5.84892084 9.43988178 6.93071487 3.74938409 11.88344441 -0.0490910 -0.0490910 -0.5642900 0.0000000 0.4481600 -0.0781990 0.5175100 0.0749840 0.0345360 0.0660860 0.0660860 0.0660860 -0.1207900 -0.0290380 -0.0498300 0.4670700 -0.5920300 -0.5920300 -0.5920300 -0.5920300 -0.5920300 -0.0067375 -0.5928300 0.3924300 -0.0382560 -0.0382560 -0.2762700 -0.0253480 -0.1009200 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 10.37770020 12.23435156 12.59442678 10.02284743 7.06097148 12.05022765 1.52697021 -0.05799229 9.70690157 2.74938409 12.25491290 9.38294063 7.04006172 7.58790425 6.84530939 8.23204863 11.13986090 6.57138709 10.62063003 9.92074035 8.66312897 8.30063718 10.92763709 7.95883804 7.18043433 10.70441197 12.86980790 8.9864240 9.6834970 NA 8.3429094 5.3343466 8.9106967 12.6243662 10.4498245 9.1269052 8.8608933 5.8489208 9.5512088 6.4338825 6.7622093 9.6750453 6.3514216 5.4014632 7.8185470 8.3849732 12.1997124 9.5023628 11.4348845 7.1431740 6.1899570 10.5939785 15.6436342 10.1182031 13.4166231 9.9671695 NA 11.8212302 8.2134931 9.4096355 8.3127174 6.2274330 8.3973572 9.8353315 8.3471713 10.7242092 4.6424705 7.4966189 15.0092218 10.5930816 8.9164444 6.6699508 10.1923283 NA 10.6868638 0.9420077 12.2929691 10.2613182 9.7717527 9.23204887 10.31162731 3.26395083 7.60024150 9.59666592 7.94765447 7.90781423 11.16602559 1.94204526 13.52004875 11.39221018 8.22743208 8.39010488 10.25264273 2.26396585 NA 8.97545307 8.02949264 8.33863478 8.87572048 12.14476596 10.44187580 10.82543688 -0.05799229 9.08923489 7.39324114 8.11695574 9.57138652 8.30835223 1.94204526 9.80156465 9.92929392 6.43388250 7.71681672 5.11195357 10.63464545 9.97269710 NA 13.34863356 12.20059597 10.98163442 9.12442430 7.58588643 10.41978820 8.77175256 12.71712781 7.87264903 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 1 1 6 2 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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3.160968578 8.399020663 9.796788512 9.569102743 6.342720069 1.406101238 10.432951371 8.458650220 3.654011561 10.728855351 5.360279988 10.351160208 NA 8.083801604 11.297106337 3.213440607 10.037714000 10.290252632 7.709862692 -1.593789891 10.890895033 10.668996195 8.996669224 7.842793456 6.493544866 0.991027447 9.541791459 8.501479352 10.614926140 1.213440607 5.493544866 9.251572118 -1.593789891 10.448083465 11.333860142 6.493544866 11.241929301 13.787625122 9.893922166 10.452524088 10.184980691 16.588515322 NA 8.674039338 10.037714000 4.472169304 7.493544866 8.066077886 5.865513061 2.401575859 11.326435049 11.234020257 10.152596547 10.095643473 4.106524206 3.264055953 9.790865852 7.511990580 8.170953557 8.662290965 9.803222031 10.633397242 6.972136604 13.993566715 -1.593789891 NA 5.348597155 10.613401625 7.785460315 9.047230815 10.418008271 4.187443136 -0.594007640 9.010635517 8.431221784 10.434392311 6.422890609 10.478549812 8.165970208 NA 1.991027447 -1.593789891 12.439677232 7.985397963 9.460007967 3.106515831 9.186621880 8.598374883 8.106522113 11.383183165 9.564691780 2.493544866 6.857293064 3.832343205 9.386935720 -1.593789891 NA 8.926700723 9.737559006 10.486233488 8.460008172 10.948388624 9.721231658 10.428449998 -0.594007640 10.078949474 8.300899788 9.468128330 3.615534006 9.907421740 6.020791085 -1.593789891 7.913876736 13.567017163 3.406087629 8.768025818 13.214845281 8.578509689 3.929639526 6.929644259 9.851097027 11.198465792 10.267556865 10.833133053 11.234188914 10.888385955 8.676377434 8.400435462 10.430875576 10.771857772 8.725573827 3.991045593 1.213440607 0.406101238 -1.593789891 8.626460675 10.730544011 9.678711924 7.787625091 9.625165995 11.706434717 5.889896944 9.345661383 5.952976485 11.935146629 10.440881104 9.079391179 6.160970595 11.391034582 12.081377679 10.927682643 8.721039360 3.150787111 10.085122399 9.999473264 11.549943654 9.033615990 11.021941670 9.595289002 8.843834393 11.457291093 3.213440607 7.966414893 6.869606181 8.884851860 11.254118216 10.154853670 8.936907904 4.654011561 11.438300130 8.786543109 11.197041507 8.312972781 9.970231600 10.423238529 11.747878945 9.331636702 6.798399219 -1.593789891 9.165970459 7.092582739 9.724059998 9.226261172 10.921722914 8.856262419 7.679877666 10.229051306 7.743704125 3.865513061 9.189080292 5.300899788 2.493544866 4.213440607 -0.008972553 10.753980356 7.197245203 6.991044459 9.750322607 5.317054383 -1.593789891 11.056011937 10.599915538 11.139521232 10.821823957 8.822879571 9.204554027 6.700196937 11.075410155 11.985515978 10.765831741 10.128462766 11.849414289 -1.593789891 7.939411723 0.991027447 10.008780989 8.579759427 8.619186288 9.610041880 13.759849287 15.618901498 2.213440607 11.558050042 10.226261172 0.991027447 4.332084899 9.071657837 -0.594007640 -1.593789891 7.279526083 7.665825498 14.334253526 10.945022818 8.335340775 9.261729426 9.608818296 11.985280222 8.522426171 8.978175891 11.196430677 0.728051108 1.728007558 9.573500260 9.996201307 7.964502602 4.049935653 11.276254184 9.992921913 10.669644769 9.555194196 7.348596270 10.438816694 7.627669575 4.980185286 9.880802134 -0.00221680 -0.00221680 0.00861350 -0.00188070 0.00083195 0.02567100 0.00444110 -0.01326400 -0.01532900 -0.01532900 -0.01532900 -0.01532900 -0.00221680 -0.00221680 -0.00221680 -0.00124730 -0.61162000 -0.61162000 0.00861350 0.00861350 0.00861350 -0.00188070 0.00416320 -0.00897050 0.00027728 0.00027728 -0.01326400 0.00152550 0.00332990 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.029506 11.480056 8.981622 10.304306 9.603299 11.482731 2.798403 1.406101 7.351526 2.312985 12.492799 8.134904 6.428451 8.130801 8.263332 9.160135 12.088089 7.867562 10.931603 9.007853 8.961630 8.593001 9.226094 8.142484 7.422891 11.109337 12.890968 9.285665533 10.698116184 -0.594007640 8.903933950 7.242132772 10.244498227 9.919316244 11.199279046 9.824461903 9.441568549 7.273361094 9.828146959 6.348597155 6.718965705 8.830248351 6.106522113 7.428449789 8.246860284 9.130596045 12.890338652 9.572872999 12.580227635 5.591452033 8.890905062 11.265616980 15.965489138 11.864104217 12.957009276 10.888133779 0.406101238 11.010403762 11.286813589 9.773496951 8.938438123 9.079391179 9.328666626 10.125470945 9.566584008 11.618882513 3.615534006 6.160970595 13.692615382 11.290061828 9.073193630 7.160969586 9.584747020 -0.008972553 11.576633191 NA 12.462042398 11.427917560 11.172404005 11.0263020 10.3297811 6.1874412 5.9452401 8.6288771 8.6032988 5.7636347 12.8082102 2.6540001 15.2504569 12.4203642 8.2887254 8.8517697 9.8386241 4.9910456 NA 9.0846822 8.8655137 9.2246642 9.8700765 10.6992664 10.9520119 11.1603434 -0.5940076 10.4583105 6.2702692 8.8302484 11.1515464 9.9296441 3.1609686 9.9123897 8.6420965 7.6728687 9.6787119 6.0714173 11.2541182 11.0627305 NA 12.8861150 12.3843457 10.4408811 10.2290513 7.2515724 10.7249074 10.6952366 11.4966677 10.7871978 TCGA-BP-5187 54 0 NA 406 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 1 2 4 2 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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1.1255189 9.3766188 8.3087527 10.5192789 2.1255189 5.0000000 8.5489972 7.7402408 8.9563102 12.6595095 5.9668342 13.3280629 14.5164611 9.7717895 11.1146888 10.6005888 15.6762576 NA 8.4889355 10.5531930 4.5849625 8.1179973 8.1441948 8.0797274 1.1255189 11.4201516 10.8449197 11.1066224 8.6749948 2.7105034 3.3479207 9.1826201 8.8259707 7.4170854 9.4459553 8.9917795 10.3463123 6.9156081 13.3094764 4.4474602 0.5405233 7.2887609 10.8386309 8.7303930 9.2820355 10.6601580 1.1255189 2.8624911 9.4801476 7.7500216 10.0938617 7.6280314 11.1344263 8.2410083 NA 6.2820357 3.5405729 11.0498485 7.5849625 9.7316276 3.4474602 10.3559517 8.1880270 7.6595093 10.4459554 9.4293115 3.1255354 7.9371731 4.1255271 9.6517040 1.5405729 -0.4593775 8.2718874 8.9090749 10.1969933 8.1987800 10.0777868 9.3734583 10.1515931 2.3479207 10.2659346 7.6386003 9.5320902 4.1481939 10.0845669 4.0000000 NA 9.5958509 14.1135054 6.8714851 4.8624960 10.7979562 8.4594316 3.7104924 6.5849625 11.7837424 11.4239754 9.5808581 11.2174070 11.8005175 10.6253768 8.6039634 7.7054755 9.4353861 11.1584949 8.7514831 6.7789734 4.1255271 0.5405233 -0.4593775 9.7142455 10.6432002 9.4962183 7.7204775 9.9254493 7.2059047 4.9328880 9.2887611 5.4947644 12.4138202 9.9318120 9.1969933 5.2410088 11.7285390 12.1212980 10.8931636 8.7279205 3.8625010 10.4117035 10.1142155 10.5835957 9.5559835 11.1740178 9.6890449 8.6852268 8.0404141 -0.4593775 9.0102103 7.3671168 8.3153556 12.3724694 11.3191918 8.0471337 3.6280270 11.4470832 9.3333587 11.8271261 8.7789730 9.9907486 10.2837198 12.2405745 9.5447889 7.5739917 NA 8.9731104 7.0797269 9.5503970 9.3268380 10.5483456 9.2235630 7.5573764 10.5020181 9.3235667 1.8625109 10.2059043 1.5405729 2.8624911 4.7500222 2.8624911 11.0927571 8.1916199 6.6903151 10.9757177 6.9538577 -0.4593775 11.0005122 10.7524567 11.2887612 10.3805594 8.6801197 9.0463800 6.7983331 11.2204882 11.7491076 10.7129959 10.4683464 12.2908567 0.5405233 7.0404147 0.5405233 9.8073549 9.8328900 9.3860584 9.4323521 13.7845605 14.7659265 6.1699250 11.5753674 9.8726049 -0.4593775 3.6280270 8.6173841 NA 0.5405233 7.4594316 7.7402408 14.7890149 10.1525153 7.9751968 9.5278324 8.0951570 12.2937851 8.3414681 9.4071983 11.2054600 3.0000000 3.7884978 8.9025123 9.4564479 7.4414353 8.6903155 11.2036817 9.6788402 11.4694568 10.1635353 8.2921122 11.2357967 7.8073549 5.2090283 9.6839517 0.00159350 0.01042400 -0.44048000 0.00777830 0.33432000 -0.00110870 0.00000000 -0.00995650 -0.00484610 -0.00484610 -0.00484610 -0.00484610 0.00159350 0.00159350 0.01042400 0.00013863 -0.44048000 -0.44048000 -0.44048000 -0.44048000 -0.44048000 0.00777830 0.00448990 0.00000000 -0.05226100 -0.05226100 -0.01271300 -0.00083160 0.00208050 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.440 -0.440 0.000 0.000 0.334 0.334 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.440 -0.440 0.000 0.000 0.334 0.334 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.421682 11.619053 11.458686 10.694120 10.323567 11.826260 7.459432 2.710503 7.373459 4.064133 12.893577 8.992130 10.071950 11.533231 8.788970 9.502018 10.765173 6.110424 10.835189 10.572614 9.491853 8.917757 9.885962 7.477206 7.429311 11.524987 13.984289 10.5070738 10.6300189 1.1255189 8.4140125 7.9958954 11.1653639 10.0806964 11.2616676 10.1726548 9.3463123 8.1441948 9.8248141 6.9835124 6.9242721 9.4338700 6.1987790 7.3153552 8.5235620 9.9079832 13.8200339 9.1104241 12.4720446 6.1015892 12.0157952 12.3679111 15.1102460 11.7606444 14.0294127 10.9361025 -0.4593775 10.3938779 9.8591112 10.6595094 8.9264309 9.1969933 9.7067315 10.1432673 10.3876258 11.7961783 5.9835113 4.8624960 14.4923494 10.6627493 9.8658738 5.7884952 9.5489970 0.5405233 11.8469149 NA 12.9793602 12.0356639 11.5103146 11.1862268 10.1717454 6.7104938 6.4474585 9.1717455 9.6053112 6.9156081 13.1193786 3.5405729 14.0646203 13.4444502 8.3284707 9.3354227 9.9393121 4.0000000 -0.4593775 9.9101657 7.7451398 9.3137075 10.1615946 11.5196363 11.3231571 11.2152020 1.1255189 10.1889259 8.3797721 9.1142155 11.3535479 10.4170853 3.3479207 10.0314193 10.1635353 9.8305873 9.4962183 5.5629354 12.3724694 11.6223847 -0.4593775 13.1950925 11.6611303 10.2684888 10.5020181 8.3702912 10.4954917 11.3583515 11.0399758 10.5944671 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 1 3 3 1 3 1 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.24404029 11.03690213 12.03755660 9.00127813 11.34438846 11.62311880 2.17909697 9.11355153 9.81265369 10.22606509 10.76661553 8.36369893 8.65652354 5.77036128 9.05786179 9.14850912 14.59761913 7.61567819 6.47418941 -1.06884647 -2.06854386 10.14760002 9.56233421 5.36578701 6.94517810 3.95352600 8.80997451 9.21771493 9.12529852 7.97144699 3.99724724 11.75303084 9.59604883 8.79766347 11.02935384 3.39058515 11.52256270 -2.06854386 8.20728184 11.35335345 3.25308163 12.44599457 10.04912498 7.80306232 NA 10.33809299 10.43507494 8.68040665 7.58400189 5.22577621 0.93115353 9.93818447 8.81913934 10.39365956 -0.48378309 6.42300999 9.62013751 NA 9.88317036 9.74573969 5.77664621 12.58284636 11.35124906 9.29747941 11.21091293 10.54494666 16.11384741 NA 8.34689884 8.46448694 4.81380171 6.97007597 7.50290975 7.30184459 1.88444163 11.26961511 10.44636428 10.88553532 8.23379605 3.57500972 2.45472864 9.33096930 8.72557315 8.31053553 9.69395454 9.57049803 10.26598921 7.35111768 13.29488137 3.35742532 -1.06884647 5.15032408 10.25054714 7.91272470 8.89333035 10.93643087 -1.06884647 NA 11.06365697 7.14061099 10.59452186 9.58624064 11.17254458 8.10733060 NA 7.97418454 -2.06854386 11.17358707 6.84104976 9.49244528 3.10107853 10.90968896 8.59915560 7.62812470 9.83390919 9.03706588 2.68605224 8.38956380 4.51612234 9.53060532 NA NA 8.71742693 9.45422916 9.83126924 8.48862105 9.94552650 9.38442783 9.73043889 3.25308163 9.72962907 8.47322193 9.30360337 3.83804413 10.76206855 4.50101232 0.25314215 7.87952444 13.78741255 9.02126956 5.52361527 11.12868115 8.95837204 4.71251875 5.86189335 10.57117621 11.56472017 10.28457983 10.92851319 12.08390396 10.76562831 8.79766347 9.94098582 8.49911319 10.85467043 9.45646757 4.42301335 2.10107853 -0.06884647 -2.06854386 9.75849990 9.68687936 9.61853288 7.53848772 9.25093103 9.56778195 7.68102682 8.95352513 5.83804665 12.35447015 9.81647235 9.67767155 5.27988725 12.09614271 13.04102871 10.97776968 8.81510626 3.58077261 10.19852915 9.73246136 11.26277403 9.54724660 10.75929376 9.69801319 8.74172887 8.82673247 3.76404885 7.06814841 7.48190435 8.08217353 11.60214539 11.10750650 7.99801324 2.57502183 11.34438846 8.47031600 11.90189229 8.35111724 9.73326959 9.77232843 11.60048525 9.82370001 7.29529232 -2.06854386 8.61239563 7.49148997 10.24715589 8.60358258 10.75173911 8.87073644 8.16956178 10.35138065 8.95421842 1.25308163 6.45471878 4.81380171 4.73774083 4.19794400 -0.48378309 10.92321048 6.39876250 6.13572775 10.58322242 6.58686680 -2.06854386 11.31621075 10.33550056 11.12791303 10.48286552 8.24063346 9.53709510 5.66661175 10.59804692 10.82956966 10.31026479 9.91521956 12.07669143 NA 7.73205682 0.25314215 9.89585910 9.64969018 9.17492618 8.76483809 14.41155303 14.10692119 3.06044519 10.75909532 10.04782613 1.93115353 4.37410051 8.29037971 -0.06884647 -0.06884647 8.35322183 8.14426157 14.13922010 10.25591446 9.19969933 8.82142163 9.05269085 11.81761594 7.89549834 9.09415899 10.86908276 3.65907970 3.48574882 9.30402224 9.32722679 7.59826842 8.92409573 11.48538632 9.65737544 11.24020722 10.10389728 9.46789019 11.43287007 7.31917443 4.67383906 9.51424005 0.00763920 0.00763920 -0.00055444 0.00000000 0.49286000 -0.00940460 0.02006300 -0.00747200 -0.05536400 -0.04996500 -0.04996500 -0.05010000 0.00763920 0.00763920 0.00763920 -0.06859600 -0.56176000 -0.55025000 -0.55025000 -0.55025000 -0.00055444 0.00000000 -0.00332430 0.02006300 -0.53794000 -0.53794000 -0.00992390 0.00305220 -0.54290000 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 -0.550 -0.550 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.538 -0.538 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 -0.550 -0.550 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.538 -0.538 0.000 0.000 10.619189 11.629970 11.637977 10.160577 9.942035 11.732461 4.801521 2.018634 7.103585 4.725572 12.776598 8.811797 12.016796 10.086368 8.233042 9.433989 11.647119 6.034445 10.865770 9.769573 8.013306 9.099328 9.450440 7.847037 7.239496 11.263474 13.898519 11.335101 10.578166 1.631617 8.631597 8.141829 10.264033 10.064300 11.968704 9.163578 9.636358 8.439942 9.838799 7.075815 8.233796 9.641103 5.538489 5.795344 8.856712 9.917355 13.811243 9.120364 13.066867 6.543030 11.120055 11.166573 16.156854 12.402197 13.731375 11.482024 1.516116 10.584898 9.931157 11.488501 9.076452 9.677672 9.468861 9.894415 11.452512 11.615465 4.501012 5.271007 14.002649 11.085817 9.642394 6.284305 9.941685 -1.068846 11.519755 NA 12.803159 11.716201 11.247297 11.03690213 10.22606509 6.93115708 6.41497269 9.32936649 9.48382625 6.10108274 13.11155130 1.51611603 13.68958868 14.00680352 9.13817169 9.27537541 10.08439252 5.38236983 -0.06884647 9.47273795 7.15032611 9.55458156 9.90518104 10.44710338 12.22520355 10.85837962 1.39061266 9.79340709 8.57951470 8.85225421 11.81532777 10.10951088 2.83804413 10.05398519 6.25758585 9.55320900 9.61853288 4.01861637 11.60214539 11.37953173 NA 12.68432175 12.68714012 10.38494225 10.35138065 7.94935750 10.76266241 11.39990855 10.70669760 11.59588450 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 1 3 3 1 2 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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6.0218572 7.9348732 2.9697675 8.9855926 9.1537681 9.4960944 5.0320523 NA 10.2799796 8.4988540 5.0917591 9.9301105 6.6170148 9.4058669 -1.1177874 7.6371922 10.5107505 3.1302390 10.3106651 9.8365012 8.0547324 -1.1177874 10.3708330 10.7392828 8.7588218 7.8595851 5.2221554 0.4672795 9.1985865 8.6620242 10.4942519 -1.1177874 6.3169331 9.6463472 1.2042033 11.0547324 7.2789094 3.6896570 10.3895991 9.4672675 9.4263033 10.4859313 9.6710233 16.3916702 NA 8.1815131 10.8706346 4.5547300 7.5080134 8.0320523 5.9266992 2.1617910 12.0333215 11.3846395 10.2154603 8.6944822 3.3417296 1.6896570 9.5888010 8.3641044 9.1099210 9.8292112 10.1531843 10.9229372 6.4970151 13.7641837 -1.1177874 -1.1177874 4.8595870 10.6868394 7.2266010 9.1803674 10.6624346 -1.1177874 NA 8.0446963 7.9294289 10.0160700 7.9777018 11.3638522 9.0282371 NA 2.2042346 -1.1177874 11.4320896 7.9829673 10.1774999 2.3417296 9.7040790 8.0218561 7.9537675 10.6426091 8.1537678 1.6896570 8.4896353 3.4672664 8.7846800 -1.1177874 NA 8.9239642 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10.5166623 6.0421759 5.3580375 8.4728918 5.6237732 NA 11.0874873 10.5696807 10.8896827 10.9205381 8.1792214 7.8935321 7.1225236 9.4616208 10.0276003 10.7680013 10.1396928 11.5494165 2.7891867 8.0966240 -0.1176308 9.2616834 9.2980468 9.7040790 10.1402820 12.1364478 13.4302839 NA 9.8759510 9.6161676 NA 3.8823007 8.5323875 1.6896570 1.8822909 6.2831847 7.1769261 14.4295911 10.8854715 7.0868761 8.7402861 9.8893322 11.2090153 7.3940579 9.1333020 10.9697678 2.0522420 2.2042346 10.1929177 9.1746266 6.9697675 4.1302308 11.3366042 8.9253322 11.5443057 10.0440667 6.7340538 10.2654692 7.6203973 4.3085720 11.1005654 0.00097064 0.00097064 0.01265500 0.00583090 0.66087000 -0.00553750 -0.00013862 -0.00636680 -0.03381400 -0.03381400 -0.03381400 -0.03381400 0.00056602 0.00097064 0.00097064 -0.00444640 -0.67150000 -0.66661000 -0.66661000 -0.66827000 0.01265500 0.00583090 0.00166420 -0.00013862 0.00499690 0.00499690 -0.00636680 0.00041593 -0.66263000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.663 0.000 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8.645517 8.215460 9.040915 9.813781 9.354996 11.115625 3.130239 6.186086 13.465972 11.333774 8.640528 6.910211 9.864586 -1.117787 10.822251 NA 12.697288 11.174606 10.947048 10.0628358 9.8914338 4.9046719 6.6570926 10.0314170 8.5705551 7.1159249 11.8033853 2.4672795 15.0622529 13.1815845 8.2398567 9.0036053 10.7056722 4.2042346 NA 8.6960860 7.0012460 8.9657843 9.5153001 11.2106994 10.7433919 10.0295099 0.8822909 9.7056721 8.3355757 8.7756063 10.6517296 10.0868761 2.6896570 9.8823050 4.7891971 8.5931113 8.0522300 4.8595870 11.1438123 10.9714244 NA 12.5349259 12.8182987 11.2756954 9.7549798 7.9239639 11.4625635 10.6330119 10.8461692 9.9767390 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 3 1 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 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8.6165584 9.3688805 10.0322612 10.3239431 6.1042654 13.8640656 7.3481908 NA 2.3417581 10.4458014 5.7438623 9.2486548 11.2788229 1.5344103 NA 5.4651452 8.0422038 10.7030000 8.2383130 11.1642214 9.3529915 -0.4655399 6.6324413 3.5344103 9.9763161 7.1782655 9.7487286 6.8563371 9.4428021 7.5116894 7.9979337 10.8619621 7.3861582 1.5344103 6.8472929 4.7823352 8.6350716 4.6636919 NA 9.3767599 9.3720373 10.0192324 7.5001934 9.4517815 9.9438003 11.0412129 2.5344103 10.2775608 9.2383130 8.5484301 2.1193562 9.4958592 4.1782685 2.7043408 8.6138940 14.7810758 2.1193562 9.1527949 12.8839671 11.0307640 4.2892959 7.4472990 8.0966519 10.0121676 10.8111154 10.0880387 10.2120939 11.6145607 8.8313256 9.9029159 7.2417687 11.6202138 10.0252603 -0.4655399 2.8563284 NA NA 10.0009957 10.8093699 8.4231525 8.8359058 10.3576015 8.7192848 4.3923930 8.9050969 10.4584796 11.8689621 9.6205457 7.3157691 4.8563384 10.3791151 13.3400526 11.5944298 10.1249965 3.5822910 11.2283319 9.5259312 12.7063681 9.1601182 9.6752392 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10.904416 7.567832 7.734082 11.219158 12.575555 10.043195 10.171034 NA 7.977353 5.488605 8.885349 11.901278 11.166041 8.768029 9.641627 5.262332 9.975279 6.993841 9.410926 9.886453 8.285953 5.465145 7.679068 8.141740 12.604698 9.695541 12.255509 8.379241 12.287835 9.444302 14.532295 10.348992 13.719285 10.734082 1.119356 11.176010 8.911620 11.227896 8.573328 7.315769 8.545637 10.119372 10.976835 10.716804 7.417052 6.010142 14.980821 10.407084 10.913788 6.847293 10.379115 NA 9.567833 NA 13.010649 10.970361 10.070657 10.0813039 9.7414237 4.7823352 4.9267253 9.7535780 8.9245783 8.1004637 11.2252673 1.1193562 13.3200662 11.5095409 9.0696847 8.6537916 10.1435882 6.2068346 NA 10.2976218 6.7043339 9.1546293 9.3058989 11.7411186 13.1350193 10.0813039 -0.4655399 9.3108425 7.6892279 8.8058725 9.9061861 9.0060845 4.1193728 10.9543696 9.2674248 8.6688357 8.4231525 5.1491211 10.8506910 9.9374215 NA 13.1130180 12.9003217 10.8985441 9.4170525 8.1193717 11.3529916 10.9299436 11.9831942 8.3727623 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 1 1 1 2 2 3 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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10.67539889 9.26694017 7.71986588 3.24917225 -1.60867219 9.35336388 7.95724485 10.52369044 0.39121781 5.45727909 8.82790221 1.85063943 10.38342102 11.34883696 6.09855010 11.50663601 15.55639219 9.48988087 10.22645169 10.65944029 16.58021415 NA 8.63078913 10.16391769 3.56111836 7.73104065 8.09336369 4.58101374 -0.02385636 11.58302112 10.91940065 10.32192809 10.29620156 3.74874030 4.32192809 9.72210770 7.37987564 8.26770760 8.95343317 9.86337386 10.65387286 6.82164389 14.29756467 NA -1.60867219 5.31005286 10.55703993 6.99110343 8.90886003 10.77165180 5.46800651 NA 9.10972359 7.69953012 10.33897009 7.02054776 10.80005118 8.31896889 NA 1.85063943 -1.60867219 13.02071814 8.15107897 9.20176249 2.85061942 9.18316764 8.47997908 7.91475286 10.81404398 8.90393124 1.97614364 7.10199667 2.71312390 9.28676612 -1.60867219 NA 8.59942529 9.19532176 10.60459882 8.10371793 10.56205473 9.80693252 10.45525981 -1.60867219 10.84677481 10.10285769 9.55546916 3.19854130 9.81272972 4.54093859 -0.60889220 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12.5546046 8.5460089 8.9622893 10.0480624 2.1985570 -0.6088922 9.5890217 8.7086035 9.3344382 9.8689491 10.6109643 10.0794410 10.8400814 -0.6088922 9.8005817 6.9068906 8.8048186 11.3747188 10.4413795 0.7130799 8.7705691 8.9274378 8.5036302 9.4746701 6.3100547 10.9264661 10.5667403 NA 13.1555441 12.8318653 10.5927021 10.0296267 7.6272048 10.7732743 10.0068205 11.3578152 10.5210984 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 1 1 4 2 2 3 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.9633707 6.7304688 9.0853394 9.6546729 11.0387151 7.2275052 6.6606463 NA -0.8432151 9.9702015 9.7879982 4.7861781 6.7342503 2.2442782 8.3952256 9.7061245 9.0764292 6.3217279 1.3267674 11.1650746 9.4508675 4.5318618 11.2148129 7.3589448 10.6371065 -1.8432151 8.0287266 11.4152399 3.0148016 10.3580261 10.0685877 7.8779203 -1.8432151 10.8129286 11.1050843 9.3111963 7.2522179 3.7114068 -1.8432151 9.6451634 8.8212686 10.2087098 0.7417474 6.5275083 9.0801486 3.2012104 9.7916321 10.3276851 6.8607245 11.4979618 14.1862593 9.6641203 10.7396687 10.4586031 16.1341346 NA 8.8476922 10.1522350 4.2861049 7.7266766 8.2039450 6.6606463 1.9517743 11.5264184 10.7823017 10.0505018 8.7632263 3.2012104 2.6803919 9.2235830 8.0919859 8.0756845 9.3027531 9.4247781 10.6656063 6.9016549 13.2158698 0.4787130 NA 6.1736292 10.3147996 7.7934459 9.1532946 10.6360961 5.2548548 3.4047533 9.7262021 7.2809424 10.5601500 8.2627296 10.6075169 7.9817796 NA 4.1791925 0.4787130 11.3871418 7.2963721 9.4288676 5.6803834 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8.721923 11.347572 16.211065 12.109380 13.694586 10.829246 1.857264 10.313852 10.330186 10.345101 9.194368 9.610092 9.907947 9.741314 10.431199 11.779558 4.039463 5.222909 14.271381 10.887291 8.759520 7.220216 9.640637 NA 12.142574 NA 12.870906 11.632680 11.185245 10.9477805 10.1673493 6.2963730 7.1791886 8.9125433 9.4623129 6.4375923 13.2597285 2.0637100 14.9372840 12.9705522 8.8459454 9.1841052 9.7094902 4.6162518 -1.8432151 9.4358513 8.1412396 9.2141360 10.1905676 10.7328330 11.6807506 11.4243394 -0.8432151 9.7641514 8.0978688 8.8762100 11.4843738 10.2466026 3.3267530 9.9175411 7.8185994 8.5924914 9.8555259 5.8292458 11.5103815 11.2044563 -1.8432151 13.2510225 12.2734087 10.3210995 10.3040260 7.6764571 10.7102104 11.2259352 11.4192478 11.1111320 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 1 2 3 2 3 1 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 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10.219785 9.483144 10.013783 NA 11.100221 NA 12.975412 11.706283 10.643202 10.7088957 9.5263318 5.6536992 5.6651966 9.8312990 9.1737451 7.9239300 12.1659168 3.0802313 13.0326971 13.4333800 8.8727912 8.4124123 9.9251256 4.0454692 -0.3120435 9.9316848 8.0053281 9.6037951 10.2942376 11.1188909 11.6204996 10.8650238 1.2728593 10.3172724 8.1473474 8.9570425 11.0493112 9.4183858 3.5458943 10.0515030 5.4823320 7.5827336 9.1555213 5.8578417 10.6526176 10.6008050 -1.3122226 13.1862663 13.0035607 10.2501582 10.2775668 7.7938244 11.3885722 10.8988914 10.9416332 10.9143039 TCGA-BP-5198 72 0 NA 603 kidney stage iii t3b n0 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 3 4 2 3 4 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 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 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7.6003790 8.2930550 11.2646675 -0.4108118 -1.4108118 9.8600307 7.4220412 11.8094890 8.8594469 10.9782450 8.3016786 NA 5.2038628 0.5891882 10.7553146 7.6792640 10.0232584 4.9467028 9.9889634 9.1370101 7.8418172 10.6142911 8.2527094 2.3965157 9.0413928 5.5080134 9.2947838 0.1741507 NA 8.3523639 9.4572023 9.8203727 8.0362346 10.5849186 9.7765036 9.9636477 4.7986053 9.8872141 7.5863309 9.2121824 3.1741187 10.2230549 4.9814691 NA 7.0648850 13.7713906 6.8745535 1.7590706 10.6914553 9.5353267 4.7789760 6.2038609 10.8107386 10.8986278 11.0151541 10.4851054 11.3084162 11.0782468 8.0175116 9.7875965 10.6481579 10.9562932 9.0424118 3.4960404 -1.4108118 NA NA 9.4525635 8.6713005 9.3432039 7.9133323 9.4022191 3.8370753 4.5198878 8.9587487 7.6498475 12.7809047 8.9728558 9.4794157 4.4717923 11.2287183 13.4625956 11.7114942 9.3819417 2.3225051 10.1028791 10.0516538 11.4862406 9.4510139 9.6149831 9.8946433 9.9631042 8.0196041 2.0485850 8.6417194 8.2756520 7.7863683 11.0224761 11.2174535 8.5560749 3.7184383 10.9900309 7.9020344 11.4418761 5.1127126 9.7900502 9.9942929 11.5806733 10.5235795 8.2384076 NA 8.5404361 7.7054955 9.9510953 9.4291427 11.1038014 9.1769291 7.8418172 9.9389856 8.6170575 3.2895984 8.2239626 1.3964883 4.6115206 2.6766059 5.0485850 10.1523477 5.4839705 6.9685297 9.8991962 6.6444346 0.5891882 10.9688006 10.6538943 10.7768128 10.6742919 8.2878559 9.4727952 5.7624790 9.9793204 11.3335649 10.3003883 9.6073516 11.2146320 -0.4108118 8.0341662 -0.4108118 10.0403626 9.2589224 9.2248697 9.7382635 15.0178879 13.1911543 4.8929301 10.5451646 9.7427035 2.4960532 2.9814691 7.9547302 -0.4108118 NA 6.8837723 8.1009041 14.2497603 11.0532275 8.6349112 8.4717947 8.4172880 12.6146372 8.7350838 8.6490503 10.9953565 2.1741187 0.1741507 9.8251657 8.6963684 7.7312586 4.5198878 11.3375540 9.3390209 11.0211713 9.0851065 7.7961655 11.0011920 7.0769919 4.1950011 10.4141103 4.3753e-03 4.3753e-03 3.7175e-01 -3.5698e-01 7.1256e-01 3.7939e-01 5.9288e-01 -3.7296e-01 -6.5618e-05 -6.5618e-05 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10.9083043 11.1464955 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 1 1 5 2 1 4 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.203146330 10.503602063 4.913641018 7.498601125 9.692081213 6.421785454 11.125040543 10.738067342 -1.578197719 12.583232672 11.974935107 10.167460172 10.413307729 7.718702051 10.231553970 11.467545487 11.923103040 9.534108110 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 1 1 5 2 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.59452392 3.62023449 8.41747281 9.86402933 9.63970428 7.80403161 2.85155917 11.27315732 9.92202877 9.24324112 11.32097566 8.49113518 11.45751955 NA 7.75666840 11.62341620 3.45422855 11.32157854 10.02333909 7.99300459 -1.90346826 10.44620525 10.51657731 7.95154059 7.48469000 6.42310246 -0.90319842 10.14618068 8.65604939 10.45559837 NA 6.45861659 9.32067421 3.90403123 8.63389070 9.96433726 6.19996085 11.75743718 13.46453081 9.75755969 11.20012422 10.44843992 15.25480873 NA 8.42758941 9.90483224 5.08535667 6.72602874 7.57037792 7.92322110 1.26819482 11.46613347 10.44235490 10.35759203 7.84486517 5.79015949 8.00205944 9.72283775 8.86237297 8.08677634 9.57037811 9.50606336 10.56249392 7.77439241 12.97988849 4.95465232 -0.90319842 6.39129343 10.59726541 7.72238132 8.74862090 10.72397837 1.90404086 NA 10.79667862 6.05086951 10.15335759 9.09314603 11.42744930 7.91685160 NA 4.41860151 -1.90346826 10.81220555 7.39588026 9.36052845 5.59651777 10.87289985 9.15736841 7.78317309 11.12336881 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9.203235 11.950859 9.164779 10.133533 8.405012 9.591528 6.887835 8.218206 9.629028 6.616309 6.246419 8.662726 9.154664 14.067138 8.428709 12.290583 6.039011 6.963951 12.469129 14.331658 12.052141 13.200206 11.274559 2.003566 10.153987 9.452024 10.144478 9.178821 9.336868 9.432063 9.988456 11.258749 11.310688 6.518737 4.967039 13.678449 10.869193 9.915654 6.271597 9.818626 NA 11.564023 NA 12.599007 11.646334 11.009375 11.217720 10.294503 7.130096 7.731483 9.342225 9.055225 6.552000 13.686747 1.681629 14.632054 13.274403 8.443186 9.018275 9.830112 4.436522 -1.903468 9.545821 7.916852 9.153310 9.866097 10.965495 12.035701 10.780544 1.681629 9.473883 7.770865 9.338060 11.429268 10.260322 2.851559 10.488990 9.778789 7.102297 10.232061 5.689129 10.961052 11.427449 1.797096 12.061825 12.195774 10.019257 10.494614 7.231099 10.224344 11.239896 10.917797 10.917715 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 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12.9769464 9.3505315 10.9237169 10.3056412 16.1369538 1.4427578 7.9819411 9.6988227 5.4809178 7.2090751 8.2918526 4.3078511 1.4427578 11.4984523 11.3345662 10.3501024 10.1076107 5.4809178 6.1030339 10.1292830 8.0191320 8.4459994 8.5272111 10.1697305 10.5498127 6.9752771 13.5794075 5.5302456 0.2203300 1.8053337 11.0874113 7.3969789 8.0104671 11.2278846 0.2203300 1.4427578 9.2306851 8.3341320 11.1200466 7.9730493 11.3116051 8.9494442 -1.3647564 2.7228813 NA 11.6876560 8.2538130 9.6177082 4.0277468 9.1521124 8.4459994 7.7149124 10.8134699 8.5287291 3.1589833 7.4002988 6.0616920 9.1009939 1.6354294 -0.3645706 8.3201764 9.6845954 10.0762968 8.5362942 10.6223362 9.8258696 10.5054069 0.6354294 10.2194505 7.9115520 9.2972056 4.4167857 9.7530706 5.0616941 0.2203300 8.6988227 14.0360069 3.8448777 9.7308245 13.6886323 10.1995770 4.8053544 7.1352732 10.8913413 10.6350753 10.4832679 10.9257345 11.8568032 11.4229221 8.7698540 8.2409072 8.1212569 11.1302832 9.6228123 6.7175764 3.0277379 0.2203300 1.2203919 9.3453729 11.3203953 8.8473158 8.7839042 9.9813151 10.1677835 5.6127063 9.4651503 11.8226250 12.0785006 9.9202516 8.4069171 4.7647124 11.4536103 12.1302832 11.9826337 9.9100561 3.5998296 10.8954650 9.5355396 12.0218290 9.0458789 9.6410521 9.4355186 9.6241122 11.4401636 1.4427578 8.9940787 5.2936390 7.2241426 10.7099036 11.2645633 8.5227851 4.1589913 11.5746395 8.6660947 11.1187395 8.6577954 10.4639608 10.1252755 11.9865048 10.1832860 8.2556475 0.6354294 8.6798217 6.5362938 10.5411906 8.4949624 10.9673830 9.3358673 8.0637877 10.0721392 8.5378027 1.8053337 5.3219281 2.4427843 5.8346101 3.8448777 3.3903100 9.6184211 6.6633332 6.3565259 10.2828859 6.2980607 0.2203300 11.2434513 11.0317647 11.1616823 11.6520618 7.8570149 8.9863558 6.6107591 10.5260718 10.9772243 11.2627335 10.1803919 11.9188054 0.6354294 8.3078529 NA 10.0989519 9.0234447 9.7832684 10.1466860 13.7923402 13.5077177 3.9208268 10.3730974 10.2492171 0.9573203 3.4162588 7.6852758 0.6354294 3.2203919 6.8448815 7.7360900 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0.125 0.125 -0.173 -0.173 -0.362 -0.362 0.000 0.000 10.825252 12.073960 11.168027 10.569487 8.572065 12.007476 5.027747 3.992977 8.084576 5.493407 12.219803 9.114834 11.030158 5.259529 7.973473 8.708230 11.042164 6.321928 10.184249 10.327171 8.304313 8.831894 10.294946 8.545321 7.082511 10.952558 13.535964 9.968024 10.286928 NA 8.386972 7.065880 10.287824 11.059069 11.448608 9.093834 10.063788 7.554291 9.243682 8.023445 6.795299 9.893405 7.725540 4.250135 8.444392 9.271146 13.365951 9.661951 12.095883 7.492631 9.739371 12.197431 15.110100 11.061430 13.821232 10.909223 1.957357 11.281986 8.955100 10.572801 8.942628 8.406917 9.059594 10.585254 11.274090 11.292969 5.612706 6.449208 14.196212 11.082769 10.020211 6.790246 10.160948 1.442758 11.198862 -1.364756 12.896200 11.317017 10.792775 10.591804 10.276576 5.635426 7.950577 9.332395 9.219450 8.010467 12.290385 2.442784 14.254501 12.391671 8.621269 9.142181 10.184731 5.542317 0.220330 8.934636 7.480918 9.443587 9.563857 11.962980 12.379420 10.852779 3.679818 9.707560 9.399470 8.867849 10.953970 9.923140 5.679821 10.491075 9.002842 7.774979 8.847316 2.722881 10.709904 11.290958 NA 12.608946 12.723470 10.769212 10.072139 7.995177 10.470294 10.860334 11.777373 10.524707 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 1 1 6 2 2 3 2 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 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 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 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 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9.8530250 5.9456709 3.8960393 10.6836806 9.3554707 2.9526318 11.0777381 4.8520937 11.1701144 -0.7478266 8.0087395 11.4752797 3.6097313 10.8751499 9.9578154 7.8742351 -1.7050999 10.9835996 10.4313861 8.1684956 7.7136621 4.2745524 -1.7475843 9.7213159 8.7806372 10.5844993 -0.7478266 6.1286996 9.1507843 -0.7478266 10.0486283 8.9749904 6.2351756 11.6148323 12.9118445 9.8423021 10.4822034 10.0437528 16.5190336 NA 8.1946973 10.6111088 4.4019308 6.9970169 7.6594508 6.4518556 1.0366792 11.5717140 11.1019790 10.5811383 9.9170747 4.8371460 3.1590802 9.5898049 7.7054534 7.8797168 9.5001105 9.6299358 10.4311590 7.7874586 14.0364600 1.7116271 -0.1627833 4.9386857 10.5430658 7.8048519 9.1553116 10.7126389 1.7116271 NA 9.1590736 6.8144248 10.3763690 7.7136621 11.5145715 8.4158326 NA 3.2063775 -1.7475843 12.3734736 7.8182370 9.4376778 6.4320925 9.2208499 7.5468034 8.1008058 10.7572502 8.8465074 1.9526318 8.1008058 3.2965749 9.4233597 NA NA 8.3502152 9.7192789 10.7190242 8.4941660 9.6525288 9.2422869 10.2319654 0.8371359 9.9495850 9.3027118 9.6153267 3.7751138 10.3101747 5.7033942 -0.7478266 8.0120714 13.8005534 2.1590802 7.5853382 12.6376410 8.6551951 4.1829227 6.5875735 10.2931576 11.0655634 10.2490095 10.7289291 12.0038881 10.8046119 8.2465364 9.1732801 8.1665683 10.7059681 9.2983657 2.7757459 3.2521886 0.2521734 NA 9.0826981 10.8220386 9.3788874 7.9818036 9.4708673 11.7370059 4.5375881 9.7279164 8.2869818 12.2274040 10.6971978 9.3013508 5.4019308 11.1849514 12.2848314 10.9239451 9.1884674 3.2723368 10.1213912 10.0162252 11.4652872 9.2323226 10.9963861 9.6773988 8.8305558 10.1413066 2.0595283 7.6402001 5.8446392 7.9698596 11.2319654 10.2729512 9.2354617 4.1829227 11.5199938 9.1946975 11.7900080 8.7085373 9.9399961 10.5453672 12.1394036 9.6935709 6.0070699 -1.7475843 7.7855126 7.7319632 9.5892474 8.8724028 10.4543068 9.2814701 7.1256273 10.0882333 8.6847248 2.5741015 7.4761848 2.6445024 7.7852013 3.9246130 -1.7475843 10.8944604 6.8333835 6.3182716 9.9018883 5.9316641 -1.7475843 11.0480197 10.5072115 11.0451765 10.4530816 8.6119326 8.8678125 6.6912661 10.6745106 11.4856528 10.9254921 9.8778918 11.7466636 NA 7.7116147 1.7116271 9.7405252 9.7080239 9.3607075 9.5381631 13.9798110 14.8896145 1.5741015 10.5476650 10.0327227 -0.7478266 5.1398296 8.9210679 0.5741500 -1.7475843 7.4929740 7.7116147 13.7128948 11.0341717 8.5119262 8.9103945 9.7157074 11.9602969 7.6141268 9.2180105 10.8627464 0.8371359 2.2521734 9.5553929 9.2965772 7.7157074 4.9103921 11.5111906 10.1248579 11.3806607 9.7111022 7.8067719 10.7352429 7.3917342 4.2521810 9.5490992 0.00416320 0.00319100 0.00041593 -0.00664320 0.73948000 -0.01285100 -0.00318590 -0.01142700 0.01642500 0.01642500 0.01642500 0.02062300 0.00722170 0.00722170 0.00319100 -0.00436460 -0.74680000 -0.74680000 0.00041593 0.00041593 0.00041593 -0.01780300 0.00000000 -0.00318590 0.00666530 0.00666530 -0.00843850 -0.00166290 0.00791750 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.737 0.000 0.000 0.000 0.725 0.725 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.737 0.000 0.000 0.000 0.725 0.725 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.481903 11.428200 11.880856 10.518384 9.770836 11.431937 3.296575 1.422125 7.344940 4.059537 12.450475 8.279094 7.285606 7.933685 8.261270 9.623415 12.237402 7.667925 10.746038 10.356454 8.955221 8.940652 9.778330 7.560522 6.917519 11.146432 13.772157 10.2623614 10.4221080 NA 8.8778918 7.9868927 10.3541587 10.1394036 11.1782936 9.1485155 8.9647099 8.2717735 9.3620137 7.1799608 6.0137347 9.2613117 4.2965749 5.5375849 7.9801036 10.1965290 13.4438591 9.1843978 12.0902050 6.2798687 10.2539430 11.4205417 15.8542946 11.8507008 14.1427798 11.5261242 -0.7478266 10.6080846 9.3182721 10.4509349 8.7560088 9.3013508 9.1355900 10.1840286 10.0803195 11.3274899 4.4810018 5.4810018 14.1782211 11.3958851 8.8029299 5.7678825 9.0937474 -1.7475843 11.4233598 NA 12.6964214 11.5897882 11.0224339 10.960620 9.985622 6.268992 7.497735 9.034362 9.011239 6.555963 12.980978 2.775746 14.464983 13.015655 8.403200 9.894533 10.122162 3.422112 NA 9.063558 7.605330 9.289730 9.785026 10.836676 11.426797 10.722842 -1.747584 10.502185 8.497736 8.916630 11.687463 10.171791 1.059563 10.065162 6.339645 8.481002 9.378887 5.442008 11.231965 10.951972 NA 12.935671 12.462017 10.537296 10.088233 7.746039 10.545655 10.756257 11.425104 11.558414 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 6 1 NA 1 2 2 3 1 1 NA NA 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 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10.24009414 10.08767658 7.36355133 -0.52512271 9.79955119 5.64433220 -0.52512271 -1.22667878 5.28216177 8.36050431 10.65098126 5.88419983 8.13480414 11.13792139 11.69971420 9.56954559 11.45047695 12.00545827 4.08951510 9.88790707 9.53685428 10.23219809 10.29378958 8.29658222 8.66956505 6.90526063 8.84113029 9.06819920 11.01735637 7.67116455 5.53008948 -1.52533034 0.47477348 10.20357889 9.83894279 4.95054307 7.28216269 2.86712550 8.24299256 9.60987609 10.08260068 6.81019886 2.47479943 10.63215505 9.11505302 3.17525312 10.41695604 5.02939546 10.12854886 NA 8.03705050 11.64034324 3.11865873 11.14657027 10.04181340 8.03705050 -0.52512271 10.77279333 10.28836087 9.08979393 8.15428801 5.66463359 -0.52512271 9.76655442 9.00716410 10.06211685 0.05977058 6.22969558 8.98061973 2.47479943 11.10689449 11.04300178 6.33278848 11.73082359 12.92917166 10.07750699 10.63215505 10.51235500 15.53947719 NA 8.94851383 10.20570273 4.74159642 7.48043236 8.11143253 7.76021030 1.68737428 11.34613583 10.91801063 9.61307982 10.28457625 5.89266060 2.47479943 9.70182227 8.42754919 8.10234214 9.27813208 9.90421477 10.33201159 6.95458834 13.04839611 1.05977058 NA 5.66463359 10.45958254 7.83455764 9.21205542 10.48253623 1.28214323 NA 9.55429280 8.72273548 10.59438797 7.70602903 10.55629155 8.06352290 NA 5.70362677 -0.52512271 12.03263075 8.19590711 9.79955119 3.22969558 9.91515815 8.79786284 7.97863382 11.55345929 10.14546437 3.86712550 6.39367189 4.20273115 9.47057530 NA NA 8.47621641 9.58920114 9.93218891 8.92189121 10.92782143 9.62201301 9.97813698 -0.52512271 9.57415583 8.44059223 9.77412485 2.93423341 10.29698054 5.65471622 NA 8.23802061 13.33565259 6.85851196 6.51920220 12.02182309 8.63341777 4.08951510 6.81019886 10.95231340 11.26291465 9.91308014 11.06352276 11.29838430 10.54291452 9.38470109 9.11866418 11.31420873 10.52022648 9.28338612 6.57809639 1.05977058 NA NA 9.56425850 10.60312465 9.84386014 7.89897437 9.99093657 12.05164668 3.86712550 9.72095491 6.04466296 11.69911129 10.50029377 9.33511921 6.58854975 11.95269280 11.95874979 10.68090669 8.71883902 4.52312908 9.97315864 9.94088454 11.20612713 8.54224257 10.63467939 9.54089734 8.81910388 10.07750699 2.17523715 3.42899993 7.07099784 8.48603534 11.14391459 12.01030098 9.48997216 3.68425771 11.47832603 9.42536405 11.20761147 8.46207196 10.12181672 10.34517280 11.76712971 9.45780172 6.58333254 0.47477348 8.76252057 7.76482715 9.51578261 9.25944293 10.65327064 8.80908126 7.99247728 10.58594378 7.89897437 1.93425228 8.33589499 4.02939988 2.28217289 3.83236346 0.05977058 10.71708903 7.02555487 6.54089675 9.74987915 5.66848225 -0.52512271 11.03800440 10.53313814 11.23802049 11.43317954 7.70122050 9.45983875 6.02501550 10.77801806 12.00362845 10.57612727 9.91619611 11.34478745 -1.52533034 8.28698554 0.79676386 9.95811999 9.18561460 8.69276578 9.37492014 13.89440624 14.74760188 -1.52533034 10.91878760 9.97763984 NA 4.62455715 9.35362544 1.05977058 -1.52533034 7.78542108 7.50271408 14.51875386 11.08770190 8.78200878 9.87301739 10.24423276 11.95003486 8.85851227 8.92553486 11.03107465 0.47477348 2.86712550 9.38470109 10.12989153 7.94241363 5.32029693 11.17199288 10.25000677 10.62423764 9.91729554 8.45637536 11.14988300 7.59634185 5.78859697 9.57349818 0.00000000 0.00000000 0.02272500 0.02244400 0.02096900 -0.00102100 0.00652620 -0.00816240 -0.06088300 -0.06088300 -0.06088300 -0.06371200 0.00000000 0.00000000 0.00000000 0.01391100 -0.72093000 -0.72093000 -0.72093000 -0.72093000 0.02272500 0.01565200 -0.72266000 -0.00494350 0.00194180 0.00194180 -0.00816240 0.00944910 -0.00027724 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.233864 11.509607 9.386200 9.900549 10.210787 11.734993 3.332794 1.059771 7.426093 2.562279 12.721623 8.123130 9.771724 5.165643 8.573011 8.810199 11.842905 7.275708 10.863364 8.669565 8.817994 8.628436 9.183306 8.597636 7.301356 10.786840 12.609395 10.477623 10.614999 NA 9.355157 7.892661 10.136586 10.016873 11.497869 9.196762 9.365832 7.710822 9.874086 6.519202 8.008138 9.013967 4.256165 3.832363 8.732196 10.230947 12.743496 10.231364 11.637042 6.546323 8.102342 10.786840 16.087036 11.899237 12.702123 11.059066 NA 11.175031 9.767130 10.739251 9.009111 9.335119 9.534828 10.059771 9.952060 11.583169 3.229696 5.966661 13.433642 11.068199 9.214589 7.860670 9.987055 NA 11.547443 NA 12.298374 11.667389 11.127429 11.1379214 10.2321981 6.5246561 7.1294438 8.5040952 9.3005619 6.6143594 13.1373802 0.7967639 12.8690028 12.6701803 8.8356551 8.2609144 9.8345576 4.1752451 NA 9.4762162 8.5260172 9.2388504 9.6046965 10.8227063 11.1819515 10.5432505 -1.5253303 10.0317930 7.2949873 8.9964085 11.0195311 10.2479473 2.7227283 9.9530721 6.2230016 7.7831469 9.8438601 5.5516237 11.1439146 11.1474544 -0.5251227 12.6521498 12.1485588 10.3347311 10.5859438 7.6346797 10.7054290 9.9721610 11.4151933 11.0983101 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 3 1 3 4 3 4 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 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 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8.1000909291 8.2708914394 9.0022434489 13.2431231103 7.6556029903 7.3960335835 NA NA 9.8690223581 9.7067876357 6.0655184594 7.8386322669 3.2473503200 9.1904877003 9.7559848020 9.9257244379 5.8820707483 3.2473503200 11.0482558744 8.4526992054 13.1400186018 11.5266610564 6.8067828831 10.7281992693 NA 8.4088192611 11.3451109113 3.6998736267 10.9201534847 10.4209673960 8.6859289387 -1.0005771935 10.5055822325 10.2744179913 8.7468327202 7.8354788462 11.0369753908 0.5843853073 9.6789085383 8.9738431350 10.6758263379 1.3213509014 7.0050529716 8.7408955256 7.0815771736 10.2865636525 11.1768479531 3.8574137552 12.0300214340 11.0698848600 9.3938910769 10.5395564670 9.3798895018 15.1302201905 NA 7.8323185178 10.5472869044 5.3213581178 8.4214930428 8.4024403729 7.0050529716 1.9994228065 11.1724808899 10.3863686568 9.9601544499 8.5072229978 0.5843853073 1.8067777286 9.6159773499 9.1415354837 8.5229902533 9.8957608139 10.2052216775 10.2685550997 7.0438223928 13.2915343497 2.1693478080 -1.0005771935 5.2848324268 10.1867805736 8.1743539825 9.4812278902 11.3331428805 -1.0005771935 NA 8.5711811397 9.7264979844 10.9143405051 9.0815774399 10.3292247519 7.8067835274 NA 10.4141136462 3.9063230239 11.6998681624 8.0328513167 10.0369753908 6.3481562734 9.9078211343 7.9966079363 7.6141385415 11.0611371830 9.2743888700 2.9063134021 7.1793378687 5.8942454212 9.2732240016 0.5843853073 1.3213509014 8.1818226250 9.2390270659 10.6780285813 8.7324438945 9.2767157890 9.6929153419 10.0492769384 -1.0005771935 9.9951956118 8.2591717209 9.0764711793 4.4588609855 9.9616014805 5.9994295719 -0.0005771935 8.5288588291 13.7605640906 2.5843853073 3.9536284283 9.7408953569 8.9002953514 4.5540177998 6.5229910377 11.4797137854 11.1665329377 10.3066293113 10.9297961747 11.2500229411 10.0321629842 9.4700873764 9.3722935265 9.0533543905 10.6540644756 8.1023752120 4.9994273168 3.5229847626 NA -1.0005771935 10.7733917799 8.3213567647 10.0715610417 7.4670340645 9.3769208776 9.5405250400 6.4751611025 9.0451882028 7.0762437490 11.0898717078 9.4024403729 8.5654825569 6.1593001990 11.3995073701 11.5848604941 11.5441514566 8.5077779936 3.5229847626 9.6806668437 9.9994284443 11.1370600420 8.9536246456 10.7235158998 10.8670932936 8.6450870048 6.7938438739 2.6998625247 7.2615232934 7.0547106679 8.3591780784 10.8862681529 4.9695925854 8.0607456417 3.0868856478 10.8736413545 8.9652128643 10.9360664155 1.3213509014 10.3128784185 9.8124078936 12.0202347938 10.3415031453 8.3168408495 NA 8.5463230549 7.4670340645 9.6850532546 8.7593166496 10.9162632997 8.8386322669 8.2963445203 10.5702328427 7.7205274674 1.5843853073 7.2801991456 3.5843853073 3.8574137552 3.7985171631 1.3213509014 10.9342250022 5.2282453458 6.3032090355 11.3996515026 7.3335230229 0.9994228065 10.5928195343 10.0127510659 11.3796189045 11.9886455304 7.9652128643 9.7723780874 6.6091240588 10.6714117402 10.7383651464 10.2574055227 9.6540643861 10.8331091701 NA 7.7676130898 1.8067777286 10.2615232934 10.6187313589 8.5501753650 8.7954679352 13.5154362070 13.5701735950 6.3032090355 10.4598843366 10.2167804097 -1.0005771935 4.4256942741 9.4761746823 -1.0005771935 NA 7.8100002272 8.1466333315 13.0115291658 10.7256721484 8.2825167195 9.3258579139 9.5278825848 10.9691746707 9.2366385069 8.9257689367 11.2384301773 2.4588544252 3.8067880376 9.3547796320 9.3938910769 7.8728724583 10.8196074367 11.1399387049 10.3766389798 10.7085122232 10.3490580334 9.4862634604 11.3605497925 8.1287114935 5.9136338381 10.2294488903 0.23597000 0.23597000 -0.42691000 0.00701040 0.41989000 1.19300000 -0.02111700 -0.44685000 0.00402430 -0.00138580 -0.00138580 -0.00922710 -0.22588000 -0.22588000 0.23485000 0.00000000 -0.43691000 -0.42691000 -0.42691000 -0.42691000 -0.42691000 0.00091564 -0.43040000 -0.01519100 -0.43626000 -0.43626000 -0.44059000 -0.00793000 -0.02301800 -0.442 -0.442 0.402 0.402 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.447 0.447 0.379 0.379 0.010 0.236 0.409 0.409 0.410 0.000 0.000 0.000 -0.427 -0.427 0.000 0.000 0.399 0.399 -0.430 -0.430 1.193 1.193 0.000 0.000 -0.436 -0.436 0.000 0.000 -0.442 -0.442 0.402 0.402 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.447 0.447 0.379 0.379 0.010 0.236 0.409 0.409 0.410 0.000 0.000 0.000 -0.427 -0.427 0.000 0.000 0.399 0.399 -0.430 -0.430 1.193 1.193 0.000 0.000 -0.436 -0.436 0.000 0.000 10.070891 11.196031 11.130964 10.039718 9.326981 12.281214 5.021795 2.584385 8.068153 5.844918 11.986870 8.632224 6.400307 10.964322 8.743152 8.970972 12.215416 6.591886 10.826771 10.536161 9.239027 8.964332 10.049971 8.191721 6.734138 11.098119 11.588143 10.957619 10.351472 NA 8.983847 7.912318 10.457835 10.094826 11.623310 8.181823 9.733291 7.819608 9.560716 8.154246 7.825977 9.058773 6.993782 5.491282 8.413056 9.450639 12.525561 10.296918 13.138340 7.004323 9.821999 10.965213 15.613304 11.751600 13.694330 11.124196 1.806778 11.735619 7.970972 11.850201 8.925724 8.565483 10.560716 9.996608 11.515621 11.257994 5.189251 6.218597 14.340178 10.493784 9.613218 5.976707 10.941210 -1.000577 11.661652 NA 12.350230 11.900669 10.602127 11.0752418006 10.3264195995 7.3744674545 5.4256942741 8.2234302731 9.0064556838 7.0762437490 12.6634089795 2.3213509014 12.6472241269 12.5025088021 8.7119553117 8.0555514242 9.8100000665 4.7273487074 -0.0005771935 9.3820524548 8.2615232934 9.0410877093 9.7290491600 10.6850532546 12.4048358688 9.5190647617 1.9994228065 10.3337016816 7.4872684687 8.9536246456 11.1199903425 10.2449811004 4.2473579161 10.1118679195 10.1170714939 10.3179712673 10.0715610417 5.0217950604 10.8862681529 10.8500059814 NA 12.7211685014 11.7721554068 9.7979002802 10.5702328427 7.7476210264 10.2009397893 10.4922830355 12.1261877587 10.3613721735 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 4 1 NA NA NA 3 5 1 4 NA NA 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 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7.38176702 7.89543290 3.03051265 11.35659667 11.02162554 9.80528617 9.17217220 4.71273883 2.76932744 9.15634706 8.88746648 7.62347331 8.57469569 9.72530916 10.43520654 6.81035184 13.09003780 2.39080524 NA 4.79680538 10.21481645 7.32154934 9.13093036 11.49462471 0.65388549 -0.93098532 8.97276617 9.77969080 11.08205687 8.32627218 10.99925204 8.36350490 0.06887714 5.52831501 NA 10.44826263 8.25870877 9.73599579 7.04042782 9.94540126 8.11327855 7.82042854 10.62251357 8.66879707 2.23881742 7.74484124 5.39081211 8.10505783 NA NA 8.40873436 9.26117701 10.56173892 7.92375295 10.84284766 9.22116923 10.70686757 4.97577691 9.82960430 8.03178004 9.05472613 3.23880214 9.89463817 4.95152718 0.06887714 8.11600807 13.91422733 5.81035055 7.54461753 12.40817761 9.66600576 4.46120111 6.63112611 10.37779216 10.71993602 9.90256505 11.48013044 11.33362013 10.76975744 9.36809236 10.09886166 10.98923716 10.41539806 9.60527727 2.23881742 4.19816409 NA -0.93098532 10.75056196 10.71589294 9.69459312 7.78656042 9.32163254 7.00552238 6.12416682 8.85841809 6.98774720 11.56423968 9.83954820 8.71814034 5.86329920 11.34675283 12.47056384 11.81056196 8.84793053 3.51976833 10.28259606 10.10092996 11.60245739 9.11054334 9.74660400 9.86492387 9.66040671 10.12687596 0.06887714 8.97427117 7.67251091 8.32154979 10.98214774 6.90556632 8.40425217 3.65385110 11.13564625 8.13227916 11.03863056 8.13497352 9.81707719 9.60221411 11.68887495 10.75975531 7.63873999 1.06887714 8.35659678 6.94540170 10.55923377 8.71093589 10.51422515 9.07169940 7.11327855 10.22749393 7.81707703 -0.93098532 7.24879382 1.65383964 4.35428994 4.65384537 3.97577691 10.55270012 5.86329920 6.60026529 9.93924906 5.96697258 -0.93098532 10.99480958 10.15236357 11.01286425 11.15734131 8.65196690 9.01139891 6.10692615 11.03755107 10.64442351 10.94808465 10.18652742 11.47455762 -0.93098532 8.72352034 NA 9.70732013 8.04616416 9.25994353 9.77538032 12.71555550 14.12683373 2.23881742 11.31384267 10.17020349 NA 5.96370299 7.61577896 2.06887714 NA 6.89543229 8.09402383 14.35164697 10.94041227 7.22875521 9.26978287 10.03322517 12.03701106 8.66693692 9.12778261 11.42092772 1.65383964 2.06887714 9.65102621 9.45905327 7.60026604 6.88906341 11.35052460 10.00699362 10.92530987 9.83209663 8.05472640 10.40762064 6.76932347 5.06888574 10.94001945 0.03848900 -0.00264270 0.01726400 -0.55887000 0.55554000 0.98225000 -0.04522800 -0.00664320 0.00017564 0.03115500 0.02975100 0.00595820 -0.00180140 -0.01165900 -0.00264270 0.00680440 -0.56416000 -0.56416000 -0.56416000 -0.56416000 0.02146300 -0.55887000 0.00513590 -0.04522800 -0.02709000 -0.02709000 -0.00664320 -0.00193990 -0.56389000 0.000 0.000 0.000 0.000 0.532 0.532 0.000 -0.542 0.000 0.546 0.546 0.000 0.000 -0.429 -0.429 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 0.558 0.558 0.000 0.000 0.982 0.982 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.532 0.532 0.000 -0.542 0.000 0.546 0.546 0.000 0.000 -0.429 -0.429 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 0.558 0.558 0.000 0.000 0.982 0.982 0.000 0.000 0.000 0.000 0.000 0.000 10.186527 12.170532 12.623353 9.823772 9.471896 9.678063 5.511829 4.238810 8.102307 6.307288 13.130762 9.042610 8.578659 7.731589 8.106788 8.121452 10.868975 6.177410 10.515451 9.503513 7.789984 8.699425 9.870900 7.302504 6.511829 11.218631 11.230016 9.7562599 10.2274939 -0.9309853 8.2033108 7.1187324 10.0018371 10.9526731 11.5882748 9.2611770 10.0040494 6.9515272 10.0653578 8.0025748 9.0759115 9.6177062 6.8697838 6.9268653 8.5118278 7.7448412 12.5048149 9.7315527 13.5393525 7.7591265 11.1060880 9.4729615 15.0744869 11.5006430 13.3778632 10.7483644 1.6538396 10.5567244 10.2605604 10.8518825 8.8616747 8.7181403 9.7297716 9.8078210 11.5097535 11.5397973 5.9996212 6.4612011 13.5218353 10.7461635 9.7925453 7.7762435 10.1793676 -0.9309853 11.0139623 -0.9309853 12.8581123 11.3495391 10.8910568 10.7122896 10.1043707 6.5035125 7.1295798 9.6964182 8.8453172 6.1563481 12.5575818 3.3908190 13.3724510 11.6265873 8.2512788 8.4565355 10.0135964 5.2783379 -0.9309853 9.4961971 7.8304353 9.4120700 9.9454013 11.6927658 12.3898258 11.1302555 -0.9309853 9.5953836 6.5766793 8.9330704 11.1793676 9.9112347 4.7693221 10.5557194 6.2186320 6.6835940 9.6945931 6.1563481 10.9821477 11.5313866 NA 12.3567409 12.6146934 10.5446177 10.2274939 7.1187324 11.1383341 10.1139613 11.5687626 9.6569711 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 4 2 NA NA NA 3 4 3 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.4038505 10.6455660 7.3087768 10.1937499 10.4397435 10.1345457 9.3750420 8.0213454 8.4365991 9.1400797 14.0015989 8.5438608 5.4615646 NA NA 10.2799913 9.9106741 5.6346310 7.6029215 4.7433372 10.1339911 9.6595052 10.5343946 8.2849957 4.0370659 12.5149328 8.7272500 7.9640665 12.4950968 3.1110647 11.3382032 -1.2108968 9.0191609 11.0161547 4.0370659 12.5990091 11.3561458 7.8845375 NA 10.1722561 10.3640462 8.8393701 7.6440091 7.2362238 0.7891032 10.6073232 9.0335042 10.5225796 3.4895815 6.4401915 9.5538462 -0.2108968 10.1262049 7.9961548 3.8335378 10.7696371 12.7614921 10.0658465 11.6224259 9.2444678 15.0165684 1.3741214 7.6990338 8.8818977 5.2485728 7.6687240 7.4791384 7.9158447 2.4895686 11.1057049 11.4329967 9.5230032 9.0191609 0.3740657 1.1110981 9.9845127 9.1155699 8.3797275 8.8538834 9.7989691 10.2744667 7.5272330 12.9834357 6.9690492 -1.2108968 4.6220284 10.1483409 8.8976649 9.3127024 10.6346306 -1.2108968 0.3740657 8.5672176 8.1942821 11.0295234 7.4964999 11.0343961 8.6267684 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8.2729563 1.1110981 7.6533266 7.5868023 10.6710192 8.2989153 10.8419089 9.2495963 7.6314907 10.4293854 8.4311921 1.5965058 5.6346310 1.1110981 6.7198775 3.5440278 2.7891450 10.2603076 5.2320851 6.3815983 10.3887930 7.0024876 1.3741214 11.2250712 9.9553036 11.6310979 11.2188088 8.7154366 9.9577875 6.5369978 10.8636165 10.4861081 10.4038503 9.9293312 11.4134791 1.5965058 8.5672176 1.3741214 10.3787916 8.5786742 9.0963412 9.8321679 13.2911642 12.2262423 1.3741214 9.8825581 10.5936749 -1.2108968 4.2154068 7.8738163 NA NA 7.6625844 8.1921527 14.3972798 10.6342541 8.4038505 9.6832003 10.0028523 11.3144166 9.1706835 9.2215779 10.4171302 5.0745440 3.1814524 10.2320840 9.4139359 7.8898027 6.2567465 11.4661994 9.5406845 10.7894926 10.0937543 6.5440278 10.2398362 7.5737752 5.1209532 10.1916196 0.0851180 0.0851180 0.0250100 -0.0225660 0.2113500 0.0416410 -0.0056354 -0.0032840 -0.0198230 -0.0198230 -0.0198230 -0.0198230 -0.1714800 0.0851180 0.2810100 0.0000000 -0.2878300 -0.2878300 -0.2932600 0.0161870 0.0161870 -0.0225660 -0.0940800 -0.1816800 0.0717200 0.0316050 -0.0779720 -0.0554600 -0.2917400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.292 0.000 0.000 0.000 0.000 0.000 -0.165 -0.165 0.000 0.000 0.000 0.000 -0.121 -0.121 0.000 -0.103 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.292 0.000 0.000 0.000 0.000 0.000 -0.165 -0.165 0.000 0.000 0.000 0.000 -0.121 -0.121 0.000 -0.103 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 0.000 0.000 0.000 0.000 8.933799 11.959222 10.887173 10.404310 8.777825 9.931886 6.190020 5.683957 7.836264 9.128991 13.169602 9.096387 9.491313 10.246629 8.222434 8.815664 9.354243 5.447351 10.710981 9.352337 8.153275 9.344276 9.466737 8.053583 6.708004 10.724306 12.472574 10.6025209 10.5230032 0.7891032 8.5153588 6.9690492 10.3731635 9.8532096 11.5278661 7.9235670 10.1571012 8.6763612 9.5794891 8.7050199 9.4075259 9.4756410 8.0629360 5.8766029 7.5835567 7.6471216 13.3896923 10.6208436 13.3281781 8.7689372 11.0170572 10.8979916 15.3153952 11.8684586 13.7125608 11.3008932 2.4895686 11.3377216 9.9041842 11.4646565 9.3244160 8.9985938 9.2048821 10.6428399 12.8013285 11.7707060 5.7778247 7.6408898 13.5907675 11.2961918 10.9740159 6.8659559 8.7520364 0.3740657 11.2127817 -1.2108968 13.1952791 11.9267161 10.5639275 11.1717645 10.1937499 7.9490119 6.5573243 8.6251908 9.6440089 7.4650978 12.0946166 2.2485652 13.0751206 12.7542032 8.8417087 8.8180274 10.0465283 6.0370681 0.3740657 9.4738892 7.1942821 9.9534189 9.7353157 11.0067954 13.6388877 10.0077037 -0.2108968 9.2969352 7.0275456 9.2006515 10.7076311 10.0785830 6.1200574 10.8676249 5.5033869 6.8552298 10.0022447 6.1728455 11.0385503 11.2822454 1.1110981 12.1296861 12.8378828 10.0305278 10.4293854 7.1900202 11.5293429 11.3102501 11.5990734 11.0270495 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 4 3 NA 2 3 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 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 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 4 0 0 0 0 0 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 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 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 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5.0025090 10.6655897 10.2380052 9.2846932 10.5342317 8.7758654 16.3147653 2.4789459 7.3431351 9.9827750 4.8712670 7.6835203 8.2504387 4.9052161 3.5698070 11.5372793 12.0093556 9.1101262 10.0373700 5.8187994 4.9052161 10.0779322 7.9218927 8.8691182 9.2051674 10.6588583 10.3993021 6.3978132 14.4421615 2.8008688 NA 0.4789200 10.8691182 6.1793896 8.9239642 11.2895209 NA NA 7.9627653 9.4859766 11.5091577 6.6588584 11.1358210 9.3600633 -0.5209764 6.7173543 -0.5209764 12.4775397 8.7480761 10.2701121 4.9052161 8.3918386 7.7077677 7.8626535 11.6740138 8.0936589 3.2863045 8.2371727 4.8008792 7.3554665 1.4789718 -0.5209764 8.6362962 9.8176856 10.6178610 8.1155738 10.7167567 9.8518143 10.1380533 4.2863045 10.2717395 11.2668518 8.9424737 2.2862898 9.3508546 6.5450386 -0.5209764 8.4126401 14.1345918 3.9383799 3.5664133 13.6089567 10.4229292 1.4789718 7.5978902 8.7316147 10.2846932 10.7562366 10.5219766 10.9363096 11.1246077 7.8143396 7.0563776 8.1793891 10.9041652 9.8042548 -0.5209764 4.8008792 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10.4831697 5.9218933 8.0862796 11.3361528 10.5144357 7.8883402 8.4789492 11.0113052 4.3369332 3.8712621 10.5952932 9.0103306 6.2991274 5.6884014 11.2709261 8.7363370 11.2017568 9.6172211 5.7827309 10.1645741 6.4447333 4.2338344 11.7573987 0.55283000 0.00555290 0.12491000 -0.00628180 0.67456000 0.14905000 -0.02767100 -0.01760400 -0.01078400 -0.01078400 -0.01078400 -0.01078400 0.00889200 0.00889200 0.00555290 0.00096376 -0.59624000 -0.59624000 0.11814000 0.11814000 0.11814000 -0.00628180 0.00388540 -0.03095000 -0.30686000 -0.30686000 -0.01670400 -0.00263220 -0.58988000 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 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11.0488049 -0.5209764 NA 9.4096867 6.7077677 9.4214638 9.1759168 11.5920402 9.6236076 10.3661698 1.8008688 10.5736868 8.2668516 8.4007902 11.4782447 9.9916898 2.2862898 9.4302340 4.7643515 10.7798738 8.2733653 3.8008792 10.4504928 10.4126399 NA 11.6220136 12.7558006 10.5061641 9.7457358 6.9465543 11.3523934 9.6625847 12.3856520 8.7943931 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 5 1 NA NA NA 2 3 2 3 NA NA 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.2584063 10.3928094 7.8010500 5.4205936 0.1538053 NA 9.9441561 9.3838280 5.1310873 7.4252705 3.6132370 8.2675498 9.5266727 10.1282221 7.3969815 3.2412758 10.9639775 9.3124172 6.8749064 10.6847016 1.4757594 10.3417782 NA 8.2984659 11.2593888 2.1538053 10.3003762 10.0985197 8.3705536 0.7388111 10.3637665 10.0981463 8.7685175 7.8817282 4.7083969 -0.8460650 9.7795165 8.2198969 10.5711327 0.1538053 5.6773701 8.7462647 1.9611788 10.2138279 9.6101621 6.0486264 10.9517852 13.1133568 9.4345784 10.6039878 10.1289390 15.5271656 NA 9.0471092 10.9228189 4.8817282 7.7831639 7.7045545 6.0963230 1.4757594 11.1555676 10.5080570 10.4518702 10.2279491 5.4575877 4.1080058 9.5578847 8.2959145 7.4299323 9.2997397 9.5331860 10.1982017 7.1706161 13.3205199 0.7388111 0.1538053 4.6773673 9.9819441 7.8472948 9.1138096 10.0977875 5.3237339 NA 10.2759885 7.2675498 10.8704728 7.7160498 10.7453300 7.9675888 -0.8460650 3.0607046 NA 12.1697452 8.0241723 9.4299320 5.2412720 9.5234049 7.8714839 7.7795165 11.3729761 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16.0311516 11.4816409 13.9018432 11.0775065 0.1538053 11.0372146 11.2101066 10.5293901 9.5201297 9.4914294 9.5277602 9.8324078 11.4159025 11.7899790 3.3237303 5.8403071 13.9202930 11.0436917 9.7994660 6.8150874 9.3312271 -0.8460650 11.9001119 -0.8460650 12.5885661 11.5897278 11.1410716 10.9281829 10.0364506 6.0606981 7.9318845 8.9482235 9.4472792 5.9992965 13.2263305 0.7388111 14.1049101 12.0063371 8.6871373 8.7668419 9.8927442 2.9611603 0.7388111 9.4768624 8.8084436 9.5737678 10.1629363 10.9111976 12.1244528 10.5631986 1.4757594 10.4914294 8.0333911 8.7922434 11.3095745 9.7007020 4.0606959 9.6744262 6.9351674 8.0395042 10.0539196 5.4392109 11.1954668 10.6285276 NA 12.8300953 12.2639646 10.4351581 10.4205941 7.0303250 10.7064767 10.6219225 12.0104743 10.5247892 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 4 3 NA 3 1 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 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11.30248534 9.64097369 14.20421141 -1.52657673 7.96139528 11.38513478 4.51794963 7.74967974 7.70717550 6.95333625 2.28089694 11.64926103 11.19444101 10.54266955 8.29851444 4.22844162 2.93298713 9.20317619 9.12729640 8.37743744 9.18177717 9.31118339 10.81840618 6.28090993 12.81569966 5.30644453 0.05852431 0.79551761 10.49522956 8.19123198 9.72976416 11.05357853 -0.52636892 NA 8.30327846 8.23344376 11.11891448 8.38344856 11.14332645 9.14066696 NA 6.43934055 1.64348681 11.97849861 7.72858381 9.58599512 5.66337878 9.92888282 8.95131386 8.17918806 10.23219521 8.67445430 2.05852431 7.03961000 4.70237496 8.87656759 1.47357913 -0.52636892 8.23177895 9.76357441 9.77276356 8.30802679 10.59184778 9.23094558 10.40540104 2.79547605 10.04814912 6.62837409 9.20826509 3.18394696 9.57618746 1.47357913 -1.52657673 6.16005696 13.77747895 6.74501811 11.45815199 14.47141862 10.13355145 4.81340668 6.97738182 10.81896078 10.89667147 9.75316610 10.29093902 12.39043425 11.03484345 7.82890635 9.18951746 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9.34006172 8.66708102 9.65532893 12.35428696 12.91675811 NA 11.63452992 10.35428696 2.05852431 2.28089694 9.02814449 1.05852431 1.28089694 7.05098484 6.99711737 13.69124823 11.05899700 8.08826512 9.29133856 9.18005161 11.53812989 7.37442224 8.70892350 11.20041227 3.28091179 0.47352718 10.16660687 9.63783391 7.51247422 5.08826459 11.71121366 9.23011197 11.15391507 10.29453219 7.69755700 9.29532952 6.87869714 3.79223067 10.21586494 0.40018000 0.40018000 0.41285000 -0.00063741 0.00158120 0.00310790 -0.45172000 -0.00548200 -0.08474000 -0.08474000 -0.08474000 -0.11064000 -0.43611000 -0.43611000 0.39896000 0.03911100 -0.44820000 -0.44820000 -0.44820000 -0.44820000 0.40784000 -0.00063741 -0.00631130 -0.44659000 -0.01238300 -0.01238300 0.00499000 -0.01747400 -0.43784000 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 9.878697 12.202114 10.242153 10.027665 9.127296 10.179188 6.878697 2.997112 7.670772 7.088266 13.221119 9.125782 10.613746 9.034528 8.186633 8.799985 11.201051 6.763575 10.483034 10.345076 8.559692 9.510512 9.820811 8.258191 7.462240 10.593793 11.375554 10.38756686 10.43500522 NA 8.99515603 6.84859540 10.32022121 10.58044561 11.34006177 8.47777607 9.66892770 7.29373464 9.79942313 6.86157331 9.10655064 9.52680261 6.36229805 6.89140825 8.39241875 9.18865956 13.10779938 8.56234394 12.69037715 4.76688664 11.48897059 9.95080782 14.72168695 11.25060534 13.22938198 10.44186231 0.05852431 10.12370977 10.69484059 10.81340556 9.17832374 9.37064469 9.45512272 10.77876233 11.41607003 11.16660681 5.31904704 4.25491901 13.84997128 12.00688527 9.73035397 9.16442653 10.53728762 -1.52657673 11.16355351 NA 13.16366266 11.30067790 11.12796783 10.0743976 9.9350349 6.0509848 6.0882646 8.9008683 9.2647184 7.2014761 12.6184480 2.0585243 14.0310791 12.7798309 8.7473511 8.7845998 10.8850665 7.3439203 NA 9.4407818 7.6584307 10.3123656 9.2969229 12.0177956 12.7325631 10.9032238 0.4735272 9.8139620 9.0146521 8.7011716 10.7618449 8.9990763 3.2284493 10.6695428 4.7589587 7.4679087 9.3001040 5.6927229 11.3319251 11.7143468 NA 12.3798825 13.4213751 10.1847923 9.8760346 7.6903012 10.5507050 10.2590080 10.2548743 11.2139709 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 4 2 NA NA 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 7 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 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10.0889750 9.3996960 2.7841270 9.6746529 9.7710734 NA 3.3926471 5.3113687 8.4245782 8.7814659 5.7734742 7.7841205 10.8087712 12.4997797 7.2162938 11.0967339 11.5486018 3.1560891 10.3734962 7.8489427 9.6917180 11.2350891 9.8709591 9.2425873 7.2512466 8.0431711 9.2113717 13.5765280 8.5632413 6.0095398 0.6966171 NA 10.0214007 9.9998676 4.3405124 7.6910113 4.3113651 9.6667635 9.4615292 10.2646137 8.3953623 0.2816686 12.2292571 9.1499282 6.4780172 11.8886421 6.2588995 10.4975575 0.6966171 8.6125368 10.9407241 3.9061113 12.0726473 10.6453899 8.2280389 1.5040101 10.2440052 10.3059703 9.0453856 7.9398313 7.4074641 -0.3032939 10.2319330 8.9170361 10.5052197 1.8665915 6.8103994 10.1081686 3.2202216 10.4631865 8.0868267 4.0185897 10.1672860 11.5429315 9.7071857 11.2226677 9.2560348 15.4685597 0.6966171 7.9012289 10.6065507 4.6966560 7.5263803 7.4681475 7.4313672 2.1121330 11.7831256 10.9564008 9.8901829 9.2348466 3.5546380 4.5793009 9.4431719 9.1550641 8.0208383 8.5639364 9.8981689 10.4271277 7.2928471 13.4825698 3.7841166 -1.3032939 3.7841166 10.3557616 7.8540044 9.5623909 10.5585199 0.6966171 -1.3032939 9.2367856 7.4448501 10.9852526 6.9206589 11.3776763 8.3314688 -0.3032939 7.3039880 -0.3032939 11.2103852 8.0253323 9.9266780 6.6095467 10.2764449 8.4730908 8.0695228 11.5243972 9.6924248 2.5040101 8.3076826 5.8464056 8.3849081 3.4515408 NA 8.8038747 9.6325592 9.9975822 8.3076826 10.7448038 9.2358163 10.3155019 4.2512495 9.6214700 8.5747086 9.8103997 4.1769211 10.2024691 4.1229212 NA 7.2965703 13.5172853 4.7627474 7.7761422 12.4831314 9.5160384 5.2044538 6.8413153 9.3857820 11.1252795 9.8963300 11.0098241 11.6258605 10.6620812 9.6710722 9.5685629 9.2054429 10.4735018 9.7606930 2.2816092 4.4780205 NA NA 10.0021493 10.4368600 9.6065507 7.5390083 8.3691537 12.2181354 4.9634464 8.5747086 6.1804741 11.6127237 9.6725056 8.9958655 5.6966588 11.8014202 12.0569560 10.9024509 8.6682010 4.5660358 10.3232793 9.9975822 11.4849681 9.6332955 10.0010090 9.5967697 9.8077933 9.5216163 3.3405195 6.8362095 7.7162481 8.2853722 10.9097619 7.6631916 8.7761557 3.6035492 11.3835958 8.3849081 11.3486062 8.4615294 9.9326719 9.6710722 11.6690990 9.9924266 7.6537594 0.2816686 8.3866558 7.1187221 10.8198091 8.8715834 10.6891393 9.0264540 7.4582089 10.3182516 9.4837438 2.6966616 7.0185852 6.0542103 2.6966616 3.6035492 3.7410570 11.2930803 5.4648414 6.6214702 9.9970674 6.6886336 1.2816092 11.1372673 10.3436662 11.1550642 11.4104737 8.8489424 9.5853932 7.3251759 10.5701017 10.5421477 10.3145842 10.0744104 11.9998676 1.2816092 8.0868267 1.6966616 10.1789613 8.9622725 9.1447740 9.5287565 12.7868528 12.9503574 0.6966171 9.9698704 10.1890116 0.2816686 4.8464031 7.8051822 1.0185630 NA 7.3512935 7.9935736 14.4817269 10.8886606 8.1017567 9.2338761 10.2459610 11.5186308 8.8502097 9.1786992 10.9692874 2.6035492 3.0889726 9.7768089 9.3778959 7.0846745 5.7078837 11.8651731 9.5247940 11.1031284 9.9067200 7.9493231 10.5869219 7.0498039 4.7875108 9.9445851 0.05602600 0.09196300 0.01575700 -0.00476640 0.34078000 0.00674550 0.02687600 -0.00089028 -0.01446600 -0.01446600 -0.01446600 -0.01056700 -0.12039000 -0.01357800 0.09196300 -0.00041094 -0.30949000 -0.30949000 -0.30949000 -0.31849000 0.01622600 -0.00476640 -0.00545780 0.00000000 -0.01799900 -0.01799900 -0.00089028 -0.00476640 -0.30374000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -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 0.000 0.000 0.000 -0.309 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -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 0.000 0.000 0.000 -0.309 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.097537 11.867052 12.319853 9.885864 8.774808 10.937747 6.471444 5.122921 7.961100 7.076036 12.933345 8.978785 10.572791 10.176190 8.370585 8.347709 10.332829 5.529546 10.504013 9.813651 8.004997 9.199589 9.634752 6.757354 6.529548 10.680008 12.387747 9.9416161 10.3141250 -1.3032939 8.4245782 7.2280394 10.0387323 10.5834973 11.3712913 8.6782248 9.8809131 7.9158262 10.0905843 7.9134035 9.2211992 9.4515452 7.5168362 7.0049968 7.4812925 8.6095470 13.1995515 9.9987252 13.6411867 6.8841583 10.2167851 10.6667635 15.7388941 11.7989614 13.3209390 11.0498045 4.0889726 10.7172903 9.3141250 11.1218735 9.2483660 8.9958655 8.9924266 10.2034611 12.2183807 11.5390079 6.3761375 6.6095467 13.4743706 11.3046814 10.6259160 8.4398089 9.5208208 0.2816686 11.0528344 -1.3032939 12.9881161 11.7941795 10.7624103 10.808771 9.691718 7.027574 6.333282 9.293779 9.198495 6.805182 12.161563 1.281609 13.954487 13.181355 8.660998 8.885728 10.385782 5.106047 -1.303294 9.474735 6.685342 9.589959 9.737632 11.188010 13.098804 10.746506 2.866592 10.151471 7.084674 9.156089 11.644112 9.843226 5.220218 10.672506 5.915827 7.438125 9.606551 5.354868 10.909762 11.336677 -1.303294 12.270660 12.702545 10.461529 10.318252 7.093262 11.218013 11.659011 11.178903 10.657423 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 1 NA 6 2 1 1 1 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 9.096571 6.568192 2.867758 NA NA 8.115680 8.774643 NA 9.406911 11.971040 12.062509 9.595673 8.912146 12.489804 NA 8.750395 8.700642 10.143877 9.609219 7.511609 8.955215 8.260069 8.391314 9.810267 11.115680 7.260070 3.867748 NA NA 9.115680 10.153154 NA 8.294017 6.568192 8.422341 9.452715 9.189680 8.327184 NA 11.185165 9.997035 NA 9.798489 6.867752 10.422341 NA 7.675107 10.955215 NA 11.042678 10.399134 7.452715 NA 10.251456 10.414647 9.955215 7.997035 9.153155 3.867748 8.511608 9.786615 9.965784 NA 7.912146 8.845032 NA 10.668652 7.391314 6.037677 9.482462 12.867752 9.017499 12.779144 13.263286 15.030458 4.452714 7.391314 5.452714 7.391314 7.774643 8.845032 7.037678 6.189680 10.719501 10.475083 9.786615 8.595673 NA NA 9.867752 9.662168 6.774643 9.609219 9.153155 8.997035 7.189680 13.030144 8.422341 NA 4.452714 10.687931 8.725733 8.750395 12.110926 NA NA 8.225304 11.225304 8.855528 9.310696 11.347532 8.675107 NA 8.422341 4.867753 11.753449 8.452715 9.965784 6.675107 8.482462 7.037678 8.622640 10.452715 8.391314 8.649112 3.867748 7.511609 10.153154 5.867753 3.867748 9.595673 10.057577 8.890120 9.713242 8.540178 10.540178 9.821949 9.933841 9.944568 8.540178 8.391314 NA 9.635936 5.867753 NA 6.955215 13.219796 6.037677 5.189682 10.629303 11.756495 6.327184 8.976277 9.391314 11.032659 10.489804 10.242792 9.912146 10.467665 6.675107 5.675107 11.171533 10.867752 8.153154 8.077206 9.207602 NA 6.327184 7.997035 9.482462 9.511608 4.867753 9.045271 6.675107 7.622640 6.774643 6.867752 11.478777 8.115680 4.867753 NA 9.933841 11.827754 11.082071 9.622640 6.714747 10.609219 9.422341 12.945903 7.997035 9.965784 9.406911 9.622640 10.928448 NA NA 9.277143 7.327183 10.862106 11.533088 8.622640 5.189682 10.406911 8.890120 9.525964 9.077206 9.845032 10.294017 12.103766 8.774643 8.359606 7.037678 6.568192 8.037677 8.725733 7.189680 10.638515 9.675107 7.821949 9.207602 2.867758 5.189682 8.997035 2.867758 2.867758 6.675107 5.675107 8.750395 6.675107 7.622640 9.422341 NA NA 11.615945 9.540177 10.086921 11.101372 9.525964 8.405048 7.949262 8.976277 9.294017 11.194182 8.189680 9.171533 NA 7.821949 NA 10.242792 6.568192 10.057577 10.738117 12.191933 13.291918 NA 9.077206 11.225304 6.037677 7.511609 2.867758 2.867758 NA 8.976277 7.997035 13.943231 9.057577 8.700642 6.327184 8.976277 11.655655 8.511608 8.422341 9.856437 NA 6.189680 10.595673 9.153155 7.115679 8.422341 11.379505 9.738117 10.225304 9.635936 7.189680 9.452715 7.391314 7.511609 11.735031 -0.0069837 0.0035758 -0.5779800 0.0143300 0.0179630 0.0000000 0.0122160 -0.0114720 3.6569000 -0.1025000 -0.1025000 -0.1044000 -0.0069837 -0.0069837 0.0035758 0.0045800 -0.5827300 -0.5827300 -0.5827300 -0.5827300 -0.5827300 0.0143300 0.0090312 -0.6204200 0.0054139 0.0054139 -0.5991500 0.0095883 -0.1722100 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 -0.584 -0.584 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 -0.584 -0.584 0.000 0.000 -0.102 -0.102 9.675107 12.189680 9.649112 11.189680 6.867752 9.750395 3.867748 4.867753 9.277143 5.452714 13.974969 8.675107 8.568192 7.769826 7.037678 5.867753 11.827754 9.343486 11.359605 10.067425 7.867752 6.011798 11.909411 6.189680 7.037678 11.052628 14.253615 10.912146 9.649112 5.189682 10.207602 8.725733 8.452715 14.553377 9.662168 12.032659 9.207602 8.115680 9.713242 4.452714 8.391314 11.255770 13.749631 7.189680 6.037677 9.437608 12.272894 10.744269 10.017499 3.882105 12.559496 10.497109 14.168677 11.395229 12.978888 10.302380 NA 11.816119 11.928448 9.568192 7.452715 4.867753 8.077206 10.216480 6.675107 11.795530 6.327184 5.452714 14.474458 10.798490 9.540177 7.725733 9.277143 7.115679 10.106157 NA 13.170391 10.082751 10.153154 11.971040 10.143877 3.867748 8.540178 9.944568 8.077206 8.077206 13.521457 5.189682 13.509804 10.351568 10.207602 8.030446 10.216480 7.452715 6.675107 11.433806 6.955215 9.057577 8.821948 12.500747 11.639242 9.675107 4.452714 8.845032 7.511609 8.037677 10.713242 8.359606 10.318963 9.912146 9.725733 7.568192 9.511608 NA 10.862106 9.189680 NA 13.003461 12.129847 8.189680 9.207602 9.277143 10.810267 8.511608 11.077206 8.327184 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 5 1 NA NA NA 2 3 2 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 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11.1559893 11.8074166 9.6583497 11.6152438 12.0347209 5.2213512 10.0600351 9.3381010 10.1308869 10.2516391 8.6067194 8.3927463 7.8710199 9.2205242 8.9971656 11.5108206 8.0144937 6.1946347 0.0381552 -0.5468776 10.2221786 9.7333581 4.6626214 7.1042192 4.1255932 8.4783069 9.5557991 10.9442688 7.6577386 4.1810866 10.9349667 9.8966289 4.1255932 10.5633243 6.2279547 10.9614572 -1.5466668 8.2427011 11.4793449 2.2605075 11.3903571 10.1409803 8.1291243 2.1536108 10.6555268 10.2450505 8.8964114 8.2685504 5.2860568 -0.5468776 9.8720740 8.6479243 10.2955176 0.4531224 6.5459251 8.9845486 0.4531224 10.7028733 11.1729839 4.4531686 11.8820417 13.8911143 9.8545801 10.8927385 10.7466389 15.8541217 NA 8.9480229 9.3502563 5.2080529 7.4333067 7.7081955 5.7477875 2.6626157 11.1821506 10.9120865 10.1238236 9.1562057 5.0970250 4.6626214 9.5564551 8.2443301 7.9806440 9.1587998 9.7846440 10.2777283 7.6003723 13.0208857 1.0381552 -0.5468776 4.8794313 10.3150296 7.8497723 8.8919592 10.5053957 2.9125924 1.7750927 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11.737847 9.784644 9.256491 8.315804 9.800789 6.418952 7.885709 8.855113 6.424711 5.887796 9.613669 9.584381 13.375984 10.481419 12.283187 6.528271 10.450700 11.087071 15.767742 11.806176 12.896240 11.022786 1.453175 11.193580 10.034839 10.795798 9.157936 9.528646 9.349500 9.907981 11.042116 11.650690 2.260507 5.691573 13.653627 10.896888 9.601644 6.686788 9.913623 2.153611 11.550047 NA 12.421654 11.567049 11.283881 11.1559893 10.1308869 6.3173529 7.6626207 8.9369830 9.2369840 5.7010943 13.1513982 2.1536108 13.3144481 12.0993884 8.5616916 9.3482351 9.7700145 4.3358119 NA 9.3562959 8.7705800 9.3072564 9.9505202 10.9159252 11.9778314 11.3264191 -0.5468776 9.6361823 7.0230224 9.1042190 11.3733340 10.1992617 2.0381201 10.0215984 6.8018959 8.0752192 10.1648343 6.2080548 11.3273802 11.2943384 NA 12.6098824 12.3097873 10.3403879 10.6364925 7.3690468 10.7913465 11.3581781 12.1152926 11.0919901 TCGA-CJ-4644 48 1 336 NA kidney stage iv t3a n0 m1 19-3-2015 female 2004 NA NA NA kidney clear cell 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5.7272398 11.5718145 10.4074350 9.1952009 11.3474875 9.8066872 16.5112357 NA 8.7646487 10.0642489 3.3736065 7.7246250 7.8547307 5.0616596 1.7886440 11.2677482 10.9058518 10.2246591 8.5743665 6.5256069 5.1105679 9.1970894 8.2733527 8.2204876 9.5089808 9.2139742 10.2107064 6.7836230 13.7879370 3.2625685 NA 6.0449820 10.1757016 7.4000768 8.4324976 10.7479997 -0.3811975 NA 9.7344106 6.2260461 10.6549865 7.7836236 11.3972045 8.5845011 NA 0.2036397 NA 11.8654572 7.0491690 9.1961455 4.3466378 9.8232878 9.6116551 8.3802680 11.1677793 9.5924141 1.6187085 7.4547673 3.7479996 8.9144856 NA -1.3811975 8.4579205 8.9144856 9.9817562 8.1790497 10.2634743 8.8342495 10.3951497 0.2036397 10.0476001 7.1500976 9.4579205 2.9348561 10.0008002 5.7061796 NA 7.8281701 13.5853122 1.4260500 8.8761043 13.0283064 9.6961999 4.4766992 6.8808116 10.7269144 10.6299439 9.1800046 10.2924674 11.6878727 11.0368328 7.4798037 9.0883584 10.3976151 10.9119009 9.6972545 3.4766927 0.6187085 NA -1.3811975 9.9485130 9.3069669 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0.590 0.590 0.000 0.000 0.000 0.000 0.356 0.085 10.136386 11.931032 13.122915 10.276928 9.328662 11.389793 2.203671 2.426077 8.082241 6.078149 12.339282 8.664545 10.875220 8.188990 8.025751 8.628545 10.620125 6.847535 10.889596 7.798626 8.440490 9.046019 9.626424 8.238936 7.815933 10.788329 12.177018 9.877871 10.272010 -1.381198 8.489081 7.716749 10.183819 10.388141 11.769575 8.870199 9.226971 7.343230 9.430894 6.346638 8.224196 8.898327 5.360185 5.188571 9.225122 9.345786 12.696200 7.090392 12.784801 5.285898 10.064249 10.006734 15.874769 11.220487 13.399718 10.445662 1.203702 10.969380 8.974068 10.157391 8.920213 9.223270 9.802972 9.829388 10.959679 11.558847 1.426050 5.305215 13.588355 11.587923 9.775432 7.082241 11.088867 NA 11.316553 NA 12.739360 10.712134 10.775432 10.3100240 9.8493375 5.2186301 7.3669097 9.0323444 8.4452653 7.1025322 13.0123725 2.5256179 14.3365269 12.0131793 7.8134734 9.3605291 10.2371021 3.4766927 0.2036397 8.7886417 7.5553545 9.7447758 9.6038470 11.0267810 12.1631981 10.4626376 -0.3811975 9.4657739 7.8784599 9.2553412 10.9635673 9.3286619 2.5256179 10.4832897 6.2407684 7.3260762 9.3534263 4.2036788 11.3744388 11.2596394 NA 12.5593973 13.2203133 10.7998689 9.6151900 7.6017099 10.2827194 10.0647661 11.3171696 10.7814793 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 1 NA 5 2 3 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 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.92661148 -0.95595567 NA 9.91124816 9.58312810 4.13143309 7.22387815 3.68782216 12.83970467 9.22138895 9.86255151 9.21013239 2.50339962 11.67514644 10.34088557 7.44484842 11.29840750 8.02696269 11.70819444 NA 9.07463655 11.04537758 4.08836212 11.92833072 10.51208424 7.47023424 2.62893687 10.11742142 10.54851032 9.27194618 7.72696401 6.90815601 NA 10.27878686 8.72520775 9.89961658 NA 6.96878197 10.11811090 2.74441947 9.61761659 11.08665475 5.81215420 12.98529398 12.31017028 9.41792212 10.98391585 10.61240060 16.23877431 NA 8.57729928 9.29545190 4.21389159 7.59471649 7.67696480 9.96655376 2.21390714 11.11341915 10.47023414 10.61903585 7.55176439 2.50339962 1.36591645 9.82942180 9.76592305 8.51564465 9.31892981 9.93423370 10.27218676 7.58700112 13.37635564 3.21389159 0.62891354 4.13143309 10.58700121 7.87685947 8.57339990 11.03796920 0.62891354 0.62891354 9.29899801 7.87685947 10.51848655 8.92813992 10.82614859 8.46813566 NA 8.12345411 2.36588847 10.20194782 7.62893176 9.59663852 4.97470826 9.90272753 8.58118777 7.82860429 10.76720364 8.76677701 3.04397437 7.70218100 5.62893104 9.09925180 0.04390439 NA 9.33398829 9.82450916 9.38270572 8.48068076 9.74354190 9.64202190 10.38326267 4.21389159 9.56360566 6.74440870 9.39159074 3.36590246 9.93954469 3.36590246 -0.95595567 6.92048625 13.67213009 4.92661148 7.14200185 10.18288109 9.35798607 4.59855577 6.02124874 10.43682344 10.69097801 9.56163869 10.94408141 11.32922997 10.79927425 9.08972906 9.59951716 9.62139825 10.71063719 9.86441166 3.99816842 3.68782216 -0.95595567 NA 9.66967825 9.11274756 9.89259230 8.03832259 9.98580936 8.79551339 7.77867906 8.18352076 6.74440870 12.26661337 9.49105258 9.43735988 6.34775068 11.09109332 13.53957460 11.45150271 9.08425910 1.92759310 9.72959423 9.54381523 11.42388917 9.54878839 9.67787271 10.03526443 9.58893383 8.23626204 3.50339962 7.05519674 9.38604397 7.91741326 11.52046247 9.08456048 6.98078393 3.74440870 11.44084171 8.16809091 11.00360912 7.81875663 9.93878713 10.04537758 11.40179625 10.26132125 8.01838381 0.04390439 9.35798607 7.74787274 10.29426784 9.03123334 10.87494401 9.04959401 8.21138752 10.12678370 6.59855875 2.36588847 6.32009290 3.29189820 6.08781711 4.59855577 3.04397437 10.36646090 6.23379413 7.16809041 11.54406430 6.69502083 0.04390439 11.13969606 10.57046862 10.78037129 10.93613269 8.52576900 8.61382482 5.69602443 10.95798067 11.12245382 10.70574745 10.02482302 11.15314710 4.56753328 8.80718166 0.62891354 9.95536134 8.81875631 9.40810403 9.88553379 13.65285946 14.25844029 4.92661148 11.66028846 10.31192651 0.62891354 4.36589546 7.36589721 0.04390439 NA 7.11543179 7.79551372 14.34206776 9.53588266 8.51157478 9.53782487 8.98941323 12.44684820 8.58700112 9.11075812 10.70441102 NA 3.95086030 9.96878183 9.18479924 7.30135718 8.40371892 11.29545178 9.75219112 10.49260190 9.36476983 8.00397152 10.81256729 7.20887617 4.99443943 10.19752142 0.0177780 0.0177780 0.3473000 0.0000000 -0.0452710 0.0209030 0.0290440 0.0048579 -0.0528560 -0.0528560 -0.0528560 -0.0406160 0.0177780 0.0177780 0.0207880 -0.4699300 -0.4777400 -0.4688700 -0.4688700 -0.4719100 -0.1110300 0.0000000 0.0202030 -0.1046200 -0.0194100 -0.4521100 0.0102850 -0.1563100 -0.1647900 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 10.446449 11.554486 10.269779 10.743108 10.241186 11.037615 3.291898 4.043966 7.676965 6.233794 14.152943 9.293427 11.884747 9.075298 7.833275 8.250984 11.009393 6.636426 10.394356 11.180320 8.272788 8.508311 10.007003 7.662355 7.162911 11.345180 13.100607 11.0322990 10.3078253 1.3659165 8.2989978 6.9687820 10.2263638 10.6359591 11.6887270 9.7075276 9.9433262 7.5237493 10.5443133 7.1207853 8.6438822 9.9908756 7.1472568 6.7786791 8.6968142 8.1261185 13.2728632 9.4244304 12.5721793 6.7437842 11.4042678 11.3976676 15.7536994 12.2591990 13.0837452 10.7812167 0.6289135 10.6246991 9.1732524 11.4704962 9.1667973 9.4373599 9.1771115 10.2643477 11.2924900 11.7106372 4.5985558 6.8641478 14.2350255 10.7039652 9.7243288 6.9508603 8.9448362 2.3658885 11.1130834 NA 13.0622565 11.1163968 10.8212247 11.044322 10.147913 6.356852 5.825330 8.604302 9.367024 6.606211 12.695232 2.043974 13.246629 13.067377 8.541821 8.506819 10.048892 4.744409 NA 10.055895 7.923553 10.009754 9.770187 11.562868 12.504297 11.261321 1.851319 9.298998 6.992337 8.900395 10.899617 9.255858 3.131425 10.331105 5.974706 7.828604 9.892592 5.419010 11.520462 11.112412 1.043974 12.334276 13.057990 10.464982 10.126784 8.585066 11.066684 10.910862 11.037690 10.632736 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 1 2 2 1 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 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 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.13949763 7.75797197 6.63625629 0.48655993 10.19559306 8.44070558 10.83246885 1.29384130 6.82190023 10.14025002 2.39338874 10.20461394 8.53090334 3.39340247 11.24358876 11.14315754 9.53226883 11.15295520 9.89802026 15.39413932 -0.51354304 7.23134312 10.72102731 4.44070641 7.53635758 7.92530104 7.18694915 1.79393749 11.39658980 11.24785271 9.84845300 9.07241080 3.80843654 4.69596042 10.09522610 8.74977861 8.52542841 8.19214188 9.77133331 10.57164970 6.43487672 13.78130946 3.84406421 NA 0.80842624 10.94363355 7.07896628 8.80052592 10.83689599 0.07148811 1.48650844 8.89377689 7.12313436 10.75932564 8.42314701 11.22628984 9.04013846 -1.51333711 4.04109401 -1.51333711 11.62654016 7.87021366 9.78857691 6.56332442 9.54517744 8.36609268 8.05446540 10.53669802 8.09753390 2.57398037 8.18173767 5.14471942 8.20075494 0.07148811 NA 8.56466016 9.52748385 9.85283144 8.16070140 10.43158723 10.05636486 10.63720856 2.57398037 10.23218358 6.94594123 9.33121502 4.14014059 9.52885258 2.87882341 -1.51333711 6.97836268 14.00267095 3.97836040 9.87614057 13.38718742 10.65956168 5.82636035 6.89589998 9.82078257 10.49808598 9.48862105 10.29708088 11.68756106 11.44705429 8.51026374 9.45948900 8.89802026 10.78771960 9.88983019 2.73443867 2.29387072 NA NA 9.53635777 10.68587490 9.07522401 8.23972597 9.48728395 10.51406978 4.10122144 8.85283159 9.51441523 12.16356817 9.50748922 8.11221794 4.67633512 10.73858327 11.95513329 11.69489603 9.86263457 1.91276482 10.96122922 9.44215913 12.40341502 9.67571609 9.13486676 9.56998867 10.16202532 9.86371982 -0.51354304 7.93152410 6.07147094 7.92530104 10.79086056 6.29553753 7.85848212 3.84406421 10.98211450 7.82858398 10.78514469 8.57794463 10.32768040 9.77017642 11.24035273 10.41317591 7.90013743 0.07148811 7.74625229 5.95411487 10.52508539 9.03629397 11.05031803 9.45445600 7.27114364 10.02421300 8.60674720 1.94594474 7.71292175 0.80842624 7.82853956 3.65643917 1.94594474 10.31464578 5.21442793 6.80392186 9.54652969 6.13418397 0.07148811 11.29225312 11.02978277 10.98286377 11.05327686 8.89058653 8.35693565 6.60342458 10.54246952 11.26335348 10.78571728 9.73206191 11.55579119 2.73443867 8.63371419 -1.51333711 10.08316496 8.85719663 10.07053222 10.25220973 12.30019026 13.49799861 0.48655993 10.55998139 10.58848491 -0.51354304 3.69596042 8.70934027 0.80842624 NA 5.58454165 7.25469324 14.22068962 10.08037186 6.69596320 8.56998848 9.82301576 11.21166245 7.65392775 9.15258222 10.81994419 3.29387072 1.07148811 10.54280824 9.30828328 6.50331693 6.22797591 11.86385539 8.67756849 11.18130242 9.09568791 9.23218370 9.90488897 6.39939842 3.57396826 11.01496336 0.04641700 0.04641700 0.02735700 -0.00443120 0.18783000 0.01502800 0.02048300 -0.00318590 -0.01664000 -0.01664000 -0.01664000 0.01642100 -0.37963000 -0.35179000 0.04733700 0.00402430 -0.40174000 -0.40174000 -0.40643000 -0.39441000 0.02735700 -0.00443120 -0.00035951 -0.02829700 -0.03217800 -0.03217800 -0.01243700 -0.02054900 -0.39753000 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 10.520964 12.189872 12.132505 10.380190 9.546530 9.870214 3.615793 5.573971 8.852821 6.695963 13.205898 9.735854 10.732953 10.217586 7.407815 7.828584 9.570653 6.381327 9.507489 9.052563 7.455176 8.868366 10.226918 6.530904 6.344489 11.329252 11.772634 9.754466 9.852285 3.393402 7.455176 6.261296 9.872911 11.543316 11.281331 8.956151 9.968309 7.446511 9.882579 6.958185 8.412805 10.218253 7.988347 6.636256 8.773067 8.164229 12.843305 8.543147 13.161419 6.117541 11.776672 10.709002 15.588587 10.394151 13.601919 10.605126 3.010064 11.138458 9.403135 10.788863 8.399398 8.112218 8.541792 10.559647 12.048394 11.593726 6.724914 6.179997 14.055318 10.961483 10.768150 9.479448 9.563325 NA 10.790005 NA 13.054940 10.918714 10.428657 10.563993 9.433416 5.144719 5.010073 9.227976 9.371443 7.576622 12.140351 1.945945 14.273851 12.608933 8.123134 8.609531 10.252210 6.063939 1.945945 9.526114 8.391896 9.446511 9.429603 12.350212 13.014963 10.552262 1.486508 9.304292 7.200754 8.893777 10.767860 8.808438 4.130363 10.593726 3.440700 7.287409 9.075224 4.440706 10.790861 11.424067 NA 12.186732 13.061753 10.156280 10.024213 7.618366 11.320190 11.293864 10.898817 10.107723 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 1 NA 1 2 2 3 2 3 1 1 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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0 0 0 0 0 1.248485e-06 3.468013e-07 NA 9.9125969 10.1071725 5.9105792 -1.1555340 9.7611164 5.7640701 -0.1555340 0.1664584 3.7513780 7.3562433 10.0654732 4.7513834 5.4883479 10.4605797 11.5653759 10.1071725 9.7491249 12.0912310 2.1664262 10.2129969 8.6518453 9.9503989 10.7935875 7.1798802 7.7271336 6.9266399 9.4228631 8.9332787 10.1590736 7.4508219 6.0043621 1.1663941 -1.1555340 9.9853201 9.8854650 3.7024692 7.0194161 2.5449304 8.0293656 9.7079023 8.6742131 6.2368083 2.1664262 10.5366700 9.7294240 3.3039268 10.2373444 4.2368064 10.6574699 NA 7.8160339 11.1840620 2.7513780 9.8515176 10.1499822 7.2195296 NA 10.8057411 10.9346789 9.6348388 7.6027137 0.8444660 NA 9.2936390 7.8861495 10.2086250 -1.1555340 6.7811289 8.9929669 3.0144089 10.3353412 12.2028668 6.7633531 11.0925069 13.2779454 9.4892479 10.8239156 9.9929669 16.5512225 NA 8.7840694 9.7225413 3.7986830 7.5169158 8.8902500 5.2538796 1.2986583 11.3265420 11.4207385 9.7825997 8.5186827 -0.1555340 3.4294553 9.7133130 7.8916142 8.7468656 7.9582325 9.8501149 10.5796233 6.4665423 13.1450574 -1.1555340 -0.1555340 5.5449304 10.6360603 7.1206153 8.5825827 11.2607601 3.3039268 NA 9.5630233 7.7210076 10.1654094 9.0330791 10.5177995 8.6077028 NA 3.7024692 NA 12.4659700 7.8943388 9.2822424 5.1298929 8.6043786 8.7468656 7.6931133 11.0962686 9.1709198 2.6518439 6.3990788 1.8445062 8.7913967 NA NA 8.3913850 9.4162429 11.2140877 8.5808924 10.0660775 9.6630726 10.3937937 NA 10.6295341 8.1459866 9.5792339 2.5449304 9.4847353 4.0144178 -0.1555340 6.9530149 14.6156445 0.8444660 6.9634314 13.2647138 9.8943390 3.5449304 6.5859570 10.7079024 10.3601902 9.4219192 10.3237655 11.3828636 11.3537705 8.4518206 7.8444905 10.3363434 11.0745108 9.0792120 1.4294285 -1.1555340 -1.1555340 NA 8.0093976 10.1748471 8.8984164 8.0343148 10.0395857 11.6526502 3.7986830 9.9601843 9.7737488 12.2428333 10.6985796 8.8820374 4.1664182 11.0256426 12.6561661 11.5466630 9.5230905 5.1768413 9.9352644 9.3611753 12.5138184 9.2314307 10.3151492 8.8875177 8.6323929 11.0237775 2.9319477 1.8445062 5.8102734 8.4973353 11.2778150 11.6839284 9.3916451 4.4294553 11.5438459 8.3423423 10.6662644 9.2581182 9.9744173 10.1573733 12.4460291 9.8437857 7.2998179 -1.1555340 8.9092331 6.4518210 9.7140842 8.8984164 10.7396870 9.2780758 7.6614739 9.3572309 6.7986869 1.8445062 7.7928573 5.1843398 1.6518668 3.6518439 -0.1555340 10.3841339 7.3483165 6.5379778 10.0496727 4.9319525 NA 10.8030431 10.6114333 11.0441627 10.3572309 8.3836490 8.3595989 5.7936748 10.4964390 11.0870690 11.1356611 10.0822978 10.7778122 NA 8.2303529 NA 9.6750056 7.6805410 9.3670720 10.1533981 12.4141087 15.8904313 3.4883479 11.6429622 9.6734202 -1.1555340 3.4883479 8.0088695 0.4294285 NA 6.3522854 6.3039214 14.7640986 9.7862863 7.8640809 9.0318423 8.9865975 11.7408228 6.9213054 9.1491953 10.9575814 1.1663941 1.1663941 10.2469695 9.5009152 7.0490611 5.3202247 11.3722117 9.2249514 10.6393123 9.3453323 8.1551031 9.6899805 7.2496321 2.9538426 10.7626082 -0.01895900 -0.02595700 0.01838300 -0.53804000 0.01112100 0.00013863 0.02174400 -0.01835300 -0.05077600 -0.05077600 -0.05077600 -0.05077600 -0.01895900 -0.01895900 -0.00235530 -0.55096000 -0.74959000 -0.74959000 -0.75020000 -0.75020000 0.01838300 -0.53804000 0.00041593 -0.74959000 0.52415000 0.52415000 -0.01835300 0.01042400 0.00305220 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 11.499574 11.654861 11.861821 10.715626 10.072708 10.862691 4.844491 1.844506 7.596035 2.303927 12.629330 8.968974 5.689981 6.999004 7.708181 8.320224 11.397159 7.184341 10.385587 9.803043 8.587642 8.704460 10.538705 7.994237 7.481115 10.848360 13.406554 9.519565 10.397159 NA 8.344336 7.034315 10.145415 10.301871 11.065171 9.607703 9.223869 6.530991 9.107760 5.599377 6.537978 9.394275 4.368049 3.751378 9.269706 9.515147 13.409057 7.945153 11.663073 5.726521 9.954321 11.293639 15.700211 11.169233 14.094122 10.100699 3.544930 10.118286 9.876536 9.422863 8.555297 8.882037 9.361175 9.947122 9.222785 11.488119 2.166426 5.184340 15.259340 10.917293 8.810275 8.066077 9.477485 NA 11.360190 -1.155534 12.908475 10.283282 10.856766 10.460580 9.950399 4.399082 5.638905 9.180997 8.767818 8.279118 13.048446 2.014427 14.398240 11.453669 7.696239 9.411391 10.021910 9.359204 -1.155534 8.770786 8.939887 9.502702 9.641341 11.617011 11.088557 11.043549 0.844466 9.434142 6.963431 8.865470 10.833530 8.951708 1.651867 9.960184 2.303927 7.792857 8.898416 4.516917 11.277815 11.270493 NA 13.484227 12.755227 10.750253 9.357231 7.897058 10.976669 9.872396 12.000292 11.139338 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 1 2 3 1 3 4 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 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 7 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 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 4 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 7 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 4 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 7 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 1.075084e-06 3.814814e-07 NA 10.5728961 10.2369124 8.0811340 7.5275028 9.3232417 9.6130303 -1.3823254 0.4933399 2.6176041 8.3006038 9.5461278 5.4630993 5.3724960 10.6354617 11.8382900 10.0677897 10.5413083 11.5489010 0.6175806 9.7781111 8.7024179 9.9429149 10.4979582 7.5659764 7.4848881 7.8074341 8.1874649 8.7800006 14.7367329 7.6992525 6.1950385 NA NA 9.2623669 9.7686260 4.8074322 6.7520354 2.4249758 10.3322842 9.3857938 9.1184514 6.5063528 1.9395275 10.7258072 9.3981492 8.7222081 10.0527588 6.3923964 10.8282807 1.7875160 8.8820521 10.8610809 2.7875369 10.7504304 10.1114649 8.0564014 NA 10.5352538 10.2128670 8.2593723 7.5483465 8.4136491 0.2025118 9.3189158 8.4087721 10.4883595 -0.3823254 5.7875343 9.6630484 3.3180420 9.5078737 10.0852150 6.0438738 10.9574511 12.9266594 8.9980705 10.9231012 10.3137076 16.1255047 NA 8.5275024 10.6312810 3.6176041 7.5063528 8.0227506 7.4910538 -0.3397102 11.1470400 10.7875344 10.8972200 8.2686613 3.8270670 3.4249624 9.6351139 8.4895148 8.2704542 9.0933428 9.3232417 9.8294978 6.8890719 13.8065459 3.0770379 NA 3.3724925 10.3628636 7.9641231 8.5934572 10.9293578 1.6176276 NA 9.9485262 7.2864940 10.8487706 9.4825694 11.4469357 8.0333514 NA 6.5244994 0.9395275 11.3940425 7.2650674 9.7629047 1.7875160 9.9630147 9.3857938 7.9053220 10.7676740 8.7912866 0.9395275 7.7925352 3.7468932 8.9429150 1.7875160 NA 8.1817590 9.4313906 10.1678752 8.2396611 9.0216865 9.3128378 10.2156620 2.9395463 9.6034513 7.6260383 9.9133783 3.0099204 9.7787413 4.9751624 0.2025118 7.5394504 14.0439397 5.2469667 10.2992870 12.4825693 9.8264535 3.0770379 5.3989694 10.7865949 10.4595669 10.1009214 10.5848357 11.7252662 11.0075096 7.7648145 9.4786964 9.7241724 10.8267581 9.6487730 6.3041094 2.8655428 0.2025118 -1.3823254 9.8673155 9.6823522 9.0953677 7.7673569 9.1231928 9.3923964 4.8074322 8.9440388 8.6970941 12.0162195 10.1209383 9.0605530 3.8270670 11.3849663 12.9395375 10.9726852 9.3623088 3.5379048 10.1888880 9.5017799 12.1218077 8.9937349 10.6119629 9.4079579 8.2596609 7.9839319 1.4249758 7.7443138 7.1606409 8.1014253 10.9638461 9.7077482 8.0704274 3.2025744 11.5750743 8.3438275 10.9027226 8.5557188 9.7578002 10.0698506 11.6608076 10.4071430 7.1134640 NA 8.3641237 7.1333097 9.7057352 9.1645040 10.7199001 9.0511948 7.3758327 9.5571885 8.6119628 0.6175806 8.1683562 3.5245025 3.3180420 3.9395369 3.9751624 10.9627374 6.2829457 6.6997584 10.7219199 6.0303052 -1.3823254 10.7875344 10.2970895 10.7517148 10.1717186 8.6385894 8.4454602 5.9754261 11.2517398 11.7174503 10.5941735 9.8178950 10.4925908 -0.3823254 7.9969880 -1.3823254 9.9822913 9.9882968 9.4994882 8.8294976 13.7384953 13.7424577 4.8464281 11.3402035 10.1034388 NA 4.1721995 9.1024324 -0.3823254 0.9395275 7.1489910 7.0770411 13.4507466 11.1288753 8.2063238 8.6288366 9.2731401 11.7806301 7.8049615 8.9822147 11.0021234 2.8655428 3.3180420 10.2267881 8.5920242 7.3923964 10.3683165 11.4445551 9.0417758 11.3975339 9.7116871 10.0093900 11.0388853 7.1950385 4.0303891 10.1298561 -0.00013862 -0.00013862 0.20457000 -0.01178800 0.86255000 0.17882000 0.18132000 -0.01601700 0.03622900 0.03622900 0.02520500 0.02520500 -0.06104800 -0.05738400 -0.00013862 -0.03455300 -0.51415000 -0.48292000 -0.49496000 0.19507000 0.20457000 -0.01009400 -0.20274000 0.17272000 -0.20286000 -0.20286000 -0.01601700 -0.02542000 -0.20486000 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 -0.288 0.195 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 -0.288 0.195 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 10.492975 11.941086 10.716957 10.025408 9.853624 12.067790 4.639979 1.424976 7.369153 4.424962 12.774167 9.195803 14.699467 9.523433 7.864208 9.042825 11.276490 6.524499 10.387860 11.655671 8.374166 9.607252 10.416592 8.270454 7.542422 11.581409 12.809825 10.4197219 10.2006922 6.4879734 8.5761619 7.5453877 10.3783293 10.6708565 11.8963492 9.3641237 9.5681653 7.4468567 10.6027398 7.3318548 7.4377887 9.5086337 5.5833927 8.4393834 9.2496959 9.5017799 13.3048210 8.1234210 12.4695536 7.1222700 11.9732358 11.5777924 15.3985464 11.1862781 14.1129336 10.8646468 1.2025744 10.9828382 9.8960588 11.0099268 9.1940937 9.0605530 9.4055119 10.0475392 10.1750731 11.6163761 5.0605533 5.3857934 14.7559036 11.2144980 9.1194467 5.7586949 10.3683165 -0.3823254 11.5201729 NA 12.5656116 10.6950728 10.8998291 10.6354617 9.9429149 5.6944261 6.3387079 9.1884138 8.9685487 7.5184761 13.1115843 3.1411712 13.1200683 12.8027171 8.2776054 8.5323532 10.2249397 3.5245025 -0.3823254 9.4249643 7.5862761 9.8166682 9.5071134 11.2981887 11.1196953 11.2121673 1.2025744 10.8794106 7.9707565 9.1084604 10.5648810 9.3344288 1.2025744 10.0264699 8.7130063 9.3833099 9.0953677 4.7673582 10.9638461 11.3165311 NA 12.8359456 13.2816678 10.4116190 9.5571885 7.6997584 10.7375232 10.5237485 10.6038212 11.3733962 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 5 2 3 4 1 4 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 5 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 5 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 7.629629e-07 4.855218e-07 -1.2908859 10.4432721 10.0432592 7.8688571 1.2939590 9.7499606 9.3455290 0.7090259 2.0381201 5.0127653 8.2712282 10.6003899 5.6976710 7.7911349 11.0167559 12.1576185 8.9378046 10.8898274 12.2736118 4.2635753 10.1082639 8.4605300 10.2731354 10.3778709 8.9074309 8.9722552 8.2674066 9.4215128 9.2078350 13.6339375 8.1999770 5.8587320 0.2939590 NA 10.0477223 9.9622425 3.9569116 7.6337981 4.5669673 9.8587331 9.5739457 10.3496827 9.0024575 1.5163178 11.1339395 10.2143013 5.8382686 11.0432592 5.1684174 11.0385020 NA 8.7601950 11.2650129 3.2325533 11.3422082 10.2088318 8.2187608 0.2939590 10.3426760 10.0535204 9.2791358 7.8764040 8.0443761 1.5163178 9.8004212 8.7271860 10.5548680 NA 6.5607348 9.2549157 3.8789117 9.4154819 10.3360638 6.1013034 10.7783551 11.4009475 9.7396530 11.1945636 11.3503603 15.8088165 -0.2910624 8.8726355 10.0566072 5.0127653 7.6602705 8.1643131 8.7033392 2.4766409 11.1220849 10.9356991 9.7264903 7.5977293 4.1013055 2.8789019 9.6566228 8.7174146 7.8148945 8.7103942 9.5171458 10.0883642 7.3273712 13.7487618 1.8789215 -1.2908859 3.7964524 10.7320472 7.4672094 8.7075762 10.9086582 0.2939590 3.4094317 10.1023764 8.1456973 11.1067461 8.5560431 10.5931564 8.3884660 0.2939590 6.0665370 1.5163178 11.1895237 8.1013034 10.1534831 1.7089818 9.6090980 8.8751491 7.9208745 10.8184901 8.7977740 2.1684174 7.9086580 5.0309143 8.8888951 4.2325456 NA 8.4821251 9.1694418 10.6064532 8.7831272 9.5426667 9.5355343 10.7282291 3.4638709 10.1586505 6.9616511 9.2569408 3.0309187 9.9943881 5.0309143 -1.2908859 7.5731723 14.4489511 4.8382711 7.3126125 12.1022423 9.0894470 4.1684174 6.6158768 11.0626841 10.8798499 9.3946108 11.0173249 11.9105340 11.1410057 9.5754922 9.0588200 9.8732643 10.7767563 9.6305442 3.8382660 3.6158753 1.0309010 NA 9.4240898 9.1226137 9.8188165 8.3310378 10.7741866 8.2008388 6.0488356 9.2674066 7.0926906 12.0618569 9.6507671 8.9147792 3.9943896 11.1983321 12.6331489 11.2345067 8.9785918 3.8473054 10.2374400 9.5731721 11.2278849 9.4154819 9.7012162 9.1684174 9.5762646 8.2788416 2.4094181 8.5778083 7.5418757 8.7202131 11.3978918 10.8483006 7.8703949 5.1519278 11.3496827 8.8459770 10.7068710 7.2167808 9.8895167 10.2088318 12.0510606 9.9628334 7.3126125 1.0309010 10.3694275 7.1684174 9.7642684 9.0297864 10.5431449 9.3437969 7.7451593 10.1204968 7.5131172 2.9569116 8.9746010 3.9569116 3.8382660 3.7533799 5.8175107 9.4993345 7.5259694 7.9257319 10.7420647 6.9243244 NA 10.5470080 10.5540838 11.1215557 10.7635903 7.7831272 8.6744239 6.0059928 10.9687291 11.7334330 10.6602706 10.1023764 11.1890187 -1.2908859 8.3954866 0.2939590 10.0093385 9.7567915 9.3989839 9.7458464 13.6019081 15.0108929 6.5034012 11.9514157 9.9839464 -1.2908859 4.8135298 8.0643370 -0.2910624 NA 7.0926906 7.7533799 14.4544239 10.1457079 8.1352506 9.5179500 9.2901864 12.2459616 9.0195988 9.0928628 11.0532818 5.5418772 1.7089818 9.7784356 9.5171458 7.6573535 6.1013034 11.2345067 9.6733267 10.6463597 9.9455980 8.9616514 10.8823507 7.8017433 4.9565353 10.5797359 -0.0415000 -0.0415000 0.0669850 -0.0871450 0.0874300 0.1336600 -0.0358190 0.0032581 -0.0149100 -0.0149100 -0.0149100 -0.0057758 -0.0879850 -0.0879850 -0.0373160 0.0615470 -0.4401300 -0.4401300 0.0669850 0.0669850 0.0669850 -0.0871450 -0.1029900 -0.0358190 -0.0118490 -0.0118490 -0.1972100 0.0651230 0.0225050 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 11.200338 11.770863 9.513117 10.391103 10.279316 11.129999 4.817511 3.463871 7.769682 4.591632 13.618879 9.290855 11.992798 9.481845 8.333087 8.320011 10.800421 7.734126 10.664999 10.280739 8.546614 8.363139 10.259891 7.683400 7.308899 11.338570 11.745331 10.061029 10.470122 2.168417 8.762912 7.147778 10.300508 10.886405 11.782123 10.473443 9.901895 7.327371 10.005329 6.633799 8.903743 9.726490 7.101303 7.691979 9.726490 8.500149 12.659268 10.037661 12.393406 7.560891 9.164313 11.241342 15.039238 11.554280 13.679856 10.515133 2.030901 10.186238 10.504620 10.307969 9.034291 8.914779 9.424948 10.211320 10.940807 11.891070 5.232549 5.477169 15.001807 10.681248 9.792465 6.651501 9.385824 0.293959 11.686087 -1.290886 12.700242 11.341231 10.861271 11.016756 10.273135 5.858732 6.858733 8.912334 9.255880 7.463873 13.069543 2.409418 13.123407 12.121291 8.661727 9.094816 9.789803 5.135252 0.293959 10.062133 8.725794 9.471368 9.971316 11.946495 11.989902 12.289127 1.878921 10.002458 6.323696 9.274088 10.961947 9.631570 3.516343 10.228131 8.700508 8.412889 9.818817 5.742408 11.397892 11.341754 1.634965 13.011268 12.573462 10.382295 10.120497 7.876404 11.318165 10.779107 11.212345 10.740546 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 3 1 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.768687e-06 7.629629e-07 0.9990619 11.2863661 9.5485023 9.1739641 6.6808630 10.6649666 8.0014037 -0.5859727 3.0463514 5.6620032 8.4855383 9.2828987 4.6235274 8.6643744 10.2318591 11.9686649 8.5914954 10.5587343 12.1647830 5.1689629 10.2944248 7.9763184 10.3675450 10.5933631 9.9169079 10.0552247 8.4962250 8.0434325 9.3595199 13.0196713 8.6761708 7.3388888 NA NA 10.6971644 10.1479387 5.5226019 8.0970708 4.6620061 12.6448470 9.7235524 9.9980990 6.2595663 -0.5859727 12.1246672 8.8776004 7.5587345 11.9962180 7.8445288 10.1462434 NA 8.2019788 10.7533693 3.9990349 12.0807439 10.9346947 7.6283952 -0.5859727 9.9109199 10.8556404 9.7705280 7.6235296 6.9686645 0.9990619 9.6620036 8.7694270 10.5529878 2.5840004 8.9933919 9.5914956 4.9990394 11.1855655 7.7405053 3.9376363 9.1919887 10.4168910 9.4041800 10.5271670 9.4280965 15.7992138 1.9990259 8.1589101 9.1739641 4.9990394 8.0102657 8.2501264 7.9415530 3.2214286 10.6919446 11.1005765 10.4105495 9.8735076 5.5015379 3.3209612 10.0838469 8.5510672 8.7760197 8.5561830 10.7023653 10.0970706 6.8234666 13.7434519 6.5015395 NA 4.5840004 10.8481829 6.2844401 8.9159131 11.5417480 NA 2.7359987 7.4253032 9.4474990 10.6314279 9.3565906 11.2286585 9.0917956 -0.5859727 9.4433632 1.4140814 10.2019786 8.5840011 10.4280965 6.4474982 9.4922267 7.8277041 7.7494666 11.7633573 8.4474990 2.4140814 8.7132841 4.4140746 8.4529948 4.5840004 0.4140273 8.7760197 9.8160222 10.5336656 7.7628039 10.3884906 10.0865013 10.7655674 4.3209684 10.2805822 9.7705280 8.3682725 2.7359987 9.4461218 3.2214286 1.9990259 6.7360041 14.7470566 3.8735081 5.2469667 12.4988844 11.2840554 4.3209684 7.2967189 10.4392156 10.4273986 11.6238340 10.6506882 11.0222246 11.3092726 9.5107913 9.8745319 7.7178567 10.9648228 9.4537628 2.9990439 3.7360095 1.7359987 -0.5859727 10.0651277 11.2798093 8.8918344 8.5252119 10.4290729 6.4474982 5.1419967 9.2230402 6.4364434 11.5958495 9.9049269 7.8319285 6.4253032 10.7035186 12.5388436 11.2774880 9.6270829 3.7688089 10.8208125 9.6001902 13.0538689 9.1300379 9.1487857 9.3462908 10.2437988 7.2532802 0.9990619 8.2626991 6.8234666 6.9059297 10.6942668 6.1709666 7.2747285 3.9990349 10.3565905 8.0177026 10.5265156 9.6112926 10.6290022 9.6960060 11.8616759 9.8518280 8.8234669 1.4140814 7.7583718 5.5015379 10.8460959 8.2658250 10.9603435 9.2390347 7.7934544 9.8642563 6.9609704 1.4140814 5.0579311 1.7359987 3.2214286 5.0864993 2.9990439 9.5028642 4.5433598 7.0651274 10.2109269 7.4678932 1.4140814 11.1162487 10.3565905 10.9763185 12.1110435 7.7449932 8.3827429 6.3051315 9.8938564 9.9980990 10.9049269 9.6714639 11.1710492 -0.5859727 9.5278183 0.4140273 9.9337123 8.3682725 9.5381973 10.5720545 12.4228548 12.5871285 3.3209612 9.6320337 10.3863378 -0.5859727 4.6620061 6.8816817 0.9990619 NA 5.9990394 7.4419822 14.2252500 9.0651635 6.6332452 9.1555431 10.1756273 11.0375003 9.3477666 8.9922223 10.2951900 3.7360095 4.2214286 10.1283215 8.6572498 7.2406244 5.3448143 11.3639027 9.5865036 10.8549452 9.5574593 7.2967189 10.1872152 7.3036100 5.2861678 11.4284453 0.1168300 0.1168300 0.3646600 -0.0032812 1.6633000 0.3374400 -0.0139100 -0.0205250 0.0786270 0.0786270 0.0786270 0.0896570 0.1168300 0.1168300 0.3486500 0.0000000 -0.3674500 -0.3674500 -0.3665400 -0.3665400 -0.3665400 -0.0032812 -0.0079813 -0.0072908 -0.0435600 -0.0435600 -0.0246120 -0.0074289 -0.3745300 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 -0.002 -0.002 0.000 0.000 1.073 1.073 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 -0.002 -0.002 0.000 0.000 1.073 1.073 0.000 0.000 0.337 0.337 0.000 0.000 0.000 -0.326 0.000 0.000 9.124883 12.172924 8.905929 9.989615 8.050701 10.110174 5.221432 4.168963 8.899905 6.100576 13.077968 9.428585 12.039328 10.986734 7.284441 7.789116 10.181433 5.857021 10.076744 9.691363 7.953235 8.395872 10.901735 7.121435 6.332939 11.653973 10.973931 10.2681652 10.0953145 NA 7.5173639 5.7539254 9.2673855 12.0280956 10.9891425 8.1248823 9.7683254 6.5121083 9.7505826 7.3209666 10.0873851 10.2003457 8.1521682 7.4027605 7.9059291 7.9297756 12.7821732 10.6283951 12.8520881 7.1977946 9.8382422 9.8663172 14.1235368 10.4523092 13.8326534 11.1542784 1.4140814 11.1445461 7.9337125 11.2350527 8.6210903 7.8319285 8.7650152 10.2406245 10.9729750 10.8096102 6.7178573 7.1888628 14.6839580 10.6643745 10.7098449 7.8776001 10.7912866 -0.5859727 10.3499777 NA 12.6643744 11.0523988 9.9503232 10.2318591 10.3675450 5.3682725 5.9839307 9.5789830 8.4557353 9.0776342 11.5310599 1.9990259 12.8245274 11.7619742 8.7539261 8.3513028 10.5061725 5.7178573 0.4140273 10.1171144 7.2149757 8.5587341 9.6137484 12.3758874 12.4216289 10.2736108 1.7359987 9.9474058 7.2595663 8.7650152 10.4197006 9.4140761 4.4584673 10.4693584 4.9990394 8.5989513 8.8918344 4.5433598 10.6942668 10.5427148 NA 12.5636644 12.6203273 10.3126774 9.8642563 7.9686651 10.4329716 10.3418540 12.2352421 8.2272159 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 1 NA 1 2 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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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9.9836475 5.0594202 6.2658738 2.1365852 8.6731610 9.4756978 8.6718655 7.5029121 1.3589588 11.4462559 9.5231712 5.7707973 11.3805574 2.7215477 10.7058128 NA 8.1515402 10.4985339 3.0110662 11.1727637 9.9684252 7.9025669 NA 10.9112070 10.2142426 9.2282898 7.9820803 5.4342713 1.1365852 9.2354995 7.4794052 10.7089745 0.8735770 6.2863378 9.5166903 0.1365852 10.0589267 10.0444822 5.0110573 11.3703416 11.0636272 9.1672573 11.2131830 10.0800817 16.2713841 NA 8.7768350 10.8981414 4.1365934 7.7013744 8.1004495 5.4941436 1.3589588 11.5677395 10.9039470 10.5349776 8.9588954 2.7215477 4.0434845 9.2354995 7.8462482 8.4204500 9.6738085 9.3939779 10.6812326 6.7165342 13.3212589 -0.4483117 NA 4.5739925 10.1677169 7.8847829 8.9610184 10.6476838 5.8735548 NA 9.4335064 6.6549152 10.8522175 6.4464448 11.3187775 8.6911789 -0.4483117 -1.4485086 -0.4483117 12.6053838 7.0554538 9.2701605 5.3845161 9.5289075 9.1384674 7.8870177 10.8783380 9.5130773 1.7215477 7.1478175 4.2520674 9.2381281 NA NA 8.4630195 9.3884670 10.6224194 8.3781761 10.2363763 9.0303973 10.4875293 1.5516391 10.1686359 8.4049372 10.2000167 3.1365852 9.6250997 4.6177158 -1.4485086 7.6731614 13.7181438 0.8735770 9.7683734 13.1743086 9.1186330 4.2240557 6.2863378 10.4158138 10.7768350 9.3630024 10.2116235 11.1733590 11.2149633 8.0830091 8.4403709 10.1233803 11.1617297 9.1890405 4.0434845 1.3589588 -1.4485086 0.1365852 9.0110592 9.5753819 9.5109052 7.6337763 9.5005424 13.3541945 2.7215477 8.6601521 6.5403125 11.9295159 10.3027531 9.1375291 4.6809094 11.3722055 12.3734016 10.8396285 9.0474828 3.7900317 10.2850667 9.7108682 11.8187069 9.1837140 10.9223150 9.4380863 8.8825446 8.8219229 1.7215477 7.7265533 6.2520674 7.5795339 11.4039620 11.4958657 9.3748037 2.3589869 11.8884131 8.5072773 11.2165193 8.5712183 9.4158138 10.0903015 11.7088166 9.7500727 6.7900317 0.1365852 8.2658733 6.5960212 10.1561808 8.8427982 10.4725089 9.0869029 7.4912069 9.5767672 8.3115158 1.7215477 7.2485956 3.7995536 3.1365852 4.0110573 0.8735770 11.0179591 7.0028386 6.1954834 10.1487491 5.2682061 NA 10.5530358 10.6575361 11.0604128 10.2394406 9.2485951 8.7959916 6.2234863 10.8303674 11.5544426 10.9546396 10.2516338 11.0910288 -1.4485086 8.1271669 NA 9.7977743 9.2142960 9.2964615 8.9831253 12.8510503 14.6499065 2.2520523 11.2782715 9.8387627 -1.4485086 4.2979397 8.5231710 NA 0.1365852 6.8645106 7.1846225 14.4154993 11.2628751 7.9396450 8.7971803 9.0574392 11.6207417 7.4158136 9.3363115 11.0924821 0.5515898 1.3589588 9.9080796 9.5050966 6.9652556 4.1062143 11.3783747 9.1891581 11.5154268 9.4080531 7.8042930 9.5850506 7.6496600 4.4452301 9.9266671 0.0031910 0.0031910 0.0123760 -0.0292140 0.5152500 0.0018030 0.0000000 -0.1383300 -0.0114730 -0.0114730 -0.0140900 -0.0140900 0.0031910 0.0031910 0.0031910 0.0022193 -0.5038300 -0.5019100 -0.5019400 0.0123760 0.0123760 -0.0292140 -0.0421100 0.0000000 0.0000000 0.0000000 -0.1383300 -0.0074525 -0.1193900 -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 10.818121 11.871864 12.879180 10.430828 9.680911 11.372804 4.384520 2.799564 7.406496 5.075190 12.424399 9.026266 8.502912 9.898213 8.249655 8.834716 10.755282 7.425072 10.241189 8.306515 8.637764 8.896600 9.847930 7.946090 7.696286 10.751300 12.758032 9.573996 10.314010 NA 8.329705 7.355759 10.570176 10.578497 11.393388 9.592602 9.072246 7.067328 9.535334 6.639090 8.732780 9.173679 6.882544 5.252067 9.309018 9.024319 12.991588 7.954640 12.926056 6.161398 9.300659 10.157107 15.581281 11.043230 13.902429 10.401814 1.551639 11.075435 11.161268 10.064862 9.090786 9.137529 9.576767 9.752526 10.965256 11.910553 2.136585 4.701377 13.868250 11.608773 9.510180 7.279548 9.227585 -1.448509 11.571045 NA 13.018787 10.807530 10.767161 10.293095 9.735263 6.129056 6.129056 9.175509 8.999744 7.248596 13.401076 2.639093 14.351213 11.955172 8.125275 9.250697 10.466013 4.818416 NA 8.948232 7.768374 9.647684 9.720926 11.338714 12.268661 10.778341 1.873538 9.761690 7.531767 9.222284 10.893146 9.282098 3.252067 10.385704 5.252067 8.474955 9.510905 3.799554 11.403962 11.463581 NA 12.851551 12.792344 10.954107 9.576767 7.562854 10.953307 10.689259 11.434045 11.106281 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 2 NA 2 3 2 1 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.37182368 4.25172667 10.77092904 8.72098261 NA 1.08181681 5.79604999 8.29125820 10.02285228 4.36721029 9.35093123 10.14519966 11.50518319 11.17917835 10.80503887 11.58662360 6.32020846 9.89718793 8.85988167 10.08461960 10.21044342 9.30097321 8.20333821 8.12619854 8.66300511 8.87296754 11.60045775 8.02911989 7.13165327 NA NA 10.20463264 10.41551901 6.38558462 7.82999730 3.47412450 9.05621907 9.10278461 10.45847265 4.88915713 1.08181681 10.38672625 8.42165461 11.97491651 10.43715573 7.81312381 10.50123819 NA 9.01696954 10.81397202 3.16926762 10.02138381 10.60438616 7.61318611 NA 9.94424045 10.20450965 8.35792890 7.93042748 4.50806730 1.08181681 9.21879570 7.68543072 10.42276733 1.08181681 6.56562002 8.75776168 1.40375854 11.34566061 9.50702057 4.86316537 10.35162093 9.99768405 9.51538998 10.80503887 10.68682107 15.22964550 0.66675659 8.77877202 10.35034663 5.42165419 8.04180642 8.78916388 4.96444946 4.03413646 10.86275443 11.33476563 9.77267566 9.73195877 5.66676795 0.08174865 9.60045784 8.48481645 8.57965649 8.95370990 10.42109788 10.44758023 5.93978605 12.93423658 2.66675659 0.08174865 6.63639406 10.44210303 6.92729442 8.73285629 11.44292593 3.72566482 NA 9.92022064 9.86316429 10.46432601 8.61707988 10.30036789 9.03890665 -0.91811503 4.69651692 NA 10.90278133 9.28759788 10.25360690 3.25173424 8.85823780 7.86643945 7.54123604 10.40542242 8.21108766 3.40373127 7.64022541 5.10417309 8.65923351 NA NA 8.43274399 9.29976232 10.43990629 7.95216930 10.36662875 9.44374836 9.90517186 1.40375854 9.92572562 10.29430105 9.44605975 3.40373127 9.50176475 6.90198311 NA 8.37412616 14.14047286 2.78224080 8.92415483 12.98352004 10.34331188 3.40373127 7.25172951 11.03236048 10.15460713 10.28820858 10.88714543 11.19899641 11.13878094 9.54430686 8.60340492 10.85453159 10.78441025 9.74106024 3.47412450 -0.91811503 1.08181681 1.08181681 10.33151064 10.84916150 8.68357541 8.52267372 10.10411699 8.99768391 6.50806888 9.36489302 7.46118310 11.35618277 10.12140919 7.97054769 5.82327042 11.01807448 12.42720985 11.52111607 9.83251157 4.25093126 10.65260901 9.05047150 12.29703424 8.90994107 10.22773674 9.98342575 9.22773674 9.70019017 1.40375854 7.91152741 5.75423012 8.41942639 10.61074702 8.25957286 8.76404421 3.08179977 10.70294076 8.67799441 10.34683359 7.34859096 10.25735413 9.50176475 11.71411829 10.24859532 8.05334814 -0.91811503 8.13708695 5.88915956 10.49225599 9.05047150 10.89243649 9.12072362 7.37182368 9.67239157 5.47412125 -0.91811503 6.16926762 2.78224080 4.66676795 4.47412450 NA 9.87215311 6.32020846 6.32020846 10.01991398 6.93455306 0.08174865 10.63447375 10.33860302 10.84833351 12.10243738 7.19554643 8.76479929 6.88043820 10.57315664 11.20398551 10.84418665 10.32378775 10.94250366 3.40373127 9.03600103 NA 10.09373063 8.66488740 9.60928163 9.83752670 12.63531391 13.78349011 1.08181681 11.02431913 9.86807417 1.08181681 4.44567374 7.73285663 0.08174865 1.40375854 6.56562002 7.61708025 13.52733683 11.88028857 6.68171771 9.58364187 10.99394546 10.73016220 8.53713180 8.50386946 11.15360213 1.88916200 3.08179977 9.72114534 9.29247602 7.04180697 4.96444946 10.80418524 9.14519979 10.69559405 9.91943260 7.29125820 11.15259642 7.19554643 4.88915713 11.56562040 0.00743770 0.00000000 -0.01022400 0.00160210 0.58176000 0.74179000 -0.00642870 -0.01910100 0.05758900 0.05758900 0.05758900 0.05758900 -0.00470950 -0.00470950 0.00000000 0.00021514 -0.01539700 -0.81511000 -0.01022400 -0.01022400 -0.01022400 0.00160210 -0.00033936 -0.01062200 -0.01915800 -0.01915800 -0.01745300 -0.00336970 -0.72610000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.726 0.397 0.389 0.389 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.394 0.394 0.000 0.000 0.000 0.000 0.000 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.726 0.397 0.389 0.389 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.394 0.394 0.000 0.000 0.000 0.000 0.000 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 10.606836 11.819474 11.863779 9.758643 8.651660 10.799481 2.889162 2.251719 8.266680 2.403731 12.313476 9.330681 7.353268 6.920757 7.837794 8.437156 10.357347 6.958322 10.475731 8.493315 8.078984 9.071369 10.235851 7.853294 7.520597 10.939786 11.467397 9.44374836 10.21173149 NA 8.59553238 6.32973177 9.82747895 11.55804454 10.89518498 9.09163320 8.92886209 5.96444715 9.15728377 8.07048915 6.92729442 9.15058278 8.05334814 4.60536395 9.16794093 8.89558588 11.96023878 10.17257865 12.24356636 7.28216362 9.67892596 9.54839096 14.66864440 10.45901514 13.62695009 10.25673035 1.08181681 11.58811218 8.70202442 10.25610617 8.72204962 7.97054769 9.53301565 9.60242329 10.87093067 11.45955739 4.96444946 7.14250023 14.15240861 10.46982189 9.30942065 7.52474777 9.99094763 0.08174865 11.00401732 -0.91811503 12.35923731 11.16809681 10.41104039 10.14519966 10.08461960 5.82327042 7.38101250 9.47197348 8.87622040 7.22646325 12.25701575 2.66675659 13.76452493 11.95467183 9.00513215 9.33931023 10.04470066 6.88915956 0.08174865 9.06906867 8.67426149 8.86480272 9.88189553 12.44717019 11.69559410 10.43329604 1.40375854 9.98040595 8.10694394 8.50806928 11.24890907 9.71025008 4.80972312 9.70385635 4.57365930 8.98267136 8.68357541 4.96444946 10.61074702 11.04650648 NA 12.66418185 12.52772474 10.78873228 9.67239157 7.80972505 10.93003629 9.75599682 12.72510051 8.92594544 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 1 2 3 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.2464811 11.0842039 7.7926159 6.9221265 6.7522013 7.9269755 9.0795840 10.8328978 8.2924693 5.6503223 -1.2922985 NA 10.5191819 10.0347984 6.1507506 8.4254836 3.2313710 8.7644450 9.3766922 10.3686945 3.4626937 0.2927817 9.4883469 8.8176380 11.8714569 8.6793510 2.4082499 10.5087071 -1.2922985 8.0543210 10.8097829 -0.2921219 8.5454352 10.3476001 7.7049867 NA 9.8982492 10.3259174 9.9812881 7.9462121 3.2313710 0.7077898 8.9592897 8.6056529 10.9047167 2.2927817 5.3943083 9.0093035 2.7952682 10.0958245 6.7952695 3.2927670 9.6694667 13.9375649 9.0115879 11.3314601 9.6943603 14.2436293 NA 7.6177003 10.3049286 4.1672375 7.4186133 8.5295813 3.5657921 2.1763866 11.6766540 10.8208982 9.8852267 10.7049867 3.8370854 3.7078119 10.0763136 7.8396642 8.2116328 9.2274434 10.2890078 10.6645464 6.0653590 13.2236918 5.9839307 NA 5.6266698 10.6188247 7.6444454 9.3408024 10.5375299 2.1672295 NA 8.7301749 8.4989700 11.3274678 7.3943075 11.8260994 9.1011978 0.2927817 2.5151573 -1.2922985 12.3420511 8.1916229 9.5207866 5.9932101 9.4442092 8.9978261 8.0047233 10.6847293 7.5343558 2.5151573 8.2469662 3.3516566 8.8071549 -1.2922985 NA 7.5873905 9.7705280 9.5866246 8.2076533 10.8796095 9.8176378 9.9521710 1.0297002 10.0526578 9.9960966 8.5070890 3.2313710 8.9943650 6.6793506 -1.2922985 7.1996606 13.9642002 1.8777442 8.9757643 14.7614574 10.5976914 2.7952682 6.8976313 11.1227567 10.4776451 10.5042525 10.9090122 12.4972828 11.3557153 8.3713654 7.6850873 8.4626949 11.1309231 10.1342397 4.7301726 -1.2922985 NA NA 8.6041395 12.2290396 8.5199845 9.1875874 9.6195812 11.6559919 5.9839307 9.4710196 6.4082465 11.6281601 10.6296481 7.7467259 5.2469667 10.6761140 11.0387241 10.9690207 9.5119382 4.1202524 11.2071549 9.6554441 12.0753585 8.7329468 9.7926156 9.3934321 9.8783583 13.1550196 0.2927817 9.7919513 3.2927670 6.6793506 10.6311348 8.1747809 7.9737737 3.6146981 11.8460790 8.1361673 11.5157658 8.3749186 10.4496955 9.5681182 11.9184786 10.0763136 7.7819485 1.0297002 6.8727143 5.7846218 9.2700498 9.1559235 11.1761691 9.1815131 8.4134396 9.5973112 7.8752253 0.2927817 6.0741286 0.7077898 0.7077898 3.9557313 NA 10.7102707 4.8163335 6.0915116 9.2284260 6.0024280 -1.2922985 10.9804370 10.9622453 11.7669827 11.5237908 9.1108192 7.1996606 7.1164344 10.5207867 11.3496332 10.6807870 9.5688942 10.8502334 4.0297356 8.1065509 -0.2921219 9.8645223 7.7899561 9.0206903 10.7301750 12.9290167 12.7486962 -0.2921219 9.8267484 9.9984021 NA 1.5151573 8.3480522 NA 2.4082499 6.1590176 6.5781719 13.7097431 11.6850872 6.9074796 8.6146977 10.7593561 11.4480096 6.5781719 8.6595875 11.2578325 2.2927817 2.9557406 10.3063250 9.3011983 6.8370905 3.5151573 11.6688951 8.8409494 11.2679012 10.4488529 6.3077199 9.4348767 6.8926825 3.8587767 10.5850914 0.5327800 0.5436900 0.0000000 -0.0012600 0.6428700 -0.0085478 -0.6592900 0.0033588 -0.0632730 -0.0794860 -0.0794860 -0.0779830 -0.6491000 -0.6491000 0.5433200 0.5127600 -0.6593900 -0.6459300 -0.6533800 -0.6533800 0.0000000 -0.0012184 -0.6631700 -0.6633900 0.0125450 0.0125450 0.0033588 -0.0027190 -0.6524700 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 10.090431 12.157730 11.999122 9.922733 7.459351 11.316293 5.974594 2.877725 8.324356 4.662006 12.671968 8.066392 10.062057 11.344078 7.901727 8.669257 10.056535 5.719036 10.651421 8.861359 8.011588 9.366769 9.986675 9.164162 7.897632 10.703928 12.276951 9.916042 10.483006 NA 8.975764 6.082847 10.511938 10.448010 10.970489 8.464364 9.787959 7.537530 8.811095 7.390802 5.134073 9.405644 7.025219 3.351657 8.013869 8.450959 13.655216 10.326651 12.741316 7.164531 8.471020 9.972836 14.853719 9.813716 13.789956 10.717286 -1.292299 10.914211 11.115341 10.594647 9.187587 7.746726 8.709215 11.100393 9.503035 10.553297 5.626670 5.515164 13.476970 11.702514 9.974594 7.834512 9.846719 NA 10.816985 -1.292299 12.645273 11.434366 10.749466 9.7866251 10.2464811 5.5904493 5.7301753 8.9074796 8.1713314 7.7952702 11.7128878 3.5657921 13.1133476 12.0875917 8.5501577 8.6381010 11.4790903 3.2927670 0.2927817 9.2244921 7.3516637 9.7398530 9.6116890 12.3776888 10.5215885 9.9527656 1.2927817 9.6605484 9.2776628 8.5719934 10.0201230 9.2700498 3.9557313 9.9378277 1.2927817 7.1835411 8.5199845 4.0653569 10.6311348 11.0573649 NA 11.8925276 13.2366886 9.8852267 9.5973112 7.6266706 11.5675361 9.2955848 11.1918144 9.5014105 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 1 NA 1 2 2 3 2 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 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9.144727 8.993204 8.800020 9.312253 8.072467 7.122988 10.503857 15.131451 10.3090477 10.1597518 -0.8254657 7.9194551 7.0633649 10.3986230 10.9274201 10.7368638 8.7689458 9.0769965 7.4553922 9.3218264 6.8611217 6.7520501 8.8148663 7.5409432 3.9295070 8.8310462 9.4094389 13.8678905 10.6113330 12.1182351 7.3649891 9.8229790 13.4386974 14.4566238 11.5401237 13.4320092 10.4272869 1.9819622 11.0208953 8.8094325 9.3103306 9.3432934 9.3000349 8.9144019 10.2059779 8.8488135 11.3727595 1.4965646 6.6744677 13.9775678 10.7828762 9.0201116 6.2299032 8.4343647 0.1746621 10.6972029 -0.8254657 12.6023271 10.9950357 10.8974289 10.7325637 9.8003303 5.8328318 7.9787522 9.1112593 8.9411503 7.0449864 12.3785169 0.7595820 14.3505607 11.8175756 8.9739031 7.7173049 9.2474239 2.8750526 -0.8254657 8.9244907 8.2380163 9.3632103 9.4331875 11.1952541 9.9706610 10.3570157 NA 10.4028389 5.0815101 8.7387709 11.0908741 9.5945816 3.9819805 10.1625959 3.2620873 5.9690376 9.0542046 2.7595820 10.9726881 11.5083358 NA 12.3965106 12.7055154 10.3077637 10.1009174 6.5924735 11.2650646 11.2349796 11.8778934 10.8307647 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 3 3 4 3 2 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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10.8388218 4.0175835 11.6152181 10.6170790 7.8277936 NA 9.8786524 10.9769470 9.5440481 7.9483164 8.8852013 4.6290127 9.6654374 8.4041602 10.2002496 1.1696044 7.4987056 9.5262545 8.9678923 10.6923601 9.6371880 5.7424725 9.9270858 12.2180693 9.3751313 11.0552788 10.0275634 15.9158133 2.7545455 8.3233876 10.2019037 5.2905977 7.5022900 8.1718348 8.7694954 3.0477129 10.9324627 10.7687514 9.9298034 9.8256497 1.8476362 -0.1523237 9.7164769 8.4494252 8.2183419 8.6371878 10.2968029 9.8083802 6.4915100 13.2531947 3.7056352 0.8476763 5.6678325 10.5958471 7.1740838 8.3455059 10.7839242 NA 4.7783926 8.7857637 9.2527957 10.9844083 8.0619733 10.4246110 8.6517854 NA 9.4354319 2.0175656 9.9164326 8.1353666 9.8616747 2.8476562 9.1796909 9.3019536 7.8163213 10.9753262 8.3751311 3.4915068 7.7989390 4.8476562 8.3294537 -1.1523237 1.1696044 8.9110495 9.5385254 9.7989390 8.6469359 9.7952913 9.7394380 10.4419789 3.8920510 9.5121016 9.3244004 9.9256583 3.0955869 9.8033042 2.3070787 2.0175656 6.3152601 14.1614585 7.5129901 10.1718348 10.1491505 10.1958291 4.5200828 7.0325296 10.1370969 10.5713152 10.1307426 10.8814214 11.5669896 11.0580212 9.7025227 9.6067102 8.5480940 10.3244005 10.2174533 3.4915068 5.1144420 -0.1523237 -1.1523237 10.2024547 11.1382492 9.1763293 8.1214501 9.8660980 7.1830448 6.0175790 8.8658545 6.9351167 11.9722603 9.1963825 8.0932068 5.3395080 10.5644737 13.8511722 11.3734198 9.4033363 2.9427397 9.7879678 9.7909017 11.8745235 8.9509422 9.6805443 10.0607585 9.6075424 9.6558140 1.4326388 8.3672907 7.9509419 7.4549844 11.0482465 9.0171909 7.3588138 3.6550083 11.0185182 8.3029816 10.5983613 8.7241714 10.0788754 9.7056353 11.4616739 11.1947220 8.3712164 -1.1523237 7.9324628 6.2485329 10.4933128 8.8349182 10.8638079 9.1353666 7.6868584 9.9916752 6.7118404 2.7545455 7.3984008 2.5480913 4.5608005 4.7545455 3.6025400 10.2957707 6.4475676 7.2864459 10.4046297 7.1228942 -0.1523237 10.8790109 10.4382414 11.1135623 11.6127332 8.1399759 7.9854139 6.2456288 10.5950082 11.0722590 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10.457756 10.711066 10.127845 5.462363 6.205207 9.606710 9.042411 8.518310 12.349719 3.095587 13.065461 12.949384 8.837758 8.195652 10.536342 4.339508 NA 10.045485 7.708741 9.659832 9.557600 12.486316 11.769309 11.271558 2.017566 10.050390 8.477011 8.690005 10.613355 8.882453 3.892051 9.885887 6.265506 6.512990 9.176329 4.870024 11.048246 10.859930 NA 12.695201 13.371461 10.268667 9.991675 8.030049 11.728386 9.901580 11.354160 9.767605 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 5 3 3 4 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.6151947 7.8025144 10.8879671 12.6806649 5.1565220 10.8035809 8.4542030 10.8294714 10.0651929 9.5322053 9.1107187 9.6483754 9.0580597 8.7744998 14.0004434 8.8884297 5.7939531 NA 0.9865930 10.9884746 10.4002253 5.8110265 8.2689134 4.8934884 9.7514689 9.8793930 11.0824338 7.9173345 2.5715555 12.0872596 9.9212710 7.8814150 11.3070218 6.2471243 12.2488879 1.4016305 9.6195926 11.3426824 3.8610621 11.4613173 11.0602926 8.1565225 2.7235586 10.3396705 10.6393407 9.8435416 8.1020744 8.6086492 5.3789139 10.4002253 9.0740601 10.5341345 2.7235586 7.3846284 9.8142046 4.9865975 8.8194875 8.8445784 6.1158801 10.7817982 13.6418298 10.4744374 10.9776466 10.4589496 14.7508815 3.7939479 8.2658208 8.8753405 5.7939531 7.2596162 8.0598463 9.6183807 3.1777424 10.9743350 12.1374023 9.9912860 8.9638772 2.7235586 2.8610621 10.2819836 8.9330164 8.1565225 7.7853393 10.2194179 10.3160199 6.8773688 13.4946396 6.3903203 0.9865930 4.2596190 11.1887211 8.0986022 8.5437418 10.8874641 0.4016305 1.9865930 9.2827488 7.7939524 10.6093508 9.3412139 10.5596132 8.3674191 NA 7.1363442 1.9865930 10.8533611 8.9619676 10.1606907 4.2596190 9.8067763 8.9959593 8.2627216 11.2126080 8.8194875 4.3558338 7.9828356 5.1829942 8.3959882 4.6110897 0.4016305 9.0634129 10.0553756 9.9494933 8.7744998 10.1329539 10.0678588 10.8615787 4.6495637 10.0907592 9.2234088 8.6208034 4.4890997 10.0071143 5.2089893 NA 7.1829942 13.7986409 7.9714907 5.3085247 10.1020745 10.0942503 5.8934884 7.4514831 11.1016410 10.7398140 10.1227339 11.5325271 11.8209288 11.3735376 10.2665947 7.7503626 10.6812454 10.7048447 9.5257044 5.7939531 7.5101589 0.4016305 2.9865930 9.6328560 9.5022972 9.8046468 8.1295550 10.3354287 10.3565581 6.7054154 9.1158804 8.3025014 12.4234823 8.8874640 8.5257561 5.6304521 10.9818934 12.1051058 11.6979775 9.4138682 4.5851188 10.2130095 9.4596265 11.4623307 9.4636809 8.3470787 9.6110881 9.2888555 11.5781197 6.7054154 8.5615060 8.2781516 8.4596267 11.0373529 6.9644876 7.1748398 5.8934884 10.5354193 8.7853390 11.2226115 8.8089024 10.4058553 10.1606907 11.5209002 10.1414154 8.0015478 1.7235586 10.0775918 6.8610658 10.1887211 8.9291119 11.0708520 9.3130268 8.8914827 10.4446621 8.5988516 4.6495637 7.7099736 3.7939479 4.7591878 3.4016305 5.5309166 10.0355381 5.9865975 7.7503626 10.3986731 7.4528441 1.4016305 11.1498276 10.5257561 11.0513401 11.6055945 6.8445777 8.6870369 6.0113301 10.6945316 11.4734323 10.8839386 10.1235883 11.4288497 4.6495637 8.9809507 -0.5983695 10.5431034 8.1895375 9.5914593 10.6489690 13.8360024 13.7209541 2.9865930 11.4364337 10.8620907 3.3085211 3.7939479 6.5513822 2.8610621 NA 7.1020744 7.7459304 14.2727700 10.1523418 7.6110883 9.4677239 10.1590248 12.0762685 8.1895375 8.5397272 10.7624819 5.2842772 3.8610621 10.0499924 9.7982396 6.8934884 6.9562240 11.2611696 9.4100633 10.7184820 9.6331800 8.2627216 11.1854516 6.8692410 4.6552488 10.6996974 -0.0069195 -0.0069195 0.0872450 0.0000000 0.0804560 0.0488300 0.0034687 -0.1387100 0.0116790 0.0116790 0.0116790 0.0215860 -0.0069195 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10.7987746 11.5482035 10.1960506 10.1590248 7.4016347 10.2812180 7.1227338 8.6870369 9.8194873 7.7190472 9.0071142 8.8651592 7.7591865 13.5761704 10.0508910 11.8328712 7.2813403 10.6853019 11.6651974 15.7349299 11.6418299 13.0440250 10.8147338 3.4016305 11.0828732 10.1648471 10.5945440 8.9865972 8.5257561 8.5939278 10.8099645 11.8435415 11.3085254 5.8445790 7.1565220 14.2514885 10.6274447 10.6806649 8.1927978 10.1952381 0.9865930 10.9992218 NA 12.6590226 11.3270112 10.8131458 11.0209377 10.8294714 5.8773688 7.5665420 8.8383464 9.6268423 8.0200204 12.6726498 3.4890933 13.8500093 12.9190581 8.5988516 7.7170560 9.8278995 5.9562240 2.2089854 10.3323722 8.7788453 9.3115279 9.6195926 12.4501217 12.2863777 12.5255945 4.4890997 9.0218547 7.7547813 9.2025348 11.4033948 9.4350578 5.3323714 10.5945440 6.6208034 6.1020744 9.8046468 6.1960503 11.0373529 10.9153624 -0.5983695 12.1452070 12.5979295 9.6220132 10.4446621 7.7766745 11.3085254 12.4371212 11.6710332 10.1251507 TCGA-CJ-4884 72 0 NA 1759 kidney stage iii t3a 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 1 NA 3 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 4 0 0 0 0 7 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 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9.99056663 10.86043165 9.01752751 7.70110889 4.52875883 0.06928971 9.97220325 8.89269307 10.41879123 2.80628281 7.37310614 9.84301449 3.57182241 10.76048760 8.76860913 4.94379477 10.98667295 10.83143092 9.79156405 11.45770186 9.26408270 15.85257126 NA 8.34389811 10.93351186 4.29172142 7.01574509 7.83971463 6.62391513 1.29172142 11.23192687 11.38447527 10.28445421 10.03077540 5.31725341 1.48434440 9.56917168 8.78585947 7.77898387 8.94686564 9.77438203 10.54235499 6.88096831 13.31754982 2.48437018 NA 2.73229091 10.12415609 7.61106760 9.18653596 10.77783491 0.48439596 NA 9.53557225 8.04851249 10.69008320 7.06179240 11.18219960 8.50673086 -1.51581030 3.94379946 NA 11.64281514 8.25915006 9.81639971 4.89375535 9.85286966 9.40991764 7.80629119 11.35684571 9.44725932 3.06932409 8.91062804 4.29172142 8.00988403 NA NA 8.92003361 9.88043284 10.58535402 8.22919711 10.63569699 9.15147478 10.13899924 2.06932409 9.45949474 8.33767274 9.82254247 2.73229091 10.15413406 4.15678491 -0.51560404 7.56917130 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10.33494073 11.26202952 11.37082192 9.02932754 8.96410314 6.63446549 10.57976028 11.09838284 10.52739050 10.11052859 11.34253852 0.48439596 8.80854369 0.06928971 10.10137142 8.35472807 9.37690612 9.60719122 12.86225157 13.31041511 0.06928971 10.07073399 10.14034104 -0.51560404 4.67418944 7.77898387 1.48434440 0.48439596 7.00792541 7.48998761 14.03074528 11.38826957 7.86374150 9.40024267 10.70050275 11.30613724 8.67542254 9.33974558 11.21249632 3.12822740 3.12822740 9.79781324 9.34545005 7.13182199 5.53964583 11.56218035 9.46806946 11.22245550 9.70831658 7.90852953 10.57381369 7.11372029 3.69770711 10.50186763 0.02118300 0.02118300 0.00000000 -0.00567570 0.42553000 0.06122200 0.01084200 -0.01257800 -0.00857660 -0.00857660 -0.00857660 0.02932500 0.01684500 0.00252140 0.02118300 -0.00138150 -0.45072000 -0.45072000 0.00000000 0.00000000 0.00000000 -0.00567570 -0.03614400 -0.45929000 0.17573000 0.17543000 -0.01411700 0.00097064 -0.45490000 0.000 0.000 0.000 0.000 0.286 0.286 0.000 -0.455 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8.625193 8.717983 8.777835 9.719181 11.434372 11.519334 5.484364 7.139000 13.626175 11.409918 9.653035 7.772076 10.414731 NA 11.023280 NA 12.974274 11.356020 10.976717 10.494192 9.213984 6.259150 6.135416 9.684649 9.125512 7.054219 12.504545 3.239245 14.011718 12.450869 8.749978 9.545417 10.175671 4.876679 NA 9.317253 7.861574 9.535572 9.813599 11.413807 12.384192 9.871304 1.943809 10.286072 8.749978 9.039911 11.223089 9.759324 3.806293 10.307332 3.184804 7.188266 9.293327 3.069324 11.074482 11.562681 -1.515810 12.722021 12.990981 11.002771 9.969186 7.023522 11.460569 10.638865 11.815462 10.086756 TCGA-CJ-4885 64 0 NA 2125 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 1 NA 4 3 2 3 2 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 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12.9577213 7.9462536 10.7198623 10.2485924 7.9042505 -1.4985863 9.1594501 7.6201795 9.3443745 10.2519456 11.8392785 10.5439239 9.7843268 0.8231787 10.7521291 7.1232906 8.7808491 11.4145020 9.3341284 3.6305220 9.7082528 9.9980924 9.9026514 8.3467287 2.7491695 11.2163425 11.9123523 NA 12.6744472 12.8114963 10.5877066 9.4304969 8.0423352 11.0630038 9.6560567 11.3084002 10.3029468 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 1 NA 5 2 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.5727016 8.5687671 8.5206972 6.7014437 9.4454488 9.0777421 12.2755847 7.7441133 5.2511321 -0.4071722 -1.4069809 9.8898354 9.6863368 4.6803806 7.0482460 3.8783232 8.4194677 9.4194677 9.8591201 7.3970499 1.1778540 11.2085488 9.7521598 6.7578260 11.6046706 4.6590112 11.3467627 -0.4071722 8.4099030 11.0607795 3.2367681 11.0363809 10.1932968 7.9959311 NA 10.6874291 10.3938232 8.9372152 7.9548628 8.7183329 -1.4069809 9.7394878 8.4384093 10.5091719 1.5929234 5.8783207 9.0933529 2.5929234 10.0982345 10.5748433 6.2511302 10.6495434 13.1359510 9.6515874 11.1427039 10.6475235 15.7595139 NA 8.6750682 9.9305412 4.4258084 7.3970499 7.9980606 7.4162866 1.1778540 11.3301665 10.8108769 10.3024339 9.7375774 3.8783232 6.3808212 9.6386788 8.4273904 8.1125552 9.2168007 9.5295572 10.4170825 7.2475554 13.4103526 0.1778540 -1.4069809 3.7628484 10.1613505 7.7144530 8.9863097 10.5427460 4.4002715 -0.4071722 10.1537297 7.4694359 10.6211292 8.1703482 11.0994748 7.9215940 NA 6.2724002 -1.4069809 12.0066793 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12.577961 7.169819 10.073205 10.977703 15.931690 11.637143 13.644086 11.101704 -1.406981 10.598544 10.806023 10.462899 9.152296 9.099723 9.144627 9.924956 10.892700 11.666388 5.147506 5.084774 13.938696 11.070678 9.936105 6.493787 9.768469 NA 11.537997 -1.406981 12.723811 11.272819 11.088774 11.003106 10.143185 5.812087 7.351142 9.238578 9.133047 6.214972 13.349883 2.499808 13.939537 12.336071 8.557260 8.432265 10.128681 4.475565 0.177854 9.587273 8.661698 9.508799 9.960880 11.009981 11.979859 11.403692 1.762859 9.730551 8.249344 9.038969 11.147028 9.873110 3.052346 10.163724 6.535434 8.194690 9.822339 5.732470 11.322328 11.083770 NA 12.927891 12.947513 10.396647 10.210846 7.696207 10.736940 10.852957 10.995497 10.768740 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 1 NA 3 1 2 1 3 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 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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 1.109764e-06 2.774411e-07 NA 11.2260947 9.7603675 8.5628625 8.2161701 10.3013511 8.7898482 NA 2.9358369 5.3827399 7.9496861 9.7069699 5.1319351 8.1455654 10.4979236 11.8605428 11.8593370 10.5019034 11.6849672 4.1500803 10.0080617 8.3556295 10.1095032 10.5624389 9.4765103 9.1746663 5.7107954 8.8068631 8.8982737 13.3700358 8.3256252 7.7350435 NA NA 10.3374328 9.9612949 5.2875831 7.6419340 3.5285963 8.8295610 9.6209430 10.0831813 6.4720084 1.6355222 11.8465268 8.4665888 9.4520342 12.1961134 3.9156165 10.0849511 0.8281441 9.0808181 10.6282437 3.7350455 12.0192119 10.7237280 7.8025674 -1.1716934 10.7554788 10.6099386 9.3936547 8.0497397 4.9366756 -1.1716934 9.7566711 8.3556295 10.8210911 1.9980872 7.8698116 9.9092367 4.6095127 10.9734480 8.0278253 3.2875905 9.8981864 10.9999550 9.7939370 11.0065063 9.9470938 16.2866795 NA 8.5492518 10.3369379 4.8942406 7.7380456 8.1181718 5.8168377 2.3212932 11.2617381 11.4645508 11.2083431 8.7365453 5.7470167 -1.1716934 9.7380458 8.5076329 8.6626239 9.0665575 10.1461305 10.6685372 6.3279981 14.0436478 0.4131608 -1.1716934 0.4131608 10.4912660 7.2460052 8.9235497 10.7153733 2.9980691 -1.1716934 8.8435678 8.5560730 10.3793563 8.6209430 10.9993295 8.7092665 NA 2.7350455 -1.1716934 10.9212401 8.6290527 10.1089235 5.3827399 9.3240077 8.3260047 8.0327241 10.4565983 7.9651436 2.6354990 7.1227731 5.4131168 8.6176864 -1.1716934 NA 8.9702598 9.7320346 10.1381974 7.8505207 10.3364426 9.6111510 10.9596882 -1.1716934 9.7267541 9.5830403 9.6112655 3.4720068 10.0235248 5.7470167 -0.1718559 7.4168676 13.7371082 3.1500884 9.3624556 12.9463638 9.4492888 5.0179753 6.8670711 9.9974513 10.1393334 10.5788597 10.6759930 11.0113879 11.0253694 9.6837998 10.2998279 10.1528958 10.6294569 9.8389325 2.4131066 -0.1718559 -1.1716934 -1.1716934 10.4957078 10.9606524 8.5611680 7.9955710 9.7438005 13.1142050 4.1135588 8.9275004 6.0855415 11.7724987 10.2710962 7.9129612 5.2375446 10.8122150 13.1232041 12.1826776 9.4253393 2.7263517 10.4331692 9.1433023 12.1914661 8.9829708 9.9606524 10.0448986 9.6322837 10.5888727 0.4131608 5.9049681 5.0760802 7.5216397 10.9412437 9.9440807 9.0479140 2.4131066 11.4945986 8.5389591 10.4074686 7.6483317 10.1290772 9.9696212 11.5988166 10.3634280 6.9980781 -1.1716934 7.7852550 5.7588894 10.8047168 9.4801013 10.8033917 9.0737054 7.5763453 9.8989444 7.2544174 -1.1716934 6.2290322 2.1500722 9.8081852 3.5830376 0.4131608 10.1325040 3.2875905 6.5355118 9.7213783 6.2850415 -1.1716934 11.1627053 10.4827887 10.8313192 11.5198962 8.1966592 8.2586051 6.0344843 10.0635686 11.2083431 11.1282192 9.9593666 10.6111509 1.4131066 8.4410211 1.1501047 10.0222939 9.6176864 9.2449503 10.0161233 12.5596839 13.7867507 NA 10.6070512 9.9056361 -1.1716934 4.5143748 8.0949391 -1.1716934 0.4131608 6.0179776 7.7706672 14.0891090 10.5717417 6.6799023 9.3069223 10.4818935 11.0911284 8.0327241 9.0345811 10.7746935 2.6354990 3.2204693 9.9535662 9.2064476 7.3159927 4.4131134 11.1287913 9.9182652 10.9093032 9.2017355 9.3408931 9.9457958 7.3319783 4.8942406 11.0293577 0.0013868 0.0013868 0.0084743 0.0044411 0.4785600 0.4660500 -0.0053992 -0.0089906 0.0192230 0.0192230 0.0192230 0.0192230 0.0013868 0.0013868 0.0013868 -0.0008316 -0.5020400 -0.4912000 -0.4912000 -0.4912000 0.0127950 0.0044411 -0.4934000 -0.0053992 -0.0041546 -0.0041546 -0.0052610 0.0048579 0.0038854 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 9.953566 11.461602 13.348955 10.105440 8.633897 11.611969 2.150072 4.150080 8.715373 6.667357 12.438255 9.099686 10.072517 8.558861 7.784500 8.651520 11.176328 6.311968 10.156267 9.340893 8.254417 8.662023 10.183669 7.094939 6.464778 11.327749 11.889693 9.777979 10.040649 NA 8.516403 6.583041 9.705437 11.079339 11.046716 8.934061 9.457509 6.576345 9.662624 7.747016 7.915615 9.793215 7.532057 3.413120 8.846353 9.505872 12.963622 9.932751 12.435714 6.220469 11.969781 9.847048 15.075450 10.443782 13.022371 10.598404 -1.171693 11.916941 8.322008 11.089366 8.396109 7.912961 8.976629 9.851214 11.300082 11.327749 2.828144 6.998078 14.012642 10.869812 10.088484 6.486364 9.482789 -1.171693 10.582623 -1.171693 12.632485 10.962075 10.250217 10.4979236 10.1095032 6.0080610 7.1590701 9.3566069 9.4008530 8.3653710 12.2433214 1.9980872 12.9627394 11.8715218 8.4720088 8.6990876 9.8813999 6.4428622 NA 9.0949393 7.9049681 8.9496861 9.0290514 11.6701101 12.3394112 10.0867188 0.4131608 8.7184171 7.7559304 8.5005782 9.9142888 9.5746669 4.7588894 10.6107415 2.9156165 8.1455654 8.5611680 3.9156165 10.9412437 11.2306319 NA 12.3704591 12.8506072 11.0787472 9.8989444 7.6985172 11.0990320 10.3260045 12.2410056 9.6611059 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 3 3 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 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 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3.45047226 12.08123216 9.06422567 7.96794498 12.54151738 6.39108717 10.84803706 NA 8.33389776 10.88159282 4.14012422 12.15749104 10.98084083 7.54611813 NA 10.47761925 10.35712771 9.35817843 7.84720897 6.87130894 2.19670146 10.20836667 8.86913482 10.50049007 NA 6.97200330 10.22014383 3.81819613 9.00406425 9.05469032 4.83612107 10.32435451 9.84499788 9.48495437 12.14507659 10.25407634 15.01880521 -1.50389562 7.83611980 8.75365735 5.06612364 7.29716940 7.39713638 8.02959920 1.30363465 11.29210636 10.37163509 10.55865317 6.72988989 2.66618849 2.08123735 9.41662254 9.97907759 8.29393140 8.98812284 9.94851091 10.59824534 7.05851241 13.13034328 4.88858741 -1.50389562 5.52969291 10.54305261 7.94748090 9.31005082 11.18036073 -1.50389562 1.49625781 8.15090589 7.63582113 10.66710853 8.67493444 11.13221444 8.39260207 -0.50369106 9.86804622 0.49630894 9.56571940 7.73706072 9.87943392 4.05085863 10.46493644 9.09059438 8.14192831 10.78080458 8.63326082 2.19670146 7.98611736 5.73467440 9.05085863 0.81819613 NA 8.74775192 10.07558558 9.87239509 8.48211175 9.17574963 9.59034733 10.70876602 3.78167445 9.73527135 6.92672177 8.78974131 4.31695667 9.92305853 -0.50369106 -0.50369106 7.02374659 13.56919776 4.62555105 5.06612364 10.06849616 10.02179048 4.92253564 6.57841798 10.26858422 11.06398808 10.10267493 11.03663987 11.68200305 11.10683313 10.50679779 11.38177540 8.84167504 10.62716195 10.10314668 3.81819613 1.49625781 0.81819613 NA 10.11235896 9.95774908 9.50959233 7.86695680 9.18992214 5.08123309 8.90566047 8.88751339 6.14732095 12.03263829 10.00505480 9.05277561 4.92253564 12.14855447 12.82023919 11.18189448 9.19777548 2.54764724 10.09059425 9.65487926 11.60054077 9.64347455 8.27926791 9.28147687 9.82662634 11.10082289 3.30362003 7.63069596 8.51168467 7.57308515 11.67197514 10.07729134 6.15369591 3.08123735 10.98184745 8.36663433 11.10429341 6.40316033 9.87348026 10.22078351 11.42515809 10.16204962 6.77704091 NA 8.06612526 6.85382104 10.36316220 9.37432051 10.83239677 9.62297408 8.43437886 10.31604955 7.89287427 1.66621122 5.43878520 4.30362734 0.81819613 3.70572361 1.95568478 10.54509711 6.14012627 7.17575013 11.00257722 8.42152755 0.08120326 11.39977496 10.37585289 10.96183607 11.19019216 8.66869710 9.81527553 6.23009924 10.67773250 10.64538166 10.52728160 9.54271153 11.43566521 1.08120326 8.46061070 NA 10.24320374 9.31005082 9.33547343 9.55222988 13.01092207 12.98749644 3.40315863 9.75188846 10.80290098 -0.50369106 2.95570337 7.30040107 1.08120326 0.81819613 7.23773674 7.92881147 14.42319104 10.23272227 7.92672236 9.29474135 9.87456446 11.38329983 8.85821355 9.02435265 10.65897566 4.01983533 3.66619985 10.07322631 9.10821654 7.56235921 8.07935251 11.54696862 9.73646468 11.01270840 9.43018887 7.03542816 10.21351764 7.10360045 4.64235501 10.07133605 -0.09472400 -0.09472400 -0.14237000 -0.00069303 0.00500440 0.01488800 -0.12317000 -0.00249380 -0.03762600 -0.03762600 -0.03762600 -0.02616700 -0.09472400 -0.09472400 -0.09472400 0.00035762 -0.14237000 -0.14237000 -0.14237000 -0.14237000 -0.14237000 -0.00069303 0.00583090 -0.12317000 -0.18207000 -0.18207000 -0.00249380 0.00587430 -0.17992000 0.000 0.000 0.000 0.000 0.000 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 0.000 0.000 0.000 0.000 0.000 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 9.954163 11.646334 4.224187 10.012955 9.060419 11.369522 4.705724 5.303624 8.388023 8.571749 13.404146 9.793765 8.236050 9.990815 8.063808 8.954676 10.772976 6.562358 10.866140 9.599558 7.890732 8.980216 9.946125 7.388053 7.066126 11.145077 12.126537 10.618774 10.173989 -1.503896 8.319637 7.118321 10.010984 10.342152 11.621683 9.553585 10.015906 7.453372 10.150010 7.617803 9.131988 10.747456 7.412149 6.583733 8.456271 8.392602 13.280240 9.901943 12.643872 6.315619 9.683003 10.242784 15.338632 12.175420 12.996489 10.652669 3.450472 10.936360 8.493449 11.584395 9.325992 9.052776 9.150906 10.299190 12.511336 11.712409 3.625551 6.284172 13.636183 11.152471 10.692564 6.366635 10.168253 -1.503896 10.960815 -1.503896 13.014370 11.417547 10.817634 10.826906 10.011970 7.073698 6.496269 8.499084 9.619744 6.096182 12.354712 3.303620 13.449420 12.412336 9.488500 8.291627 10.059466 5.583733 -1.503896 9.747160 7.213946 9.898749 9.742898 11.771958 13.329506 10.840011 NA 8.905660 8.179264 9.201038 11.297170 9.433643 4.666194 10.824103 5.316450 6.795477 9.509592 5.081233 11.671975 11.545267 NA 11.898349 12.505486 10.032517 10.316050 7.955701 10.536217 11.944515 11.378832 9.940327 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 5 2 1 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-1.5627723 8.5845353 9.2479019 4.6661487 7.4871784 7.4429551 8.0973258 2.5566746 11.0802844 10.7459536 10.0283849 9.8456599 3.3915203 1.6072474 9.5254558 8.9431416 8.4274340 8.5959400 9.6769287 10.3347975 7.3169132 13.3590782 3.2953116 -1.5627723 5.4817252 10.1093134 7.7660054 8.6697511 10.7473749 1.6072474 3.1377658 8.8047451 8.7227324 10.4970531 9.5438931 10.9396648 7.9549995 -1.5627723 7.7592584 0.0223323 11.5837397 7.9451248 10.2071680 5.3199719 10.4415506 6.9211459 8.1618439 11.3076949 9.7052873 1.8967756 7.4146100 4.5870769 9.1871996 0.7592411 0.0223323 9.3539562 9.9691990 9.6631402 8.7099599 11.1550066 9.5562713 10.5379925 8.0260448 9.6601250 8.3381971 8.6272906 4.3680699 10.3846018 4.4597005 NA 6.1377699 13.3151894 7.4117449 8.2843874 12.7027987 8.8844135 5.2702187 6.7904775 9.8781993 11.0930845 10.2824281 11.0206480 11.3833829 10.7487947 9.3710208 9.4067167 10.7322381 10.3958829 8.8533361 3.1377658 3.8967659 0.0223323 NA 9.4748771 10.3632554 10.2972531 7.1481369 9.2177716 9.2686374 4.7948837 8.7076256 8.4926127 11.6631401 9.7416815 9.1255806 6.3739683 11.6537729 12.5078704 10.8448635 8.6492184 2.9451207 9.9013653 9.9003437 11.2499086 9.3329055 10.3569384 9.1955533 9.6805042 10.6757349 2.9609009 7.7365379 7.9803618 9.1429625 11.2170495 9.3597807 7.9490826 4.6467848 11.0518100 8.6864438 11.4279660 8.2686374 10.0029084 10.4411994 11.4399694 9.9657843 7.5353625 NA 9.1575743 7.9110360 9.9426456 8.7261964 10.7296777 8.8167085 7.4260148 10.8101952 7.7227324 1.7592411 7.8572906 3.5247909 5.2909515 3.1377658 0.0223323 10.6736434 6.9687117 7.5946769 10.5074512 5.7534762 NA 11.0265131 10.5363491 10.9463629 10.7948821 9.2591041 9.2234773 6.4887560 10.8967618 11.5617746 10.8186027 9.7615107 11.6764811 -0.5627723 7.9069717 NA 10.5178146 8.5101328 8.5274426 9.4953218 15.1810864 14.5794771 3.7227283 11.5578921 10.3355536 1.7592411 5.3224149 7.7727204 3.0222968 NA 7.5896152 7.8947111 14.7547958 10.9342114 8.6382288 9.4783047 8.8646430 12.7485818 9.1185687 9.0602422 11.0269814 3.1377658 1.8967756 9.6607286 9.5188136 8.1220789 7.7970798 11.2666565 10.0820878 10.8261547 9.6645369 8.5419291 10.5899319 7.1066760 5.1519887 9.7041167 0.00234790 0.00000000 0.00165400 -0.00264240 0.00359740 0.18403000 -0.23754000 -0.01836300 0.00262550 0.00262550 0.00262550 0.00262550 -0.00291930 -0.00157030 -0.00388230 0.00220910 -0.00080262 -0.00080262 -0.00080262 0.00165400 0.00165400 -0.00264240 0.00512560 -0.23754000 -0.00167310 -0.00167310 -0.01836300 0.00207030 -0.01108200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.226 0.226 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.184 0.184 -0.238 -0.238 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.226 0.226 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.184 0.184 -0.238 -0.238 0.000 0.000 0.000 0.000 9.764883 11.280662 11.223191 10.265863 10.081637 10.635468 5.066688 3.685256 7.691438 6.988077 13.547813 8.447551 10.043273 7.800348 8.173800 8.788269 11.080510 7.228493 10.795981 10.493629 8.682883 8.833196 9.553622 8.077575 7.779405 11.250109 11.831659 10.1026661 10.4803574 -0.5627723 9.1472757 7.4817244 10.0441981 9.3576831 11.7706253 9.9411559 9.9044261 7.7749524 10.2483034 6.7682465 9.1524342 9.7388264 7.0955415 7.5221389 7.7365379 8.7704855 13.2455402 9.4203236 12.6628389 6.0111288 9.5614514 10.8011912 14.2599508 12.1938865 12.8099232 10.9757616 0.7592411 10.2418646 11.4707532 11.0064738 9.1838445 9.1255806 9.1754226 9.9181204 11.9777004 11.5174798 3.7948837 4.9919209 13.7663619 10.7290764 10.6858508 7.9311854 9.9201381 0.0223323 11.2438798 -1.5627723 12.4970126 11.3686143 11.0602971 11.299386 10.700306 6.514146 8.260698 8.764883 9.091966 6.781626 13.076820 1.437334 13.101333 12.642207 9.379111 8.139087 10.063496 5.514144 -1.562772 10.328734 7.816708 9.549770 10.011924 11.069644 12.588267 11.883897 1.607247 10.397694 6.442955 9.421036 10.849106 9.833400 4.022297 10.713745 8.217049 8.230120 10.297253 5.637002 11.217050 10.964074 NA 12.454748 12.443042 10.264673 10.810195 7.462470 10.553674 10.839543 10.774866 10.334642 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 5 2 3 4 1 4 4 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 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6.8150643 4.3918502 10.6356333 9.7397767 10.2099418 7.8223822 3.0699255 12.8395378 10.0283463 7.2398505 13.2244558 10.4770000 11.5473157 -1.3894889 8.7150927 11.0492856 5.1023474 12.3360730 10.7300834 7.6217208 -1.3894889 10.5784152 10.4197676 8.8916008 8.1281629 9.0719731 2.6104875 10.1481975 8.8296622 10.1607595 0.6105111 8.5143756 9.7504608 3.3109363 9.3720449 10.9196858 6.5646906 9.7429228 13.0927345 9.6873094 11.5345640 10.3477411 15.0733155 NA 8.7006062 9.1033484 5.1023474 7.2325456 7.1535257 9.8453111 2.2829142 11.3957418 10.3578476 10.7782255 6.7804190 0.1954736 3.1340566 9.5668699 9.5158808 7.9525683 8.3803316 9.9641920 10.1698709 7.5963359 12.5121149 3.4178525 NA 3.6104993 10.1789250 7.4622430 8.9525683 11.1992084 3.6979517 -1.3894889 9.4457546 6.5053114 10.5240976 9.2890939 11.0796268 7.8296625 NA 7.7928879 1.4178660 8.8465080 7.5143756 9.9581152 8.0113732 10.5467636 7.2864506 8.4528441 10.5650536 9.1113358 3.2543522 7.5675956 6.8584212 9.1123311 0.6105111 -0.3894889 9.1535257 9.7242359 10.0012001 8.4146248 10.1187837 9.3118003 10.8932927 4.2252055 9.7545146 8.0409461 9.4170434 4.1340566 10.2762738 2.6979517 -0.3894889 6.1103403 13.8024397 6.8296619 9.1340558 8.8596072 8.9931178 4.7602422 6.1496516 9.5798803 10.9680457 9.7997006 11.1435801 11.7259455 10.8506888 9.3628744 11.3945151 10.6150654 10.5938437 9.4287563 3.8584187 5.7500464 0.1954736 -1.3894889 10.0466848 9.0241216 10.4548072 7.5733897 9.1470421 6.4178491 5.3918536 7.8150649 9.6738889 12.2751633 9.2443971 9.3485861 5.5991779 10.9341115 12.3257050 10.5323347 8.8988755 3.8995914 10.1360146 9.6500982 10.9054017 9.6759099 8.7164021 9.5427084 9.8046351 6.2029505 4.0028105 7.9097017 8.3004917 7.9028152 11.7664188 9.9689141 7.2912048 4.6548880 11.1869781 8.3983961 11.3148297 7.3519604 9.6879771 10.3574279 11.6103176 10.1827202 6.9369229 -1.3894889 9.1784497 7.5762780 10.6314737 8.3004917 10.4169104 9.1301301 7.4870103 10.5895616 8.1650829 4.2829216 7.7829216 3.4178525 3.8488983 4.1340566 4.7190191 10.5041745 6.4496967 7.8702371 11.3228681 7.4412311 1.4178660 10.9036780 10.3118002 10.9885176 10.8214695 8.4210655 9.0194815 5.8444961 10.9608805 11.2473449 10.9114183 10.0963230 11.2967754 0.1954736 8.1496526 -1.3894889 10.3691334 8.2029510 9.3761942 9.5015180 13.9904474 14.1728554 4.0699255 10.9729856 10.5661437 -0.3894889 6.4113940 8.2178240 3.3653846 NA 7.2543503 8.0492855 14.7868422 9.8941610 8.4575512 9.7371982 8.7665769 12.6218084 8.7841709 9.1864488 10.7634123 3.9680447 2.4178390 9.5769992 9.6041399 7.6873092 7.8796206 11.2662481 10.3840451 11.1323395 9.4893111 8.4961903 10.6408160 7.3111416 4.6581658 9.8755227 0.02118300 0.02118300 -0.00494710 -0.02013800 0.14221000 -0.00027724 0.10249000 -0.02479800 0.01006800 0.00278760 0.00278760 0.00638710 0.02118300 0.02118300 0.02118300 0.00000000 -0.08776300 -0.08776300 -0.08776300 -0.08776300 -0.08776300 -0.02013800 0.00291330 -0.00478420 -0.10460000 -0.10460000 -0.02479800 -0.01697900 -0.07320900 0.000 0.000 0.000 0.000 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12.4022671 13.4786893 11.0097717 3.0699255 10.3195775 10.3213002 11.3811577 9.1496526 9.3485861 9.0177616 10.1641230 12.6161183 12.0359720 5.4931381 5.7294358 13.9722063 10.7822960 10.7978458 7.3315933 8.6383997 -0.3894889 11.2050516 -1.3894889 13.2154523 11.2024111 10.9458841 11.2196725 10.2718265 6.9233762 6.1103403 8.8596072 10.1452830 6.6548880 13.0845653 1.1954736 12.8743498 12.1327075 9.1717818 8.1104593 9.9757226 6.7242355 0.1954736 10.6332083 8.0841993 9.8982061 9.8871997 11.6588104 13.6459802 12.1222464 2.6979517 9.6819561 7.9279065 9.3452034 10.5537411 9.5360482 4.9142727 11.0073661 8.7791658 7.2758293 10.4548072 6.1418762 11.7664188 11.2536735 NA 12.6021042 12.8048659 10.5094730 10.5895616 7.8150649 10.6311265 11.1409001 10.7233144 10.0255383 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 3 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 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7.1264970 7.7680427 8.0701054 2.7050268 10.4217297 11.0505964 11.3772055 7.9851406 1.8976664 1.7050490 9.9386525 9.6102049 8.6625495 8.4522668 9.8284152 10.1396610 6.8692212 14.3242047 6.4901353 -1.1022175 4.4522660 10.9245470 6.7741954 9.3155302 11.0871936 1.8976664 1.7050490 7.4863926 7.8165408 10.6566172 8.2082905 11.4653963 9.0575491 1.4826418 9.5955141 1.2195867 8.5178977 7.9283449 10.5491780 3.3571156 9.0850300 8.8401922 8.4329531 11.5299915 8.4882647 1.2195867 7.9420717 2.9851361 8.6136399 7.2856954 NA 9.9061064 10.0788301 9.6592290 8.3006898 7.4713249 9.8423899 10.9887826 3.4212368 10.1562439 9.0423360 9.0348100 2.3571015 9.8350516 3.9420734 -0.1023723 5.6119219 13.9096039 5.5841778 7.1408523 8.8000528 10.7564359 3.9420734 6.7803206 9.5297642 10.3442442 9.1668046 10.8526011 11.5107214 11.3001570 10.2765146 11.2993573 8.7494270 10.9877903 11.4754630 -1.1022175 2.2196177 1.2195867 NA 11.0146715 10.6876190 8.4329531 9.0088135 9.5466734 6.1830795 7.9448017 8.4994485 6.7618637 13.2128274 9.8343157 8.7082493 4.7305693 12.0652528 14.6082152 11.9034778 9.2611993 1.9137990 10.1432305 9.8720925 12.5683341 9.4798199 9.5406320 10.6819036 9.8913239 10.1312975 -1.1022175 8.9637671 7.5806724 6.2899949 11.3942820 8.7901145 5.4937178 3.8045699 10.8874271 8.4807607 10.3276075 9.3207938 10.3012225 9.7726592 10.9314449 10.9910954 8.3468266 1.8976664 7.6559013 5.1830815 10.3668108 10.6119233 11.4873149 9.9082059 8.3070687 9.6110643 6.6658617 2.7050268 4.6255978 0.4826418 2.3571015 3.9851452 3.5981150 9.5946454 5.5270359 7.0775870 11.6029797 7.9606953 -1.1022175 11.8311841 9.9522822 10.3965270 11.4992165 8.1119969 8.2441916 5.9990755 9.9590489 10.3627340 11.2634534 10.1527064 9.9897742 NA 9.5514185 -1.1022175 9.4445722 8.8976779 10.3713835 10.4231986 12.8713752 12.6614089 2.7050268 9.8075708 10.7657287 NA 5.8749568 7.5736351 2.2196177 NA 6.3975240 7.4484244 13.9092545 9.7970347 6.3814928 8.4153471 10.7541033 11.2105608 8.1807660 9.1129680 11.0509132 2.0676043 3.7556567 10.5558893 8.2486169 6.6724649 10.0308201 11.6598522 9.8083205 10.9934045 8.7082493 7.9365967 9.6391448 7.5087028 4.0571470 11.3887793 0.00638260 0.00530350 0.00055007 -0.00235980 -0.00285930 0.03002400 0.00032506 -0.03163600 -0.03081800 -0.03081800 -0.03081800 -0.03081800 0.00638260 0.00638260 0.00530350 -0.06280100 -0.23497000 -0.23497000 -0.23497000 -0.23497000 -0.23497000 -0.00235980 -0.00055897 0.00777380 -0.24728000 -0.24728000 -0.03163600 0.00000000 -0.10461000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.105 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 -0.123 0.000 0.000 -0.235 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 -0.105 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 -0.123 0.000 0.000 -0.235 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.247 -0.247 0.000 0.000 9.659229 11.975662 11.399266 10.117451 8.219606 12.077120 2.219618 2.482642 8.677397 5.272717 13.689756 9.653926 11.192011 11.698274 6.903078 9.041061 11.292676 5.584178 9.212827 10.920739 8.407453 9.395649 10.475753 7.795523 5.985141 12.261949 11.959555 11.101026 9.960399 2.705027 7.952960 7.570103 9.541534 11.424177 11.179898 8.943438 10.083173 6.577158 9.676576 6.348889 9.191150 11.650895 7.361203 6.685580 7.688841 7.006203 12.999489 9.752546 14.129686 9.188077 12.111086 11.068855 14.717907 11.698982 12.960820 10.443608 3.541540 11.539052 8.298557 11.681290 7.998340 8.708249 8.929724 10.696555 9.764184 10.798545 2.705027 5.874957 13.831404 10.571429 9.296422 7.067603 9.832843 2.482642 10.350434 -1.102217 12.784232 10.764362 10.040423 10.151525 9.262907 5.006204 3.541540 9.186544 8.261812 7.145605 11.415832 3.482642 12.329959 11.861658 9.644192 8.004136 9.623896 4.067604 NA 9.580672 7.016619 9.195740 9.513307 11.650477 11.721443 10.681904 2.705027 8.615354 8.099802 8.975828 10.914486 8.792496 3.851879 10.176127 5.255229 8.834316 8.432953 4.730569 11.394282 11.027605 1.219587 12.326038 13.603850 10.528855 9.611064 8.328131 11.757989 12.202029 12.500610 9.824485 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 1 NA 5 3 2 3 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.3596288 7.8973923 10.7197950 6.3057973 10.2941148 -1.4556135 8.0016261 11.0758705 2.0036742 10.4746131 10.6083144 7.6527697 0.8661563 10.7884457 10.4396351 9.1267073 8.3288804 5.4268887 0.8661563 9.2533292 8.1178924 10.9252475 1.5442381 6.5215251 8.9105675 2.0036742 11.2164497 8.0540203 5.0988322 9.5219045 11.9145241 9.6183868 10.8296476 9.9964866 16.3618974 NA 8.4299419 10.8540059 5.3771342 7.4896890 8.4192266 5.4390646 2.8996784 11.4834573 11.3272436 10.0143957 10.2725911 4.9365626 2.7921682 10.0143957 7.9995728 8.1141010 8.9203707 10.3435270 10.5318647 6.9105672 13.7056529 2.0036742 1.1292171 6.1662977 10.4933425 7.1404351 9.0921038 10.4657144 4.1881002 -1.4556135 8.6773877 8.0460828 10.5666687 7.5442450 10.6160429 8.3723819 -1.4556135 1.5442381 NA 11.7923212 8.6435932 10.0275573 3.6317096 9.0159207 6.7682465 7.8016334 11.4242114 9.2006704 3.5886367 7.7682472 4.8110343 8.7003284 1.3516283 -1.4556135 8.4268883 9.7652282 10.7019081 8.2429502 10.6904958 9.7561336 10.8226949 4.6103339 10.3459537 9.2254839 9.3247852 4.3771376 9.6741723 5.5329309 NA 8.4926127 13.7710715 4.1881002 9.4092053 13.2486354 9.7060071 3.6735338 7.1881012 10.8325348 10.6876286 9.8051649 10.9483225 11.1191298 11.0128694 9.3572249 7.2307458 10.4541385 10.7536987 9.1777220 2.6317096 0.1292171 -1.4556135 NA 8.9039951 11.0787915 9.2316210 7.8774007 9.8184080 11.8007490 6.2377320 9.5596604 7.3483767 12.0568624 10.0658458 7.8593950 5.9017985 11.0753831 12.1492618 10.7721621 9.2286609 3.2970006 10.3995032 9.5006216 11.9038577 9.1525001 10.6738504 9.5200934 9.1835860 9.6560331 1.5442381 8.5229557 6.5995276 8.1844901 11.0435930 12.1578058 8.9784671 4.1589590 11.2863442 8.9933942 10.5161481 7.6683667 10.0867936 10.4037802 11.8263202 9.5666131 6.9451242 2.3516001 8.5554726 6.2924376 10.0800067 8.9778308 10.8796525 9.4352696 7.6475333 9.9376359 7.3959942 2.4511452 6.2446854 2.1292171 4.1589590 4.4984424 1.3516283 10.5154296 7.0678076 7.0717219 9.8766624 6.5090481 -1.4556135 10.7883118 10.8016332 11.2375145 11.5640098 8.8751623 8.7814555 6.8066695 10.6233968 11.6081460 11.1155240 10.0829193 10.8976679 -1.4556135 8.4969868 -1.4556135 10.2377323 8.5776683 9.3099458 9.8296476 12.9072165 14.2244400 2.5442381 11.6911322 10.0785482 1.8661563 3.4511320 8.7488164 1.1292171 NA 6.4390629 7.1141015 14.3159670 11.1926120 6.9871890 9.2915992 10.5361215 11.4388737 8.5749125 8.6812110 10.7724628 3.4022310 2.9365720 9.9959716 9.6494992 7.2446854 4.2166721 11.2721658 9.7874194 11.1651525 9.3845828 7.0480716 10.5645309 7.0360989 5.2013124 10.3568239 0.00471900 0.00337410 0.01460900 -0.00222240 0.51943000 -0.00899060 -0.00180140 -0.00926660 -0.00719580 -0.00719580 -0.00719580 -0.00719580 0.00471900 0.00471900 0.00337410 0.00013863 -0.53723000 -0.53723000 -0.53964000 -0.53964000 -0.53964000 0.00277450 -0.55086000 -0.00839950 0.00000000 0.00000000 -0.01306100 -0.00193990 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 -0.537 0.000 0.000 0.000 0.520 0.520 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.537 0.000 0.000 0.000 0.520 0.520 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.673841 11.737155 12.519108 10.068297 8.419227 11.899872 2.714180 3.299127 7.457135 4.474981 12.399893 8.496768 9.974698 8.561040 8.114101 8.527239 11.510751 6.652770 10.195297 8.001626 8.362828 8.538372 10.070079 7.734070 6.991329 10.933339 13.034031 9.4428467 10.1966422 -1.4556135 8.6157076 6.2516036 9.9684116 10.8371421 10.7886092 9.8785186 9.2974622 6.6990630 9.3873813 7.0401001 6.2721651 9.1320228 7.7826503 6.9322632 9.0756268 8.7921727 12.9329354 10.3928683 12.4004763 6.4957639 10.8517309 10.3169723 16.0941503 11.1162350 13.6070083 10.6631864 0.8661563 11.5188392 10.7829487 10.1007514 9.2069137 7.8593950 9.0736759 10.0305776 10.6167130 11.2915992 2.9365720 6.2516036 14.0239521 11.4049444 10.2407783 6.9236234 10.1183658 -0.4558114 10.9636789 -1.4556135 12.4579763 11.0298458 10.5017102 10.772763 10.383843 5.129209 7.657987 9.298298 8.811032 6.801633 12.428011 2.451145 13.230746 11.718235 8.701592 8.023621 10.127798 2.631710 NA 9.196194 7.558266 9.071722 9.643593 11.835992 11.856987 11.139969 2.544238 9.690178 7.940850 8.966310 10.151113 9.632371 4.098832 10.163548 7.040100 6.572151 9.231621 4.693994 11.043593 10.737463 -1.455614 12.822114 12.591966 10.521525 9.937636 7.758564 10.010322 10.098834 12.321295 9.567341 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 NA NA white not hispanic or latino 65.53.0 NA NA 3 NA 1 2 2 3 2 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 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10.4086617 10.8819413 7.1410608 NA 9.2714187 8.6362552 NA NA 4.3616631 8.6651678 10.2028369 5.7301997 6.3123784 10.5876046 12.3027732 10.8677972 10.8100382 11.6212977 2.1029268 10.2110766 8.8043560 10.0587830 10.6862770 8.5982096 8.1473199 5.6618921 8.4866299 8.9430290 10.2318405 7.9674303 5.3830338 -1.7046296 NA 9.9042875 9.9894931 5.0637531 7.3372294 3.2497639 8.4171040 9.2885090 9.4171042 7.3317446 4.1284584 11.4445238 9.0268897 6.6706095 11.7638129 3.2955761 10.8390859 NA 7.8520769 10.8668493 2.5434959 10.9419043 10.3078459 7.6792746 -1.7046296 10.0846274 10.3193666 9.2248292 7.9102805 5.4351218 1.4655044 9.5446842 8.4579619 11.0473239 NA 6.1284604 9.3276164 0.8805680 10.2609942 9.7374774 6.0703571 10.6857208 13.4104110 9.3310571 11.5683462 10.3355178 16.0905829 NA 8.6542218 10.9724093 4.6878893 7.1061420 7.7934225 5.0637531 0.8805680 11.6183438 11.0044390 10.0213630 9.3730539 5.5901918 5.5339744 9.4222751 8.2263081 8.0587830 9.8191326 9.5345723 10.3539006 6.7550024 13.3959045 0.6174866 NA 4.2955688 10.3255480 8.0587830 8.9617946 10.5354675 -0.7043945 -1.7046296 10.3572794 6.8347289 11.1069353 6.9609067 11.2222373 8.4679980 NA 2.9960090 -0.1195104 12.0870388 7.7467817 9.3856830 4.1535541 9.6135484 9.7854186 7.7974080 11.2908078 9.6651680 3.2024647 7.0504582 3.0504495 9.1820293 NA NA 8.8673232 9.8472790 9.9317421 8.5600133 10.2047137 9.5529586 10.0682976 1.2955467 9.8973415 7.5458688 10.0050853 4.5470981 10.0625136 3.6878893 -0.7043945 6.7834108 13.3381705 3.1029268 8.5775006 13.8532437 9.4254975 4.0769267 6.3830338 10.8831138 10.6798148 9.7657210 10.7740875 11.7676966 11.0560827 8.6376454 8.4040950 10.3193250 10.7395502 8.6497649 3.9679986 NA -0.7043945 NA 9.0654086 9.1069453 9.5850132 8.2856745 9.1972597 10.9947093 3.6174983 8.9121196 6.0504582 11.9661162 9.4958562 9.1589825 6.0166701 11.3399648 12.2724032 10.7186866 9.0237549 3.6622397 10.6211572 9.7773701 11.7161888 8.7590949 10.9376223 9.2410145 8.7343625 10.8940884 2.7549944 9.3962329 5.5716950 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8.363005 7.801382 10.608737 12.689765 9.588467 10.146929 NA 8.397546 7.429997 10.432882 10.488788 11.819623 9.103731 9.630961 7.419278 9.764704 5.872999 7.757050 9.132410 7.150439 5.850159 9.447855 9.053794 12.956514 9.151218 12.840958 6.696407 8.809298 11.511559 16.506950 11.123707 13.173574 10.838602 1.295547 11.019018 11.009601 10.391956 9.327616 9.158982 8.951995 9.879594 11.186975 11.833396 0.880568 4.339964 13.379697 11.823781 10.100105 7.899493 9.566450 NA 11.398531 NA 12.776235 11.057942 10.326238 10.5876046 10.0587830 5.5339744 6.9890572 9.2468553 9.3420126 6.7631765 13.2931365 0.2956055 13.3446960 12.4889420 8.3399649 8.9298463 10.5564902 3.3399640 -0.1195104 9.1751538 8.7508979 9.6862771 9.4137980 11.0724149 12.4379171 10.4057277 1.4655044 9.8903617 8.1504388 8.9785652 10.3382560 9.4242095 3.8191368 10.4434116 4.3399640 6.5434974 9.5850132 3.9394241 10.6208761 11.6160892 NA 12.6175692 13.0453877 10.6132659 9.8323035 7.2380856 10.8805332 11.0355622 11.3991847 10.7581752 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10.32183263 10.61202087 9.12648483 8.10515633 5.57217421 1.70429654 10.13054173 8.67696974 10.56629431 2.84177189 6.25886561 8.95504917 7.11026927 10.11111976 9.30418976 3.70427441 14.27904149 11.84600098 10.03787966 10.89088645 10.81384651 14.03645343 -1.61749874 8.41163597 10.71382570 5.24032960 7.59423726 7.80651547 5.50128945 2.05137210 11.67034975 10.80520207 9.92876115 9.57279097 4.40471923 1.84177189 9.72664477 8.43219737 8.23409794 8.76064378 9.90149370 10.59514921 7.20571604 12.14980919 3.28924429 -0.61772010 7.28019450 10.36248841 8.06884920 8.66427874 10.47774592 -1.61749874 0.38239058 9.37952826 8.50258679 10.79537377 7.35101606 10.70484042 8.31751392 -0.61772010 4.44843847 NA 12.52836061 8.39217744 9.57772111 5.24032960 10.29374085 7.30716164 7.88219489 10.90786972 9.22548486 3.77467111 8.50905328 5.59180207 9.07234675 NA -1.61749874 8.10002521 9.27565033 10.46383229 8.26804507 10.96142907 9.57464177 10.29934793 1.55227869 10.14098847 8.52700698 8.63737731 4.31308619 9.97993587 6.71326553 -1.61749874 8.40610336 13.64198182 1.55227869 9.93597812 13.22793693 8.99705864 4.73990209 7.15713570 11.15837061 11.40020120 10.21405193 11.03608966 11.61630701 10.86717177 9.38375699 7.76605312 10.52253955 10.66572665 9.08616595 5.89014265 NA -0.61772010 NA 9.58079390 11.30214332 9.56722428 7.73328790 9.28970538 11.93681782 4.51163249 9.73604705 5.99705977 11.19753199 9.61476983 9.22233993 6.62552329 11.41456686 11.22705464 10.94602182 8.88518082 3.31733301 10.00211037 9.76821129 10.94816498 8.99981627 9.31898673 9.37882241 9.73218303 11.28397003 3.08278773 8.85706876 6.06182803 8.71550424 11.16657474 5.45552779 8.25166513 4.28923691 11.27014065 8.43355790 11.42143929 8.47906399 10.25502373 9.99383482 11.85262645 9.16042611 7.59666834 -0.61772010 8.93405704 7.79173985 9.86010709 8.88716790 10.73050716 9.02349739 7.61596871 10.45414638 8.56350099 -0.61772010 6.87420187 3.13724119 0.70425227 3.73990209 0.38239058 10.08884494 6.45381057 6.42674278 9.91490934 6.40504954 -1.61749874 11.29261681 10.53368258 11.53922198 11.14348456 9.46914849 9.75374976 6.10262664 11.22646614 11.78855387 10.30344594 9.94649840 12.27745075 2.08280476 8.34235073 0.38239058 10.18001045 8.49478840 8.21682005 9.41783543 12.99458388 14.18950252 0.96731619 11.40054908 10.61656759 NA 2.55227869 8.62314039 0.96731619 -0.03268381 8.03698514 8.05300487 14.83294800 11.20634298 8.91275524 9.32192809 9.72219891 11.61176855 8.59180207 8.93821286 10.98063408 2.55227869 2.90590923 9.53653417 9.89410154 8.24188355 4.44843847 11.33999510 9.55665051 11.07953365 10.36248841 7.66543754 11.03519383 7.82736367 5.82230441 9.54474019 0.0111180 0.0111180 0.0120940 0.0151650 0.0093065 -0.0024970 0.0143270 -0.0048494 -0.1029000 -0.1029000 -0.1029000 -0.1029000 -0.5607700 -0.5607700 0.0111180 -0.0049877 -0.5663500 -0.5663500 -0.5663500 -0.5663500 0.0144850 0.0151650 0.0119540 -0.5769000 0.0109780 0.0109780 -0.0048494 0.0088887 -0.5656500 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 -0.561 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.566 0.000 -0.568 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.564 -0.564 0.000 0.000 -0.103 -0.103 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 -0.561 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.566 0.000 -0.568 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.564 -0.564 0.000 0.000 -0.103 -0.103 10.790148 11.628199 10.719413 10.201730 9.387973 11.107076 3.511632 3.591799 8.194526 6.722198 12.612294 8.511568 5.890143 8.423392 8.549290 9.297481 11.503882 7.196130 10.567534 6.567224 8.343799 9.027440 9.355673 8.681557 7.117058 10.709902 11.568927 9.948879 10.752219 NA 9.099168 7.426743 10.138071 9.277924 11.621947 9.176765 9.935978 7.923446 9.888657 7.938855 6.925381 9.216820 7.221552 4.825292 8.903949 9.372453 12.669051 10.084522 12.403329 7.065765 8.460500 10.733288 15.334396 12.242854 13.150430 11.278681 2.967316 11.232145 11.676539 10.549140 9.643268 9.222340 9.473123 10.158782 11.415772 11.302514 3.667756 6.572173 13.942346 11.297855 10.069287 7.603936 9.870189 NA 11.636935 NA 12.583860 11.705394 11.147635 10.96072158 10.37422497 6.53716714 7.34524467 8.40332866 9.22312687 7.45112702 13.01765039 3.93693940 14.03603369 13.15440566 8.89508930 8.87258809 10.02078484 5.71326690 -0.03268381 9.21207172 8.18647976 9.74045051 10.02033218 11.09186357 12.59484527 10.26039974 1.84177189 9.85199072 6.93693822 8.86918388 11.66659462 10.11705850 4.49087173 10.61506955 3.24032960 7.87219713 9.56722428 5.35963010 11.16657474 11.32027436 NA 12.21197253 12.35971824 9.62730734 10.45414638 6.84995424 10.63590092 10.74976361 11.02729797 10.71090318 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 3 3 4 3 4 4 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 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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 1.144444e-06 3.468013e-07 NA 11.5317305 10.0514674 8.8067578 9.8949390 10.1885023 10.7807000 -0.2472514 1.3827779 4.3074212 7.8323166 9.5714142 5.4670773 6.8872584 10.9653284 12.1066680 6.8561192 10.9647203 11.4023127 4.4807498 9.3359149 8.8652715 9.9995726 10.8206025 8.8548076 9.0691135 8.2346316 8.9876494 9.0725041 14.9943125 7.7975539 7.7272466 -1.2470802 NA 10.0301193 9.9196227 4.0747623 6.5666127 3.3966938 11.9555680 9.6694579 10.0871053 8.3601623 1.0747794 11.4301112 8.7821192 5.6835701 11.3622416 5.4532706 11.0216663 1.3377682 8.8821151 11.1150498 4.3074212 12.2521796 10.4423933 7.7070284 NA 10.4375631 10.3182340 9.5006306 7.9202504 6.9076502 -0.2472514 9.8202664 9.2356400 10.6780155 1.3377682 6.2366476 9.8808263 6.5730109 9.7214988 8.7654565 5.9816518 11.8143382 12.7848777 9.4074681 10.6705770 10.2245073 16.3685119 NA 7.8323166 7.5857220 4.1103799 7.5309088 7.5666135 8.7315424 1.3377682 11.2275519 10.5963606 10.1349156 9.2406721 4.0382342 2.3377967 9.5967531 9.0149268 8.2977962 8.6030187 9.7063009 10.5513038 7.1451496 13.5233410 3.0007572 -0.2472514 -0.2472514 10.4393326 7.4739314 9.3858272 10.7450622 -1.2470802 NA 8.3930768 8.5983220 10.9698173 8.5391018 10.5333718 8.8108238 NA 9.7236568 -0.2472514 9.9133337 7.7214991 10.0213740 3.8402920 9.7301119 8.9127035 8.0312816 10.7297540 8.9000369 1.5601769 6.2606260 4.7070278 9.5423656 -1.2470802 -0.2472514 8.9995725 9.4824528 9.6544531 8.6293490 8.7485991 9.1365362 10.6139189 0.7528342 9.8750128 10.6239672 9.3610869 1.9227687 10.0600328 3.2122580 0.3377682 7.4217173 13.5094926 4.1103799 4.5077185 10.7563499 9.1462224 4.2122658 6.6835687 8.8349810 11.0330228 9.5110552 10.4735037 12.0201351 10.8515221 9.2050733 11.2741870 8.3948837 10.6698310 9.5820710 2.4532805 -0.2472514 -1.2470802 NA 9.7731174 10.9233831 9.0486010 7.9912367 9.7288877 10.2546691 9.5513038 9.1968116 6.0837495 12.7469202 10.5431805 8.5920358 5.3226889 11.2250151 13.1197006 11.1775232 8.8859742 3.8176335 10.1942201 9.8898230 11.4569518 9.0611711 10.2531760 9.4056769 9.2295783 11.1866782 1.7528342 5.1451476 7.4217173 7.9598461 11.4428300 13.2441766 8.4703201 3.0007572 11.4032106 8.6308830 10.8366437 9.2734506 10.0486009 10.0971279 11.4930344 10.0108091 7.1147762 -1.2470802 9.1483662 6.7186164 10.1451495 8.8587404 10.6240096 9.3302608 7.9500484 10.1114833 8.2019808 2.8403021 5.0926810 2.0747452 3.0007572 3.6108182 2.2122580 10.8246295 6.1537121 7.3264789 10.6737022 7.0025619 -0.2472514 11.2239991 10.3420150 10.8459194 10.9816507 8.5456225 8.6108130 5.5389044 10.8313164 11.0625925 10.9389462 10.1032187 10.4283480 -0.2472514 8.5777906 NA 9.8962152 9.0428509 9.2214561 9.1696294 13.8043384 13.7305591 0.7528342 10.4700801 10.8033609 -0.2472514 5.4807530 7.2245073 0.7528342 NA 6.4807530 7.5601868 14.0097041 10.8727750 7.4532715 9.2265377 10.1467587 11.5129282 7.9912367 9.0605906 10.5951823 5.7862539 -0.2472514 9.8155527 9.5577696 7.2761198 8.8162272 11.4860592 9.9707897 10.9738149 9.7400959 8.7026586 10.8306491 7.4601913 4.6354758 10.2310960 0.0000000 3.6569000 0.0230050 0.0239900 0.0094491 -0.0008316 0.0045800 -0.0074720 -0.0669220 -0.0669220 -0.0669220 -0.0669220 0.0000000 0.0000000 0.0087528 -0.0574470 -0.5503500 -0.5430000 -0.5430000 -0.5430000 0.0230050 0.0249690 -0.5457300 0.0038854 -0.5460300 -0.8155600 -0.0074720 0.0049162 -0.0927420 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.000 0.000 0.000 -0.546 0.000 0.000 0.000 0.000 -0.545 -0.545 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.000 0.000 0.000 -0.546 0.000 0.000 0.000 0.000 -0.545 -0.545 0.000 0.000 10.271977 11.624930 10.938637 10.705573 9.324585 11.128957 1.922769 3.000757 7.816227 5.981652 13.256037 9.428304 10.596361 8.667950 8.119373 8.264585 11.605947 6.659722 10.314597 10.056042 8.647650 9.129446 9.684884 7.303579 6.604581 11.408363 12.727426 9.989444 10.558979 -1.247080 8.461916 6.712834 10.233117 10.134916 11.373052 9.026628 9.534192 6.976833 9.109284 6.967151 9.077012 9.735826 6.345290 5.808115 8.795859 8.352745 13.135659 11.958778 12.628869 7.450807 11.495141 11.283970 15.654571 11.716270 12.846992 10.645754 4.962285 11.003130 8.354603 10.478198 8.640053 8.592036 9.407468 10.359700 10.908283 10.884046 2.922750 6.204043 14.017285 11.378997 9.373968 6.573011 9.933984 -1.247080 11.139233 -1.247080 12.854726 11.107756 11.012281 10.9653284 9.9995726 5.7528315 3.2122580 9.1558441 8.7471853 6.5276193 12.8410256 1.3377682 13.3933029 12.7970553 8.3583114 7.9131066 9.8502058 2.9227497 NA 9.5374669 7.5698154 9.2910210 9.3302608 11.5730109 11.9230701 10.8023403 0.3377682 9.1081831 7.5698154 9.1905840 10.3055011 9.6430962 2.6597191 10.2675461 5.6716953 6.1706842 9.0486010 4.9227592 11.4428300 11.4325320 -1.2470802 12.6254107 13.0249514 10.3518149 10.1114833 7.6835694 11.2549179 10.1848518 11.9856666 10.3234277 TCGA-CJ-4897 79 0 NA 1808 kidney stage iii t3a nx m0 19-3-2015 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 70.53.0 NA NA 2 1 1 1 2 3 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.25583304 10.55326469 9.44621239 7.87544773 10.77481983 5.95627973 10.65410754 NA 7.96702793 11.35138247 2.99280468 10.32670519 9.89528005 8.48999122 0.40784218 10.73937930 10.02900004 9.16606514 8.26208686 4.60947722 -0.91403155 9.10689397 8.31112116 11.04482905 0.40784218 5.84080058 8.99730596 -0.32915966 9.92314755 9.53866988 5.61729554 11.75373510 10.96415644 9.52054208 10.65885091 9.94272840 15.78518811 NA 8.45986641 11.31488285 4.51217631 7.84080121 7.66334248 6.74769218 1.32163953 11.46569837 11.32819487 10.60210636 9.23248257 5.98073139 3.44346078 9.48572588 8.06605366 8.02255202 8.78981759 9.19247678 10.46610441 7.02549285 13.95728978 1.78634544 NA 4.91880601 10.27851497 7.82231589 8.97617830 10.86255251 4.04011215 NA 9.80401854 7.24073219 10.58658406 8.12483266 11.25317525 8.40106339 NA 3.21519710 NA 13.30212926 7.54739353 9.34683348 0.89328454 9.62701052 8.23819883 7.80359064 11.09451762 9.81723295 1.89328454 7.76010648 4.01664786 9.29658520 -0.32915966 NA 8.13030800 9.34624534 10.78418446 8.50482058 10.68210368 9.75435574 10.47446940 3.99280468 10.41178149 7.93922364 9.68168416 4.55074679 9.86234693 5.86070214 NA 8.12071273 13.73623644 4.96855621 9.56518892 13.67708558 9.36552458 3.25583304 6.54943815 10.74211530 10.93492799 9.41739074 10.63930317 11.39080561 10.61070043 8.09434271 7.71890887 10.43823327 10.84413713 8.81585750 4.71527290 0.89328454 0.67084034 -1.91430342 8.84746519 10.09784002 9.50745275 8.03719880 9.48736937 10.49954187 4.23565814 9.09434244 9.00998421 11.60567299 10.33532369 9.31893433 5.67087715 11.25113495 12.19247684 11.01295110 9.11696717 4.17167921 10.50534742 9.86563322 11.94185301 9.05601987 10.86111266 9.78461849 9.26208709 10.88620717 3.04010338 8.93375438 6.13030903 8.57475813 11.31036784 10.98342660 8.81732618 3.75833516 11.84319972 8.65576933 11.62954992 6.78635328 9.93961330 10.12586106 12.08070929 9.97921539 5.62507173 -1.91430342 8.55961953 7.65766644 9.63232602 9.36262002 10.62194984 8.84496996 7.96396476 9.98489306 8.37938573 1.08590049 7.59172579 3.67087432 2.72977027 3.84080561 1.54532593 10.93022735 6.81042768 5.92511882 9.61272127 4.61558109 NA 10.66405069 10.56846977 11.21181166 10.25990329 10.03172353 9.30507631 6.56646205 10.68210368 10.96300630 10.63280840 9.98035282 11.27109910 NA 7.75302549 0.40784218 10.03865511 8.95164724 9.27326597 9.23248257 13.27766715 15.04218795 2.89326512 11.69555438 10.04265309 0.67084034 5.50182445 8.72582430 0.89328454 -0.91403155 7.47177600 7.20744780 14.67376466 11.55721698 8.77852926 8.90768776 9.24199697 12.19067643 6.93140413 9.18992288 11.29323333 2.84080561 1.67088565 9.91246245 9.82948602 7.25333223 5.30508406 11.25317525 9.66711456 11.73584365 9.98715797 8.29292804 10.43740535 7.05458044 4.82062319 9.87259193 -0.196620 -0.196620 0.103800 -0.211440 0.916020 0.307770 -0.209450 -0.111680 0.017824 0.031014 0.031014 0.022703 -0.196620 -0.196620 -0.211560 0.289920 -0.561810 -0.561810 0.103800 0.103800 0.103800 -0.211440 -0.107750 -0.314960 0.223600 0.223600 -0.109850 0.096380 -0.222810 -0.112 -0.112 0.000 0.000 0.000 0.000 0.000 -0.231 0.102 0.327 0.327 0.000 0.000 0.252 0.252 0.152 0.152 -0.197 -0.197 0.219 0.219 -0.134 -0.178 0.290 0.290 0.104 0.104 -0.211 -0.211 0.320 0.916 -0.108 -0.108 0.308 0.308 -0.315 -0.209 0.224 0.224 0.000 0.000 -0.112 -0.112 0.000 0.000 0.000 0.000 0.000 -0.231 0.102 0.327 0.327 0.000 0.000 0.252 0.252 0.152 0.152 -0.197 -0.197 0.219 0.219 -0.134 -0.178 0.290 0.290 0.104 0.104 -0.211 -0.211 0.320 0.916 -0.108 -0.108 0.308 0.308 -0.315 -0.209 0.224 0.224 0.000 0.000 10.706363 11.936491 12.907987 10.084857 9.874224 11.937370 4.108282 1.407842 7.207448 2.670886 12.617600 8.192791 11.324916 8.781481 8.379064 9.065339 11.915240 6.758339 10.785703 8.362038 8.745910 9.003719 10.329061 8.019605 7.366685 11.083623 13.482385 9.4867934 10.2451545 NA 8.6356985 8.3099156 10.4021954 10.3859805 11.5407272 9.2093888 9.7143594 7.5514806 9.7302208 6.9156368 6.3433012 9.1740396 5.6708772 6.5616469 8.3666846 10.0596112 12.5086357 7.9685568 12.9936496 7.1313456 9.3567933 10.1536844 16.1152389 11.4675921 14.3586895 11.2385156 0.6708403 10.5974195 10.9759881 10.4462123 9.1472851 9.3189343 9.6927818 9.6279785 9.9403927 11.5675847 2.4078422 5.4434674 14.6046500 11.3831168 9.4803766 6.7079651 9.8928662 NA 11.8603922 NA 12.5874401 11.0956708 10.8910531 10.5532647 10.2815937 6.0225520 7.5391844 9.0459158 8.9407822 5.0516984 13.1066621 2.0859005 13.9927810 12.5186515 8.0166512 8.5606844 10.3047798 4.1944417 -0.3291597 9.3284925 8.0225520 9.8586408 9.6815910 11.2628662 10.9761782 11.0034724 0.6708403 10.7036109 8.2035570 8.8557518 11.2280210 9.8087215 2.0859005 10.0915384 5.8474658 8.1466099 9.5074528 5.6557697 11.3103678 11.4733928 NA 12.9419503 13.0007662 10.6260419 9.9848931 7.5432948 10.7127637 9.8458021 10.6533496 10.9825320 TCGA-CJ-4899 42 0 NA 1528 kidney stage i t1b nx m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA asian not hispanic or latino 69.49.0 NA NA 1 NA 5 2 1 1 2 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.6667128 15.4985822 -0.8606615 8.5379794 10.0595886 5.3966253 7.6470302 7.2503714 8.6569053 2.3091471 11.2894591 10.7481836 10.3185229 9.3901264 2.9972201 3.8116663 9.6842002 8.5790666 7.8396756 8.9032781 9.9566192 10.2539542 7.4790858 13.2802253 1.1392075 -0.2757863 4.9205934 10.3407472 7.6608359 8.7344932 10.5099232 6.4566485 -0.8606615 9.7893900 7.1945185 9.9842671 7.5986674 10.9222340 7.8874284 NA 4.7685919 -0.8606615 11.4985736 8.1767825 10.2059977 7.4967875 9.7617452 7.1890842 8.1035768 11.5891582 9.7585387 4.2889860 7.5570884 5.0340528 8.9287694 NA NA 8.7956608 9.6995686 10.1870414 8.7640313 10.2296791 9.8970425 10.8171756 1.8396775 9.7062411 8.3499071 9.0485065 4.5821766 10.2276928 6.4967883 NA 8.4901750 13.2327772 4.8534817 10.5819201 11.0151771 8.5443772 4.9074195 6.7722314 9.4600364 11.2433431 9.5272532 11.3957394 11.6772428 10.5470347 9.7631172 9.8204742 10.6549356 10.6762114 8.5429510 5.0218794 0.9465812 NA NA 9.4321326 10.5237497 10.3803251 8.1279206 10.0734759 11.4415891 8.1740348 9.2346328 6.0157518 11.8725690 9.3450291 9.5696884 6.2736613 11.3553754 12.5533264 10.8372893 8.8977087 4.8387047 9.9630011 9.8982918 10.9461881 9.4555173 10.6180054 9.1609099 9.5754267 9.0566079 2.1392403 8.6957419 7.6822678 8.4153602 11.8217916 10.6145943 7.5638011 4.4790883 11.2919960 9.1378262 11.4938984 7.8991243 10.2303405 10.6549356 11.9606112 9.5837331 6.7502608 -0.2757863 9.1863597 7.8027942 9.5491570 8.5945631 10.5785083 8.8318513 7.4634165 10.7758604 8.0370813 3.6627980 8.5454406 6.7758604 6.1443544 4.7539468 0.7242137 10.6564131 6.5986674 7.4543857 10.1775993 6.7641404 -1.8609235 10.7985628 10.4182660 11.3951495 11.3193003 8.4141964 9.4796257 6.0272492 11.1005046 11.9482000 10.6182581 10.1602157 11.7230237 1.5986510 7.5315530 1.1392075 10.0018732 9.6275780 8.9665784 9.6904634 13.9674963 15.6523002 3.0934250 11.9476973 9.9477978 -0.2757863 6.9556116 8.2635899 1.5986510 NA 7.6667126 7.3041423 14.7247412 10.3936828 8.8611893 9.8962090 9.4458672 12.3527957 8.9752863 8.7886805 11.0427411 3.3091616 2.7241919 9.1392359 9.8916165 8.0773450 6.8534817 11.2080141 10.2100276 11.0003227 10.0125914 8.9173130 11.0313991 7.4595849 5.8175184 9.6460393 -0.00085974 0.00166420 0.00641400 -0.00221590 0.38243000 -0.03380000 0.01314800 -0.00747200 0.38204000 0.38204000 0.38204000 -0.36102000 0.00597000 0.00597000 0.00166420 0.00708260 -0.38839000 -0.38839000 -0.41080000 -0.41080000 0.00917050 -0.00221590 0.00569190 0.03282700 0.00847430 0.00847430 -0.00152430 -0.00895000 0.00760320 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.382 0.382 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.382 0.031 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.382 0.382 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.382 0.031 10.689742 11.366400 11.348689 10.435005 10.593535 11.172143 3.894119 1.309176 7.346250 3.424640 13.454173 8.466935 8.182263 8.384289 8.453411 9.072189 11.978144 7.839676 11.301784 9.870130 8.684200 8.489180 9.909933 7.600715 7.197228 10.725841 13.252612 10.6693983 10.7776717 -1.8609235 8.6310890 7.6861300 10.4910033 9.8798598 11.5438452 10.0872379 9.5395817 7.8396756 9.5795860 7.2555800 8.3129129 9.0948858 5.2685205 5.6627980 9.4025050 9.2555798 13.3260851 10.3788343 11.9025519 6.1107224 10.8891052 11.5043279 14.7691616 11.9455840 13.3768566 11.0571672 3.7539468 10.8579827 10.9752862 10.7265446 9.4475749 9.5696884 9.0647902 9.9127871 10.4763002 11.5668093 6.2991073 6.1945185 13.5751355 10.7717767 9.3523401 7.0188189 9.0203497 0.7242137 11.4839478 NA 12.6610816 11.7174422 11.3055558 11.3450291 10.3921969 6.4292544 8.3716569 8.5686425 9.7128829 5.1726595 13.3571681 3.1392403 13.8769057 12.0629347 8.9689585 8.2503586 9.8036831 4.8941241 0.1392075 9.9271384 8.9246881 9.4829767 10.0393479 10.9047291 11.2893004 11.8005685 -0.2757863 9.6164882 7.2160513 8.9368973 11.5928923 10.1111385 3.8671552 10.0897917 8.0977883 8.3339925 10.3803251 6.6783945 11.8217916 11.1129332 2.4611618 12.7044569 12.3065755 10.0703426 10.7758604 7.2607690 10.5063775 10.9080404 10.9112183 10.7716017 TCGA-CJ-4900 69 1 1714 NA kidney stage iv t4 n1 m1 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 5 2 3 5 3 2 1 1 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 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13.1533928 10.6065712 10.1830721 7.4741213 11.2378342 11.1603728 12.5320274 9.8224572 TCGA-CJ-4901 47 0 NA 1450 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 3 4 2 3 4 3 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 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 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 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.217110 10.365871 11.0749553 9.9909714 6.8361918 6.0097279 8.6574260 9.8095058 7.4175336 12.4498859 2.8683707 12.6164660 12.9641566 8.6481875 8.0299039 9.6388900 5.0288343 -0.2191020 9.5507468 7.2197010 9.8776240 9.7531708 11.7574731 13.3328575 10.5736993 2.3658605 9.0686214 7.9583282 8.9268409 11.0901010 9.3845353 4.4533332 10.4869733 9.5866527 6.5020075 9.5890687 4.6877998 10.8025830 10.8700284 0.3659165 12.3272005 12.4752668 10.3113153 9.9781257 7.6232589 11.2251474 11.9999262 11.7010031 10.2898228 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 1 3 5 2 3 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.1126157 8.8405359 10.9290832 4.0891591 NA 10.4584858 7.2825408 10.3991510 8.4553354 10.8886771 8.1821738 -0.8416630 8.1038632 0.4803685 10.6178509 8.6492702 10.2941286 5.6178509 9.7652871 7.5909612 8.1053256 11.2817324 8.9673833 4.6819833 7.8219774 4.8449179 9.1534798 NA NA 9.3884397 9.5930474 9.8117122 8.6622450 9.7629725 9.9220466 10.6219437 4.9133059 9.8519063 8.2352350 8.8424402 3.9397814 10.2831869 4.7282743 1.4803685 6.9944700 13.7345788 5.7130084 11.1652713 12.0926630 9.4403493 4.1807844 7.0287835 10.3556360 10.7065187 9.7546091 10.9381387 11.2300090 10.8532125 10.3292833 9.4368687 10.4817555 11.0573985 9.4224454 2.1584340 2.8022759 -0.8416630 -0.8416630 9.8627553 10.5496629 9.9516162 8.1471042 10.4588234 6.2721613 6.5115661 8.3145026 7.1471042 11.9183075 9.3513284 9.0668120 5.4158060 10.9921000 12.8600507 10.8784498 9.2356823 2.5320676 9.8683647 9.7763458 11.8173002 9.4298823 9.9924953 9.7671362 9.6966082 7.8148439 1.9657658 8.4333797 7.6542744 8.1198692 11.2473731 10.0040975 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10.512669 11.767367 10.028784 9.894398 7.394434 10.305306 7.172440 7.913307 9.766674 6.338328 7.377588 9.866210 8.847544 13.159740 10.366349 11.532780 7.616949 9.671160 10.833274 15.030156 11.474559 13.368291 11.119869 1.965766 10.720900 9.501050 10.753444 9.008606 9.066812 8.841414 9.851471 10.964768 11.242397 6.701451 6.251176 14.719372 10.221140 9.869226 7.703384 9.464481 -0.841663 11.229379 NA 12.761756 11.352565 10.851471 11.151888 10.481192 6.425206 7.164044 8.978598 9.888889 5.681980 13.130210 1.480369 12.565621 12.164395 8.946322 8.635307 9.993285 4.773131 -0.841663 9.849727 8.557163 9.679038 9.880800 11.135878 12.051247 11.942850 3.245876 9.310704 6.903253 8.964163 11.399807 9.992890 3.245876 10.225518 6.732067 8.731119 9.951616 5.387238 11.247373 10.837679 NA 12.777665 12.670728 10.301803 10.450166 7.735848 10.863836 10.406347 11.453438 10.429590 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 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8.9037087 4.7244920 12.3905676 12.8030482 9.5372310 10.7868225 9.7390984 15.0234889 NA 8.8888163 10.1643490 5.3426223 7.8661853 8.2036162 6.5928502 2.1076544 11.5805937 10.9037087 9.9816625 7.8962815 6.7033707 1.7576634 9.5491197 7.8831919 7.7980751 9.6218469 9.7835554 10.4659609 6.6425254 12.8392048 1.2982477 NA 5.8139299 10.1960746 7.3803779 8.6894728 10.9695491 0.2981891 -1.7018109 9.6207207 8.2304437 10.7230831 7.2697728 10.8235053 8.3562209 -1.7018109 5.4479759 NA 11.4776718 7.8217912 9.9156967 5.3205966 10.1495879 8.1884934 7.5101177 11.0810227 9.2495138 1.4681662 9.1476344 4.0795914 9.2193263 0.2981891 NA 8.0697188 8.8480138 11.4304075 8.5939980 10.8298543 9.6133788 10.4806235 1.7576634 10.2422091 9.6770660 9.4812442 4.5076805 9.8948849 5.9917168 -1.7018109 8.1484161 14.2717920 5.0396955 9.8958162 13.6590763 9.0606111 5.0261494 6.8257068 11.5111814 10.9495052 11.0545770 11.0958907 11.8038510 11.1635758 8.9101762 8.4831043 10.8193388 11.0783588 9.5533580 3.8217918 -0.7018109 NA 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9.25020508 10.25725394 7.50788421 5.86034458 NA NA 9.84415133 9.43074127 4.00718653 6.73948900 3.18227913 8.30801723 9.47557902 8.90629807 7.83598658 1.95988141 10.89041933 10.60493706 2.91096286 10.86797142 6.18227119 11.61260458 -1.94674962 7.68416582 11.39964072 2.05297227 10.60877589 9.86275667 7.73948900 -1.94674962 10.39423770 10.37106797 8.97259674 7.91562606 5.95385421 0.37495600 10.02345386 8.01299040 10.22166058 -0.94702773 6.48761658 8.97259674 1.22292818 8.88666933 10.04486456 6.86676954 11.44153997 9.93103944 9.48917943 11.41602811 10.51190769 15.44170374 NA 8.56868845 10.84415141 4.73949170 7.40392807 7.42149515 6.72894495 1.05297227 11.47084100 10.31478964 11.20067042 8.43453149 3.54484391 6.56078373 9.57065779 8.84902815 8.05016808 8.71119994 9.21412043 10.47794208 7.39728444 12.94211214 0.05297227 -1.94674962 5.18227119 10.47689229 7.92489384 9.10419747 10.39561875 4.11907392 NA 10.66216722 5.65290232 10.61923518 7.18741443 11.72287006 8.18484560 NA 1.37490037 0.05297227 11.86325885 6.92643240 9.31567060 5.76723369 10.36246485 8.59214716 7.98962667 11.42734878 9.88666918 2.30091443 7.39728444 4.11907392 9.20082947 -0.94702773 NA 8.41273792 9.89573174 10.03062617 8.64637978 10.41109019 9.58826396 10.52517164 1.22292818 9.86396167 7.20780697 8.98741666 3.26244819 10.26274650 -1.94674962 NA 8.23165320 13.63968170 4.63795216 2.95988141 11.96643894 8.84983917 3.60757888 5.80118194 11.28540939 11.18741480 9.38166342 10.98870606 11.89525926 11.12880189 8.55482557 7.73598310 10.95272305 10.90063311 9.29252134 3.41054463 -0.36197252 NA NA 9.34990462 8.68143416 9.88231489 7.93563182 9.88425219 11.73158862 5.04167229 9.49645017 5.66031828 12.11596215 10.12109494 9.54984222 4.47925643 11.33187347 12.13763080 10.98298652 8.86021451 5.65720839 10.01443815 9.87794727 11.22385245 9.28060446 10.39256021 9.15562048 9.55582037 10.84943372 5.18227119 8.17969317 6.56474093 8.68416546 11.55929606 10.60835648 8.24102071 4.14045148 12.04415601 9.35905022 11.92556720 8.35790999 9.99806642 10.27819598 11.98409531 9.99403615 6.18227119 -1.94674962 9.68371066 7.57458899 9.69774602 8.11233316 10.51556236 9.17646340 7.36813799 10.42422057 8.93868482 2.22292818 7.40613526 6.50007224 0.05297227 4.94780640 -0.36197252 10.80850202 6.95083347 6.76379530 10.26578884 5.47833118 -0.94702773 10.90239358 10.46793796 11.45119777 10.02740304 8.14177660 9.26790256 6.06818066 10.69932215 11.47426441 10.60973400 9.87037196 11.73653144 NA 7.10283657 -0.94702773 9.95724674 9.08572313 9.02309425 9.49178036 13.95125920 15.29873615 2.05297227 11.78875605 9.74647552 NA 3.47925643 8.14729042 -1.94674962 0.86036693 7.65475917 7.15365133 14.45353442 10.12779898 8.70493696 9.18677290 8.76637486 12.51747041 8.15627627 8.85452714 11.37730967 0.63793478 2.14045148 9.76077898 9.72673927 7.56276368 6.11907807 11.60973400 9.53630045 11.22853806 9.76998359 8.70583349 10.51344436 7.46479567 4.64125122 9.39005285 -0.06168900 -0.06168900 -0.43442000 0.00291330 0.48406000 0.00097064 -0.15413000 -0.07147200 -0.03613100 -0.03613100 -0.03613100 -0.03789800 -0.06168900 -0.06168900 -0.06168900 0.00221930 -0.49729000 -0.43442000 -0.43442000 -0.43442000 -0.43442000 0.00291330 -0.11783000 -0.15413000 -0.06652000 -0.06652000 -0.07147200 0.00305220 -0.11986000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 11.099260 11.495025 8.201465 10.874165 10.573607 11.859337 4.300914 1.052972 7.890616 4.338389 12.996099 8.667082 11.104197 10.183260 8.283682 8.865166 11.141114 6.774087 10.834963 8.849839 8.592147 9.033885 9.297091 8.860343 7.506259 10.272459 13.905859 11.112502 10.396729 NA 7.940209 8.423676 10.520594 9.967747 11.877450 9.746911 10.073274 8.198921 9.486574 6.576551 6.992568 9.184202 6.156277 5.941731 10.069449 9.409991 13.268559 8.389495 12.309123 4.848573 8.818689 12.447451 14.915069 11.657773 13.868772 11.036160 1.637935 10.355913 9.831887 10.098748 9.075356 9.549842 9.361896 10.059315 10.506259 11.705945 2.860347 4.576552 13.729560 11.331873 9.709413 6.696845 8.836805 NA 11.583273 NA 12.906249 11.520842 11.189659 11.014981 10.037763 6.483442 7.257559 8.966626 9.108271 6.064217 13.502809 2.222928 15.144383 12.759592 8.616185 8.929390 10.317724 4.682343 0.374956 9.476630 8.804532 9.609495 9.763795 10.714767 11.934580 11.152994 1.753433 9.286009 8.331438 9.129804 11.397562 10.074663 3.007178 10.327075 9.704040 8.008638 9.882315 5.356771 11.559296 11.342863 NA 12.697521 12.674926 10.282108 10.424221 7.592148 10.143101 10.805996 10.715559 11.206015 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 1 5 2 1 3 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 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-0.7437139 10.1243205 8.8774056 10.0498729 -1.7437139 5.6656600 8.8561824 3.8412284 9.3384186 10.2653985 7.8089384 11.6951511 11.0812284 10.0285842 11.1508980 10.7533730 15.9165859 NA 9.0555512 9.1980509 4.5781960 7.5714189 7.8185119 8.1973175 1.9567258 11.2164526 10.8074973 9.5787612 8.1631601 3.2562710 4.9286972 9.6624747 8.6432097 7.7033527 8.6072090 9.5405154 10.4411450 7.8728183 12.6915492 -0.7437139 -1.7437139 6.0376304 10.4847878 7.6204046 8.6656607 10.5503159 NA 1.0636410 11.2900368 7.1266343 9.8386093 7.8783213 10.8374702 7.6950612 NA 4.5416697 -0.1587514 12.5025649 7.5961197 9.6361894 1.5782142 10.0351680 8.3803909 8.0144931 11.6380829 9.7973663 3.0111557 6.6485877 4.5041945 9.4002905 -1.7437139 NA 8.8031641 9.4528717 10.2965594 8.6971389 10.9368490 9.8417016 10.2886597 1.9567258 9.9884370 6.3803918 8.6857811 2.0636410 10.5451357 2.7156957 NA 8.3556176 13.6344290 5.6399730 6.0441711 11.8429921 8.6645995 4.0376282 6.2220530 10.6550133 11.3894118 9.5508903 10.7968820 11.5872817 10.8173188 8.5725513 7.2674965 11.0335249 10.6770194 8.9516283 4.1142504 -0.1587514 -0.7437139 -1.7437139 9.3277320 9.9264833 10.4012465 7.6929809 10.1291869 10.1423472 5.3223572 9.8365282 5.9357497 12.1202622 9.8865367 9.6187614 5.1266343 11.5923577 12.6814199 11.0308508 9.0351680 5.8329432 9.9679366 9.8547874 11.1339372 9.3784505 10.5665984 9.4014630 8.7857003 9.3964603 4.0376282 7.8050919 7.4261943 9.4218048 11.5248116 10.0339236 8.1009283 5.0636237 11.7088970 9.0514977 11.4868906 8.4982529 10.1396766 10.5821372 11.9827007 9.8901731 6.8070161 NA 9.5617614 7.9198275 9.2285316 8.1080189 10.6326311 8.8965147 7.7541212 10.5711361 8.1987844 4.6656600 9.2924433 4.6313080 3.3437347 4.6992129 3.3006655 10.5148356 8.0652335 7.6783346 10.9338946 5.4689352 0.2562861 11.1625966 10.7704905 11.5237878 10.3726136 7.5160128 10.1541075 6.0379576 11.0455995 12.6319879 10.4844871 9.9251546 11.9805703 NA 7.5938915 -0.1587514 9.9475769 9.0400864 8.6940218 9.3958209 14.0351168 15.3234939 2.7798270 11.8014754 10.4330661 -0.7437139 4.5600485 7.9877415 1.7157177 NA 7.9670758 7.1510876 14.3020933 9.9994504 9.1350869 9.3582453 8.7033527 12.8140923 8.2263756 8.9116661 11.4560953 NA 3.3006655 9.2723816 9.9977365 8.0144931 4.8412335 11.5673083 10.0466181 10.8824350 9.9082182 9.4436218 11.4757407 7.7074806 4.9720263 9.4236878 5.4139e-03 5.4139e-03 -4.7079e-03 -7.0576e-03 1.1539e-02 5.4559e-01 -1.9399e-03 -7.0576e-03 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 -4.7079e-03 -7.0576e-03 -2.7724e-04 -1.9399e-03 5.2207e-05 5.2207e-05 -7.0576e-03 5.3538e-01 9.7793e-04 0.000 0.000 0.000 0.000 0.000 0.000 0.535 0.000 0.000 0.000 0.000 0.000 0.000 0.563 0.563 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 0.000 0.000 0.000 0.000 0.000 0.535 0.000 0.000 0.000 0.000 0.000 0.000 0.563 0.563 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 11.5161600 11.3831354 11.1971337 10.5952845 10.8318089 11.2126458 5.0891591 0.2562861 7.5323941 1.0636410 13.6566154 8.6860740 8.2421113 4.7594595 8.6688290 8.7886257 11.7160854 7.9304618 10.8642933 9.5230561 8.6592817 8.2622729 9.3352677 8.3223590 7.0604009 10.5801688 12.6167052 10.864062 10.705418 -1.743714 9.033525 8.359558 10.267846 9.692461 12.275165 10.424942 9.550316 8.304757 10.305097 6.723875 6.907321 9.138913 4.560048 6.980784 10.100583 10.089160 12.557551 8.630222 12.205367 4.887228 8.917157 10.569436 15.253978 12.472030 13.466865 11.185158 1.578214 10.340414 10.294503 9.832281 9.257678 9.618761 9.999842 9.952803 10.103719 11.800507 3.210467 5.322357 14.105592 10.733269 8.777870 9.169159 9.773447 -1.743714 11.931345 NA 12.703676 11.839181 11.177367 11.509526 10.447946 6.987589 6.591660 8.623684 9.503604 7.108018 13.746205 2.163144 14.257458 13.166022 8.647513 8.643867 9.633480 4.426198 1.715718 9.753623 8.598344 9.503010 9.961846 10.558909 11.118132 11.983977 1.715718 10.101760 7.992672 8.915374 11.465875 10.561191 2.163144 9.990979 4.779832 8.178111 10.401246 6.044171 11.524812 11.373263 NA 13.028017 12.400131 10.109969 10.571136 7.816602 10.545136 10.546576 10.877204 11.453485 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 2 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.71248066 7.73418799 8.97560497 9.25014348 9.40452553 9.27082768 12.96494188 7.79984758 5.01554663 -0.67093383 NA 10.00412129 9.90505826 5.31773097 7.82089949 5.38432961 8.80173713 9.57102960 9.54336557 6.96204112 1.91399039 11.07723926 10.08393387 9.69318096 10.81688645 6.78437311 11.00390071 NA 8.13801063 11.52180152 2.32903746 11.13821157 10.11939483 8.07388020 NA 10.40249516 10.60269051 9.18935734 8.06713853 9.12670783 -0.08604789 9.61964135 8.96294978 10.37446474 -0.08604789 6.51392178 9.30489430 1.13638828 9.78745303 10.05824221 6.76367449 11.69559536 11.60225922 9.77302593 10.86868993 10.22462168 15.74853755 NA 8.75949909 10.45057990 4.97290399 7.77406092 7.53117011 8.81185439 2.13638828 11.31631039 10.91635512 10.36659335 8.54215046 4.63282657 2.32903746 9.75478681 8.67000928 7.87014275 9.06798310 9.83485798 10.27119431 7.44539068 12.95452695 1.49896565 NA 4.92895770 10.36178097 7.43233394 8.52871860 10.59172850 1.13638828 -0.67093383 11.10876574 7.53606067 10.63967055 9.32622588 10.88579191 8.03640552 NA 4.21168976 -0.08604789 11.32728423 7.87014275 9.79461276 3.97290399 10.22272717 8.53849975 7.96929154 10.97807798 9.29627270 3.57696951 7.29483025 4.47879065 9.37207365 NA NA 8.66443662 9.32693142 10.40886447 8.48765597 10.58318923 9.91353915 10.32939856 5.05696496 10.33361806 8.32622588 8.85750053 4.30632787 10.35971355 4.73843819 -0.08604789 7.29483025 13.76064193 7.16193604 7.66443662 12.40669663 9.11040605 4.32904464 6.52871821 11.14583008 11.42262901 9.98233937 11.02492716 11.44067112 10.81412099 8.84671582 7.96204170 9.57993701 10.79001414 8.87732892 5.62366790 2.65097130 NA NA 9.07303935 9.87207814 10.16628010 7.78642712 9.77352299 11.19709724 6.68219263 8.46603770 7.34585495 11.71746737 9.58171184 9.48954815 5.58643450 11.63425315 12.37284267 10.84005773 9.03886249 3.44507777 10.23968910 9.97425454 11.76145778 9.22007065 10.20556333 9.68157541 9.12508589 10.61589287 4.30632787 8.36522010 8.28614834 9.16825015 11.26015324 9.12489132 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9.706355 7.481331 7.424443 10.994160 12.437244 10.4772052 10.5369759 NA 8.8931959 8.0688272 9.9872579 9.9814433 12.1497240 9.8535881 9.8970024 7.7615885 10.4682779 6.5039720 7.5163982 9.2055633 5.7966523 8.4952095 9.0303529 9.5590669 12.5384236 9.3311581 12.5976615 6.8423403 9.4065297 10.2886862 16.2293118 12.3764259 13.8311012 11.4043584 0.9140287 10.6523827 11.1940063 10.5485174 9.4362635 9.4895482 9.2904961 9.7647167 9.9706466 11.5904068 6.5674511 5.3290446 14.2583284 10.6907161 9.1275182 7.1555944 9.7956327 NA 11.7099133 -1.6711635 12.3928628 11.3751421 11.1173569 11.0646024 10.4028533 6.3843296 6.7843731 8.7511112 9.5692414 5.3951348 13.2511109 1.7884769 13.6629355 12.7597603 8.4375707 8.4290514 9.8535881 5.1104050 0.3290662 9.9257020 8.3318615 9.7100486 9.7761297 10.7073413 11.0992973 11.6788805 2.5769816 10.6356778 7.6711214 8.8865102 11.2865112 10.1091760 0.3290662 10.1615408 9.2336810 8.1299465 10.1662801 5.6599645 11.2601532 11.1025977 0.9140287 12.7875812 12.7548524 10.0428625 10.5539524 7.3402738 10.7170637 10.1666743 11.0967281 11.1269247 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 1 1 5 2 2 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 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 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 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3.2013829 11.0338452 10.1713871 7.9966593 NA 10.4727063 10.5808565 8.3001109 8.2103660 6.9809872 -1.7055704 10.2486828 9.2118586 10.2377339 -0.7055704 6.5982669 9.0651503 1.1018517 10.2920188 9.7054677 7.9274817 11.5523443 12.4398614 9.9796733 11.0294077 10.9871020 15.3822808 NA 8.9757250 8.9229319 5.3819478 7.6141584 7.5682822 8.5400393 3.1878469 11.3022146 10.8030240 10.5945530 9.4088795 1.6164048 5.3497686 9.7767903 8.6254035 8.1162603 8.8953287 10.0897145 10.1090689 7.6932305 12.9511348 5.5039402 NA 5.0087334 10.2842358 7.7059972 8.8268424 10.4827662 1.8794313 NA 10.3119909 6.7742665 10.4828373 8.2916662 10.8742738 7.7742665 -1.7055704 7.9844845 -0.7055704 11.0576988 8.1710036 10.1226230 6.0758471 10.0787123 7.4289129 8.0742057 11.2368177 9.1407605 4.3605750 7.5959825 4.4237664 9.2902537 -1.7055704 NA 9.0945776 9.8253805 10.2566595 8.6487358 9.8733309 9.8399336 10.3625930 3.6164165 9.8399336 8.6964328 9.0027081 3.7863350 10.4656633 4.9526970 NA 7.9147062 13.4683588 4.7702212 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-1.705570 12.783268 11.640698 11.118252 11.5106260 10.5343833 6.5039402 6.3713027 8.8248929 9.6597154 6.0953865 13.7014355 2.9949236 13.5570218 12.6268728 9.1130686 8.6361609 9.6932301 3.4644069 -0.7055704 9.9423946 9.2244846 9.4505696 10.0937681 10.5124442 11.3060632 11.8561324 2.3819478 9.1877880 8.2088718 9.0807562 11.7219303 10.2486828 2.6868142 10.0929583 7.8471557 9.5364697 10.1983683 6.3223933 11.3721367 10.9133308 NA 12.6055962 12.3296292 9.8350989 10.6673515 7.2399307 10.6396145 10.7413113 11.5465738 11.3268302 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 2 3 3 1 3 4 3 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 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11.1564133 9.0314903 9.5946760 6.2672511 9.8084224 6.8991648 7.9133089 9.5580095 4.5557548 3.4037585 8.7768607 8.8300185 12.8143230 10.1111131 12.2189593 7.9852727 11.6894130 11.0057310 16.0258566 10.8893596 13.2941026 10.7686181 2.0411729 12.5996045 7.4187044 10.7564105 8.8112578 8.3682554 8.7554294 9.8731695 9.2877549 11.5235597 7.3527700 6.5467124 14.2648805 9.9836984 9.0460061 6.1041941 10.2281823 -0.7661119 10.3797611 NA 12.2287126 11.1843046 10.2520291 10.8595377 10.7326781 5.3631115 9.4285857 8.9307965 9.4371770 6.7884182 12.2378106 2.9342712 13.4100800 12.9466783 9.0427932 9.0693740 9.7436040 2.6932528 -0.7661119 9.6218462 8.3292259 9.0476101 9.8466973 11.4093785 10.3113123 11.0221394 -0.7661119 10.2897892 7.5557571 9.3949608 11.3129803 10.3246029 0.8187688 10.4626476 9.1179994 9.9803433 8.8318814 4.5557548 10.7778273 11.1346957 NA 12.4707400 12.6905683 10.1872979 10.4106254 7.3937002 10.9150673 9.5052919 11.7375454 9.5497824 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 hispanic or latino 70.53.0 NA NA 2 3 2 3 NA NA 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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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 0.0133530 0.0133530 0.0059700 0.0097276 0.0084743 0.0000000 0.0040243 -0.0041546 -0.0565770 -0.0565770 -0.0565770 -0.0565770 0.0133530 0.0133530 0.0133530 0.0108420 -0.5938000 -0.5701500 0.0095883 0.0095883 0.0095883 0.0097276 0.0024969 0.0030522 -0.1437400 -0.1437400 -0.0041546 -0.0063624 -0.4126700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.413 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.111 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 -0.144 -0.144 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.413 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.111 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 -0.144 -0.144 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 TCGA-CJ-4916 69 0 NA 1373 kidney stage iii t3a nx m0 19-3-2015 female 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.53.0 NA NA 1 2 1 1 2 3 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.49194937 8.35382654 10.14443252 10.74145081 9.72545130 9.04620892 7.08320273 8.70660791 9.11302507 12.93702197 8.36546640 7.08685063 NA -0.54245824 10.29827225 10.22691897 6.11570539 7.33093838 4.64732027 9.16226241 9.84712564 10.54892967 7.68149565 2.98104890 12.00751954 9.33170723 7.15446169 12.34747349 6.89212262 10.81119252 -1.54245824 8.25028468 11.03279719 3.94934816 11.59384464 10.87613758 7.85409916 -1.54245824 10.31765794 10.47973035 9.12637925 7.89003623 6.21904458 -0.54245824 9.85784014 8.80289953 10.67484619 2.04246924 7.52627230 9.38970898 0.77938581 11.09841706 10.25839420 3.94934816 10.24958507 12.82995131 9.49915347 11.11235408 10.13256926 15.71314993 NA 8.19727469 9.48470913 5.54495825 7.33093838 7.89212262 5.35231362 2.41910737 11.42183515 11.25576360 10.07817229 9.82381654 2.77942783 0.04250426 9.74000366 8.10495250 8.44191293 9.00535283 10.20442846 10.30689937 7.50461801 13.57534028 2.91693518 -0.54245824 2.45748923 10.42327856 7.35533964 8.93828462 10.70274991 2.04246924 0.45754176 9.37486647 7.65961778 10.68901255 7.64978716 10.87561045 8.30924350 -0.54245824 3.66694970 NA 11.66968666 8.67302740 9.87059328 7.84551138 9.23392735 9.25272219 8.13345153 11.56291181 9.43405833 2.36437632 7.41459645 5.44618012 8.87323615 -1.54245824 NA 8.80511572 9.65777986 10.45078659 8.34166470 10.05461571 9.66694774 10.40732099 2.15794915 9.98448255 8.04433401 9.19643098 4.77942258 9.76469514 7.60215249 -0.54245824 7.47986189 13.88221829 1.04243422 9.37561205 12.65148159 9.43334236 5.42327898 6.82818219 9.22236577 10.63304389 9.63864660 10.98911942 11.42423585 10.97319416 9.99179718 10.41568452 8.13168671 10.86794564 9.52324692 2.62742007 2.98104890 0.04250426 -1.54245824 9.88585451 11.03963625 9.17773844 8.32477326 10.12839832 12.84887216 5.73361736 9.07863038 5.65716551 11.76597553 9.71841386 8.50598102 5.41169063 10.86529313 12.29905865 11.17538488 9.32520537 2.88309290 10.47951524 10.01112352 11.66983868 9.20987490 10.31547532 9.57383821 9.61988560 10.71370295 2.36437632 9.04527177 6.51819047 8.03492328 10.79984677 9.01147859 8.10664250 4.18541464 11.45608474 8.29984450 11.06944124 6.70066859 10.19178051 9.98887580 11.97799022 9.71723755 6.86263612 0.45754176 8.37784735 7.17174025 10.13301040 8.24212896 10.68285838 9.15880077 7.60469925 10.16657813 7.74751295 1.77942783 7.00438903 0.04250426 3.77941733 3.58677675 1.77942783 10.46311889 6.55025118 6.81064104 10.28165745 6.59847687 NA 10.91076496 10.47499873 11.66374559 11.44315838 8.33707772 9.14661882 6.85272799 10.36663739 11.54711027 10.95684193 9.97220842 11.62397127 -0.54245824 8.23063342 0.45754176 10.15880077 9.24294685 9.31625234 9.80068008 12.19209807 14.28453922 1.45748923 10.22029162 10.13124504 NA 5.04035329 8.95609413 -1.54245824 2.36437632 7.10495303 7.87112224 14.55618439 11.28741521 7.74520640 9.58484377 9.94432934 11.18456384 8.71841369 9.12499623 10.55585545 2.15794915 3.21238257 9.67605756 9.49572734 7.62240110 4.50189131 11.36043462 9.58290783 11.31450332 9.80028565 7.18541464 10.29314997 7.56863032 4.83583315 10.19600882 0.39678000 0.39678000 0.00069327 -0.00249380 0.41781000 -0.01271300 -0.00449700 -0.01037000 -0.00484610 -0.00841310 -0.00841310 -0.00841310 0.00013863 0.00013863 0.39678000 0.00409240 -0.41608000 -0.41608000 -0.41608000 0.01112100 0.00069327 -0.00249380 0.00102740 0.00555290 0.00294400 0.00294400 -0.01050800 -0.00470790 -0.41641000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.416 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.397 0.000 0.000 0.000 0.000 0.000 0.000 -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 -0.416 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.397 0.000 0.000 0.000 0.000 0.000 0.000 -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 10.892375 11.856639 11.833348 10.125049 9.233105 11.005594 5.157933 4.586777 7.632420 6.666948 12.270173 8.824887 6.417496 10.290922 8.090998 8.812845 10.854902 7.205687 10.198540 8.673027 7.996653 8.658319 9.836916 8.010163 7.471515 10.829815 12.588628 9.98497136 10.76895882 -0.54245824 9.19220403 7.12991972 10.35117501 10.73041562 11.29354464 9.05926495 9.81724383 7.69828586 9.43047409 7.51548618 8.98594836 9.65900564 7.95734005 5.11570748 8.69350856 8.50734274 13.40709306 10.74174008 12.43432689 6.78827722 9.78841117 10.35458340 15.93460429 10.97614744 13.69410650 10.75039103 0.45754176 11.42057098 9.14749216 11.28324813 9.08593978 8.50598102 9.09954612 10.28721705 11.81449639 11.42903608 4.52358077 6.14399537 13.73166712 11.55107693 10.63460234 7.15446169 9.55618433 0.04250426 10.99058067 -1.54245824 12.99106737 11.63028588 10.60119638 10.9795854 10.1444325 5.8498117 6.2712763 9.3911849 9.8428175 6.0424561 12.5242991 3.5867768 13.7521868 11.5289567 8.7928846 9.0366028 10.3933959 4.6473203 0.4575418 9.0941189 7.9633059 9.3014153 9.7307070 11.4732578 12.7707316 10.6132613 1.6274201 9.0832033 8.3278589 9.0072791 10.8721795 10.1938963 5.7973451 10.4440475 4.9493482 8.3324757 9.1777384 4.9332280 10.7998468 10.8487379 NA 12.6784771 12.4722122 10.6129451 10.1665781 7.8260005 10.7655488 11.4583746 12.2557686 9.7184197 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 5 2 1 4 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 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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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7.5661355 4.3993557 9.9948888 9.5415143 9.5156502 8.6840339 2.8968531 11.5031591 9.8600740 5.3993557 11.2232862 4.3707850 11.3875963 -1.2729944 8.2247836 11.4851550 5.1363227 12.3729279 10.5054196 7.6338221 7.6930332 10.5302274 10.4915422 8.9381508 7.8842786 9.3508132 1.3119099 10.1068516 9.0734454 9.9760452 1.7269184 5.9748597 9.3842502 5.0844853 9.3370338 10.5751635 7.3231214 11.3680465 14.0563778 9.8779483 11.1336683 10.7852618 15.1755966 NA 8.7862762 9.3434807 4.7492983 7.4818196 7.5818001 9.1832863 1.8211796 11.1513605 10.7798394 10.2016517 9.3608352 2.0488639 1.0488639 9.3608352 8.5213476 8.1552918 9.1288780 9.5082914 9.8243055 7.5724221 12.3962598 1.3119099 NA 4.8354542 10.3931557 7.8302198 8.9339461 10.5696750 1.3119099 -1.2729944 10.7893153 8.1213947 10.1925186 9.4909740 11.0123339 7.7353604 -1.2729944 8.0997970 1.8968531 10.8696770 7.8196886 9.6428111 3.3707920 11.0918872 7.7685906 8.1924980 10.8400227 9.1278112 4.0488639 6.6869333 5.3268429 9.4368770 0.7269184 NA 9.0018923 9.6554500 10.6822184 8.2327432 10.1336682 10.0347017 10.5574469 4.0844810 10.0352708 5.9068401 8.7341975 2.8968531 10.2709302 4.1192483 NA 4.5598222 14.0575686 5.1019694 4.5342858 9.9290555 8.6232641 4.2504917 6.6398211 10.5821896 11.3370338 9.8766789 10.9192245 11.5092891 10.6811281 9.3156464 9.0375445 9.9369943 10.4304028 8.8607803 6.6217501 4.3993557 -0.2729944 NA 9.6003759 9.7444361 10.2177826 7.4308355 10.1520323 11.7598384 5.6811288 9.5326756 6.4204184 11.9903477 8.3958169 9.4360156 5.9557499 11.1426736 12.3171679 10.9436776 9.2197864 3.9985837 10.0795271 9.8722272 11.0959837 9.4437513 10.3347244 9.1320732 9.0018923 7.8275942 3.9363835 8.0192532 8.3156464 9.2267778 11.6431845 12.2205133 7.0271010 4.9363835 11.2755129 8.5502989 11.5362980 8.4934608 9.9647393 10.3282382 11.9647392 9.7416497 7.5598214 -1.2729944 9.0578485 7.6428113 9.6977566 8.0578488 10.4218120 9.0578485 7.9241486 10.4747051 7.1019715 4.0123363 7.0623225 6.9748597 2.6338264 3.8143966 2.8968531 10.4416066 7.9290554 7.4616415 10.9742482 6.4411780 NA 11.0482962 10.4671342 11.2492681 10.7461749 8.1904563 8.8903424 6.4125207 11.5035704 12.7330825 10.6375745 9.7070713 11.2781594 -1.2729944 7.8587886 0.3118518 10.1781428 8.6187155 9.1678010 9.2641500 14.1729812 14.5921576 2.0488639 11.3712387 10.7631054 NA 5.6755337 8.4967695 2.3118809 -1.2729944 7.7465224 7.3743901 13.7222131 9.8568587 8.9043513 9.6650411 8.9497266 12.5963328 9.0386801 8.9808382 10.8406739 4.8143966 2.6338264 9.4531498 9.6480289 7.9142841 7.4818196 11.3567437 9.9118071 11.4325641 9.9357757 8.7603547 11.4050917 7.3599270 5.2750592 9.9130460 -0.0023525 -0.0023525 0.0098669 -0.0132020 0.3572400 0.0000000 0.0066653 -0.0100940 0.0068247 0.0030430 0.0030430 0.0030430 0.0093098 0.0047411 -0.0023525 -0.0010510 -0.3729000 -0.3729000 0.0096093 0.0096093 0.0096093 -0.0132020 -0.0099565 -0.0338020 0.0042289 0.0042289 -0.0100940 -0.0153290 -0.0215100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.373 0.000 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.373 0.000 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 11.407071 11.615294 8.644304 10.305776 10.781536 10.667979 6.202665 2.311881 8.007702 5.521349 13.887040 9.097826 9.358109 8.918842 8.323606 9.023848 11.269480 8.142673 10.868720 10.481819 8.895604 8.647672 9.718135 8.202665 7.402888 10.649888 12.357540 11.0074126 10.6111023 0.7269184 8.8715899 7.6811281 10.3635564 10.3680804 11.9376031 10.2401658 9.7930209 7.9386739 10.2791205 7.1019715 8.3689835 9.3024710 5.8664827 7.4918034 9.6405692 8.9819602 13.3312533 9.3398004 12.2774381 4.9122043 8.2187850 12.1228675 15.3893637 11.9888797 14.2429395 11.3635564 2.5342858 9.8419755 10.6749339 10.6580386 9.2544089 9.4360156 9.1500476 10.1878995 10.8820662 11.5201266 5.2815202 5.7042108 14.1766134 11.0480143 9.9907878 7.6842079 9.2217874 -1.2729944 11.4267211 NA 12.8680011 11.3888279 11.2384373 11.373490 10.446321 6.250494 5.326843 9.298684 9.893722 6.547110 13.570935 2.534286 12.705106 12.665133 8.960551 8.550235 9.736760 4.584914 -1.272994 10.252942 9.212761 9.717745 10.040461 11.416056 11.912891 12.089834 2.186374 10.421290 7.606515 9.241646 11.104142 9.909326 2.974860 10.242139 7.359927 9.888693 10.217783 6.093254 11.643184 11.288936 1.859493 13.100069 12.268996 10.085583 10.474705 7.657669 10.691273 10.405532 10.021736 11.115684 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 3 2 2 3 3 2 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 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 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3.641414e-06 9.016834e-07 NA 10.33174630 9.82389900 8.36976440 1.59029062 10.43934928 7.97888717 -1.21692057 0.05199847 5.64090430 8.65328900 10.13992656 5.78292484 8.25053008 11.28426403 11.83973147 8.86107512 11.12026477 12.60010797 5.42678135 9.38004584 9.18487063 10.27627949 10.22067651 8.05205120 8.84766719 7.41592003 7.52775848 9.05088148 13.74229250 8.28424436 6.27477788 -0.21708826 NA 10.46240452 10.02847716 4.20918820 7.43038313 4.48336436 8.53111746 9.59830769 10.38237242 8.38097701 3.03084808 11.11747707 9.91285132 6.61581500 10.14102616 3.03084808 11.11300097 -1.21692057 8.66709486 11.46482165 3.36788822 11.45601259 10.34802655 7.74292647 0.78291174 10.51666427 10.77974036 8.67622579 7.69581360 5.20918820 3.53781788 10.00209292 8.40314414 10.19337579 1.59029062 6.09580841 9.41045835 0.78291174 10.11831482 11.77586275 6.68981492 11.76690134 15.32296162 9.77089890 10.88817823 10.24133099 15.94973478 1.36787424 8.58382443 9.75231089 4.99237871 7.13607139 8.00933653 6.83820679 1.78291174 10.94720290 11.19628792 10.19602346 8.51593987 1.78291174 0.78291174 9.68001362 9.70922049 7.58058570 8.78010402 9.81497012 10.42000209 7.18806557 13.27045047 5.06832686 0.78291174 6.82731857 10.59470044 7.73712090 8.36224018 11.37701570 1.36787424 NA 10.45225246 9.37911428 10.97353623 8.38469526 10.49502144 7.81634755 NA 8.92758273 2.87038445 11.44581530 8.45358054 9.91156321 2.78293270 9.94720282 8.70625184 8.05205120 11.70383550 9.72250359 2.78293270 8.12277417 4.76020498 9.43307858 2.95285538 NA 8.63623381 9.48855678 10.15197637 8.53279383 10.10541592 9.60070759 10.02013435 1.36787424 9.66938311 8.67925699 9.15042665 3.26512180 10.10654213 4.76020498 NA 8.00209321 13.56556437 3.53781788 7.34897861 12.08670516 8.57408712 4.10485661 6.65944082 11.58261080 11.15197643 10.31235500 11.05730256 11.77215924 10.70773693 9.35657169 8.30256079 9.41864262 10.80633228 9.20717469 6.98749596 4.03084808 -0.21708826 -0.21708826 9.56017977 9.51593968 9.43756046 7.98993883 9.83098890 10.87369848 6.01174385 9.11384138 5.36788822 12.12971515 9.76805477 9.20393720 4.97274779 11.68095890 13.17174896 12.19972194 8.94667472 3.50866950 9.83413333 10.02013435 11.36788691 9.04736689 10.38840396 9.34325724 9.06948226 7.64711084 3.03084808 9.25459971 8.31625437 8.94405637 10.89829324 11.64773156 8.17386698 4.10485661 11.27728002 8.57571470 10.84395802 8.31235478 9.98810678 10.20709072 11.89210212 10.12388718 8.36224018 -1.21692057 8.89275499 7.65020305 9.87171261 8.62684539 10.76262114 8.80112470 8.15578970 9.99785056 8.37724915 3.42677464 5.71366283 4.59027864 1.55694435 4.36788822 1.10487338 10.40085094 7.50060051 7.16662909 10.89097511 6.65784433 0.78291174 10.88128553 10.33319024 11.10597920 11.40520509 8.15796380 9.69730956 5.82556941 10.96127807 12.12985361 10.44425718 9.89210212 11.52733781 -1.21692057 8.60469851 1.95285538 9.75639220 8.91991566 9.10935403 9.41773545 14.05128366 13.84808808 5.22586873 11.19919419 10.15796380 -0.21708826 4.17524514 8.83380691 -1.21692057 -0.21708826 7.88883273 7.59349570 14.24517105 10.28633770 8.86640390 9.01654423 9.32788875 11.65636855 8.81634755 9.12766423 11.15306689 1.95285538 2.87038445 9.62212816 9.22897377 8.16446752 6.06832686 11.33415203 9.67622597 10.93171873 9.40432605 7.72250359 11.23465070 7.40863290 4.87272043 10.55400120 0.00768920 0.00768920 0.00704300 -0.00617890 0.02867200 0.17760000 -0.05180800 -0.01651700 -0.01183700 -0.01183700 -0.01183700 -0.01183700 0.00768920 0.00768920 0.00768920 0.00000000 0.01228700 -0.60212000 0.00866360 0.00866360 0.00704300 -0.01086500 -0.00119750 -0.05180800 -0.13725000 -0.13725000 -0.01651700 -0.00026621 -0.14498000 0.000 0.000 0.000 0.000 0.124 0.124 0.000 -0.145 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 0.000 0.178 0.178 0.000 0.000 -0.137 -0.137 0.000 0.000 0.000 0.000 0.000 0.000 0.124 0.124 0.000 -0.145 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 0.000 0.178 0.178 0.000 0.000 -0.137 -0.137 0.000 0.000 11.217292 11.942953 10.414101 10.436665 10.212854 11.277780 4.849013 2.952855 7.653289 4.640904 12.919996 8.886776 10.882930 10.173835 8.321288 9.414101 11.155789 7.665568 10.577340 10.570419 8.124999 8.809711 9.576097 8.625275 7.127221 11.108511 13.771565 10.3523053 10.4777176 -1.2169206 9.0249075 7.8597398 10.2976385 9.9427957 12.3389514 9.6548297 10.0219262 7.8080639 9.5797753 7.3678873 8.3772491 9.6331113 5.5642837 4.2423586 9.4588815 9.3518306 13.1705379 9.9528494 13.2925139 7.9125936 10.4276820 11.7544680 15.6373911 12.3156456 13.4358814 10.8597400 0.7829117 10.4993152 9.8796396 10.8028625 8.6913171 9.2039372 9.5700107 10.0361810 10.0497109 11.5172086 4.1404760 6.7829248 14.0635049 10.7786915 9.2433804 7.7857395 9.9776813 -0.2170883 11.4588814 -1.2169206 12.7292825 11.4543417 10.8891602 11.2842640 10.2762795 6.9275824 7.3902550 8.9122073 9.3688260 7.0213287 12.9380399 2.4833644 13.7889436 13.5143495 8.5593576 9.0015723 9.5235484 3.8273211 0.3679301 9.5453064 8.2279393 9.3113785 10.1763149 10.6928175 11.2146831 11.0946727 0.7829117 10.6405167 7.6777422 8.8940601 11.4222651 9.9528494 2.4833644 9.8436204 7.9603437 8.4049763 9.4375605 3.3064810 10.8982932 11.2805268 -1.2169206 12.7352107 12.6367213 10.1795292 9.9978506 7.5411477 10.7801039 10.7032773 11.2889741 11.3565787 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 5 2 3 4 3 4 NA NA 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 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12.2573091 9.1115011 10.8072486 12.6988242 5.6061994 10.5730312 7.7289939 10.1431758 10.2157890 9.3981413 9.3981413 9.1072950 8.3526707 9.0775037 13.8343911 8.6338024 6.9016537 -1.3125809 0.6873295 10.3738353 10.2045121 6.0536566 7.7879972 5.0271850 9.1406054 9.9394089 10.3921030 6.0967257 2.7747976 11.7419392 9.1980990 5.9819554 11.4203501 4.9541218 10.9965269 -0.3125809 8.5607788 11.1459978 3.1467693 11.3703294 11.1726610 7.8319931 -1.3125809 10.3725260 10.9802833 9.1731642 7.9447226 7.8010772 3.6873295 10.2245532 9.8249664 10.7399029 2.1467530 6.7041430 9.8734490 4.1791846 10.4950922 8.6689020 6.6816882 10.6124071 13.4626879 10.0903468 10.8185487 10.2342293 16.2323747 -0.3125809 8.1529013 9.4058677 5.1791886 7.3981408 8.0182519 9.1020200 3.2480490 10.8888462 11.8923644 9.7276246 9.0839396 4.4422203 3.6873295 10.2853873 8.5091087 8.2685355 7.8166176 10.2356751 10.0227251 7.3703291 14.3321487 3.2722920 -0.3125809 4.9727386 10.7981443 7.1630680 8.5468698 10.8487817 -0.3125809 NA 9.0282976 9.4363661 11.1179311 8.7083149 11.1736671 8.7330943 0.6873295 7.5821525 1.2723219 10.6760196 8.8659998 10.4551055 3.8166202 9.1240463 8.7708142 8.2400037 11.2354342 8.3383865 4.4422203 7.4817510 5.5453167 8.5422031 5.8370829 NA 9.1209203 9.9453119 9.9916861 8.4169554 9.2177411 9.8121024 10.6020936 3.3311893 9.9669455 7.9065034 8.6985620 2.2722920 10.1436892 3.3311893 -1.3125809 6.8870073 14.0087345 5.4288023 6.7747976 11.4906587 10.0310758 5.1951310 7.0623743 9.4914659 10.4736045 10.4109958 10.7781088 11.2604968 11.2440803 9.7034466 10.0758904 9.8313557 10.9628774 10.3533546 4.7958604 6.4015810 -1.3125809 -1.3125809 9.6495079 10.4317482 9.3981413 8.3311911 10.6258191 8.9388171 6.7906222 9.1416341 7.1426616 12.2403641 8.7681522 8.2030347 5.3597601 11.1439459 13.1280094 11.3036539 9.7245386 4.1312767 10.5304707 9.9853974 12.2909612 9.4109957 9.2797919 9.2400040 9.6386195 8.8023784 4.4152584 8.9364483 8.0667130 8.1344181 10.4258494 8.7240578 6.4734736 4.8166202 10.9968112 8.1671150 10.6954133 6.2495781 10.6009723 10.1088737 12.0355097 10.0834043 7.7426173 0.6873295 8.8319931 6.8268866 10.0047474 8.2303668 10.9140691 9.3755851 7.7641504 9.9956739 7.2946649 4.2108953 5.7207573 1.6873295 3.5942261 3.8166202 3.4422269 9.6069431 6.3738361 7.4522066 10.7499072 6.8496753 -0.3125809 11.4515844 10.9275299 11.2390431 12.0101080 8.1771828 9.6095476 5.8001389 10.6331445 11.7131665 10.7764543 9.4776834 11.1209202 2.3877761 9.0871467 -1.3125809 10.1856855 8.6269140 9.8814760 10.1141238 13.4118487 13.2797919 2.7747976 10.1390610 10.9467839 1.0092755 4.0796512 7.8342087 1.0092755 -1.3125809 6.7371838 7.5359581 13.8451160 10.0542962 7.4186538 9.1051872 10.5912167 11.4801251 8.6873347 9.0765252 10.2510077 3.4946844 3.8967853 10.1549404 9.6731767 7.4882346 5.2108953 11.2844562 9.4621219 11.3029644 9.3883900 7.8992234 11.4214093 7.2647635 4.7822041 10.8150068 0.32624000 0.32624000 0.00708260 -0.09789100 0.34372000 0.00694350 0.11946000 -0.11260000 0.02496900 0.02210700 0.02210700 0.02038400 -0.00553750 -0.00553750 0.32624000 0.00000000 -0.36113000 -0.36113000 0.00708260 0.00708260 0.00708260 -0.09789100 -0.00193990 0.11946000 -0.00747200 -0.40782000 -0.11260000 -0.00027724 -0.28199000 -0.113 -0.113 0.000 0.000 0.128 0.128 0.000 -0.282 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.326 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 0.119 0.119 0.000 0.000 0.000 0.000 -0.113 -0.113 0.000 0.000 0.128 0.128 0.000 -0.282 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.326 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 0.119 0.119 0.000 0.000 0.000 0.000 10.503919 12.318057 9.991116 10.316691 9.267593 10.451377 5.687335 4.594226 8.109400 6.345547 13.826446 9.239303 11.645706 8.871392 7.674485 8.334793 10.903474 6.981955 10.054203 10.645162 8.152901 8.602736 10.051732 7.603214 6.569979 11.385388 11.933333 10.152901 10.423737 1.009276 9.405868 6.811456 9.869108 11.482157 10.921553 9.692258 10.190664 7.294665 10.319876 7.862260 7.723509 10.095134 7.748030 8.272297 8.873449 8.277922 12.951338 10.586314 11.769484 7.280651 12.079384 10.979944 16.121165 11.416743 13.607641 11.220421 4.731726 12.059656 9.591217 11.017411 8.606198 8.203035 8.354446 11.248623 10.915853 11.420986 5.764150 7.742617 14.098974 11.127944 10.343760 7.609176 11.293740 5.009262 10.765486 -1.312581 13.159581 11.619610 10.507115 11.173919 10.143176 5.857259 6.981955 9.086079 9.405868 6.394694 12.464063 3.079651 13.546287 12.079250 8.559240 8.717381 10.229883 5.044888 -1.312581 9.673888 8.049278 9.473604 9.629996 11.860075 12.283758 11.628382 1.857264 9.591217 7.750730 8.971581 10.961130 9.649508 3.687329 10.446807 8.049278 8.403297 9.398141 5.179189 10.425849 10.562316 1.223361 12.610848 12.712994 10.319421 9.995674 7.949430 11.283525 11.307325 11.216951 10.474062 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 2 3 5 2 3 4 1 1 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.456566e-06 7.629629e-07 NA 10.3712576 9.9991501 8.4062254 -1.2065619 10.2038081 9.8458162 -1.2065619 2.6750255 4.6007098 8.1509089 10.4586927 5.4937978 7.5415497 11.2909592 12.4652295 8.4006869 10.2746516 12.3410948 2.1167307 10.6047315 8.0317613 10.4881499 10.3992992 9.5015785 10.0752869 6.8966448 8.5910185 9.0982785 14.3138527 8.3026170 4.6760022 -1.2065619 -1.2065619 10.2811968 9.8302173 4.1152830 7.4972603 3.7933549 12.1383461 9.9252138 9.6031248 6.7181698 1.1152996 12.2664283 10.0572128 9.5272195 12.0208223 10.7996829 11.3888474 NA 8.6987439 11.4857544 5.5212769 12.1322324 10.7490067 7.5974880 0.3782897 10.0977081 11.0817009 9.3390935 7.7933569 7.4515680 -0.2065619 10.3670039 9.4506752 10.7073681 2.2527790 7.5280665 9.7137096 4.4937946 8.9110000 12.1245537 5.9831806 12.2635784 14.1904297 9.7770629 10.9287455 10.5685555 15.2602776 NA 8.0925648 10.0137351 4.1856763 7.2568814 8.5024404 9.6135357 2.4151096 11.1180999 11.2939497 9.7720673 8.8350158 1.6006979 2.8808226 10.0293710 9.2352635 8.0601431 8.4955293 10.0764451 10.1225925 6.9070986 13.3199171 4.7706388 -1.2065619 6.2279855 10.8267798 7.5110331 8.4462016 11.2944475 0.7933549 1.6006979 10.1124644 8.1398706 11.0172740 9.4272602 10.4354085 7.9807091 NA 9.8966445 1.6006979 10.2594333 7.8295306 9.5689671 7.4833547 10.1326501 8.6151308 7.9856496 11.0607287 8.8527012 3.7002510 7.7211347 4.5482455 8.5747165 1.1152996 NA 8.7181691 9.1673095 10.4016116 8.2650318 9.8900720 10.3997620 10.3330003 4.5747192 9.8363840 8.5297589 8.8554030 3.4372144 10.2080420 4.0787550 1.1152996 7.2527884 13.8515177 6.2279855 7.2404403 7.9018812 9.2311088 5.5348242 6.5212769 10.7877102 10.6637215 9.6798154 10.7848786 11.8822643 10.9834901 9.1974339 10.6729400 10.1963688 10.8601187 8.9368676 1.1152996 0.3782897 -1.2065619 NA 9.7742104 8.0173585 9.8452454 8.0718061 9.8484697 8.6652620 3.2527941 9.2822012 7.4728370 12.0605824 9.2922059 8.8115571 5.4798579 10.7894772 13.1921005 12.0156989 9.1867472 3.4383727 10.2414731 9.9044924 11.2520197 9.4172382 8.6820999 9.3941988 9.4745952 9.0507446 4.3169205 8.0577995 7.4515680 7.9856496 11.0176600 11.0812221 7.7823253 2.8808226 11.3827739 8.1107693 10.9174781 6.8432050 10.2619808 10.0683172 11.3686597 9.7933569 9.0341480 -1.2065619 8.5828905 7.4868439 10.3613128 8.3858137 10.9750215 8.9582636 7.6388471 10.4071462 6.7417245 3.0412780 6.2445674 3.8808226 5.5212769 3.4372144 3.8377515 10.0227764 6.5280665 7.4190652 11.1484325 6.4978822 -0.2065619 11.2206696 10.8122524 11.0215743 10.9510195 8.0624833 9.1888373 5.8080478 10.5889906 11.9944086 10.4272601 9.5041631 11.0796257 0.7933549 8.7663364 -1.2065619 10.0406910 8.7226153 9.0460222 9.9271412 14.1590641 13.8238084 5.4080664 10.4671076 10.3565531 2.1152996 5.3691244 7.9252138 -0.2065619 NA 7.0879772 7.5812593 14.3498928 9.8046189 8.3517776 9.3392866 8.8295303 12.3897795 8.6683383 9.2769005 10.6079393 3.4372144 3.6513388 9.6767637 8.9881137 7.2852098 6.4372128 11.1713806 9.8560775 10.5045936 9.9874980 9.0648198 10.9850329 6.7933562 4.8594478 10.6590900 -0.027837 -0.027837 0.062937 -0.096044 0.188650 0.178570 -0.014366 0.000000 0.052908 0.039478 0.039478 0.047268 -0.039801 -0.039801 -0.027837 0.214990 -0.252710 -0.247030 -0.255940 -0.255940 0.071535 -0.096044 -0.031359 -0.014366 -0.238020 -0.238020 0.000000 0.391310 -0.246770 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 10.812600 11.771710 10.045431 10.288712 10.785233 11.252020 5.712219 4.574719 8.440815 5.663720 13.915295 9.618260 10.040097 9.724811 8.201559 7.721135 10.612338 7.374557 10.402074 10.731098 7.958264 8.485484 10.234205 7.031761 6.600711 11.747008 12.960697 10.757337 10.193169 NA 8.727047 7.137653 10.008283 10.085678 11.691202 9.564846 10.367477 7.110589 10.056039 6.486843 8.774924 10.229027 7.106239 7.297182 9.095996 8.200625 12.923606 8.669874 11.880156 6.954791 10.170567 11.655607 15.272190 12.103828 13.059631 10.725572 2.963289 10.818496 9.386748 11.134041 8.674471 8.811557 9.178140 10.105105 11.613137 11.478103 5.712219 5.848638 14.429339 10.463570 10.220670 6.912505 9.493796 NA 11.023377 NA 13.002201 11.003103 10.427714 11.2909592 10.4881499 6.4728370 3.7002510 8.6466663 9.7799099 7.5549081 13.0962634 1.9632892 12.1740884 13.2662380 8.4317926 7.6905065 9.4859724 6.0317613 0.3782897 10.1354315 8.6942234 9.4071462 9.7691689 11.4390152 12.8241963 11.2522760 1.3783451 9.3527338 7.5779914 9.2791862 10.4622417 9.6744707 2.1152996 10.7877102 6.7649008 8.5229777 9.8452454 5.7933575 11.0176600 11.0816461 1.5924451 12.7050296 12.5978912 10.1894263 10.4071462 7.6942234 10.9405617 11.4515682 10.8008291 10.4747269 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 1 2 3 1 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 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 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NA NA 10.0641452 9.8218157 5.9280078 7.5427185 3.4305128 8.5204655 9.3514746 9.0347896 6.9650974 2.3430382 12.1902992 8.9687549 10.7603712 12.7084116 6.4198625 10.2126399 -0.6569902 8.2648868 11.1612288 4.4305061 12.2585520 10.8111610 7.4927929 NA 10.4489546 10.6425174 9.3102724 7.9796704 3.5909732 1.6649834 10.0365330 8.5451699 10.8187795 3.8666113 7.3260393 9.7797576 0.9279723 9.9905045 9.1775172 3.8666113 11.7589436 11.0504052 9.5754670 11.1715793 10.4057668 15.8700954 -0.6569902 7.8468719 10.5254405 4.3430453 7.2619097 7.7439256 5.7353624 2.9037517 11.2892213 11.3894880 10.0443526 9.3860733 5.4927921 1.3430667 9.7093684 8.4851531 8.3847052 8.9850976 9.7911624 10.3238996 6.7005979 14.1682533 3.0434845 NA 3.9280102 10.5414911 7.6330650 8.7693109 10.7724528 2.5129601 3.0434845 9.0295465 7.3317312 10.4748001 8.0434856 11.2965151 8.6238168 NA 4.9280102 -0.6569902 11.9324631 7.8389014 9.3833358 5.9280078 10.2049084 8.8328941 7.7224244 10.6324886 8.5933444 2.9280102 7.6917742 5.2972428 9.0277946 0.9279723 NA 8.8918678 9.8831742 9.8338970 8.2439128 10.4111525 9.6168416 10.5826446 1.9280102 9.5957116 8.9814819 8.5575839 4.9280102 10.1947951 6.3317303 1.3430667 5.7180848 13.5512042 -0.6569902 11.7313325 14.8614841 10.2049084 4.6284470 6.8744281 9.2529390 10.4211969 10.4131670 10.6039656 11.2945712 11.0701156 8.8248455 9.3001482 9.5229552 10.6638466 9.8092654 4.2499383 0.3430098 -0.6569902 NA 9.8626823 10.4729730 9.2767367 8.0365330 8.7412981 11.4443652 4.2010300 8.7049899 6.1632250 11.6970199 9.9043340 8.4010378 5.4927921 9.9466724 13.0038219 11.8814775 9.2087794 4.1611783 11.0128170 9.4632840 12.0836701 9.4384430 9.9420290 9.1664134 9.9850978 11.2195630 -0.6569902 8.8976349 6.2010280 7.9090998 10.7651109 6.1128169 7.8133387 3.3430524 11.5992547 7.8705232 11.3922139 8.7417899 9.7407207 9.9157463 11.1203014 9.7148227 7.7224244 NA 7.3030483 7.0225265 11.1636240 9.0260406 10.9066523 9.2439128 8.1853963 10.2536888 8.4800373 0.3430098 7.1632250 2.6649834 3.7939271 3.8666113 0.3430098 10.2491851 5.6468280 6.3088305 9.6502469 5.6341721 -0.6569902 11.1668113 10.2767367 10.9755869 10.9940978 10.0460845 8.8723594 6.7271826 10.5874099 11.2382427 11.0114879 9.8116701 11.7036189 4.2972428 8.2010271 NA 10.1062584 8.0777557 8.7180855 10.1309486 12.8088675 13.9683554 -0.6569902 10.5371873 9.9896048 1.6649834 5.7353624 8.6307586 0.3430098 -0.6569902 6.5525000 7.8547986 14.6403923 10.3894880 7.5476172 8.7396510 9.5154736 11.3612463 8.5054372 9.1270756 10.7169987 3.3430524 2.1503972 9.9081482 9.5029173 7.2678588 6.3317303 11.4678136 9.7608985 11.1346160 9.7406352 7.6739627 9.9147987 6.2010280 4.4553272 11.1727688 0.00097064 0.00097064 0.00039256 0.00216860 0.54325000 -0.05199100 0.01670500 -0.00650500 0.00958830 0.00958830 0.00958830 0.00847430 -0.00423710 -0.00423710 0.00835700 0.49251000 -0.57417000 -0.57417000 -0.57417000 -0.56386000 0.00499690 0.00216860 0.00471900 -0.57627000 -0.00249380 -0.00249380 -0.00650500 -0.00581400 -0.51239000 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 9.980577 11.961661 12.462311 10.261909 9.556150 10.828372 6.571865 3.249931 8.387440 6.261909 12.477312 9.241164 11.512658 9.482418 7.425408 8.143946 10.954071 6.637667 10.623817 9.714823 8.156827 8.939646 9.932135 7.015472 6.826862 11.743125 11.721070 9.751376 10.111230 NA 8.581451 6.691774 9.677319 10.799914 11.552195 8.532871 9.798373 6.866608 9.962349 7.156827 8.140708 10.012817 7.207232 5.609832 8.337399 8.976041 12.620043 8.446334 12.960054 6.359075 9.380593 9.615676 15.300148 11.202193 12.891507 10.885594 1.664983 11.377501 10.413167 11.259299 8.822826 8.401038 8.595711 9.918585 11.912427 11.501340 4.769312 5.682896 13.607514 11.353574 10.368186 7.619170 8.612173 NA 10.782358 NA 12.944701 11.088641 10.462636 10.8298811 10.0555731 6.3874401 6.5229550 9.5217109 9.1790965 7.0295468 12.5698917 2.6649834 13.5534891 12.5676508 8.4358032 8.7804443 10.5494500 6.7353638 0.3430098 9.3750918 7.3819651 9.5029173 9.4877044 11.6162589 13.1301324 10.0443526 -0.6569902 9.0828266 7.6330650 8.9392357 10.5808535 9.2928728 4.2010300 10.8045255 5.2010261 8.3542732 9.2767367 4.8666064 10.7651109 10.7947724 NA 12.5005509 12.9115960 10.6587618 10.2536888 7.4463340 10.7299863 10.6496774 11.1043397 9.7947312 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 3 1 1 2 2 2 3 3 3 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.560606e-06 6.242424e-07 NA 11.31296722 9.92476679 8.10539994 3.39391038 9.54229714 9.10418829 NA -0.15120182 3.29437078 8.44121081 8.19091802 4.24190118 5.60595651 10.52456160 11.99456155 11.71282462 10.51561144 11.81006942 1.07196856 9.89215617 9.12273276 10.07197714 10.73286443 9.03004662 9.35352091 3.84456643 9.63993322 9.03390914 13.25788499 8.54635894 6.84016107 NA NA 10.25271510 9.55914724 5.58504666 7.30719352 3.13086499 8.95970554 9.88736046 8.81344420 7.52043796 1.65695393 12.20007893 8.07572943 8.27001307 12.00615946 5.80894359 10.13941155 -1.51292532 8.39089636 10.83408235 3.94645015 11.94362575 10.93228821 7.74675816 NA 10.53479641 10.68091267 9.57712704 7.79079549 4.87933328 0.07203718 9.57646507 7.47000804 10.77472703 0.80892043 6.93822580 9.36353162 1.80896160 9.98237003 10.06208109 2.39391038 10.65127741 13.17033829 9.39089657 11.17329630 9.43172679 16.21230769 -1.51292532 7.90064284 10.57547165 4.31990691 7.52867367 8.02229013 4.07197714 1.48702321 11.34285643 11.54094052 10.30759257 9.47640923 4.04160221 3.29437078 9.65254977 8.60595577 8.48560514 8.76313899 10.02180394 10.53175028 6.69158581 14.09737630 1.65695393 NA 5.34499533 10.71402884 7.72541943 8.83352833 10.94542130 1.07196856 NA 8.37271099 8.47143298 10.65249644 8.41182703 11.25623263 8.65192171 -1.51292532 1.80896160 0.80892043 11.78851084 7.68913839 9.25022711 6.10172360 9.70194093 10.34188304 7.81344388 10.53038380 8.02229013 -0.51292532 6.85333701 4.84456643 8.74204328 -1.51292532 -1.51292532 8.20297645 9.65881700 10.17044801 8.47711873 10.88762732 9.56783214 10.38712674 NA 10.12951769 8.23520768 9.60859360 4.83201907 9.75847775 0.80892043 -0.51292532 7.76778521 13.70046068 0.48697174 9.68913856 14.04731764 10.36927562 4.79079289 6.38788119 9.36659783 10.66505703 10.92242452 10.52593369 11.54212250 11.30759257 8.03004634 9.07197714 9.19091827 11.13019446 9.76347067 4.89640749 NA 0.48697174 NA 9.22848154 10.49544324 8.88682660 8.03004634 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0.48697174 3.65694250 6.61113549 7.36659761 14.45871538 9.89641097 7.55310395 8.24190214 9.52181359 10.33720152 8.04925720 9.27352941 10.60335864 1.80896160 0.48697174 10.21918208 9.42144276 7.08320486 3.18745105 11.59977995 9.21152843 11.28061797 8.92713646 6.26837450 9.32069542 7.63676163 3.72350395 10.13402336 1.0163000 1.0163000 0.0058683 0.0104240 0.5447100 -0.0020784 0.0488300 0.5235600 0.0081959 0.0081959 0.0081959 0.0081959 -0.0015243 -0.0015243 1.0163000 0.0000000 -0.5465300 -0.5465300 -0.5465300 0.0176840 0.0176840 0.0104240 -0.5692300 0.0488300 -0.0038779 -0.0038779 -0.0066638 0.0059700 -0.5411800 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 9.255199 11.946446 11.760082 10.077134 8.371185 11.112039 2.187451 4.844566 7.299930 6.946447 11.247319 8.830667 10.741453 6.605903 7.742043 8.681771 10.109067 5.666924 9.795922 8.863140 7.892156 8.841297 9.946574 8.550410 7.116371 11.175702 11.452077 9.8357428 10.8924221 NA 9.1254507 7.0530690 10.7631391 11.2125940 11.2166354 7.1805020 9.7683651 7.7862226 9.6033585 7.0261737 7.7467582 9.9853652 7.8179315 4.8445664 7.7631393 9.3214858 13.1239791 8.7049722 12.6187109 6.4859999 11.5286738 10.0463917 14.8371923 11.3069941 13.6458216 10.5658326 -0.5129253 11.5050409 8.2716493 11.3328967 9.0425625 8.3999038 8.9454213 10.8519700 12.0340297 11.4319079 1.4870232 5.3325039 13.9730285 12.5353313 10.0276271 7.4058775 10.3573794 -1.5129253 11.1044821 -1.5129253 13.3853799 11.7295785 10.9910888 10.5245616 10.0719771 5.8707198 6.6669241 9.2225706 9.3442182 7.3727110 12.1217044 1.0719686 13.4115024 12.5360123 7.9361632 8.4858873 10.8229632 5.8707198 NA 8.6989029 6.9627480 9.2585041 8.7266133 12.2152541 12.8187014 9.1035635 0.8089204 9.8229632 8.5490607 9.0672733 10.0164452 9.4221798 4.2683745 10.6449931 8.9392560 7.7491098 8.8868266 4.3449989 10.9748547 11.6161367 NA 12.6752171 12.8829504 10.5591472 9.8207291 8.5176820 11.0394436 10.1558996 11.7547202 10.5360872 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 2 3 1 2 3 4 3 3 3 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 7 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.6777647 8.4996426 7.6530321 9.2449073 9.2870428 13.5043311 7.9557074 5.5892811 NA NA 10.1829070 10.2558994 4.2586320 7.8508650 3.9146793 9.2435275 9.9657843 9.8132232 6.3122731 NA 11.5922641 9.7831464 7.4857029 10.9557072 7.1508785 10.7145842 2.3841604 8.4857033 10.9943698 4.2586320 12.0934405 10.5518621 7.2310483 NA 9.9749602 10.7986532 9.3766316 7.9691275 6.2586339 1.7992117 9.3069974 8.5914509 10.7798183 NA 6.4236941 9.7509439 2.2142492 10.0830628 10.1181221 5.8435970 10.3269665 12.8983313 9.3941493 10.6690536 10.9438610 15.5579118 NA 7.9042384 10.9674570 3.6065607 7.4089971 8.5473955 7.6236313 2.0541886 11.2970546 11.4376386 11.4249116 8.8010801 3.5361648 1.2142492 10.3822855 8.4309860 8.4857033 8.8085649 9.7533990 9.9657843 6.4716281 13.4107655 1.5361524 NA 2.2142492 11.0892216 7.0280210 8.5629686 10.7812456 1.7992117 NA 9.1886549 6.7992026 10.7744966 9.7563048 10.8150823 8.5979445 -0.7858752 7.6446927 -0.7858752 10.0644271 8.3460970 10.2897193 4.4236925 9.3588984 9.0199840 7.6488688 11.0215951 8.1060237 2.6736695 7.7649870 3.3017047 8.4089971 3.0215863 NA 8.5585363 9.0876843 10.3234179 7.9724635 9.7504874 9.9682925 10.4733950 3.4621701 9.9615941 8.0628632 9.2517872 2.3841604 9.6644204 4.8866672 1.7992117 6.1915192 14.5012311 3.7378057 7.9353395 11.8544851 10.4406524 4.7060940 6.4430596 10.4436599 10.0573761 10.7417172 10.4132991 11.6762312 11.3891659 8.3149027 9.6446927 9.3175279 10.6731594 9.5763923 4.7688301 0.7991702 NA -0.7858752 9.3017031 8.5088608 8.5065619 8.6960397 10.2356714 4.8866672 5.3435215 8.7973230 9.2613641 12.7065942 9.4370352 8.2421461 4.3017047 10.8381218 12.8578710 11.5579811 9.9976314 1.3319345 10.9442857 9.6426003 11.8921800 9.1742421 9.0407886 9.2586343 9.9336290 8.5384206 3.0215863 8.7475700 6.3841655 7.3227646 10.8884325 11.7967492 8.2418974 2.5361773 11.4615744 7.9181441 10.3785187 4.0722173 10.6231007 9.8517707 11.7247572 9.8113617 8.5451572 NA 8.8215706 5.6405052 10.3448107 9.0768776 10.8918498 9.1567548 7.6530321 9.6310377 8.0753273 1.2142492 5.9691275 2.2142492 6.2691978 3.9146793 2.7992117 9.8481436 6.5451576 7.2695223 9.3146659 6.2586339 NA 11.1857838 10.5984843 10.8485975 10.8585472 7.3069977 6.8728091 6.0365890 10.3149026 11.2702005 10.9310597 9.7524292 10.7060933 NA 8.3941493 NA 9.9980570 9.8866655 9.5225792 10.1843461 13.1379391 13.7025825 2.6736695 10.8800203 10.2296553 0.7991702 4.6065547 7.4102275 0.2142492 0.7991702 5.1684375 6.8141530 14.1022699 9.6236418 6.6236313 8.6859153 9.3279824 11.2997127 7.8580967 9.0021590 10.3480247 3.9691321 3.2142336 9.6183174 8.7878875 7.3227646 7.2085933 11.3383615 8.8937205 11.0722213 9.7150820 10.0691086 10.1486683 7.4236933 3.8644338 11.0853754 0.00263570 0.00079524 0.01014600 -0.12239000 0.51037000 -0.00401620 0.00000000 -0.33526000 0.04670000 0.03477000 0.03477000 0.04188300 -0.01508000 0.00263570 0.00079524 0.30026000 -0.33191000 -0.33191000 -0.33191000 0.02482900 0.01014600 -0.12239000 -0.11991000 0.00000000 -0.13147000 -0.13147000 -0.33526000 0.20534000 -0.33503000 -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 10.619382 12.156571 10.627868 10.077652 9.370323 12.671365 3.462170 3.301705 8.743339 5.914679 13.633081 9.669896 10.283019 10.970129 7.506193 8.081519 9.951488 7.443059 10.192236 11.510009 7.828950 8.509274 10.513855 7.868876 6.821570 11.755095 12.090182 10.870218 10.051868 NA 8.090757 6.291056 9.828950 11.181466 10.984491 9.446661 9.762099 6.301703 9.497329 5.640505 7.191520 10.002143 6.423694 6.681846 9.764025 8.358899 13.300293 8.314903 12.412071 7.397032 8.898989 10.533912 14.804535 10.555759 13.256242 10.500220 1.214249 11.131239 8.610845 10.969128 8.194380 8.242146 8.440652 10.295724 10.434014 11.270878 5.969127 5.214241 14.539407 10.413299 9.921599 6.214239 9.505411 NA 11.040391 NA 12.817867 10.878634 9.891079 10.5271232 10.4406524 4.7378003 5.7840956 9.0534440 8.9691277 7.6736716 12.2023763 2.2142492 13.1730648 12.9854202 8.3766316 8.6992445 9.8224950 5.8724520 NA 9.8481436 9.2586343 9.0518683 9.5827466 12.3386847 11.6276037 11.4080736 0.7991702 9.5871052 7.9042384 8.9007406 10.2093007 9.1596842 1.7992117 10.6357791 8.9707964 8.7572720 8.5065619 6.4236941 10.8884325 11.2786462 3.7378057 12.9141380 12.7727805 10.4508525 9.6310377 7.7495155 10.9485265 10.8164752 11.3399507 9.8931309 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 3 3 1 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 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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 4 0 0 0 0 4 0 0 0 0 0 1.872727e-06 5.895622e-07 0.1688987 10.9543859 10.0081373 7.1114477 4.8968531 10.1411953 9.8126725 NA -0.4088951 4.8127908 8.3033597 9.0081373 4.6924942 5.6767272 10.3288048 12.2991823 8.9859171 9.6866029 11.7672187 1.4908781 8.2616906 9.1745580 10.5193203 10.9887134 8.6139482 8.3905207 7.7651230 8.8985542 9.1632869 14.9640356 8.3952492 6.5352552 NA NA 9.1519270 10.0230227 5.5951993 7.9891123 3.0758235 11.1892190 9.5676772 9.0531040 5.8554341 1.9762903 11.6730076 8.3929352 9.3941409 11.0855594 8.8951517 10.3097633 -0.8311013 8.6964105 10.9112429 4.3388594 12.1101645 10.5909983 7.9923005 NA 9.8035994 10.7850228 9.5730107 7.6846336 8.9954820 0.1688987 9.7090616 8.8127896 10.5746069 1.4908781 7.1857417 10.3783869 5.7080934 9.3376056 8.3135919 3.6283653 10.2592246 12.5065554 9.1433480 11.9227770 10.0167739 16.5049605 3.5612528 7.9404228 10.2383832 3.4168668 7.8659009 7.6406086 8.7613907 1.1689629 11.0855594 10.4744253 9.6866029 9.5972937 2.3388522 2.1689308 9.9657843 8.8676383 8.4931141 8.7368896 9.6697753 9.9915043 6.2242159 13.3794526 1.1689629 NA 1.4908781 11.0249699 7.0206822 9.4531793 10.9758858 0.7538612 0.1688987 8.3338405 9.2813730 10.5892780 8.7254395 11.0022189 8.6487139 0.1688987 7.9371178 0.1688987 10.2309797 7.7651230 9.3300653 0.7538612 9.2616906 7.7799583 8.6806862 11.4569344 8.8271448 2.1689308 8.1576183 5.0515766 8.6647886 1.1689629 -0.8311013 8.4144861 9.9196404 9.6707706 8.7216027 10.4221901 9.9946873 10.4304408 3.9762903 9.9146079 8.0546298 10.0379335 1.9762903 9.8316019 1.9762903 1.7539040 6.8968543 13.9579576 6.4263218 5.2350224 12.6509851 10.3874967 5.3186820 6.7909857 9.9994487 10.4618303 11.0120694 10.0720621 11.2838341 11.3682991 8.9120849 9.6293894 9.1462135 10.8632914 10.7108626 0.7538612 2.7539040 -0.8311013 NA 9.4692861 10.3606097 9.1026240 7.8127896 8.9332743 10.4322027 3.6924942 8.9087142 6.3186802 11.5396209 9.6180821 8.3783868 4.3388594 11.2846274 14.2287004 11.7022632 9.7728379 4.6161812 10.9049125 9.4438940 12.4939578 9.6657873 9.8028369 9.7873190 9.9738711 7.2930550 1.1689629 8.8360450 7.4450579 7.5043240 10.7941857 8.3692436 8.1285007 2.9762903 11.1696377 7.4818164 10.6175661 8.8571839 9.9428968 9.6993398 11.2520804 11.4424377 7.7273542 NA 8.7651233 6.2133278 10.1158397 9.5547958 11.2349588 9.6098026 8.4049478 9.9036431 7.1462133 0.7538612 5.4543371 0.1688987 6.9019493 4.3783868 -0.8311013 10.7100301 5.8693730 6.3587584 10.2247920 7.1857417 -0.8311013 11.1752595 10.7841033 10.6517415 10.9453665 8.4772726 7.7479097 6.8360453 10.6299013 10.9221503 10.9445438 10.1397584 10.9710459 0.1688987 8.5825613 0.7538612 9.8118878 8.1913011 10.3078452 9.6707706 13.1928611 13.4672109 -0.8311013 10.2800692 10.1647007 0.7538612 3.6283653 8.4097248 -0.8311013 NA 5.6283653 7.8342694 14.3498139 10.2930678 6.8693730 8.2403959 9.3426105 11.6019972 8.0546298 8.8568690 11.4233716 5.0018248 3.1689308 10.8118877 8.2051070 7.1055712 6.7836439 11.6890611 8.9288215 10.6612874 9.5009701 7.9954823 10.1018864 6.9238207 2.2949295 11.5104523 0.0091306 0.0091306 0.0172640 -0.1208200 -0.0032145 0.5220600 0.2546400 0.0062481 -0.0881810 -0.1007900 -0.1007900 -0.1007900 0.0404680 0.0091306 0.0091306 -0.0056757 -0.5594700 -0.5594700 -0.5594700 -0.5594700 0.0172640 -0.1208200 0.0077783 -0.2566000 -0.5525600 -1.1057000 0.0062481 -0.1442500 -0.5485400 0.000 0.000 0.000 0.000 0.000 0.000 -0.144 -0.549 -0.224 0.000 0.000 -0.533 0.000 -0.533 -0.533 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.559 0.000 -0.122 -0.122 0.000 0.000 0.000 0.000 0.000 0.522 -0.018 0.238 -0.543 -0.543 -0.101 -0.101 0.000 0.000 0.000 0.000 0.000 0.000 -0.144 -0.549 -0.224 0.000 0.000 -0.533 0.000 -0.533 -0.533 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.559 0.000 -0.122 -0.122 0.000 0.000 0.000 0.000 0.000 0.522 -0.018 0.238 -0.543 -0.543 -0.101 -0.101 9.771632 12.242238 11.661538 10.510452 8.733083 8.878017 4.976290 1.490878 8.592470 5.051577 13.815942 9.805486 11.926323 11.124511 7.542756 8.202356 9.585731 6.245749 10.630924 10.804652 8.117301 7.939597 10.299659 7.851928 6.063751 11.695433 11.076200 10.3135918 10.2140105 4.1231281 8.0081373 6.3388594 9.6895522 11.7919005 12.4363054 8.7406861 9.9674053 5.9371184 10.4612551 7.7387888 9.2577218 10.0346668 5.2350224 6.9502934 8.1055712 9.0362124 12.5895517 8.4001545 13.3679156 5.0989627 11.1829539 10.5248351 16.1419918 11.5187676 13.4210075 10.5809740 -0.8311013 10.6232328 9.1604554 10.7790355 8.7669860 8.3783868 9.5098963 10.6222041 9.9354624 11.8336030 5.8968531 7.1114477 14.4060635 11.1114480 9.4647024 7.8055582 11.0607172 NA 10.7046948 0.1688987 12.9402166 10.9917672 10.5756700 10.3288048 10.5193203 5.8554341 4.6283653 9.5385308 8.8055582 5.2982147 12.3533393 3.2563918 13.5013897 13.8157172 8.3161385 8.5411675 10.2930548 4.6607860 0.1688987 9.1547753 6.9698331 9.5341624 9.9946873 12.1185779 11.7213624 10.6717653 0.7538612 9.6993398 8.6365391 8.9120849 10.1822562 9.2470842 1.7539040 10.0959707 6.2669664 7.2616906 9.1026240 3.2563918 10.7941857 11.0230227 0.1688987 13.0179476 13.4274995 10.6446669 9.9036431 8.0576766 11.6095432 9.6293894 10.4469879 9.7189010 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 3 3 1 1 3 1 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 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 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 7 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 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9.53755292 10.15842931 5.94133171 6.92271521 2.87831336 8.40412185 9.16240190 10.02516282 5.68567670 -0.92906118 11.67551975 8.29737853 8.71482282 11.60405288 6.29978498 9.59550832 1.65594710 8.81748096 10.53091036 3.87832317 11.18144984 10.88193972 7.15311523 NA 10.14376903 10.24452498 10.38528920 8.11262560 3.07097316 NA 8.97183321 7.93515267 11.18177605 NA 7.49303162 9.38498315 2.24089434 9.79803609 8.84245595 3.15843398 9.56767055 13.25398153 9.02079331 11.07694189 9.77832572 14.91630955 NA 7.41969478 10.61061001 4.02516171 7.47184589 8.91958947 5.28041817 1.65594710 11.62507565 11.87146201 9.69576194 9.82083601 2.07097316 3.39289439 9.62363553 8.30458633 8.87348287 8.71121130 9.84410565 10.96237051 5.51391073 12.92593227 1.39292185 NA 0.65590132 10.65592904 7.43291015 8.28528569 11.19767100 4.15842590 -0.92906118 8.45898399 7.80567617 11.02176300 7.84904348 10.92622438 9.28163775 -0.92906118 5.20024931 0.07093882 11.85682762 8.38157929 9.60137283 6.03675167 8.90068933 8.85560139 7.46328404 10.07378155 8.24589207 3.31889525 7.59452840 5.20024931 8.62363572 NA -0.92906118 8.23838468 8.97032336 10.59354808 8.26818312 9.86456983 9.29376154 10.92466593 2.97786604 10.37930558 9.20923841 9.96654179 3.07097316 8.68935193 4.39289439 1.07093882 7.10438908 14.42463027 0.65590132 11.78607053 13.42162951 11.04824647 3.59452466 6.07096672 11.30038620 10.06248833 9.80990315 9.68106865 11.69575741 11.52886034 7.73985148 10.19185242 8.13705569 11.04143198 10.05730635 4.11535791 2.53039541 -0.92906118 0.07093882 8.85068599 9.92271551 8.52423728 9.22325142 8.50248496 10.03241621 2.07097316 9.01933386 6.36558756 10.89114551 10.54771269 8.12895837 3.46328241 10.07448443 11.56856890 11.22546823 10.01176467 1.65351867 11.10610925 9.39739591 12.93911386 8.99131946 9.28528569 9.19767106 9.73274456 9.45359063 0.07093882 8.79548027 4.92894823 7.34242941 10.48881905 10.69600408 9.24538038 2.39289439 11.42438908 8.66342361 10.71437183 6.71482248 9.89751499 10.14844989 12.00170385 10.20539288 6.72917750 NA 7.05965163 4.79888519 9.56582220 8.81074706 10.71273832 9.85478331 7.70032319 8.87671032 7.74339177 NA 5.00170318 1.07093882 5.87780559 3.46328241 0.65590132 10.53602268 4.74339109 6.42851930 9.62651434 6.92981821 -0.92906118 10.67320147 10.37303424 11.17622028 10.99094713 7.79888713 6.28119934 5.67132451 9.96123074 10.52423718 10.81369703 9.94517942 10.40300307 3.97785689 8.76967125 NA 9.70940248 9.25708065 10.28771238 9.46328404 12.34417932 12.54238771 1.39292185 9.30698080 9.80990315 1.39292185 2.53039541 7.99280751 2.07097316 3.65592421 5.11536207 6.71482248 14.64706700 10.95399160 7.12081536 8.68751531 8.83583820 10.14577704 7.75044639 9.23604936 10.84534178 2.97786604 0.65590132 10.30338749 9.17162893 6.61786119 5.68567670 10.82460112 8.75396114 11.77940382 9.80567617 7.52217740 9.43510120 7.05396063 1.65594710 10.74294979 5.3311e-01 5.1751e-01 2.2477e-03 -1.5951e-02 5.4912e-01 0.0000e+00 1.9783e-02 8.3195e-04 -2.8476e-02 -2.8476e-02 -2.8476e-02 -2.3155e-02 -5.5407e-01 -5.5407e-01 5.3186e-01 -1.1611e-02 -5.7229e-01 -5.7229e-01 -5.8317e-01 2.2477e-03 2.2477e-03 -1.5951e-02 2.2193e-03 -7.3339e-03 -9.0923e-04 -9.0923e-04 -7.4887e-05 -8.5766e-03 -5.6643e-01 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 9.195088 12.343159 11.754838 10.596487 7.778326 11.291949 5.714822 3.530395 8.075524 5.640823 11.700551 9.747664 8.670879 9.644519 7.913317 8.309371 9.833349 6.328354 9.926614 10.111941 7.881538 8.843578 10.650480 8.139745 7.788643 11.406915 12.046814 9.4867083 10.0403530 NA 8.1794911 5.8911445 10.2852857 11.9453716 11.0814946 7.3236322 9.0468146 6.3188934 8.7714063 6.9289470 9.6624889 9.5557895 7.3141409 3.6559242 8.5283474 8.1180903 13.0696451 9.3105651 12.3174102 5.9521425 8.2877124 10.6870559 15.8557675 10.9875925 14.4430153 9.8065226 1.0709388 12.0070523 8.2232512 10.9539916 8.4372889 8.1289584 8.8490438 10.6217134 11.1931475 11.6984981 6.7003232 5.5467000 14.6937036 12.1512844 9.6624889 9.2130736 9.2283134 NA 11.0251628 -0.9290612 13.1738444 11.0189686 10.2657233 9.8082138 9.6975881 4.7714050 5.1584299 8.8734829 7.8653825 8.5767780 12.2753818 3.5303954 14.1430991 11.2499426 8.2949681 9.4423402 10.6787592 8.1899076 NA 8.7003232 7.5055948 9.3365815 9.6312993 12.7097418 12.5274493 9.1221755 -0.9290612 9.3033874 8.6274726 9.0737814 10.5832132 9.4405638 4.6856767 10.0793952 9.2546018 7.9320535 8.5242373 3.0709732 10.4888190 11.1282814 NA 12.8104307 13.0101784 10.8795286 8.8767103 7.8686281 11.7772467 10.6398726 11.7658685 9.6109298 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 3 2 3 3 4 3 4 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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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11.0395746 2.5437186 5.4697200 9.9716608 3.8656516 8.7992201 8.4601962 4.2661869 11.0790843 11.6929586 9.2133133 10.4091435 9.4288057 16.0433412 3.2217843 8.3562178 9.7066143 3.7453557 7.9428904 8.0515140 7.5209997 3.4704718 11.1421443 10.5289922 11.4342878 9.1962060 4.3917196 3.2217843 9.5549468 9.3420293 9.1301842 9.8355809 9.5727305 10.4518119 5.7295854 14.4896388 3.0291525 NA 7.1990716 10.7091291 7.6647353 8.4578056 12.2905697 0.8067777 0.2218152 8.0983085 8.9100418 10.3188557 9.5459720 11.5255722 8.7973308 NA 10.3581417 4.3510770 10.2351141 7.7954384 9.8692499 2.6812244 9.8566025 9.0766598 7.7256171 10.8151826 8.1584294 1.2218152 7.8942169 4.6141091 9.4324628 6.3816623 NA 9.1962060 9.4530125 10.3092543 8.3816628 9.0451587 9.5782434 10.1976394 NA 9.7166470 10.9816796 9.8207744 0.8067777 9.7916471 4.0797706 2.5437186 3.7453557 14.3776374 2.6812244 7.0419701 11.2326692 10.3019428 3.2217843 6.0921567 10.9729170 10.4433785 10.4932544 10.9187590 11.3295054 11.3970291 7.1933351 10.5482209 7.2770735 11.4060469 10.9378263 -0.7781848 3.9766752 0.8067777 NA 10.2161449 6.0546814 7.9117892 8.1759876 9.7678852 11.6796853 5.9360372 8.2959328 6.4214640 12.2692562 11.3743932 7.8328160 2.5437186 10.8277339 14.1308876 13.0722713 9.8823134 3.4923147 10.4967519 10.0427681 12.0917708 9.5538280 9.5979168 9.7859409 9.2231995 11.3584622 3.2217843 7.3250796 10.0186422 8.6480562 10.7010664 7.4185652 8.4967751 2.0291348 11.8470436 7.6354192 10.5392040 6.4409605 10.2330186 9.5527083 11.4272793 10.9334584 8.8456729 NA 8.0983085 5.7295854 9.0259224 8.7394607 10.8487461 9.6301211 8.4601962 9.6248035 6.9222312 -0.7781848 6.5437201 1.2218152 5.0291481 2.6812244 3.3092490 9.7773392 4.5071921 6.0162066 11.0083960 6.2916441 NA 10.9126624 10.5181341 11.0463525 10.6000863 9.8593220 7.2661859 6.2859422 10.3374854 10.7973306 10.6258685 9.5255721 9.8915623 1.8067365 9.3549336 NA 9.7005611 9.9666253 9.8556948 9.8198439 11.9403243 12.5939763 7.7414279 10.9424632 10.0867514 NA 3.0291525 9.6291442 1.2218152 NA 6.0162066 7.5255725 14.4012341 10.4458112 6.5705191 8.1346810 10.1294332 10.8951005 7.7176463 9.6969472 11.3002758 5.5616408 2.0291348 10.6306518 8.4838863 7.2986070 10.9157139 11.5195675 8.9766790 11.0141751 9.0630728 7.0419701 9.0562624 7.3766099 3.8067571 11.7443730 0.5147700 0.5147700 -0.4451200 -0.3131900 0.8553800 1.3858000 -0.1575800 0.0235660 -0.0099565 -0.0099565 -0.0099565 -0.0099565 -0.4650400 -0.4650400 0.5016800 0.0256710 -0.4645100 -0.4451200 -0.4451200 -0.4451200 -0.4451200 -0.2690100 -0.4646800 -0.1547000 -1.0039000 -0.4590700 0.0251500 -0.4479200 -0.4540400 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 9.785941 12.439143 10.247623 10.307264 9.092156 12.757553 6.543720 3.309249 9.095236 3.391713 12.561085 8.720621 12.051316 11.567413 7.092156 8.110534 10.479179 5.330315 10.136924 10.923098 8.137671 9.170874 10.806970 8.110534 7.116609 13.110820 11.222144 10.6167899 9.8629400 NA 9.1890178 6.5616408 10.1219035 11.4312448 11.9971959 9.2076333 10.3948439 6.3613420 9.4397490 7.3510744 6.6480555 10.5660873 5.3092526 6.9497123 7.8328160 8.6832708 12.9373245 8.3171883 13.6389187 7.5236537 11.3705857 10.2344159 16.0249892 10.6878679 13.0555710 10.7040952 0.2218152 10.7340381 8.0194528 11.9870775 8.9170196 7.8328160 9.3224537 10.6253361 8.1730760 10.6348851 6.4791788 5.7609501 14.4890964 11.5569026 7.6141091 6.0672816 11.6100778 -0.7781848 10.6970182 -0.7781848 12.6252030 11.1914010 10.2267141 10.1599007 10.0960043 5.7136436 8.3536484 8.9360369 8.4091435 8.1196368 12.1356083 1.2218152 12.2730004 12.8794448 7.9463051 7.2944333 11.2196766 0.8067777 NA 7.8620366 7.2330185 9.4324628 9.0499280 11.7470675 9.5924789 9.9178895 NA 9.4385374 7.8835695 8.9783478 10.1890176 8.6954973 0.8067777 10.4066668 8.3484958 8.8105061 7.9117892 4.7763778 10.7010664 9.9565010 NA 12.0395745 12.7947285 10.4595989 9.6248035 8.4336797 10.6301212 8.5459718 10.3213234 9.4682351 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 3 1 3 1 5 1 2 NA NA 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.46379061 10.41193007 11.11874665 7.61194178 8.47867499 7.45162820 8.44442523 9.23830776 11.31238121 8.18540572 6.31297369 -1.51994173 -1.51994173 10.42296554 10.00756148 6.19432940 7.93335487 2.87239539 9.13650928 9.43936196 8.98787905 5.44586903 4.31297732 10.47231474 8.81547488 2.65000626 10.81770639 5.88096463 10.11761505 -0.51994173 8.53129334 11.21712055 1.06502077 11.02770208 10.33884266 7.60936788 NA 10.40876577 10.72143914 9.20289200 7.86594664 6.31928916 0.80198636 9.54684643 8.77814713 10.62887883 1.06502077 5.96389947 9.88947552 1.80202774 10.36043331 8.74569953 6.18744314 11.04972653 9.84859102 9.39969278 10.70167164 9.19002983 16.48374516 -1.51994173 8.02890669 8.56754735 4.87240032 7.32870724 7.89582609 5.99578524 1.28741319 11.53231292 11.16220129 9.48851320 9.13292945 5.54617216 2.65000626 9.91991537 8.38997759 8.78728520 8.81882085 10.10989646 10.81770639 6.69925317 14.79112322 1.48010999 -1.51994173 1.28741319 11.18442046 7.41082189 9.69864772 10.90870642 -1.51994173 NA 9.57943229 8.78614610 9.97519997 6.62474283 10.73835611 8.30026332 NA 8.04804051 NA 12.89410903 7.83763676 9.12934072 0.48005827 10.15912470 8.15074092 8.42113197 11.75548157 9.28098438 1.06502077 6.84202845 3.18052981 8.65625752 NA NA 8.41082189 10.47302290 9.91627554 8.65501008 11.71295510 9.95834855 9.69925300 3.00363821 10.10076259 9.29065617 10.10807433 3.23497642 10.49166123 2.72800756 -0.51994173 7.85729493 13.52405164 4.00364721 5.87240278 12.91621043 9.87401124 3.72800756 6.65000913 10.32086247 11.53384072 10.72504291 10.47337679 11.75148627 10.99405879 7.41672238 7.38396603 10.63458619 10.59707821 9.05880622 1.93952750 1.48010999 0.06502077 NA 8.86486832 11.25157401 9.28663423 7.70890316 9.53025962 10.72741866 4.54617216 9.87025343 7.81100149 12.35343250 10.59675340 8.70529197 5.66990833 12.04792178 12.96968163 11.63094244 9.08185542 3.69188028 10.33339410 9.85729509 12.13427299 8.81659107 10.75533602 8.57679949 9.92665092 9.99430549 2.87239539 6.72801164 6.07254103 7.65999375 11.44821126 7.98040867 10.46707840 2.56754545 11.26246851 8.15250998 11.20970527 8.53401023 10.14719602 9.79126514 11.24101231 10.19347103 5.98788019 -0.51994173 9.70167155 6.58860971 10.58566574 8.71729462 11.06822756 9.19175139 8.20118393 11.01535992 8.50106449 2.56754545 5.53536559 1.80202774 2.06505525 4.97193895 1.65002924 11.27002563 5.93129539 5.95581727 9.49530442 5.53536559 NA 11.81365920 10.57877459 11.33961928 10.68892848 9.63110101 9.57085850 6.26177150 10.38283647 10.39185094 10.84394546 9.94819944 11.43682364 1.28741319 8.30504347 0.48005827 9.80201255 8.35044907 9.19604658 9.17008254 13.41957190 14.31245537 0.80198636 10.38283647 10.07207431 3.18052981 4.66535866 7.62474283 -1.51994173 NA 7.11670888 7.35660162 14.46674876 9.97345458 8.01924322 8.44442523 10.33573167 11.28683547 8.45449918 8.87141399 11.32577057 3.72800756 3.52447746 10.23037284 9.81100133 7.40489716 5.53536559 11.51178571 9.24744147 10.73393201 9.78899804 7.04613851 10.36578088 6.78386520 4.46558273 10.08231939 0.00540220 0.00694350 0.00604130 0.00249690 0.00346870 -0.00097017 0.00235810 -0.00429750 -0.10480000 -0.10480000 -0.10480000 -0.10368000 -0.00354490 0.00055459 0.00694350 0.00070041 -0.69314000 -0.69314000 0.00604130 0.00604130 0.00604130 0.00249690 -0.69024000 -0.00069303 -0.67683000 -0.67683000 -0.00207840 0.00138680 -0.68651000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.687 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.677 -0.677 -0.105 -0.105 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.687 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.677 -0.677 -0.105 -0.105 9.772406 11.969180 12.241220 10.070204 9.073476 8.884162 5.234973 2.180530 7.687098 3.234976 12.145531 8.585679 11.575152 7.177713 8.088450 8.619636 11.927555 5.889476 10.626017 8.269618 7.855124 8.866400 9.521532 6.918876 6.410821 11.380197 12.130239 9.202892 10.453782 NA 8.226599 7.398948 9.958349 11.000703 11.527038 8.447311 9.221552 6.987879 10.296668 6.751548 7.102136 9.172700 5.312974 7.480084 8.175313 9.244127 12.575564 8.678530 13.410683 4.671492 8.368828 10.888680 16.129832 11.826875 12.908510 10.752423 -1.519942 10.839834 10.947181 10.480437 9.179657 8.705292 9.380197 10.144087 9.731567 11.422049 1.939527 6.123941 13.332189 11.867563 8.397456 8.921991 11.362345 NA 11.142308 NA 12.242155 11.450358 11.187012 10.9694308 10.4119301 4.8020122 8.1560416 9.8304713 8.2842157 4.3380678 12.4974863 1.6500292 13.8682364 13.7793283 7.7184890 7.5968703 10.7744181 3.4800841 -0.5199417 9.2063026 6.9395157 9.3673051 8.9264751 11.4958480 10.7208758 10.1293407 -1.5199417 11.2037455 8.0327538 8.8020125 10.5248201 9.7585340 1.0650208 9.8518611 5.7562094 6.8766888 9.2866342 4.4342813 11.4482113 11.2135236 0.9834588 12.6783761 12.5544769 10.9165358 11.0153599 7.5886090 11.1595646 9.9199154 11.3465270 10.5241268 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 4 3 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 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.2999456 2.8863160 10.6451466 9.9509380 8.5574568 5.8957146 11.2048790 10.5341457 9.9361662 7.7689611 5.3217045 5.6460532 10.2338383 9.0743446 9.8630771 5.2470654 4.4041674 10.1513999 9.1264585 9.4882573 6.4658047 5.5664377 11.7833518 9.2196763 10.3053202 11.3872501 8.1428479 15.5866096 1.7488047 8.3941124 10.4141501 4.7844359 7.3926703 7.0342168 4.1273279 -0.5730376 11.8544608 10.9667718 9.9167340 9.8562928 7.7910209 7.6771847 8.8760346 9.0258690 8.6569064 10.4088100 9.9021128 10.0797310 6.7488141 13.6696508 1.4269088 1.0118534 1.8863160 10.6679755 7.0850974 9.1666667 10.3624195 NA NA 6.3217045 8.0005330 9.5630441 11.9196155 12.0616971 8.5037017 NA 8.9737806 -1.5730376 12.6854521 8.1411318 11.1364007 7.2910721 11.0948846 7.7844379 9.1867741 11.3544789 9.8888770 -0.5730376 7.6842738 5.5867587 10.0235417 0.4268551 2.1273361 9.3292611 10.3045536 9.5103654 8.9602157 10.5848645 9.4339134 9.5535905 -1.5730376 9.7948468 5.7397698 9.3905048 3.9504498 10.9152284 3.0118534 -1.5730376 NA 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10.7038828 10.2020848 10.9553402 9.8924525 8.6545021 NA 10.4162805 7.4381132 9.3561445 9.1851093 11.0214439 11.9835119 2.5143495 7.2438699 9.8924525 NA 2.1273361 9.1299244 2.0118534 NA 7.7488141 8.4450860 13.3617748 9.4289978 9.5632363 9.4821684 10.1842761 11.4005835 9.4949925 9.2766430 11.0461890 1.7488047 5.6363404 9.5097004 9.1892681 7.7533157 5.0850974 11.5336125 10.5902213 10.1054862 9.7426017 5.2972501 9.5542356 7.6191789 5.6099765 9.8240259 0.00000000 0.00000000 0.00430210 0.00013863 -0.00024055 -0.00373950 0.00055459 -0.01009400 0.31434000 0.31434000 -0.64358000 -0.72782000 0.00000000 0.00000000 -0.00330680 0.01140000 0.00444110 -0.00263220 -0.00028412 -0.84835000 0.00430210 0.00013863 0.00388540 -0.00678130 -0.00290910 -0.00290910 -0.01009400 0.00291330 0.00151520 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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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8.9157303 6.4603084 11.1896833 NA 11.9701596 -0.5730376 12.0638505 11.5592219 11.3768951 11.364444 10.279025 6.284868 6.351699 8.815979 7.224548 7.070742 12.858378 1.011853 14.757138 12.166878 7.653298 8.304124 11.210498 2.596816 -1.573038 10.531157 5.026800 9.685452 9.514349 11.360392 11.218659 8.186774 NA 9.171720 8.072544 9.696013 11.751770 9.950938 2.234256 9.544529 1.234256 7.653298 9.511695 1.886316 11.518487 11.135108 NA 11.596498 12.613000 11.075244 9.868274 8.190098 11.260962 8.436715 11.582531 9.903971 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 3 5 2 1 1 2 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 4 0 0 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 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11.3192665 11.8671003 2.0820553 10.1628740 4.7544814 9.1002568 10.6361657 9.4538332 -0.9178424 10.0650501 11.1274750 8.9555005 9.8057174 6.6134374 10.9578059 11.7820627 NA 12.8735247 12.3742344 10.1892737 9.8252080 7.0764105 10.7833630 10.3812646 11.2154974 9.9871954 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 1 1 1 2 1 2 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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10.0202495 5.2941465 7.0117450 3.8022966 8.6414955 9.4631792 9.6933160 6.4605034 -0.1977654 10.7050438 9.7241328 11.0299078 10.4537921 7.2159203 10.9101628 3.6602783 7.7824315 11.0824827 3.1946072 10.4702904 10.0359116 7.6031916 -0.1977654 10.7726135 10.6547941 8.6711143 7.6351819 5.6351827 1.6096604 9.8487337 8.1903092 10.8149164 -0.1977654 6.3491866 9.0667345 6.6477822 9.9834441 8.5638430 6.6031916 11.2281397 12.7192909 9.5454433 10.8086179 10.7378252 16.3304636 -0.1977654 8.4569277 9.4407278 4.3872522 7.8191004 8.6414955 5.9921158 2.8157599 11.3431464 11.4393695 10.0934626 9.3626246 5.9520400 4.7330289 9.6056158 7.9797116 8.7477358 9.0418905 9.7374569 10.5293614 6.5704766 13.9483036 -0.1977654 -1.1976000 4.6096486 10.6351818 7.1642352 8.9199350 11.1309668 4.3568833 4.8683806 8.7593939 7.4096217 10.4004561 8.5918256 11.1340485 8.6176750 NA 4.2285571 -1.1976000 12.0491808 8.1037882 9.6657038 3.2617264 9.8001769 8.1554386 7.8274316 10.7877780 8.1510201 3.2617264 7.4280008 6.2369192 9.0226702 0.3872522 -0.1977654 8.8232717 9.5754311 10.3683459 8.5869268 10.5203965 9.8857711 10.3170059 1.6096604 10.2845957 8.7389299 9.4133167 3.3648385 10.2185615 5.9418434 NA 7.7151809 14.0478817 2.8022966 8.0141801 13.6219720 9.8904175 5.4605034 6.8791078 9.5538358 10.6745819 10.4935992 10.6304283 11.4850714 11.3108295 8.2159198 9.1264724 9.5975198 10.9624784 9.7230988 4.1598471 5.1773318 -1.1976000 NA 8.9659415 10.1994316 9.3051237 8.0430831 10.2919542 11.8602836 5.8022915 9.4506494 6.1242206 12.3384176 10.8861036 8.7001373 5.5571803 11.2324830 13.0538482 12.0583531 9.5527225 5.2880410 10.4988248 9.6264550 12.2997695 9.2941449 10.7884894 9.8218825 8.7579416 10.8096696 5.4887913 7.7709585 7.0784166 8.1576430 11.0792886 10.6849808 8.4644261 4.4170018 11.5760492 8.9095088 10.9750318 9.3881932 10.1465878 10.2190894 11.8732513 10.1983614 7.4206769 -1.1976000 8.6602730 6.8950493 9.6971095 9.5828316 10.9917643 9.2565911 7.7506588 10.0001228 7.6910351 1.8022759 7.4206769 2.5027379 1.1241958 5.8466864 0.8023173 10.4220533 7.3140448 7.6096471 10.0436792 5.4650668 -1.1976000 11.1743407 10.5958951 10.8456610 10.8960395 8.6160731 8.5078034 6.4271972 10.2509244 11.6813007 11.1675207 10.0655610 11.1824823 2.1242289 8.0214603 -0.1977654 9.9134276 8.8616363 9.5216807 9.9602703 13.5581183 14.6291879 3.4461503 10.5403841 10.1767880 0.8023173 4.9921158 8.9134274 1.1241958 NA 6.4533431 7.8022921 14.3248121 10.7389298 7.6878970 9.0031904 9.2555626 11.3816078 8.2369202 9.0686098 11.3392675 -1.1976000 1.6096604 10.1371237 9.6422830 7.3061173 5.1060719 11.4137778 9.6955934 11.1512965 9.4101399 9.6176752 10.2211986 7.0456559 3.6075789 10.8463444 -0.0012816 -0.0012816 0.0088920 -0.0063800 0.6623200 0.6760400 -0.0296140 -0.0110600 0.0540910 0.0540910 0.0540910 0.0540910 -0.0012816 -0.0012816 -0.0115550 0.0000000 -0.6952300 -0.6952300 -0.6952300 -0.6952300 -0.6952300 -0.0063800 0.0311550 -0.0143660 -0.0088526 -0.0088526 -0.0147780 -0.0078863 -0.0078863 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 -0.695 0.000 0.000 0.000 0.671 0.671 0.000 0.000 0.000 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 0.615 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 -0.695 0.000 0.000 0.000 0.671 0.671 0.000 0.000 0.000 0.651 0.000 0.000 0.000 0.000 0.000 0.000 11.255048 11.778677 11.682832 10.348222 9.385375 11.993968 4.446150 4.261726 7.838465 2.709180 12.478028 8.890444 8.778140 8.364076 7.956578 8.837091 11.397782 7.265817 10.539539 9.062035 8.805107 8.837476 10.247695 7.622471 7.290132 11.935916 13.601978 9.999508 10.162590 1.124196 8.684935 7.446148 10.063799 10.876099 11.366918 9.306118 8.977218 6.921233 10.017825 7.603192 6.835714 9.783859 8.400345 9.196755 8.769518 9.683406 13.053256 8.856218 12.846430 5.180283 11.933506 11.267348 15.397666 11.011745 13.888345 10.798059 1.972215 11.312561 9.665704 10.143255 8.652479 8.700137 9.424344 10.109493 8.979711 11.507274 3.050223 7.314045 14.259397 10.972530 9.026294 5.931574 9.742605 5.031108 11.277772 NA 12.683788 11.078067 10.785642 10.5729558 10.2906342 6.0117461 6.6288407 9.1707984 8.5096511 7.2780256 12.6820608 2.3872522 14.4214228 12.3406020 8.3120670 9.2973173 10.2348337 3.6096486 1.9722147 9.0690783 8.3081033 9.4123939 9.8239659 11.7376411 10.6837882 10.9887156 0.3872522 9.5429160 7.3297685 8.7723977 11.0502194 9.5655043 6.8791078 9.8494157 10.1094926 8.5820114 9.3051237 6.8897546 11.0792886 11.2140676 1.6096604 13.0008903 12.7362591 10.9189607 10.0001228 8.5803690 10.3947488 10.6811092 11.7026172 10.4649246 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 1 1 5 2 2 2 2 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 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0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.075084e-06 4.855218e-07 NA 10.2512163 9.9756320 7.5086758 5.5588615 10.1913287 5.9198144 -1.3115063 -0.9553960 3.4958486 8.3941291 10.0797405 5.5953873 5.9364236 10.6210808 11.8398306 9.6934195 10.4172677 11.7634745 2.5953843 10.4181176 9.0526316 10.1350633 10.7940781 8.5726673 8.4698567 5.0283481 8.9796676 9.2488296 11.5594395 7.6878487 6.2809545 -1.3115063 NA 9.9003852 9.7478414 5.5213869 7.3714918 2.9364212 9.4358507 9.5901181 9.2706390 7.5213869 0.2734562 11.0965612 9.0936383 10.1687822 10.8693384 3.0808111 10.4583347 NA 8.2621442 10.9325633 3.0104218 10.7488551 10.3850298 7.8022391 -1.3115063 10.7493380 10.6866959 9.5292748 7.7970214 4.2120557 -0.3115063 9.6103378 7.9762095 10.7056533 1.2734562 5.6771812 9.1520214 1.0104218 10.0182932 9.1933159 6.4566813 12.1578373 11.6172003 9.5316327 10.8222813 10.4375283 16.1494487 NA 8.0957646 10.6032557 4.4958486 7.4164175 8.0765142 6.5150454 1.2319853 11.5028791 11.1753319 10.1350633 9.5665479 1.6884937 5.1803508 9.6383237 7.9785160 8.1314403 9.1283277 9.5213869 10.6426932 6.5893635 14.3252065 -1.3115063 -1.3115063 4.7970234 10.6107096 7.3573822 8.8534038 10.6499465 6.5086758 NA 9.4274335 7.4366899 10.5502236 7.8758489 10.9277971 8.3889364 NA 3.6426900 -1.3115063 12.0327928 7.8634225 9.3967187 4.6657793 9.4723137 8.0104252 8.0548192 10.4804737 8.3609221 2.8584187 7.5650137 4.0808111 9.0925740 -1.3115063 NA 8.3413418 9.3296454 10.9269016 8.3013654 10.1058220 9.6593218 10.6155341 1.0104218 10.3337049 8.7799324 9.3123784 3.5701593 9.8844842 5.5953873 NA 8.6162750 14.2212789 1.6884937 10.6192343 12.8627984 9.5205957 4.1803468 6.6542809 11.0765142 10.6437835 10.0487953 10.4869687 11.3006742 10.8521466 8.4010237 8.3377530 9.3802405 10.8222813 9.3898987 3.5953843 -0.3115063 NA NA 9.0294595 10.1126631 9.4308063 8.1923224 10.1018763 13.1998172 3.0808111 9.7950599 5.4958518 11.7609645 10.4324897 8.8344290 5.1962923 11.1748291 12.2461999 11.4839278 9.0250033 3.8475560 10.3728072 9.9209178 11.7599592 9.1763370 10.3373038 9.5703756 9.4723137 9.1095097 2.5953843 8.2772116 6.5953873 8.2140179 10.7636417 11.0347031 9.1687518 2.8584187 11.6326599 8.8820221 10.9842658 6.7328905 9.9316708 10.1345463 12.2206093 9.5078777 6.3749977 NA 8.2958272 6.8534044 10.0149264 8.2734595 10.7869304 9.0989482 6.9692679 10.0070397 8.2218268 1.8584187 6.3323535 3.2120557 5.6422279 5.2583531 -0.3115063 10.6459617 7.4796598 6.7383450 10.1382955 5.3323535 NA 10.8810979 10.5799009 11.0545458 10.4768074 9.1158097 8.8203539 5.8103403 10.7502056 11.3815482 10.7028662 10.0792033 11.7988170 1.0104218 7.9646210 NA 10.0092975 9.1241671 9.3906696 9.5347707 12.6566236 14.5563306 3.8177767 11.2953647 10.0143645 NA 3.7328878 7.8508882 NA -0.3115063 6.3538332 7.0104252 13.9613453 10.5669310 7.4265893 8.4265893 9.1116128 11.4859558 8.2469177 9.1767890 11.1448513 2.7759566 0.6884937 9.6969255 9.4147150 7.7464888 5.0104263 11.3139774 9.4450531 11.1108245 9.4104505 8.4616362 10.2149961 6.8979507 4.2427778 10.4649299 0.00163380 0.00121000 -0.00180140 -0.01505400 0.55904000 0.24716000 -0.00512270 -0.00830050 0.07311500 0.07311500 0.07311500 0.07311500 0.00603130 0.00603130 -0.00054603 0.00000000 -0.57966000 -0.57091000 -0.57091000 -0.00180140 -0.00180140 -0.01505400 -0.00083160 -0.00512270 -0.00353510 -0.00353510 -0.00830050 -0.01009400 -0.00069303 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 10.517823 11.835543 12.011833 10.298599 9.759959 11.831561 4.595390 2.147925 7.622187 3.973896 12.585397 8.939257 8.082960 10.903654 7.949957 8.994559 11.829327 7.476400 10.644510 9.649223 8.359153 8.523000 10.013555 7.931671 7.314206 11.369296 11.771311 9.6722031 10.2017310 -0.3115063 8.3802403 6.8684065 10.0624496 10.5920022 11.2830548 9.4902053 9.5014764 6.6828500 9.4575081 6.4632840 6.8331557 9.2743984 6.8783219 5.4829128 9.3697354 8.9411624 12.3848125 8.5086758 12.8368940 6.1707803 9.6147928 10.3706136 15.5825449 10.9611267 14.1728163 10.8369734 2.0104218 10.8627984 10.8708912 10.4657522 8.7983276 8.8344290 9.2061663 9.9494165 10.7437793 11.6693505 1.2734562 5.4164175 14.4454362 11.1285874 9.4265891 6.8881697 9.0138022 -1.3115063 11.3999487 NA 12.7616343 11.3982205 10.8640464 10.6210808 10.1350633 6.1231261 7.5086758 9.0786659 9.1783449 6.4433845 13.2410939 1.8584187 14.5157900 11.9931334 8.5261248 9.4987553 10.3036667 3.5464747 -0.3115063 9.4044589 9.1438240 9.4910133 9.7525660 11.5002730 11.7621364 10.7475033 0.2734562 9.3413418 6.6013860 8.8758489 11.2308033 9.5650139 3.0808111 10.0662497 10.1147616 8.3538327 9.4308063 5.8881685 10.7636417 11.2240153 -1.3115063 13.0007417 12.7700635 10.8321990 10.0070397 7.6657765 10.8512029 9.9227155 11.9741852 10.2173563 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 5 2 3 3 2 3 4 3 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 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 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.6623351 11.2012124 6.3183819 11.0666773 NA 8.3661342 11.1003461 3.2960168 11.7674346 10.0944852 8.4482981 NA 9.9807357 10.2319114 9.4168993 7.8544340 5.7306427 1.4659222 9.5837257 8.2875351 10.5130623 -1.7041594 6.4907707 9.4071490 8.9999169 9.6645198 8.8156497 4.6883314 11.7413206 12.8371100 9.5837257 11.5935029 9.4565152 16.4205689 NA 8.4671902 10.3138657 4.2960168 7.3512962 7.3754982 7.3128213 0.2959581 11.3988093 10.9324114 10.7209670 8.8047986 3.1539998 4.0773712 9.3328739 8.7106987 8.0222313 9.7798292 9.6486087 10.5566389 7.0542364 13.7332128 1.4659222 -1.7041594 5.6269297 10.5436443 8.2399932 8.9443709 10.0307230 1.4659222 -1.7041594 10.1133968 7.7138662 10.4495844 7.2443810 11.4206194 8.6280500 NA 4.8506044 NA 12.2093703 8.0290288 9.2156216 4.2029035 10.2814996 8.3225371 8.0205272 11.3691508 9.6942226 2.1033634 7.9162330 3.3404056 9.5048573 NA NA 8.6513646 9.3314999 10.3701549 8.3156043 10.5929296 9.5779435 9.9934154 0.6179567 9.9349018 8.6883307 9.9600917 4.0773712 10.3556959 3.2502037 -0.7039244 7.4533604 13.6577173 2.6883370 7.7757940 13.4970652 9.0213798 4.4858390 6.8117138 9.5151820 11.1792294 10.1407191 10.8863666 11.3282141 10.9040372 8.7838534 9.3176873 9.1763622 10.9189804 9.3990192 1.2960168 1.7554431 -1.7041594 NA 8.8696605 10.8154040 9.6134259 7.4304400 8.6379101 10.1205745 4.4045353 7.8176137 5.2960132 12.2509367 9.8525195 9.1281122 5.5814145 11.5638242 12.7690849 10.7035467 8.6596663 1.5256179 10.1446363 10.0761430 11.1938588 9.3874487 11.3595770 9.2672839 8.8912709 7.7348051 1.1033969 5.1539958 7.4097558 8.1049777 11.0469297 9.9626147 7.7519363 1.8809597 11.3970042 8.5212208 11.7166316 9.4734330 9.5254331 9.6688784 11.6117290 9.8510817 6.1847564 NA 8.2414574 7.1161921 10.1061833 9.5439409 10.7427452 8.9551175 7.9180654 10.3047921 8.4006122 1.1033969 5.8117125 3.4252982 1.6179567 4.1539917 1.2960168 11.0814659 5.4659386 5.9033444 9.6397544 5.8901135 -1.7041594 11.0154022 10.2782940 11.0886004 10.4514641 9.5397825 9.3822559 6.8175747 10.7510837 11.0798301 10.5744629 10.3458619 12.2664788 2.8195660 7.8996397 1.1033969 10.0379016 9.0273324 9.2014003 9.8739142 13.4720696 13.4449268 0.6179567 11.2131990 10.0315694 1.7554431 3.7222802 8.1663780 -1.7041594 2.5439412 7.4584050 8.1033681 15.0747964 10.7117551 8.7064646 9.3321870 9.2118927 11.2682752 8.8592096 9.0621695 11.1093938 1.7554431 3.1539998 9.8457980 9.4194881 7.3861255 6.4659386 11.4807338 9.4703150 11.2485727 9.2682753 7.5224254 10.5021120 7.1446368 5.0618151 9.7641283 0.00527490 0.00527490 -0.00552870 -0.00395920 0.20824000 -0.01189700 0.00000000 -0.00013862 -0.01325100 -0.01325100 -0.01325100 -0.01050800 0.00319100 0.00319100 0.00527490 -0.00401620 -0.37887000 -0.37887000 0.00930980 0.00930980 0.00930980 -0.00395920 -0.00263220 0.00000000 0.00388540 0.00388540 -0.00013862 -0.00069303 -0.36861000 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 10.140719 11.903922 11.049857 9.890804 9.766164 11.868240 7.351296 1.755443 8.014341 5.414954 12.708980 8.838987 10.140327 10.027676 8.459739 9.158651 11.633078 6.635863 10.597795 8.332187 7.984263 8.967891 9.753702 7.963125 7.642527 11.167919 13.105581 10.4409902 10.3110799 -1.7041594 8.5986522 7.7574927 10.2021524 10.5636779 11.7420628 8.3404074 9.3761647 7.4759223 9.5439409 6.3072409 8.9061155 9.9577914 5.9470653 5.8195762 8.8819148 9.7085832 13.1087422 9.2487547 13.3794512 5.3324072 11.2341227 11.2387112 16.1283843 11.8034364 13.7625679 11.1001444 0.2959581 10.2066562 10.9611272 10.7712402 9.3728289 9.1281122 8.9577916 9.8346874 11.2944275 11.5197075 3.9684410 4.7389569 13.5311922 11.4941515 9.9899359 6.8620670 9.5230275 NA 11.3607562 -0.7039244 12.4696125 11.7113525 11.1279144 10.7931168 9.9724114 6.5486786 5.9180642 9.0757326 9.1485429 4.8195762 12.7668425 2.7554431 13.7543239 13.3392116 8.5344181 8.7855705 10.3065415 5.9542242 0.2959581 9.7681966 7.6134263 9.5200152 9.7787406 11.4181943 12.2290585 10.0171125 1.7554431 10.6311246 8.8047986 9.0977217 11.1974460 9.9321848 2.2029192 10.1927242 5.4659386 8.2223095 9.6134259 5.6088950 11.0469297 11.4872269 -1.7041594 12.8985963 12.4752227 10.5863203 10.3047921 8.0822832 11.3070659 11.5759141 10.8622483 10.7043803 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 1 3 2 3 1 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.2604975 10.7708792 10.3108012 7.1573752 6.5975044 9.7736338 10.1367587 1.3244650 0.7177367 3.7395241 8.1167333 9.9000243 5.6820367 5.2152554 10.7951440 12.3654597 10.0150651 10.0415903 11.8096436 1.3244650 9.8918075 9.4181227 10.3093782 10.4247095 8.7338759 8.3468528 7.3977345 7.9850751 9.1457276 14.2261377 8.3353211 5.5468790 -0.2604975 -1.2604975 10.0074798 10.3375752 4.1318364 7.0341431 4.1318364 11.6888022 9.3291738 8.7701898 9.5810870 4.3244866 11.3799935 9.7605026 9.3282373 10.7218033 7.5724130 11.4584836 -1.2604975 8.3017650 10.9231580 4.3833794 11.3060524 10.4801466 7.5628896 -1.2604975 10.4651573 10.4316891 8.5936742 7.8790741 7.2902696 2.4399688 9.9707438 8.3338472 10.2571921 1.7395025 6.3905748 9.7189479 1.7395025 9.3329138 11.7203762 7.0926694 12.0700950 12.0462964 9.3959475 10.9200534 10.6460375 15.3214734 -1.2604975 8.7934485 9.2815872 4.5975014 7.3468532 7.8968694 8.4030806 2.0614652 11.1811700 10.8378837 9.7437432 7.2747984 4.1657914 5.4537678 9.5573057 9.3366440 8.5660712 9.6739507 9.5620934 10.5795137 6.7053075 13.4281554 3.4399688 NA 5.6820367 10.5901002 7.9898208 9.2233383 11.5694435 3.1989498 NA 9.6546550 7.9219171 9.8532061 9.7591134 11.1331812 8.5708299 NA 7.6129665 1.7395025 10.7622372 7.6761609 9.5628900 3.7395241 10.6091165 8.7125026 8.3579082 10.6878899 8.2050890 3.1318364 7.7110660 3.9874482 9.1647385 -0.2604975 NA 8.9194319 9.7798124 9.6606197 8.2689532 10.4386613 9.6006095 10.3093782 2.6464161 9.8249952 7.6434046 8.9379675 3.0614479 10.1129315 2.6464161 -1.2604975 6.6037094 13.7354223 5.1657874 6.3468523 11.6064152 9.9904132 4.7839176 6.1657874 8.8349197 10.9305818 9.7430406 10.8993939 11.7439731 11.0441592 8.4416955 10.1938219 10.2137356 10.8388705 9.9934587 5.4399622 -0.2604975 0.7395025 NA 9.5557063 9.7282073 9.5803006 7.9391948 9.8263621 12.5437545 7.9243980 8.7521471 6.3833794 12.5104962 10.5225208 8.9156957 5.6937183 11.4451550 12.7094487 11.2825545 9.2323773 4.5688651 10.3842802 9.7274971 11.8057800 9.5428465 9.8296351 9.0726780 9.1264629 10.0004422 4.5724107 7.1699751 8.1720644 8.2650435 11.6647062 10.8218946 7.9105492 3.9094467 11.2645540 8.5274250 11.3558417 7.9243980 9.8899045 10.0937720 11.2660219 9.8899045 7.2979434 NA 8.8816298 6.9342794 10.3060525 8.9131997 10.7918360 9.3624896 8.4451552 10.1366624 7.4809897 3.0614479 8.7784415 5.0970756 4.7834776 3.9094467 2.0614652 10.7042245 6.0156470 7.8375548 11.0938133 5.9798379 -0.2604975 11.0413046 10.4145975 11.0098180 10.6456616 9.1467904 8.9303967 5.8918080 11.0418760 11.8261565 10.7712239 9.8513104 11.2142426 2.8269857 8.2071281 0.3244650 10.0226110 8.0637030 9.1552645 9.7549378 14.1862506 14.4776149 3.1318364 11.1099376 10.2004904 -1.2604975 5.1489138 8.0659519 -0.2604975 -0.2604975 7.1318405 7.6313066 13.9285750 9.9904309 7.8892697 8.9256369 9.2738254 12.1927933 8.4137151 9.0624874 11.1036573 4.2313786 1.7395025 9.7852823 9.4606218 7.2627319 7.8993938 11.4539828 9.4181227 10.8522879 9.3001516 8.0793728 10.8119903 6.8056123 3.9046286 10.2193029 0.000000 0.000000 -0.419700 0.033267 0.042732 0.035806 -0.349730 -0.078544 -0.057520 -0.057520 -0.057520 -0.057520 0.000000 0.000000 0.000000 0.011958 -0.419700 -0.419700 -0.419700 -0.419700 -0.419700 0.033267 -0.064777 -0.349730 -0.166120 -0.166120 -0.078544 0.336100 -0.272000 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 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13.795926 11.112388 9.855867 7.575573 9.660620 0.324465 11.140936 NA 12.798783 11.224756 10.970744 10.795144 10.309378 5.816339 6.070439 9.076029 8.875232 7.924398 12.812150 2.198966 14.134588 13.075611 8.698075 8.297197 10.440396 4.097071 -1.260497 10.009818 8.953842 9.313170 9.834801 11.888635 12.417242 11.872344 1.061431 9.279651 6.566071 9.103657 10.772257 9.768119 1.909466 10.345928 8.474232 8.077145 9.580301 6.309378 11.664706 11.735466 NA 12.400187 12.613255 10.465741 10.136662 8.583444 10.443426 10.447313 10.797751 10.224441 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 not hispanic or latino 105.52.0 NA NA 3 3 2 3 3 4 3 4 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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4.6251360 8.4868258 8.0786840 3.5590512 6.4659386 10.4764199 12.1053394 8.2681316 10.7065708 11.4631179 2.1440137 9.7151310 8.9481415 9.9319129 10.9451797 9.3321870 8.7277200 6.3072409 7.6034416 9.1820146 13.6321048 8.4414158 5.8988976 NA NA 9.9116431 9.6358634 3.6883259 7.5897148 3.3664062 12.6808241 9.6960389 9.1626740 7.7854603 0.8809597 11.7456263 8.9663157 5.4170288 11.6734408 5.2594872 11.3061918 1.5590512 8.5604559 10.5295132 4.7488744 10.9146742 10.7195495 7.6753918 4.1440137 10.5208375 10.3536383 9.5222618 7.8877227 5.2594872 2.3663922 10.0112890 8.2367676 9.9373426 2.0184917 7.0865248 9.8093463 4.2869698 9.0081964 8.4538657 3.1440137 11.6135707 10.9494855 9.1865818 11.0720351 10.1169900 14.7909815 NA 7.2937576 10.3080791 4.6251360 7.2136836 8.0388279 6.7878660 3.0184739 11.0821196 10.1155539 11.3674087 8.4674405 2.1440137 -0.4410467 9.4897852 10.6494911 8.2577522 9.1049777 9.5800277 11.0115464 6.5420413 13.2432485 6.7636187 -1.4410467 NA 10.5320276 8.2801472 9.4621765 11.0683280 -1.4410467 0.1440464 8.3824152 7.7709361 10.7340515 7.5132444 11.3935188 9.3966756 0.5590512 9.4629296 4.2594909 9.2464235 7.7289728 9.4546232 6.1956724 10.3712252 10.2724343 7.7660624 10.6109364 8.7685013 4.0826089 7.4201346 6.6831687 9.3131003 1.5590512 NA 8.1847568 9.8034116 10.1970311 8.6557629 9.6451839 9.3672077 10.2472981 1.3664201 10.2092020 10.6007069 9.9083290 3.2594834 9.6048075 0.8809597 0.8809597 7.2490461 14.0952343 7.4719369 4.4897870 9.3542758 9.7824462 4.9340871 7.1174686 8.2971400 10.8319691 10.0914038 10.3792267 11.8419407 11.3032509 9.6465106 10.7324126 8.0408470 10.9923724 10.5866429 3.9853092 4.5814175 NA NA 10.0962662 9.2920632 8.9088819 8.0327538 9.4072716 8.7745809 4.4170288 9.8004352 5.0826089 11.4595373 10.2984065 8.1938590 3.6883259 11.4871960 12.0833446 11.9087437 9.0835894 2.3010608 10.0092280 9.9105392 11.8272974 9.1865818 9.1755967 9.6643015 9.8490666 9.0767173 0.5590512 7.7138662 6.4107973 7.1992925 10.8267124 10.5559943 6.9809861 1.1439811 11.9778228 8.9330004 11.1808708 7.8490666 10.0786840 9.7389569 11.6039542 10.1797259 9.2208259 NA 7.4324918 6.3728285 10.4565151 8.6197439 11.0094523 9.4621765 8.6544448 10.0568997 7.2869680 0.1440464 5.0668426 2.3663922 3.0826174 2.7289653 1.3664201 10.8579696 4.6675743 6.1737571 11.3140897 8.2700434 -1.4410467 10.9739972 10.2581864 11.4162513 10.1411898 9.2190436 8.8114177 6.2421833 10.4782836 10.2411646 10.6973196 10.4934758 11.4066924 -1.4410467 8.4416910 NA 10.0573984 9.1561693 9.8205551 9.2323569 11.4912626 10.9996575 6.0509000 9.7049800 10.7818427 NA 2.9513640 8.9275543 -0.4410467 NA 6.6570797 8.5841872 13.9523042 10.4749272 7.4838601 8.3728289 9.7075244 11.1076289 8.7525733 9.6943595 10.7299117 5.5363265 2.8069839 10.1788092 8.6753918 7.1663780 9.1874934 11.5967663 9.4771657 10.7182884 9.9437398 5.4538665 9.7017930 6.5420413 2.4659484 9.5569329 0.158710 0.158710 -0.453320 0.035061 0.137570 0.027879 0.022825 -0.022371 -0.137460 -0.137460 -0.137460 -0.137460 -0.579230 0.158710 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7.997839 10.579681 7.006131 9.902234 7.561863 7.453866 9.711333 7.206506 4.728971 6.513244 7.376032 13.008906 9.093351 13.188120 7.011289 10.584533 10.929463 16.075371 12.546845 13.737285 10.843583 1.366420 10.690905 7.962060 11.788467 9.073762 8.193859 9.403754 10.590060 12.127954 11.648664 5.536326 6.423234 14.137005 11.181786 10.265112 6.471937 8.157100 NA 11.122244 NA 13.053841 11.849048 10.672790 10.4764199 9.9319129 7.1626743 8.4942128 8.2852658 9.1231972 7.3887707 11.8865906 0.5590512 12.6179697 13.6668370 8.4278705 7.9925917 10.9596604 4.2029035 NA 8.8696605 5.7488718 10.0357941 9.0865248 11.7663672 13.1470011 9.6734409 1.1439811 9.7818428 4.8444509 9.3005148 10.1430708 9.5384730 4.1136338 10.8525194 8.6518048 5.6358646 8.9088819 1.3664201 10.8267124 11.0879902 NA 12.0069059 12.6480844 10.3493964 10.0568997 7.9121948 11.1981624 10.4363320 11.1841448 8.9223614 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 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13.5396071 9.2546824 11.0746578 9.5173517 15.1318006 2.5920862 8.1700923 11.2645079 4.3179046 7.9631053 7.6161570 6.9414914 0.4766409 11.2895848 10.0350260 11.9338152 7.5100283 3.2839662 1.4765891 9.3531223 8.9550378 8.0489898 8.9401297 9.1144378 9.8888222 6.9028695 13.6573433 5.4915549 NA 3.8458413 10.5609708 7.8746365 8.8179388 10.8396450 NA NA 10.0356636 7.1010964 11.1818403 8.9671219 11.3189557 7.6398356 NA 6.0311945 2.2135650 10.2801983 7.2796598 8.7449525 5.7620086 10.0445613 9.2158235 7.8164551 10.6897096 9.5720023 0.4766409 7.1156440 7.1724135 8.9374024 5.1584299 1.4765891 8.5938154 9.1276570 10.2436862 8.3612845 9.9257540 9.9590772 11.3612847 2.9791108 9.7284821 6.3345862 10.1360066 4.2491950 10.2850333 7.2579648 NA 5.5498540 13.6091051 3.8916428 7.3551669 10.3351045 7.9028701 4.8916428 5.8341575 11.3309543 11.0830105 9.5155242 11.1077824 11.7579558 9.9929620 8.5693624 10.8835189 9.2967843 10.5246380 9.2782490 2.7985275 6.3510753 NA NA 10.2242389 9.3063281 10.1204615 7.7118218 8.8868306 12.4932975 3.5354931 8.5246381 5.6058884 11.2420296 9.5972753 9.3084403 4.9791062 11.2084900 12.0548207 11.5386515 7.4073426 3.0167994 9.9070578 10.1354119 10.5591979 9.4906259 10.5667178 10.5933824 9.2067924 8.0413898 2.9791108 8.6779123 6.7620072 8.2314929 11.3739466 11.7525630 6.5310196 2.3510629 11.6233861 9.5929494 11.6387868 8.1513860 9.5200884 10.1270588 12.0980467 10.4098042 6.5711231 NA 8.8559838 7.1862638 10.0279932 9.2101857 10.2999407 8.7387003 7.8660573 9.8867033 8.4971225 0.8916525 4.7496254 2.0615688 7.6396677 4.4766085 2.0615688 10.8501955 5.8574262 6.5920832 10.7294718 6.8341575 NA 10.5622991 9.7418296 11.4838663 9.6398358 9.0876302 8.8458391 6.4190416 10.6585858 11.1945673 10.6360562 10.4985107 10.8926991 -0.1084253 7.5282673 NA 10.1753100 10.3100225 8.9028701 9.2882476 12.6901146 12.9101908 4.4152043 10.4235116 9.8937546 -1.1084253 3.8458413 8.3934801 0.4766409 -1.1084253 7.2403706 8.2818118 14.8863277 10.6041741 8.6058884 9.4033956 8.8000353 11.3934800 8.9360369 9.5234292 11.3171210 2.7985275 1.8916525 8.8326904 9.2645078 7.6893041 7.8400100 11.4548391 10.5054323 11.3706652 9.1419413 9.4200969 10.6255056 8.0337500 4.1707423 9.3944747 0.000000 0.000000 0.151290 -0.103090 0.362150 0.327210 -0.042788 -0.099736 0.012795 0.012795 0.012795 0.012795 0.000000 0.000000 0.000000 0.107890 -0.395420 -0.395420 -0.395420 -0.395420 0.151290 -0.103090 -0.158600 -0.085703 -0.160640 -0.160640 -0.099736 -0.155030 0.243420 0.000 0.000 0.000 0.000 0.129 0.129 -0.155 0.243 -0.139 0.131 0.131 0.000 0.000 -0.153 -0.153 0.241 0.241 0.000 0.000 0.000 0.000 -0.142 -0.139 0.108 0.108 -0.244 0.151 -0.103 -0.103 0.208 0.362 -0.159 -0.159 0.327 0.327 0.000 0.000 -0.161 -0.161 0.000 0.000 0.000 0.000 0.000 0.000 0.129 0.129 -0.155 0.243 -0.139 0.131 0.131 0.000 0.000 -0.153 -0.153 0.241 0.241 0.000 0.000 0.000 0.000 -0.142 -0.139 0.108 0.108 -0.244 0.151 -0.103 -0.103 0.208 0.362 -0.159 -0.159 0.327 0.327 0.000 0.000 -0.161 -0.161 0.000 0.000 9.920930 11.551416 9.571123 10.043928 9.417164 12.198132 4.798533 3.698996 7.026070 6.257965 13.212373 8.745373 12.875794 10.883742 8.108389 9.130047 12.061568 5.925067 10.763933 11.017379 8.893051 8.561130 9.428541 7.010584 7.158429 11.132732 13.281879 10.4747256 10.3874978 0.4766409 8.7970298 7.6431866 10.8171973 9.7788635 12.0682835 8.8674906 10.1712534 8.0986569 9.6135965 7.8831644 6.9028695 9.6280447 6.9577324 6.3754583 8.4033956 9.8231191 13.6843315 9.3073846 13.8411504 5.1311944 11.1735728 11.3042127 15.3179731 11.9404702 14.1089190 11.7239395 1.2135650 10.1004868 9.5929494 11.3986941 9.0615678 9.3084403 9.6523628 9.8030349 12.5142667 11.9845651 6.5781432 5.3510735 14.1085940 10.7811468 10.2704795 6.4840995 9.2634194 -1.1084253 12.1007915 NA 12.7840908 11.5951095 10.8538159 11.1413489 9.7189856 7.2180720 4.8916428 8.4230243 9.7735215 5.4462331 12.5471691 2.0615688 12.5126644 12.2771008 8.7371327 8.7436728 10.1543250 5.1770447 NA 9.1560854 7.7402658 9.9876990 10.0292744 11.1654384 13.3894323 10.3515867 0.8916525 9.6933512 7.5282673 8.8660573 10.9506492 9.5851299 6.7985340 10.3869982 10.4906258 8.1908509 10.1204615 4.0209288 11.3739466 11.4452721 NA 12.7061252 12.7010090 10.0502524 9.8867033 7.6093191 11.3389844 11.2707504 10.4606677 10.1721991 TCGA-CJ-6030 65 1 2299 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 105.52.0 NA NA 3 3 3 2 3 4 3 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 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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10.03289841 9.79164707 6.28668343 7.62409285 3.73134619 8.79796073 9.48948855 9.72196933 7.38781486 3.83322407 12.31190384 9.71809050 9.50372141 12.38920957 7.79375480 11.06640999 -1.62637963 8.83322629 11.17893376 4.81673793 12.91180152 10.69797506 8.19077830 1.69572662 10.00392515 10.34381408 9.64467379 7.99950342 2.54371858 2.07423139 9.89686639 8.67757519 10.15556407 4.07423139 7.62646031 9.37129160 3.76610747 9.58385695 8.85660263 5.15515419 11.27293614 11.45943295 9.20272429 11.14342575 10.37520270 14.76483667 -1.62637963 8.72583793 10.00041612 4.50307518 7.79375480 7.93221534 6.75317262 1.83321395 11.25031145 10.09660211 10.11230905 8.05503293 3.07423139 0.69572662 9.52036312 9.80529213 8.36673267 9.33957880 9.68894403 10.63353774 6.74448136 13.05305467 3.28068912 NA 6.25031168 10.59023728 8.14693366 8.77253826 11.38781497 0.37384306 -0.62615694 9.42364309 7.94744174 10.84843336 7.72030857 10.85508944 8.73134653 -1.62637963 6.62645958 -0.04126866 11.37959448 7.30748499 9.62764204 7.37941909 10.69318436 9.12198749 7.71364427 10.70443134 9.13118457 2.46126661 8.32507919 4.78318422 9.46390686 1.95876845 NA 8.68440745 8.70471153 9.90566333 8.58811382 10.57408012 9.48427773 10.27993356 0.69572662 9.85761032 7.73354416 8.66394016 4.28068170 9.62112879 1.69572662 -1.62637963 6.80424721 14.04326093 7.18757576 11.03445902 11.99458708 9.22632404 5.43988240 6.56855204 9.88406426 11.12282592 9.63059295 11.44659706 11.98930118 11.18235655 9.17307620 10.06858765 9.70190837 10.86012681 9.65527830 4.04622038 2.54371858 -1.62637963 NA 9.90858372 9.92790371 9.36673289 8.27012710 9.54454586 10.47741020 3.07423139 8.51845291 5.52354314 12.27814689 9.50693670 9.00041612 4.88159121 11.60786346 12.29461256 11.72127746 8.95593638 2.05300704 10.35750076 9.58324791 11.68113767 9.76718501 9.60621549 9.47314236 10.00905921 7.91295339 3.69572662 8.78636439 6.85761032 8.08975660 11.32635375 6.62679101 8.11330512 2.46126661 11.24992769 8.10511337 11.23332931 8.02484601 9.86464535 9.94175058 11.59704207 10.08761055 8.53240424 -1.62637963 8.38920971 7.24415925 10.76503807 9.12450159 10.73802223 9.13866602 8.60621531 10.43212459 8.38082164 -0.04126866 6.95499539 3.41818995 4.97370770 2.89735661 -1.62637963 10.04975150 5.29265661 6.52861195 9.81621969 6.94410528 -0.04126866 10.83629681 10.43415271 11.20688225 10.61309465 8.94365003 8.87306232 6.23463352 10.77066687 10.51398523 10.67529073 10.30490137 11.38134746 1.54374332 8.81466353 NA 9.93508252 9.05327455 9.01403945 9.42839891 13.60347706 13.26538838 3.28068912 10.19676366 10.76584359 1.83321395 4.71114796 8.32507919 0.37384306 1.18116617 7.07423461 7.66381353 14.70311787 10.52735922 8.36673267 9.01765082 9.24184543 11.25184541 8.90029384 9.41939731 10.95475968 1.95876845 3.62172370 9.69853764 9.49468041 7.02125318 4.92838454 11.49030091 9.57591831 10.99080273 10.08514750 7.47182638 11.04621983 7.16821078 4.67391818 10.10341528 0.02043200 0.02043200 0.01056400 0.00747690 0.05366400 0.06680200 -0.39397000 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10.984589 12.362745 10.5286126 10.3060093 2.7661075 8.6335377 7.2317751 10.2648187 10.3170419 11.6429212 8.2066847 9.9412754 6.9245418 9.3177744 6.5832483 9.8894944 9.6974123 6.2926585 6.3794182 8.6323606 8.8736404 13.2391412 9.1361765 12.7382028 6.2924781 10.9073676 10.5917522 13.9396106 12.3395788 13.1797399 10.6792863 0.9587313 10.0554721 8.3737944 11.0830937 8.9369909 9.0004161 9.3766095 10.2893004 11.9524031 11.2485819 0.9587313 4.7313462 14.0715703 10.9937852 10.2224175 7.3989343 10.2181080 -0.6261569 11.3760821 NA 12.9701008 11.4297378 10.9632116 10.74393700 9.91827605 6.57346693 6.14197836 8.83322629 9.14940469 5.70471153 12.39380561 2.37378739 14.14009048 13.46576701 8.66150699 9.25171507 10.17064529 6.65919675 -0.04126866 9.72418128 8.07596736 9.47248452 10.05195444 11.78689350 13.02898979 9.97417206 1.54374332 9.95781741 7.84140018 9.20826558 10.80293966 9.59296301 3.37380131 10.80790146 4.98850292 8.60621531 9.36673289 2.54371858 11.32635375 11.74420950 1.18116617 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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 3 4 3 3 4 3 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 5 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 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5.0760930 1.7068620 9.4134530 8.4765154 10.5213545 1.5369481 6.1951468 9.7043541 1.7068620 9.8526517 10.3875137 6.4011219 10.4303210 12.6590360 9.2809289 10.9399481 10.4871275 15.9301254 -1.4631513 8.7884185 8.1789880 4.5813332 7.3182961 8.2682552 8.3650726 2.3442888 11.1541739 10.9179382 10.0809345 7.4317542 4.0604971 1.9963526 9.9173971 8.7548938 8.6467668 8.8689725 9.9222593 10.2442952 6.8543485 13.5137686 2.7068620 NA 4.5593021 10.7741460 7.7218115 9.0136822 11.1619599 5.5813302 NA 9.5091978 7.8060630 10.8982466 8.9260297 11.1626449 8.8200245 NA 7.0407620 0.1219437 11.2916148 7.6217442 9.5369360 0.5369481 9.4018960 8.9705215 8.2750285 11.4245375 9.1105833 3.8223427 7.4103801 5.2234380 8.2750285 -1.4631513 -1.4631513 8.9860846 9.5779107 9.8889794 8.4513212 9.8900829 9.6023522 10.2610235 -1.4631513 9.9070786 6.3182951 9.2040475 0.5369481 9.8616792 0.8588563 1.1218774 6.8223388 14.2055718 7.0838303 9.1368489 12.0279122 10.2181745 4.0604971 6.5758554 10.4812821 10.5823545 10.2067070 10.6539297 11.3742979 11.5256207 8.4287199 8.4940379 8.1105830 10.8734427 10.0452954 6.1879874 10.3622923 0.1219437 NA 9.1010856 9.0297908 9.0867206 8.1312607 10.1297668 7.2199303 5.9547896 9.5041623 6.1067922 12.5981385 9.2674061 8.4983857 4.2648592 10.7353811 13.3811024 11.7225858 9.8486844 2.8186256 10.9238763 9.2792454 12.1625307 9.6809569 9.8734426 8.8566082 9.0982240 10.5077610 4.0287901 9.1644700 6.4073001 7.5397513 11.0501702 9.5130562 7.4879003 4.1807923 11.1825945 7.8745578 10.7645520 9.1387067 10.1897811 9.7366084 11.5009159 10.1676582 8.5127839 NA 10.9650345 6.2442953 9.7919646 8.7218115 10.7792885 9.4241566 8.6841409 9.7972676 7.6866833 1.1218774 5.4911316 -1.4631513 0.8588563 4.4195793 0.8588563 10.4065299 5.9292537 7.2984869 10.9090012 7.0644130 NA 10.9886623 10.4138366 10.9679112 11.0768219 8.2339034 7.3018080 6.3627855 11.0215072 12.0078491 11.0958350 10.0277869 10.4911324 0.5369481 8.7279953 NA 9.7469986 8.6110776 10.2128931 9.6739272 13.7474933 13.6596427 5.9378152 10.8289700 10.6250618 0.1219437 5.7753403 7.8703820 -1.4631513 2.2373802 5.8588638 7.5731094 13.2966162 10.9081682 7.2373754 8.9963676 9.2707987 11.9303265 8.1807923 8.8730968 10.7258339 4.9463285 2.5369481 10.1298602 10.2159763 7.0287890 6.5312894 11.2625153 8.7907834 11.4963947 9.1228376 7.4940379 10.8162564 7.2199303 4.3198708 10.9811745 0.0852750 0.0852750 0.2343200 -0.0371670 0.5906900 0.0035212 0.2275200 0.0063921 -0.0529840 -0.0529840 -0.0529840 -0.0413800 -0.2102800 0.0671420 0.0852750 0.0292380 -0.5643200 -0.5505200 -0.5505200 -0.5505200 0.1884200 -0.0371670 -0.0132120 -0.6581400 -0.3713900 -0.3713900 -0.2142400 -0.0178890 -0.3818600 0.000 -0.214 0.000 0.000 0.000 0.000 0.000 -0.382 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.362 0.188 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.658 0.209 -0.371 -0.371 0.000 0.000 0.000 -0.214 0.000 0.000 0.000 0.000 0.000 -0.382 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.362 0.188 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.658 0.209 -0.371 -0.371 0.000 0.000 11.590013 12.367748 11.211128 10.563460 9.092484 11.839432 4.318295 1.858856 7.661058 4.344289 13.687437 9.119116 11.030041 11.081154 7.791563 7.799031 10.766656 7.202272 10.519930 9.975208 8.205821 9.281492 10.586941 7.632333 7.536936 11.353120 10.982985 10.575855 10.092004 NA 8.661057 6.413454 10.144729 11.498024 11.317271 9.783083 9.284290 6.394917 10.343486 7.087682 8.589504 10.273761 5.858864 5.971564 9.503442 8.048688 12.747455 8.762143 12.048318 7.564151 10.625393 10.939149 15.656049 11.166520 13.258623 10.844991 3.237380 10.780110 8.833852 10.337432 8.813060 8.498386 8.846412 10.434403 9.297656 11.234121 4.291825 6.195147 14.320392 11.043244 10.118137 7.129393 10.069779 2.121911 10.871768 NA 12.849890 10.981351 10.561037 10.4038286 10.2847095 5.5027188 6.6866826 9.0227653 9.0035224 8.0526360 12.7267560 2.9963707 13.1583584 12.7971941 8.4042147 8.7109004 10.3406636 2.1219106 0.5369481 9.3076000 7.8966854 10.0673424 9.8588642 12.2673001 11.0780327 11.6771268 2.2373802 9.0751251 9.4049870 8.9611024 11.1875391 9.3450958 2.1219106 10.1326597 7.8878749 7.5453645 9.0867206 3.3442888 11.0501702 11.2312939 NA 12.7242108 13.4800461 10.1162519 9.7972676 8.7872346 11.4927676 9.5826958 10.6661128 9.9857440 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 3 3 1 1 1 3 2 NA NA 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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7.9134723 7.7437492 7.0480323 7.9199270 9.1377118 12.7394277 7.5190323 6.6322086 -0.8873666 -1.8873666 10.1732681 9.6218524 5.7272834 7.3840351 2.6361258 8.4231848 9.5503243 9.8873592 6.7199021 3.2824991 10.4657190 9.5953802 2.2824991 10.6183838 5.6824272 11.6961251 NA 7.7920523 11.2602541 2.9199312 11.4772540 9.7185147 8.3886967 1.9199121 10.2360211 9.9210176 9.7143431 7.3840351 5.4788942 1.1125667 9.5064988 8.6965952 10.4209112 4.1569628 6.3604995 9.1555995 0.4344548 9.2210967 12.2577083 5.1678557 12.6167724 11.0230276 9.3443933 10.7471564 10.7672083 15.9238215 NA 8.5048897 10.4723217 4.6517291 7.3122449 7.8641162 7.0898519 -0.8873666 11.2155321 10.1967162 10.7687736 9.4739677 1.8130321 3.7564256 9.3195866 8.9191219 7.5283142 9.6267932 9.3060975 10.3338572 7.0638567 13.6039243 0.6975070 -0.8873666 5.5219647 10.4437691 8.1651402 9.3419920 11.0848341 -0.3024041 NA 9.6502759 7.6918880 11.0794327 7.6652414 10.8571958 8.0841158 NA 8.2379857 -0.3024041 11.0538033 7.3509772 9.4390018 3.1125667 10.1352868 9.3085595 7.7272820 11.8891081 10.3085595 0.1126334 8.9126633 4.9454626 9.6193756 0.9199121 NA 7.8319608 9.1617401 10.2648571 8.4734192 11.2912371 9.1867137 9.8519309 3.4344948 9.7640724 6.6862190 9.7868307 4.0898540 10.1153872 0.9199121 -0.3024041 8.1040939 13.8729023 4.9199264 7.0013159 10.2370167 8.6094259 3.0667609 6.4434890 10.0532528 11.5022035 10.0179592 10.8270324 11.6046833 10.5758411 8.5081065 8.7823430 9.8130119 10.4720472 9.0251623 3.3979809 0.1126334 -0.8873666 -1.8873666 9.4843488 9.7990727 9.6757685 7.6262997 9.1405128 8.6918883 5.5471999 9.2793629 4.4345015 12.2766935 9.5534413 9.5806871 5.0433095 11.6429785 13.3361215 11.2266398 8.4613002 2.0870894 9.9122585 10.2447506 10.8597162 9.2424991 10.9635404 9.5893184 9.1752930 9.1610591 4.2000335 7.9053623 7.2799903 8.0433095 11.5879257 12.6067353 8.1939358 3.1569628 11.1167927 8.8147449 11.6048010 8.4129246 9.5091770 9.8861236 11.8323888 9.6994120 6.5005902 -1.8873666 9.0104176 7.4941156 10.0164541 9.1913902 10.4919019 9.0484738 8.2026846 10.0700371 8.4060438 0.9199121 6.0194617 3.4344948 3.9454579 4.3793576 -0.3024041 10.8716281 6.4745155 6.1012572 10.0894943 6.9989085 -1.8873666 10.2063199 10.1195995 10.9590420 10.1763043 8.9990309 9.4440154 6.3878588 10.5593971 11.1363266 10.2921703 10.1661588 11.8256365 2.6975292 8.0254613 -0.3024041 9.6904730 9.8569857 9.1773149 8.9167032 13.1024545 14.6031881 2.4345081 10.8755770 9.9701644 -0.8873666 4.9705546 8.4690243 -0.3024041 NA 7.7528168 8.0492104 14.6803055 11.2681051 9.0081476 8.9470434 9.0187112 11.9401134 8.7263616 9.1658738 11.0842954 3.8130115 3.1569628 9.1487458 9.4418080 7.9102338 5.1569669 11.5886855 9.7716761 10.5081063 9.4601935 8.8016967 10.9283557 7.2469990 4.8255821 9.6114214 0.00624810 0.00624810 0.01810300 -0.21614000 0.00875280 0.00471900 0.00000000 0.00208050 -0.00498440 -0.00498440 -0.00498440 -0.28774000 -0.24265000 0.00624810 0.00624810 0.00013863 -0.61959000 -0.58481000 -0.58481000 -0.58481000 -0.58481000 -0.21614000 0.01042400 0.00000000 -0.42833000 -0.42833000 -0.00193990 0.00499690 -0.41875000 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 9.8003853 11.8521419 11.2669157 10.3545554 10.0043559 11.3702547 4.6975348 0.9199121 6.9389303 2.6361258 12.7822877 9.0701966 8.1432393 7.5754016 8.6653277 9.3921828 11.2588226 7.2263139 10.9503973 10.3419919 8.4624062 8.4632795 9.4768711 8.3485865 6.7087625 11.4204845 13.4150326 11.0371991 10.6285184 NA 8.5709790 7.7143431 10.5367385 10.1178459 12.0790777 8.8599261 9.8914707 7.8906491 9.5150515 6.6824272 8.3652376 9.0239642 3.8404934 6.2824973 8.6862193 9.3165318 13.9503726 8.9415019 12.3585705 8.0711539 12.5089094 11.4637875 15.4256324 12.6394382 13.2902253 11.0792579 NA 9.8753695 9.2086285 11.7562029 8.9936862 9.5806871 9.9073942 9.9748221 10.6534268 11.6391852 1.2824991 5.6594679 14.1240450 11.3415412 8.7591309 6.6900008 9.9012905 NA 11.9591400 -0.8873666 12.8436260 11.9307429 11.0857314 11.0833971 10.0265835 7.1786619 5.1237986 8.6014165 8.8043156 6.4344998 13.1179516 3.2000335 14.4326323 13.5715875 8.1125724 9.0964709 9.6637998 5.2418554 1.5720165 8.8328166 7.8353797 9.4507514 10.1356335 11.3730508 11.6444410 10.2518038 -0.3024041 10.1442734 7.8641162 9.0848342 11.8787905 9.8404927 2.9705592 9.9391208 6.9004744 8.3097887 9.6757685 5.1237986 11.5879257 11.8902385 0.6975070 12.8917273 12.5113159 10.2109333 10.0700371 7.5430249 10.3687809 11.1671765 10.7293600 11.3541756 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 1 1 1 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 1.595286e-06 2.774411e-07 NA 11.30212058 10.25657138 7.64919150 7.23092253 9.26133006 7.89383361 NA 2.27700279 2.23738016 8.43283793 9.86099801 4.90575523 4.21138606 10.94867603 11.78881146 10.14812762 10.60338776 11.48293055 0.01492654 10.69211775 9.91585220 10.12350985 10.94572276 7.29110990 7.62478011 5.11652279 8.38857574 9.12089388 11.11630458 7.86731705 5.19820731 NA -1.57003596 9.69798001 9.89099061 5.43002428 7.25974609 3.98460758 8.59492992 9.30730693 8.60868766 7.06301858 1.43001759 10.47339202 8.95358478 8.19986077 10.32559824 5.99987827 11.04127831 -1.57003596 8.12176661 11.85300745 1.59993664 10.44229828 10.05801270 7.83516426 -0.57003596 10.89225417 10.59350588 8.24700655 7.99035588 2.43001759 4.83941545 9.77431877 8.53854748 10.98076973 NA 5.47441657 9.58230779 5.85628857 9.91534910 9.40084785 5.32483940 12.04514557 11.91131783 9.24300233 10.29149754 10.30922326 16.44154501 NA 8.42154480 10.68711608 3.38421562 7.67795074 7.62478011 5.37253775 1.44259853 11.30038763 10.35112000 11.27158727 9.09269135 3.59994854 3.13046966 9.61303800 7.75420340 8.58103935 9.10862299 9.86204280 10.21056262 6.93781752 13.91528619 1.43001759 -1.57003596 2.67795919 10.32104711 8.16642473 8.52410051 10.50316028 0.75197781 -1.57003596 10.69329215 6.82662729 10.54769524 9.56059345 11.28994590 8.37839024 -1.57003596 3.01498009 -1.57003596 11.82247452 7.08823490 9.14340949 3.33691175 9.52805495 5.69680899 7.99417238 10.98485156 9.01967412 1.75193497 9.03550240 2.23738016 9.66424158 -0.57003596 -1.57003596 8.72119354 9.89711894 10.41764221 8.71311118 10.36960214 9.66663518 10.28761520 1.23738016 10.10642082 10.16134191 10.28255240 3.92187425 10.54376507 6.83090178 1.59993664 6.80506282 13.51607618 0.75197781 9.15283038 14.15589504 9.16895963 3.01498009 6.39002446 10.96699859 11.26863597 10.09935097 10.82903372 11.78567544 10.79689150 8.02434739 7.63459399 8.98748658 10.62693233 8.65934662 2.75195639 7.03735367 -1.57003596 NA 9.43705021 9.06029008 9.52607918 7.52278002 9.06557770 12.05230357 4.76987222 9.67854345 6.02248100 11.57005378 9.72980324 9.42579014 4.33691175 11.13889125 12.84695235 10.58199074 9.15794334 1.59993664 10.17779636 9.90068178 11.74785944 9.65100575 11.55543638 9.16727036 9.10862299 9.52673807 5.26291418 8.02247989 6.03735367 8.74517244 11.32123701 9.25754813 8.77419669 1.88947354 11.77168073 12.03735322 11.49358649 7.43002261 9.96042917 10.22281325 11.47322112 9.56316519 6.23092349 NA 8.80506218 7.50683834 10.14383904 9.72579176 10.87986280 8.81588535 7.21792572 10.06528755 8.13565542 0.43007113 6.96529830 2.88945407 4.01498901 4.53854437 NA 10.60681936 4.99987827 6.30038734 10.50369249 4.65883985 NA 10.94646163 10.52344052 11.19551622 10.12916154 9.57595498 9.22019208 6.51382075 10.59932161 11.44474082 10.39904962 9.92237687 11.23818270 2.01499793 7.79196641 -1.57003596 9.76149971 9.65100575 8.98076965 8.90372853 13.34767469 13.99967087 2.59993664 10.75785616 10.10333201 -1.57003596 3.58948786 8.87089207 -1.57003596 NA 7.54896367 7.87089238 14.36318333 11.40444287 8.88535015 9.13651902 8.93285459 11.60993198 7.98076965 9.12801572 11.31762431 2.43001759 1.23738016 9.84417958 9.83356754 7.62478011 8.94078693 11.93670238 10.18907881 11.21056268 9.35854132 8.45654621 11.10112162 7.08823490 4.66632485 9.59367254 0.00000000 0.00000000 0.01460900 0.01070300 0.52485000 0.00152550 0.00291330 -0.52440000 0.00056613 0.01572700 -0.00027724 -0.00027724 0.00000000 0.00000000 0.00000000 0.00638710 -0.52940000 -0.52940000 0.01307400 0.01307400 0.01307400 0.00610170 0.01656500 -0.00427870 -0.00180140 -0.00180140 -0.00636680 0.00610900 -0.00069303 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 10.474417 11.509174 13.481062 10.154110 9.936826 10.975229 3.336912 2.237380 8.028076 3.517490 12.006389 7.893261 9.418708 9.813101 8.125999 8.940787 11.243604 7.144269 10.771820 9.765971 8.779857 8.998739 9.660716 7.574681 7.269227 12.080514 12.271980 9.9874866 10.4866606 0.4300711 8.6897660 8.1408293 10.1638856 10.4422983 11.8455006 8.3769293 9.4600002 7.8894547 9.6086878 6.2942090 7.4272022 9.9303669 6.8436510 7.6850515 9.2692268 9.4433456 12.6051046 7.9138384 13.5804049 5.1286563 9.1982073 10.7343742 16.4782543 11.5892636 13.6493427 11.5576949 1.0149979 11.0072157 9.5293706 10.4737338 8.8925252 9.4257901 9.1243809 9.7659714 10.3688674 11.5409906 5.0882349 5.1714911 14.5763722 11.4937550 8.6956379 6.1235089 9.1613420 -0.5700360 11.4745878 NA 12.4409880 11.3883926 10.4457864 10.948676 10.123510 6.059379 6.796345 8.985571 8.747435 4.969183 13.218784 1.751935 14.169513 13.660381 8.211383 9.115814 10.815076 3.384216 -0.570036 8.708472 8.530685 9.611796 9.804492 10.689766 11.364635 9.692118 -0.570036 11.046342 5.463446 8.530685 11.274140 9.723495 1.430018 9.732091 6.184911 7.776536 9.526079 6.501485 11.321237 11.022246 -1.570036 12.594537 13.013517 10.780962 10.065288 7.754203 10.951378 10.314575 10.683238 10.935224 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 1 1 1 2 1 3 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 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 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 6 0 0 0 0 0 6.589225e-07 2.427609e-07 NA 10.3091147 10.2239403 7.9629035 2.7552294 9.4404502 7.2331662 -1.7041594 0.8998717 4.5995737 8.6188469 10.0914259 4.8349488 6.7178573 10.9986141 11.4655604 8.2630184 11.2324299 11.9160118 1.6177216 9.7916471 9.0722251 10.3094636 10.6497658 7.2176330 8.3578383 8.7041219 9.6582838 9.3672544 10.9790169 7.4381548 6.1286811 -0.1191969 NA 10.0317711 9.8551690 5.9324156 7.4732114 3.8503794 8.2887304 9.6322986 9.3977677 7.7796077 2.2957818 10.2157726 9.1397130 2.8193616 9.8222912 5.7633983 10.2131641 NA 7.9324167 11.7082295 2.2957818 10.4075797 9.6875727 8.0836947 2.9962260 10.8019780 10.5862141 9.4016940 7.9378434 6.7996184 -0.1191969 9.5058544 8.4442687 10.6993366 1.2957818 5.3510735 9.1191593 -0.1191969 10.1408900 12.1699088 5.3292133 12.1359208 13.4819449 9.9265142 10.1381424 10.4363023 16.1777961 NA 8.5425328 10.4013732 4.3832550 7.5531800 7.9857901 5.6267078 1.7473444 11.3613765 10.5617000 10.7051829 10.0573432 4.5625783 3.2957965 9.5537690 8.0966920 7.5484574 9.3759432 9.6778755 10.2887303 7.0738695 13.7015983 -0.7041594 -1.7041594 5.5719164 10.3719395 8.0065982 9.0414664 10.4578686 3.9396497 -1.7041594 10.8252225 7.3374515 10.1787980 7.4806674 10.6974715 7.8330102 NA 2.2957818 -0.7041594 12.9503162 7.7956377 9.4385374 1.8807639 9.9553420 7.6902550 7.7531726 11.9479648 10.5098075 3.8503794 6.9752725 3.5052431 9.5508206 NA NA 8.0271109 9.3216237 10.4691568 8.5137497 10.9983976 9.8030911 10.1989206 3.4250698 9.9761515 7.4707174 9.3938242 3.9962351 10.3285265 4.9105024 NA 8.2773595 13.4025594 4.1537729 10.3520910 12.0030433 8.5649188 3.6533467 7.2644586 10.2131641 11.7404187 9.7886466 10.9058940 11.1754901 10.4581834 8.4769442 6.6577357 10.0338842 10.7500913 8.6593356 1.8807639 0.8807247 -1.7041594 NA 8.4781864 10.7712721 10.0853256 7.6988040 9.9122536 11.7653067 8.5353905 9.3167719 8.9988304 11.6189876 9.9495327 9.7283340 5.5625783 11.4630533 12.7000022 10.7931449 8.6426272 2.9268913 10.0808358 10.2194909 11.3837520 9.0926427 11.6038466 9.4218511 9.0305016 9.9210443 4.4455413 9.0664560 7.5904126 9.9003452 11.3323091 11.0523629 8.2748170 4.3401848 11.5413447 9.5915609 11.8424453 9.2752173 9.9183014 10.3309348 11.8895332 8.8407565 5.8035861 NA 9.7428753 7.8675444 9.1404977 8.2844767 10.6148092 8.5543578 7.7613584 10.5167749 8.9664483 3.4657133 6.8769920 6.6086747 2.9338747 5.0237122 -0.7041594 10.9820736 6.3618806 6.3014157 9.1255147 5.0100368 -1.7041594 10.7605930 10.6864983 11.3420634 10.1553268 9.5915609 10.1222691 6.2047257 10.9875355 11.0188130 10.4247529 10.1059619 12.4286933 NA 7.3726074 0.2958406 9.9836050 9.4023549 8.7896474 9.3007147 12.9636797 15.4436230 0.6176746 11.9654522 9.8296084 -1.7041594 4.8775970 8.2858960 -0.7041594 NA 8.3726074 7.6902550 15.0952128 11.0414831 9.6406426 9.0991158 8.7664507 12.0587968 8.7996177 8.9398287 11.1849157 0.2958406 2.9962260 8.9566793 10.1518284 8.0672816 6.0966920 11.3314503 10.1416741 11.0950736 9.8929693 8.2116713 11.0156086 7.5319498 5.5951844 9.2154003 3.8854e-03 3.8854e-03 1.0424e-02 2.7148e-05 5.7178e-01 -2.7724e-04 -1.6629e-03 0.0000e+00 6.2481e-03 9.5781e-03 9.5781e-03 9.5781e-03 3.8854e-03 3.8854e-03 3.8854e-03 -2.3553e-03 -6.0271e-01 -6.0271e-01 -6.0271e-01 -6.0271e-01 1.0424e-02 2.6357e-03 6.5262e-03 1.6482e-03 -3.6221e-03 -3.6221e-03 0.0000e+00 -2.4938e-03 -5.5444e-04 0.000 0.000 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 10.032194 11.427970 11.928219 10.140498 10.314688 11.620113 3.850379 1.465713 7.497916 2.543719 12.263559 7.841336 6.440451 8.031737 8.686584 9.608675 12.148517 7.128682 11.165771 7.941450 9.117566 8.080525 9.151042 8.595000 7.351074 10.918301 13.550230 9.9931940 10.7078325 NA 9.2759315 8.2816338 10.4966906 10.0734582 11.6368938 9.6300652 9.3585127 8.0439848 9.7511192 6.1845362 5.6966727 8.5742416 5.7387354 7.5460903 9.2543446 10.1389280 12.9674989 9.1692361 12.9034113 5.5319023 11.1247219 10.0418864 16.3043410 12.5264880 13.7306482 11.5196429 0.8807247 10.5371794 11.7617410 10.7314623 9.3885490 9.7283340 9.3905295 9.8479808 9.7536859 11.5781565 3.2499914 5.0771533 13.7832229 11.1962815 9.4849989 6.8075443 9.7735502 1.2957818 11.9554535 NA 12.4214476 11.8842572 11.4279704 10.9986141 10.3094636 6.6838087 8.2250503 8.6719175 9.2131640 4.9822909 13.2228542 2.6881132 14.5134658 13.0663527 8.5137497 8.5927541 9.9219574 3.9962351 -0.7041594 9.3415517 8.3779410 9.4874681 10.0435654 10.9434752 10.7285949 10.9021972 0.8807247 9.7659424 7.5858106 8.7262444 11.9237818 10.4994459 2.3832481 9.5383707 6.6966713 8.6199727 10.0853256 6.6708318 11.3323091 10.9281056 0.6176746 12.9475164 12.4294159 10.3014165 10.5167749 7.6086747 10.4072537 9.9897145 10.6396300 11.1583073 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 3 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.56875147 10.65541981 9.68614524 8.00854571 2.82344367 9.57895758 8.18915642 -0.56896547 1.89708550 3.18600922 8.71304655 9.93295378 4.78867005 6.08216821 11.05408358 11.95859364 9.98666435 10.74456654 11.88605849 2.13155656 10.06909996 10.86391948 10.26795603 10.82209166 7.85528275 8.33047370 6.97414840 8.83306275 8.88541604 12.54884091 7.93603483 5.00097349 NA NA 10.41339723 9.88438729 4.89054884 7.23524742 2.67904089 8.29065156 9.46453962 8.47003571 6.71188719 3.67904089 11.26953272 9.00760087 10.27150120 10.70053561 5.21247596 11.08396159 NA 8.05316837 11.19453649 1.75304823 12.10597095 10.42370096 7.31070002 -0.56896547 10.48888169 10.50786549 8.59602348 7.86782791 3.38530678 1.01606837 9.73546802 8.28598519 10.45209655 2.13155656 6.55523792 9.69555926 0.43114154 9.99288184 11.15349725 6.25766504 12.77800360 12.59484492 9.63078895 11.18600414 10.71969436 15.53190215 NA 8.45902252 10.11892966 3.78866483 6.75304422 8.10707371 5.68850490 1.16227450 11.35611464 11.49366880 9.64482842 9.25607538 3.47551296 2.51858549 9.84844173 7.86990841 8.48368480 9.44024546 9.64300493 10.46729028 6.48639903 13.33983762 4.33801073 -0.56896547 4.60104276 10.78233198 7.84262754 8.89668297 10.65511834 0.01606837 NA 9.89310764 7.29530242 10.88842568 8.81590040 10.77956818 8.34400601 NA 4.40839938 -0.56896547 11.46522778 7.85738141 9.06138388 1.75304823 9.74286502 8.64178805 7.88232758 9.58719976 8.80506927 1.89056343 7.34400556 4.07497632 8.94878596 NA NA 8.78095078 9.65511834 9.69848851 8.32441820 10.76901727 9.53571531 9.45625625 0.75300543 9.88592999 9.14793601 10.09611938 3.32836257 10.40732269 4.93891148 0.43114154 7.34699588 13.17658088 3.78866483 9.44653167 13.04657387 8.84791425 3.89054397 6.24489847 10.00381682 11.08843507 10.53145047 10.45764005 11.24296090 10.53767958 8.55653020 8.03102956 12.90456873 10.78921834 9.52356333 5.50793098 -1.56875147 0.43114154 1.75304823 9.15733481 9.81482100 9.08216821 7.73489723 9.82868426 8.59350803 3.43111478 9.16413209 5.50793098 11.94225156 10.39111854 9.36259284 5.85738141 11.90786285 12.67815406 11.50776526 8.83682201 3.30788021 10.18056711 9.75923058 11.43481022 8.75866928 10.63048228 9.36701826 9.14364367 7.49989530 3.18600922 8.79196380 6.09645162 8.32593457 10.99168828 11.84197870 9.81160477 3.07496776 11.31318649 8.29993926 11.05316844 7.86365850 9.90938070 9.78481493 11.23686054 9.90075845 7.34699588 NA 7.93692822 7.24489752 10.77235747 9.29916748 10.97059054 8.55782093 8.01795642 10.15435093 8.16920899 1.43114154 7.73945592 3.75304823 1.01606837 3.82343348 0.75300543 10.84606607 6.33800716 6.42546938 10.04277783 6.06795918 NA 11.30532956 10.21697776 11.02170367 10.27189460 8.30302176 9.23147465 6.63827806 10.77319131 11.59335060 10.55911099 9.84262770 11.44566024 3.01608620 8.01795642 -1.56875147 9.78371185 9.59413721 9.01795642 9.46178371 14.96596663 14.61017043 0.75300543 10.86156920 10.03798450 1.23848117 4.26400339 8.62003906 -0.56896547 1.60103087 7.64543580 7.27973964 13.86760046 10.90968154 8.79415622 8.40409630 9.09911528 12.26479740 8.40122257 9.20308465 11.16222351 3.71651906 3.38530678 9.58403516 9.48775443 7.80832713 5.38531368 11.45174939 9.64178805 10.38603998 9.95614801 8.39256644 11.02940181 6.86156959 4.47900415 9.82986034 0.0018944 0.0018944 0.0172160 0.0103770 0.0053962 0.0137940 0.0184750 0.0006459 -0.0633470 -0.0633470 -0.0633470 -0.0613660 0.0000000 0.0000000 0.0018944 -0.0035100 -0.5440400 -0.5440400 -0.5440400 -0.5440400 0.0172160 0.0103770 -0.5411200 0.0184750 -0.2238300 -0.2238300 0.0006459 0.0021887 -0.5417200 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 -0.544 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 -0.544 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 10.417670 11.562491 12.306098 10.262028 9.794704 11.012082 2.753048 2.016068 7.141923 3.131557 12.897321 8.848653 10.307250 9.064684 7.861569 8.901776 10.433228 7.212476 10.814821 8.791964 8.071362 8.609557 9.187039 7.848969 7.209194 11.582133 12.053397 10.2444970 10.3929281 0.4311415 8.8415681 7.6060424 10.2112462 10.2612357 11.7230068 8.7014118 9.7268855 7.6179486 9.6314023 6.1522159 8.0875413 9.5419000 5.9309620 5.7439996 9.1479360 9.6855548 12.6346941 7.8255796 13.4537012 6.7526389 8.6979031 10.7673442 15.7764612 11.8945133 12.5497333 10.8820701 1.7530482 11.1187110 10.5674670 10.9801793 8.4850424 9.3625928 9.1556306 9.9556583 10.5799110 11.6271009 3.8905440 5.7439996 13.7483808 11.6603861 9.2632154 7.9745546 9.7698530 -1.5687515 11.2768027 -0.5689655 12.6719080 11.2508846 10.8487055 11.05408358 10.26795603 6.08932865 6.23847162 9.18600402 8.92096464 6.50257884 12.94273218 1.43114154 12.97915583 14.10265770 8.01419961 8.39909203 10.28286568 5.85738141 0.01606837 8.89361886 8.53964118 9.26479748 8.98853246 10.96784954 11.36812255 9.87302339 NA 9.83678998 7.79743911 8.78976772 10.39690089 9.45487091 2.33799646 10.05087808 5.40839598 7.41411016 9.08216821 6.24489847 10.99168828 11.18788142 -0.56896547 12.30408004 12.49493302 10.69848859 10.15435093 7.30763344 11.17068629 9.95369812 10.95996876 11.29793966 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 1 1 1 1 2 3 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.144444e-06 3.121212e-07 -1.8252101 11.1669046 10.1932287 6.2677848 -0.8249545 10.1480084 6.1285842 NA 0.5112656 4.4969544 8.4604309 9.8536286 3.3449563 6.9164958 10.7779593 11.4418151 9.7874364 10.4650474 12.1598920 2.2624933 8.7505677 8.0283382 10.2488354 10.7630404 6.8224867 9.9215428 6.6221119 9.2783163 9.1335812 8.7054347 7.5225172 5.2303106 NA NA 10.0990987 9.9975994 5.3941986 8.1494433 2.2624933 8.5380682 9.8637160 9.2370746 6.2357251 2.2624933 9.6033888 9.0523126 9.3215971 9.4032460 1.6344539 9.9042244 NA 7.7524576 11.5773744 1.3449421 9.8693864 10.5187695 8.1422546 -1.8252101 10.5861449 10.4780072 9.4954230 8.1551684 7.5369722 -0.2400772 9.1827566 8.2451496 10.7158831 0.4969225 5.1973976 8.7943314 2.1750135 10.7005493 8.9555683 5.5413507 11.1171288 9.4719448 9.7623372 10.0792868 10.1339436 16.2224454 -1.8252101 8.5281755 10.7844381 4.0330089 7.8632788 8.1750285 4.9299141 0.6655747 11.3975216 11.2046609 9.9819809 9.8944173 7.1321306 0.9823639 9.8986895 7.3298466 8.0484727 8.9198623 9.8157254 10.4653354 6.6385532 12.9714231 0.1750455 NA 4.0576755 10.7436972 7.5651973 8.6658795 10.6601031 4.0330089 NA 10.5473495 7.2624914 9.7235615 7.6158974 10.5190470 8.2397713 NA 2.1750135 NA 13.0264360 8.0500097 9.2697660 1.4969736 9.4673502 6.8403650 7.5737721 11.0102895 9.2558460 2.6985963 6.4134333 2.8754655 8.6668815 NA NA 8.2874681 9.5603518 10.2890961 8.4534781 10.7695864 10.1146078 10.4259190 1.1750455 10.1991293 8.2783166 9.7138819 2.9823822 9.6497486 4.7599920 -1.8252101 8.0330094 13.2855934 0.4969225 9.8197862 13.4176072 9.0864205 2.7599867 6.9232217 10.8009656 10.9035868 9.6365079 10.3187306 11.2653577 10.6823277 8.2001679 6.0142325 9.7989100 10.8215872 8.9024044 3.9563913 NA NA NA 7.6608580 10.5646599 9.3636175 8.2207880 9.8685764 13.2562623 5.1057661 8.9037993 5.6588456 11.5321681 10.4309423 9.1094567 5.0576712 11.3847865 12.9339284 11.0866078 9.1319637 3.1385032 10.0079185 10.1679669 12.0006830 8.3437005 11.1415340 10.1002121 9.1622926 10.2347110 -0.2400772 NA 5.3449527 8.5500680 10.9471369 12.3468590 8.8986809 2.9823822 11.4595635 9.1672588 11.1834572 6.1057661 10.3589740 10.5836236 11.5708304 9.4086482 6.5014583 -1.8252101 8.7814338 7.3374194 9.3348998 9.2262376 10.9527174 8.8789322 7.2112021 10.3642354 7.8527480 2.0819190 6.8892740 2.0819190 2.3449421 2.4229595 0.1750455 10.6666312 5.7219222 6.3094545 9.1145196 4.2937604 -1.8252101 10.6044353 10.6808401 11.2515102 10.3704007 10.3605235 9.8126768 6.0981774 10.3948021 11.1614039 10.7122469 10.0706039 10.9979976 1.3449421 7.6828233 -0.8249545 10.0345634 9.3126602 9.0675712 9.7961647 14.3970309 14.6728492 1.7600080 11.5113956 9.7576410 NA 2.7599867 8.2464907 -1.8252101 0.9823639 7.6867813 6.5325803 14.6956932 11.2039913 8.6117401 9.2370746 10.1665504 11.5872014 7.0015771 8.8717787 11.1299518 0.9823639 3.6985852 10.0879179 10.2001681 7.2939700 3.6985852 11.1810039 10.0751406 11.0593899 9.2098274 9.7552870 11.0519292 7.1057661 4.8671206 9.8689511 0.0034687 0.0088920 0.0238470 0.0290440 0.7869700 0.0150280 0.0000000 -0.0074720 -0.0171940 -0.0171940 -0.0171940 -0.0164290 -0.0148500 -0.0148500 -0.7887200 0.0119580 -0.8163900 -0.7849600 0.0238470 0.0238470 0.0238470 0.0290440 -0.7896000 0.0000000 -0.0136770 -0.0136770 -0.0074720 0.0079175 -0.0089906 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 10.1651325 11.5060854 13.3547044 10.1612261 9.1743240 12.1092723 2.4229595 0.9823639 7.5500680 1.6344539 11.6899891 7.8579356 6.6985908 5.0303935 8.2171255 9.0142323 12.3786060 6.6907286 10.9751195 6.7180602 8.7228871 8.4634332 9.3981252 8.5500680 7.3747004 10.8912049 13.5975533 9.630356 10.586539 NA 9.185557 7.180653 10.250173 10.518492 11.270590 8.756229 9.235049 7.465047 10.183807 6.299149 4.759992 8.952284 5.394199 5.403847 9.396011 9.831900 12.384177 8.745833 11.919232 5.270951 4.889274 8.986403 16.452997 12.036115 13.367360 11.530930 -1.825210 11.251844 10.935541 10.830336 9.030676 9.109457 9.153739 10.346831 8.992012 11.677859 2.496948 5.902949 13.692776 11.151593 8.137925 6.609657 9.606004 NA 11.739059 NA 12.281591 11.393283 10.950433 10.7779593 10.2488354 5.3844816 6.1408134 8.8034741 8.9240598 5.9629307 12.8077801 1.3449421 13.5780073 12.5629785 7.8580233 8.3051228 9.4736639 3.2194164 NA 9.2965620 7.7372710 9.2671249 9.0047514 10.7726155 10.1324934 10.3110584 0.7600080 10.6285564 6.5148781 8.2913724 10.5662721 9.9469307 -0.2400772 9.7809710 6.0758963 7.2491704 9.3636175 4.4418154 10.9471369 11.2419586 NA 12.8443565 12.8359158 10.6956472 10.3642354 6.9661916 10.9487859 9.4997716 11.0421605 10.8618814 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 1 2 1 1 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 9.32565512 7.04360698 -0.57153597 1.91785180 3.95212852 8.51602855 9.61529913 4.67649309 6.13592471 11.00363238 12.25660316 9.34145522 11.29719554 11.37364386 0.75052076 10.13764966 8.55009954 9.94081247 10.69505965 9.07332353 8.95506516 5.32338448 9.18595597 8.98411365 11.95090220 7.75847442 5.57831381 -1.57132159 NA 9.66098689 9.69710796 5.39434950 6.68595416 2.95212852 8.29584468 9.39001565 8.84219381 8.00221306 3.82088354 12.10617542 8.61096023 6.47841370 12.28508868 6.54230758 10.89769891 NA 7.92242147 11.25352464 3.42857122 12.08241859 10.50136838 7.64531186 -1.57132159 10.41356457 10.21910582 8.87254530 8.15988496 5.01352926 NA 9.91489813 8.50404511 11.16454495 -0.57153597 7.14966482 9.21679484 0.01349799 9.83795680 10.75836223 4.42856452 11.40485433 10.68477456 9.49128673 10.92666715 9.92091985 15.66980426 NA 8.13937228 11.15286656 4.07242312 7.12553332 7.30201008 5.23592232 0.75052076 11.47227675 10.59064244 10.78364163 8.83051204 3.38276407 0.01349799 9.32186746 8.43419035 8.33845918 9.12640222 9.37620290 10.23953910 7.16665821 13.43168845 0.75052076 -1.57132159 5.22298226 10.33244770 8.05061760 9.58211789 10.52955666 0.75052076 NA 9.68182240 6.83795711 10.87087959 7.06156129 11.28615816 8.24234717 NA 1.42857122 NA 12.27405594 7.52396256 8.84852592 3.92041717 10.07152015 9.16242859 8.05244741 11.35096448 9.81227022 2.23591083 7.16327531 6.21646845 9.55591544 -1.57132159 NA 8.34145522 9.68772070 10.12596784 8.67886418 10.26343189 9.33995798 10.16708039 2.33545467 9.94525083 8.15988496 9.73807638 4.80360420 10.44014255 3.67649309 NA 6.32338448 13.31311801 3.23592614 9.80631874 13.79140011 9.28810059 4.98315323 5.92041955 8.40727626 11.20026169 9.60224307 10.31159098 11.44259859 10.57513455 8.11506655 9.52988496 9.37693303 10.50471344 9.31110185 2.12901919 NA -1.57132159 -1.57132159 9.01540557 10.31235466 9.83477094 8.03033663 9.03556315 13.22901083 3.59849622 9.19757720 4.57831079 11.41725058 10.18803799 9.33470480 4.07242312 10.95188280 12.28703262 10.86735775 8.60971803 2.60088819 10.60380352 9.88748506 11.10187498 9.48249176 11.47193498 9.47773378 9.62332277 9.85640250 2.01353372 8.49061184 6.53185396 8.28965283 11.06473731 11.21178921 8.80248599 2.67649309 11.92129536 8.55268716 12.20828524 1.59850813 9.73063350 9.67114456 11.46748486 9.47364285 5.67649309 -1.57132159 8.23269673 7.32338358 9.90986084 8.37693325 10.55738185 8.97353035 8.28187533 10.35189341 8.65978723 1.59850813 7.42856620 3.12900269 1.75047788 4.04327450 1.59850813 10.92242132 6.64288493 6.41156014 9.89258577 5.58013945 0.01349799 10.89973303 10.30354720 11.67307838 10.04511474 10.34481862 9.79320401 6.81404021 11.03682069 11.06201523 10.44049194 10.04603330 11.95163769 -0.57153597 7.77507952 0.42857122 10.03172863 8.75724065 8.99652207 9.24474961 12.61413824 14.82403308 0.01349799 11.39091967 9.74880234 NA 5.42020278 8.76203449 1.01349799 NA 7.89820775 7.89413202 14.99558611 11.42009307 8.82409987 8.61839027 8.85901849 11.61885357 8.41725042 9.28818597 10.88235097 1.23591083 3.33545467 9.46679900 9.78446750 7.71858493 5.29892953 11.47637146 9.84905256 11.05815019 9.90176429 7.76618766 10.02102298 7.36814498 5.00705194 9.22216916 0.45535000 0.45535000 -0.00498440 -0.01519100 0.45428000 0.00000000 -0.00830050 -0.00055444 0.03820600 0.03820600 0.05053400 0.03756200 0.00027728 0.00027728 0.45535000 0.41279000 -0.48197000 -0.48197000 -0.48197000 -0.48197000 -0.00498440 -0.01519100 -0.01143300 -0.00830050 0.00124810 0.00124810 -0.00055444 -0.01381500 -0.47828000 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 9.881837 11.772029 13.295217 9.938835 9.963355 11.128572 4.837958 2.335455 6.940318 6.638019 12.116051 8.541071 6.353378 11.386150 8.400210 8.666971 11.196130 6.588437 10.922421 7.002213 8.274056 8.614309 9.491799 8.448157 7.428566 10.845891 11.555270 9.7905096 10.7386105 NA 9.1098043 7.7254821 10.7465437 10.3648357 11.4830006 8.9783507 9.8971899 8.1045228 9.7185848 6.7639559 7.1185643 9.4838484 6.9323919 6.1901170 8.3972327 9.4688555 12.4018148 8.8527320 13.2517341 5.6231265 7.9422934 10.1796914 15.8455201 11.9425402 13.0864983 11.0118837 0.4285712 10.9872258 11.9075882 11.1853307 9.3769330 9.3347048 9.3511504 10.2041762 12.1117798 11.7917383 2.8879931 3.7504993 13.2042646 12.1797961 10.3043153 6.8464181 9.1298723 1.2359108 11.5676375 -1.5713216 12.7321326 11.8411516 10.8987163 11.00363238 9.94081247 6.69066013 6.85063068 8.77286185 8.96675489 5.50538285 13.15805971 1.59850813 13.86146659 12.32366778 8.29738862 8.94907643 10.86319411 5.90429863 NA 9.33845896 7.83795711 9.76841593 9.72605531 11.33620767 13.23476304 10.29081580 0.01349799 9.71281156 7.92641757 9.06971452 11.41547449 9.76116192 4.31121245 10.59253001 5.05792243 8.22622721 9.83477094 5.99080741 11.06473731 11.17717807 -1.57132159 12.33508073 12.68108350 10.61158092 10.35189341 7.74144878 10.52659793 10.50404501 11.12194613 10.59317120 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 6 2 3 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 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 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 0 4 4 0 0 0 0 1.629966e-06 4.855218e-07 NA 10.485042 10.295947 9.429418 9.062565 9.627498 9.864782 NA 2.397502 3.042539 8.237551 9.601962 6.542800 5.061396 10.515279 12.360543 7.757503 10.720162 11.791963 -0.205397 10.870755 7.364463 10.341020 10.885382 8.152160 9.115408 7.929034 7.863386 9.420316 14.546256 7.156551 5.169648 NA NA 9.538600 9.305372 3.923891 7.522528 3.839002 8.616382 9.636958 8.486351 7.290462 2.495056 11.511427 8.930317 7.745892 10.796016 6.023426 10.691697 NA 8.608389 10.969221 4.549497 12.441616 10.318659 7.774747 NA 10.249935 11.028751 8.442066 7.165295 7.841732 0.794603 9.450138 8.905743 10.791081 2.701505 6.459943 9.106356 2.601958 8.784711 11.864057 7.278423 12.531570 13.232099 9.315226 11.226627 9.798125 15.980683 NA 8.184777 10.204529 3.794603 7.278423 7.918729 8.368255 1.946806 11.398002 11.325745 10.316208 9.066071 2.794603 0.379621 9.086929 8.572685 8.018609 9.216672 9.436659 9.834212 6.652588 13.978088 3.601958 NA 3.116531 10.121599 8.270341 8.638529 10.912575 1.601982 NA 9.468800 7.262213 11.183459 7.719420 11.298682 7.972027 NA 8.312277 0.379621 11.173715 6.974517 9.294453 4.725343 10.895270 7.116535 7.742975 10.924534 9.237551 3.549497 7.745892 4.220872 8.723866 3.186928 NA 8.655695 9.190142 11.257365 8.160930 9.612391 9.748076 10.463049 2.254050 10.131114 6.595507 9.368255 3.318172 10.028227 2.701505 NA 8.112020 14.772759 4.839002 9.736389 11.552414 8.797423 4.467032 5.892639 9.978243 11.004670 9.967660 10.132787 11.207796 10.872425 8.312277 8.980722 10.082320 10.664201 9.163365 2.601958 2.254050 -1.205231 NA 10.137793 8.874092 9.920667 7.595507 9.923562 7.229236 4.254042 9.077696 5.794608 11.771530 9.145547 9.359710 4.186928 10.820785 13.154975 11.387298 9.147754 3.870138 10.027628 9.972027 11.413910 9.409317 10.375808 9.678778 9.190142 10.106356 3.794603 8.056702 7.956999 8.512284 11.400781 9.098719 8.767903 2.882076 11.637351 7.908349 11.609791 9.180470 10.061979 9.980722 11.942925 9.823204 7.416659 NA 8.498511 7.508853 10.197087 8.748804 10.470825 8.808628 7.704501 9.796016 8.978243 3.254035 6.800232 3.964528 4.981067 4.627496 3.839002 10.678014 4.882071 7.325989 10.571863 5.538364 -0.205397 10.948476 10.574737 10.528894 10.021622 9.418489 8.884601 6.088769 11.498295 11.189606 10.504553 9.495914 10.945941 NA 8.764713 -1.205231 10.114280 9.976381 9.167473 9.194420 13.390156 13.974283 3.116531 10.920667 10.266283 -0.205397 6.286460 8.372036 1.116564 1.794603 7.614786 7.294453 13.966683 10.566963 8.796016 8.379570 8.931599 11.921796 8.061394 9.579692 11.098388 0.379621 3.042539 9.101808 8.958257 8.486351 6.302401 11.251988 9.868749 11.321107 9.594698 9.625915 10.690940 7.519121 4.031483 10.245819 -0.1619400 -0.1619400 0.1138700 -0.1680500 0.9476900 0.4191200 0.1262600 0.1096200 -0.0033472 -0.0033472 -0.0033472 0.0000000 -0.1619400 -0.1619400 -0.4636700 0.0982450 -0.4811500 -0.4811500 -0.4811500 0.0950480 0.1134600 -0.1680500 -0.1724800 0.1259100 -0.1682300 -0.1682300 0.1096200 -0.1793100 -0.2922800 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 -0.458 -0.458 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 -0.458 -0.458 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 9.765432 12.474088 8.544477 9.985050 10.411156 12.693209 6.051996 2.254050 7.710487 3.839002 12.882319 9.235580 12.295574 10.201604 7.969134 9.387999 11.318169 7.310307 11.011656 10.253527 8.587398 8.744376 10.279541 7.892639 6.903132 11.757503 12.559686 10.363988 10.291960 NA 8.744434 7.302402 10.061394 10.430326 11.406785 9.214568 10.222444 7.605179 10.096104 6.033013 8.387064 9.355895 5.220872 7.445659 8.316208 9.290462 12.503584 7.037782 12.780449 6.453318 11.295449 11.628091 15.990537 12.115831 14.610641 11.344873 NA 10.778314 10.969221 10.754247 9.279430 9.359710 9.625123 9.860024 10.992131 11.838996 5.783292 5.816976 14.786648 11.055233 9.699995 6.529317 9.467916 NA 11.667282 -1.205231 12.695380 11.069548 10.851922 10.515279 10.341020 6.013777 5.601964 8.643230 8.298433 5.409316 13.426568 2.254050 13.058537 13.571400 8.468800 8.002110 9.417574 4.186928 0.379621 9.665743 7.811416 9.577606 9.532700 11.193084 11.835411 11.283703 -0.205397 10.799530 7.849890 9.028227 10.820093 9.348237 1.794603 10.238587 7.532700 9.330855 9.920667 6.595507 11.400781 11.263232 NA 13.435361 12.684111 10.436208 9.796016 7.241691 10.614786 10.363039 10.599791 10.991480 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 1 1 3 2 1 2 2 3 3 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 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 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.1110480 11.4896761 10.1396782 8.0366379 -0.4125390 10.9653913 10.6400914 8.7439518 7.9947573 4.9968813 -1.4123470 9.6622999 8.3255816 10.4636227 1.1724235 6.9450411 8.9889451 6.4701317 9.6656402 9.5329333 6.3556735 10.9457148 13.0802815 9.6742890 10.3598040 10.7773140 16.2106922 -1.4123470 8.3851510 9.7785486 3.7574180 7.4943804 8.2948486 6.6481850 1.7622212 11.4090641 10.8513455 10.0601802 9.3770231 4.0793440 5.0632225 9.4028726 8.0652476 8.2168462 9.3647447 9.7580405 10.4333715 6.7372365 13.8794874 0.9094275 -1.4123470 5.3289549 10.5134146 7.1948199 9.0783403 10.9532651 4.2313479 -0.4125390 9.7083752 7.5561565 10.0205271 8.7969429 10.7908374 8.3306409 NA 4.9798059 -0.4125390 12.3178534 7.4298394 9.5604693 3.6318842 9.8175099 7.0753294 7.9384287 10.7119339 8.8740472 1.9094275 7.0713047 3.4943772 9.0773373 3.9094179 NA 8.4578540 9.4838218 10.5185962 8.0200315 10.4168158 9.8030224 10.2344981 2.9094083 10.2118280 8.0713052 9.3008760 3.3917540 10.0952841 5.3423770 -1.4123470 8.2277343 13.8489600 4.1420785 10.1188709 12.3401837 9.1883314 4.6749521 6.7012316 10.9172858 10.8416323 9.9760449 10.4294468 11.3276876 10.8184105 8.6683071 9.5285369 9.1762041 10.8371955 8.9249888 3.6318842 1.9094275 -0.4125390 NA 8.5604693 10.5464046 9.5152674 8.0262811 10.0202923 12.9082195 7.6802463 9.0221175 6.8066579 11.9759104 10.2691671 8.8775084 4.6749521 10.5969682 12.8278336 11.1994364 8.9570867 3.5829774 10.4659236 9.9161643 11.5505661 9.2818473 10.9527182 9.3137075 9.0530559 10.7791656 3.0469275 8.1724520 7.2095411 8.8924111 11.3622765 10.4146138 8.5231554 4.5182267 11.5557962 8.8199105 11.2656494 9.7785486 9.9301198 10.2021993 11.8895571 9.3745757 7.4485764 NA 8.6828865 7.1836790 10.1487774 8.3867709 10.7154806 9.0733187 7.5761744 10.1601896 7.9139192 1.7574073 9.4800322 4.2021983 2.8354188 4.7560092 1.9094275 10.8169091 6.4516760 6.9139186 9.9706266 5.9711940 -0.4125390 11.0304329 10.6502102 11.0672697 10.2805408 9.4593947 8.8246158 5.5934494 10.7589790 11.6126290 10.7577275 10.0048146 11.8828279 1.1724235 7.7797824 NA 10.0011174 9.1061426 9.0642356 9.4172122 13.6584070 15.1578788 1.1724235 11.4229477 10.1193583 -1.4123470 4.5118285 8.1115217 -0.4125390 -0.4125390 6.9139186 7.2774873 14.9466556 10.7705106 8.2331480 8.9060322 8.6277790 12.0292665 8.2168462 9.2301819 10.9395329 3.9094179 2.2879155 9.3440457 9.7199892 7.5931139 6.3688487 11.2920415 9.9974107 11.2636669 9.5614451 8.8855521 10.3680292 7.2879293 4.9552105 9.9505291 0.58274000 0.00166420 0.01140000 0.00569190 0.60895000 0.00221930 0.00000000 0.00166420 0.01782400 0.01782400 0.01782400 0.01782400 -0.00263220 -0.00263220 0.00166420 -0.00373950 -0.60835000 -0.60337000 -0.60812000 -0.58882000 0.01140000 0.00286090 0.00695610 0.00000000 0.00416320 0.00416320 0.00128440 -0.00055444 -0.03340500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.381499 11.580782 10.759917 10.302593 10.160190 11.085341 5.777315 2.979806 7.626408 3.757418 12.743493 8.687271 7.988369 8.940427 8.287652 8.988369 11.649029 7.895829 10.670304 8.762415 8.763663 8.382052 9.860976 7.732148 7.342377 11.121306 12.517395 9.882684 10.738823 -1.412347 9.215023 7.385151 10.270484 10.528537 11.217074 9.436895 9.272238 6.984094 9.761167 6.581842 8.937323 9.381093 6.581842 6.685521 9.668307 8.752396 12.901081 8.308588 12.222187 6.114184 10.889557 10.636657 15.997228 11.663303 13.754986 11.029396 0.587461 10.512302 11.509516 10.842223 9.154495 8.877508 9.291393 10.445470 10.438067 11.551648 5.157347 5.470133 14.136213 11.732626 9.563337 6.355674 9.061195 NA 11.598891 -1.412347 13.027775 11.222954 10.949159 10.874336 10.349041 6.349041 6.224114 9.021075 8.648185 6.071306 13.085518 2.172456 14.113866 12.524311 8.357327 8.387160 10.110561 4.541688 -0.412539 9.434547 8.494380 9.529271 9.670969 11.479083 11.687330 10.838676 0.587461 9.755535 8.377023 8.886697 11.232022 9.732785 2.674958 10.183213 6.716773 8.483822 9.515267 6.301736 11.362277 10.955450 -0.412539 13.175911 12.520535 10.644466 10.160190 8.099242 10.539138 10.341124 10.907466 10.930758 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 3 3 2 3 1 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 9.5768692 8.5144292 -1.4328440 1.5231103 3.9245940 7.8547531 10.0969591 5.8616601 6.2674796 10.9041049 11.9843657 8.6611182 10.3931918 11.7734445 3.9933030 10.4466239 8.7205928 10.3756026 10.7341450 8.0588939 7.8799238 7.2000354 8.7982618 9.2465207 12.9296694 7.3545844 6.6755647 -1.4328440 NA 10.0473258 9.8018580 4.5443185 7.1557553 2.8889672 12.7812838 9.7001829 9.7174226 7.3451178 1.3743996 11.0133485 9.3598308 7.5270422 10.8131874 4.4739297 12.0593945 0.1519887 8.3235970 11.3655124 2.6545043 11.1078951 10.2522274 7.7065920 -0.4330388 10.8416575 10.6528383 9.5016824 8.0182519 5.8524434 -0.4330388 9.8197060 8.4709224 10.9259665 0.1519887 6.0264725 8.7142455 2.1519887 9.5132158 9.7046721 6.4312268 12.3624259 10.9695198 9.4117463 10.9068906 10.4573048 15.9662184 NA 8.6250323 9.8244285 3.8889672 7.4739314 8.0488399 7.4588241 1.5670586 11.3592208 10.4515928 12.5246868 9.3210929 3.2674759 3.6963277 9.7300613 8.8197062 8.4109618 8.7243877 9.6879264 10.5450360 6.8934702 14.3791427 1.1519887 NA 3.2109031 10.6558288 8.0264720 9.0315863 10.6762183 0.1519887 1.7369512 10.3426509 7.1292830 10.6910520 8.9985382 11.0593946 8.3202572 NA 5.3872212 -1.4328440 11.3101920 7.6624377 9.7550112 5.2949625 9.8131873 8.0264720 7.4062441 10.9864742 8.9300803 3.9933030 8.0141237 4.2108953 9.2027588 -0.4330388 NA 8.4125305 9.8587868 10.6686881 8.7218586 10.3110335 9.7642572 10.6059596 0.5670586 10.3219281 8.4829201 9.3738398 3.0264637 10.2992080 3.6114321 0.8890062 6.6114350 14.4557838 4.8149656 6.4435569 11.7161526 9.4918531 4.1216288 6.2252518 10.9580156 11.0568886 10.3169101 10.8314832 11.4194862 11.1373707 9.1918360 8.7432137 8.7849983 10.9891054 9.4547486 4.6963222 0.1519887 NA NA 9.8308965 8.6425196 9.6768712 8.0906026 9.7276557 10.1302368 4.9245940 10.0945176 5.6331289 11.9380004 10.1086213 8.8030549 5.0264725 11.8272251 12.7513736 11.3106128 9.1854260 3.1958200 10.3508573 9.8066392 11.3904078 9.2726729 10.0177364 9.4821731 8.8501290 9.1826702 4.6755676 8.9311751 6.5095549 8.1927495 10.8512863 11.4970812 8.9488972 3.0905994 11.5491429 9.1650932 11.5230537 7.6833849 10.1729830 10.1491826 12.0991530 9.8816238 7.0387160 NA 8.6677030 6.8244280 9.6317833 8.1158625 10.6510683 8.9322694 8.2622687 10.3118744 8.7568652 1.5670586 7.1177875 3.3219281 9.2487886 3.5670465 1.8889672 10.6817590 6.8753795 7.0588933 10.2589629 7.2015251 NA 11.1817505 10.5963278 11.1049870 10.7664062 8.1799091 8.8338271 6.7702423 11.3190030 11.9781543 10.5592709 9.9896311 11.6985761 1.3743996 8.3017504 NA 10.1018298 10.3093500 8.7994617 9.3360519 13.4509725 14.3061619 3.4250161 10.8838878 10.1571598 NA 3.8889672 8.0780221 -1.4328440 2.8889672 7.3484006 7.2180924 14.2959177 10.5421828 8.1387935 8.7040316 9.7155171 11.7752750 8.2674801 9.2981134 10.8954350 3.3219281 0.5670586 9.3327410 9.3360519 7.7369654 5.3872212 11.4393307 9.6781763 11.2482790 9.7892317 8.6794801 10.6179096 7.5894085 4.2771591 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 10.847510 11.651849 11.284289 10.429291 9.896837 11.822069 3.521239 3.473930 7.521237 4.654504 12.636071 8.756865 11.564044 9.297222 8.010544 8.618250 11.890236 7.311875 10.228373 9.945335 8.719325 8.751606 10.039320 7.691162 6.879924 11.723124 12.722491 10.7400931 10.3979519 NA 8.7934528 7.4404847 10.2627039 10.2928328 11.6737671 9.0508565 9.9218409 7.4703197 9.3302530 7.0016683 6.6277367 9.8850185 6.1520029 5.9157695 9.7734445 9.3260966 12.9015932 9.1425799 13.0416338 7.0943216 9.4481545 11.1139351 15.4684614 11.6955183 14.0045001 11.0068715 0.8890062 11.0047927 9.3492197 10.7758846 8.7994617 8.8030549 9.1963973 10.0668865 10.7602579 11.2339303 3.6545043 5.3219281 14.7604040 11.0611462 9.1206700 6.4262648 9.7777120 NA 11.4994399 NA 12.6457752 11.6938886 10.7432138 10.9041049 10.3756026 5.6963249 7.4030913 9.0305651 9.3269287 6.6277367 13.1075065 2.2674759 13.7178985 13.3330000 8.5241424 9.3310829 10.1259396 4.1520049 0.5670586 9.0974470 8.4648859 9.4078186 9.6670459 11.5854147 11.8366056 10.8753796 1.3743996 9.6471920 6.0099831 9.1557553 11.1810602 9.6107515 3.2109031 10.2194374 10.6334662 7.3840239 9.6768712 5.7667118 10.8512863 11.3364652 -0.4330388 13.0655159 12.4833866 10.3808217 10.3118744 7.8934702 10.6317834 10.3912038 11.2352874 10.4758535 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 3 3 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 4 0 0 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 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 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 7 0 0 0 0 0 1.040404e-06 3.121212e-07 -1.4473278 10.0324655 10.5670545 8.2321652 1.5526722 9.1111059 9.7101901 -1.4473278 -0.2024059 2.8006204 8.5694938 8.5456236 4.6187731 4.7226081 11.2164658 11.9673705 10.2224562 10.3171423 11.7420466 0.1376347 8.0545224 8.5456236 10.8513207 10.9409717 6.7670045 10.3183858 6.3728651 8.1544561 8.9610149 12.5525092 7.4935569 3.5526845 NA 0.5526722 9.7772900 9.8059418 5.2108953 8.4610779 3.1376511 9.0354933 9.1572385 8.5722762 8.4715484 3.3600411 9.9146291 9.8740497 7.3274727 9.1413998 6.9873140 10.0018339 NA 7.8450070 11.1708414 2.6401582 10.8858406 9.7946685 8.0742860 -0.4473278 11.0291176 10.4792704 8.6553565 7.8124283 7.3307627 1.7225972 9.6928759 9.0405254 10.0080126 1.1376347 4.1376511 10.4652005 4.6612080 9.2312855 8.0324657 5.5970782 10.8438532 12.4895992 10.0865017 10.8897497 8.8218119 15.2589115 -1.4473278 8.3142365 11.5943444 4.3855760 7.7049702 6.9277246 7.4168718 1.6586913 10.9771140 10.9447343 9.5819726 9.3824081 4.8006152 6.8380870 9.6677289 10.0018339 8.3158977 9.1015072 9.4482607 10.4456075 6.9014136 12.8669853 2.1376347 NA 4.3855760 10.2211272 8.2991998 9.2574536 10.4823136 -0.4473278 NA 8.7325945 7.4075533 9.8669967 9.3981753 11.6016830 8.0344848 NA 7.7596998 1.7225972 11.2122353 7.5555002 9.8581770 -1.4473278 11.2453008 8.6228063 8.2479138 10.6069504 9.0263909 NA 7.7886994 3.5526845 9.5929750 0.1376347 NA 8.9201000 10.3104920 9.3926763 8.6806795 10.9668420 9.3839926 9.9107871 3.0121217 9.7100322 7.3664665 9.6729620 3.8746101 11.2275396 3.5526845 -0.4473278 4.1965441 13.1944548 5.2108953 11.2583177 12.6012573 9.1196908 6.7958591 7.0445384 7.8678347 11.6602294 11.2248896 11.2385291 12.0370689 10.7033846 6.9831384 8.1357683 11.9818305 10.4516645 9.2216500 3.5970782 5.3075742 -1.4473278 NA 8.9883555 9.7892976 10.4648262 6.7572567 9.5175676 10.4666967 4.4595759 8.8264808 7.0038968 11.8191791 10.3303516 9.4353283 6.3208691 11.2341433 11.5484525 10.5694936 8.6638210 6.3172914 9.9471480 10.2162434 11.8010577 9.3134053 11.0208002 9.1774808 9.5533895 5.9450036 4.9277258 5.9190087 8.8183003 9.2539919 11.4800929 11.8098006 8.0030923 3.1965441 11.1530628 8.8288096 11.9062457 9.0947499 9.8723574 10.5403047 11.0402742 10.1005438 6.0284189 NA 9.2383101 7.1225412 10.6503882 10.0028655 10.5487315 9.0314550 7.6819685 10.9995101 9.0693703 3.2531270 7.2873947 1.5526722 3.1376511 7.6453630 1.1376347 11.3104920 4.9277258 6.8053505 8.5039700 5.2251091 NA 11.6454425 10.3138210 10.8191790 10.5342526 8.6883947 10.3580584 5.5429607 10.6563010 10.2457365 10.8933699 10.2806057 12.1123014 5.6079664 8.2286422 NA 10.0385146 8.9956287 8.8218119 9.1120623 14.1834075 13.9337212 NA 11.6128746 10.5788629 -0.4473278 3.7621362 9.2789036 -0.4473278 NA 7.8632980 7.9277246 14.6279973 9.6167543 9.1082330 9.0213093 8.2890870 12.9731061 9.4900590 9.0680401 11.6498944 1.5526722 3.3075742 9.7682182 9.7150765 7.8700527 6.5694941 11.7046532 9.9487549 10.3692690 9.2251105 8.4745261 10.1614021 7.2144639 5.2037376 9.7049702 -0.0091286 -0.0091286 0.4605800 -0.0286180 1.3448000 0.4466400 0.8615600 -0.0099565 0.2255000 0.2097300 0.2097300 0.2387600 0.0063871 -0.5167100 -0.0091286 0.6494600 -0.5251800 -0.5027700 -0.5027700 -0.4663200 0.4605800 -0.0216470 -0.0198630 0.8615600 -0.4907800 -0.0036011 -0.0117290 -0.0333110 -0.0085862 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 7.7910899 11.2973089 6.3008778 10.5434984 9.5840419 10.1211164 6.4655746 4.2531270 8.1555509 0.1376347 13.3168831 8.0691732 11.2035127 7.8600683 8.1321331 9.5998093 11.9719872 6.4655746 11.3219033 10.0505372 8.8288096 8.6925437 9.1852444 7.3438484 7.8813599 10.1915736 12.3577238 9.6806797 10.5533896 1.7225972 9.9250062 7.8194721 10.2742118 9.7615293 11.4376189 8.1149276 9.1655537 8.5112379 10.5611139 5.8380870 6.9363894 9.7049702 9.2304050 9.5526852 5.4834224 10.3348645 12.7345364 8.2941525 12.5659207 4.3886097 11.8153674 9.8130168 12.8231996 12.3115331 12.7500556 11.3602415 1.3600271 9.8432803 11.4295859 10.7712485 9.4588243 9.4353283 8.9244619 10.0294315 9.6381578 11.7692781 6.4951995 4.9102386 13.2852216 11.5385273 9.1082330 7.9450025 10.0274053 1.1376347 11.3638593 -0.4473278 12.7848064 11.4650115 11.3165201 11.2164658 10.8513207 5.1965402 7.8403978 9.4752697 8.7226102 0.1376347 13.2621423 1.5526722 13.7367470 13.8405780 8.1034321 7.3792657 10.5381715 5.1225402 0.1376347 9.7657895 8.5054265 9.5163040 9.6986175 11.6291669 10.6055929 10.3700687 -1.4473278 10.9124348 8.7875027 9.2409356 11.7033846 9.6441207 3.3075742 10.1590905 8.8029838 8.4966653 10.4648262 8.1130180 11.4800929 10.9247341 3.4106667 12.4947416 12.7959337 10.4330341 10.9995101 7.6742191 10.9538314 9.2983596 8.9814956 10.6061327 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 2 2 2 3 3 4 3 1 4 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.560606e-06 5.20202e-07 NA 10.6254938 10.6257382 10.1367387 -1.9013110 10.2737432 8.7308828 -0.9015804 2.8426571 3.0054000 8.2734310 8.1686265 4.2277873 5.7495584 11.5383364 12.8035979 7.5247705 11.1723124 11.9976736 0.6834719 10.3342207 5.9439963 10.4940397 10.6657487 10.4176131 9.1305513 5.5163588 5.8127523 9.6289119 15.2104463 8.7643568 2.8533969 NA -1.9013110 9.7405573 9.1558203 5.3464322 7.1564977 4.9313947 9.1985109 9.6645596 9.3291265 8.1180965 2.1859617 13.1292589 9.1806546 9.3740481 13.1853052 2.6834719 10.6574046 NA 9.3231102 11.3727381 5.4204352 13.9236382 11.4164834 7.6797060 1.9058515 10.4396546 10.4084053 8.3827511 8.3309263 7.7278619 1.0984869 11.2596374 8.6511748 10.5039130 1.4204555 6.2734320 10.2914148 3.5903625 7.8945450 9.2852388 4.6220694 10.9349465 10.6298870 9.9619174 11.5772752 7.1180960 15.1091538 NA 7.1153142 6.4428009 4.8929204 7.8961671 6.5414498 7.5036469 1.2684344 11.6253715 10.5009847 9.7477617 4.2883290 -1.9013110 0.6834719 9.5808093 10.4198699 8.2920308 8.6636076 9.5574248 10.1405068 7.6721530 12.6251882 4.2883290 NA 5.4735434 10.3585430 8.5528047 9.1076343 10.6193697 NA NA 7.9704108 8.8281263 11.0321925 7.3392969 11.6375431 8.1111299 -1.9013110 9.0128907 0.6834719 9.7819388 7.7168908 9.6506944 1.9058515 11.4698738 7.4626405 8.4271804 10.8264260 9.1971956 -0.9015804 6.8161824 7.9518151 8.6984185 2.1859617 -0.9015804 8.7558239 10.0678921 9.6161750 8.9050551 10.4557827 9.1517525 10.6499735 4.7423620 9.7324090 4.4204352 8.4272701 5.5247689 10.9881996 -0.3165281 -1.9013110 9.7145948 13.5308517 3.6530944 6.1041290 4.0527028 9.2895648 6.1041290 5.6142063 9.2367774 11.2480939 10.6434699 11.0773947 12.0881395 10.9345559 8.2148495 9.9250540 7.2533237 10.3957084 9.5615803 5.0292408 4.5579369 -1.9013110 NA 10.4953779 5.7638418 10.6228024 7.1401651 8.3493016 -0.3165281 2.7423512 6.2583776 6.2226268 11.8005700 8.3511711 9.5686560 5.3176731 10.9292188 11.8739101 12.3032295 8.8929213 4.1695402 9.7937338 10.2319689 10.8671034 9.6386336 8.6003426 9.0143849 10.2969506 7.0985059 3.7989422 7.1726465 9.6545326 8.4865229 10.9976736 1.7013716 7.4297582 2.6220635 11.0768585 7.9842020 11.9385950 8.6482903 10.0140115 10.2627840 11.4089763 10.8697887 7.5268654 NA 7.8433395 8.1305515 11.4012873 8.8374422 10.5527560 9.0151315 7.8110323 11.1524314 9.1746531 0.6834719 4.4735467 4.2482540 0.9058900 2.2684344 1.7989629 10.4338959 1.0984869 6.5579369 10.5489435 7.2307996 0.6834719 11.4512387 10.2034318 11.0730994 10.2083362 7.8961671 10.6801416 6.4514765 11.3209986 8.5711963 10.9311978 9.4816699 12.3323499 6.9842020 8.8332152 1.2684344 10.8979896 7.8912958 9.2412508 9.6932967 12.6694878 9.8761719 -0.9015804 10.4062756 10.5134550 NA 6.5037749 6.6872203 0.6834719 2.0054000 7.7832543 8.7726979 14.1177270 9.5116521 9.5116046 9.5121334 8.4854457 11.7678335 9.7665041 9.8032435 11.3271740 2.6834719 4.3079603 9.3511709 9.0527020 8.1659401 5.2684307 11.6630123 10.3740481 10.9767481 9.4316664 4.8127498 10.0351434 6.8666904 4.8068293 10.1642582 -0.0260300 -0.0260300 0.2496500 0.0000000 -0.0078863 0.4863000 0.0066653 -0.0019399 0.0322810 0.0322810 0.0322810 0.0322810 -0.0304040 -0.0304040 -0.0260300 0.0114000 -0.0082595 0.1238800 0.1238800 0.1238800 0.1238800 0.0000000 -0.0069195 0.0066653 -0.0307490 -0.0307490 -0.0019399 -0.0085766 -0.2436300 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 6.253324 12.210945 5.833214 10.602083 9.654533 10.000504 5.892920 7.193903 7.164595 9.595858 13.077216 9.578730 9.171978 7.921474 8.264932 8.949474 11.286476 4.120874 10.575505 10.741460 8.106934 9.116817 9.533733 6.915489 7.360600 10.271246 11.751798 10.427181 10.601586 -1.901311 9.287094 8.105533 10.268744 10.117401 11.948595 5.912286 10.796776 8.778865 10.299098 8.758501 7.348804 10.874116 8.005396 5.464828 5.064288 9.044681 13.323261 8.808451 14.323920 5.022843 10.931791 10.030720 11.659674 12.590359 13.051429 11.225694 2.798942 10.001634 8.839972 11.054337 9.814468 9.568656 9.764729 10.049426 13.295261 12.288638 5.785006 7.411388 13.253534 11.231648 10.584838 6.217446 10.076858 3.683472 11.276081 NA 13.219310 11.949374 10.487061 11.5383364 10.4940397 8.2520575 6.9058599 8.8558957 9.6848762 4.4022856 12.8419562 2.4908268 13.0350515 13.5833599 8.7223871 7.7165239 9.9704108 4.7709294 -0.9015804 9.8778145 5.6298870 10.4212787 9.8786352 11.2556946 14.2460682 8.8075893 -0.3165281 10.0928590 8.0556078 9.7757847 10.8458594 9.7845683 6.1592013 11.4047097 5.5661119 5.4113890 10.6228024 3.2684344 10.9976736 11.8817084 0.9058900 11.9763648 12.9882471 10.5916104 11.1524314 6.5414498 11.3843412 11.5720845 10.8123947 11.2244985 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 1 1 5 2 2 3 1 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 9.5915366 6.9243446 0.4679055 -0.6029638 4.9788958 7.9661836 10.5785463 5.1346892 6.8975478 11.2941631 11.5788072 10.4477863 11.5587065 11.9054765 4.0039889 9.7356555 9.6933808 10.2087251 10.6974723 7.6617040 8.4290929 7.3787370 10.1081773 9.1787388 11.1405523 7.6255620 5.1232854 -1.8541269 NA 10.2979723 9.7440568 4.0528940 7.4611536 2.5383147 8.6267947 9.4864109 9.9112904 6.7826287 3.1460035 10.2397520 9.2919364 8.9757270 10.1897152 5.6537995 10.6800640 NA 7.7862494 11.8934631 2.1460035 10.9332947 9.8028761 8.3915572 1.4679576 10.8955763 10.0115018 7.8840966 8.2093993 6.3700056 -1.8541269 9.8866283 8.7588728 10.2077130 0.1460035 5.8464432 8.9224375 1.6054469 9.8696652 9.9067242 5.8325052 12.0975723 14.2474671 9.9681769 10.4308284 10.8608938 15.8163494 NA 9.1842374 10.5079481 4.7607160 7.8568108 7.5889477 6.2440365 0.4737350 11.3310346 10.4198000 9.9725528 9.3209300 4.9404205 5.5553959 9.3426065 8.3591087 7.9883546 9.4232918 9.6403599 10.5522093 7.3481279 13.7511945 -0.8538662 -0.8538662 6.1175475 10.3221775 8.0008727 9.5183252 10.5359045 2.3159429 NA 10.7005932 7.8790195 9.6079953 8.1835515 10.8364389 7.9977536 -1.8541269 2.0529027 -0.8538662 12.2688324 7.9581815 9.5967002 1.1460035 10.3259134 7.8891559 8.1474125 10.9092167 9.4701848 4.2957524 8.1502251 4.6537995 9.3814203 -1.8541269 NA 8.2662421 9.8988032 9.9549685 8.4532052 10.9158422 9.3778254 10.1063683 3.1002040 9.6408598 7.8325046 8.9042941 4.6160518 10.5452823 5.3259152 NA 8.9008919 13.4042759 3.9273655 4.5210445 12.6010104 8.2427197 3.8464432 6.8568102 9.7907619 11.5568532 10.2649455 11.4206737 11.7860798 10.6095287 9.1642045 6.9371678 10.5348289 10.4900228 9.1471945 6.4903006 0.9533770 0.7310094 NA 9.5617462 10.8019822 9.9306392 7.8113400 10.0436457 12.0635629 5.2334663 9.3027196 5.3058757 11.7978409 10.3419916 9.8250445 6.5553959 12.2438719 11.9476117 10.7880560 8.5780764 2.7701102 9.8954549 10.0186792 10.6008177 9.3706089 11.1970433 9.5516777 8.8015351 10.3751236 4.1460035 7.0317007 7.4543437 9.3438353 11.2833157 8.2805462 8.7683034 3.1460035 11.4238729 9.4267751 11.8358932 9.3542388 9.7749055 10.3712118 11.6515678 9.3259134 6.1903976 -1.8541269 9.4549122 8.0870517 9.8377479 9.0566472 10.4473862 8.6318337 7.8077825 10.8287795 8.7524094 2.5383147 7.2752874 4.8325052 6.9002908 4.7309660 0.7310094 11.0828263 6.5340211 6.2492917 9.4498021 6.3535562 -0.8538662 11.0337962 10.2947987 11.2673760 10.4007377 8.3566756 9.6127539 5.9737605 11.1778778 11.8403622 10.5881703 10.2957515 12.7888458 -0.8538662 7.7808153 1.3159140 10.0468712 10.2427196 8.0767419 9.0965602 13.6242368 15.7532769 0.7310094 11.6514438 10.1746012 0.1460035 4.7005951 8.5712202 -0.2689906 2.4679315 8.5468837 7.7826287 14.2903240 11.1109084 9.5035564 9.4457848 9.3639621 12.0515794 9.1304228 9.0651210 11.3967469 -0.8538662 2.4679315 9.0408220 10.0611368 8.1544328 5.4497858 11.4061888 10.4045703 10.7696573 9.9984208 8.7243771 11.2543655 8.0332248 5.6635951 9.1488195 0.00018229 0.00018229 0.01042400 0.01474900 0.01126100 0.02328600 -0.52553000 -0.00318590 -0.06946600 -0.06946600 -0.06946600 1.34730000 -0.01230000 -0.01230000 0.00018229 0.00485790 -0.52573000 -0.52573000 -0.52573000 -0.52573000 -0.52573000 0.01474900 0.00360760 -0.52553000 -0.00263220 -0.00263220 -0.00318590 0.00903120 -0.00346270 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.6436068 11.0876022 11.1519797 10.3237353 10.5961846 11.3279330 4.2957524 -0.2689906 7.2957515 2.6695711 12.4856456 8.1672064 7.6054358 5.3307807 8.7877400 9.2188068 11.9326824 7.9469045 11.1134108 8.9557725 9.0255875 8.8021609 9.1240355 8.0558973 7.2039959 10.7783180 12.9734959 10.232472 10.653799 NA 9.286195 8.266242 10.538858 9.387988 11.432129 9.356067 9.692899 8.264945 9.531867 6.956576 6.782629 9.249292 6.034748 6.022521 9.257792 10.403097 12.552276 9.564384 12.812506 6.570968 9.350575 10.111789 14.804983 12.334825 12.956476 11.380223 1.146003 9.474679 10.195853 10.545816 9.324669 9.825044 9.509592 10.015984 10.273999 11.322957 3.789865 5.212095 13.331945 11.003791 8.460021 6.040822 9.631331 -1.854127 11.911083 NA 12.400147 12.087966 11.470747 11.294163 10.208725 6.800640 7.438326 8.824605 9.560161 5.521044 13.437158 2.846453 14.344910 13.347631 8.836002 9.733974 9.873499 4.700595 -1.854127 9.270126 8.931457 9.362144 10.283956 10.879443 10.818430 10.895455 0.953377 9.895874 7.961388 8.918319 12.033320 10.215790 1.730966 9.935538 6.696751 8.432562 9.930639 5.440627 11.283316 11.548883 NA 12.469341 12.194321 10.398078 10.828780 7.580632 9.974934 10.644106 11.016092 11.035510 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 3 5 2 3 4 1 4 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 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 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 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 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 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 6 0 0 0 0 0 2.288889e-06 1.283165e-06 NA 10.16825304 9.92424659 8.35737957 NA 9.77068190 6.32521010 -0.51292532 0.85718481 4.55310242 8.95868987 9.66754553 5.01057846 5.34499533 10.51699197 12.52987101 8.01253571 10.17788566 11.18159022 2.94645015 9.04064398 7.49263915 10.22721701 10.56082155 9.05306870 9.63167291 7.82454766 6.98286926 9.48560514 13.65564762 8.10328781 7.34499533 -0.51292532 NA 9.93822580 9.36353162 5.29437078 6.77703302 3.01058293 13.69482976 9.69463909 9.54161899 7.86855775 4.04160221 11.77443849 9.23772169 6.57447697 11.41256911 10.51457510 11.34887701 NA 9.09988323 10.70950768 4.73494260 12.07947172 10.35853495 7.84456643 -1.51292532 10.16649478 10.63885572 9.81849143 7.27164977 6.28791365 NA 9.22595137 8.04160330 10.18485105 0.07203718 7.28791457 8.75614130 3.48701035 9.11363643 12.05116417 5.54229830 9.90061613 15.43029640 9.11089616 11.01057664 11.28730791 15.58724581 NA 8.51768198 8.24190214 3.97886373 7.84016170 8.43099440 9.32069542 1.29437078 11.44520485 10.44484221 9.75204356 3.18745105 1.07196856 1.29437078 9.26097809 8.97183752 8.00271433 9.62912180 9.64562439 10.31911356 6.48701517 13.50508442 0.80892043 -1.51292532 6.18745501 10.65850428 7.46429497 8.58109247 10.90855355 NA NA 9.28305431 8.65066441 12.00803841 9.28386553 10.80894278 8.23688433 NA 6.92164341 2.73493718 11.14433309 7.27164977 9.94028526 3.73493718 9.91537480 10.16693457 7.55040973 10.65756570 8.82017003 2.80894101 7.55579315 3.39391038 9.80950625 NA NA 8.44701667 8.72183197 11.30938631 8.37575799 8.92372621 9.72601647 9.91694443 NA 10.38825865 6.64688555 8.89640567 3.29437078 9.38637167 3.24190118 0.80892043 6.86205458 15.13134979 4.07197714 1.48702321 6.14522705 8.74322344 5.02617151 5.55310242 11.24357097 10.76923436 9.90539438 10.33446358 11.55215475 11.18702081 8.36045866 10.58636244 10.28345998 11.24523787 9.21068425 5.05686961 -0.51292532 0.80892043 NA 9.41108490 7.50938232 9.32779266 8.59815041 10.08175917 1.65695393 3.61629888 10.97334694 5.24190118 12.17274899 9.97836669 8.70739296 4.55310242 11.55830940 12.68638028 10.97686266 9.38895258 2.98781199 10.43866369 10.02423309 11.44357231 9.52181359 9.89321961 9.88629254 9.03583667 6.04925611 1.65695393 9.04447827 7.11272307 8.20811386 11.11432056 9.11349944 6.09988218 3.24190118 11.48578137 8.16649453 11.18940386 6.39390523 10.10494124 9.84181497 12.67173508 10.14388635 8.62784428 -1.51292532 8.41479261 6.69646823 9.40438672 8.73968004 10.97648386 9.12725951 8.67930732 9.54838595 6.74910917 -0.51292532 4.84456643 3.07198571 2.87933328 4.69646684 2.80894101 10.54500634 5.58504666 7.05306897 10.97456832 7.00405413 0.07203718 10.71041308 10.23016602 11.37366387 10.35313447 8.59030260 8.09803945 5.27583025 10.96148109 11.47782777 10.40326740 9.91380360 11.27185394 0.07203718 8.10539994 NA 9.88094138 8.71943571 9.54568290 9.15235051 13.89915444 13.20891489 3.87933328 10.55646448 10.40811178 -1.51292532 5.41775127 8.15235076 -0.51292532 -1.51292532 5.92164341 7.23520721 15.65265775 10.90855617 7.36045910 9.15767081 8.10356373 11.87328134 8.52730458 9.48225900 11.05805621 4.65694250 1.48702321 8.94439553 8.84676408 7.20126040 8.43684144 10.88816088 9.68054009 11.40866967 9.59880232 8.11454870 11.06703767 7.72780612 3.76908407 9.93667916 0.339520 0.354470 -0.294730 -0.294490 0.042024 0.018383 -0.308390 -0.319350 -0.146570 -0.146570 -0.146570 -0.142200 -0.321350 -0.321350 0.348690 -0.307450 -0.316220 -0.671220 -0.671220 -0.294730 -0.294730 -0.294490 0.045282 -0.323300 -0.316220 -0.316220 -0.316340 -0.304870 -0.669360 -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 10.009106 12.146342 12.043401 10.783931 8.851149 10.831033 3.656942 2.294371 7.075729 4.879333 13.435108 8.991327 11.700423 11.090745 8.151266 8.616298 11.944524 6.994809 10.443754 11.300595 8.654433 9.170088 10.757894 8.083204 8.123639 11.365257 12.405133 11.1601029 10.9967897 NA 9.1638532 6.4527997 10.6731289 10.7233279 11.5111155 8.4221796 9.5564645 5.7998981 9.9011713 6.3512007 9.7549718 9.3071935 5.3325039 7.7677852 9.3079913 7.4785367 13.6900950 9.2089683 12.4240206 7.0632344 9.5355015 11.2576785 16.5108502 11.7622662 14.6364641 10.3916493 0.8089204 9.4118272 9.5375436 11.7171852 8.7455805 8.7073930 9.8004646 10.3254307 11.1111247 11.3424672 2.1874511 4.3449989 15.5785872 11.0122908 9.6214409 6.4470171 9.3688934 NA 11.6828482 NA 13.0703913 11.7572895 10.9114434 10.51699197 10.22721701 5.80894359 2.39391038 8.90275647 9.00172879 7.91955640 13.04710385 3.53140642 14.40855346 12.46348928 8.43684144 8.86774638 9.98386848 4.10172570 0.07203718 9.77760957 8.08506715 9.67374791 10.17526498 12.11785056 11.95792769 10.16605485 0.80892043 10.50521481 8.41034195 9.30079594 11.42402059 9.81119517 2.87933328 10.15412621 9.81905118 7.41182703 9.32779266 4.10172570 11.11432056 11.06703767 5.14522501 13.89331934 12.38571052 10.47427866 9.54838595 8.31038193 11.07619764 10.52009346 10.86198893 9.36255668 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 1 6 2 2 3 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 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 2.878451e-06 9.710437e-07 NA 9.90514990 10.19042807 7.45319819 5.84690195 10.01368850 6.76831138 -0.63688501 NA 3.49236596 8.01234184 10.89592830 5.47161019 6.37989297 11.32850900 11.82724826 9.56459671 10.53175758 11.97664470 2.94804011 9.85142768 9.22028884 10.36449364 10.61427191 7.95554239 7.74462868 7.64385619 8.84790830 9.05482895 10.32814812 7.72684756 5.94804712 NA NA 10.25106753 9.48461891 4.03550955 6.66686593 2.82252622 8.36449364 9.56704512 10.01503405 5.82251602 4.11796926 10.02129691 9.81943987 1.94804011 10.09610079 5.09100582 11.17886898 NA 8.17365715 11.60893521 2.17043787 10.65079776 9.87927783 7.95741029 NA 10.69119093 10.19348175 8.10623681 8.01951011 5.92532774 NA 10.20504288 8.51916838 9.37291402 0.36311499 5.18326418 8.59070119 1.68499822 9.37291402 11.25676614 6.83881944 11.91945737 11.74259917 9.86193459 11.12068377 10.65713174 15.80388972 NA 8.58829301 8.22572271 4.59190676 7.81016865 7.45584255 7.46111760 1.68643329 11.44473528 10.22494780 9.98833760 8.47552512 2.53301507 5.02129760 9.45253593 8.85794089 7.81635587 8.78935008 9.60506850 10.33247198 7.75110281 13.08871796 NA -0.05199728 5.90224486 10.38718620 7.71402429 8.96299835 10.78172870 4.64848845 NA 10.51632073 6.69847548 10.58643553 7.40747937 11.03152726 7.90998006 NA 2.68502066 0.36311499 11.68937443 7.86492278 9.52484707 3.91767043 10.07475240 7.47942945 7.96856485 10.91791407 9.08076184 3.61100709 7.57740466 5.14444616 9.25410953 -1.63710936 -1.63710936 8.70182175 9.86939304 9.90563370 8.58949760 10.52484717 9.52358724 10.09355555 0.94807750 9.56826777 6.98513721 9.09963106 3.64293257 10.34322503 4.26997568 NA 7.83881881 13.73333009 1.94804011 2.17043787 11.57573380 8.24113611 2.45053825 6.23960235 11.37011267 11.15750130 9.83425250 11.20307651 12.34678715 10.74435799 9.24649241 6.50774391 9.91623463 10.49429929 8.88974122 5.46111597 1.68499822 -0.63688501 NA 9.57070996 9.51600392 10.11588418 7.42917489 9.74257757 9.96856499 5.30559849 9.69344218 4.72063964 12.35558125 10.16196223 9.55352735 5.06352451 11.51172088 12.17033972 11.25998542 8.74307025 3.78498550 9.83018147 10.04914813 10.90030381 9.11295472 10.68810971 9.77512595 8.57861837 10.11253594 2.94804011 7.17043987 6.96299777 8.68951478 11.26055276 8.68668050 8.75158724 3.94804945 11.69133961 9.30119482 11.87446748 7.92913944 10.08375720 10.67313007 12.14935506 10.20975113 6.63454826 NA 9.14935515 8.13457469 9.40406010 8.54050509 10.36269091 9.14608367 7.53301040 10.67568478 7.67142430 2.88664769 6.44523506 6.51790398 5.13087323 4.90147032 0.94807750 10.68501356 6.49236917 6.99971030 10.63459808 5.58563861 NA 10.74894780 10.33606520 11.37431269 10.20031908 7.75325420 8.83562411 6.29677675 11.46407621 12.63746358 10.84488485 9.89202788 11.60238561 NA 7.42917489 0.68499822 10.03374165 9.18724863 8.83272739 9.44722935 13.88946239 14.62994515 1.17043787 11.28641291 10.32417334 NA 5.08964221 7.59854907 0.68499822 -0.63688501 7.71843629 7.78093799 14.04226309 10.55784228 8.92246250 9.56520930 9.03462649 12.01951029 9.09270614 8.84340102 11.70682635 0.94807750 2.26999063 8.79979708 9.53301040 8.35177009 5.18326418 11.60491965 10.30999172 10.63191977 9.76237938 9.42175369 10.86318040 7.45584255 5.14142462 9.52232612 0.00110930 0.00110930 -0.00069303 -0.00443120 0.00114860 0.49649000 -0.00304750 -0.00421910 0.01684500 0.01684500 0.01684500 0.01684500 0.00485790 0.00485790 0.00110930 0.00499690 -0.00013862 -0.52685000 -0.00069303 -0.00069303 -0.00069303 -0.00443120 -0.00110870 -0.00304750 0.00000000 0.00000000 -0.00421910 -0.00124730 0.00124810 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 11.04586059 11.20818338 11.11085884 10.79588827 10.84059077 11.05853121 4.29381923 -0.63688501 6.81429662 -0.05199728 12.94757822 8.45493053 3.85494316 7.33964961 8.49175010 9.47682760 11.71167528 8.02308122 10.93104151 11.17285357 8.82763106 8.59425853 9.39505530 8.39513094 6.88272130 10.45749303 13.22460856 10.855439 10.441570 NA 8.758620 8.227272 10.358853 9.812750 11.556611 9.431192 9.746250 8.414295 9.530503 7.365901 4.789348 8.895441 3.886648 6.221067 9.621062 9.683886 13.606743 9.470303 12.524139 5.519825 8.485913 12.244295 15.071051 12.178168 13.333820 11.220678 1.363059 10.330672 9.855940 9.193601 9.112955 9.553527 9.704604 10.103709 10.310357 11.595955 2.822526 5.562758 13.812516 10.722835 8.549200 6.144444 8.876813 NA 11.607598 NA 12.695681 11.948749 11.224366 11.32850900 10.36449364 7.18326418 7.97410996 8.69288187 9.48526641 5.81429662 13.62042391 2.45053825 14.15483337 12.95688502 8.77565538 8.81900837 9.80913481 3.91767043 -1.63710936 9.10033277 8.63338071 9.51916858 9.97871503 10.91503397 11.18446082 10.74759938 -0.05199728 10.10202214 8.94804799 8.76182911 11.93862466 10.25144821 2.75540037 10.04783404 8.07733113 7.94428629 10.11588418 5.48202540 11.26055276 11.22959165 NA 12.98947893 12.22203774 10.15668873 10.67568478 7.63221222 10.46276195 10.42378131 10.98460850 11.58406674 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 6 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 2 2 5 2 3 5 3 1 NA NA 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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0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.282828e-07 2.080808e-07 NA 11.3169567 10.4709016 8.6919009 0.9984122 10.0932834 9.7668762 -1.3233715 3.7745130 3.8057671 7.6101766 9.1773276 6.4838400 5.4446704 11.4454971 12.4107721 8.1215009 11.3937338 11.9702448 3.2614556 10.2430155 8.7967236 9.4363740 10.2824282 9.2838162 8.4902669 6.4179521 9.0229994 9.1773276 14.3015676 8.2109835 2.9984122 NA 0.2614706 9.8841102 8.8539052 4.8663096 7.4902669 4.5591308 11.3767088 9.4676487 9.7324461 9.4363740 3.0688084 12.2504880 9.8057689 8.2482383 12.2128545 6.7797732 10.9572566 NA 9.2358630 11.5598928 3.5344725 12.0406205 10.4284482 8.2059164 1.8463930 9.8322275 10.6014245 9.3146773 7.6932939 7.4773859 0.6764480 10.6483886 8.8464109 10.2852027 2.9984122 6.7745183 10.1773277 2.2614405 8.5453086 9.2838162 4.3489122 11.5916650 12.8608188 9.5398978 11.9400485 9.7002401 14.7166043 1.4838287 8.3559659 9.0794979 4.6072238 7.4578454 7.2911956 8.1603016 1.9984122 10.5867538 10.3466994 10.4322080 9.0677293 1.8463930 1.2614706 9.4171099 9.7160903 7.8031902 8.2098155 8.9595743 10.0400731 7.4741472 12.9731153 1.2614706 -0.3235520 1.4838287 10.4729310 7.8211438 8.8859391 11.2046957 NA NA 9.6665897 7.7718829 12.2342116 9.0129924 11.1990674 8.1048461 -1.3233715 8.2214503 -1.3233715 10.4950680 7.0558637 9.3717141 2.6764931 10.6598357 8.4870574 7.9779822 10.7181450 9.3656103 1.8463930 8.5908711 6.4578454 9.0901137 NA NA 8.5077931 9.1961221 9.6422702 9.1990674 9.6644603 9.6153302 10.0196715 4.9053028 9.7639486 8.0666549 10.4226264 4.1359206 10.1961221 1.9984122 NA 6.4966653 13.7272273 6.6364883 5.6877130 9.9699574 8.4822296 5.6306821 6.5282353 12.0603251 11.5150988 8.9995406 11.3431537 11.6788385 10.5453084 8.7126594 9.2708104 10.2698769 10.4073805 9.8203729 2.3769293 4.2000492 -0.3235520 NA 9.9142933 8.8338328 10.3656102 7.3275374 9.0180491 9.7566370 3.9618918 9.1194293 9.3338043 11.2365798 8.5172639 9.7009330 6.4838400 11.2007826 12.4904674 11.9809797 8.3524430 2.7639427 9.8357264 9.8998842 11.2458668 9.6197332 10.3026511 9.9670807 9.7215629 9.7612943 6.1603011 4.8859404 7.7317684 8.4162664 11.1266661 5.2368944 6.9646597 4.0340396 11.1246021 8.4044063 11.6560896 7.0384296 9.8545281 9.9010904 11.4541521 10.9647751 8.2000477 -1.3233715 8.3559659 8.0985506 9.8141175 9.0274250 10.8005263 9.0805631 8.1822975 10.7304117 8.1501915 1.9984122 6.3975857 4.1683372 4.2614481 4.3769224 3.7208804 10.4962657 5.0858750 6.7208804 10.1898532 6.6012984 -0.3235520 11.1194293 9.7843567 11.3288827 10.4557948 9.2623873 9.0319360 6.9665043 10.9359349 11.3851387 10.2852027 9.8992808 12.1723408 -1.3233715 8.1297565 -0.3235520 10.1486689 9.0296326 9.0263198 9.0698764 14.3370110 13.8583757 -0.3235520 10.6530499 10.8501629 -1.3233715 5.1027505 7.5313542 -0.3235520 NA 8.1131973 8.4363738 14.9443698 10.6361256 9.8908049 9.0879969 9.1152778 11.6270417 8.7290537 9.3620144 11.8627549 1.8463930 3.9984122 9.8275023 9.1471446 7.3311221 7.0029151 11.7278647 9.9297423 10.7748469 9.6451526 8.4578454 10.8498507 6.9101054 3.6814380 9.9321046 0.11565000 0.11565000 0.23783000 -0.22342000 0.00840410 0.46844000 -0.00373950 -0.00429290 -0.02067900 -0.02067900 -0.03012500 -0.01725000 -0.22084000 0.11565000 0.11565000 0.00705770 0.18753000 -0.23018000 -0.23018000 -0.23018000 0.23783000 -0.22342000 -0.00097017 -0.00373950 -0.22121000 -0.22121000 -0.00429290 -0.20398000 -0.23594000 0.000 0.000 0.000 0.000 0.000 0.000 -0.204 -0.236 0.000 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 -0.212 0.000 0.000 -0.043 0.188 -0.223 -0.223 0.000 0.000 0.000 0.000 0.000 0.456 0.000 0.000 -0.221 -0.221 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.204 -0.236 0.000 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 -0.212 0.000 0.000 -0.043 0.188 -0.223 -0.223 0.000 0.000 0.000 0.000 0.000 0.456 0.000 0.000 -0.221 -0.221 0.000 0.000 9.650183 11.715405 10.543765 10.251552 10.210789 9.211761 5.866310 3.763953 7.390731 6.007402 13.743080 8.518585 11.713175 12.171425 8.088357 8.289355 11.134380 6.298537 10.572818 10.275934 8.338264 9.252432 9.684263 7.338264 6.753301 10.920552 13.243075 10.9229295 10.2141895 -1.3233715 9.0006662 8.3489114 10.6390204 10.0628872 12.4203735 9.1623150 10.3581635 8.9232264 10.9708194 7.8388774 8.3941621 9.2501331 6.9526096 7.1763317 8.0362352 9.4982598 13.3872922 9.4271928 15.0406205 5.2671462 10.6722530 12.5553031 15.1650635 12.9473651 13.4170045 11.0953925 1.6764931 10.3782255 10.6332249 10.9127990 9.4363740 9.7009330 9.9041017 10.7009330 12.3108431 11.9303333 5.6072238 5.7639480 13.8033564 11.4137332 10.2005377 7.9779822 9.0428079 NA 11.4568205 0.2614706 12.9170536 12.3081131 10.9485324 11.445497 9.436374 7.341822 5.885940 8.637935 9.460303 6.698853 12.693721 2.676493 13.126988 13.382118 8.257686 8.081330 10.090643 6.816038 NA 9.549930 7.207867 10.754637 9.908307 11.132840 13.181987 11.270344 2.261441 10.201028 7.739881 9.079498 10.963332 9.505416 4.231071 10.404832 6.919659 6.383844 10.365610 5.687713 11.126666 11.188485 NA 12.341822 13.243669 9.841393 10.730412 7.331122 11.713346 12.048943 9.895255 11.156468 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 1 3 1 1 2 3 2 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 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.3307242 3.0172093 10.1017492 -0.8408875 8.0914497 11.1147030 1.9665781 10.5789315 10.0426416 8.1760430 -0.8408875 11.1135509 10.8087917 9.4845176 7.4675738 3.3291667 0.7441611 9.0349841 8.3378997 11.2102736 0.1592417 6.0172160 9.4204893 0.4811956 10.7730241 11.6137910 3.9921249 11.7489958 10.5485971 9.3521439 10.1464987 9.4024086 16.6403758 NA 8.0661253 10.4808810 4.3880517 7.5515522 8.4800352 4.0418738 2.0728261 11.4096811 11.7045612 10.5383422 9.4347773 6.2145173 2.0661236 9.7702595 7.8734804 8.6749344 8.7080565 9.8665938 10.6988782 6.6349678 13.7163094 3.3686846 -1.8406292 5.2677605 10.5214524 7.4213294 9.0548100 10.8064682 3.8316645 NA 9.0578361 7.5364454 10.4951665 7.9665897 10.6331941 8.6420427 NA -0.8408875 -1.8406292 12.6587692 7.5558392 9.4089407 1.7442042 9.3203664 8.6390150 7.7080568 10.6565875 8.8509781 1.4811439 6.6309092 3.6510861 9.3820295 NA NA 7.6650459 9.2473603 10.6884211 8.4095331 10.6638054 9.7628610 10.4121957 1.6186615 10.5348172 10.2566084 9.8206876 4.4088681 9.5520886 5.8457359 NA 9.3153178 13.6122802 NA 6.4811633 13.0442160 9.2768777 3.3686846 6.9568965 10.9247280 11.0489287 9.9128693 10.7418471 11.1610281 10.7988015 8.0706265 8.5342741 8.0691275 11.2770401 8.9879504 3.3291667 2.4811698 -0.2558389 -1.8406292 8.3613587 10.7704900 9.0966084 8.3178445 10.4644443 14.8813351 4.0418738 9.8048932 5.1134296 11.6651702 10.6640536 8.9015442 4.7885918 11.9176661 12.4709830 11.4615880 9.2419560 2.6420777 10.6535902 10.0070751 12.0464553 8.4154435 11.1359778 10.2400521 8.9249351 11.0092261 2.3291523 0.4811956 5.4811633 8.6896409 11.2418827 12.0340892 9.4122195 1.4811439 11.9263846 9.0623633 10.8161064 8.9132871 9.9766181 10.0814474 12.0410178 9.4295300 7.4834152 -0.8408875 9.7771613 7.2280125 10.4572972 8.6680198 10.8988676 8.7940457 8.0078576 9.8747678 9.1514649 0.7441611 7.6390150 2.6186615 -0.8408875 2.9665966 -0.8408875 10.8805475 6.1134317 5.3784041 8.7466467 5.9223144 NA 10.6744417 10.6168721 11.4954622 10.9891555 8.9340216 9.2703638 6.2312865 10.1553550 10.2101037 10.4204481 10.1393742 11.1172435 -0.8408875 7.9389538 0.7441611 9.8338682 9.7314613 9.1960950 9.3735538 13.0956886 14.3921240 -0.2558389 9.8888554 9.7143031 NA 3.3291667 9.5521317 -1.8406292 -0.2558389 7.7867688 7.2987857 13.9235102 10.7530926 8.9348449 9.2962259 9.6052841 10.8398140 7.7460742 9.3081117 11.0309474 2.9665966 1.9665781 9.8470478 9.4990847 7.0899716 3.9405990 11.2728140 10.0551886 11.4577269 10.0988139 9.5429390 9.7661025 7.6964529 4.4101986 10.0403486 0.0076531 0.0076531 0.0272140 0.0164230 0.7353000 -0.0161000 0.0076371 -0.0051247 -0.0629000 -0.0629000 -0.0629000 -0.0629000 -0.0162330 0.0077763 0.0076531 -0.0044657 -0.7760000 -0.7671500 -0.7671500 0.0272140 0.0272140 0.0164230 -0.7707600 0.0076371 -0.0173930 -0.0173930 -0.0051247 0.0074980 -0.0209630 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 9.766102 11.652089 11.329316 10.206359 8.780371 12.654590 2.246712 2.159242 7.819231 3.618662 11.245703 8.266438 12.684817 7.450543 8.133147 8.923277 12.107876 6.344109 10.576032 9.305803 8.748886 8.792875 9.951769 7.895636 7.378403 11.246532 12.549269 9.4974140 10.6344614 NA 9.1257402 8.1279015 10.6001039 10.5282867 11.1871407 8.1422281 9.6232697 7.7867688 9.5696861 6.8837491 6.3089815 9.0109837 5.5515529 5.5601127 8.0585914 9.7133439 12.1240267 9.4618735 12.7166385 6.4710736 10.4791890 10.6633088 16.1830648 11.7361913 13.8754379 10.8631383 0.4811956 11.5285594 8.2172264 10.5917765 8.9617509 8.9015442 9.7119037 9.8596744 10.2202683 11.5337308 0.4811956 5.2572671 14.2587705 11.4877694 9.4527064 5.6186674 10.6329404 -0.2558389 11.7268343 NA 12.7293275 11.0958487 10.8518501 10.7430226 10.1286212 6.2677586 8.2212807 9.1995244 8.9698064 6.7441974 12.4642091 1.4811439 13.7882212 12.5172677 8.1119760 8.6164823 10.0623634 4.5515529 -1.8406292 8.8245706 7.7702595 9.3000645 9.2212200 10.6430504 11.4898715 9.7267154 -0.8408875 9.9434605 8.7195675 8.6915907 10.7603090 10.1777827 1.7442042 9.8382749 11.2538073 7.6510876 9.0966084 4.1592336 11.2418827 10.8503238 NA 12.9167288 12.2803634 10.8219030 9.8747678 7.8174461 10.8503238 10.1507565 11.9381444 10.8829553 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 3 3 4 3 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.5092592 10.8801358 8.6381745 8.2518161 4.5107151 11.5800991 8.3766971 11.2202985 7.5816578 10.3130743 10.0478700 12.1244741 10.4872553 7.8806984 0.1414328 8.5830414 7.4813304 9.5430711 8.5899410 10.4576376 8.4990326 8.8773185 9.9947900 7.8419203 3.1414818 6.6754589 3.2569503 7.5821563 5.0956755 2.0159614 10.5747182 4.8419178 6.4082669 9.9846479 6.7105764 -0.4433989 11.1656967 10.0810597 11.6759455 11.7220531 9.1442955 8.7792768 6.0748950 10.6087464 11.4172170 10.3646778 9.6219341 11.1185219 NA 9.2351182 -0.4433989 10.3711004 9.6056858 9.2093630 9.4490607 13.2712465 12.4723974 4.2289418 11.2495693 9.7201676 NA 4.4872548 9.2988274 1.1414982 3.6009120 7.8162611 7.8557263 14.0842393 10.1717476 8.3686955 9.1168508 10.0225945 11.0151809 8.8419203 9.6118682 11.3317167 3.1414818 4.1414818 9.4543635 9.1043765 8.1187605 7.8020704 10.9693524 9.4237966 10.9916673 10.2303924 8.8545804 10.3333622 7.3411532 5.2844401 10.4883636 0.5949500 0.6200600 0.0726840 -0.0066432 1.2557000 1.1866000 0.3832000 0.1355400 0.5023800 0.5023800 0.5023800 0.5454100 -0.0561160 -0.0446860 -0.0546900 -0.3460700 -0.0546900 -0.7341600 -0.7341600 -0.7341600 0.0726840 -0.0066432 -0.0608830 -0.4851200 -0.5431000 -0.5412800 -0.0896400 -0.3495000 -0.4913100 0.000 0.000 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 0.000 0.000 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 9.963254 12.298512 10.173986 10.197667 9.401224 12.332848 6.665043 3.685806 8.198570 5.905245 13.055180 8.732130 12.285926 10.252073 7.961468 8.237756 11.102930 5.600912 10.585115 11.363470 7.816261 8.899804 10.410436 7.746342 7.398869 10.943728 12.175362 10.544137 10.331305 5.426882 8.961659 7.751275 10.345644 10.713865 12.024633 8.525185 10.107746 7.782930 9.647953 8.020043 6.221854 9.599545 6.133948 7.256958 8.042347 9.979108 12.704041 10.137248 12.626303 7.967287 10.958198 10.884351 15.494340 12.123761 14.363772 11.243894 3.311401 10.856012 8.880699 11.698625 9.423024 8.837289 10.106303 10.186330 10.702768 11.348086 6.015950 5.991145 14.978854 10.865426 9.120667 7.454363 10.351746 0.556503 11.142419 NA 12.651585 11.717603 10.818613 10.8554397 9.8026648 5.4872548 6.7610898 8.7937278 9.2630140 6.7512749 12.3006844 2.5565275 12.4802169 13.1406584 8.7610891 8.6524162 10.0922793 3.0159435 0.1414328 8.7841339 7.5107143 9.8186129 9.8823630 11.1480403 11.5962939 10.0307310 1.1414982 9.3901988 8.0403336 8.6663486 11.0568620 9.6947898 2.7264389 9.6702602 8.2482616 8.5237442 9.3846545 3.5565153 10.8801358 11.0264142 5.2289418 12.9032395 12.3146371 10.2967204 9.9947900 7.4931557 10.7859377 9.8840707 11.4256935 10.2754746 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 1 1 5 2 2 3 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.7128930 2.9766752 6.6226712 9.6385889 0.5436938 9.9030298 10.1569565 6.4697183 11.7150953 13.3963271 9.4950041 11.0623727 10.8093345 16.6690402 NA 8.6022523 10.2986070 4.1525323 7.3917162 8.1933351 6.0291458 1.3394795 11.4188545 11.5494844 10.6929586 9.0072440 3.5071984 6.7840341 9.5112340 7.8511481 8.3171883 9.2845123 9.5392040 10.4125421 6.8620360 13.5359852 4.9632568 -1.7784322 6.4116161 10.2743595 7.7315661 8.7744606 10.8463585 5.1990716 NA 8.7335442 7.1466043 10.1757950 6.7136450 11.0147850 8.3158691 NA 2.8067571 0.8067777 12.5076993 7.3407323 9.1249200 2.1286893 10.3046057 7.1730765 8.2702785 11.1328088 9.3677236 2.2217843 7.0031513 3.2661869 9.0983085 1.6812244 NA 8.8826788 9.4512111 10.3374854 8.1301839 10.7453534 9.2231995 10.4373244 -1.7784322 10.0443623 9.1361765 9.2642033 3.6480512 9.9082919 2.9222359 NA 7.6311821 13.6777607 2.4697297 8.5605277 12.8072822 8.9556543 4.3510770 6.4649655 10.2885534 10.8660984 10.0166135 10.2818118 11.2257819 10.9752171 7.9581931 7.8438432 7.7374914 11.0343699 9.0608772 4.2878786 1.5437433 -1.7784322 NA 8.4720897 9.8647456 9.3099172 7.6459574 9.7876693 12.4778527 4.0291436 8.9368955 6.0096943 11.9735447 9.7186452 9.2040720 3.4312485 11.2380774 12.6450387 11.3298258 9.4196225 3.1358796 10.3002758 9.7604653 11.7688064 9.1532678 10.7747006 9.2952636 8.8151825 10.3674052 3.0797706 7.3484962 6.1166101 8.7424102 11.6313150 10.6088502 9.2276966 4.8942163 11.6212029 8.2302198 11.0826844 10.0125472 9.8240263 10.3715385 11.6063054 9.3211391 7.5369411 -1.7784322 8.4226901 7.0828782 10.4952956 8.9924552 10.4717344 9.0072440 7.9100418 9.4367176 8.6065751 3.4697167 10.2455458 4.1044373 1.3917127 4.8656467 1.8067365 10.7470675 7.6893970 7.0096943 10.4939575 4.6207917 NA 11.0015108 10.6906700 11.0651237 10.3565386 8.8520585 8.8102811 6.4729897 11.1445616 11.1298087 10.7123917 9.6248035 11.3470435 -1.7784322 8.7878454 -1.7784322 9.7599804 8.8602272 9.1249200 9.1825175 13.5431559 15.2772539 0.2218152 11.3726493 10.0186422 NA 2.8656417 9.3581417 0.5436938 3.6480512 7.0323632 7.2047853 14.0684571 10.3368416 8.3420293 8.7186452 9.1525287 11.8425840 7.2932537 9.5779076 10.9579819 2.7453449 1.3917127 9.6750620 9.6098087 7.6853158 4.9222312 11.4751958 9.5765919 11.6996762 9.3968732 7.9325980 9.9870775 7.4116161 3.5729988 10.1097736 0.00046803 0.00046803 -0.00292420 0.44863000 0.46259000 -0.00086658 0.00107430 -0.01371200 0.02086800 0.02086800 0.02086800 0.02086800 0.01234100 -0.00270660 0.00046803 -0.00091445 -0.46677000 -0.46464000 -0.46464000 -0.46857000 0.00162920 -0.00266720 -0.00453230 0.00107430 0.00000000 0.00000000 -0.01371200 -0.00529590 0.00523980 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 10.532972 12.073736 11.043565 10.366768 10.225661 11.836961 6.175988 3.079771 7.954807 3.865652 12.690225 8.949269 5.894216 9.725652 7.856530 8.883570 11.165954 8.271640 10.592206 8.880003 8.681223 9.042066 9.738708 7.978348 7.391716 11.341705 12.571626 9.6883778 10.3988995 NA 8.3224537 7.3664499 10.3923424 10.2624236 11.0080610 9.4944212 9.5571818 7.1074881 9.5335398 6.2217920 8.8401768 9.4768199 6.1990716 4.8364998 9.4171637 8.7335442 12.7806904 7.7035908 12.6498898 5.5187995 10.8219367 9.9745901 16.1068264 11.5920701 13.4965336 10.5616415 1.5437433 10.6435933 10.3910901 9.8831242 9.0379752 9.2040720 9.1384175 9.8198439 10.6167899 11.6258686 2.2217843 4.7295854 13.8273306 11.4746047 9.4500088 7.1584289 9.4177787 -1.7784322 11.3822932 -0.7781848 12.9840696 10.5543763 10.8699243 10.6965114 10.1697935 5.6054943 6.7096311 9.1391635 8.8309702 7.3841828 13.4103694 2.5437186 14.3320912 12.9593028 8.4312448 8.6777760 10.1086311 0.5436938 -0.1933047 9.2469310 8.6173257 9.2210868 9.6745115 11.0846225 11.9758438 10.9866630 0.5436938 9.4590014 7.9394676 9.0080610 10.9905961 9.0921562 1.8067365 10.2214392 7.1613708 8.4649655 9.3099172 4.7609501 11.6313150 11.3860698 NA 12.5514476 12.6417516 10.4376278 9.4367176 7.7453537 10.4762296 10.0586308 11.3282987 11.2321552 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 3 3 4 3 4 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.83993944 9.55051728 7.42890448 10.14067425 10.48187167 8.51047857 8.64385619 9.04642721 6.64729580 9.38426096 13.82914560 8.02752344 7.28177799 -1.06703176 -1.06703176 10.00919725 9.60812469 5.18097530 7.42490278 3.63348934 13.86059626 9.72339832 10.12102032 7.04679225 1.74040952 11.47994422 8.29937197 8.87995597 10.69501648 8.15463687 10.32106707 -1.06703176 9.35090229 11.21902987 4.29060134 11.63218836 9.96026466 7.68793760 0.93304380 10.52236379 11.04268127 9.47102525 8.31242830 7.83994007 3.79103262 9.99981162 8.78791823 10.56468159 2.74040952 6.52550671 9.87556430 6.48763909 9.95818931 8.82179311 4.63348934 11.45071175 13.78440840 9.62914785 10.92031377 9.99374568 15.16666943 3.10297720 8.11046922 8.98833221 4.95541976 8.10797550 8.43886128 8.37806461 3.02051998 11.25131008 10.25947929 10.71972781 9.85934578 3.51800631 1.25495679 9.59215370 9.92740317 8.21613810 9.66267051 10.01918594 10.34137949 7.06747631 12.49433770 6.09292201 NA 3.18097530 10.25215733 7.90171648 9.45857066 11.64686585 NA -1.06703176 9.33286164 9.49529223 11.36653609 7.98561769 10.41535358 8.11544427 NA 10.21207987 2.39248229 9.95611097 7.72421232 9.72176807 4.83993944 9.70288762 8.28177799 7.52550671 10.96061024 9.21382041 3.02051998 8.36559150 6.10297510 9.71276909 1.25495679 NA 7.92173444 9.19983623 11.36428614 8.78791823 9.59749710 9.67535920 9.92102432 3.39248229 10.38632037 9.02580704 9.48859755 4.39248229 9.81416378 0.93304380 NA 8.74201396 14.40558195 4.91032973 4.14250330 6.24593294 9.22537134 4.88724743 6.71440901 11.25723030 11.32402479 9.86304779 11.54936883 11.24608298 10.64729526 9.09292122 9.17741356 9.00719130 11.04385929 9.61054911 5.27290034 2.63350096 -0.06688064 -1.06703176 10.41585773 3.74040952 9.43886128 7.61955020 9.24851634 6.30808961 5.93305089 9.04157428 6.12287354 12.12148408 9.72013616 9.19514456 6.29060134 11.13609184 12.38529101 12.70082041 8.91763911 3.62625222 9.74281787 10.37495643 11.08184410 9.44282472 10.54591829 10.46978262 9.43588149 10.21960756 3.79103262 8.19043757 8.75641688 9.20334507 11.13547972 5.43194048 8.42548364 4.32536483 11.46345607 8.83693149 10.94042747 7.68793760 10.01785818 9.80341450 12.11295886 10.14493809 8.72421266 -1.06703176 8.77853977 7.59482769 9.56422686 8.49147033 10.55757561 8.57870818 8.73879350 10.18275585 9.33819129 0.51803149 7.08279731 3.10297720 4.20843142 4.93304853 2.10296041 10.77814770 5.50290657 6.54038071 11.51622188 7.46719714 0.93304380 11.13456109 10.70453924 11.11140338 11.22738334 8.62653660 9.03501239 6.33409984 10.73758419 10.96681688 9.84369246 9.83013884 11.50219334 NA 9.30808915 2.39248229 9.57780739 8.79413672 8.83994038 9.05587783 12.47849693 12.53261398 6.37599338 10.41988478 10.57058029 -1.06703176 4.81569326 9.09292122 NA 1.93304380 7.76909995 8.53482072 14.10836539 9.91826547 9.06362023 9.21266028 8.69626200 11.70598287 8.73394980 9.83485940 11.30073749 2.51800631 4.83993944 9.42690523 8.67451679 8.14979538 8.99374568 11.10610219 10.11544414 10.53945498 10.11931260 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13.405169 8.638820 8.338191 10.096077 7.913218 8.585895 10.966473 5.605477 10.670297 10.993408 9.155845 8.313359 9.899894 7.209175 6.532962 11.717685 12.614508 10.71563851 10.40116464 -0.06688064 8.66267051 8.27734553 10.14493809 10.06362037 11.87593077 8.66775946 10.17264827 7.68793760 9.73637369 8.61779839 8.64385619 9.07770792 5.95541743 6.93304971 8.36350227 9.02580704 13.28074033 9.60812469 13.52988011 6.75565273 10.90423404 11.53133491 16.03132863 12.56388565 13.95606767 11.21062776 1.25495679 10.31296961 8.71112696 11.65072620 9.53760300 9.19514456 10.39350565 9.96026466 11.10766342 11.49696100 7.31242830 6.66775875 14.67764002 10.81110066 9.32429330 6.37599338 11.23625970 0.93304380 11.48571884 NA 12.76880412 11.78380506 10.94637244 11.08913284 10.14067425 6.66096996 7.94147844 8.19514480 9.51330834 4.88724743 12.60522867 2.51800631 12.96121484 14.15814419 8.55326949 8.56698939 9.77225353 4.10297720 -0.06688064 9.10672676 7.41686591 9.92527997 10.17913119 10.91318937 11.95420325 10.36088636 0.51803149 9.73233145 8.69792148 9.27178608 11.24394649 9.41686549 3.18097530 9.96095574 8.79568709 7.28619641 9.43886128 4.91032973 11.13547972 10.42540370 NA 12.26340648 12.64288748 9.75562052 10.18275585 7.61955020 10.91032965 10.48090822 10.34141664 10.67596541 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 3 3 4 3 1 4 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 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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6.56337171 NA NA 9.82673834 9.39556262 3.45584666 7.60268476 4.23345095 9.58512649 8.65598287 10.09901241 8.49397870 3.15098203 11.50387611 8.97491787 5.73595265 11.18990781 2.87087759 11.22560259 NA 9.88848482 10.88170874 5.89641718 11.35929494 10.88050960 7.38093893 NA 9.99721661 10.06436406 8.13332463 7.61811456 4.84488776 2.23345862 10.25828288 9.07195462 10.58070327 1.06350294 5.34892994 10.00750598 8.55537905 8.74476456 10.73373962 3.06352020 12.39221356 9.38883142 9.49293271 10.66436808 11.92014608 16.29136754 NA 9.51473713 5.87088005 4.79144424 7.74652037 7.79484536 6.61811529 2.38545865 11.42300106 10.90469716 11.07649964 2.38545865 1.64851146 0.06350294 9.54734186 9.48874194 8.01189309 6.83831270 9.97865841 9.45154331 7.02931042 13.38023180 1.06350294 1.38543104 4.38545175 10.27176041 8.00896974 8.69105987 12.00713971 NA NA 9.34661434 8.09143221 10.45591322 8.86118743 10.70918447 8.33498920 -0.93649706 6.57132034 -0.93649706 7.55938091 7.88689334 9.57922579 5.23345095 10.22087297 9.28148359 9.29474709 11.56859322 9.13766746 4.15099015 7.00604102 7.96137155 8.80835995 7.49397870 NA 8.80667753 9.26074268 9.79144651 8.27054015 5.92150774 9.72975005 9.84324539 3.87087759 9.25828288 7.49397870 8.67455069 2.38545865 9.79738868 5.21327340 NA 3.87087759 13.72858428 7.50231787 2.06353746 2.76396390 8.80667753 11.68534898 5.47291662 11.55061237 10.80878017 9.41556940 11.21897673 11.33328972 10.65691712 7.65224053 9.26687390 8.38995565 10.93889142 9.21640660 3.23345862 9.64660875 0.06350294 NA 9.78718691 11.00750591 8.63338144 8.15098862 8.79754124 4.64848845 11.49971701 9.24219090 4.01772597 11.64684389 9.53418497 9.77347140 5.01772152 9.09969970 14.23661751 13.16106438 9.41887701 7.74641556 10.08242158 10.22528770 11.90332028 9.42437312 9.48137847 10.02280347 9.40560058 10.29774466 0.06350294 7.39444297 11.61162541 7.36273375 11.19891467 4.77996881 7.19887619 3.64848845 10.51112583 8.24840153 10.31619146 6.44723038 10.27480595 9.77174778 11.72084447 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13.71120927 10.30013826 10.18958516 10.39891638 11.57552568 11.23969918 10.82997209 9.90053884 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 1 1 1 2 2 3 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.74905284 11.34458042 0.62152444 9.36014367 9.60257992 7.60067563 NA 10.74881861 10.28205181 9.62420967 7.67315075 -1.96353183 -0.37856933 8.92602997 7.22387815 10.57447224 -1.96353183 5.79141298 9.33859355 9.62242727 10.45226760 8.96874051 5.34030589 11.21621263 14.33471377 9.33229484 10.19324098 9.37637591 16.48088161 NA 8.36744271 10.49493247 3.96726085 7.61017295 8.27850893 4.99072347 1.62269613 11.47609705 10.93720401 10.07510191 8.49082521 4.57568748 0.62152444 9.59063495 7.19387324 8.26654623 9.43847210 9.38636003 11.02964116 6.91916844 14.30093182 0.84390347 0.03646817 3.35845253 10.36576164 7.95091102 9.13915788 10.66929390 4.94341503 -1.96353183 9.41156522 7.18373065 10.22152828 7.67496197 10.94641894 8.57955769 NA 1.84386328 NA 12.87410454 7.10530407 9.06926044 3.24598236 8.74991232 7.74215851 7.56985561 11.52887982 9.99906039 1.94343378 6.59876864 3.24598236 9.16129341 -1.96353183 NA 8.05333402 9.66770287 10.14537699 8.39517722 10.90051854 9.75591472 10.51605357 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11.37887837 6.47531839 5.90071227 8.86386847 5.28445491 -1.96353183 10.77883533 10.70430268 11.31729666 10.06546797 10.53412825 8.88657972 6.15608915 10.32250596 11.31599138 10.76338261 10.11167078 10.56375846 -0.37856933 7.67496197 NA 9.27552766 9.05054632 9.14046937 9.16902554 13.13167562 14.82852812 -0.37856933 11.58859453 9.30857248 NA 4.66121373 8.44217800 -0.96353183 NA 7.05889333 7.22881869 14.85646793 11.00231019 8.42561959 8.68578215 9.06374075 11.96504424 6.71248298 9.03218710 11.37832266 1.20645569 1.35845253 10.24689282 9.85670486 7.33802232 3.65123543 11.35450368 9.56888184 10.91821343 9.19639729 8.29626926 8.67767455 6.81473498 4.14504971 9.73869860 0.7811400 0.7811400 0.0269020 0.0273230 0.7962200 -0.0015576 0.0085801 -0.0164620 0.0073275 0.0073275 0.0073275 0.0073275 -0.0186050 -0.0186050 -0.0035551 -0.0767430 -0.8517100 -0.8226200 -0.8226200 -0.8226200 0.0269020 0.0273230 -0.8436700 -0.0166000 -0.0090238 -0.0090238 -0.0164620 0.0103910 -0.0098516 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 9.953152 11.871787 12.274557 10.874745 9.015236 10.642700 3.165815 -1.963532 7.660407 3.206456 11.578469 7.653369 6.594947 11.023873 8.404552 8.800568 11.176717 7.080920 10.435537 9.436338 8.720398 9.019983 9.140948 9.063049 7.922222 11.928594 13.501550 9.5595977 10.7289234 NA 8.5679074 7.6139544 10.7782035 10.2386497 11.3030197 8.8022265 9.2737359 7.9022593 9.4304526 6.2312826 6.2986198 8.7729278 3.2064557 5.8630737 8.0671929 8.2176781 13.3327610 8.4427308 13.1966730 6.5715676 8.6713369 10.9546437 16.0374667 11.1105000 13.4284407 10.2761244 0.6215244 10.8223870 11.9184046 10.7280513 8.9914493 8.9305857 9.5056589 10.4242740 9.1411247 11.6815054 1.9434338 5.5522264 13.9277257 12.2295892 8.8309417 6.4627902 9.0393408 NA 11.5788323 NA 12.8628261 11.4658018 11.1186749 10.6139547 9.6433937 6.0809198 6.6911614 8.9702166 8.3345884 6.1292830 12.8334704 0.6215244 14.2461125 12.1445602 7.7177641 7.7915803 10.5425855 2.4288392 -0.9635318 8.0685714 7.0449547 9.7669961 9.2550347 10.9411605 10.3604251 9.8511083 -0.3785693 10.0640863 8.1226618 8.6521555 10.3053602 9.5448159 1.0365385 9.8182954 3.6803806 7.0223678 9.0609731 7.7830401 11.1666137 10.9696632 NA 12.8955267 13.1006792 10.8404551 9.5343778 7.4352694 10.7410780 9.6996393 11.4480501 10.5494934 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 5 3 3 4 1 1 4 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.3692218 11.6187493 11.5550226 8.1446802 NA 10.3533330 11.7629492 NA 2.4196468 3.5378427 7.6698715 8.0445805 5.8977390 5.9255722 10.5415951 12.4530252 5.2891631 10.2276080 11.5898675 2.7184164 8.0059916 6.9255734 8.6767120 12.1412220 7.2382824 8.2675770 5.8207763 6.1855415 9.7666616 14.0940296 7.0181078 5.9438346 NA NA 8.8788798 8.4237424 5.3174524 4.8207763 6.3244398 12.8007991 9.2612196 8.9528804 8.4748732 0.9528554 11.6461932 8.7237094 4.9163524 9.9134617 7.0903835 9.9774661 -1.3692218 9.1710804 11.3738933 4.2159115 11.5342694 9.9818916 7.7857702 NA 9.6490481 10.6566872 9.8691421 8.6068005 8.7781573 2.4383195 9.4479360 8.7705037 11.1606269 -1.3692218 5.2603080 9.4415239 3.3858451 7.8836178 8.6698715 4.1228052 13.1309944 10.6407810 11.4668054 11.8338414 8.4748732 16.2168611 1.2159270 6.3520523 9.0995764 4.5135981 8.4106718 8.3571706 9.1208003 -0.3690355 12.0400781 10.1874584 10.0572171 6.5013165 0.2158649 4.2748058 9.2846932 9.7296425 7.0655809 6.4951387 9.8501209 9.8723397 6.7446939 13.6604553 1.2159270 NA -1.3692218 10.0650593 7.5378427 9.1026277 11.9000790 NA NA 7.7550738 7.3958237 13.1233144 6.9573818 12.4403186 8.9483649 0.2158649 3.8788823 -1.3692218 11.0551186 6.7131019 9.0687044 2.3313899 9.2224747 8.7983704 7.7131012 10.8986169 9.1167816 0.2158649 7.8741262 6.3033771 9.9295877 1.9528926 0.2158649 7.7024144 9.2438209 12.3888632 9.8422323 8.4366961 9.7595911 10.2684829 1.6309645 11.9008095 8.5690615 8.9741381 1.4382929 9.8735310 1.4382929 NA 9.0135764 14.8238038 6.2308659 0.2158649 4.1855415 9.0092472 4.8597708 5.3588745 10.2566612 11.4507323 9.3218233 11.0059918 12.7547440 11.5622439 6.2159154 8.8145876 7.5318189 11.6349972 9.8481043 NA 5.2308639 NA NA 10.2322589 7.0318319 9.7531333 8.5378431 6.6043916 4.4123141 4.2159115 8.3991365 9.8139673 11.3374484 9.5310644 9.2721009 4.4123141 9.5938484 13.6686280 12.8785832 9.2407222 3.0525202 11.1756754 10.5829655 12.5106313 9.4935897 9.7348957 9.7524859 9.3799837 8.2438209 1.9528926 9.1298015 7.9438352 8.4204862 11.1064325 4.1719754 7.0640367 2.4383195 11.4005836 8.1466522 12.3383115 6.8597708 10.2909482 9.1623339 12.2310976 11.5116838 8.0318319 NA 8.4951387 7.3069093 9.1197966 9.0718217 10.7355413 9.7570114 8.9874044 10.0398129 10.4626554 1.8008688 5.3033789 0.6309645 4.2649642 2.8008688 3.2159115 10.4811392 1.9528926 5.9070757 11.9317368 8.1743130 -1.3692218 10.6153708 10.2392072 11.0772603 10.0264865 9.9585050 8.7768844 6.6250790 10.9429844 9.3999636 10.8195412 9.7813343 10.1884160 NA 7.9506247 NA 9.7164247 8.9585049 9.3799837 8.9438352 13.7856914 10.4618636 2.0903792 9.2130943 10.9674589 NA 3.6753417 7.1268077 -0.3690355 0.2158649 7.2008084 8.4590889 14.4481859 10.1087612 9.2757099 9.0016399 7.6997307 10.7955450 8.1367641 9.7028637 11.6714133 5.5257714 3.2159115 10.6746632 8.2215393 7.1816989 9.3033778 10.9517529 9.1922403 11.5141684 9.9825818 6.3104328 8.9105630 4.5135981 3.0903792 11.2102683 -0.204810 -0.204810 0.377920 -0.491200 1.147400 1.461300 -0.204650 -0.522970 0.000000 0.000000 0.000000 0.000000 -0.208410 -0.208410 -0.204810 1.321600 -0.524250 -0.521130 -0.528590 0.402940 0.402940 -0.491200 0.056222 -0.197750 -0.506290 -1.292900 -0.522970 -0.522350 -0.557950 -0.523 -0.523 0.917 0.000 0.000 0.000 -0.522 -0.537 -0.174 0.570 0.570 -0.541 0.389 -0.268 -0.268 -0.208 -0.208 -0.205 -0.205 1.175 1.175 -0.246 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 0.389 -0.268 -0.268 -0.208 -0.208 -0.205 -0.205 1.175 1.175 -0.246 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 7.492039 12.233883 6.815828 11.117787 8.200808 9.441524 1.438293 2.331390 8.699731 6.984099 13.480015 10.189823 10.443531 6.876695 7.824404 8.120800 10.837356 3.438306 10.545338 10.172533 8.932449 9.116248 10.663442 5.934734 6.519696 11.305145 11.886424 10.6481088 10.2598535 1.6309645 8.4982309 8.5981787 10.2465820 10.2716492 11.2596257 8.8549541 10.4241492 7.2891640 9.2093249 7.3554665 9.9956342 11.1862605 6.1307991 7.0360934 5.8501218 5.8788798 12.1908074 8.3051447 14.9102546 5.4858197 8.6281320 11.8033799 16.1663720 12.6031244 15.8803251 10.4535232 -1.3692218 9.5887798 8.0572168 9.6146585 9.5646430 9.2721009 11.0421985 9.6309524 10.4028544 11.8824333 6.1228052 6.0232709 15.8756142 10.9449690 8.5074692 6.2456630 7.5909545 0.6309645 12.1928369 NA 12.8635981 11.4772909 10.0070777 10.5415951 8.6767120 7.0862796 4.2456630 8.2584864 9.3783061 3.4889391 12.6032950 1.4382929 13.2001553 12.5534439 7.1187926 8.6528206 10.1218033 0.2158649 -1.3692218 9.2419772 4.3313899 11.6228285 9.8361346 10.5653804 11.6681561 9.4606750 -0.3690355 9.0339645 9.2008079 9.8410148 10.4217081 9.3511965 2.0903792 9.9335912 6.5734669 5.7705040 9.7531333 3.8008792 11.1064325 10.6323606 1.9528926 13.6881826 13.3668785 10.7433919 10.0398129 7.1187926 11.6688424 10.5318192 10.5019720 8.9923478 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 1 NA 4 3 3 1 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 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0 0 4 0 0 0 0 0 2.60101e-06 7.282828e-07 NA 10.6158040 10.2451783 9.5536852 2.1976138 9.5232803 8.6721442 NA 2.1324452 3.8605656 8.6679198 7.7649220 6.2850637 6.1440198 10.6405435 12.5019513 9.1748800 11.1801183 11.1559110 3.9701910 8.8293834 8.2050943 9.2236622 11.3884535 8.8957258 8.9822347 4.8794264 6.8558116 9.2162637 12.7702378 7.4438809 6.1044897 NA -1.3872229 9.1862846 9.8498475 4.7001012 7.3841267 3.1361914 8.6294459 9.4248148 10.3968633 9.1834419 4.8024621 12.7501090 8.0782037 6.3268824 11.9715633 3.0720715 10.9538783 NA 9.0220285 10.6851050 4.4952794 13.1603153 10.1681852 7.6182622 0.1976138 10.3477365 10.2288187 9.1637209 7.4167688 5.3130789 0.6126828 9.8104685 8.2236624 10.5834624 0.9345542 6.6947869 9.3303139 1.6126356 9.3515742 8.2328574 2.6126356 11.9569958 15.1871571 9.4175751 11.1134793 8.8110824 16.3460170 1.1976138 8.1595318 9.7750288 3.6570340 7.5044210 8.0576523 5.8318063 1.8575431 11.5787824 11.0592038 11.3078658 9.0761620 2.5195167 3.0049508 9.3783380 9.6091109 7.4612601 9.1352191 9.2938758 10.2501680 7.6542966 13.5920627 0.6126828 NA 3.2564974 10.0283792 7.9524873 9.0648788 10.9206920 2.5195167 NA 7.4391859 8.4280209 12.8893646 7.2564937 11.6716438 8.1862846 -1.3872229 4.5668334 -0.3874116 11.8158325 7.6706293 9.3199965 4.9876756 10.5459593 8.4998582 7.0883706 10.5374499 8.9778663 1.9345542 8.4706186 5.1044918 9.1293224 4.9345637 -1.3872229 7.4360044 9.0325976 10.9555455 8.4706186 9.2573952 9.4721721 10.3156758 -0.3874116 10.3972724 8.0555807 9.4046143 4.5433721 9.7354655 4.4952794 NA 8.3113424 14.3161626 1.7825763 7.5463281 10.9555455 8.8135359 5.1824937 5.8980390 10.0540255 11.3390685 10.3587318 10.7712471 11.8695862 11.0320710 7.4983339 10.0949412 8.4906885 10.9432743 9.0214661 3.3675248 6.2273464 -1.3872229 NA 9.5150126 10.0071002 9.6713058 8.1243902 8.4524081 10.3234439 3.5195293 9.0177789 5.0049553 12.3546310 9.1391366 9.8043135 7.0761614 11.7367588 12.1757145 10.6760325 8.6597615 1.5518851 10.2374329 10.1710582 11.6124613 9.1994773 10.9666113 9.6494980 9.9833248 7.8980396 2.5195167 8.3691938 8.0597208 8.5956312 11.4094883 9.6986875 7.5460625 0.6126828 11.6143975 8.2850628 11.6768750 8.7888106 9.9181292 9.9072581 12.3500961 9.9876769 8.6974458 -1.3872229 8.2438147 8.0368039 10.5123720 9.2282670 10.4021711 8.7521889 7.3439567 9.3354451 9.0873573 1.7825763 4.7211594 3.0049508 2.7825553 4.0049508 1.6126356 10.8120031 4.9345637 6.2991384 9.9416994 6.7031201 0.1976138 10.9533221 10.6020319 11.0697618 10.4655570 8.8510422 9.8934082 5.6066525 11.4352083 9.9734846 10.4502654 10.2278072 10.9238182 1.1976138 8.1517964 NA 9.8676661 9.2726333 9.4240121 8.7483468 13.5971004 12.2134796 2.1976138 9.1401145 10.4510535 0.1976138 4.4706215 8.0944367 -0.3874116 0.9345542 8.0006547 7.7496288 15.0369514 10.3507550 9.5315008 9.1604959 8.7080344 11.3866008 8.0883711 9.2752702 10.8881800 3.2564974 3.8220877 9.3691938 8.8073942 6.9833254 5.5195293 11.4638009 9.5029018 11.5892016 9.9340019 6.1044897 10.5202792 7.6733331 3.3130717 10.0049548 0.00083195 0.00083195 0.30218000 -0.02013800 0.98452000 0.00861350 -0.00241810 -0.00816240 0.03863000 0.03863000 0.00961320 0.03397200 0.00083195 0.00083195 0.00083195 -0.00193990 -0.76868000 -0.76868000 0.30218000 0.30218000 0.30218000 -0.02013800 -0.00618760 -0.00241810 0.00124810 0.00124810 -0.01340200 0.00013863 -0.33156000 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 8.992016 11.960674 9.803697 10.674346 9.366690 11.109990 4.038901 3.822088 7.337151 6.920977 13.534990 9.540260 10.045701 8.435925 8.337918 8.846257 11.568469 4.802462 10.295193 10.714941 8.630838 9.064693 9.877842 7.604160 6.983325 10.920123 13.970739 10.5657426 10.6723199 -0.3874116 8.5927769 8.2618937 10.7224681 10.1734479 11.3574713 7.4643865 9.9925573 8.1691433 9.6921222 7.3808221 11.6417521 9.1633843 6.1900656 3.8980439 6.1204328 8.4038003 14.2380039 8.8712036 13.3985496 6.1717473 10.2397153 12.2116204 15.6077090 12.5562512 15.1420833 11.1964254 1.6126356 10.4336141 9.7237730 10.6570316 9.0304900 9.8043135 9.2645862 9.7237730 12.3123184 11.9467711 0.1976138 5.9345660 14.6842253 11.4155577 10.2415386 7.1556693 9.1381584 0.6126828 12.0360160 NA 13.2973313 11.4345948 10.6682589 10.640543 9.223662 7.151796 8.796273 9.046223 9.063849 6.836639 12.523080 3.197598 13.690329 13.377302 8.218117 9.091306 9.561735 5.952487 NA 9.368360 6.022028 10.462433 9.990932 11.282187 13.423410 8.773769 NA 11.578602 8.705395 9.058687 11.721652 9.780683 3.822088 10.532618 7.566833 7.546328 9.671306 3.860566 11.409488 11.889053 -1.387223 13.350835 13.421049 10.784440 9.335445 7.762385 11.432816 11.268392 11.318700 11.292742 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 1 3 1 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 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 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12.0978326 10.6619882 8.4523327 1.1818023 10.5121919 10.2265532 8.6970464 8.1290027 6.5533620 -1.1401894 10.5229891 8.7178567 10.3136608 3.2521886 6.3274808 9.8296292 2.9473295 10.1930311 10.4685926 3.9473389 12.2732736 10.9263014 10.2168779 11.1854623 9.2424999 15.4589023 NA 8.4429584 10.7656388 5.3356083 7.2435796 7.3990343 6.8822432 2.8362473 11.3587250 10.6538854 9.9657843 10.4630385 2.0298062 1.6672109 9.4115841 9.5689595 8.4837573 9.3048906 9.6911831 10.4335230 7.6247472 13.3116020 2.8598702 0.4448791 7.2478933 10.0820669 8.0934952 9.5225441 10.5389159 2.7667648 0.4448791 8.6895986 8.1313389 10.8567235 7.5252115 10.9516417 8.1101742 NA 7.3597215 1.1818023 11.9791412 8.3213554 10.0844805 4.9042721 11.1818039 7.6959263 7.9015349 10.8721511 9.4211637 1.6672109 8.5894965 6.5603160 9.2392541 -0.1401894 NA 8.8342903 9.9670928 9.7779937 8.4690544 10.9781680 9.5498738 10.5616154 0.8598901 9.5655081 9.9814093 8.7410817 4.5322983 10.5198717 4.1078050 NA 7.5393558 13.3221863 3.1078050 8.1818037 12.3245491 8.4125449 5.1452780 6.4373043 11.0928962 11.3795120 9.9286541 11.1736091 11.2448807 10.3537312 9.6063900 8.3048906 9.2086038 10.4033910 9.0347517 1.6672109 2.5603237 -1.1401894 NA 10.3411706 10.6784580 10.6122565 6.9473389 8.8013197 9.6672308 4.4144671 8.2564805 6.5877955 11.4283070 9.6800548 9.4635021 5.7546925 11.7203808 12.1966613 10.5472514 8.3265845 2.8279613 9.8801613 9.7920906 11.0693291 9.5189798 10.7783664 9.3686610 9.8598758 8.1452780 2.8598702 7.4782616 6.4965007 8.3755756 11.3676704 8.1939481 8.6444450 3.1818023 11.2532662 9.1054285 11.7067373 8.6736571 10.0534011 10.3043731 11.4375406 9.8009234 8.1636567 NA 8.7022260 7.9178673 10.6013427 8.9736179 10.5118871 8.6013429 8.0096226 11.1719078 8.8009235 -0.1401894 7.0197475 2.0298062 4.3834347 3.1078050 0.4448791 10.9914112 6.3755764 5.4144637 9.5860939 6.4099306 NA 11.0705471 10.2108150 11.1368725 11.2546064 9.4077343 10.0867696 6.7401936 10.8651494 10.7459533 10.5265436 10.1012632 11.9438537 3.2521886 8.0619997 1.4448261 10.6371311 9.1930312 7.4221186 9.4910528 13.1019334 13.8381393 2.9473295 11.6293004 10.0922966 NA 5.5741227 8.2779815 0.4448791 -0.1401894 8.2283824 8.4946868 14.5877962 11.0260389 9.3507266 9.6114199 9.7116248 11.8876090 9.8898531 9.0864566 10.9413592 1.8598901 1.1818023 8.9955851 9.8016570 7.9151581 7.0146934 11.3696508 10.2840421 10.3607176 9.9508020 7.5843898 10.2596877 7.7022260 5.8712153 9.4504628 -2.0673e-03 -2.0673e-03 1.2969e-02 -1.9083e-03 8.8329e-03 4.9570e-04 -4.3977e-01 -1.4975e-02 -3.1553e-02 -3.1553e-02 -3.1553e-02 -2.8413e-02 -1.6212e-02 -1.0600e-02 -3.1373e-03 7.1626e-03 1.1336e-10 1.1336e-10 1.1336e-10 1.1336e-10 1.1336e-10 2.2991e-03 5.0768e-03 -4.4516e-01 2.0216e-03 2.0216e-03 -1.4975e-02 4.9570e-04 -5.7344e-03 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 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 9.243580 11.338645 11.504408 10.053401 9.628887 10.530975 6.736392 4.029797 6.705366 6.920572 12.633221 8.314134 7.708499 9.579667 8.805159 8.921922 11.297628 6.217428 10.731011 9.211919 8.834290 9.030164 9.185934 7.217428 7.351729 10.712795 12.484671 10.4377766 10.3922317 -1.1401894 8.9827039 7.5358329 10.3411706 9.9049528 11.2761455 8.2903286 10.2311079 8.3193072 9.6097452 8.0323031 8.4429584 9.2424999 8.3396558 5.3356083 7.8342903 8.7592327 13.2030615 10.1441215 12.7468107 7.0314525 10.6915789 10.4245016 14.7298792 12.3354826 12.7642282 11.2248312 2.0298062 10.6305397 11.1834935 11.8451841 9.5741214 9.4635021 8.9904464 9.9225966 12.5356123 11.4214024 5.4892314 6.3912573 13.4218462 10.9503190 10.2185270 7.3274817 9.5663719 0.4448791 11.5334057 -1.1401894 12.6606746 11.9153158 11.1809583 11.2419594 10.4887769 7.7667661 7.9286540 9.2965873 9.4928710 5.5603145 12.9369310 2.3193000 13.5696058 13.0776821 8.8038557 9.1578123 10.1829305 7.7817164 -1.1401894 9.6888056 7.2861409 9.6824465 10.1969402 11.0419597 13.3225698 9.7757551 1.6672109 10.8822436 7.3873531 9.6387742 11.5487817 9.9393606 5.9683995 10.8860533 5.9683995 9.3736034 10.6122565 5.1452780 11.3676704 11.3651911 -0.1401894 12.3904040 12.2875815 10.1693521 11.1719078 6.7425183 10.8738962 11.1319223 11.1663419 10.8700892 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 1 2 3 2 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 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12.3884007 11.7885975 11.0184938 11.1842195 1.7375137 10.3695160 8.0144825 10.1176780 10.8230450 9.0229143 8.4679051 8.2142623 8.9531555 8.9854398 11.8193139 8.0568642 6.1728975 -1.7221342 -1.7221342 9.6948781 10.0830183 4.8630414 7.1329490 3.6356383 8.5378237 9.2681845 10.0704642 6.4073629 3.6703985 11.2872094 8.5366466 7.1515250 11.3375940 3.9219409 10.9615139 -0.7218963 8.2524951 10.7528005 1.7375137 11.1300248 10.4157122 7.9802533 -1.7221342 10.4418874 10.2098559 8.4998367 7.9940428 6.0462640 -0.7218963 9.9610752 8.4189105 10.7339214 -0.7218963 6.4530055 9.6112358 2.0854247 10.3741368 10.2286364 5.0982595 11.5177044 12.4067999 9.7147921 11.3618922 9.5466225 14.8862921 -1.7221342 8.8278654 10.4987612 5.1607226 6.9469659 7.6874716 5.4379534 0.8630662 11.6852155 11.1018458 10.4945233 9.0017415 4.1849705 3.1849785 9.3833343 8.6628642 8.1188586 9.4498828 9.7006710 10.4379519 7.1849715 13.0720394 1.0854247 -0.7218963 4.2780814 10.2449465 8.4099374 9.3204240 10.4031711 2.0854247 NA 9.4679051 7.2976711 10.7808005 7.4752973 11.4225795 8.5932301 -1.7221342 3.2780740 NA 12.1957323 8.1014479 9.4105802 4.5634815 9.5472073 7.0429518 8.1438138 11.0325506 9.4157122 2.9785251 7.9698239 6.4125072 9.0144825 NA NA 8.2351828 9.6268087 10.0631243 8.6033860 10.7259386 9.1766821 10.1660626 1.9785251 9.6378301 9.4360590 9.9991798 5.2205970 9.9042459 6.5068986 NA 6.6223769 13.4153519 0.2781037 9.0195476 14.1755715 9.0034468 4.2088216 7.5401753 9.4404718 10.9938281 9.8350655 10.8824021 11.3490317 10.7573556 9.4169923 8.5738494 11.6349452 10.6911795 9.6285115 3.0329648 -1.7221342 NA -1.7221342 9.9474086 10.5090016 9.7863706 7.8403229 8.6679592 12.1490231 5.0854374 8.6433093 6.0127899 11.7665484 9.8733380 9.3367489 5.6356325 11.0302521 11.7664228 10.5392940 8.8931031 2.0446739 10.1488305 10.3097818 11.3168281 9.4028481 11.1306101 9.1961983 9.3374250 12.4827274 1.8630266 8.0512198 6.4429883 7.6574592 11.0908595 6.4489076 8.7353177 2.6000080 11.5289711 8.5068994 11.4222608 9.2759657 9.6746854 9.8705376 11.6312274 9.6698612 6.4125072 0.5999842 7.7436469 7.3252047 9.8001716 9.2257174 10.6594856 9.0846301 8.0479184 10.3025277 8.4442438 1.7375137 7.0886526 3.1849785 -0.1370131 4.2780814 0.5999842 11.1380035 5.2088177 5.9219361 9.2823010 6.1431954 0.2781037 10.9817679 10.2791368 11.0369284 11.0435738 9.9005900 9.8335900 5.6146303 10.7127087 11.6820246 10.4987612 9.8235277 11.6387905 -1.7221342 8.3548960 1.2781037 10.0822116 8.4716057 9.2051178 9.3635531 12.5300067 14.5434758 -0.1370131 11.3587316 9.8114103 NA 6.2547887 9.1402375 1.4480023 -0.7218963 7.9345053 8.2990605 14.8246435 11.4551964 8.6650207 9.4189103 9.9264382 11.8613984 8.7220602 9.1611896 10.8045798 1.6000318 2.6000080 9.8681997 9.9451921 7.8779933 4.7210226 11.4975516 9.6290198 11.1911570 9.8149834 7.6938222 10.0594403 7.4972491 5.3152438 9.7431367 -0.0536870 0.0037182 -0.1062100 -0.0016911 0.1257600 -0.0077763 -0.0686900 -0.0040444 -0.0252370 -0.0252370 -0.0252370 -0.0273670 -0.0536870 -0.0536870 0.0037182 0.0100530 -0.1062100 -0.1062100 -0.1062100 -0.1062100 -0.1062100 -0.0016911 0.0000000 -0.0686900 0.0162570 0.0162570 -0.0040444 -0.1021300 -0.3252400 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 9.558851 11.796611 13.412507 10.076552 9.477139 11.288259 2.670387 5.220597 6.985440 6.243865 12.667443 8.297324 9.052044 8.983929 7.829962 8.787856 10.942083 7.163776 10.589545 8.535468 8.248187 9.112789 9.689740 8.353560 7.565793 10.817724 13.114920 9.846987 10.335395 NA 8.686410 7.417632 10.039632 10.354896 11.367034 8.665021 9.682690 8.065983 9.846037 7.980253 5.999179 9.045438 6.789834 6.006002 7.866795 9.136839 13.384071 9.416992 13.445734 6.132887 8.654206 10.834108 16.090233 11.584427 13.491906 11.179890 2.863046 11.334549 11.162060 11.020601 9.393124 9.336749 9.201408 9.779918 11.928908 11.566508 3.184978 6.422739 13.501473 11.688267 10.234820 7.009400 8.974179 NA 11.153446 -1.722134 12.776119 11.373459 10.734948 10.5533321 10.1176780 6.7251645 7.0822119 8.6746852 9.1969439 8.1668239 12.8143023 2.4480023 14.2393946 12.9534863 8.4899687 9.0335692 10.3632210 6.1545974 -0.1370131 9.1438138 7.4679055 9.5206593 9.8890593 11.0661871 13.0293631 10.4993656 0.5999842 10.4096160 8.3892162 9.2014079 11.0555414 9.6306758 6.1046281 10.6131917 3.1360601 7.2524951 9.7863706 5.6356325 11.0908595 10.8854109 -1.7221342 11.9050443 12.6551555 10.7573556 10.3025277 7.4379518 11.0203900 11.1795132 11.7333474 10.6609666 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 1 1 1 1 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.8401125 10.8485434 10.5174644 9.1225335 NA 9.8768856 6.4325001 NA 1.4090922 5.9988409 8.9814114 9.3163526 4.7446024 8.5105767 10.6755837 11.9952932 10.5226772 11.8519260 11.9637685 5.7816902 9.7180581 8.4849429 10.2860193 10.9331888 9.2391223 9.0106056 6.8943473 8.9790184 9.3036584 12.3684182 8.2696770 5.7065333 -1.8401125 -1.8401125 10.1975276 9.9605373 6.5346764 7.6674323 3.4450380 8.6634631 9.6419412 9.8043950 4.3690895 4.2257299 11.8443861 9.3617613 11.0781281 12.3228940 5.7889936 10.5973895 NA 7.7389536 11.1476120 2.4075703 11.7886525 10.2892424 8.1722620 NA 10.4856624 10.3753312 8.4602876 8.2785786 6.2040311 -0.8403708 9.9901526 8.3144555 10.7736571 2.4075703 6.8355944 8.8755995 0.9670210 10.8813775 8.5335902 3.2471072 12.4732851 11.2979093 9.8457002 11.0555913 9.2243802 14.6753835 NA 8.3836391 10.6254589 5.7816902 7.5498062 7.8142735 4.3884582 2.4037585 11.9391517 10.9053118 10.4508081 7.9782197 3.5519589 1.9669841 9.6414369 8.7576900 7.9294756 9.3049328 10.0555914 10.6519915 7.2040311 12.3934069 3.2889196 1.4815573 6.4994872 10.4456176 8.3980421 9.4843807 10.2367870 0.7445917 -1.8401125 10.2652186 7.9278218 10.6027235 6.9508008 11.0353869 7.9261661 -1.8401125 1.3295829 NA 11.8763498 8.2484257 9.3824323 5.9540544 10.3392356 8.3836391 7.5774900 11.0359626 9.3163526 2.4815573 8.7074961 5.5859030 9.1951239 -1.8401125 -1.8401125 7.2655457 9.1469016 10.6139368 8.5583813 11.2014677 9.4187923 10.2243803 1.6190843 10.1265034 7.4170255 9.4572990 5.1369173 9.9422262 6.6594836 -1.8401125 7.8391175 13.2637038 4.1596373 6.7256921 13.1955534 8.8133781 2.0665370 6.9211888 10.6064623 11.3057288 9.8391176 11.1331555 11.1733144 10.8576910 9.4293486 8.4736542 11.1192773 10.8465757 9.0914978 5.2470996 NA -0.2553222 NA 9.8227509 11.5371192 9.5384741 7.9814114 9.0368448 10.9218119 3.9145263 8.5226773 5.6272420 11.3668043 10.1561110 8.7436604 6.9925271 11.6335969 11.0311577 10.4464840 9.1163840 1.4301782 10.1028848 10.2347824 11.1221720 8.9011043 11.1433437 9.2122055 9.5105767 10.9107631 2.0665370 9.1923720 7.4860667 8.5248665 10.8678592 10.8693912 8.4687955 3.3690895 11.4944694 8.9128543 11.7222377 3.6832024 10.0552127 10.0102151 11.9949971 9.3308143 6.2991897 -0.8403708 7.8513811 7.2940638 9.9921320 8.4380870 10.8351668 9.0665281 6.9956880 10.4164359 9.2668545 0.1596292 6.3445125 2.4075703 2.8034957 4.5858999 0.7445917 11.0180071 5.3295614 5.9669933 9.6225486 6.7352148 -0.8403708 10.8862814 10.0540764 11.3609957 11.4788862 9.2047144 10.0655171 5.5338063 10.5722074 10.9875755 10.2714252 10.3730455 12.3220288 NA 8.2243804 0.7445917 10.2480944 8.6713900 8.9972653 9.4229066 12.5065667 14.5417549 1.6190843 10.9593238 9.4843807 0.7445917 4.4781370 9.0888071 2.0665370 2.2471072 8.5785440 7.8994180 14.8627309 10.7392080 8.6118787 9.5438815 9.9170276 10.7871714 8.4040013 9.0405755 11.1322583 -1.8401125 1.6190843 9.4351800 9.9463155 7.7721740 2.7445917 11.4611337 9.8391176 11.3350311 10.3226582 6.9637689 10.0781281 7.6067206 5.6998042 9.4404083 0.0069435 0.0069435 -0.5874800 -0.0045695 0.5663200 -0.0125760 -0.0113350 -0.0012473 -0.0453640 -0.0470630 -0.0514030 -0.0709770 -0.5649500 0.0069435 0.0069435 0.0093098 -0.5864700 -0.5864700 -0.5864700 -0.5864700 -0.5864700 -0.0045695 -0.5994400 -0.0113350 0.0020805 0.0020805 -0.0012473 -0.0107840 -0.5853000 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 10.196498 11.667308 12.716024 10.161046 9.338302 11.480861 2.551959 4.066528 6.839118 5.339547 11.399534 8.144896 4.744602 6.924973 8.532285 8.995688 10.855301 6.193060 10.862460 6.778023 8.260300 9.052431 9.358690 8.252395 7.440408 10.395053 12.438232 9.9897565 10.6699072 -1.8401125 8.6015442 7.8142735 10.3154044 10.0518009 11.3969969 8.3358106 9.8115861 8.2655461 9.3938561 7.8052957 9.5732654 9.1518677 6.5690277 5.0300005 9.0483806 8.7688162 13.2253902 9.9661872 12.7416030 6.5838455 7.7389536 10.1599896 15.3599518 11.8374672 13.3094640 11.2245486 2.8034957 11.5377968 11.2277440 11.0622010 9.9952931 8.7436604 9.7218800 9.8417543 11.9801157 11.6194520 -0.8403708 6.0483801 13.3577487 11.5524915 10.5958285 5.5605163 7.5647790 -0.8403708 11.3869526 NA 12.8122584 11.8530950 11.1738323 10.675584 10.286019 7.159637 7.299189 8.509471 9.211526 7.020724 12.613321 2.803496 13.423200 12.651741 8.734231 8.660270 9.895194 5.490554 NA 9.118915 7.604653 9.103617 9.953647 10.772506 12.834933 10.006303 1.329583 9.947540 7.503933 9.089636 11.326742 10.532775 5.066528 10.493911 3.683202 7.306843 9.538474 4.268165 10.867859 11.620605 NA 11.907411 11.985689 9.833830 10.416436 7.309384 9.998054 11.137454 11.309050 10.427913 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 1 2 4 2 3 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 1.838047e-06 4.161616e-07 NA 10.18100052 10.15385473 8.07152082 7.71590435 9.44321978 8.23438348 -1.02385636 0.31243284 3.90686174 8.61727240 9.60274544 5.42733464 4.78347761 10.73725934 12.48119090 9.87849883 10.08856314 11.11854992 0.56110614 9.60365750 8.53071260 10.04254927 10.65097803 8.45792297 8.38020086 7.66598179 8.61455968 9.10218281 14.01472123 7.70196692 5.69036960 -2.02385636 -2.02385636 9.37326343 9.97577146 5.53836744 8.38339153 3.56108169 8.95411894 9.31151401 9.56202505 7.16594811 2.14603605 11.07809936 8.97612359 7.00679058 11.09263011 5.65560371 10.68628437 NA 8.45893151 10.67894568 3.85876680 11.26556629 10.24320291 7.70234171 -0.43889386 11.09222231 10.46688188 9.32744935 7.93467631 6.70404472 -1.02385636 9.59725982 8.40028986 10.40944832 2.36843312 6.02051776 9.77500048 -2.02385636 9.42578825 9.90204900 5.69036960 9.57274210 12.81237135 9.69165682 11.19559478 10.35604353 16.23958089 -2.02385636 8.75008690 11.21467769 4.80901307 7.60000505 7.64854885 7.83721036 -0.02385636 11.40186412 10.61614263 9.96870797 9.81572111 3.70404195 3.64854597 9.55685337 9.33477496 8.45993934 8.71167971 9.17579603 10.67656344 7.10282817 13.98012465 1.56110614 NA 4.46797718 10.35224905 7.35982773 8.83177086 11.00661845 2.56108169 NA 9.44321978 8.23939279 10.33807839 8.72850422 11.10669425 8.74016595 NA 7.44982959 0.56110614 11.52614894 7.74761297 9.64012651 3.61997636 10.56132098 8.36951403 8.04221313 11.52771182 9.45943572 3.85876680 7.53071221 5.56857940 9.23704333 NA NA 9.18618606 9.72053704 9.29692423 8.32152904 10.47522212 9.50164455 10.85589839 0.97614364 9.71421598 7.44779902 8.63882758 4.24290732 10.19831489 2.83410440 -1.02385636 6.24758578 13.79737451 4.08465109 8.40970914 13.67821520 9.27246650 4.56108781 6.75748335 10.59725982 10.81000208 10.10186001 10.44194518 11.40685195 10.95411908 8.16223774 9.20133123 9.73351365 10.56343244 9.58938824 4.66262138 3.29805707 -0.43889386 NA 9.68002734 9.86029414 9.55638228 7.72431671 9.89563890 11.06755906 3.99849340 8.93684962 6.05293968 12.08334077 9.94118644 8.73351365 5.59817461 11.51176357 12.89139623 10.64123749 9.37860287 3.67545465 10.50360067 9.82435545 11.99267087 9.63567369 9.74513496 9.27590403 9.27475902 6.12078115 1.78349856 8.28446277 7.02051776 7.97612359 11.18390064 7.95371863 8.41686845 2.97612531 11.59129349 8.91055159 11.05394081 9.71506041 9.70191599 10.71969590 11.66535733 10.46496808 6.77702381 NA 8.90093622 6.44779902 10.39186544 9.38179708 10.67067315 9.35441866 8.29014053 10.13882970 8.50945358 1.14606864 7.84956774 2.97612531 4.04221532 3.95340494 2.06357197 10.72389708 6.44372930 6.50750449 10.31841785 6.16099882 -1.02385636 11.01778282 10.52060523 10.75317345 10.58021352 9.09765714 8.21457606 6.66559743 10.91662085 11.52470483 10.91165713 10.40526892 10.98104640 2.14603605 8.05293914 0.29807173 9.97436153 9.16099907 8.79869439 9.55308033 13.72135157 14.44881453 -2.02385636 11.16409430 10.18922797 -0.43889386 4.51528353 8.39186565 -1.02385636 NA 6.34244630 7.77540551 14.41390827 10.10444032 7.70058606 9.05093425 9.15167315 12.46245595 8.49182344 9.22984721 10.79610314 2.93032102 2.49968009 9.62896875 9.53979664 7.68865036 8.57510656 11.46434041 9.56202505 11.18877205 9.33642220 8.00954649 10.50579826 7.24291018 4.78964580 9.75502225 0.00000000 0.00000000 0.00263570 0.00722170 0.01419000 0.00138680 0.00138680 -0.00788630 -0.02411400 -0.02411400 -0.02411400 -0.02411400 -0.01089200 -0.01089200 0.00000000 0.01056400 -0.40374000 -0.40374000 -0.40639000 -0.40639000 0.00263570 0.00986690 -0.02630400 -0.40550000 -0.00152430 -0.00152430 -0.00788630 0.00027728 0.13509000 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 0.000 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 0.000 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 10.244958 11.768101 10.966760 10.705957 9.506042 10.174262 6.572314 2.883015 7.966227 3.930321 13.527171 9.213435 11.526510 9.996774 8.322914 8.588992 10.841857 7.214528 10.592443 11.208395 8.766472 8.941619 10.272426 7.681756 7.333676 11.196653 11.796003 10.277906 10.166257 -2.023856 9.028012 6.827872 10.260659 10.894801 10.902420 9.286168 10.138200 6.427335 10.456157 6.754201 8.291273 10.022225 5.443729 7.359828 8.729340 9.077443 12.782522 8.391866 12.611728 8.091037 10.736844 10.628296 15.505554 11.393317 12.979949 10.695085 1.882995 10.276476 10.079411 10.710198 9.299741 8.733514 8.936126 10.135364 10.944790 11.690584 2.298042 5.523019 14.548429 11.284036 10.375134 7.974714 10.015728 -2.023856 11.727145 NA 12.996105 11.183274 11.231005 10.73725934 10.04254927 5.64854885 6.05827320 9.24700299 8.69208575 6.45993975 12.81290784 1.78349856 13.53245012 12.94014861 8.68175600 8.78594805 10.84340244 4.67656079 -0.02385636 9.65119864 7.86334443 9.62493067 9.77735511 11.83711364 11.97197917 11.46847763 0.97614364 9.52108804 7.28900630 8.94694866 11.10282817 9.51382746 2.06357197 10.78227054 3.73100941 8.91423293 9.55638228 5.40238793 11.18390064 11.37125615 NA 12.85795462 12.87585824 10.86714790 10.13882970 8.15975884 11.03038885 10.15665448 10.18541861 10.11871583 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 2 3 3 1 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 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.25389546 10.77862001 6.99566315 7.56502894 9.06937270 10.80562128 NA 2.82527683 4.96957417 8.87786784 8.11233316 3.72952014 6.40681725 10.20413766 12.08790858 7.11233316 11.43581020 10.88765344 4.66595550 8.15231223 9.22468836 9.98430694 10.70324470 8.23458131 8.45744326 6.10300239 7.14300457 9.47284820 13.16630593 8.01785567 6.51178586 NA -2.12847173 9.89875646 9.86872102 4.67889446 7.89252157 3.29780770 9.46959420 9.13246117 10.06198365 5.43378405 3.98006187 10.63682769 8.39901853 7.06136579 10.96907996 8.01874655 10.11887581 -2.12847173 8.25200259 10.85382221 3.45650391 10.67587431 9.54042662 9.22358497 -0.09634467 10.24540997 10.15678200 8.75386356 8.32172205 4.93763158 0.19345637 9.22964344 7.80965110 10.35711935 2.82574493 6.99824629 10.12597972 -2.12847173 10.39559358 7.97744995 3.98006187 12.21609483 9.76749557 9.57717407 11.55683795 8.10156184 15.88005231 -1.12847173 8.37834515 10.62955662 5.19346819 7.59605555 7.58234825 3.75418201 1.54848595 10.87470815 10.95285858 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14.57001569 11.78818993 8.43473788 9.45509456 10.50703306 10.97023174 8.32481240 9.50087553 11.47203534 2.51540969 2.95900967 10.10156210 9.08707453 7.18669071 4.22909566 11.84980517 9.69809013 11.14635655 9.87187260 7.36739640 9.64509295 6.21139190 4.30032144 9.92580676 -0.159570 -0.153490 -0.086651 -0.113250 0.229590 0.233800 0.237670 0.220520 -0.013540 -0.013540 -0.013540 -0.013540 -0.159570 -0.159570 -0.153490 0.000000 -0.542700 -0.542700 -0.086651 -0.086651 -0.086651 -0.113250 -0.515060 0.223300 0.136720 0.136720 0.220520 -0.133870 -0.550860 0.221 0.221 0.210 0.210 0.227 0.227 -0.102 -0.551 0.211 0.211 0.211 0.195 0.195 -0.516 -0.516 0.169 0.169 -0.160 -0.160 0.195 0.195 0.232 -0.569 0.000 0.000 0.000 0.000 -0.113 -0.113 0.243 0.243 -0.515 -0.515 0.234 0.234 0.238 0.238 0.136 0.136 0.000 0.000 0.221 0.221 0.210 0.210 0.227 0.227 -0.102 -0.551 0.211 0.211 0.211 0.195 0.195 -0.516 -0.516 0.169 0.169 -0.160 -0.160 0.195 0.195 0.232 -0.569 0.000 0.000 0.000 0.000 -0.113 -0.113 0.243 0.243 -0.515 -0.515 0.234 0.234 0.238 0.238 0.136 0.136 0.000 0.000 8.1741807 12.3021248 12.5442984 10.2740208 8.6037090 10.6100562 5.1661611 -0.1284717 6.9956631 2.8715480 12.3441055 8.1444395 9.9406557 7.3153344 8.4834518 9.1974091 11.9625637 5.0613658 10.5158485 7.5527797 8.2024584 9.6258529 9.8574795 6.6788959 6.8602266 11.0923734 13.8794887 9.9066844 10.1271603 0.4564908 8.0149249 7.7012642 10.0855572 11.4242107 11.8583614 7.5667703 9.5488208 7.5172001 10.3850225 6.8855622 7.5386530 8.4404477 3.2290957 4.5297522 7.2936068 9.1770335 13.0197401 9.4522713 13.4580882 6.0269660 9.6504400 10.4036540 16.9788353 11.4322327 13.1156081 10.9992136 NA 10.5924271 9.3897030 11.5815946 9.5031734 9.0288885 9.5981856 9.3887189 10.5319833 11.5897501 1.8715283 5.5008976 13.5222077 12.0812996 9.1523125 8.3852692 11.3193997 -2.1284717 11.4554471 -0.5435092 12.6500808 11.3752158 11.4123961 10.204138 9.984307 5.964299 6.998246 9.895642 8.661075 6.095543 12.428735 2.263846 13.382800 12.977041 8.430919 7.846200 10.559792 4.138331 -2.128472 8.753420 5.478872 9.329948 9.570246 11.098556 11.618791 9.700075 -2.128472 11.095242 8.224689 9.004041 10.891480 9.777681 1.678883 10.361891 1.571968 6.754185 9.560666 3.754182 11.510882 11.429125 NA 12.517313 12.563067 10.963142 10.336853 7.582348 10.869427 10.521022 10.943820 10.251781 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 1 1 1 1 2 3 2 3 NA NA 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.5300965 5.9295709 NA NA 10.0875949 9.9764269 4.7340213 7.3228565 1.9497590 8.2836505 9.4802645 8.5611844 5.8021932 1.3647965 10.5932052 9.7896535 10.1613679 10.9538142 3.7798270 10.7663780 NA 7.4837287 11.3546549 2.7798270 10.6315739 9.9831729 7.8187439 -1.2202780 10.8729122 10.7427642 8.4469365 7.9321096 1.7798060 0.3647965 9.5952081 7.6378058 10.7398268 NA 6.4940699 9.0915732 3.0277556 9.8566404 9.0407445 4.0652276 11.5399397 13.6922932 9.5726152 10.4389288 10.5847625 16.2460607 NA 8.4128200 10.8368012 3.9892753 7.8323932 8.3344136 4.6624676 1.3672033 11.3487310 11.3194683 10.5233970 8.6440109 5.7910509 3.5871849 9.7016658 7.8725819 8.3534719 9.4055338 9.5119924 10.5799158 6.5871804 13.7383323 1.7798060 -0.2201100 3.4236857 10.3699441 7.6897178 9.2836505 10.7502903 1.3647965 4.1373806 10.0253775 6.4018762 9.3635095 7.5677272 10.6440110 8.3092553 NA 2.3647965 NA 12.1343497 7.7770041 9.2039913 6.0836048 9.6934622 8.2018896 7.6685681 10.7267311 8.8378165 1.7798060 8.1129800 3.7798270 9.1196749 NA NA 8.4628196 8.8310339 10.5521395 8.1263385 10.6047836 9.7098229 10.4366966 0.7798060 10.1362768 7.9671767 9.7456812 3.4802651 9.8249020 3.4802651 NA 8.8310339 13.8537572 -0.2201100 7.1505120 13.1978092 9.4828632 3.2392605 6.8021932 10.6746426 10.8351073 9.6119237 10.4299791 11.2758397 10.8964937 8.0858867 8.1913356 11.1716055 10.9241644 9.0154800 5.3033862 0.7798060 -1.2202780 NA 8.6063734 10.5883869 8.9831729 8.0062369 10.1425851 12.0146423 1.9497590 9.3553641 5.3496802 12.0323425 10.6307930 8.7046372 5.0277512 11.3636128 12.6517301 11.4685122 9.1526900 3.9206077 10.3982103 9.5952081 12.0015630 9.2786741 10.8666245 9.5254991 8.6670455 10.6825768 2.8672837 8.0395683 5.5480081 8.8132479 10.9813362 11.2627865 9.1605023 2.7798270 11.4789635 8.8818004 10.9456740 9.7819367 10.1466934 10.0623341 11.6784262 9.3647873 6.6000036 NA 8.7699287 6.4871840 10.1146568 8.9671770 10.8100747 8.8646331 7.6158753 10.0360336 8.4854574 0.3647965 7.4802643 3.1017509 6.7454942 3.9869388 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10.142864 8.642462 8.704637 9.350629 9.727462 10.379738 11.389001 2.239245 6.008644 14.082430 11.173215 9.223804 6.206090 9.870599 NA 11.423681 -1.220278 12.584359 11.256551 10.804272 10.631184 10.110182 6.311207 7.003827 8.853966 8.849946 7.551315 12.817281 0.779806 14.445189 12.576676 8.206090 9.730082 10.178569 5.698688 NA 8.868613 7.671608 8.445161 9.803579 10.741636 11.122177 9.949750 0.779806 9.179637 5.334415 8.771347 11.348256 9.654038 3.172135 9.663232 9.485457 8.667046 8.983173 5.222770 10.981336 11.308523 NA 12.930445 11.871756 10.752446 10.036034 7.964700 10.166765 10.698688 11.348337 10.300321 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 1 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 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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11.6385119 10.1014240 8.4422278 2.6717010 10.0579525 9.1535802 NA 3.6101567 4.4668881 8.4653607 8.6927714 3.5384388 6.8082486 10.8067398 12.3570768 8.5600947 10.5340735 11.5107281 1.5842410 10.7320876 8.3932111 9.4092055 11.0411145 9.4576909 9.2812142 4.4911348 8.4344335 9.2044665 12.5991390 8.6105628 6.5500310 NA NA 10.1888000 9.9140430 5.8696494 7.9196368 4.0760973 9.1436238 9.6756820 9.1961937 6.1915765 2.4911348 11.7742257 8.5238258 9.1078087 12.2496937 6.6340952 10.0010443 -1.4158071 7.9787093 11.0020993 3.3916028 11.6301770 11.0718356 7.4484327 NA 10.1403024 11.0069055 9.6778294 8.0063115 1.9061594 0.1691554 10.0964934 8.9340809 10.8235469 1.1692195 7.7314514 9.9592862 -1.4158071 10.2584390 6.7135295 3.2846918 11.0943705 10.3602685 9.4028290 11.7975029 8.6637314 16.1147217 NA 8.0063115 10.5700887 4.2281029 7.2495828 7.8510331 4.2566710 1.3916028 11.1975758 11.3145046 10.0989608 10.4764100 3.7541713 0.1691554 10.0594736 8.3590340 8.5870619 8.3980279 10.0994538 10.4480459 7.1841593 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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 1 1 4 2 2 3 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.32887460 8.14431767 3.54605483 NA 9.39919438 8.42870102 9.67820081 NA 6.04146860 9.43750429 2.62405409 10.29871753 11.19989842 5.65225702 11.56621705 14.46179231 9.82991820 10.15133182 9.92447346 16.23316039 NA 8.61692445 10.37366550 4.39850087 8.13268942 8.32303944 5.11759947 1.45507072 11.32377007 11.11612468 9.87198822 10.78684945 2.18348651 3.28301795 9.74845402 7.88986045 8.68447233 9.56100855 9.98114954 10.90921949 7.62879838 14.44135992 -0.62393193 1.18351827 7.03434449 10.43615351 7.70928857 9.60795424 11.20129067 2.62405409 NA 10.98692732 8.55852748 10.13216823 8.90361015 10.57058218 8.62879874 NA 3.83556032 -1.62370962 12.96291429 8.14762266 9.79345830 4.67991355 8.94978032 6.78127446 7.45561820 10.75415695 8.77487698 2.76845960 8.09037870 2.76845960 9.17541482 NA NA 8.54355117 9.66730389 10.68958309 8.88986075 10.35018914 9.31571226 10.13352320 -0.03889532 10.07179645 7.86798601 8.90848900 3.58558753 9.88095209 5.13102145 NA 7.70480835 14.11962644 0.37617923 8.42325713 13.47962586 9.62346727 1.54606718 7.13435649 11.47037580 10.75605296 9.88541330 10.55976854 11.91090531 11.29667209 8.11084293 8.08176569 9.86547935 10.62227992 9.39080223 4.39850087 -1.62370962 0.37617923 NA 8.81388506 10.86522847 8.84067880 8.27700000 10.11354945 13.73354768 3.73367972 10.47810878 5.68901674 12.29629986 11.34713771 8.76307324 5.23411423 11.29964631 12.44449157 11.27945017 9.40127271 2.85575056 9.53095132 9.88640275 11.88763874 9.39850087 10.67962850 8.90067484 8.25418396 10.99061293 3.50542096 7.60495198 5.45294790 8.63469926 10.75388595 10.62593993 8.97943491 2.89969769 11.27227630 8.97418569 11.26163888 9.37472348 10.19511465 10.46591459 11.93765976 9.81907657 6.76845034 -0.62393193 9.05912784 7.19950059 9.74627564 8.94218722 10.70929968 9.41161966 7.74245564 9.90018499 7.27700000 1.37612365 6.19631196 6.07657192 -1.62370962 4.01998651 -1.62370962 10.95851038 6.13102145 6.31277044 9.59607605 5.91699726 NA 10.91940668 10.86020077 11.10192539 10.42564141 8.87398510 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9.4253011 9.8180398 8.8859080 10.7582167 1.5460672 6.1770328 14.1135197 11.3856119 7.7025627 7.5309509 9.5665751 -0.6239319 11.2490004 NA 12.2802973 11.3125834 11.2461124 10.61841404 9.98808008 5.60495198 7.37613321 8.83863542 8.54730985 5.60495198 12.92891449 1.83556032 14.22812612 12.59598231 8.13934568 10.29872131 10.53505837 7.36197535 -1.62370962 8.02538931 8.34623891 9.06175811 9.89232560 11.03546013 10.11760012 10.16362766 -0.03889532 9.47021085 9.21848356 8.91043617 11.50525516 9.88392776 -0.03889532 9.83505228 7.87995873 8.91432204 8.84067880 5.38735909 10.75388595 11.14411063 NA 12.78207234 12.03824514 11.10554144 9.90018499 8.22319035 10.21020912 10.29946058 12.03747701 10.59655681 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 1 1 5 2 3 1 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 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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 5.548821e-07 2.774411e-07 NA 9.7487440 10.6902501 8.6976609 NA 10.0197929 9.3738009 NA 0.5060941 2.6233987 8.3744579 9.0456570 3.9859649 5.9245608 10.2944697 12.2143355 9.1536592 10.6228552 11.2579439 1.6905065 7.7952241 8.4706731 9.8866053 10.7712027 8.8540415 9.3045469 7.0091523 7.6510352 9.4393090 12.2906726 7.7466366 6.9175750 -1.7690592 NA 9.4664907 9.6956205 4.6061165 6.1968588 2.0384362 9.3158830 8.9598455 8.9851270 8.1997415 2.9859558 12.4038147 9.4978612 4.0639688 12.2115713 10.1517997 10.3068881 -1.7690592 8.4884624 10.9028369 5.1137172 11.6300855 9.7702334 7.6781578 -1.7690592 10.7001924 10.6000012 9.4902294 7.4502429 2.3185482 0.5529672 9.2268418 7.9809438 10.4242920 0.2310637 8.2944696 8.6338097 -0.1839328 8.8892861 9.0687025 5.3808229 12.3903003 12.4374786 9.0165272 10.2720492 9.4925819 16.2575927 NA 8.1735892 9.0107941 3.6573427 8.2409034 8.5025379 6.9657843 2.5399529 11.7339065 10.1990214 9.9691669 6.2366992 3.2754690 1.5530164 9.1304316 8.8776332 7.8085035 9.3545496 9.6776411 10.6881990 7.0416460 13.3279133 2.6233987 -0.7688134 3.3603643 10.1390919 7.4718662 8.9096747 11.7090858 0.8160672 NA 10.8434824 7.0448564 11.1584082 7.4035021 10.7866224 8.1014395 -1.7690592 2.4010024 0.2310637 11.6296848 6.6740185 9.3231710 6.3500163 9.7349004 9.4116055 7.0544415 10.4598934 8.7741064 2.0384362 7.1588530 3.3185338 9.1889023 -1.7690592 NA 8.0352054 8.4319731 11.5182099 8.7428275 9.0066848 9.0702785 10.1925244 NA 10.5734272 6.6864025 9.0376645 3.8457811 9.5869764 4.9992604 NA 9.0898329 14.4134108 -0.7688134 8.1809012 10.1874508 8.8291271 5.0384274 6.2644970 10.7820619 10.8358595 8.7428275 10.4562821 11.7866596 11.3953531 7.8160371 10.9560147 7.6233921 11.4603441 9.3644352 3.5886247 1.0384362 NA NA 9.0124343 9.1424665 9.3603577 8.4978610 9.1174647 8.9555886 3.6233870 9.6703861 5.6986797 12.0460576 10.8353963 9.0560334 3.7856656 11.0396367 12.9808917 11.8640698 9.2395033 0.7495772 10.6552410 10.0287361 11.9522807 9.1801717 10.9254326 9.7339064 9.0671251 7.7368862 3.3185338 8.4931694 6.9418810 8.2211787 11.0337930 8.1638947 7.5778986 2.0384362 11.9552687 8.7319167 11.0677168 8.6760897 10.2268418 10.2144246 12.4930227 10.0730321 6.6319540 NA 8.6006719 7.2366992 10.4137794 8.2958176 10.3939569 9.0655457 7.7856637 9.8946327 8.7653776 0.5529672 4.1618151 0.8160672 -0.7688134 3.5164817 NA 10.6473444 4.1618151 6.8009297 11.2519018 5.5904733 1.0384362 10.6112652 10.5402668 11.3635744 10.0472584 8.4246001 9.3271309 5.8507069 10.7281780 11.6862734 10.5764799 10.4091170 11.6968961 NA 7.8767330 -0.1839328 9.7118648 9.2775166 9.3590689 8.8402533 13.1381531 13.1203885 -0.7688134 10.1345800 9.9674766 NA 4.9283182 8.9430340 2.0384362 NA 6.8676988 7.8640697 15.3587366 10.3323971 8.4368681 9.4736534 8.3291065 11.2241900 7.7108546 9.4080955 11.3322297 2.5529918 3.0890574 9.3072222 8.8658857 6.2310752 4.9725410 11.0795020 10.1555160 11.6703861 9.9294321 7.3317366 10.7329118 7.6190916 3.7605829 10.2384524 0.7852000 -0.0026832 0.0074743 -0.0019655 0.7865500 0.7769200 -0.0117740 0.7575400 0.0672050 0.0656300 0.0762520 0.0689250 0.0010837 0.0010837 -0.0026832 0.0034431 -0.8088800 -0.7955900 0.0074743 0.0074743 0.0074743 -0.0019655 -0.0012729 -0.0117740 0.0000000 0.0000000 -0.0081880 0.0016386 0.0021936 0.758 0.000 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 0.000 0.000 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 0.758 0.000 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 0.000 0.000 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 9.686402 11.974542 11.259671 10.649454 9.082043 11.829709 2.816047 2.137962 6.781821 5.051255 12.616196 8.873515 11.202259 7.987498 8.117122 8.224013 11.811098 6.548487 10.184544 10.267935 8.623392 8.708448 10.332338 7.933247 7.467089 11.352608 13.742889 10.646288 10.932164 NA 8.980106 8.169184 10.580079 10.432586 11.692810 8.073425 9.509524 7.176518 9.409117 5.853127 10.971699 9.296491 4.874930 2.231064 9.692042 8.326472 13.835454 7.948751 12.902505 5.929223 9.960270 11.858950 16.055623 12.183361 15.146627 10.530855 -1.769059 10.184907 7.898186 11.394253 9.138716 9.056033 10.408806 9.682286 11.415020 11.648927 4.816036 4.534858 15.001869 11.384627 8.889286 6.137965 9.404752 -1.769059 12.020608 NA 13.413314 11.337778 11.347744 10.294470 9.886605 7.176518 6.191077 9.209070 9.277517 6.758551 12.540547 2.874935 13.456508 12.332476 7.843943 9.213177 9.609911 1.931532 -1.769059 8.959845 7.060798 9.366143 9.937139 10.720672 12.940482 9.779897 1.038436 10.595209 8.831917 9.157371 11.295481 10.166608 1.400975 10.281944 8.960695 7.950464 9.360358 1.553016 11.033793 11.306721 NA 13.931487 12.764952 10.685117 9.894633 7.967476 10.635152 10.975698 11.348624 9.900549 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 1 3 1 1 2 1 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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10.4557168 1.7053587 6.9231539 9.4259795 -2.1022175 9.6670251 9.4597791 4.3574464 11.6787801 12.2453584 9.5606823 11.1590803 10.1417829 15.9979677 NA 8.7652927 10.3497401 4.9641029 7.5949814 7.2489532 6.1171818 1.2917214 11.4228004 10.5111126 10.3913689 7.7277367 5.3326435 1.3574394 9.0828891 8.7029515 7.7037576 9.6952701 9.2148611 10.3666378 7.4564349 12.7952448 2.7559985 NA 6.1741387 10.1402948 8.3179742 9.2120306 10.7346559 2.2903359 1.0679140 10.1477198 6.5562255 10.8715623 7.5382588 11.5629055 8.1304347 -2.1022175 4.1074703 -0.5170485 12.2999599 7.4254912 9.2599577 4.5127262 10.3365458 8.3378449 8.1542227 10.7370207 9.3357659 2.9854822 8.3169205 6.4792144 9.1589333 NA NA 8.3615381 9.1932087 9.9499024 8.6293329 9.9724898 8.9383034 10.0407592 0.2199584 9.5346385 5.9587105 9.8434869 5.0169553 10.3775414 3.4829773 NA 8.0477608 13.5841039 3.2199429 9.8467461 12.5380893 7.4810963 4.8522086 6.4678696 10.9281636 11.3152071 9.8920136 11.0282626 11.7988089 10.8851002 8.6537361 9.3848489 11.8280119 10.6901941 9.4178122 4.1648024 3.5704386 NA NA 9.6457872 10.3250647 9.8888269 7.9064427 9.0772574 8.5975863 3.1834230 8.8966043 4.0679398 11.7261503 9.9630933 9.7312993 4.8980148 11.6428477 12.0989890 10.6692969 8.7561270 3.9793120 10.1515659 9.9064424 11.0272969 9.3352456 11.2350782 9.3018992 9.2489529 9.6344158 2.9854822 9.1080764 6.1459423 7.7973710 11.4780368 7.9973748 7.9580341 3.0679312 11.5381458 8.6703284 11.9635141 8.9546514 9.6250834 9.9018831 11.7876128 9.6495578 5.3409574 -2.1022175 8.5677846 7.6019171 10.0464904 9.1220155 10.5837766 9.0117559 7.6105406 10.5715437 8.9808282 0.4829515 4.8637997 2.1459383 0.4829515 4.2199429 0.4829515 10.8600060 7.3574456 6.2730533 9.8388817 6.2527033 0.7054029 10.6783485 10.0471258 11.1741382 10.1186944 8.6377946 9.2489529 6.3281310 10.6221013 11.7859008 10.5127237 10.2857619 12.6352612 1.8049209 7.8709934 -2.1022175 10.0022849 10.3851002 9.4072939 8.9607347 14.0574713 14.7901416 0.7054029 10.7703040 9.7552172 -1.1019078 4.0679398 9.1421517 0.4829515 2.8522186 7.9960458 8.2665205 14.5883802 11.0437900 9.1932030 9.3425112 9.3958657 11.9672118 8.7745308 9.2626192 10.9967039 NA 1.7053587 9.3305557 9.8123989 7.6156900 3.4829773 11.5141031 9.9451377 11.2899287 10.0181675 7.3978594 10.4763865 7.8492988 4.9623778 9.2632427 0.00416320 0.00056805 0.02609200 -0.00447410 0.52072000 -0.00581400 0.02216400 -0.00567570 -0.03632700 -0.03632700 -0.03632700 -0.03966500 -0.00997280 -0.00997280 0.00056805 0.01279500 -0.52440000 -0.52440000 -0.52440000 0.02609200 0.02609200 -0.00447410 0.00569190 0.02216400 0.01271600 -0.00200390 -0.00567570 -0.50484000 -0.51818000 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 9.945479 11.802178 11.768475 10.147720 9.619113 11.741052 3.898015 2.421587 6.452602 6.233405 12.969141 8.611177 9.974495 7.291876 8.056207 9.227250 10.430370 7.320078 11.170060 8.714998 8.385854 9.078209 9.354820 8.263243 7.565126 10.573530 12.992298 10.192347 10.442495 NA 8.791315 7.917605 10.560237 10.105943 11.708786 9.018252 9.604510 8.382837 9.643268 7.367656 8.188032 9.248953 6.188033 5.365619 8.540066 9.529646 13.302257 8.920382 13.187456 6.773855 9.399851 10.356164 15.420802 12.050774 13.724637 11.269790 1.067914 10.818553 10.951261 11.155844 9.472607 9.731299 9.520523 9.796237 12.206922 11.850117 4.625937 5.863797 13.278231 11.480744 9.568227 5.097687 9.896957 NA 11.710793 NA 12.941767 11.987791 11.192491 10.785806 9.843092 7.208627 7.632723 9.004577 9.630181 6.224444 12.846005 1.898015 14.310236 12.904428 8.578373 9.794706 10.076679 6.679373 -1.101908 8.627635 7.164800 9.730113 9.973493 10.728727 13.024194 10.394368 1.482952 9.777980 8.904340 9.200653 11.580679 9.648302 4.718192 10.632723 9.764520 7.641165 9.888827 3.452609 11.478037 11.152600 NA 12.663611 12.841948 10.531009 10.571544 7.242310 11.209620 11.141485 10.939959 10.886452 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 3 3 3 3 4 3 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 2 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.3799607 4.6007514 7.3210667 2.6700245 11.8658489 9.7246197 10.1673682 6.4047243 2.2549870 11.5480663 8.3102601 6.8794693 10.8542708 7.1497959 10.3936763 -1.3298848 9.2948107 11.5283850 5.1778102 12.2829990 10.0889220 7.9274035 NA 10.2056552 11.0015258 9.5200067 8.1497954 8.1817680 3.4773665 9.6205712 9.2662051 10.6972302 2.7574714 6.6979211 9.7759238 4.6923826 9.3678518 9.2521573 3.8399394 12.6224536 14.6238935 9.0666201 11.4911914 8.2436624 16.0737847 -1.3298848 8.0120898 10.0423363 3.7144104 6.9874277 8.3353510 7.8121221 1.2549568 11.2694633 11.2286752 10.0973282 9.9657843 1.8399596 0.6700245 9.8837271 9.9214978 8.2920671 9.7034383 9.2226846 10.1930872 6.5342017 13.8277570 6.1857159 -1.3298848 3.3704573 10.7051581 7.7225835 8.2417682 11.1820150 NA NA 9.7123586 8.3876917 12.0239561 8.0493939 10.3147730 7.8770295 NA 6.6415590 3.6700132 10.4889968 7.6728305 9.6742359 4.9368028 10.5757784 8.8660026 7.0878680 11.1857152 9.1588596 1.9919345 8.2993720 3.5769091 9.7239413 2.7574714 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1.9919345 11.3676345 7.4773705 11.6245752 8.5844003 9.3138716 9.7367774 9.8982328 11.4503501 11.7824500 5.5888795 6.3704555 14.3016256 11.2082043 9.2341648 5.8197627 9.8579860 -0.3300662 11.3545448 -0.3300662 12.7223287 11.1266187 10.8127606 11.0396127 10.2298704 6.3210676 6.8940174 8.7225835 9.7889565 7.5217645 12.3768157 0.6700245 12.3514734 14.2867939 8.1538312 7.5951545 9.7293599 4.6242120 NA 8.7428180 5.9554174 9.1056857 9.6965388 10.6088598 12.1539570 9.5701274 0.6700245 10.9631995 8.3876917 9.1108844 10.2393963 9.4348869 0.9919707 10.2596665 9.8837271 7.1698609 9.0857571 2.5769091 10.5048813 11.4087410 7.9531040 12.6402111 13.0874723 10.1970036 10.0936566 7.2993720 11.3667656 10.6490832 10.1177494 11.4290276 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 2 3 4 2 2 3 2 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 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13.502836 10.867040 1.163370 10.557540 9.529706 10.523446 9.203869 8.921130 9.302204 9.883505 10.910857 11.608988 6.717972 5.659810 14.790611 11.028233 9.155310 6.510846 10.029779 NA 12.355940 NA 12.768598 11.400931 11.068770 10.725626 10.265546 6.090737 7.153690 9.089044 8.989024 6.143930 13.064619 2.262914 13.762599 12.909418 8.267420 8.386185 10.222148 5.535938 -1.643856 9.152879 8.173012 9.294138 9.873206 11.345778 11.608102 10.764889 1.677937 9.738112 7.056469 8.806209 12.071132 9.550170 3.310224 9.987205 9.351795 9.299276 9.373533 6.207778 10.938406 10.916361 NA 13.068824 12.346576 10.428831 10.263295 8.279356 10.018252 11.222921 10.644332 10.885720 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 1 1 4 1 3 1 2 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 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2.288889e-06 8.323232e-07 -0.04394335 10.40515849 9.74961320 7.78889970 7.97003052 10.06060866 7.64806704 NA 2.07536148 4.68393221 8.51059883 9.74798666 4.78889970 7.71423315 10.62533789 11.89448683 9.67197195 10.48397062 11.73552408 2.86290759 10.33647097 8.18242216 10.18723106 10.75367139 7.57439523 8.52015938 7.20867527 8.32887505 9.10575690 13.46491882 7.64873003 6.67025543 NA NA 9.87933742 9.89338375 5.57072097 8.12843725 4.00040570 9.17154287 9.58445540 9.19082743 6.02209922 -0.04394335 10.40722102 8.74717287 8.45585570 10.45036544 4.08528867 10.59399319 NA 8.09300074 11.08561493 3.20393720 10.41492905 9.79914577 7.91311201 6.59459035 10.41661420 11.13692602 8.70587944 7.91601199 5.52586529 0.54101915 10.20096823 8.59806144 10.92755347 -1.04394335 6.13591856 9.55219971 -1.04394335 9.89264785 10.64600790 4.08528867 11.04801380 14.26185790 9.92323611 10.66380037 9.67625418 16.27073474 NA 7.97281842 10.25177885 4.24141311 7.62843533 8.65991350 6.59986673 1.24877769 11.30584396 11.43906987 9.99698452 9.47170976 2.41543419 2.27792525 9.88674721 8.59986599 8.27115952 8.79521368 9.75690986 10.69831929 6.67710932 14.09508155 -0.04394335 -0.04394335 5.94469449 10.50915920 7.71756128 9.37069503 11.05502886 4.47957334 -1.04394335 8.82637465 7.63549032 10.05457502 8.66336917 10.25177885 8.77459205 -1.04394335 6.66336882 1.54096958 12.08303694 8.06975210 9.45386179 4.44786348 9.73408703 8.14336178 7.06975157 10.77219356 8.40515849 3.20393720 7.89558922 4.47957334 9.33430480 NA NA 8.37807459 9.55499283 10.91420011 8.34832715 10.19739720 10.05272508 10.23503998 2.76336908 10.57989139 8.57622961 9.17638810 4.04347575 9.98667701 3.59986525 0.54101915 8.71589817 14.33900535 1.95601947 8.86889909 12.90547187 9.59172803 3.12593208 7.20393720 11.50193966 10.59535064 9.46677413 10.06453436 10.99948496 11.05239565 8.51634260 8.94327377 10.31301202 10.71256621 9.49881930 5.12593621 1.76336908 NA 0.54101915 9.18362595 10.56426469 8.93900349 8.15568245 10.35995398 11.52728850 4.08528867 9.76336476 6.86889909 12.42004505 10.31630835 7.98667715 5.29585891 11.01400163 13.13848184 11.27115946 9.32123882 2.80900277 10.50675664 9.93400527 12.31891259 9.26548636 10.14830269 8.95036343 8.16302416 10.16728980 2.41543419 7.56334044 7.20867527 7.55219952 10.86064449 10.94226084 8.94500686 2.65645061 11.34133307 8.76818730 10.71214917 10.04678393 10.11588118 9.80853935 12.08384305 9.65558242 8.35688944 NA 8.19441460 6.01129212 10.26207158 9.13467479 11.12850614 9.24948161 7.11588118 9.91093319 8.41953426 1.76336908 7.38646264 2.12594860 1.88959036 3.76336908 -1.04394335 10.57714602 5.36540209 5.43174329 11.79275065 6.15224225 -0.04394335 11.44309626 10.53721044 10.78176369 11.10766074 8.86440253 8.93430566 6.62510826 9.89411928 10.17517838 10.40567440 9.91601184 11.34214186 1.27792525 8.24833132 NA 9.76336476 8.85687679 9.33430480 9.80228387 11.96741188 13.65634123 4.08528867 10.70336376 9.86740184 -0.04394335 5.14583639 8.05929795 NA -1.04394335 6.64949619 7.95882470 15.02226730 10.17400998 7.39895313 9.36963791 9.49322821 11.12217300 7.58900539 9.17716187 10.66250594 2.12594860 2.54096958 9.76979108 9.37912577 6.54846745 8.24833132 11.26349533 9.74717270 10.92755347 9.59648088 7.81087813 10.77977516 6.48778056 4.71090009 10.58126207 -0.0017147 0.0047198 -0.5886300 0.0207640 0.0077792 -0.0016620 0.0026365 -0.0097155 -0.0456340 -0.0456340 -0.0456340 -0.0456340 -0.0017147 -0.0017147 0.0047198 0.0107040 -0.5886300 -0.5886300 -0.5886300 -0.5886300 -0.5886300 0.0207640 0.0196430 0.0026365 0.0019426 0.0019426 -0.0041537 0.0098678 -0.0978900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.228056 11.530840 12.265486 10.548000 9.105757 10.630644 3.956010 2.862908 7.710897 4.000406 12.391029 8.973124 9.095561 10.720629 8.080803 7.585367 10.766983 5.898525 10.199779 11.082392 8.527762 8.839509 10.346405 7.110828 7.064535 12.121231 13.484586 9.9080231 9.7983602 NA 8.8911749 6.9332894 9.8644025 10.6766816 10.4912852 8.0085782 9.2880464 6.4236151 9.9482402 6.9503634 7.0904364 9.5400329 5.6702540 5.2958589 8.5067566 8.8477937 13.2834222 8.8170969 13.1965031 6.8683003 11.5329666 12.0538774 15.6787774 11.0530544 13.9333345 10.5489340 0.5410192 11.3212388 10.9054718 10.9021852 8.5086790 7.9866771 9.2356206 10.0968397 10.0968397 11.4625630 5.4638055 7.8201962 14.7442714 11.2175172 9.4707239 6.2414112 9.6616422 NA 10.9279127 -1.0439433 12.4939562 11.4812762 10.6625059 10.62533789 10.18723106 7.51059883 7.39480136 9.17880476 8.31795386 5.85082692 12.34226580 2.65645061 13.37313719 12.80110786 8.07495118 9.01802905 10.64032023 3.95601017 -0.04394335 8.72749949 8.05404205 8.97421007 9.67710914 11.50723752 11.18422735 10.41800089 -1.04394335 9.87933742 6.80775934 9.03948910 10.99903720 9.56887842 4.12593208 9.84855268 5.16546178 8.47564630 8.93900349 5.72419458 10.86064449 10.42870070 NA 13.55388786 11.83693259 10.89264785 9.91093319 8.47170976 10.28636658 10.83635867 11.87395996 9.74114352 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 3 2 3 2 1 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 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 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8.84061964 10.29895209 10.49144728 8.49319578 8.14374646 5.28932176 8.14017996 9.03175330 13.30603225 8.34575207 5.60090900 -0.51808112 NA 10.03127181 9.82404321 4.15439688 7.45924881 3.33994974 8.91972055 9.56611247 10.69507270 5.93318075 2.38885079 10.96704306 8.92387534 8.45781629 10.64089373 4.72989532 10.70838074 -1.51787454 8.66063346 11.22701251 2.18240627 11.04015003 10.55610998 7.78803050 -0.51808112 10.72956084 10.96432773 9.68898284 8.23685612 1.06695024 1.94140684 9.71138821 8.66932056 10.87857332 -1.51787454 7.42154732 9.43907059 1.06695024 10.14908010 10.75197178 3.38886457 11.92884245 14.11015770 9.36231734 11.01188701 9.97432252 15.87046515 NA 7.77888468 9.58131641 4.71078991 7.33994974 8.59440784 3.76736877 2.73218235 11.07652636 11.47260434 9.27881926 9.43616475 4.67179155 2.87428549 10.24642543 8.64183970 8.18587200 8.69871439 9.78403622 10.47490689 7.08188177 13.66273239 1.28930331 -1.51787454 1.06695024 10.57967148 6.88710970 8.60608980 11.01529824 1.06695024 -1.51787454 9.58263089 7.56411747 11.59094048 8.02112712 10.31959648 8.46210796 NA 3.43616184 0.06695024 11.77328314 8.12942676 9.66436284 4.52636308 9.14819259 9.44052122 7.25015248 10.96048536 8.62790080 2.94140684 7.60090974 4.28932545 8.81735880 -1.51787454 NA 8.49179699 9.64247018 10.42887476 8.44919488 9.68409233 9.76505681 10.92905176 0.48191888 9.67364458 8.72514264 9.12040430 3.43616184 9.88764178 5.88284844 0.80388829 7.19621359 14.14844218 2.48197053 8.35079115 12.74082895 9.98678749 3.52635682 6.77198723 11.23873331 10.36804608 9.78003100 10.72959942 11.82762601 11.16825015 8.63805175 9.79994631 7.85047504 10.75896528 9.58291987 6.17545474 -0.51808112 NA 0.80388829 9.54805779 8.47065318 8.86890865 8.84391226 9.50132290 8.45638317 4.18240627 10.45423040 6.13302093 11.96477646 10.20264031 8.41860657 3.80389862 11.31801885 12.49249661 11.94344796 9.76273930 2.92025518 10.37489070 9.85755108 12.46896599 8.83069678 9.42594850 9.69750157 9.38132534 10.39859439 2.28933283 5.22343413 5.49319578 7.81288516 10.68531647 11.63253138 9.66165377 3.23685994 11.32490807 9.12942702 10.25097981 5.59049424 10.41344472 10.33761566 11.74406335 10.45853263 7.70355549 1.06695024 8.37071181 6.77658963 10.31880783 9.39111145 11.32559717 9.40306551 8.16144836 9.72633228 8.68164076 NA 7.15085310 2.65188979 6.03655828 2.65188979 -1.51787454 10.17196650 6.48759246 6.22343607 10.45755859 6.08054255 NA 11.04992456 10.38810750 10.70174206 11.11904616 8.10035380 9.18672809 6.11125254 10.37564930 11.49860272 10.56245299 9.82958987 10.44124598 NA 8.60738210 0.06695024 10.11086967 8.93214889 9.24849736 9.87321216 13.02288357 13.78407189 -1.51787454 10.46460568 10.00307822 1.48197053 2.56944248 8.71917831 -1.51787454 NA 6.79485121 7.59831235 13.80121724 10.75027361 7.92283769 8.93420981 10.09299334 10.74347584 8.60350210 9.24816620 11.14285579 1.06695024 2.38885079 10.11677956 9.18414117 7.36461183 4.61124912 11.49912491 9.84719738 10.30294525 9.27769167 8.17545524 10.53283746 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9.962254 8.192775 9.060313 9.795379 7.467810 6.953644 11.208825 13.570136 9.9698085 9.9637680 NA 8.5413131 7.5983123 9.8499292 10.9019287 11.4488344 8.2217490 9.9383230 7.1719664 9.9942151 6.7857493 8.4141833 9.6487593 6.5098747 3.0669330 8.9040333 9.3156493 13.3156987 9.1167796 13.2267498 7.1566201 9.2674209 11.7788847 15.2568842 11.0987471 13.1151340 10.2989521 3.0669330 11.5421578 8.9475350 10.5865673 8.4419706 8.4186066 9.3531036 9.8016406 11.1327959 11.1678101 1.6519127 6.6009090 15.1230558 10.4749069 9.4426945 7.1258247 10.3262820 NA 11.2852925 -0.5180811 12.3802865 11.1782319 10.6865397 10.64247027 10.29895209 5.88284844 7.02499999 9.21921596 8.92179929 7.24684034 12.23120003 0.06695024 12.80347387 12.30593277 8.20477604 8.12463418 10.28205946 4.59049424 -0.51808112 8.49598890 8.40380965 9.27638430 9.32188865 11.29032942 12.03535781 9.96578428 0.06695024 9.62917336 7.59831235 8.97482325 10.43652833 9.82958987 2.18240627 10.09207051 8.41713352 7.40380965 8.86890865 4.52636308 10.68531647 10.94293626 NA 12.82716581 12.78460743 10.65564565 9.72633228 7.54805741 11.31070002 11.34305543 12.33484617 10.12008764 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 3 3 2 3 1 3 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 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 7 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11.02642433 9.33751397 8.22909999 10.43972213 5.43944695 11.01963687 NA 7.94608164 11.05774322 3.36730117 11.74511978 9.87671722 7.77886300 NA 10.46481915 10.91126524 9.34650797 7.85503477 8.19172598 -0.91811503 9.64366051 7.97671304 10.80960303 -1.91811503 5.93987536 9.19368305 3.03609887 9.27911188 12.08585230 5.43062316 11.69015241 12.64979195 9.41449138 11.40396427 10.52665133 16.13260484 -0.91811503 8.49552329 10.91062677 4.34867859 7.52690998 8.53104375 6.69291953 1.08188497 10.96166992 10.90127609 9.70165665 9.09172390 2.08188497 3.16936384 9.69015009 9.39930784 7.81321426 9.38053076 8.93364433 10.58522415 7.06488932 13.12145696 1.40381306 NA 6.99178825 10.47769716 8.08048552 8.53104375 11.25760075 1.08188497 -0.91811503 10.85069990 7.79614087 10.82147967 8.74367350 10.84945905 8.27542057 -1.91811503 6.93676395 2.93988476 11.65755270 7.57174354 9.42230176 2.25180997 10.47689381 9.03972294 7.39023432 10.85235269 9.04840077 3.29135307 8.52380186 3.78233517 9.58820286 1.25180997 NA 8.23037164 8.99178825 10.63384376 8.66873504 10.11909896 9.40043802 10.18025641 2.54131659 10.01337153 7.03609117 9.80726153 3.21118356 10.09800707 0.08188497 -1.91811503 8.66026800 14.34725393 4.65175205 4.58969159 11.68818482 9.06773712 3.36730117 6.20083585 11.61546835 11.09643884 9.11875579 10.23068961 12.00162641 10.72687812 7.78233517 8.13853292 9.81872005 11.05146170 9.24956433 6.14798433 0.40381306 -0.33315253 NA 9.65554253 8.71851986 9.86284515 7.85007930 9.40311878 8.94840140 4.60545878 9.40776295 6.22144599 11.82851457 9.82251937 9.81998760 4.12628735 11.63528457 12.34252083 11.39463643 8.75961493 2.68003174 10.28982467 10.16836324 11.71102416 9.27542057 10.35598222 8.97595513 9.17861033 8.70211518 5.71852055 8.87142878 7.32029964 9.07057985 10.95687662 11.86597795 9.62618851 3.91478455 11.28279388 8.86816478 11.25838012 7.81321426 9.96109556 10.04695809 11.70073958 9.91952318 7.51860674 NA 9.01484818 6.83008796 10.03899729 8.62395975 10.76466164 9.13649954 8.58373230 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-0.4540000 -0.2223100 -0.0012473 -0.0132640 -0.4375600 -0.4375600 -0.0833330 0.2424900 -0.2353000 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 10.553316 11.933449 11.989537 10.602023 9.763134 11.019821 3.036099 1.666847 7.139887 4.329820 12.470518 9.008577 8.970639 10.739810 8.361169 8.556615 10.355691 7.234180 10.796999 10.241767 8.196939 8.492506 9.889133 8.248058 7.346338 11.119614 12.586590 10.2008363 10.2430272 -1.9181150 8.8225192 7.5165234 10.3722022 10.2249595 11.6114478 8.8844117 9.4912861 7.8779350 9.8575055 6.4525823 8.6855215 9.0548751 5.5576276 8.2214465 9.0818953 9.2398737 13.2996258 7.8924669 13.0233097 6.2820097 7.6799480 11.1177254 15.6729427 12.0752760 13.6519288 10.7011982 0.8892399 10.4495830 10.1449533 10.7060053 8.5886985 9.8199876 9.7626943 9.7030315 11.3398723 11.6529344 0.4038131 5.1042612 14.6574524 10.7080605 9.2980348 7.1290192 10.3516064 -1.9181150 11.7872036 -1.9181150 12.6925164 11.3648360 11.1761379 10.7574113 10.1871490 6.6287896 7.4612740 9.0331799 8.8434466 6.8566820 13.0826347 1.9887756 13.6557199 13.0316764 7.9084437 9.5064867 10.1324242 5.5494998 -1.9181150 8.6355244 7.7525513 9.1194423 10.1049427 11.1946605 11.9809689 10.7048622 0.6668475 9.9526453 7.4677580 9.0748337 11.4668139 9.7969994 2.4742024 10.4128121 10.6808782 9.0118934 9.8628451 3.2518251 10.9568766 11.4797036 -0.9181150 12.9131530 12.1628793 10.4561197 10.2389263 7.7148905 10.2031050 10.4685661 10.8385746 10.7876335 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 4 3 3 4 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.1954106 12.3622793 14.4218079 8.7753400 11.8312952 9.2477825 15.4407503 -0.1265805 7.9662245 9.2251431 4.5739077 7.0566897 7.9013738 4.2885062 0.6104166 11.4733804 10.1488162 10.1927634 9.5704350 3.5364384 3.1464923 9.4559233 8.3369921 8.3437875 11.2135031 9.6405484 10.4955194 6.4684139 13.0183382 8.5245194 NA -0.7114642 10.1519170 8.5149172 8.8478823 10.4860290 1.9889573 4.9750065 7.1118722 7.4758574 10.4683831 8.5623008 12.3826653 8.6667999 -1.7117005 5.1588702 -1.7117005 10.9219545 6.9467168 9.0682245 4.6978961 10.3888390 7.9413499 8.0417221 10.7402314 8.9591613 -0.1265805 8.0316565 3.8430894 9.6797487 NA -1.7117005 8.1588697 9.2199814 10.1780091 9.0257525 11.4184320 9.1308555 9.9105568 1.6104166 9.8101055 9.0525474 11.3898571 3.4979572 9.7340374 0.2885358 0.2885358 3.9032118 13.4133130 6.7682849 11.6794801 14.9179329 9.2236702 3.9323636 6.7063579 9.0690448 10.9417980 10.1351708 10.5857080 12.0134633 11.0579297 8.2251428 9.5808267 7.2103460 11.0483933 10.6050242 2.1954106 NA 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0.000 0.000 0.000 0.000 0.000 0.000 -0.011 0.429 -0.420 -0.420 0.000 0.000 8.620542 11.988511 4.438253 10.387853 8.575063 12.570652 6.254290 2.375957 8.417775 5.917861 12.401108 8.754653 12.967325 13.113169 8.459569 9.630580 10.520926 5.468414 10.266858 9.730412 8.064938 9.401603 9.626411 8.193892 7.739716 10.878390 12.980630 10.0873818 10.1102791 NA 8.4820306 6.9924082 10.2354114 11.2123896 11.7274269 5.4177884 8.8051899 7.5692761 10.4621822 6.6591925 7.3301640 8.9776294 4.8120669 4.5552947 6.8958358 8.9160389 13.3479763 8.8392520 13.5318279 4.2595889 10.1931397 11.5665189 16.0961304 11.3279382 13.7740829 11.2416102 -0.7114642 12.2160053 9.9919761 11.6485291 9.4452202 8.8874881 9.2990333 9.9364131 10.9657843 11.6761091 1.4584345 5.1953948 13.2581942 11.9669952 9.3963759 6.8198866 10.1825649 NA 10.7458860 NA 12.5539736 11.3921158 11.4272568 9.538211 9.757638 5.804206 4.195395 8.214801 7.774334 7.338354 12.282491 2.195411 14.049485 13.122186 8.326052 8.440676 10.606200 3.458435 -1.711701 8.944930 6.545893 9.659737 9.190812 11.111275 12.328024 8.026598 -1.711701 9.876751 7.201395 9.283566 10.160025 10.089001 1.610417 10.508279 3.288506 6.359967 9.086167 2.988939 10.962256 11.563466 NA 11.897106 12.316497 9.940902 10.122976 7.886557 10.820617 10.956282 10.182679 10.343801 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 1 1 3 2 2 3 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 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-1.20223992 9.48220615 9.74370530 5.74626170 7.25322254 2.65587843 9.01887866 9.41674011 8.99326790 6.11530797 2.04582736 10.55674361 9.12713154 8.37909630 10.96766419 7.13774532 10.93488687 NA 7.52581597 10.93552737 2.70478345 10.31875993 9.32781421 8.15654679 -0.18770716 10.26905022 10.51321644 7.77946329 8.19770767 4.11982095 -0.61705613 9.32781421 7.54608879 10.50309616 0.11982095 5.85859277 8.59231164 0.60520984 9.90380429 12.21409954 3.63078986 13.94453962 10.30023037 9.54188862 10.70215407 8.75136463 15.53917841 NA 8.56855964 11.84544575 4.66826098 7.88270418 7.46855236 4.33705452 1.49942497 11.70403478 10.37154296 10.69214513 8.97966927 0.60520984 0.79792605 8.93103797 9.02008683 8.08329795 9.54650789 9.14440945 10.98617554 7.05292447 13.31952688 0.60520984 -0.20207395 8.26142033 10.01857645 8.37154275 9.92750080 10.62046664 5.01706227 NA 11.38156620 7.54104704 10.25248035 5.70478622 11.61027364 8.44804980 NA 2.19020396 NA 11.23043769 7.46500718 9.09021751 6.36013774 11.23837566 7.48439596 6.81191667 10.57473997 9.22939349 2.04582736 8.29674509 4.75209024 9.55653537 NA NA 7.95650568 9.49833545 11.25578962 8.96468655 11.38309307 9.03031676 9.50050133 -1.20223992 10.08069457 8.06702233 9.76045566 2.88535960 10.39804098 4.48439596 -1.20223992 8.47825513 14.08665373 1.25731241 6.93232225 12.71293482 8.23460718 3.44174905 8.16203023 11.42907281 11.55393081 9.78231420 10.65607112 11.63394118 10.91797164 7.73158650 8.81609598 10.80299393 10.88370015 9.33623518 2.19020396 3.86398799 -2.20223992 NA 9.16531052 10.49941879 9.51342876 7.83681475 7.53209717 12.11325765 1.60525726 9.43497343 4.72863346 11.19597137 10.47583555 9.12488693 6.09710298 11.92870764 11.91090535 10.49638345 8.37699487 1.71246372 10.19770779 10.25707122 11.14952517 9.24497908 11.74927157 9.73668148 8.46678086 10.17021677 2.79790530 8.51214114 6.24910776 8.68053886 10.93808646 8.98027156 8.25623039 1.88534008 11.52390098 8.87871339 12.12699134 6.19877504 9.55778399 9.21522089 12.36258117 9.56979790 6.80071098 NA 8.76295867 7.16203074 9.77517568 9.00734914 10.35651734 8.86533025 6.98771992 10.40360677 8.97219722 -1.20223992 6.18159953 2.70478345 2.04582736 4.69271174 NA 11.50017668 4.96781878 5.20728770 9.55361797 6.44030776 NA 10.66053310 9.85690215 11.59636757 10.23538781 10.68854004 10.60788897 6.92542626 10.59859346 10.77874935 10.49268892 10.64690985 12.24303997 -1.20223992 7.36775109 -1.20223992 9.87838020 9.50697953 8.37248943 8.90903141 12.01449007 13.36377136 1.49835300 11.06614538 9.64142428 NA 4.89592785 8.14108174 -2.20223992 -2.20223992 8.51814011 8.44175195 14.63714878 10.66092051 8.58171240 9.22782553 8.83406931 11.08863462 7.95144792 9.16311375 11.44905958 -0.20207395 -2.20223992 9.22468474 10.30544266 7.35631639 2.65587843 11.29711884 9.50827176 11.36156874 10.39038083 6.94000226 10.57925549 7.53936279 4.71497080 8.91488946 0.0000000 0.0000000 -0.7089000 0.0123760 0.7231900 -0.0015243 -0.7188000 -0.0316320 -0.1064300 -0.0894340 -0.0894340 -0.0894340 0.0000000 0.0000000 0.0000000 0.0141900 -0.7089000 -0.7089000 -0.7089000 -0.7089000 -0.7089000 0.0123760 0.0039358 -0.7374600 0.0047190 0.0047190 -0.0316320 0.0086135 -0.7209300 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 10.102247 11.660146 13.353533 9.987103 8.751365 11.786758 4.605251 1.797885 5.655876 4.885360 11.395832 8.376533 5.498337 9.779877 8.850987 9.345754 12.094238 5.637100 10.907237 7.498335 8.384735 9.297836 9.621239 8.500934 7.716759 10.541258 12.995880 10.1391366 10.4563304 NA 8.6805389 8.1869893 10.5615231 9.5313349 11.5468224 7.7418755 9.2299157 7.9963407 8.8880083 7.1332861 7.1198241 8.5693851 5.1016753 2.9271759 8.3837972 9.5862063 12.7960014 8.5435701 13.7252108 6.6490823 7.6212629 8.5792556 15.0783131 12.2547635 14.9793101 11.1904815 -0.6170561 9.4417520 11.8545335 10.9721973 8.2157485 9.1248869 9.8000075 9.3283022 10.8710331 11.2810805 1.7047835 4.0073480 13.8686169 11.4196043 9.2120525 8.1119124 8.1050966 NA 11.8693581 NA 12.5164822 12.0080298 11.4529792 10.339476 9.860616 7.090217 8.257327 8.851822 8.962174 4.007348 12.360246 3.190220 14.199459 13.126956 8.477376 9.827759 10.937287 4.045827 NA 8.808424 7.055284 9.241357 10.236168 10.604647 11.605653 9.275654 0.119821 10.276413 4.397810 9.060578 12.267855 10.366802 2.498327 10.057051 4.240841 8.888670 9.513429 2.321466 10.938086 11.675084 NA 13.162954 11.783204 10.992191 10.403607 7.605251 9.957136 10.126851 10.951617 9.849176 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 1 3 3 3 3 4 3 1 4 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.66703434 9.91822118 10.08809401 8.52137784 5.73366888 10.05089385 7.73225902 -1.66703434 0.96036343 4.52261448 8.24717417 9.80141316 5.70782845 8.08433326 10.74694581 12.33683395 7.49013607 10.54558947 11.53567814 1.79223067 10.59164950 7.97303376 10.20777038 10.31078442 9.11414888 8.81458855 8.11012674 8.01578355 9.26204738 13.78660726 8.11727686 4.82464058 -1.66703434 NA 9.54467741 10.03928510 5.07425709 8.20930616 4.67264032 13.62988448 9.65809453 10.23817614 8.23667103 4.31007104 11.70442961 8.67708500 8.35931251 11.63199709 9.31506961 10.48158341 -0.66726343 8.90169537 10.83711155 3.69033887 11.53797140 10.58663660 8.49266038 -0.66726343 10.79788861 10.75504571 9.04932555 8.02627610 6.86806444 -0.66726343 10.16765510 8.81054721 10.75957798 -1.66703434 6.23365610 9.64136702 3.72510854 9.97167747 8.74747434 5.39887705 10.23473075 12.64638075 9.77883853 10.84083141 10.10592828 15.97411411 NA 7.99990081 10.78116354 4.96214642 7.76533119 8.27089845 8.07088141 1.68750866 11.60483562 11.34820414 9.47553444 9.88064757 3.65472194 3.94749785 10.14456520 9.28188622 8.22457285 9.07594036 9.45949351 10.07972317 6.92524584 13.94271808 3.88737904 NA 3.33279385 10.58811279 7.59253253 8.43213680 11.12415550 6.43082050 NA 10.17120520 7.40425174 11.24272527 8.90074517 11.06749870 8.35515682 -1.66703434 8.28407359 0.33273657 10.67791710 8.07594063 9.48253613 3.28698462 9.96760007 8.74111874 7.71216723 11.25574508 9.52137784 3.69033887 7.14977252 6.67708535 9.56100644 2.58072438 NA 8.17827892 9.19232389 10.47106092 8.46207196 10.08892839 9.67375180 10.53184792 2.97663858 9.64226546 7.05388788 9.41964191 4.74217872 10.04832216 5.07425709 -1.66703434 7.98024756 13.98714541 4.39887705 10.67708500 11.37273623 9.67041106 4.99100023 6.10757699 10.75143234 10.56280956 9.37923106 10.51145391 11.33067424 10.79093930 8.82062926 9.10014587 10.46335966 11.09703870 9.20887617 5.17828041 4.23968063 -1.66703434 -1.66703434 9.62798413 9.83462621 9.66538513 7.88161079 9.18978256 10.86611879 6.14014468 8.51394152 7.91210492 11.66734172 9.19154711 8.80547981 5.04703664 11.09579391 12.05506296 11.09184500 9.31337148 3.51269464 10.26832245 10.16923405 11.69212686 9.35654353 9.60658473 9.20392423 9.83959260 5.36621379 2.33279385 8.74535903 7.63428541 8.02975654 10.68400438 10.58571174 9.47884848 4.46207196 11.13772675 8.76741744 11.01468634 8.82764471 10.41826154 10.30935322 11.79822796 10.26093729 7.04359604 -0.08222456 8.16251167 6.82062957 10.11701498 8.22609038 10.67513607 9.04531600 7.27823292 10.00211712 8.34820409 2.50271249 7.13045113 2.85634833 4.35405010 5.25165093 3.03322916 10.31471306 5.84058408 6.36621204 10.49420758 6.63066902 NA 11.02431455 10.34994552 11.10200711 10.82062910 9.03582760 9.57476040 6.65115074 10.60191579 11.27841583 10.52785366 9.80750901 11.04875107 NA 8.79324499 NA 9.96169017 9.96941372 9.44261968 9.63885074 12.36190373 13.05276607 2.85634833 10.89192713 10.22267320 0.65471049 5.18703529 8.75719697 1.14012422 -0.08222456 7.03669234 7.81054721 14.25971048 10.42852893 8.25760140 9.34611167 9.81307442 11.41410609 8.36207620 9.26802775 10.94242954 2.42023984 3.54224567 9.29496209 9.36138588 7.74641691 7.19076991 11.30863704 9.63771076 11.61631156 9.76144768 8.08600562 10.67569713 7.01226920 4.40853525 10.69911129 -0.0141490 -0.0141490 0.4366500 -0.0351760 1.3131000 0.4198200 0.4226700 -0.0175290 0.1311000 0.1311000 0.1311000 0.1311000 0.0086037 -0.0141490 -0.0141490 -0.0055375 -0.4906800 -0.4906800 -0.4906800 -0.4906800 0.4337900 -0.0351760 -0.0269880 0.4246700 -0.0076023 -0.0076023 -0.0175290 0.4215000 -0.0102320 0.000 0.000 0.000 0.000 0.437 0.437 0.421 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.463 0.463 0.000 0.000 0.462 0.462 0.000 0.000 0.000 0.000 -0.057 0.434 0.000 0.000 0.483 0.483 0.000 0.000 0.420 0.420 0.425 0.425 0.000 0.000 0.131 0.131 0.000 0.000 0.000 0.000 0.437 0.437 0.421 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.463 0.463 0.000 0.000 0.462 0.462 0.000 0.000 0.000 0.000 -0.057 0.434 0.000 0.000 0.483 0.483 0.000 0.000 0.420 0.420 0.425 0.425 0.000 0.000 0.131 0.131 10.416933 11.945197 9.746417 10.071304 9.644537 11.927813 3.332794 3.759049 8.045316 5.910217 13.280198 9.375358 10.142557 10.030539 8.434883 8.162512 9.591944 6.954841 10.316139 10.417265 8.104278 8.486341 10.632524 7.618192 6.832634 10.815093 12.193585 10.0772025 9.9050155 1.3327938 8.7379304 7.0607100 9.7855452 11.2466135 10.9714512 8.8276447 10.2150500 7.3495970 10.2679542 8.0140277 8.0759406 9.7865741 6.5126978 7.5901768 8.6648256 9.3419179 12.6759054 8.8034479 12.6099312 7.4348700 11.1737636 11.1310584 15.4744173 11.5919439 14.1557084 11.4638422 3.1907729 11.4273617 10.5664088 10.5008343 8.6170347 8.8054798 9.2411816 9.9368789 11.5475635 11.8017936 7.2154320 7.1174239 14.5412894 10.6870385 10.0972460 6.9838407 10.0598587 0.9177754 11.5469564 -1.6670343 12.6781943 11.5067285 10.5158041 10.746946 10.207770 7.064108 6.377183 8.672639 9.012269 5.332790 12.750174 2.917756 13.193294 12.220581 8.844542 8.495797 10.222293 6.133689 -1.667034 9.255374 8.005215 9.565210 9.686487 11.512698 12.988711 10.986978 1.917737 9.368276 7.087677 8.940119 11.180434 10.171599 3.917756 10.494236 8.663706 8.059007 9.665385 6.482537 10.684004 11.155360 -1.667034 12.835372 12.931016 10.516735 10.002117 7.438698 11.041226 10.736334 10.971696 10.298747 TCGA-CZ-5465 76 0 NA 1446 kidney stage iii t3b nx m0 19-3-2015 female 2007 NA NA 100 kidney clear cell renal carcinoma yes NA NA NA NA 82.56.0 NA NA 3 3 1 2 2 3 2 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 2 0 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 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 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 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6.4536641 9.9188032 NA 12.1845093 NA 12.6196811 11.8512540 10.4314764 10.5602422 9.9794125 6.2514010 8.1254316 8.7553196 9.3481999 6.4950043 12.7356646 2.4868431 14.1866990 12.5781460 8.1055503 10.3852261 9.9684469 4.8218173 -1.9725628 8.6291701 7.5450687 9.8238446 9.8957781 11.2275315 10.9222170 9.5262484 -0.9725628 10.0221063 9.0594451 9.0649462 11.1650308 10.3453771 2.6123525 9.8748481 11.5334588 8.0566865 8.7755922 3.9100418 10.5546318 10.8333446 1.6123525 13.8283749 12.7620559 10.8351567 9.5810286 7.8760220 11.2766609 10.2729520 12.2199525 10.6602127 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 3 3 1 3 1 3 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 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8.0164857 8.7754342 10.2288187 6.6903417 NA 8.5538927 7.0387665 9.1820377 9.6328397 11.0307991 12.6367981 10.1375655 0.5957901 9.8827662 8.4074658 9.0094513 11.4997053 9.3214738 2.5958139 10.1414315 11.0429067 9.4926604 9.1870341 5.0332292 10.8831511 10.7840002 NA 13.2593075 12.6748638 10.9859925 10.0647868 7.7489536 10.9755628 10.6726391 11.9005361 10.6853225 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 1 1 1 1 1 1 2 3 3 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 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 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8.4962342 8.3727571 8.6475725 9.1932947 12.4182042 7.5290986 5.2831180 NA NA 9.7503769 9.7391845 4.7877929 6.9046081 2.9363081 8.3434922 9.3640399 9.6409724 6.3196450 1.2200823 10.1436497 9.6173262 5.8306077 10.4798532 5.0851824 11.1546433 NA 7.7526048 11.3985970 1.7346988 10.6397692 9.2691805 7.7188164 2.3196468 10.6713211 10.5296091 8.1525358 8.1062420 5.1676429 0.4127273 8.9567534 8.0975039 10.3839394 -0.5872727 5.7165355 8.8442526 2.1132004 9.4434222 9.0664958 6.0922349 11.3772674 13.0266020 9.5134173 10.8811245 10.2850452 16.2398930 NA 8.4378948 9.1957533 3.9363176 7.3756511 7.8639663 7.3166372 2.3273137 11.4540720 10.8306076 10.0842960 8.3985971 2.5002157 -1.5872727 9.6701428 8.9749976 7.8515467 8.7888805 9.4801894 10.1071130 7.4922402 13.5696676 -0.5872727 NA 5.0992573 10.3045388 7.4788440 8.6923655 10.5685220 0.4127273 NA 10.5134174 7.3166372 10.4843582 8.3756511 11.1732671 8.0348067 NA 5.1406764 -1.5872727 12.2179951 7.3464455 9.4889026 0.4127273 9.9494880 8.5420382 7.2006574 10.1891881 9.3662241 3.4127544 7.3316183 2.5002157 8.9421855 -1.5872727 NA 8.1709781 9.3828609 10.8693661 8.4544140 9.8980812 9.7021976 9.7050766 -1.5872727 10.6105860 7.5134173 8.8104296 3.2707382 10.0370936 5.4680358 NA 8.0602133 14.1606857 0.4127273 6.8762800 11.7830338 8.5851826 4.0566095 6.2071705 11.1967764 10.8657684 9.6517567 10.9531253 11.8403874 11.0124355 8.4323456 7.9615770 9.8593214 10.8554394 9.0473393 4.1131921 2.5826764 -1.5872727 NA 8.5988691 9.7856200 9.5516667 8.1792841 9.7655488 4.2953998 5.9901834 9.4176777 6.4461785 12.9179463 10.2317366 9.1676424 5.3075742 11.3155070 12.5408299 10.6722041 9.1404883 5.4197276 10.4049853 10.1491570 11.9843892 9.1718110 10.6136537 9.2329341 8.4141630 8.1809395 2.4127544 8.2645041 6.3075724 8.6946852 11.0189289 9.9719457 7.2929510 2.8050654 11.5439689 8.8975781 11.6088961 9.9363170 10.0297633 10.3709452 12.3105060 10.0687329 8.1010055 NA 8.9096087 7.5726267 9.0080126 9.0948718 10.7539347 9.1062420 7.6391670 10.2460405 8.6258593 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-0.66411000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.603 0.603 0.000 0.000 0.640 0.640 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.649 0.649 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 0.603 0.603 0.000 0.000 0.640 0.640 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.649 0.649 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.843991 11.748285 10.806950 10.792675 10.195753 11.149368 4.140672 1.220082 7.387170 2.582676 12.757606 8.740353 7.832715 7.590897 8.270192 8.727904 11.683050 7.154222 10.435470 9.954336 8.005212 8.648889 9.836580 8.121839 7.468037 11.890134 13.297403 11.188777 10.318518 NA 8.228139 7.845297 10.313244 10.248411 11.322273 8.580173 9.647572 7.494904 9.692366 6.307572 8.439279 8.870136 3.582676 5.787795 9.296162 8.688879 13.578055 8.493572 12.360575 6.227177 9.981661 12.199943 16.621632 11.758299 14.350290 11.111026 1.412782 10.646974 10.598250 10.718247 9.079867 9.167642 9.603814 9.942186 9.668964 11.391287 3.113200 3.056618 14.503680 11.132785 9.081640 6.194115 9.690043 NA 11.595149 NA 12.761483 11.300341 11.175137 10.629803932 10.319269849 5.270734493 4.366951617 9.050285647 8.868082347 6.435123496 13.323343904 1.734698783 14.312229980 12.613653636 8.585182645 8.914801286 10.163880589 7.012668112 -0.002310161 9.336082504 8.353802728 9.898584308 9.754829726 11.264504060 10.793216127 10.204731910 0.734655433 11.318706050 8.558687032 8.934355499 11.169311350 10.036636575 1.582700506 9.928454863 6.258245661 8.049379734 9.551666739 3.366951617 11.018928855 10.773327816 NA 13.491572983 12.630712744 10.332735678 10.246040454 7.876279343 10.386811054 10.122269700 10.603289646 11.289830143 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 3 2 3 3 4 3 2 NA NA 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7.6442651 9.7187729 4.3936290 7.5692670 7.8716755 7.7736252 2.9487503 10.5199639 11.7456716 10.5852162 9.0051799 2.0456876 2.2867038 9.1731129 9.9785906 8.1768603 7.6169406 9.4278377 9.7536914 6.3209828 12.8455752 3.3936221 NA NA 10.5021527 7.5258528 9.0871151 12.3716235 NA NA 8.6238201 7.9764421 11.7933745 6.5520573 11.0569321 9.3992527 -1.4138838 8.4871402 2.3936359 10.2940638 9.0851224 9.1532787 5.4810922 9.3561110 7.7385578 7.8102747 11.9338946 9.5448260 3.2301261 7.9807360 6.4810906 8.6442651 NA -1.4138838 9.9860852 9.8024128 9.6415556 9.0548973 7.2480509 9.6577356 10.4624065 -1.4138838 9.5961018 9.3039497 9.8676238 4.4689156 10.1702961 0.1712068 0.1712068 0.1712068 13.8223996 -0.4136916 0.1712068 6.8005919 9.0261040 4.4931670 5.9785915 10.1064008 10.2197226 9.7555720 10.0950585 10.7605748 10.5386505 7.8483682 9.1665319 9.4976653 11.6905444 10.2205216 0.5863084 1.5862603 2.1712389 NA 10.6330562 6.2516093 8.9171901 8.6251923 8.2860541 7.8991563 6.1331669 6.7052149 5.4064516 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2.834206 8.382313 6.045705 13.678617 9.719139 8.880894 8.949499 7.561032 7.441141 9.384745 5.969977 9.984483 11.357763 7.935001 8.972276 11.150632 7.025065 6.586274 11.363117 12.288771 10.335724 9.621072 4.652360 8.290177 6.517011 9.627248 11.663757 11.412623 9.584158 10.176860 6.272773 9.536100 7.736020 7.441141 9.843661 4.258700 8.412822 8.392017 9.709748 12.541469 8.354457 13.113872 6.732002 10.451620 11.683976 16.229249 11.719255 12.759248 10.740775 2.171239 11.647982 7.144694 11.693327 8.998843 8.379063 10.049287 10.059979 9.496166 11.472160 2.286704 8.178730 13.768490 10.700341 9.413616 8.462790 10.909328 -1.413884 10.471970 NA 12.668422 10.950665 10.271022 10.6179745 10.3184407 5.5051351 5.3141926 8.6388413 8.9127029 5.2727735 12.2691516 2.8342056 12.6437574 12.2835666 8.2710217 8.2899520 10.5862732 1.3936359 NA 8.3725430 6.1861856 10.5495306 9.8565685 11.3873753 11.0312881 10.3614720 1.3936359 8.9250096 6.3005191 8.9205464 10.3794701 8.6697525 0.1712068 10.2323818 0.1712068 4.9261228 8.9171901 2.7561907 9.0920848 10.6364620 10.5313512 12.3300558 12.6265630 10.5430124 10.0431409 8.4000546 10.8087663 10.3499006 11.0872147 9.8005741 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 3 1 3 4 3 2 4 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.4892957 9.7478759 7.4754570 9.8391854 -1.2216232 8.9818375 10.9839773 3.8228831 10.1654296 9.6778463 8.1205640 -1.2216232 9.6745493 10.9565598 9.6434493 7.6883825 5.6973540 5.4367015 9.7862175 9.1900004 10.9077725 1.3634515 6.4438254 9.7557694 2.4789200 9.8974306 7.8201483 6.0168952 8.9707082 10.8896251 9.1327388 10.5842333 10.9909858 16.2437529 1.3634515 7.8791519 9.0311548 3.4789330 8.1857571 9.4295411 7.1708064 2.4154071 10.7539792 11.2440558 9.4482603 9.9490405 4.2047511 1.3634515 10.6683736 9.0097105 8.8499517 8.4597279 9.8659522 10.3876682 6.2862842 14.4315024 5.3634515 NA 1.1004395 11.1915884 6.4995892 9.3186174 11.7286808 NA NA 8.5450185 9.6988423 11.6807082 8.7600566 10.2000283 9.6161174 NA 8.3765417 3.3020558 11.3440676 8.2663293 10.5720927 1.7785030 8.6097967 8.0638917 7.2623054 10.9393063 7.8948335 3.4789330 8.1921172 5.7897162 8.5826204 -1.2216232 -0.2214550 7.8283377 8.9830606 10.2420138 8.5826204 9.8098461 10.9077725 9.8961326 4.0638912 10.8814494 9.0925061 8.8351273 3.1708064 9.3088957 2.8659584 3.1708064 8.4754570 14.9269660 4.9282377 4.4223474 5.7897162 10.9845881 4.0264194 7.5729056 11.5765561 10.6565403 10.8546370 10.5577984 11.3608102 11.6135529 7.7151274 8.2005544 8.7586290 10.9766275 9.6996535 2.2379308 4.9683120 NA NA 9.7129175 8.0776975 8.8378338 8.7077477 10.8824525 6.5333765 5.1360396 9.9909858 6.1535297 11.9727846 9.0627351 7.8256133 6.7151274 10.6917529 14.3246906 11.5136223 9.9026107 4.0837325 11.4019137 9.7232015 12.5378575 9.3397774 9.3273112 9.0323370 10.0754056 8.1984495 0.3634515 10.0358773 7.7557695 7.7268564 10.6395763 3.6463816 7.2162832 4.9282377 10.9234663 7.8063956 10.4380394 10.4411578 10.5561557 9.4789291 12.0761222 10.4083014 9.4526817 NA 9.0731101 5.6239780 9.5582089 9.1995023 11.2354187 8.8804651 8.6129606 10.3084080 6.6913792 -0.2214550 7.4402679 1.1004395 2.4789200 5.4223440 3.1708064 10.0822701 4.7092245 6.9026103 10.3061082 7.4318720 -0.2214550 11.5410791 10.9946290 10.6018567 11.8020706 7.6488544 6.8276844 5.6254838 9.8043211 10.5000159 10.5499789 9.7514692 10.8057043 2.1004058 9.3340372 NA 9.6200537 8.8646257 9.8902772 10.5085349 10.9518542 11.5081102 -0.2214550 10.9399363 10.5491534 -1.2216232 2.9484140 6.4223457 0.3634515 NA 5.6973540 7.5333772 14.0246362 10.2317653 6.7326857 8.9806132 8.9509169 11.4032849 8.1836309 8.6050379 10.8738865 5.8553046 3.6853796 10.3142508 8.5810058 6.7268571 6.2542236 11.4028280 8.9781619 11.3369101 9.5557448 8.3215214 10.5178482 7.6672329 4.1455144 11.8450832 -0.23325 -0.23325 1.06800 1.77560 1.01990 0.13426 0.37463 -0.27152 0.00000 0.00000 0.00000 -0.01106 -0.23325 -0.23325 -0.23325 0.32366 -0.28180 -0.28180 -0.28180 -0.28180 -0.28180 -0.22158 0.10964 0.37463 -0.26852 -0.26852 -0.27152 -0.26625 -0.58441 -0.272 -0.272 -0.280 -0.280 0.297 0.297 -0.266 -0.584 -0.573 0.671 0.671 0.288 0.288 0.000 0.000 0.805 0.805 -0.233 -0.233 0.374 0.374 0.664 -0.300 0.324 0.324 0.766 1.047 -0.215 -0.215 -0.226 -0.226 0.000 0.000 0.139 0.139 0.375 0.375 -0.269 -0.269 0.000 0.000 -0.272 -0.272 -0.280 -0.280 0.297 0.297 -0.266 -0.584 -0.573 0.671 0.671 0.288 0.288 0.000 0.000 0.805 0.805 -0.233 -0.233 0.374 0.374 0.664 -0.300 0.324 0.324 0.766 1.047 -0.215 -0.215 -0.226 -0.226 0.000 0.000 0.139 0.139 0.375 0.375 -0.269 -0.269 0.000 0.000 9.294189 12.490371 8.741385 10.603448 8.172952 9.782007 3.778492 3.422341 9.280297 3.363451 14.056176 9.390971 10.765398 11.511831 7.132474 7.697353 10.161113 5.492734 10.197396 10.922829 8.155700 8.135315 10.903993 6.973246 6.506410 12.435808 11.726309 10.1643519 10.1004175 -1.2216232 7.4858486 5.9583996 9.2773386 11.6536628 11.0198768 7.6271121 9.7514692 6.0913719 10.4023710 7.9806132 8.2235041 9.7355916 4.3330802 5.9879438 8.5182700 8.1708069 12.2649474 8.7180687 13.8714530 4.7543958 11.6808646 9.6717910 15.1465013 10.8794803 14.5912935 10.8266357 1.5858279 10.7162310 7.8256133 9.8486104 8.8817772 7.8256133 9.1729522 10.2688389 8.4187343 11.2658270 7.2501648 7.8606382 14.6781633 10.0782698 9.4482603 6.8008572 11.1387879 0.3634515 10.8439056 NA 12.5300335 10.7975310 9.9440246 9.9915937 10.7070078 5.4789298 4.6611339 9.3378665 8.7629079 4.3634515 11.6438303 3.4789330 13.6315553 12.5940729 8.5115048 7.9006706 10.0388209 3.4789330 2.8659584 9.3756110 6.8922319 10.5148913 10.2798290 12.3930843 10.4715407 10.1931747 0.7784609 10.5635331 9.5081101 9.0156994 10.5850390 8.9695486 4.2047511 10.1862883 3.6853796 7.5466738 8.8378338 3.7326816 10.6395763 10.3311586 NA 13.2033774 13.8309301 10.2291852 10.3084080 8.0097105 10.8954831 9.3311586 10.4870259 9.8469654 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 2 3 3 3 3 1 3 2 4 3 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 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.61521028 8.61876760 8.76709693 3.53720908 6.88298534 10.15232883 12.38757057 10.30281848 10.69483772 11.08217453 3.85913469 9.35383823 8.30245021 9.83336150 11.24859028 8.98842112 9.10368699 6.83080926 8.47972449 9.25298137 11.81710050 7.97230149 6.49656781 -1.63262893 NA 9.56818377 10.18426876 5.93713956 6.71601277 3.49656461 8.65615132 9.61817569 10.00888531 7.28912622 0.95225901 11.50971128 8.30979965 6.78091241 11.35898409 5.69820181 10.12842075 -0.63262893 8.39519093 10.56542315 3.45474180 11.59550254 10.52526357 7.40070784 NA 10.30142554 10.53673415 9.96572845 8.00572110 5.02549839 1.82672135 9.95083799 8.56818377 10.59940614 1.53719665 7.33882907 9.31199710 5.01114226 10.08195991 8.34742471 3.61521617 11.34264946 11.16798282 9.53971251 11.21081360 9.48037601 16.69973254 -1.63262893 7.89476199 11.43404702 4.20017475 7.34169939 8.27417545 5.70713546 1.83846776 11.24437745 11.94282434 9.71490643 8.82978742 4.29802040 2.89085522 9.96859163 9.17705321 8.05553516 9.01474359 9.55649188 10.73032467 6.97831005 14.74639265 2.17463012 -1.63262893 4.89084549 10.56971503 7.68469743 9.40001954 11.01856109 1.95225901 -1.63262893 8.61995069 8.42392267 10.36639019 7.40894448 11.63816436 9.09265145 NA 3.32148079 -1.63262893 12.42417676 8.41985318 9.66477454 2.82672135 9.35738903 9.71213575 7.92570575 11.32927729 8.95880730 2.68920969 8.83896027 5.84301905 8.29506314 NA NA 8.39519093 9.42121088 10.36199212 8.48232879 9.11547782 9.21199096 10.23957514 0.95225901 9.97137499 7.05027966 10.06777247 4.12217572 9.99436291 2.68920969 NA 7.08838439 14.30035328 1.82672135 8.44142663 14.29737558 10.47809462 4.22526722 6.69371415 9.55154063 10.50267371 11.21140237 10.20254604 11.38874399 11.33487158 8.28316431 9.72208549 10.91634773 10.88372383 9.61808684 2.53722151 4.57673980 -1.63262893 NA 9.24839916 10.02236851 8.91417940 8.59970609 9.32247734 10.22020466 5.09520711 8.91128352 4.82671626 12.05968265 9.32002632 8.63524216 5.45474838 11.30778221 12.60023058 11.12238127 9.84757042 2.83650992 10.76469232 9.94376943 12.98021116 9.37571369 10.19780029 8.82942941 9.93761525 8.78091306 0.95225901 8.83794387 5.84301905 7.06077158 10.75503318 7.58136104 10.00344750 3.12217572 11.88150598 8.08496142 11.19442926 7.58403121 10.35277132 9.62702840 11.86874911 10.29395174 6.52715637 0.36725922 8.06945782 6.25602749 10.40928634 9.65268725 10.87661471 9.52904689 7.23764975 9.75098930 7.98199475 0.68920969 5.85913718 2.27417219 4.72483578 3.65269299 1.17466208 10.43438324 6.08838333 6.33882907 9.24380211 6.75517334 -0.04781556 10.57277288 10.67505515 11.15620730 11.16251306 8.81229991 9.09039140 5.82244719 10.33811004 10.71628978 10.74855767 10.11673552 11.85135271 6.39519136 8.60329920 NA 9.86064022 9.39449999 10.38130555 9.53783612 13.33667160 13.59535217 0.95225901 9.84858007 10.06425262 -0.63262893 4.57068150 7.97531836 -0.04781556 2.06774196 6.68921248 7.54967918 14.14620922 10.69792747 7.85110062 8.74666345 9.65210910 10.84301850 8.40070827 8.92975639 10.78645522 3.41168385 2.82672135 10.27717812 9.67562419 7.01833707 4.06772475 11.52810194 9.06164310 11.22992247 9.55834437 7.49398991 9.71877653 7.50427636 4.04112030 11.14289534 -0.0164290 -0.0164290 0.0070826 -0.0087792 0.5602800 0.0054882 0.4444300 -0.5221500 -0.0301310 -0.0370220 -0.0370220 -0.0370220 -0.0164290 -0.0164290 -0.0164290 0.0116790 -0.5786100 -0.5761500 0.0077783 0.0077783 0.0036390 -0.0087792 -0.0080244 -0.3686100 -0.1013200 -0.0134020 -0.5223600 -0.0096806 -0.5190600 -0.522 -0.522 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 0.533 0.533 0.000 0.000 0.000 0.000 0.076 0.444 0.000 0.000 0.000 0.000 -0.522 -0.522 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 0.533 0.533 0.000 0.000 0.000 0.000 0.076 0.444 0.000 0.000 0.000 0.000 9.323661 12.414579 11.466140 10.397262 8.565730 10.457398 2.826721 3.724836 8.312729 5.875080 12.762351 9.412888 9.894273 6.967904 7.588558 8.492698 9.779855 6.475810 10.059901 9.696521 7.812300 9.157454 10.161514 7.615212 7.039711 10.873097 11.979117 9.517667 9.996186 -1.632629 8.384093 7.544705 9.986588 12.905474 11.525895 8.437406 9.601504 7.088384 10.553090 7.501711 8.927618 9.857635 6.309800 3.981999 7.757454 8.929527 12.559038 8.899641 12.098816 7.265040 8.351703 10.634657 15.918175 11.128005 14.007502 10.880766 2.367287 11.268718 10.087529 10.583425 8.436064 8.635242 8.941879 10.244953 11.203533 11.970564 3.454742 6.925706 14.041041 11.453587 9.943297 8.961610 10.731967 NA 11.196215 -1.632629 12.915746 11.297083 10.300976 10.15232883 9.83336150 6.41167876 6.73797197 9.56634388 8.79669184 7.63874795 12.11042912 2.17463012 14.42063829 13.03262100 8.10030017 9.78725581 10.99618626 5.48622524 -0.04781556 8.72813208 7.13215627 9.44810267 9.67676140 12.11997932 12.44176108 10.19819639 0.95225901 10.44376670 8.50555673 9.07205326 10.78987553 9.30906634 3.68920969 10.34384916 7.86713106 9.21669009 8.91417940 3.32148079 10.75503318 11.37308504 NA 12.98773404 13.13479712 11.34116180 9.75098930 7.70267555 11.74909836 10.48037611 10.95377544 10.71319480 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 1 1 1 2 2 3 2 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 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 6 0 0 0 0 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9.6903064 3.1023390 6.8072132 2.1589186 8.9443144 9.6044174 10.0192956 6.5617737 3.6679375 9.8077664 9.2858278 3.3653706 9.6812801 4.7438865 11.4066698 0.0434845 8.5312879 11.5640663 0.0434845 10.2984762 9.6439801 8.0768706 NA 10.3713109 10.5183636 8.6170949 7.9179168 3.4584870 0.0434845 9.8275372 8.7427308 10.0349695 -0.5416180 5.6483101 9.2266694 1.2658569 9.7798497 10.0020004 4.7064145 12.1557905 10.5319574 9.9311760 11.7179342 10.3307753 16.1311108 NA 8.6495443 10.9687548 4.2658419 7.6005924 7.2463881 5.7438865 0.4584870 11.4235479 10.4429036 11.0889798 9.7241003 1.2658569 5.9260896 9.2778660 8.6593837 7.6800725 8.8182348 9.1991091 10.3000495 7.0207278 13.4295347 NA -1.5416180 3.8507994 10.6233921 8.1898043 9.1982658 10.4249906 2.2658269 NA 10.4471698 6.5565168 11.4444641 6.7758973 11.4745970 7.9096963 NA 2.6284003 NA 11.6452184 7.7781573 8.7758976 0.4584870 9.7176399 9.9189410 7.9879160 11.6033027 9.8936345 3.6284120 7.0015174 3.8847542 9.3921757 NA NA 7.7736344 10.5951559 9.0063438 9.1166967 9.6734114 9.4745971 10.2714647 NA 9.3086719 8.9024647 10.0010722 2.6284003 10.4239087 3.1589186 NA 7.3951228 13.4548704 3.1023390 6.9220099 11.5462794 8.0546749 3.5877730 6.0805362 11.6865523 11.5277671 9.8438083 10.9923016 12.0031550 10.7340277 8.6346582 6.8508032 9.1804388 10.5673363 8.9615756 4.7064145 -1.5416180 NA NA 9.0321323 8.1795842 9.4676139 7.5299474 9.1714163 10.9893792 3.6679375 9.1701522 5.7622664 12.6170160 10.2196209 9.4221039 4.2398486 11.8157623 11.9715959 11.0173841 8.3608602 3.2837588 9.7899620 10.2365623 11.1146865 8.7461975 11.0535095 9.3457057 9.5144454 8.9603223 2.7804151 2.4584870 5.5670099 8.0639645 10.9286356 11.5535162 8.8879547 2.9820535 12.0630384 9.7849147 12.2144159 9.3164662 10.1242652 10.1554526 11.7216076 10.1379653 7.4836247 NA 8.5124110 7.7322807 9.5130894 9.4221039 10.7469735 9.0648904 7.8160371 10.7196986 10.0231110 1.9179282 4.7252722 3.5877730 0.4584870 3.7064090 -1.5416180 11.0235872 6.3164662 5.8248086 9.8346106 5.2829994 NA 11.2062585 10.0791631 11.7248325 10.1005369 7.6433605 8.7587919 5.4820738 11.6156742 11.6876044 10.8884149 10.3870035 11.4208390 NA 7.3563305 -0.5416180 10.0311854 10.1885306 9.2007947 9.9746776 16.1133030 15.4103162 1.4584870 11.3993493 9.8187836 -0.5416180 3.5877730 7.9314804 1.0434145 NA 8.0034493 7.4697126 14.1120300 10.7482217 8.6532421 9.6164636 9.2316244 12.2400498 8.6005924 8.8330681 11.5384699 NA 2.4584870 9.3661270 9.3047590 8.1537136 8.7713680 11.8280825 9.4141351 10.4644605 9.5083338 8.2100294 10.6246483 7.6824869 5.0518376 8.7792857 0.00030049 0.02902000 0.00439330 0.01093400 0.00620020 0.01288600 0.00536610 -0.26135000 -0.05581100 -0.06455500 -0.06455500 -0.06455500 0.00030049 0.00030049 0.03716900 0.00453220 -0.49176000 -0.49176000 -0.49176000 -0.49176000 0.00439330 0.01093400 -0.48116000 0.00000000 -0.00627610 -0.00627610 -0.26135000 -0.02018500 -0.00281830 -0.261 -0.261 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.186 -0.186 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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9.4221039 9.3000496 10.2307997 10.0415680 11.7635494 2.2658269 4.6679375 13.4427318 10.9910846 8.1675692 8.6107702 8.7404153 NA 11.5168152 NA 12.7021055 11.8568200 11.3373024 11.092842 10.155453 6.151972 7.307108 8.743888 9.194041 4.982049 13.138506 -0.541618 13.264682 13.348132 8.350269 8.245228 10.166707 4.102339 0.458487 8.771368 8.165844 9.848117 9.476685 10.809700 10.955589 10.499460 1.043415 9.557175 8.517830 8.836780 11.256349 9.967270 2.706420 9.918941 4.316464 6.771368 9.467614 3.458487 10.928636 11.663209 NA 12.697935 12.683316 10.272667 10.719699 7.105943 11.146517 10.095563 10.850491 12.130815 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 3 3 1 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 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4.68667980 9.53954929 9.05501828 8.45112620 9.05680812 9.78983308 10.28582965 6.68667980 13.79235323 7.11552334 NA 6.00118973 10.77414256 8.06305581 8.70733911 11.03767557 -0.01377112 NA 9.90560001 8.00675693 11.20019474 7.75662837 11.43452841 8.48608603 NA 8.25770322 4.28392177 11.64027924 7.24362815 8.75992878 1.72320904 11.01621737 9.26701066 7.96923339 10.80588693 9.52733664 2.48874636 7.03063403 5.03063624 9.74723717 4.37856017 NA 8.57869686 9.18836383 10.40795421 8.58491291 10.31304400 9.64861176 9.93849590 1.86072448 9.93265901 7.23100032 9.64217610 4.35431110 10.14147992 4.04513713 0.98622888 8.76759985 14.10653189 5.16946006 10.01552726 12.16500859 9.26003554 4.61072959 6.76322166 11.83447172 11.06082750 10.03744894 11.18999581 11.62816080 11.02698633 8.38141706 8.61802350 8.18427583 11.10755763 9.39205505 5.53056084 3.98623798 NA NA 10.33754731 10.81278852 9.27702674 7.57120276 8.76592653 11.64920502 5.86888427 8.75882949 6.16282835 11.81345038 9.42918347 9.12408511 5.05948940 11.57104596 12.68834052 11.29590579 9.07723445 3.31870729 10.22344994 9.74335221 11.23594606 8.97870646 10.50456528 9.73443291 9.24048130 8.70391637 3.10171730 8.69359916 5.75000615 7.68667980 11.16966862 7.84525732 8.75300075 2.10171730 11.62723802 8.42086805 11.40918078 8.96065447 9.70676934 9.74112751 11.71401866 10.12877257 8.07723445 NA 8.25458696 7.59357040 10.35000975 8.49271285 10.69234455 8.68783510 7.95586608 9.93995145 9.60523726 1.20864211 9.25692455 2.20864211 1.20864211 6.16269545 0.72316534 11.10604577 4.64920731 6.31416720 10.52026400 6.55472851 -1.59858797 11.01299396 10.76978397 11.23218879 10.38248796 8.86582326 9.12912148 6.32852235 10.49271285 11.69575467 10.95394658 9.95969815 11.50095404 -0.59880645 8.20540864 NA 9.84990999 9.75442440 9.21586009 9.32014075 12.46871185 12.33782344 4.84421992 11.00652553 10.21425694 -1.59858797 4.68667980 8.85681020 -1.59858797 0.40130279 7.26546409 8.10690993 14.46839670 10.86532035 8.84629241 8.85351885 8.90808093 10.77848803 8.66571999 9.60793778 11.58258507 3.72320904 2.64920156 9.66102075 8.80535469 7.61316548 8.33201506 11.63264870 9.35401880 11.49486013 10.40495707 9.49601507 10.16324423 6.46736590 5.29609393 10.54911841 0.00097942 0.00097942 0.41514000 -0.05373700 1.32440000 0.38453000 0.04940700 0.04926500 0.00181180 0.00000000 0.00000000 0.00987580 0.00097942 0.00097942 -0.01462600 -0.00262350 -0.49216000 -0.74959000 -0.75808000 -0.75808000 0.41514000 -0.05373700 -0.39385000 -0.05549000 -0.39496000 -0.39496000 0.04926500 -0.26083000 -0.39340000 0.000 0.000 0.000 0.000 0.386 0.386 -0.243 -0.393 -0.396 0.374 0.374 0.000 0.000 -0.147 -0.147 0.320 0.320 0.000 0.000 0.397 0.397 0.000 0.289 0.379 0.000 -0.750 -0.334 0.000 0.000 0.482 0.482 -0.394 -0.394 0.385 0.385 0.000 0.000 -0.395 -0.395 0.000 0.000 0.000 0.000 0.000 0.000 0.386 0.386 -0.243 -0.393 -0.396 0.374 0.374 0.000 0.000 -0.147 -0.147 0.320 0.320 0.000 0.000 0.397 0.397 0.000 0.289 0.379 0.000 -0.750 -0.334 0.000 0.000 0.482 0.482 -0.394 -0.394 0.385 0.385 0.000 0.000 -0.395 -0.395 0.000 0.000 10.052329 12.275010 11.041748 10.033818 9.109499 12.528224 6.718690 5.221456 8.315513 5.087777 12.468039 9.009893 12.465936 11.511129 8.107203 8.544661 10.368504 6.066612 10.337915 12.263237 8.105181 8.725998 10.251441 7.412505 7.440196 12.000842 12.402158 10.4579152 9.6999128 0.4013028 7.9899922 7.7828207 10.0150670 10.6692346 11.7861961 7.6009499 10.1532399 7.7892950 9.8233422 7.5712028 9.2584810 10.0292673 5.8021570 4.4236454 8.6970464 9.3430587 12.8302265 9.0568081 13.3422334 6.6697964 11.2041977 10.7243322 15.9696567 11.7488989 14.3639928 11.4737451 0.4013028 10.4422521 10.7220781 11.1129445 9.5208671 9.1240851 9.5279821 9.9782341 11.1402142 11.5594122 8.2325850 6.1427443 14.4152090 11.0288114 9.7500056 7.0379016 9.9753979 NA 11.3817742 NA 12.5046473 11.5138669 10.8754904 10.69589823 9.60645981 6.62527926 6.76322166 9.38427111 9.34964482 6.70048550 12.38065892 2.48874636 12.70684055 13.51916406 8.54720958 8.23544849 10.53890913 4.63009672 NA 8.58862957 6.88911696 10.29457905 9.37200180 11.27106407 12.33229196 9.33275380 -0.01377112 10.10258400 8.33201506 8.84318429 10.94961780 9.78983308 1.98622888 9.99839890 10.93995145 9.42849229 9.27702674 2.86070462 11.16966862 11.24362785 -1.59858797 12.95670545 13.04214377 10.47106285 9.93995145 7.52281140 11.57869705 10.92385900 10.52873022 10.70689467 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 3 1 1 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.9452624 8.6129017 5.8200819 7.8368589 9.2749053 13.0026080 8.2459477 6.2848731 -1.5977144 NA 9.9311729 9.6159422 6.0675656 7.9644731 2.5721621 10.2512445 9.2176139 9.5231163 6.6596178 1.8616775 11.6008290 8.7837736 12.1018029 12.2016133 10.0072469 9.7772699 -1.5977144 8.4723513 11.0127940 4.0169420 11.2406466 9.7608818 8.5658801 NA 9.8940235 10.0576583 9.7925445 8.0604420 4.6310519 0.4021764 9.6766086 8.6513438 9.6495646 3.3091180 7.3000761 10.0343168 -1.5977144 10.0067837 8.3951686 3.1026749 13.8934639 11.8190280 9.1453820 10.7600574 9.2445808 15.8180218 NA 8.0150989 10.0693421 4.7241591 7.8718726 7.7707372 6.1436975 1.5478940 11.5495944 9.8555011 10.6713572 8.3314889 0.4021764 0.9871753 9.2664167 8.9577782 7.9257924 9.9476777 9.6376465 10.5221442 6.8980850 13.8718087 2.6501671 NA 3.7241591 10.4421777 7.9739832 9.8084354 11.2138059 4.3329657 1.8616775 10.3665714 7.6262325 11.0444604 6.1369399 11.3642227 8.4245984 NA 6.8860465 -0.5977144 10.9070494 7.0781871 9.4155531 6.9834314 10.1794858 7.3151197 7.6899428 10.9092818 9.3852242 1.4022310 8.0169403 5.0604409 9.7398523 -1.5977144 NA 7.9471951 9.1479047 10.1608702 8.6760262 11.5371381 9.0773055 9.5902012 2.4896971 9.7365037 11.1011522 10.5270433 3.7370810 10.1757818 3.7241591 -0.5977144 7.4411498 13.6202260 4.5107531 12.4455996 13.1734620 8.9806032 5.0746553 7.3061127 11.4387476 11.4399490 9.9399343 10.9314170 11.5714180 10.5646218 8.3240716 10.1654428 7.3593323 10.6634439 9.5698869 1.9871753 5.0021444 -0.5977144 NA 10.0329527 11.1994867 9.8462100 7.6876325 8.2430397 9.5576812 2.7241482 8.4547985 4.9257906 11.3318587 10.2236058 9.3556995 5.5621020 11.8578146 12.3004540 11.0171703 8.3151197 2.0814419 9.5048623 10.1339738 11.1028869 8.8616620 11.5091205 9.2508534 9.8036434 6.8368583 2.4896971 9.6454045 6.8200832 7.5237642 11.0501386 7.8725031 7.7897958 1.4022310 11.4143312 8.3447451 11.9305625 9.5328010 9.6501580 9.5456138 11.5451352 9.7701911 6.9218671 -1.5977144 8.5671374 7.5002627 10.6391416 8.9238308 10.6459281 8.9890703 7.8900703 10.6777730 8.4301364 NA 4.3329657 2.6501671 4.9251639 3.6116799 0.7241264 11.7022970 4.7597843 5.3564256 10.4159021 6.8693471 -0.5977144 10.9829601 10.0415711 11.3359212 10.1720683 10.2043429 10.1297255 6.8754090 10.1901331 10.2582669 10.4592068 10.2059580 11.9769423 3.2602064 7.9946878 0.9871753 9.8274464 9.3491368 9.2192140 8.8052425 12.9132418 13.0352825 0.4021764 11.3855804 9.8263967 NA 5.4747637 8.9870144 1.2095781 -1.5977144 7.7309055 8.4602220 14.6075656 9.8895681 9.1868652 8.7934742 9.6690170 11.0617804 8.6795177 9.5440502 11.4880349 NA 4.4683226 9.5652512 8.7297832 7.0781871 4.9568187 11.6418290 10.3575171 11.1942073 9.0784169 9.7542739 9.5821395 7.0388554 4.6501557 9.7465264 -0.01835300 -0.01835300 0.01279500 0.01056400 0.55673000 0.00013863 0.00000000 -0.00138580 -0.12239000 -0.12239000 -0.12239000 -0.12312000 -0.01835300 -0.01835300 -0.01835300 -0.62755000 -0.57388000 -0.57388000 -0.57388000 -0.57388000 -0.57388000 0.01056400 -0.57654000 0.00000000 -0.58029000 -0.58029000 0.00708260 0.00374650 -0.57802000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.578 0.000 0.000 0.000 0.000 0.000 -0.443 -0.443 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 0.000 0.000 0.000 0.000 0.000 -0.580 -0.580 -0.122 -0.122 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.578 0.000 0.000 0.000 0.000 0.000 -0.443 -0.443 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 0.000 0.000 0.000 0.000 0.000 -0.580 -0.580 -0.122 -0.122 8.512061 11.951413 12.235318 10.129300 9.083469 12.293540 2.650167 2.650167 6.941002 5.869837 12.200601 8.268860 11.204949 11.105301 8.810730 8.191764 10.911511 5.284873 10.687344 10.265255 7.788093 9.245806 9.259177 6.650159 7.413458 11.155029 13.107107 10.125038 10.289070 NA 7.796693 7.896086 10.192986 10.579339 12.138844 7.484380 9.788093 8.138632 10.103104 7.209585 8.720773 9.293255 5.785935 5.157116 7.247721 9.020616 13.118032 9.112176 13.914662 7.657283 10.260989 9.907049 15.856449 12.061334 13.848797 11.296480 NA 10.484712 9.129300 12.070229 9.366571 9.355700 9.487703 9.710001 11.705726 11.402054 4.235122 5.759782 13.374245 11.450717 9.350598 8.002143 8.328526 -1.597714 11.525382 NA 12.662047 11.963397 11.187070 10.9003317 8.7117069 7.6454048 7.5028931 8.9129947 8.9654267 5.9179305 12.3059118 1.4022310 13.0211895 14.2870926 8.2461515 8.8212638 10.2795146 5.2602101 NA 9.2136051 6.4575122 9.5777800 9.5133662 11.0613345 12.6413069 9.1604536 -0.5977144 10.8105602 7.4078549 9.1844097 11.0544033 10.3248149 3.7241591 10.4242514 7.2255979 9.2406466 9.8462100 3.4466268 11.0501386 11.5903557 NA 12.6186732 12.1470643 10.6352509 10.6777730 7.4656252 10.5652511 10.5408223 11.1945409 10.7597110 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 1 1 1 1 2 3 2 3 NA NA 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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10.47317240 9.64904883 15.77849642 -0.90454812 8.89145929 10.77753635 4.45297095 7.68038203 7.67662003 5.13981326 1.85243837 11.25781087 9.42857499 10.76519044 8.72659658 2.09541812 2.09541812 8.87349671 8.45297177 7.57923522 10.19608188 8.99326506 10.50428004 7.25023777 13.62619165 0.68041438 -0.90454812 7.88005427 10.22212398 8.56506132 9.65479658 10.37212557 3.00230647 1.68036937 11.02504783 7.61111925 9.93718827 7.42633605 11.07948192 7.98720318 NA 2.68039188 -0.90454812 11.69044390 7.52587234 9.65670748 4.52168523 10.56912534 6.90920066 7.67284819 10.83604365 9.35162833 1.90276822 8.21695291 4.09541812 9.92989069 NA NA 7.83351188 8.88005427 10.69719034 8.56709476 11.29999070 8.92989069 10.19213473 -0.90454812 10.22984588 8.95650655 8.95495440 3.41735297 10.22083307 5.18288295 NA 9.34097233 13.97682035 1.68036937 6.90920066 12.04688642 7.36688257 3.18288295 6.68787673 11.25371367 11.66266268 9.96501339 11.44773890 12.38505667 10.45955426 8.48773715 8.13981378 11.01241859 10.74242818 8.98355401 3.00230647 1.09545188 -0.90454812 NA 8.53628880 10.81651875 9.45626672 7.92514256 9.49746168 12.69044388 6.52168366 9.30243398 4.45297095 11.74983185 10.40205094 9.22212398 5.73927566 11.80665635 12.19657456 10.46174177 7.95028818 4.02094661 9.98264013 10.08410427 10.50746009 9.31458800 11.93245609 9.64712776 8.43971538 8.42184898 3.00230647 8.40375854 6.76075587 9.38543837 11.42212991 8.84843578 7.96427270 1.90276822 11.38745356 9.65670748 11.87677929 8.96269824 9.76519044 10.34571804 12.44553002 9.08268370 4.68038062 -0.90454812 9.21306265 7.39920015 10.00606234 8.76253120 10.17682976 8.55894412 7.91240317 10.52116001 8.54456807 0.09545188 6.70275034 4.41734622 2.55485895 4.26534687 -0.90454812 11.12539694 6.69533270 5.71012866 9.73145498 6.02958319 NA 10.60222302 10.56098601 11.43860527 9.84193382 8.87841790 9.74197824 6.78065918 10.81438051 11.84424134 10.25718132 10.32303550 12.78301395 0.68041438 7.47045877 1.09545188 9.69347215 9.89955058 8.06696316 8.60519465 13.87293174 13.88337312 0.09545188 10.52482631 9.99099484 -0.90454812 3.61897861 9.72569583 NA NA 8.74287798 8.17223497 14.48860889 10.44859396 8.97959011 9.45297157 9.05831568 11.48961428 8.51748436 9.26865942 11.08658708 0.68041438 -0.90454812 8.66337558 9.64904883 8.02023215 4.22470403 11.54894744 10.54198597 11.36366915 10.10878409 7.42633605 10.11501035 8.33859333 5.17116679 8.43304164 0.0000000 0.0000000 -0.6382100 0.0167050 0.6505700 0.0090312 -0.6565000 -0.0011087 -0.1022400 -0.0638740 -0.0638740 -0.0638740 0.0000000 0.0000000 0.0000000 0.0059700 -0.6601200 -0.6454300 -0.6454300 -0.6454300 -0.6454300 0.0167050 0.0125160 -0.7007600 -0.0053992 -0.0053992 -0.0011087 0.0081959 -0.0049844 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.645 -0.645 0.000 0.000 0.649 0.649 0.000 0.000 0.000 0.000 -0.656 -0.656 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.645 -0.645 0.000 0.000 0.649 0.649 0.000 0.000 0.000 0.000 -0.656 -0.656 0.000 0.000 0.000 0.000 9.89793589 11.22534652 11.43108903 10.37270696 9.15746568 11.79238707 3.34335097 0.09545188 6.78890622 4.38081948 11.80040389 7.01993538 7.15070183 4.76444701 8.93353605 10.06911688 10.81266756 6.92830991 11.03316121 9.92672681 9.35986220 9.02187860 9.48872427 8.21954077 7.65000841 10.54766083 14.81921381 10.331434 10.699046 NA 9.512217 8.509047 10.800620 9.124707 11.607913 8.956507 9.381977 8.362206 8.933048 7.061204 7.691610 8.744676 5.139813 4.002306 8.558944 9.904384 13.667824 9.568110 13.297773 6.253778 8.894701 10.880463 15.163211 12.392909 14.170732 11.313074 1.095452 8.525872 10.300602 9.849472 9.052522 9.222124 9.748264 9.617020 10.521684 11.107695 3.182883 3.739276 14.045984 10.966170 8.891459 6.665275 9.540434 NA 12.099991 NA 12.313074 12.342009 11.307916 10.9235561 9.9108028 7.6423138 7.9811157 8.7482646 8.9155986 4.0954181 12.7629625 2.5548589 14.2912147 13.6493488 8.8096649 10.3334181 9.7845439 3.6189786 NA 8.7392757 7.0554213 8.7284148 10.2234139 10.4994967 11.3448293 10.2085106 0.6804144 10.1045483 7.5383628 9.0640863 12.0351824 10.7252315 2.2653469 9.6953324 10.1662114 8.7229533 9.4562667 3.4877307 11.4221299 11.3831320 NA 12.8644309 11.4302515 10.1808920 10.5211600 7.5711527 10.0784132 10.4557179 10.6168826 10.2741591 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 3 2 3 3 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.9171990 10.5484345 10.4605170 12.1997296 2.9164384 8.6393935 9.4428411 10.0096682 10.8178462 8.2350760 8.3758622 5.4342779 7.3877365 9.2867218 14.0234147 7.6759253 6.7968495 NA NA 9.9408150 9.8737966 5.0717069 7.1712449 3.2643563 9.1452495 9.4849050 9.1967796 5.1849190 3.4570032 11.2395879 8.4931726 11.5210682 11.0315927 3.8493188 11.4976313 0.4570164 8.0972442 10.7237857 1.4570164 11.4235046 10.1062553 7.8320387 NA 9.9726990 10.7906353 9.1311913 8.0077461 5.9327321 0.4570164 9.2851356 8.0531890 10.5351500 2.7789234 6.1984667 9.4184489 NA 10.2946271 10.6609588 2.9164384 11.4162368 10.7539154 8.9667742 10.5642162 10.3118675 16.5618538 1.4570164 8.5733431 9.8947512 4.0419613 7.0569119 8.0606257 3.4570032 -0.5430887 10.9731916 10.2522271 10.0344280 8.7834285 3.5444607 -0.5430887 9.9538529 8.9428285 8.4598140 9.1729612 9.9387986 10.7418232 6.3518173 14.0646762 4.7423997 -0.5430887 7.8101462 10.8140012 8.2051921 9.4442631 11.1210019 NA -0.5430887 6.8999429 7.8363774 10.6348173 8.3273640 10.5629076 8.6067461 NA 9.3381130 2.0419789 11.5914254 7.2514152 9.3758624 2.0419789 10.3728786 9.2432687 7.5862821 10.8503896 8.1080508 2.0419789 8.0643294 5.2898898 8.5681347 -0.5430887 NA 8.2611302 9.6118171 10.1053567 8.1187771 10.8806403 9.5230883 9.8385421 -0.5430887 9.6092840 10.1565716 9.9618677 2.0419789 9.7001732 2.2643563 NA 8.8895411 14.0421964 8.9746684 6.4456837 12.2737828 9.7879159 3.8493188 6.9246047 11.5007100 10.7567795 10.5122815 10.6029313 11.7060118 11.0182871 8.4738076 8.5041230 8.1008552 10.9741764 9.7117797 3.0419613 1.4570164 NA NA 9.9030485 10.7360293 8.6858179 8.0077461 10.2575108 10.1857699 2.4569901 8.8189429 9.6882202 12.8507918 10.3426955 7.7143870 5.1008557 11.8999426 13.2446977 11.4924856 9.2383589 2.1529946 10.3358164 9.6918166 11.9268953 8.6810008 10.5798271 9.2755812 8.9040824 9.2334323 1.4570164 8.0827079 6.8145517 5.9327321 11.5713922 11.3323607 9.8624171 2.4569901 11.3873668 7.7049266 10.8769593 8.6269242 9.9785995 9.5537143 11.2823555 10.2416339 8.4485211 -0.5430887 8.1883183 6.1849190 10.8952712 9.6092840 10.9575871 9.0363151 8.6640134 9.9428284 8.6492921 -0.5430887 4.4569967 2.2643563 2.2643563 1.7789234 NA 10.8178462 4.8832640 4.8493188 10.2218707 7.0192415 NA 11.1120826 10.6294267 10.8978683 10.5013933 8.6244171 8.3818116 5.9840060 10.3525744 10.2202114 10.6375299 9.6882202 11.0489889 -0.5430887 8.6393935 NA 9.7342866 10.1660830 9.3396423 9.4068258 12.8248234 12.5692757 2.0419789 12.5146525 10.0391411 4.3149792 2.6269297 9.6067463 0.4570164 3.7789234 6.4569999 7.6566715 13.7521941 9.8428615 7.0268543 8.2803662 9.9785995 10.7873558 8.4285427 9.3467464 10.9971272 NA 4.7423997 9.9123264 8.9785995 7.3457423 5.3638894 11.6209632 8.9883805 10.4414176 10.0587700 7.3024890 9.9133535 6.1574379 4.1008515 10.0881762 0.0195030 0.0195030 -0.6095000 0.0384890 0.0209330 0.0154950 0.1335000 0.0336900 -0.1432200 -0.1432200 -0.1432200 -0.1432200 0.0195030 0.0195030 0.0195030 -0.0035183 -0.6575200 -0.6095000 -0.6095000 -0.6095000 -0.6095000 0.0384890 -0.6550100 -0.1175700 -0.6598400 -0.6598400 -0.0380420 0.0161910 -0.6622600 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 9.439993 12.431234 14.310991 10.565524 8.241634 11.924095 7.700173 2.041979 7.948852 5.071707 11.840703 8.866920 10.980561 10.741632 8.285612 8.248162 10.300920 5.289890 10.601657 11.249383 7.714387 8.844694 9.776163 7.636908 6.555031 12.117218 12.404636 10.2914701 10.1729611 NA 8.1504861 7.1294242 10.1241107 11.4253059 11.4242254 7.7284620 10.0790510 6.9961582 9.8916273 7.3149801 7.5497562 9.5523961 5.5230883 4.6269238 7.1643579 8.9746684 13.7011399 9.1798066 12.6934618 7.3658718 10.6281759 10.4119224 15.5841874 11.5853157 12.8485113 10.3510589 0.4570164 11.2554709 7.2771777 11.6130822 8.7307948 7.7143870 9.3758624 10.3126463 10.6676705 11.2358976 1.7789234 6.3273640 13.8776186 11.2305504 9.4385665 6.5655241 10.3350501 NA 10.7974056 NA 12.5833810 11.2370836 10.7602091 10.5054860 10.0096682 6.6858182 7.6761680 9.3242778 8.1780981 7.4569991 11.9222951 0.4570164 13.0093080 13.3517222 8.0268548 8.2305340 10.4765899 4.8493188 NA 8.7096646 5.1574399 8.7096646 8.9942176 11.7208552 11.6858178 9.8035128 1.0419438 9.7447114 8.2930495 8.7424014 10.2819578 9.5203942 2.7789234 10.1035578 11.3525744 9.6281759 8.6858179 1.7789234 11.5713922 11.1993086 NA 12.7233465 12.0099083 10.5550312 9.9428284 7.7607798 10.4046361 10.0438389 11.5590273 9.6695929 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 1 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9.0544407 11.4919165 9.8391551 2.4921865 10.2255526 8.7035998 8.3990890 10.1032230 5.5796599 11.3370609 11.3794189 NA 12.7148724 12.3974348 10.2329909 10.3687152 7.6007225 11.2630273 10.9351418 9.8774136 10.4986254 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 1 1 1 1 2 3 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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11.5502302 9.1434365 6.0918310 6.6500407 NA 13.0198661 NA 12.7762351 12.1179642 12.2791642 10.0946688 7.4781864 8.0918315 7.1365698 10.1799626 9.3534453 4.9611278 13.2774227 4.7755721 13.6558160 12.8113687 9.3150352 9.9788041 9.7791039 5.5788814 NA 10.0427261 6.6109421 9.8894165 11.5050931 13.1216949 12.0719937 11.7090894 0.1031283 10.9277080 9.4273275 8.9024285 12.1243004 10.1692362 4.3510770 9.4986811 11.2895707 9.1461743 10.8688474 2.2730682 12.6816376 13.2585186 NA 12.7202700 11.5947495 9.8983750 10.7931449 6.7251985 11.0261030 10.4273275 5.9591372 10.5558978 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 1 1 1 1 1 2 1 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 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10.71540530 9.08065367 NA 0.42406213 3.77612505 8.55114415 10.99362823 5.29319021 5.12760439 10.70114728 11.95792497 9.68881294 9.38167359 12.25479515 2.08807374 11.28883649 7.61858886 10.51527051 10.31368325 7.44171087 8.56740512 7.52547931 10.70931201 8.94605502 11.47273795 8.47639749 6.74469797 NA -1.08191913 10.33863567 10.00627474 3.87234614 7.55114453 2.24007004 8.36109282 9.89828863 9.41699825 7.14696776 0.91815722 10.39792935 10.63453991 3.87234614 10.20065846 7.41000183 11.30697363 -1.08191913 7.78233517 11.17347277 2.72550123 10.05449945 10.54796104 7.16132339 0.50314517 9.98053933 10.87766934 8.76935158 7.54020090 7.71581034 NA 9.94674592 7.91250257 10.35694093 -0.08191913 5.95157148 9.00958456 1.50309427 9.12149700 9.45536750 5.78851345 11.65124920 10.89112887 10.04936299 11.35590120 10.72348996 16.54192346 NA 8.34231562 9.34964681 3.61859106 7.81296664 7.61511683 8.06280710 0.50314517 11.21018312 10.92166706 10.20123748 7.27570084 1.91815722 4.37758190 9.70523546 8.35277750 7.62205255 8.08054042 9.95500949 9.65792970 6.51060595 13.66240483 NA -1.08191913 4.08807374 11.17081451 7.00029865 8.54203048 11.31715995 1.50309427 NA 10.26355431 7.48039116 9.90122110 9.07675869 11.39261559 8.34231562 -1.08191913 1.50309427 NA 10.38116254 8.49368816 9.38473541 2.08807374 9.31902852 8.17789239 7.93216986 10.99963252 8.10302443 3.00561557 6.44953001 2.24007004 8.67136592 -1.08191913 NA 8.18259150 10.56020079 9.25688541 9.07170127 10.12760246 9.95843889 11.06376285 3.00561557 9.47081828 7.87234552 8.73513288 2.37756801 10.10797367 1.72552305 1.24007004 6.88969256 13.82588479 3.67303624 4.04743369 11.52940449 10.01420533 3.44170922 5.20354965 10.58037240 10.35642116 10.97241422 11.12088513 11.70929572 11.56042651 8.79159335 8.06025603 9.95500949 10.69786849 9.85780174 4.08807374 -1.08191913 NA NA 9.48895357 7.95432254 9.62291736 8.45924553 10.63446277 10.22478047 4.75104053 8.71418884 8.92236943 12.76089229 9.63325319 8.90683379 4.16607268 10.49557795 12.85395874 12.10457291 9.73606008 2.82696535 10.18727573 9.56830331 11.77321225 9.36109260 9.19543644 9.07549600 8.87379905 8.28228365 2.82503254 6.47273795 6.35277794 7.86651610 10.72106927 10.04182435 7.76605180 3.24007004 11.76422708 8.72550396 10.98894090 5.89542866 10.54111608 10.35538105 11.56987355 10.93251832 8.52547931 NA 9.87234537 7.07296756 9.51433888 9.42197475 11.02246283 9.34546202 7.06789573 10.34336507 7.78233517 2.82503254 7.56560784 -0.08191913 5.10797236 3.56201035 2.72550123 10.00892312 6.78233517 6.95706837 10.45274872 6.24906603 NA 11.60967454 10.78928429 11.20816795 10.90967096 6.23103297 8.16132289 5.78196290 10.76911723 10.44024016 11.52917391 10.09619147 11.18171177 NA 7.92377375 NA 10.20355136 7.34860158 9.89471319 10.36264642 13.98906667 14.94318050 1.24007004 11.82485185 10.02143697 0.91815722 4.20355356 6.13731703 -0.08191913 NA 6.25799874 6.74469797 14.12359875 9.03191730 7.29752710 9.83178653 9.32116123 11.93756608 7.14696776 8.70280020 11.19048727 1.50309427 -0.08191913 10.30077318 9.16013236 8.02667338 3.82504272 11.71276806 9.25911192 10.37860504 9.30092449 9.30831809 10.72831901 7.34441398 3.87234614 10.51387284 0.00013863 0.00013863 0.01600600 0.01117500 0.01070300 0.69073000 0.03256300 0.00624810 -0.09234500 -0.09234500 -0.09234500 -0.10509000 0.00013863 0.00013863 0.00013863 -0.00304750 -0.69387000 -0.69387000 -0.69387000 -0.69387000 -0.69387000 0.01117500 -0.71374000 -0.71977000 0.00124810 0.00124810 -0.70550000 0.00000000 -0.00774820 0.000 -0.705 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.727 0.000 0.000 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 0.691 0.691 -0.717 0.000 0.000 0.000 0.000 0.000 0.000 -0.705 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.727 0.000 0.000 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 0.691 0.691 -0.717 0.000 0.000 0.000 0.000 0.000 11.4986433 11.5148048 11.8227837 11.1822984 10.4044814 11.2159252 4.2756999 1.7255230 8.7652065 0.9181572 13.0783357 9.1786452 9.3837155 7.4377854 7.4312845 8.2535393 10.9574109 6.7319299 10.6642435 9.4495306 8.7900542 8.6256117 9.8121560 7.8606637 6.9460547 10.3227585 13.2524922 11.356161 9.888255 -1.081919 8.105501 6.659616 10.165483 11.099612 11.613377 9.686333 9.805370 7.122720 10.733933 6.284472 6.679700 9.330719 5.457309 7.016181 10.278447 9.295360 13.530730 8.944673 12.780883 4.934290 9.695404 11.504051 13.513348 10.992625 13.195001 10.652012 1.725523 10.078020 9.447580 9.539285 9.012227 8.906834 8.572785 10.479437 9.196599 11.362388 3.618591 4.984238 14.111890 10.618589 8.583485 7.010906 8.361093 2.503120 10.762855 NA 13.022174 11.159888 11.059298 10.7011473 10.5152705 4.7761303 6.3104674 9.2679833 9.1965987 7.8399898 13.3530255 1.7255230 14.5562173 11.6274483 8.7109393 7.0827037 10.3999485 2.7255012 0.5031452 10.2293298 9.4368023 9.7604994 9.4209809 12.2060058 10.6675995 11.5166669 0.5031452 8.4861053 9.1251634 8.3857546 10.5087361 9.1263834 1.2400700 10.3538194 6.1942742 6.1755366 9.6229174 5.8007912 10.7210693 10.8551550 NA 12.8474075 12.7318301 10.4009571 10.3433651 7.7383281 10.6663420 9.3979294 10.9603317 11.4628141 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 1 1 6 2 2 2 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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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0.02984156 9.98916016 9.92242548 5.15916495 8.00142621 1.83725704 7.94277194 9.60352973 9.87144695 6.92470088 0.02984156 10.41897607 8.72162626 2.35179791 10.32565153 3.48931172 10.75780309 NA 8.17962948 10.79433959 1.83725704 10.56515798 10.28136501 7.50561627 0.02984156 11.03789098 10.96097094 9.57658411 7.73032204 5.40492355 0.61485116 9.67644126 8.44562450 10.79930720 1.61485116 5.85006179 10.03480529 1.83725704 10.51218639 10.85762222 5.99566767 10.75552155 15.23447285 9.67554110 10.92923954 10.17962973 16.84862079 NA 8.16173958 10.71331588 4.23933694 7.18470082 8.36527304 5.52173548 2.19981366 11.25719771 11.57846374 9.88708609 9.89716130 2.48931172 4.70230846 9.88085079 8.04390330 8.40056995 9.06468161 9.62420729 10.72815317 6.34276628 14.32987759 0.02984156 0.02984156 5.36973169 10.76670729 7.59212510 8.77807549 10.68630748 3.93676984 -0.97001713 7.28254823 8.44984279 11.16037272 8.26828747 10.88085072 8.81778504 NA 6.68093473 0.61485116 12.47593202 8.02423600 9.53965766 NA 9.13709976 8.87066063 7.67373873 11.29461839 9.08245059 3.27780626 7.72685029 4.31528363 9.12131800 0.61485116 -0.97001713 8.42862649 9.99422345 9.67913874 8.23200641 10.54015226 9.58925976 10.39292228 -0.97001713 9.99060861 7.59973807 9.88323895 2.48931172 9.82348587 5.19980581 NA 7.48520944 13.67992459 3.11734596 11.02882556 13.41142556 9.70407482 4.93677455 6.92470088 11.35011906 10.44086387 10.59641239 10.18786101 11.68994535 10.88669714 7.78477028 8.25870123 9.71024216 10.82956895 9.05133458 5.59973733 2.19981366 0.02984156 NA 8.86277248 9.40709310 8.54163525 8.02423600 9.71076959 12.54175877 3.19981366 9.30017796 9.16173958 12.66230988 10.17071238 8.51772253 5.88786397 11.22217544 12.47075177 11.24784031 8.96627039 3.70344405 10.48982649 9.82997352 12.08787431 9.40383521 10.32679877 9.08333332 9.14492637 8.15658724 1.83725704 7.48931412 6.36973343 7.50966259 10.41034365 10.34188626 9.63533432 3.42220608 11.45378639 8.45194752 10.69566260 9.20105941 9.96283543 10.33137885 11.92791708 9.72598070 8.16173958 NA 7.90946591 6.69521855 10.24177084 9.21351789 10.95448358 9.36191922 7.48109385 9.11070019 8.16430911 2.35179791 6.49748782 2.02987689 2.19981366 5.38743492 1.02991221 10.76839716 6.58447100 5.99566767 10.51459976 5.14153906 0.02984156 11.50054146 10.43715032 10.79599733 11.07427669 9.20105941 8.34049551 6.52861195 10.36861897 11.57049500 11.16398798 10.05916989 11.50485597 2.61485116 8.33822160 NA 9.92923947 8.73032238 9.35181072 9.67193428 13.61607735 14.53807973 0.61485116 10.27840323 10.31007343 -0.97001713 2.83723685 9.02545188 NA -0.97001713 6.09597082 7.31065368 13.87586262 10.47075180 7.06330555 8.28018105 9.21227702 11.52923024 7.68809431 9.11617811 10.97093021 2.35179791 3.11734596 9.93225772 8.80631568 7.63721318 4.93677455 11.46242451 8.99566682 10.72902120 9.42616620 6.94874567 9.71550750 7.07973117 3.36688170 10.36247866 0.0020805 0.0020805 0.0020805 -0.0008316 0.0000000 0.0012481 0.0038156 -0.3524800 -0.0548250 -0.0548250 -0.0548250 -0.0548250 0.0020805 0.0020805 0.0020805 -0.0051227 -0.5892100 -0.5892100 -0.5892100 -0.5892100 0.0020805 -0.0008316 0.0024969 -0.0192430 -0.0780110 -0.0780110 -0.3524800 -0.0022168 -0.0730760 -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 10.458766 11.843263 10.917484 10.762050 8.834014 11.317018 4.521735 1.614851 7.887863 2.351798 12.438080 8.761999 9.543610 9.810463 8.005759 9.027062 11.286091 7.273057 10.379717 10.402748 8.707602 8.666489 10.085972 7.614845 7.164309 11.906400 13.356031 9.69166065 9.87458843 -0.97001713 8.71813280 6.91252532 9.96061987 10.75439642 10.83159092 8.90024734 9.58925976 7.05778816 9.63628783 7.03550735 5.64459178 9.58159077 5.98407889 6.44773457 7.68451861 9.67913874 13.71397371 8.63906137 12.52348791 7.62532675 8.95914098 12.48662202 15.74976603 11.01679123 13.19604569 10.29432517 1.61485116 11.19258860 10.75907850 10.52873178 8.01572447 8.51772253 8.90178797 10.42862628 9.07290996 11.48263605 2.19981366 7.12791490 14.05361747 11.41223644 9.19730075 8.93977577 9.95246695 0.02984156 11.03515629 NA 12.72238913 11.19573176 10.34672979 10.7595033 10.2215587 5.9840789 7.6482684 9.0494734 8.1847008 6.2872710 12.5362968 1.6148512 14.0263120 12.8194162 8.1488238 8.9345021 10.8520550 4.7023085 1.0299122 8.6880940 7.0851654 9.5147056 9.4540490 11.6549065 10.6473500 10.0770065 NA 9.6809344 8.1947894 9.0114498 11.0557143 9.3404953 1.8372570 10.0114499 5.8627737 8.9247003 8.5416353 5.5217355 10.4103436 11.4011147 0.6148512 12.9453886 12.6987676 10.9465085 9.1107002 7.7947544 11.2060557 10.6701276 10.8981226 10.3564750 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 2 5 2 1 6 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.64295479 10.27816449 10.19705853 6.15148340 3.16441623 9.28187997 5.90689060 NA NA 3.84891833 8.75474222 9.67278314 4.58588793 5.99369247 11.18182734 11.81483305 6.94952443 10.18599325 12.25226399 0.94200771 10.32249097 7.94015030 10.87596639 10.34184191 5.53697605 7.79377886 7.68574256 8.05750713 9.32573426 8.22897257 7.49858677 5.92692216 -0.64295479 -0.64295479 10.09262343 10.03786648 5.23971117 8.24581080 2.67899584 7.89816420 9.40282704 9.54503801 5.02949264 0.67897331 9.16763917 9.55857875 4.69691747 11.13637643 4.95698128 12.34637322 -0.64295479 7.76433487 11.63188236 0.94200771 8.98277630 9.38704475 8.04706555 NA 11.01157817 10.43649554 8.67108421 7.47860057 5.33434659 1.35704521 9.26094916 8.65398363 10.18441011 2.16443232 4.91165803 8.96532226 2.88062676 8.83077314 9.78699716 5.88062921 12.48996313 13.18995744 9.92169324 10.28150886 11.03103893 16.13466309 -1.64295479 8.40419127 10.58016414 4.74938409 7.90009938 8.16281124 6.51188545 1.77256135 11.29774810 10.40419138 10.40111994 11.90721295 2.60499644 4.46558926 9.41573564 9.42517393 7.99369191 9.91596645 10.13185452 10.50076949 7.29075798 13.63177317 NA -1.64295479 0.94200771 10.40861623 7.72557417 9.10021895 10.68910396 NA NA 9.81956968 6.41234967 9.96039239 11.29627930 10.37561542 7.68798448 NA 7.02949264 0.94200771 12.12752485 7.34575207 9.87178144 2.81649731 10.80182353 7.99731217 7.17405081 11.49437881 9.82569151 4.23971117 6.60024150 3.40146664 9.05837386 -1.64295479 NA 8.29223235 8.98003444 10.83229423 8.29370522 11.79975180 9.67165075 9.66369881 -0.05799229 10.26621052 7.33434749 7.91930969 3.94202649 10.42315657 4.16442427 1.16440014 -1.64295479 13.52421112 2.35707337 5.65168892 4.16442427 8.80930864 1.35704521 7.90973651 8.24733180 11.63260999 10.08200756 10.98869924 11.40677474 11.07452965 7.73210704 6.66995084 11.45756551 10.94343811 8.47239719 9.55120876 2.35707337 1.35704521 NA 10.11529067 10.92597361 10.15188938 7.10190111 10.31950436 7.15796734 8.70579548 10.68096663 10.92810897 11.81033806 9.24200102 9.41505913 7.77280941 12.30305985 12.70226473 10.74562290 9.01267873 3.80894101 10.15188938 10.11237226 12.09642613 9.07474384 10.37039012 8.64823821 9.05142540 10.14047500 4.21504951 9.30397363 8.33577800 9.07560028 11.81457658 8.23343082 6.84418351 4.64247054 10.84892052 9.20020344 11.56316604 10.17004685 9.98551295 10.76990188 11.80789205 9.60202588 8.43521811 NA 10.36163909 7.86287908 9.80827853 8.42046261 10.41270575 8.70911070 8.65512997 10.75901357 9.36479565 2.60499644 7.63086338 4.08499117 -0.64295479 3.11194940 -0.64295479 10.91333397 6.57138709 6.05055394 11.02590148 5.51289687 -1.64295479 11.14354125 10.35283454 11.18659198 10.28817431 7.98642402 10.35018980 6.24891239 10.91835537 10.90637083 10.95045857 9.88209873 12.08264671 1.81651779 7.00811932 0.94200771 10.49693854 8.77386482 8.83280079 9.23435162 12.72536926 14.28018596 1.52697021 12.16180349 10.31924049 -0.64295479 3.43217105 6.13842745 -0.64295479 NA 7.41505891 7.40691587 14.25833504 9.56046430 9.27742039 8.80930864 7.87079500 11.76672356 9.09431473 8.82973795 10.99663427 4.05751092 4.31126332 9.07987487 9.59487489 7.89039744 6.80001072 11.54209768 10.16522722 10.87079500 10.09600417 8.01170360 11.18698832 7.40699747 5.17481785 9.66084824 0.00000000 0.00000000 0.00108430 0.00083195 0.00013863 -0.00055444 -0.00304750 -0.00097017 0.00041593 0.00041593 0.00041593 0.00166420 0.00000000 0.00000000 0.00000000 -0.00013862 -0.00747200 -0.00232750 -0.00232750 -0.00232750 -0.00232750 0.00083195 0.00346870 0.00402430 -0.00581400 -0.00581400 -0.00097017 -0.00097017 -0.01697900 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.839119 11.779789 6.531993 10.529495 10.085838 7.144970 7.296646 1.816518 7.387735 -1.642955 13.054741 7.955120 5.125250 8.536454 8.675034 9.072171 12.417172 6.868820 11.011256 9.941090 9.107774 8.019505 9.237409 9.370390 7.439217 11.682232 13.664090 10.4298699 10.5128344 NA 9.2312805 7.5319935 10.1728510 10.2107669 11.7120055 9.3932411 9.8933146 8.6132760 9.7754472 5.9420288 5.3457512 8.8923428 8.9532571 4.8806317 8.4603551 9.0670129 14.3580357 8.9900625 12.7360396 7.3634497 13.7426265 10.3421978 16.0404665 12.3355992 13.2058371 11.1808327 1.9420453 10.1367867 11.4776293 10.9772872 9.2166023 9.4150591 9.2056904 10.2208666 7.7472363 11.5485878 3.1644162 5.9936925 14.0813801 11.0631317 10.1632143 6.5017257 9.4498246 0.3570452 11.8833221 NA 12.5912861 11.7523284 11.2029495 11.181827 10.875966 6.779132 8.699142 8.793779 9.208036 6.196271 13.411151 3.111949 14.244597 13.712556 8.408276 7.264589 9.796379 1.357045 2.263966 10.147823 7.325734 9.369692 9.982776 11.580466 8.966246 10.866100 NA 11.006099 9.297381 9.251885 12.409381 10.089235 2.357073 9.685742 2.164432 7.008119 10.151889 9.351421 11.814577 11.275185 -1.642955 13.296325 12.546892 10.053166 10.759014 7.802082 10.403168 9.066151 9.818393 11.404341 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 1 2 6 2 3 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 4 0 0 0 0 0 0 0 0 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 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 3.468013e-07 6.936026e-08 -1.1769029 10.8708445 9.9445725 7.4414246 7.8314675 9.6582999 7.9427843 NA 3.3603362 4.7537757 8.2721875 9.8516358 4.1084408 5.8783207 10.4336025 12.3359029 8.9144745 9.9835408 11.7770535 2.5234867 9.7140633 7.4117533 10.1421466 10.4637359 8.2721875 8.5912235 7.7293583 8.5762557 8.8810307 13.5042774 7.7353597 7.2783658 -1.1769029 NA 10.1055483 9.7389184 5.4377504 8.3088682 4.0324888 9.0542603 9.3288506 9.7779623 6.3699340 -0.1769029 11.0125547 9.2690883 7.9341744 10.5073493 6.0709667 11.1640018 -0.1769029 8.8145610 10.6653894 4.0324888 10.7374241 10.5543580 7.6271698 -1.1769029 10.0915810 10.4293748 9.6669600 7.3928944 7.6142019 1.4080053 9.6957139 8.6416212 10.6949442 -1.1769029 6.6368203 9.8850852 8.4432589 9.6182669 9.2834949 5.1084408 9.8030357 11.7721361 9.6408221 10.8205713 10.1095968 16.3273459 -1.1769029 8.5112893 9.5903958 3.5234741 7.4414246 8.0349271 8.4023551 1.1449600 11.0113187 11.0560594 11.6410219 8.9197542 5.2824695 5.7888240 9.6957139 8.4023551 8.2408915 8.3068546 9.7692142 10.2387808 6.3699340 14.2459579 1.1449600 -1.1769029 3.0709732 10.8300662 7.1038102 8.7178567 11.0361432 -0.1769029 2.8230360 9.2356088 7.7178567 10.3189190 10.3529575 11.3677620 8.6590893 -1.1769029 6.9315637 1.8230564 11.4501168 8.0804269 9.8124336 3.9523242 9.3038291 7.9315637 8.1449671 10.9526440 7.9289476 3.5779242 6.9625907 4.5234804 8.3347917 -1.1769029 NA 8.7626182 9.9367812 9.4285185 8.0446264 9.0780675 10.2191086 10.8650403 0.8230156 9.8633288 7.9157963 9.1948918 2.5234867 9.7815917 4.4079985 0.4079509 6.5978261 14.3091198 4.0324888 7.8173924 13.1721129 10.4740907 4.6559299 6.3148923 9.2555810 10.3607427 10.9390580 10.6860637 11.1261747 11.2995321 8.6716621 9.6479978 10.4482912 10.6821855 10.1070592 4.1805935 2.1449600 -1.1769029 NA 9.6802424 9.2377243 9.3208908 7.9954664 10.1308318 6.0128636 6.3544204 9.6630300 10.6376215 12.2788799 9.7931448 8.3660708 5.1980776 10.7877409 13.6816514 11.4952434 9.6863503 2.8621736 10.7242830 9.5552065 12.3857584 9.6303940 9.7471092 8.6887724 9.1325154 10.0458339 0.8230156 6.9157957 8.2175017 7.4919236 10.3138899 5.5642349 7.4768515 3.2824695 11.7293660 8.5661903 10.8823834 8.5712320 10.0821938 9.7522973 11.9601903 10.1706604 8.5879106 -1.1769029 7.8756068 6.3852809 9.4659932 9.3158936 11.2332068 9.5130371 8.0177961 9.8653824 7.2618307 -0.1769029 6.9051884 1.9929497 8.6221261 2.7299225 2.7299225 10.3148921 5.4812505 6.8286633 10.4682471 6.4313304 NA 10.9419801 10.7786889 10.5585950 11.2175017 8.0177961 7.5959146 5.8753894 10.8715259 11.4839263 10.8038927 9.7873799 10.6704879 -1.1769029 7.9445727 0.4079509 9.9400327 8.9105018 9.8850852 10.2393088 13.4413098 13.9504692 5.0709646 11.0685917 10.3871885 0.4079509 4.1449682 7.2153563 -1.1769029 NA 6.0029477 7.0422077 13.3905198 10.3843318 7.3228845 9.3928946 9.4865971 12.0107004 7.9445727 8.9626158 10.3890931 3.7772303 3.4080053 10.4610223 9.2865633 7.5678732 8.9574654 11.4576232 9.2783663 11.0010813 9.4671386 9.6646034 10.4234166 7.0470410 4.1449682 10.7321820 -0.0554990 -0.0554990 0.0084743 -0.0393170 0.5501800 0.0011093 0.0088920 -0.0239390 -0.0162920 -0.0162920 -0.0162920 -0.0162920 -0.0554990 -0.0554990 -0.0554990 0.0105640 -0.5448200 -0.5448200 -0.5448200 -0.5387500 0.5471800 -0.0350400 -0.1256400 0.0055529 -0.0241140 -0.0241140 -0.0132640 -0.2851000 -0.0351760 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 10.686064 11.909341 11.203771 10.548405 9.233490 11.921729 5.346602 4.282469 8.719371 4.705679 13.699604 8.964763 12.703388 10.013191 7.545095 8.544138 12.069334 6.452396 10.670488 11.314141 8.641621 8.677861 10.424299 7.850945 7.017796 11.918271 12.387427 10.715961 10.046437 NA 8.059053 6.314892 9.981649 11.412690 11.186900 9.423881 9.748593 6.699556 10.484372 6.828663 8.202417 9.649587 6.144966 6.032493 9.291663 8.671662 13.467177 9.246155 12.175496 6.184018 11.560709 11.203771 15.980327 11.112482 14.120421 10.875607 1.144960 10.706064 9.004191 10.862301 8.957465 8.366071 8.234550 10.550109 10.323881 11.180591 4.972785 6.249303 14.470174 10.752297 9.874248 6.206743 10.484372 -1.176903 10.726544 NA 12.784579 11.064119 10.767751 10.4336025 10.1421466 5.3928944 5.9625907 9.3288506 9.5398585 7.0991637 12.5274733 2.8230360 14.1812781 12.5301824 8.4794638 8.7489938 10.4972313 4.2493012 0.4079509 9.7714063 8.3583145 9.7765080 9.3630120 12.4161967 11.4236489 10.7377979 2.2824695 10.1308090 8.1268196 8.5695534 10.0880679 8.6158293 2.9105024 10.0821938 7.2534920 7.9078473 9.3208908 3.9929678 10.3138899 10.5699731 NA 12.9248506 12.9991342 10.5994721 9.8653824 8.1359221 11.9353156 9.9542529 10.5963473 10.2384270 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 1 1 6 2 1 2 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.46815685 10.11751623 10.70394258 7.91050183 8.22700986 5.87397557 9.38866485 9.06227960 11.73386907 7.88778174 6.19590465 -0.41138729 -0.41138729 9.78271505 9.58434096 5.08042743 7.96143870 3.17354323 8.38136385 9.60468554 9.85594564 7.21793056 4.56585304 11.34158153 8.56011727 5.35675654 11.29873443 6.02320212 11.64266927 -0.41138729 8.00853395 11.11041956 3.67604169 11.14866774 10.04287302 7.70231608 0.17351125 10.42138469 10.70391983 9.13257222 7.35012503 5.17353523 -0.41138729 9.84772857 8.64114173 10.64351721 0.91050243 6.34346112 9.46815705 1.17351125 9.66805848 9.66739171 4.75850040 11.08431638 14.34799386 9.61440545 11.01142694 10.12384916 16.64090830 NA 8.13353835 10.17541357 4.58857673 7.13932009 7.59700221 6.91500334 0.67265163 11.23872800 10.66839183 10.55074679 9.50892655 1.75851639 2.75849507 9.75849873 8.68133084 7.85301631 8.68000923 9.80228548 10.28901345 7.13546818 14.08664382 NA -0.41138729 4.08042743 10.46930522 7.48339177 8.61094141 10.88089540 2.67604169 1.17351125 8.72812528 6.80774259 10.37215322 8.16977421 11.27091001 8.38623543 NA 4.31649334 -1.41157918 11.69480952 7.57156760 9.14412159 1.75851639 9.54494995 8.61509733 7.60816462 11.02632584 9.22247711 2.28900815 7.66538922 4.47121998 8.91275434 NA NA 8.14316277 9.89520506 10.27112951 8.66939143 9.95980594 9.92619561 10.47921803 0.58861271 10.15462776 8.31989291 9.33508816 3.17354323 10.11800431 5.40875261 NA 7.80531954 13.94299533 1.17351125 11.61941329 13.09822506 9.31052735 5.01483730 6.90598622 10.98115953 10.91416026 10.15652985 11.09239946 11.86700578 11.04595462 8.33676673 8.69840429 10.57370417 10.77592586 9.24811472 1.17351125 1.58856474 -1.41157918 NA 8.47274444 9.88089532 9.70491777 7.64926983 9.55567756 10.55760050 4.69709545 9.00748061 7.74339177 12.51773968 9.64588860 8.87397587 4.99796527 10.77344906 12.57023021 11.14436113 8.96143870 3.94365882 10.35012503 9.89178370 11.89263980 9.13739568 10.45701051 8.89783396 8.93951281 10.40595716 4.17353523 5.03151871 6.64385619 7.01902577 10.82099472 9.23911397 8.24807035 3.11213295 11.72860464 8.95161344 11.49396075 8.90145674 9.83353212 10.27638686 12.08617614 9.75033551 8.04595456 -0.41138729 8.28727835 7.32328359 9.88663626 9.06126452 10.65011705 9.03255327 7.54857534 10.08542758 8.38298968 1.91050243 6.93287024 2.67604169 2.17354323 3.91050243 1.58856474 10.66805857 6.40875261 5.67603604 10.95919577 5.42411925 0.17351125 11.13691404 10.56728418 11.00431550 10.68133093 9.07138164 8.97846308 5.90082093 10.80531963 11.64741107 10.83590789 9.90881021 11.45701051 1.58856474 7.57441566 0.17351125 9.92508039 8.77963302 9.30881795 9.56298839 14.56949428 13.61531331 2.17354323 11.38014365 10.37034325 2.91050243 6.04669404 7.88089547 NA NA 6.98945354 7.67338187 13.64935411 10.57904652 8.18662634 8.91837013 8.54712666 11.86774901 7.85770051 8.91177486 10.76131378 0.17351125 3.83649983 9.67802418 9.45275994 7.62199689 4.96361284 11.67852070 9.64791814 11.32095321 9.27682418 7.95707998 10.22927054 7.06835374 4.73567922 9.91724869 0.00062646 0.00062646 0.00180300 -0.00595220 0.60937000 -0.00719580 -0.00290910 0.00388540 0.00221930 0.00221930 0.00221930 0.00221930 0.00322760 0.00322760 0.00062646 -0.00650500 -0.63450000 -0.63450000 0.00124810 -0.62417000 0.00180300 -0.00595220 0.00000000 -0.00290910 0.00013863 0.00013863 -0.00277070 -0.00069303 0.00097064 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.5131989 11.6150972 12.5467639 10.6882503 9.7395903 10.9494208 4.5193092 0.5886127 7.3062504 3.2324305 13.0461470 9.0288407 6.9505174 9.4479533 8.1137224 8.5384004 11.5231861 7.7383206 10.5941983 10.6980780 8.8101609 8.7611137 9.8533155 7.8388724 7.1772880 11.1615108 13.1564704 10.459709 10.331304 NA 8.666725 7.545676 10.147473 10.405957 11.362949 9.515611 10.037206 7.654663 10.016934 7.250351 7.829365 9.028405 6.336767 6.031517 8.230625 8.697098 14.036851 9.085428 12.531455 6.376216 9.492456 12.395224 15.982584 11.710107 14.195528 10.770347 -1.411579 10.440323 11.152485 9.854189 8.992651 8.873976 8.850668 10.215652 10.457011 11.485663 5.434064 6.188486 14.412681 11.185695 9.715278 6.616480 8.996904 NA 11.307749 NA 12.930857 11.550378 10.801982 10.9494208 10.1175162 6.6760360 7.0723899 9.1013142 9.4175036 5.3699340 13.0972896 1.9105024 13.8297749 12.8044101 8.7204307 8.6452657 10.4285648 3.3959265 0.1735112 9.8797445 7.7178567 10.0232020 9.4772333 11.4833915 11.7018276 10.9955759 -0.4113873 10.3513710 8.6492698 8.8016780 11.2636487 9.6254342 2.0479920 10.1674181 4.3699340 8.5089266 9.7049178 5.7484451 10.8209947 10.9665976 -0.4113873 12.9855130 12.9829695 10.6720530 10.0854276 7.7178567 10.7414924 11.2423145 11.0081337 11.0950549 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 1 1 3 2 1 2 1 1 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 9.6962119 7.9040830 0.7239517 0.6688453 4.6781452 8.8021008 8.8913681 5.3533056 6.2861918 10.9659332 11.9672728 10.8027680 11.0517834 11.5686558 4.0093561 9.8454836 8.1290913 10.2426032 10.6115515 9.2017083 8.8926220 6.4381964 8.4209177 9.1986700 12.0331422 8.2606637 6.2785387 -1.2761357 -1.2761357 10.1596204 9.9653374 6.5631536 7.6635289 4.6065903 8.5803754 9.7246544 9.8615817 6.3238636 2.1833912 11.6197147 9.5473174 12.4781068 12.3168742 6.9187070 10.2737348 1.7239517 8.1205546 11.0607355 3.5819297 11.3331288 10.5631538 7.5248496 -1.2761357 10.3711701 10.2775745 8.3857283 8.0000744 6.1585774 0.7239517 10.0754414 8.5710074 10.3664530 3.9718746 7.0902723 9.2231382 5.4654162 10.1022449 8.4467574 5.3238636 10.7483833 12.3323204 9.7062306 11.0390996 9.6517280 15.7426067 NA 8.3404991 10.8982516 5.0815015 7.5473172 7.6926169 6.4174374 2.4266136 11.5290893 11.0422104 9.9266860 8.2494709 3.1162649 4.6781452 9.5377313 8.6020010 8.3696087 8.6708563 9.7974222 10.5717904 6.7295745 13.3997969 5.2631095 -1.2761357 3.8114094 10.3696085 7.8246126 8.9813378 10.6697596 2.8938670 -0.2761357 8.7532371 7.5409339 10.4344250 8.9907365 11.3512560 8.5134836 1.0458623 4.1502185 0.7239517 11.0951822 8.0070385 9.6825027 7.0815015 10.0621293 8.7940711 7.8711549 10.6532085 8.6825027 0.7239517 7.1915557 6.4855009 8.7281705 0.3089433 -1.2761357 8.4139482 9.5369294 10.1859410 8.3032661 11.1033284 9.5061292 10.4230887 3.6308364 9.9242356 8.7832946 9.6817776 4.6781452 10.2928562 4.1833833 -1.2761357 7.9599643 13.7228049 5.0815015 10.8574134 12.2023405 9.5441291 5.8007653 6.7012302 11.1264292 10.8308401 10.7295746 11.7673192 11.5682047 11.0484119 8.8480714 9.0548669 11.3512560 10.7299254 9.7748870 2.8114094 4.2785424 -1.2761357 NA 10.0000745 11.2227992 9.5881361 7.8609411 9.2595074 11.6344054 4.0815015 9.3839459 6.4104514 11.7737986 10.1285594 8.8441879 6.5943142 11.2589824 12.3083254 11.4877849 9.1237940 4.1823983 10.4792549 9.7428457 11.7549620 9.0254463 10.1328105 9.3767950 9.5966249 9.4578128 3.3089142 8.5647280 7.8060991 8.0458781 11.1674117 10.1061742 8.0721251 3.3678044 11.2722904 8.5927725 11.4172192 8.4535707 9.9913220 9.9094449 11.8882285 9.8114129 7.2077660 NA 8.7477043 7.2746968 10.9263800 9.0604565 10.7645823 9.2168048 7.5216114 10.4738195 8.5741367 1.5313191 6.5756996 2.0458623 4.8736951 6.1666452 2.0458623 10.6861231 5.1333416 6.8272373 9.1173405 6.5954246 -0.2761357 11.2706034 10.4817568 11.0464416 10.9239291 9.2861925 9.4859084 6.1892711 10.3718581 10.4821733 10.9739523 10.0430576 11.8636613 2.4243847 8.1011605 0.7239517 10.2592254 9.0012376 9.4165655 9.6248168 13.0087019 14.2020245 -1.2761357 11.1828692 10.1168041 -0.2761357 4.1502185 8.7360998 1.5313191 NA 7.0638006 8.0726782 14.9764677 9.7601236 8.0047210 9.4165655 9.6172516 11.6879299 8.9309644 9.0924020 10.8831907 0.7239517 2.8114094 9.7893662 9.8850820 7.6126931 5.8532322 11.3662275 9.4896505 11.2411273 9.9671419 6.9431184 10.1910461 7.3386597 4.9718792 10.2421114 0.0047190 0.0047190 0.0206230 0.0084743 0.4650200 -0.0059867 0.0011093 -0.0060904 -0.0125760 -0.0188510 -0.0188510 0.0012481 -0.0124310 -0.0124310 0.0047190 0.0084743 -0.4912000 -0.4669600 -0.4669600 -0.4669600 -0.4669600 0.0084743 -0.4737400 0.0011093 -0.0077482 -0.0077482 -0.0060904 0.0041632 -0.4742700 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 9.137578 11.857734 11.815385 10.522422 8.868608 10.748743 3.045880 4.811415 7.771074 6.746318 12.532613 8.596856 9.817368 7.982752 8.109554 8.872427 10.966529 6.618767 10.810750 9.095727 8.301379 9.152195 9.740925 7.508585 7.448464 11.108194 12.455905 9.716888 10.366904 NA 8.848071 7.081502 9.977207 10.568263 11.306092 8.477167 9.697647 7.255332 10.025446 8.129091 7.482173 9.758749 9.094637 8.679600 8.231745 8.810086 13.147000 9.587362 12.545824 6.459946 10.850332 10.175676 14.752914 11.604490 13.489961 11.105763 2.531294 10.859980 9.894501 11.139692 9.455269 8.844188 9.102245 9.977207 11.811910 11.750992 6.531305 7.171034 13.602885 11.318275 10.346917 6.654688 9.480506 4.367804 11.170775 NA 12.836797 11.601794 10.815716 10.9659332 10.2426032 7.1792772 7.5216114 9.4995603 9.5272739 6.1751613 12.3861578 1.0458623 13.3276923 12.6046815 8.6708563 8.1685924 10.2923812 5.9431196 0.7239517 9.5425322 7.6954935 9.6947749 9.5536729 11.4723526 12.5620706 10.1725826 0.7239517 9.8913681 7.5819312 8.8901132 10.6620594 9.9563709 6.6664640 10.5256584 7.9551710 6.7295745 9.5881361 6.3533074 11.1674117 11.4913069 1.7239517 12.6095511 12.1627419 10.6046815 10.4738195 7.6126931 10.3985837 10.1648192 11.1352624 9.5176265 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 5 2 1 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.895622e-07 2.080808e-07 NA 10.7932739 10.3896316 8.6904073 8.2052439 10.0625257 7.8980953 1.1773438 1.7347855 3.2362324 8.1001698 10.3321560 5.7216570 5.8497641 11.2414069 12.6712767 9.4149461 10.0038864 11.8641301 -0.4075549 9.9422094 7.7597937 10.2532626 10.4113569 9.2656844 9.3126196 7.4871929 8.8175826 9.1669690 13.9196122 8.4010015 4.0518071 -1.4077463 NA 9.9007144 9.6408622 5.3605609 6.9232918 3.6367638 8.7008999 9.5341566 9.5646371 7.8042633 2.3997180 12.2953055 10.3134745 8.9576041 12.2250298 8.9255307 11.1939140 NA 8.9868381 11.1871665 4.4503535 12.3454876 10.1946102 7.8846968 1.1773438 10.3707647 10.4386453 8.6271742 7.9477263 6.2928149 -1.4077463 10.1036339 8.6340345 9.9493773 3.6798404 7.0681086 9.2067448 7.4409979 8.1021505 11.4286230 7.2253704 10.7687916 15.1557206 9.7666768 11.2775621 11.0225665 15.1445040 NA 8.9097878 8.3753736 4.2928186 7.8800880 7.2648010 8.7871320 1.9901925 11.1716913 10.3969098 10.1387875 7.7164964 2.1773438 5.5810589 9.3555876 9.4696595 8.2910800 8.9641520 9.5810601 10.1941462 7.0882307 13.0403625 1.3997180 -1.4077463 6.7722842 10.3430823 7.5867287 8.8115439 11.2676708 3.6367638 3.3472688 9.7478261 7.2470113 10.0895436 9.8271928 11.0615084 8.0228277 NA 7.3338423 2.0517897 10.2788758 7.4472436 9.7710402 6.3405676 10.8042636 7.7920478 8.0290868 10.5319545 8.8163770 3.8403021 7.8187873 5.8869963 9.0363550 NA NA 9.1913583 9.5007680 9.9889802 8.4550128 10.4464645 9.6851325 10.7868244 5.4252646 9.8771995 6.9052582 8.7446603 3.9143062 10.2744921 1.3997180 NA 7.0599804 13.7880167 5.7421221 8.6340345 10.4962572 8.9836190 6.4688928 5.9052594 10.3819090 10.8476990 9.3296226 11.1354071 11.5776089 11.0311672 9.0609993 10.2330722 11.0566658 10.4390410 9.1396746 5.2647991 2.6798291 -0.4075549 NA 10.1026450 9.1829624 10.1707481 7.6851321 10.1383871 11.7394212 4.9322266 8.9007144 6.7522468 12.0831009 9.6388173 9.2594869 6.1848317 11.0869810 12.3906446 11.3192321 8.9879095 4.1090178 10.1608065 9.8115439 11.1088141 9.4977622 9.2488002 9.6857928 9.5552713 7.2180846 3.9846896 6.9097875 7.4902211 8.3835384 11.7610474 9.6462876 7.0388378 3.2362324 11.2603739 8.6422239 11.3865881 8.2253704 9.7951114 10.3485146 11.5669692 10.3708632 7.7920478 -1.4077463 8.3505985 7.5895545 10.0604902 8.8042637 10.5123671 9.0507819 7.3965063 10.6761870 7.7822002 3.2362324 8.6476577 5.0518071 2.7623063 6.6202814 3.6367638 10.5930796 6.5112387 7.3168888 10.6696083 6.3682166 -1.4077463 11.0394585 10.2683324 11.3126196 10.3712738 8.9029882 8.4897974 6.5563114 11.1603314 12.1010367 10.9927211 9.9733774 11.4141493 1.9142966 7.9760795 -1.4077463 10.1820264 8.2594867 9.3074793 9.5231126 13.7908204 14.6349538 2.4992719 11.7224632 10.3823164 -0.4075549 6.2844679 8.1975027 0.1773438 -0.4075549 6.8961556 7.5867287 14.6778893 9.4213052 8.1507962 9.5082547 8.5725149 12.6902428 8.9521250 8.9846392 11.3215712 3.1159321 2.6798291 9.1517523 9.4013395 7.8823019 8.6299223 11.1674418 9.8538826 11.1610440 9.5647880 9.7242323 10.9806617 7.3338423 5.2875351 10.1208295 0.0740700 0.0740700 -0.1260700 -0.0086257 0.2450800 0.4286700 -0.0024046 0.0000000 0.0588870 0.0588870 0.0588870 0.0513000 0.0740700 0.0740700 0.0740700 -0.0018507 -0.1260700 -0.1260700 -0.1260700 -0.1260700 -0.1260700 -0.0086257 -0.0019892 -0.2014000 0.0035582 0.0035582 0.0000000 0.1065200 -0.0015736 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 10.570013 11.565535 8.471958 10.595190 10.951027 10.504516 5.914304 3.546573 7.729367 5.840302 14.257878 9.374579 10.523482 9.765746 8.192195 8.822396 10.646640 7.526066 10.899861 9.493242 8.579640 8.705492 9.914642 7.631294 7.228999 10.685132 13.060999 11.1904278 10.3831311 1.5923972 8.8766210 7.5348896 10.3827238 10.3489316 11.6954992 10.0635424 9.8163770 7.6285491 10.5824793 6.7969468 8.2910800 9.5119835 7.1237572 7.5610420 9.1237567 8.7722845 13.9121885 9.1149567 12.6469796 5.7112113 11.6076161 10.7757006 14.2779728 11.6463012 13.3397291 10.7929675 1.9142966 10.3049023 10.8751742 10.9814688 9.1622309 9.2594869 9.3786449 10.1740467 11.3896316 11.7915875 5.3338423 5.1922889 13.9360163 10.8760425 10.1806214 6.6367696 9.0670952 -0.4075549 11.1966969 NA 13.1009129 11.5282715 11.1083215 11.2414069 10.2532626 6.7969468 6.3539266 8.8091211 9.4773090 6.1080749 13.2353826 2.1773438 12.7907436 12.7490115 8.9717536 8.2803458 10.3334209 4.7623010 -0.4075549 10.5282770 9.0832261 9.7784895 9.8777139 11.7797274 12.5072276 11.8431178 1.5923972 9.4355113 7.6340341 9.2876037 11.0515507 9.7190797 3.1773438 10.7657402 7.5142162 8.3014592 10.1707481 6.9232918 11.7610474 11.1971602 NA 12.9948545 12.7461648 10.4362964 10.6761870 8.3422449 10.6959909 10.8562314 10.0983655 10.1932918 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 1 4 2 2 3 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 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5.20311108 7.87203765 2.89729852 8.58068896 9.79212230 9.83263325 6.72173356 1.53475887 11.11270274 9.60159253 4.39980683 11.59272621 6.85666207 11.32659504 NA 8.53151052 11.38335740 2.31234570 11.02085122 10.06667288 7.95860085 0.31231665 10.66062758 10.56573653 8.76903877 7.85408419 5.49556406 0.31231665 10.00117509 8.52666120 10.40113029 1.31231665 6.42086637 9.28170938 3.89730820 9.63276660 9.67428585 6.17032369 11.33234274 15.31417536 9.84567179 10.65737759 10.19549439 16.20399919 NA 8.17446285 9.90604442 4.65811435 7.90728848 7.85666269 7.24701605 1.72739772 11.45869856 10.60043907 10.24307935 9.07721362 1.89731788 1.89731788 9.73930554 8.60389632 8.17032319 8.95138118 9.77654736 10.64549740 7.08493166 13.59340271 1.04928225 -0.27264585 5.11969647 10.53352636 7.74697040 9.13252106 10.58224794 1.72739772 NA 9.02887576 7.79077464 11.04897225 8.71606423 10.59812957 8.08052656 NA 4.97530918 -1.27264585 11.77858847 7.89980703 9.55789482 4.91720259 10.07942291 8.23517417 7.83066731 11.44462757 9.68593227 2.97530001 6.46884720 3.93683578 8.97293213 -0.27264585 NA 8.39271540 9.75459442 10.35445734 8.41212819 10.84144720 9.99709069 10.78875071 1.31231665 10.19447555 8.66989416 8.57756629 3.58535919 9.92090496 4.70466174 -1.27264585 8.43818596 13.70559841 4.37123823 8.99182226 11.23814370 8.80285882 3.93683578 6.93195011 11.05661530 11.12318144 9.66989399 11.22223510 11.74280158 11.18270676 8.49225098 8.28771238 10.04139618 10.61307595 9.00564307 6.96099931 -1.27264585 -1.27264585 NA 8.85150076 10.07831869 9.65811685 7.88472673 10.08330313 14.16191004 5.37123474 9.81550530 9.52098279 12.39216013 9.97114863 9.23913211 5.57286845 11.58185840 12.35502742 11.11889164 8.82865919 2.87874496 10.12558886 9.97352633 11.22722544 8.96099931 10.35628073 9.35764657 9.43904648 10.37213711 1.04928225 4.56026863 6.82541168 8.31234207 11.46462687 11.95795395 8.27664461 3.85666705 11.58536055 9.02773214 11.17342892 8.84891302 10.12719153 10.34484702 11.96444008 9.72031780 7.11969647 NA 9.01739834 7.43818638 10.27908784 8.73300413 10.83971478 9.04026259 7.54755856 10.35308837 9.13358459 3.04929968 8.36581543 4.04930839 2.18681746 4.15364323 1.31231665 10.86405031 6.74974744 6.59774420 9.61078660 5.79109775 NA 11.17058214 10.35354484 11.21747829 10.13677046 9.01624558 9.23613501 6.82946017 11.09561315 12.27174031 11.09397499 10.07278485 11.32100408 -1.27264585 7.83851504 -1.27264585 9.58613759 8.67866422 8.46039487 9.80952860 14.30846241 15.50656025 2.18681746 11.77807849 10.17084117 NA 4.68157857 7.67866422 -0.27264585 -1.27264585 7.20715980 7.49225139 14.53968222 10.56974171 8.36762442 9.33193268 8.86437065 11.72843581 7.00815070 9.00137329 11.23021136 3.25094642 1.04928225 9.49721735 9.69099808 7.61916354 5.01278318 11.47683003 9.75459442 10.93683291 9.82935520 7.67282344 10.64176466 7.33840391 5.13405251 9.54035901 -0.00443120 -0.00443120 0.01978300 0.01964300 0.01501300 0.51333000 0.00957420 -0.00021285 -0.05967100 -0.05967100 -0.05967100 -0.05482500 -0.00443120 -0.00443120 -0.00443120 0.00000000 -0.50981000 -0.50981000 -0.50981000 -0.49819000 0.01978300 0.01964300 -0.50809000 -0.51135000 -0.00110870 -0.00110870 0.00132150 0.00722170 0.00285440 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.577176 11.476621 11.878079 10.563430 9.889141 11.156001 4.049308 2.727376 6.760802 5.067230 12.651543 8.723316 10.001758 9.228510 8.233548 9.076108 11.773651 7.495564 10.813848 10.032871 8.896052 8.605890 9.629136 7.828042 7.396265 11.294147 14.270532 10.1868111 10.4843528 -1.2726458 8.7745034 7.2192324 10.3207707 10.2051378 11.3446174 9.4006886 9.6888292 7.4033368 10.0871290 6.8041956 8.0334412 9.1282589 5.9368334 5.1703217 8.4586986 9.0805263 14.2799586 8.9621970 12.8919723 6.8695371 9.8527931 12.5719873 15.5845587 11.8110251 13.3701646 10.7010769 0.7273542 10.7901003 11.2331911 10.6804847 9.2282215 9.2391321 9.2548567 10.2524109 10.5058674 11.8598793 3.1868175 6.3784319 13.9061868 11.1783330 10.0162456 6.5602702 8.7060902 NA 11.4749432 NA 12.7190785 11.6790176 11.0824553 11.1591383 10.3005533 6.9657843 7.0980668 9.1929459 9.2636267 5.6815758 12.8677221 2.0493171 12.7975005 12.7385194 8.6801207 8.0448148 10.2533897 5.4955641 -0.2726458 9.3475994 7.9343938 9.7704069 9.4620891 11.3335534 11.5644161 11.1855298 1.7273977 10.2790878 8.1536442 8.9657843 10.6702606 9.8128520 3.3712382 10.3594659 6.0493084 7.1909042 9.6581168 5.2031111 11.4646269 11.0923349 NA 13.1182874 12.6407365 10.4046588 10.3530884 7.6312615 10.8115235 11.0994284 11.0522351 10.8849728 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 2 6 2 1 6 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 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9.2681485 8.8600304 10.2232394 1.7376435 4.5219050 9.1825657 3.6551686 9.8096918 9.0605633 6.4685752 11.1787081 11.9705875 9.5153456 10.0912706 11.3219699 16.3327940 NA 8.3556114 10.5556832 4.7174571 7.7426342 8.1394613 6.4745999 2.7011054 11.3944557 10.1507914 10.0028580 10.3313360 5.2401349 5.4865728 9.7488609 9.4587328 8.4442256 9.1704076 10.1460814 10.3726464 7.0147916 13.3950514 0.8896293 0.1526377 1.5676915 10.4625264 7.7225268 9.2585797 11.1133971 1.7376435 -1.4324546 9.5334929 8.1280412 9.8454319 10.7950238 10.6578211 7.6364869 NA 7.4745991 2.9600297 11.8239173 7.5983756 10.2016121 -0.4322599 10.8490592 8.0414144 7.7649253 11.5523051 9.8019274 3.6969953 6.8669166 4.4503535 9.1545485 0.1526377 NA 8.4131989 9.8391717 10.4579729 8.3259319 11.7635422 9.9030990 9.8114778 -0.4322599 9.7917104 8.0106523 8.4195827 3.2681499 10.3576498 4.0912682 -1.4324546 4.6969898 13.4266610 4.0595629 8.4334419 9.6564969 9.1375642 2.7376435 7.8646251 8.6969915 11.4192625 10.3738555 11.5065531 11.3746872 11.1167713 8.2750676 6.4564513 10.6673852 10.5255362 8.4000926 8.3474278 1.1527026 1.1527026 NA 9.8680612 11.5743854 10.0028580 7.3686086 10.2057327 12.1125524 8.2611956 10.4303460 10.6073132 12.2502644 9.7199935 8.8286281 7.1970653 11.9604286 12.7336363 10.7679943 8.9318432 4.0228738 9.9627072 10.2703143 11.9176810 9.4526424 10.1526712 9.0745121 10.0291881 7.2577065 4.9600251 8.8930142 8.5204498 8.6257004 11.4625264 9.7594219 7.5426109 3.9252589 10.7566065 8.8646248 11.4253009 9.6458594 9.7789886 10.6277290 11.6563313 9.7686073 7.9855613 -1.4324546 10.3702250 8.0106523 9.9701879 8.5956148 10.7714390 8.8963836 8.8907634 11.0286764 8.8298036 2.9600297 7.6391714 1.7376435 1.3750672 5.5900750 0.5677401 10.8478995 5.9770990 6.2681480 10.4399987 6.6695271 2.6551686 11.3114912 10.5890357 10.9495219 10.9874056 9.3441416 10.1882814 6.3130136 11.0517763 11.4738477 10.9557260 9.9345772 11.7644645 4.1223000 7.8203743 0.8896293 10.2763615 8.7820278 8.9373061 9.1582956 12.8929438 14.6832197 0.5677401 11.7641571 10.2986033 -1.4324546 4.2514086 7.1715571 -0.4322599 NA 7.3125427 7.1970653 14.6313144 9.6952130 8.4730957 8.7612341 8.3342375 12.0459727 8.6525170 8.7336960 11.0517763 3.4256876 3.2115574 9.1460814 10.2823835 8.0250897 7.1824182 11.4025747 9.9131140 10.9648485 10.0535379 7.9120043 11.3202984 7.2189758 5.4174576 9.7275800 0.00211880 0.00211880 -0.00705760 -0.00482930 -0.00180140 0.00000000 0.00166420 0.00680440 -0.02520900 -0.02520900 -0.02520900 -0.02903800 0.00263570 0.00263570 0.00211880 -0.00871460 -0.00083160 -0.00083160 -0.00218070 -0.00218070 -0.00705760 -0.00055444 0.01223700 0.00300080 -0.62941000 -0.33237000 0.00282780 -0.00207840 0.00499690 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 11.635306 11.656166 7.907559 10.536735 9.957878 7.846158 6.617557 5.027141 7.712367 2.474592 13.019821 8.156835 11.395647 8.504229 8.257462 8.971786 11.846884 7.039384 10.807904 10.403364 8.999206 8.120877 9.362295 8.622991 7.562062 12.311491 12.697636 10.4214080 10.2690151 0.5677401 9.6351431 7.2750676 10.0250896 10.4419216 11.3960435 9.2348203 9.7667674 7.6551715 10.0419217 6.3225970 3.8531074 9.2750678 10.2388074 7.2819541 9.1117072 8.9908247 13.5655938 9.6617863 12.4710257 7.9128031 13.7798630 10.9944976 15.3246037 12.1912473 13.1472014 11.1404089 -0.4322599 10.0680526 11.2196573 10.8513758 9.1385132 8.8286281 9.3083327 10.3230135 7.2990276 11.4503517 1.8896293 5.9252613 13.8469482 11.1027410 10.1323346 5.7275802 11.0319992 1.3750672 11.4545484 NA 12.5025052 11.6464832 11.1724935 11.4901072 10.9960688 5.6229918 9.7269494 8.9373061 9.1731882 5.5219050 13.4992172 3.0912767 14.2268126 13.2955759 8.8025261 7.6980219 10.2419009 1.5676915 NA 9.8623294 8.0271402 9.5521271 9.9693242 11.4910361 8.2419007 10.8082019 0.1526377 10.9158836 8.5204498 9.4108446 12.1505563 9.8356658 0.8896293 9.9765691 5.5789357 7.6814507 10.0028580 8.3209255 11.4625264 10.8412129 1.4746177 13.1043201 12.5331322 10.3552032 11.0286764 7.8180069 10.5803332 9.3926673 7.8325268 11.3644297 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 1 3 NA NA 3 1 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 10.1303361 10.1053462 -1.1056285 -0.8069222 4.8250580 7.8999466 10.0927669 5.2518743 7.6691090 10.8430542 11.4117453 8.8629888 11.1814571 12.2055026 5.9277448 9.1098549 8.6805916 9.3588676 10.7129041 7.0389804 7.9249888 7.2737005 10.3315539 8.9166898 11.6995197 7.7739054 5.9387163 NA -0.1056285 10.2677309 9.9644428 4.7769672 7.5090315 3.9387186 8.7335259 9.2375076 11.0595430 4.9817842 0.8942939 9.8191344 9.7577338 7.8943218 10.0497726 7.1327269 11.1192280 2.2162376 8.7646865 11.7238465 1.2162376 9.6137107 9.5623205 8.4979484 1.8943327 10.4039287 10.4992180 8.5035006 7.5417804 5.1981012 2.8012208 9.5658629 8.7631446 10.4489108 0.8942939 6.9870787 9.4774047 1.4792823 9.9764709 8.3496492 3.9817887 11.5925578 13.8586628 9.4286248 10.5186604 9.9704695 15.9841344 NA 8.2139941 9.3383014 4.5947635 7.5127073 8.0466067 5.8250580 1.2504766 11.1549475 10.1663685 10.4618027 9.7024816 5.7523017 3.7522990 9.6583641 8.0313130 8.2823393 8.9387160 9.8485183 10.4242404 6.8601062 13.0424807 1.4792823 -1.1056285 2.7016821 10.5768777 6.8485178 9.3558015 10.6736309 0.4793341 5.7523017 9.7499691 8.1681175 10.0056206 8.7287930 11.1425460 8.1774101 NA 1.8943327 -0.1056285 11.9227460 7.8915012 10.0087150 5.6887371 8.8701699 8.5108710 7.6154214 10.9731398 9.2173766 2.9817796 7.5632070 4.2866372 8.3372655 1.8943327 NA 8.1958181 9.4536991 10.2774862 7.8886751 10.5250441 9.7623727 10.0210265 4.4489076 10.0119650 11.0579716 9.9400816 3.7016821 9.7200758 6.8485178 -1.1056285 7.2994636 13.8476999 3.8943230 4.8716022 11.0067614 8.3496492 3.1422500 7.3821623 10.8790964 10.9083424 9.0988930 11.7352965 12.8174070 10.6867055 9.0210263 9.0223162 9.6600225 10.4872461 9.0891650 2.9817796 4.2518705 NA NA 8.9949841 10.8543238 9.2072050 7.7861056 10.0334191 11.9060733 3.8012104 10.3331137 6.9764713 12.5298133 10.7421623 8.7662271 5.5090307 11.5882444 12.4172712 10.8038400 8.7343601 2.5947635 10.1710279 9.6230928 11.7014755 9.3153348 10.3424382 9.7081031 9.1339205 10.3470780 3.2162531 9.3771298 6.3941677 7.5596578 11.0491400 7.1467509 9.2801089 2.4792823 11.3776339 9.1001151 11.3450177 9.2823393 9.9610838 10.4579949 12.0843009 10.0370673 7.7982035 NA 9.5649781 6.9657843 9.6960303 9.1386857 10.7254906 8.8280127 7.0236047 10.2190650 7.8250593 0.8942939 6.3619280 3.2162531 4.6492073 4.0211332 -1.1056285 10.8950262 6.1981032 5.3205858 9.8723174 7.6606192 NA 10.8485183 10.3761214 10.9577170 11.5919411 7.8971369 9.1386857 5.2651818 10.1570040 11.0726755 10.5729221 10.4183738 11.9057239 1.8943327 7.8915012 1.2162376 9.7677660 9.1398746 9.1808796 9.9173831 14.2498107 14.4535496 -1.1056285 11.0497727 9.6492095 1.8943327 4.7272125 8.2018416 -1.1056285 NA 7.0541930 7.4792847 14.3501628 10.2263585 7.6492095 9.3961591 10.3578463 11.8944980 7.5596578 8.5658808 11.4117453 2.0642621 -0.1056285 9.2015226 9.7600552 6.9496038 5.9496050 11.4548936 9.5878088 10.8437839 9.6879252 9.7200758 10.6862987 7.2737005 3.5084413 10.2747830 0.00194180 0.00184760 0.00819590 0.00083195 0.60160000 -0.00346270 -0.00193990 0.00249690 0.00230360 0.00875280 0.00813710 0.00813710 0.00194180 0.00194180 0.00184760 -0.00705760 -0.61556000 -0.61556000 -0.61556000 -0.61556000 0.00819590 0.00083195 0.00402430 -0.00193990 -0.53926000 -0.53926000 0.00249690 -0.00180140 -0.03531600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.578 0.578 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.588 0.000 0.000 0.000 -0.616 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.527 -0.527 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.578 0.578 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.588 0.000 0.000 0.000 -0.616 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.527 -0.527 0.000 0.000 10.6042673 11.2882486 7.4295976 10.6162755 9.7374578 10.9907077 3.6492131 -0.1056285 8.2049345 1.7016821 12.7127044 8.7068524 8.4021167 9.2911622 8.3107182 8.7616008 11.4587096 5.8131860 9.9270564 11.0450212 8.8161629 9.1305036 9.2344723 7.5309462 6.1704459 11.4203320 14.3503875 10.3496491 10.3486212 -1.1056285 7.8368362 6.8773160 10.1434354 10.6822245 11.3071563 8.7569592 9.5117894 7.4174137 9.9916957 7.6658113 6.8773160 9.3434707 3.7016821 5.5808238 8.7445086 9.5999543 14.0796233 9.6567039 11.9173832 6.5740137 8.2628282 13.0323537 15.4982090 11.2745124 13.9715966 10.9962976 1.4792823 10.9817847 9.0754741 9.9236092 8.9604112 8.7662271 9.2207515 9.9744732 9.4021165 11.2914617 3.1422500 6.7523030 13.6990560 10.9560307 8.5182035 9.6993564 8.9125220 -0.1056285 11.4215545 NA 12.3616727 10.9529766 11.1192280 10.8430542 9.3588676 6.6887385 4.0642448 9.1599369 9.1458043 7.9550181 13.0271269 1.4792823 13.9801263 13.0416859 8.6102841 9.6073819 10.1207341 3.1422500 0.4793341 9.4334807 8.2952014 9.0093656 10.4300833 11.4181289 10.0242489 10.6188358 0.4793341 9.9916957 6.5525339 8.7129042 11.7612145 10.0982816 2.5947635 9.5426794 3.5947635 7.8514242 9.2072050 6.6756819 11.0491400 11.2611905 NA 12.6652955 12.4164130 10.6128548 10.2190650 7.2252393 11.1143979 10.5007272 11.5244957 11.0743212 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 1 1 5 2 2 3 2 1 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 1.005724e-06 3.814814e-07 -1.4767392 10.3311165 10.4492843 7.2063541 -1.4767392 10.1838007 6.6136834 -0.4767392 0.7773671 4.3813388 8.6318835 10.7581765 4.8452893 7.6318835 11.1188497 11.6640291 8.6731062 11.0417664 12.2581745 2.5233612 10.5509196 8.6227067 10.0750674 10.6442449 7.8430310 7.4804614 5.2782450 9.5629636 9.0071748 9.9884153 7.9779050 5.6832305 0.1083572 -0.4767392 10.1926871 9.6888942 4.6526414 7.6161165 3.9496283 8.7425277 9.4753723 10.6577854 8.1490678 3.6932862 10.8116484 11.4081020 2.1083237 10.5585018 5.3435393 11.3507018 NA 8.0988985 11.5324879 1.5233612 10.3153359 9.6455399 8.2665106 NA 10.1823336 10.4853332 8.9327501 7.8362423 6.2715527 0.1083572 9.7936544 8.2045976 10.3419413 0.5233612 6.6318842 8.9274364 2.2237932 10.3331272 10.0988984 5.8452868 10.9610748 16.7119769 9.7082345 10.6448926 11.0044017 15.9854459 NA 8.7107111 9.8191280 4.7131844 7.3047191 8.1563541 6.3562495 1.8452692 11.2395355 10.7165764 11.1078519 9.4399850 4.6108241 4.9663013 9.8390748 8.0051585 7.6001746 9.2840791 9.6800743 10.1926871 7.5345861 13.6010511 -1.4767392 -0.4767392 3.6526471 10.4006433 7.5759272 8.7045113 10.4952618 3.3813388 NA 11.0639715 6.9027369 10.7631396 6.8940465 10.6171068 7.8853029 NA 2.6932751 NA 12.2751123 8.0051585 9.4159019 3.0469275 9.7291523 7.5429498 7.0702541 11.5916336 10.0096913 2.6932751 7.6932841 3.6108182 8.8362420 2.3307018 NA 8.6718358 9.3507019 10.1708175 8.4302497 10.6075031 10.0157130 10.1412856 1.5233612 9.8351074 7.1120735 9.2273406 4.2146144 10.0182146 3.8087660 -1.4767392 7.9930006 13.4774645 2.3307018 9.7930702 13.5338435 8.8168307 2.9827837 6.8087609 11.3051286 11.1087911 8.9694084 11.1997570 11.4093814 10.8009371 9.3914099 7.6081676 8.7617640 10.5803355 8.7970730 1.8452692 2.4302585 0.1083572 NA 7.8587494 10.3022576 9.9501480 7.8609808 10.2191702 11.6011762 6.4302501 9.0331342 5.3813388 12.1873618 9.9574660 9.5120437 5.3307126 11.4117218 12.6116504 10.8729168 8.7857241 3.0469275 10.1116052 9.8682097 11.6320469 9.0625179 10.5998407 8.9338104 8.9401568 9.8447235 4.8452893 8.1708174 6.6526428 8.6147945 11.2834552 12.4499127 8.5059818 3.9827928 11.5682654 9.2072311 11.3489142 7.3210207 9.9914739 10.2534046 11.7539800 9.3944942 7.1343842 -1.4767392 9.3088116 7.3937242 9.1297642 8.9889255 10.7390771 8.6731062 7.6240212 10.4677051 7.7156518 1.5233612 9.7309836 5.1815717 0.5233612 4.5677523 0.5233612 10.8205620 6.5457275 6.8087609 10.4029423 5.6017767 -0.4767392 10.8102056 10.4706307 11.0793861 10.6108219 8.7328126 9.3966955 5.9081860 10.6879518 11.9713463 10.5453801 10.2580687 11.8855769 NA 7.2815823 -1.4767392 9.8219944 8.9391008 8.8842062 9.5799968 14.2485922 15.2374167 1.8452692 12.1112538 9.6481266 0.5233612 4.5233612 7.7279300 0.1083572 -1.4767392 7.9559009 7.1744104 15.4693744 10.7045300 8.6995322 9.6442449 9.0988982 11.8709805 8.6397032 8.8395613 11.2474466 1.8452692 3.8809108 9.4234712 9.8989416 6.9827906 5.1083195 11.2921637 9.8967680 11.0343704 9.4310009 9.4136233 10.7346390 7.2098598 4.7510245 9.8809111 0.00013863 0.00013863 0.00291330 -0.00443120 0.54101000 -0.00891910 -0.00415460 -0.00595220 -0.00035191 -0.00035191 -0.00035191 -0.00553750 0.00013863 0.00013863 -0.00503800 0.00360760 -0.57061000 -0.57061000 0.00083195 0.00083195 0.00083195 -0.00443120 -0.00304750 -0.00415460 -0.00058867 -0.00058867 -0.00604000 -0.00277070 -0.00121830 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.352289 11.384640 12.041028 10.100316 10.342341 11.696724 4.523361 1.330730 7.301436 2.610818 12.405716 8.354017 7.304719 7.618598 8.486530 9.044960 11.170818 7.642300 10.657464 7.752178 8.540168 8.393200 9.333818 8.176204 7.613471 10.545727 15.087211 10.472456 10.416281 -1.476739 8.793654 7.860981 10.380174 10.128839 11.863766 9.835675 9.396803 7.723032 9.958508 6.145410 8.256374 8.934870 6.100788 4.589446 8.994018 9.634495 14.572484 9.523359 12.404091 6.137848 8.771287 12.890569 16.477237 11.497774 13.526174 10.833404 2.108324 10.900027 11.280541 10.190027 9.010194 9.512044 9.107382 10.013709 10.207231 11.778091 2.610818 4.610824 13.587680 10.885303 8.989945 6.115816 9.056689 -1.476739 11.650225 NA 12.348914 11.727001 11.054497 11.1188497 10.0750674 5.6108211 6.4717256 9.1617950 9.1690175 6.7712861 13.0099993 2.3307018 14.1474406 12.1814590 8.3782277 9.0055117 9.8918656 5.9909639 0.5233612 9.5752477 8.7831024 9.4782824 9.9300955 11.1966681 11.2463800 10.9730236 1.8452692 10.8776085 8.3641368 8.7181160 11.3377413 10.1353060 3.3307161 9.4862550 7.8430310 8.5498824 9.9501480 5.2648254 11.2834552 11.2070117 NA 12.7917549 12.6363687 10.3664950 10.4677051 7.6705642 10.7088540 12.0297907 11.1115912 11.2493601 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 2 2 3 2 3 4 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 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 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 6 0 0 0 0 0 1.595286e-06 3.468013e-07 -0.6815385 11.0705132 10.5777055 7.6085698 8.1577547 9.0362272 11.2726489 NA 1.5845777 3.8421140 8.6826853 9.5593421 4.8421140 6.2727473 10.5286132 12.0966279 7.9442593 10.6611810 11.6322841 1.3185772 10.4335944 8.4270752 10.3778952 10.4638461 7.7194299 7.6359633 6.9980307 8.7342927 9.0549526 12.2839743 7.6303902 4.7108670 -0.6815385 NA 9.8430924 9.0241831 5.6223301 8.3157301 3.0189902 8.5806456 9.4283813 9.4568226 7.2900944 NA 10.8940900 9.7851371 9.9731868 10.7146203 6.9909764 11.4257678 NA 8.1577547 11.1605081 4.0734347 11.5392313 9.7563028 8.3241751 -0.6815385 10.0455182 10.6810919 9.0178281 7.5377193 6.7022544 0.9035011 9.4020301 8.7841172 10.7274112 1.9035011 5.5083748 9.7130134 7.4784218 9.0137791 9.1796377 5.3185518 11.6705500 10.5894300 9.5461668 10.6410423 10.7531790 15.2557636 -0.6815385 8.3241751 11.8983381 4.2254446 6.8884060 8.3873289 7.8615826 1.3185772 10.7810530 10.5629146 11.8547980 9.3157301 3.4884764 5.0999095 9.5581492 9.4296865 8.6404789 8.1514408 9.2194176 9.8988094 6.7779825 13.1951636 6.2610644 NA 3.3185482 10.0867351 7.4884756 8.3819456 10.4211826 0.9035011 NA 8.9221770 5.5664773 11.3320758 9.1145903 11.1214710 8.4165826 -0.6815385 9.0464711 4.2727473 10.8950351 7.0667436 10.0974492 2.4884636 10.9821089 7.9660093 7.4060136 11.4247865 10.0215891 2.9035204 8.0396500 4.3629467 9.8567397 6.0734389 NA 8.5133076 8.8673727 10.5096099 8.3765426 10.2821693 10.1749762 10.0692578 3.1258990 10.4504077 8.9295756 8.4934764 3.8421140 9.6914159 5.2011947 0.3185772 8.9016335 14.2163017 4.7108670 6.0050518 11.1534167 8.8921979 3.7779772 7.2314401 10.9861058 11.1699094 9.7000937 10.1718603 10.8174000 10.5794703 7.8884066 8.2900944 9.0834224 11.3252275 9.2452173 1.9035011 -0.6815385 NA NA 9.2800005 10.8406418 9.6438562 7.5034259 9.5612723 4.6761038 5.1259073 7.3683991 6.1514408 11.8733794 9.7500484 9.2359228 5.9767623 10.6062632 12.8996336 10.7749051 8.7841172 3.9035107 10.5527694 9.6004807 12.0013259 9.0883886 9.7952970 8.8043802 9.7353482 7.8959793 3.1258990 8.5641034 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11.193113 2.010135 10.203152 11.352601 10.080334 9.324618 9.786084 9.273611 9.933549 10.890258 11.804068 3.314986 5.544723 13.509580 11.371175 9.175928 6.562917 8.546553 1.244583 11.776956 NA 12.517113 11.685664 11.113268 11.1630157 10.1327340 7.3405240 7.9013822 8.9006670 9.1388111 5.1223455 13.4148258 1.9226546 13.9341827 12.9011139 8.6616082 9.1660061 10.2227380 5.2355548 NA 9.1877005 8.5010442 9.4637681 10.0314965 11.1907748 11.8592174 11.2051809 0.5076171 9.9550617 8.1777001 8.9732006 11.6256017 9.9387833 2.6775533 9.9286469 5.9887597 9.1217304 10.3264825 5.7744207 11.5332351 11.3752989 -2.0770410 12.6592849 12.4203987 10.5554396 10.4894392 7.6454790 10.6369170 10.8940354 10.6609412 11.3030541 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 3 3 1 3 1 2 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 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3.68038062 7.20143293 7.89450676 6.39407850 2.43159622 11.35704439 10.86108691 11.74582514 7.90380474 5.86941494 1.62147756 9.23374261 7.94641915 8.09722205 9.64107904 9.45015385 10.54382499 5.93134267 13.77107674 2.03653850 NA -0.96353183 10.30740519 7.39846923 8.34713854 10.97353178 -0.96353183 NA 8.71248298 7.39846923 10.78130086 8.65307471 11.60709317 8.58149022 -0.96353183 3.99071893 NA 11.57058555 7.34940863 9.05611663 4.49595733 10.12332554 10.25569439 7.64755053 10.81295894 8.88671261 1.35845253 8.41156522 4.03652971 9.56008784 1.03653850 NA 6.93739265 8.70008386 10.21954089 8.94791800 10.84629397 8.82931619 10.70141754 0.62152444 10.17863298 10.22758514 10.24292982 3.68038062 9.64015219 5.44591537 -0.96353183 8.03652586 13.88123164 3.42883918 11.52235520 13.51599039 9.32539204 3.28445491 7.06994915 11.70718211 11.19355696 10.75933338 10.27850905 11.51816642 11.13422883 6.90689060 9.01809305 11.38026678 10.97463521 10.15216782 5.14504971 -0.96353183 NA NA 10.21519067 8.36520085 8.00231041 7.77799300 9.36262944 8.37414790 4.84387835 9.39846966 6.10261404 11.00122774 10.52938048 8.80305489 3.73696199 11.19513557 12.09637730 11.24384530 9.38636003 0.05797007 10.37135782 9.82034269 12.18770101 8.66405967 10.40284814 10.08160287 7.92222223 10.61064627 1.35845253 8.64200547 5.32192809 8.22140103 9.39517701 5.39899673 8.15761877 2.20645569 11.89993785 9.11334159 11.40612325 7.94941529 10.21394540 10.11734336 11.72477619 10.52486812 6.99072233 NA 7.06994915 7.33114626 8.96874051 9.01237397 10.77864580 9.18118407 8.42238818 9.83661690 8.81295894 0.03646817 6.01380614 1.35845253 1.84386328 1.62147756 1.03653850 10.29744537 3.84388337 4.49595733 9.46593264 5.35755200 -0.96353183 10.62664501 10.41047849 11.28148429 9.83580757 8.84709745 9.17095231 5.80365069 10.14635649 10.52235515 9.89372942 9.28326642 10.72521329 NA 7.89761255 NA 9.70008403 10.24170817 9.33458839 9.04215046 13.60085403 14.51690587 9.00663184 9.26173342 10.06857166 NA 3.56009128 10.10784751 NA NA 7.89139427 7.27014579 13.49050380 10.17671658 8.71248298 8.92222223 9.15546692 11.09755951 7.90071227 9.29932549 11.08330885 1.35845253 1.03653850 10.44219926 8.91610906 7.34940863 5.08092196 11.75634249 10.12597636 11.23681146 9.91916888 8.90843105 10.85829989 7.65857782 4.50738873 9.21519079 0.031014 0.031014 0.066647 -0.747770 0.850080 0.776180 0.024548 0.000000 -0.191370 -0.191370 -0.191370 -0.208380 -0.786810 -0.786810 0.031014 -0.046854 -0.797030 -0.797030 -0.809400 -0.772790 -0.772790 -0.747770 -0.782420 0.024548 0.001803 0.001803 -0.559070 0.035383 0.015028 -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 8.851909 11.947169 11.424543 10.571315 8.216435 12.410750 2.495951 1.036538 7.075445 4.869417 11.092825 7.929038 13.698304 8.744023 8.584153 9.109328 12.215346 4.165807 10.458065 10.042150 9.054726 8.764497 10.003356 7.504132 7.186273 11.008069 13.512576 10.35337303 10.29803323 NA 9.04915044 7.81131303 10.59255290 10.74733234 12.00014451 6.55222642 9.73783242 8.06994862 9.73523056 6.99652772 6.19639656 9.13587368 4.03652971 2.62147756 7.12398893 9.38193115 12.72663300 8.53836317 13.61407272 6.96572542 9.24962998 11.60376898 16.52745508 10.86902035 13.52981845 11.30008854 NA 11.15156953 6.94341620 11.11634396 8.92374642 8.80305489 9.66952112 9.90457667 9.31845582 11.10630794 1.03653850 4.79141298 14.13464557 11.44936034 8.54233738 5.97903985 10.41644573 0.03646817 11.21207543 NA 12.77757146 11.61253303 11.00591243 9.9591103 9.8276887 7.1239889 8.4753176 8.6749616 8.3629555 6.8113130 12.0726978 -0.9635318 13.6756970 13.0307909 7.2939139 7.5873110 10.0726995 NA NA 7.4918531 5.6214893 9.6539933 9.2164350 10.6163132 10.0379341 8.4877372 -0.9635318 10.0337053 8.8293162 8.7334933 9.8804469 10.4421993 -0.9635318 10.5041314 9.8614846 6.2064518 8.0023104 2.4959509 9.3951770 11.3755408 NA 11.9691098 12.4913392 10.0044726 9.8366169 8.0781850 10.2102030 9.4648861 10.7032736 9.7740520 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 3 3 NA NA 3 5 3 2 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1.5556199 10.9511321 8.7230162 5.9985408 4.3629537 10.5945169 9.8565796 NA 3.1714791 5.0150292 8.0752342 8.6027219 NA 6.6641230 8.4863355 11.4131902 10.4166849 9.9723956 11.5221034 3.5565030 9.2403465 6.3757762 9.0732673 10.9054321 8.0752342 8.0191225 4.0150336 9.0272732 9.4654911 11.9755581 8.3003983 8.0908735 NA NA 10.1647767 10.6536301 6.5668258 8.1292454 3.1405660 8.0712977 9.3979484 9.5890209 5.2835181 NA 10.2586363 7.1703077 7.2629574 10.2818161 3.3629467 8.9671089 NA 7.7987718 10.1339706 3.8035267 11.0584297 10.7040746 7.4321151 NA 9.9153475 11.1352816 9.9745046 7.6054462 3.9479186 1.1405824 8.0150297 8.4714773 11.4572191 NA 6.4504162 10.7059800 2.1405496 11.0811188 NA 1.8775087 8.8093980 11.0835636 9.6575736 9.5696185 9.2525654 16.6746809 NA 7.2066501 8.9328085 3.5555953 7.5890211 9.1776498 3.7255230 3.3629467 11.2818161 12.5068827 9.9489884 10.3971623 5.1703097 2.3629467 10.5612225 7.1101868 9.0373973 8.3467610 10.3637577 10.1339706 6.3500145 15.1389158 -0.4443801 NA 3.2560445 11.3096503 5.7454229 9.8797785 10.6450484 -0.4443801 NA 7.9902260 8.6588859 9.6595152 5.8593782 11.4409130 10.1044199 NA 3.1405660 NA 11.2983285 9.3629529 10.3196402 1.1405824 8.6377472 7.6270603 7.5612223 11.0155418 7.3037908 2.8775283 7.8684812 3.3629467 6.2835181 -0.4443801 -0.4443801 8.5068828 10.8971168 10.0860043 8.0150297 10.2021566 9.9912683 10.7348850 NA 10.3797612 10.8519407 9.0673507 1.1405824 9.3221269 2.5555953 2.1405496 7.0394137 14.4276957 NA 7.9902260 14.6397835 12.6683632 3.8775283 7.6054462 8.2138095 9.9403817 10.9618029 9.6470333 9.7267246 12.0641356 7.6324136 7.6693401 9.1994542 11.1301915 10.2188181 -0.4443801 2.3629467 NA NA 9.7167298 11.3225409 7.8410001 9.0170773 9.6572586 7.8775259 3.8775283 9.3154861 7.3500136 12.3163179 10.4572192 7.2350779 4.0150336 10.5800451 13.3949002 11.6887402 10.7563311 3.5042009 11.6340824 10.0860043 14.1005624 8.5640268 9.8616597 8.7404733 9.6913073 12.0406725 NA 6.9306368 5.0150292 6.5442829 10.6660812 7.7255230 9.2427811 3.4624843 10.7583340 7.6430610 10.0272732 7.9522025 10.9235587 9.3385962 11.6105414 9.6874549 7.3757771 -0.4443801 7.5612223 2.8775283 10.9241044 9.3385962 11.9710334 9.7613912 6.9818629 8.8035254 6.0633929 NA 4.4624908 0.5556199 2.1405496 2.3629467 1.8775087 10.5242648 4.7255230 6.4382413 8.8082634 6.4750573 -0.4443801 11.9167193 10.2102340 11.3701804 11.6996188 7.9860508 5.7638816 6.0119115 9.2315551 9.7699172 11.6010164 8.7205049 10.5097943 3.2560445 9.3088148 NA 9.5737981 6.4624892 10.1582969 10.5457019 9.9219202 13.0189946 0.5556199 8.4654909 10.9511321 NA 4.8035267 5.7255230 1.8775087 NA 3.2560445 6.4259628 13.4586240 11.3046293 5.4382396 8.3435007 11.2741308 9.9349763 4.8410019 8.4654909 10.7674862 4.6848804 3.2560445 11.2079948 9.1813068 5.5555984 3.8035267 11.9344347 8.4351810 10.7820102 8.8707475 6.6216871 9.2936903 6.6216871 2.1405496 12.4004999 0.39529000 0.39529000 0.00638710 0.00291330 0.60196000 0.00000000 0.00194180 0.00305220 0.00124810 -0.00839220 -0.00839220 -0.01019100 0.00194180 0.00194180 0.39529000 -0.00415460 -0.60216000 -0.60216000 0.00638710 0.00638710 0.00638710 0.00291330 -0.00180140 0.00194180 -0.39575000 -0.39575000 0.00305220 -0.00054306 -0.59536000 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 9.039414 12.710574 13.604085 9.435181 4.877528 10.254303 5.765052 3.362947 9.712945 4.199452 11.920827 9.886963 8.195843 8.921702 6.829208 7.375777 10.867346 5.705345 9.660197 7.827061 7.817693 8.381860 11.139165 7.555598 6.674538 11.547120 11.379363 8.9607393 10.2138095 NA 7.1849547 5.6848804 8.6483551 13.0992340 9.7503548 7.8317221 8.6430607 5.7844176 10.2603662 6.4135789 7.2066501 9.6189931 6.3369582 5.3629537 8.0594240 7.8223847 12.9476470 9.4244206 13.1936944 5.9786716 10.0732674 9.9954288 16.4194938 9.6270603 13.8725865 10.2715599 1.8775087 11.9657843 7.3564977 9.8842730 8.1666226 7.2350779 7.6324136 10.7110487 7.6693401 9.9273746 6.5890204 6.9393018 13.9058452 11.3821465 9.0514529 8.7104159 10.4351812 0.5556199 10.1092272 0.5556199 12.7461943 10.6067661 9.5112478 8.4863355 9.0732673 1.1405824 5.8954480 10.5513651 8.1292454 7.6745390 10.2979074 3.4624843 14.5808241 11.6858467 8.4382409 8.5857959 11.7069317 4.3104855 NA 9.4182353 6.5213822 8.6951493 9.2747301 12.5737981 11.0237128 9.4275033 NA 9.7392333 8.6925890 7.9649889 10.7650513 8.0514531 3.0150336 9.3369577 1.8775087 7.5945172 7.8410001 2.5555953 10.6660812 9.6758359 -0.4443801 13.1798223 12.9611383 10.7104161 8.8035254 7.6054462 11.0000952 9.0353781 13.0716328 8.9818418 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 1 1 NA NA 2 1 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 11.2314532 4.7021865 NA 2.5974358 5.5635456 8.3192060 11.2985486 4.8473355 8.4521996 9.6826361 11.3342204 8.7542281 10.8691768 12.2142842 5.0399806 9.4033872 7.9588456 10.3475629 10.1388920 8.6814324 9.1812382 6.3043942 9.9951481 9.1778276 11.3660375 7.9785823 7.7029477 NA NA 10.4620474 10.2232045 5.2363816 7.0843768 2.7769462 8.1829405 9.7065026 10.8590973 6.3738831 NA 10.8755067 10.3215263 8.0210744 10.4557244 1.4550181 10.0916447 NA 8.2461829 10.5530522 2.2623730 11.3303855 10.6772113 7.1964871 NA 10.4068804 11.2320740 9.4806995 7.7124080 2.7769462 0.4550181 9.2099075 8.4690406 10.9408495 NA 8.4856872 8.7264832 3.7029456 10.8158672 8.3857576 5.0988743 9.3092496 11.6395856 9.4150221 9.8622879 10.8510897 15.8620887 NA 8.0916448 7.9902957 4.8125701 7.7404223 9.2380182 6.2363797 3.5941663 11.0591100 11.8216156 9.5477772 9.3945992 0.4550181 3.4550181 10.1675471 8.1692656 8.6473131 8.6862414 10.3931295 10.2355599 6.0988764 13.8417583 0.4550181 2.0399806 6.0697301 10.8125721 5.9144521 8.3468040 10.8943316 1.4550181 NA 9.2132433 8.1380147 10.2623750 7.1623792 10.1114449 8.4773879 NA 2.9144497 NA 10.9098335 8.8686482 10.1432704 4.2623730 8.6423723 8.8728728 6.7311439 10.6460793 7.5157164 4.2099056 7.1060719 3.7769462 7.9062310 3.3619087 -0.5449819 8.8791865 9.1060719 10.6299458 7.9628145 9.2281592 10.0277204 10.9523730 -0.5449819 10.6274476 9.1450181 8.3468040 1.4550181 9.3130011 7.6047674 -0.5449819 7.5264828 14.9048781 4.5424809 8.1167983 11.6516222 10.4121222 3.7029456 7.5424833 10.8739268 9.9776016 9.6324396 10.2942240 10.8573501 11.7138805 9.8823329 8.0952651 9.4479585 11.3257701 9.2311734 5.7948707 0.4550181 NA NA 8.8343984 9.7357909 8.5635445 8.8037482 10.9735700 9.3901851 5.5211104 10.7282329 5.4092178 12.2704034 10.1485071 7.7264832 4.6644715 10.7415779 12.7187294 11.3720192 10.1247911 2.1532541 11.0124838 9.4732203 12.8095450 8.8300594 9.6559187 9.4437049 9.4479585 9.8004253 -0.5449819 7.3437631 5.4550214 8.1203561 10.7696033 11.0264362 7.9703654 3.4550181 11.0930034 8.7792006 10.2736023 8.1203561 10.8886056 9.6946187 12.3662248 9.7253155 8.4408621 -0.5449819 9.0807291 5.2099095 9.8158673 8.5021440 11.3577306 9.1571928 7.3738831 9.6886399 5.6249460 0.4550181 6.3857572 1.7769462 3.2623730 3.7769462 NA 9.6361723 6.6546919 7.8343984 10.5341915 7.8360005 0.4550181 10.9292330 10.5028256 10.9337897 11.9198211 6.5103021 6.3857572 5.6627182 10.1345003 12.0514428 11.2198917 10.2910705 11.5920112 0.4550181 8.7993159 NA 9.6874411 8.1931123 9.6098382 10.2074008 11.9682542 14.3854341 4.0399806 10.5237984 10.1450181 -0.5449819 4.6249431 7.4773875 2.2623730 NA 4.9785801 7.0474773 14.2811217 10.7229772 5.9144521 9.7565163 9.7803255 10.6826361 7.8812847 8.6057066 10.5900881 2.2623730 1.4550181 9.6620344 9.0934561 7.0324491 3.8473355 11.1765466 9.2412896 10.5177409 9.3238427 8.0324491 11.1748367 6.9707202 3.1959460 11.3626619 -0.00249380 -0.00249380 0.01279500 0.00124810 0.14607000 -0.00013862 -0.00249380 -0.00664320 -0.01202400 -0.01202400 -0.01202400 -0.01615400 0.00083195 0.00083195 -0.00249380 -0.00124730 -0.63765000 -0.63765000 -0.63765000 -0.63765000 0.01279500 0.00124810 0.00166420 -0.00249380 0.00235810 0.00235810 -0.00664320 -0.00041585 -0.00775040 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.900035 11.589446 7.855899 10.268000 8.584303 10.979562 2.624943 2.624943 8.707473 4.098874 12.697152 9.771336 9.064199 9.405474 7.549784 7.938836 11.241290 7.698194 9.926695 9.824618 8.291070 7.754778 10.621767 7.735791 6.938836 11.450434 12.028904 9.7792006 10.0770719 -0.5449819 7.9428599 5.4550214 9.5817246 11.1610844 10.4200829 9.0586463 9.0512098 5.6838396 8.9327784 6.1692656 7.7542281 9.6374144 5.6644743 3.3619087 10.1123385 7.9021031 12.7738453 9.8015338 11.8095450 7.3686278 10.3059883 10.8295162 14.7928162 10.4599428 14.0185739 10.0852872 -0.5449819 11.7076856 9.4222465 9.4578352 8.2910703 7.7264832 8.7588008 10.0371621 9.6850406 11.0460702 0.4550181 6.3005100 15.4608203 9.8791864 9.0880154 6.9468735 9.2815687 0.4550181 10.9898093 NA 12.6269787 10.7472210 10.3028605 9.682636 10.347563 4.499412 4.361909 9.608572 9.051210 6.287910 12.148699 4.098874 13.248623 10.899000 8.781450 9.358360 9.553052 6.702947 1.039981 9.049345 9.115016 8.683839 10.083466 12.445479 11.043735 10.800980 1.776946 8.872873 7.009609 8.584303 10.993209 8.745039 2.455018 9.464849 9.622438 7.504869 8.563544 3.262373 10.769603 10.633062 NA 13.698120 12.429614 10.619299 9.688640 8.130977 10.908805 9.643609 12.917304 8.504624 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 NA NA 3 4 1 1 4 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2.02619807 10.40233047 8.64825690 7.60363376 9.44616523 11.09027415 6.98967946 0.02616265 6.56691407 6.31160665 7.64825690 9.12160215 1.02623349 8.32082582 9.27413258 11.48512429 10.28712456 9.16831209 11.16958827 4.54976773 8.79438955 7.79438922 10.24295090 10.08419677 7.34813325 6.29299151 6.68441622 6.53399933 8.73010870 13.89155171 7.62552256 8.61491961 NA NA 9.32082582 10.03743233 4.72664596 7.50193827 3.34813325 8.82710512 9.13472946 9.89502764 5.64091587 NA 9.14254899 7.54976696 7.86540913 8.79438955 NA 10.92026494 3.19613488 9.24779225 9.73873204 0.02616265 9.23809348 10.87247897 7.52605081 NA 10.23003017 10.93639803 8.76429738 8.02055832 1.02623349 3.02619807 9.31852677 8.74045067 10.97530223 0.02616265 5.19613095 9.98620698 10.20735738 10.11631745 6.92102328 4.27413491 9.96959906 6.90884773 9.10302075 10.40015769 10.81899536 16.73359117 0.02616265 6.95694296 3.02619807 4.34813325 7.91494835 8.96578428 6.72664460 4.64091587 10.30581564 11.21046059 10.99702998 6.88418640 2.02619807 1.61117238 10.25862598 9.32541318 9.12160215 8.40124433 10.89193837 9.53598003 5.95694180 14.38965544 7.70568491 0.02616265 2.02619807 11.00777233 6.88418640 8.23565862 11.74858572 NA 2.61117238 7.12423714 8.22096206 10.18154189 10.56633313 10.52006055 9.82224465 NA 11.06786421 1.02623349 9.26699637 8.79769459 10.64550803 2.34811908 8.28829996 7.92707214 7.05962783 11.17595218 7.94506804 4.67005851 6.69863105 5.58079371 7.46083347 1.61117238 NA 9.02902020 9.73701152 10.03743233 9.38155615 8.47328810 9.72143333 10.27650353 NA 10.65647224 10.71007690 8.91494835 3.19613488 9.72490977 4.88418762 2.61117238 8.46914849 13.39075015 0.02616265 4.19612701 9.90578832 12.05411106 0.02616265 8.83033615 11.16319617 10.03603373 11.06649482 10.22096194 10.29870654 11.88767974 8.20113099 10.14384822 7.82062064 11.00991124 10.90681410 2.61117238 6.50193907 NA NA 11.11433078 8.31160710 7.68441622 8.60740578 10.76132101 8.18607659 11.21911430 10.14903309 4.88418762 13.00955499 9.67905004 6.67006135 3.61117238 11.38814884 14.17880681 12.08318142 10.62704719 4.15713266 10.65920023 9.02902020 13.81573871 8.75071904 9.24295090 9.58653790 8.52605081 12.73593512 NA 6.87169459 6.11366716 5.85909492 12.59653517 11.65560724 6.26976067 7.88418579 9.67366348 8.53795762 9.72664477 8.43983296 10.76429730 9.32312121 10.95915794 9.74730431 9.25261718 2.61117238 7.79438922 4.54976773 10.15548805 9.05962810 11.72715190 10.16447682 9.01204707 9.26699637 6.74045000 NA 3.02619807 2.61117238 5.02620693 2.61117238 3.93309103 8.93309575 2.34811908 6.98040124 12.75221029 9.42328066 NA 11.84478723 10.12818074 10.56148042 12.36855759 6.43559526 4.34813325 5.41508258 9.58271104 10.59225912 11.51203440 9.21355725 9.37050106 NA 9.83838235 NA 9.85434153 7.94506804 10.28359286 9.63538384 9.83516932 11.46655519 10.18733698 7.60363376 9.94953260 NA 1.61117238 6.93309575 NA NA 4.27413491 7.98040124 12.03952775 11.41098884 5.48563613 8.50598538 11.14903309 10.56923692 5.11366716 8.75071904 10.30465455 7.37493340 3.19613488 11.26699643 8.49788017 6.79438987 11.49940345 10.90655385 9.45456519 9.97018500 9.18607635 6.29299151 10.06649476 6.72664460 3.02619807 12.62286073 -0.0014326 0.0076392 0.0200630 0.0244080 0.0090312 0.5128700 0.0115390 0.0000000 -0.0809400 -0.0809400 -0.0809400 -0.0809400 -0.0014326 -0.0014326 0.0076392 0.0026564 -0.5247100 -0.5247100 0.0200630 0.0200630 0.0200630 0.0244080 -0.5152700 0.0115390 -0.5197900 -0.5197900 0.0000000 -0.5104300 0.0073870 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 9.809203 11.810840 4.611166 10.699514 6.003485 12.056182 1.026233 8.439833 9.228329 4.833558 12.617727 9.841909 9.225877 10.908642 6.938975 6.383758 10.122920 6.003485 9.361595 11.446165 8.740451 8.410687 10.494381 7.329986 6.235658 12.213557 11.773978 9.733564 9.250207 NA 7.794389 4.781092 8.709200 12.642065 10.691541 8.352635 9.228329 6.092294 9.147739 8.561480 3.026198 10.012047 5.274131 7.175953 8.201131 7.134729 11.810840 9.399070 13.207513 8.054443 10.714455 10.410989 16.521857 10.712706 12.649172 10.300001 5.383756 11.367724 6.684416 11.128181 8.392527 6.670061 8.712705 10.779422 7.691541 9.953983 4.196127 9.495847 13.964286 10.121602 9.524057 7.245374 10.717949 NA 9.805924 NA 12.222192 10.161055 9.313917 9.27413258 10.24295090 4.19612701 9.97894636 9.18355202 8.83998635 9.05411099 11.00919865 2.61117238 12.59106906 12.70524525 9.87639186 6.99095032 10.78526102 3.02619807 2.02619807 9.17341006 5.64091587 9.45037143 8.53957721 11.69020785 10.27175772 9.89811038 NA 9.08960011 8.09229414 8.69154114 11.20113074 6.74045000 2.61117238 8.91190156 0.02616265 5.23565814 7.68441622 4.54976773 12.59653517 9.25982469 NA 12.53845171 13.28123364 9.97311127 9.26699637 9.07877313 10.58653790 9.06786428 12.82139042 7.62656398 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 1 NA NA 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 10.9196108 6.6255481 -1.1109159 0.9593250 6.0488160 8.9536863 10.1147535 3.1368640 9.4897858 9.6295677 11.3560397 9.6066201 11.5822128 12.4983533 7.5578290 9.2332395 9.0824690 10.0818529 10.3822988 7.3360271 7.0787678 7.4242192 8.6637306 8.9563779 10.2497908 8.4703701 6.1927248 -1.1109159 NA 10.6596075 10.5958713 6.5109951 7.9577219 2.7958293 8.3887897 9.6604331 10.4625908 4.6438331 0.8889283 9.1927243 9.0000792 5.7715872 8.8122710 1.2108875 9.5657822 -1.1109159 8.2940849 10.8818820 -0.1110717 8.9182309 9.9133908 7.7186664 NA 10.5237230 11.3448180 9.7430329 8.0000795 -0.1110717 0.4739427 8.8503935 8.2398830 10.7692925 -0.1110717 6.5471552 9.0348757 -1.1109159 10.9054038 5.7344332 5.0588706 10.3320684 13.3135036 9.9258041 10.0150028 10.3550201 15.3596978 NA 7.8048228 9.3677133 5.4281022 7.7867891 9.4616440 4.0983943 3.5322172 11.5806872 11.5771939 10.0072359 10.0329645 6.8255821 0.4739427 10.4823347 8.1835644 8.4663726 8.2855483 10.5806872 11.0965681 6.1273485 12.9428695 -0.1110717 -1.1109159 5.9764072 10.8740740 7.0026856 8.9278627 11.1330101 2.3483741 3.9764095 10.1020479 9.6270359 10.3211201 8.8358499 9.9730876 8.5201209 NA 3.2812680 NA 11.9545281 9.5219388 9.7202509 2.5893800 8.6031890 8.6768464 7.4739062 11.9182309 9.1639042 3.4125106 6.5255678 1.8889283 8.4888564 4.0588706 NA 8.7139023 9.6057630 10.6870104 8.3173036 11.2262868 10.0676085 9.8416849 0.8889283 10.4630641 10.5833015 8.8590496 2.5893800 8.9577219 5.6703022 -0.1110717 8.1881516 13.9800484 -1.1109159 7.8137562 13.4976027 9.7754024 2.2108564 8.1439724 10.1627392 10.1615734 9.9285481 9.9209893 11.3561620 11.5107666 9.0013831 4.9764049 11.0619961 11.2826023 9.1379031 4.0182247 NA 0.4739427 -0.1110717 8.5273797 11.1904399 7.8107843 8.8987722 10.7177148 13.2105195 5.1743465 10.2585409 5.7218347 11.2661542 10.4435325 7.6962985 6.3235718 10.9896060 12.4844343 11.9917395 9.7367762 3.9987190 10.5484937 9.4203251 12.6391272 8.7202508 8.9724230 9.2431930 9.1950052 10.5151089 0.4739427 7.2153728 4.8196835 7.9922314 10.5087052 11.0841036 8.3912187 1.6963055 10.8376759 9.0750579 10.3550201 8.8804654 10.8532845 10.2639831 11.9573861 9.8496697 8.4164205 0.8889283 8.1032626 5.6438302 8.8387703 8.9415116 11.0332482 9.5155652 8.2574501 9.6809205 6.9764060 -1.1109159 5.6031901 3.9333366 2.2108564 3.6438331 NA 10.0700958 6.4046443 7.2332400 10.3585855 5.8909719 NA 11.2153731 10.6168641 11.2726479 13.1766560 5.7837605 7.1321172 5.8070921 9.4720265 11.8715808 10.6104701 9.1309268 10.5467087 0.8889283 9.1297351 -0.1110717 9.5453684 8.1249577 9.5701821 10.5100797 12.1775214 14.4873451 0.8889283 9.4454497 10.3401548 NA 2.3483741 8.3401545 -0.1110717 3.1368640 5.1927228 6.6962985 15.3481511 10.7577816 6.7218333 9.7761642 9.9830214 10.4874614 8.3298129 8.8030746 10.6417424 3.8431397 1.4738908 10.4071050 9.5054924 6.8196810 5.4125072 11.3146841 9.0026859 10.6341978 9.9355084 6.7654605 10.4392094 7.4628180 4.5422890 10.8163512 0.0105640 0.0105640 0.0097276 -0.0056757 0.0077783 0.0000000 0.0255310 -0.1587300 -0.2068500 -0.2068500 -0.2068500 -0.2068500 -0.8431800 -0.8337300 -0.8462700 -0.0260300 -0.8512200 -0.8512200 -0.8512200 -0.8512200 0.0097276 -0.0056757 -0.8564700 -0.8576500 0.0231690 0.0231690 -0.1587300 -0.0045695 -0.8498200 -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 10.8489456 11.8655078 9.1892963 10.6792921 7.7531298 11.2868856 2.8889478 1.6963055 8.9576279 -0.1110717 11.4051361 8.8882955 4.0182247 1.6352436 7.9628440 8.1557300 10.0052876 7.1604070 10.3162565 8.3025718 7.8832970 7.8861233 9.8880275 8.3256553 7.0588684 11.4066130 13.1625207 9.5710603 10.1362778 NA 8.6620830 5.9764072 9.3877929 11.0573024 11.0291343 8.3787916 8.8358499 6.1081125 8.9550329 6.4814007 5.8431397 9.4635372 4.2812606 1.6963055 9.9147753 8.2265654 12.9889489 10.1165596 10.5937118 7.4234412 9.3757786 11.1053864 15.9985703 11.1062956 13.0998432 10.1858599 1.8889283 12.0968731 7.6637310 9.0713379 8.6388131 7.6962985 8.7438122 10.3646770 8.6049057 11.1838515 0.4739427 6.2639827 14.1809629 10.6853889 9.5045733 8.2086158 10.7886782 -0.1110717 10.5622527 0.4739427 12.3606189 10.8857631 10.5767567 9.6295677 10.0818529 4.4435337 6.5613689 8.7265717 9.1177623 8.2812610 12.1309059 3.4125106 15.2220640 12.0985493 8.4046435 7.9411586 9.0424958 4.7469254 -1.1109159 8.1463314 8.4435325 9.1081122 9.3697339 11.1448574 9.7234147 10.2398829 1.8889283 9.2780373 3.8431397 8.7091228 10.2978040 9.6031892 1.8889283 9.3360269 0.8889283 6.0983964 7.8107843 3.4739038 10.5087052 10.7367840 NA 12.3234416 12.8227265 9.8568903 9.6809205 6.9817008 11.3435000 9.1225632 12.3221261 9.3856476 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 1 1 NA NA 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 10.45338866 6.12835733 NA 0.23376538 5.26488168 8.11287889 11.05994785 6.28872952 8.14752549 10.82126058 11.71746669 10.03262531 11.23872119 12.14742341 4.69784053 10.52603692 9.37966558 10.51628576 10.41055968 7.70671979 8.32665823 6.84583124 9.96947761 8.77795192 9.70948313 7.87859048 5.92023374 -1.64205395 -0.64205395 10.62799489 9.94576921 5.15240654 7.05147869 3.40238111 7.79678332 9.61773486 10.71993542 7.32953535 3.67991917 10.30745357 9.55274843 8.60235555 10.20112755 3.11288359 11.57261431 -1.64205395 7.73736972 11.44826950 2.16533314 10.76525941 10.20112755 8.21441724 -0.05709145 10.54721083 10.75026080 8.93980427 8.02510301 6.83372502 -1.64205395 10.18533435 8.20348162 10.40852060 -0.05709145 6.34667683 9.10198460 4.75031172 10.28872895 9.47173373 6.59639701 11.19360784 12.29002181 10.06146273 11.13832633 10.72949610 14.49552318 NA 8.45206947 9.20817850 5.15240654 7.36642014 8.39965092 7.54781610 2.56198592 11.55889023 11.17036951 10.58380158 9.48598604 3.97270184 4.52791483 10.20544053 8.09608366 7.79053357 9.19246272 10.07352477 10.41157814 7.69561389 12.81402515 0.67996420 -1.64205395 5.35799178 10.64252658 7.47693248 8.97637710 10.59370671 2.05842041 -1.64205395 10.68834832 6.21597169 10.41440586 8.30489795 10.91210080 8.14262633 -1.64205395 0.67996420 NA 11.64079050 8.24825588 9.53478804 5.12617582 10.08973489 8.50646826 7.65719981 11.79248957 9.81485944 3.91258281 7.33527154 3.56744810 9.05582795 NA NA 8.41327419 9.50392370 10.53603395 8.61065725 10.63178721 9.98734830 10.06578218 0.94298360 10.11704759 10.13894140 9.06448761 3.78425269 9.92594766 6.11954294 -1.64205395 8.25280922 13.28549185 2.05842041 6.13935079 11.62477819 8.94013356 3.21597363 6.79678332 11.30781835 10.85209718 9.52791659 10.95557872 12.09209473 10.84934372 9.77320532 6.78425662 9.82915871 10.73845272 8.89339346 5.50773757 -0.05709145 -0.05709145 NA 9.09270139 9.62419249 9.77426143 7.83979083 10.20634078 14.89607445 4.73302888 9.05756399 6.36361615 12.06275989 10.04054741 9.04274036 6.43480668 11.33884528 11.86318291 11.19758912 9.14098975 4.25596142 9.99234896 9.65548117 11.37862438 8.90392130 10.18573129 9.05582795 9.04711600 9.97086012 3.71554199 8.48598584 6.46651619 8.90392130 10.53385298 11.96005368 8.31884781 3.84984918 11.52776009 9.19009059 11.73709922 9.83321838 10.42508978 10.50233120 11.75365965 9.59161136 7.33527154 -0.64205395 8.86677695 7.94857866 9.14834006 8.17497510 11.00230534 9.30050609 7.79470308 10.38139954 8.09945880 2.16533314 8.18771431 5.01620212 3.40238111 4.26488168 3.11288359 10.55244076 5.71554473 6.85783796 10.09650618 6.18033885 NA 11.18334799 10.68329713 11.16050799 11.22758550 9.08079914 8.78530435 6.18250559 10.68301600 12.85040819 10.37479998 9.86429930 12.76545858 NA 7.86974435 -0.64205395 10.01128457 8.42273422 8.84180742 9.67483878 13.16343324 15.03290111 2.05842041 11.32557817 9.69839821 NA 3.35978821 8.24063489 0.94298360 NA 7.55766434 7.34098501 13.64368283 10.12165628 8.62360682 9.50392370 9.51786305 11.85870908 8.72867903 9.15027762 11.10282548 1.52792108 2.60592096 9.16695591 9.40988031 7.95044858 4.81742372 11.34525565 10.18612811 10.84382097 9.88400181 8.89520990 10.35693455 7.05502859 5.27291526 9.77795175 0.0058139 0.0000000 0.0090312 -0.0051396 0.5157500 -0.0109390 -0.0076270 -0.0070745 -0.0022338 0.0097106 -0.0090779 -0.0090779 -0.4904000 0.0058139 0.0000000 0.0037295 -0.5166800 -0.5131100 -0.5131100 -0.5131100 -0.5131100 -0.0051396 -0.0038948 -0.0076270 -0.0026660 -0.0026660 -0.0070745 -0.0147950 0.0010924 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.854843 11.250534 12.423913 10.759405 10.614495 12.125452 4.357988 1.942946 8.203999 3.001856 12.808365 8.631286 7.739535 10.863937 8.396883 9.057564 11.338667 8.129481 10.666046 10.572614 8.561340 8.493226 9.539162 9.190882 6.869744 10.606809 13.431589 10.767913 10.395539 1.358002 8.553979 7.565006 9.863307 10.226814 11.591911 9.376887 9.968555 7.717742 9.738453 7.054959 6.429454 9.355171 5.767382 6.139351 9.870238 8.546580 13.211691 9.468475 10.292788 6.580979 7.142627 11.992576 14.742893 11.293525 13.296928 11.130719 1.679919 11.247115 9.544106 9.180562 8.895210 9.042740 9.313642 10.124521 10.004100 11.275921 3.750306 6.450749 13.641690 11.124935 9.267135 7.243688 9.457997 NA 11.084210 NA 12.464391 11.608127 10.858585 10.821261 10.516286 6.837772 8.046242 8.403751 9.393478 7.800935 13.510378 1.679919 14.575268 12.854034 8.360807 8.725942 9.808172 3.487281 4.312186 9.222178 9.424754 9.341698 9.692164 10.993256 10.924997 10.886690 1.165365 8.390037 8.403751 9.048863 11.649450 10.116215 1.679919 9.782683 2.881547 7.827634 9.774261 6.719935 10.533853 11.119751 NA 12.064164 12.034720 9.673707 10.381400 7.897150 9.850846 10.878365 10.740259 10.823892 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 3 NA NA 1 1 1 1 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 10.839330412 8.120140398 NA 1.992732182 5.292634528 8.443943086 9.988798848 6.156979014 8.970127466 10.586547467 12.212719399 9.778721105 10.557016272 11.758984802 5.274768566 10.057760413 8.629283391 10.489535309 10.283356026 9.363683605 9.243245878 7.601406819 9.420859423 8.987371180 13.593895464 8.643693156 7.018458366 -0.992804499 NA 10.224583460 10.061157439 5.466663008 7.433496144 4.255160791 8.595946304 9.581825175 10.337588231 7.984511312 4.255160791 11.558939818 10.089380563 13.164420579 11.846829058 7.862099850 10.341504813 NA 8.800021724 10.837746813 3.865216096 11.447581676 10.699847086 7.880675731 1.007267275 10.242599648 10.683285638 8.939446398 8.118366994 7.697229621 1.007267275 9.987371180 8.857418421 10.659180156 3.329166661 8.236050079 9.420859423 2.329152306 10.739823046 9.042030591 5.577087375 9.850720833 10.701154039 9.600622674 10.248618916 9.831394816 15.521514130 0.007195501 8.811362490 9.521945664 5.156979014 7.429296260 8.326903566 8.435591926 2.814591438 11.117714910 11.012154225 9.482965021 9.591254540 NA 4.051624421 10.063191741 8.563737777 8.728330748 8.326903566 10.752065394 10.548812181 6.990225389 13.460373571 2.814591438 0.007195501 5.984511882 10.581825081 6.714590349 8.775416043 10.900533108 1.329181016 NA 9.506080819 8.454376619 10.266103792 9.462558711 10.163946737 8.580878859 0.007195501 4.814586311 NA 12.091707800 8.548328341 10.052991288 5.775416701 9.566608741 7.967233753 7.811362490 11.002645426 8.482964820 2.329152306 6.522931423 4.961428857 8.652890135 2.177152403 NA 8.819408894 9.574237019 9.943869474 8.276358475 10.712863991 9.845647641 10.500586672 5.889875047 9.995206072 10.274603539 7.911384198 3.814591438 9.815391302 7.355959763 -0.992804499 8.538613043 13.802408795 6.115755326 10.400622033 11.698757009 10.327467989 4.814586311 6.973015386 10.569950994 10.380096611 10.063191741 10.493563779 11.286731879 11.227307518 9.670789714 9.670789714 10.043405207 10.906588500 9.114344118 4.136511330 3.177152403 0.592158002 NA 9.534708492 11.456122179 9.412372958 8.429296260 9.987314044 11.201064928 5.577087375 9.299553308 10.438729175 11.850563796 9.910360309 8.355959763 6.007231389 11.106250552 12.477000551 11.533486259 9.149019493 1.685312266 10.552678799 9.463586085 12.236200528 9.042030591 9.740246921 9.395248781 9.755424405 10.632483804 2.707679389 8.214245770 7.046150515 8.250405491 10.967233537 9.036753597 8.201914630 4.592193890 11.148700151 8.476873358 10.739823046 8.266974828 10.448100711 9.947545187 11.491047367 9.929815995 8.252784154 0.592158002 9.150614762 6.499085283 10.648380144 8.505083474 11.074366749 9.042030591 8.126172720 10.331974653 7.264618997 2.329152306 7.338148044 2.592205852 5.136515431 4.051624421 4.762120220 10.288002390 5.721476565 7.211802655 10.367529966 6.347080949 1.592205852 10.946076011 10.520959132 11.044778514 11.713727600 7.012855798 8.476873358 5.989427427 10.307012005 11.190866925 11.067251895 9.889874590 11.278986361 -0.992804499 8.517006738 NA 10.179033880 8.700718520 8.735152182 9.943869474 12.350139595 13.970217918 3.094692119 11.061496689 10.104605305 NA 4.136511330 7.745324069 3.466666270 NA 6.177156390 7.629283026 13.339687774 10.872191516 7.099988398 9.458442706 10.434544415 11.877596300 8.495071523 8.732342133 10.664550038 3.255153236 2.177152403 9.887580406 9.223977307 7.191760029 5.382269523 11.147422267 9.657385804 10.580405374 9.774588428 8.945340825 10.708538002 5.902049454 4.373202737 10.644762098 0.0024969 0.0024969 0.0289030 0.0296060 0.0137720 0.0195030 0.0137720 0.0101460 -0.1360000 -0.1360000 -0.1629900 -0.1310900 0.0024969 0.0024969 0.0024969 0.0000000 -0.5977700 -0.5868600 -0.5868600 -0.5868600 0.0289030 0.0296060 -0.5856900 -0.6022100 -0.5256200 -0.5355700 -0.0021881 0.0141900 -0.5488900 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 9.644762 11.496327 11.335345 10.168993 9.046151 10.718468 4.094692 3.814591 7.840121 6.373554 13.136515 9.343760 10.774175 6.778391 8.103763 7.961428 11.083045 6.852722 10.614562 10.798801 7.998753 8.152399 10.050696 7.057080 7.172138 10.742364 12.137802 9.8121693 10.2124139 NA 8.6108580 6.2926345 9.5307935 10.8202110 11.0980056 9.1183673 9.4646125 6.4418602 10.1144486 7.4584427 8.8417027 9.6393179 5.9614289 8.1183670 8.9902251 8.3974004 12.7072377 9.7402469 11.7716885 7.5733616 10.3319747 9.8282082 15.1243064 11.3699973 12.7201884 10.4182128 0.5921580 11.4418598 10.1435819 11.0302928 8.7163153 8.3559598 9.1908669 10.3653333 11.4073105 11.1281174 4.2926345 7.3155708 14.0261402 10.3974005 9.7671198 7.4208596 9.9268398 2.7076794 10.7716885 -0.9928045 12.4800493 11.2575359 10.6582833 10.5865475 10.4895353 5.9845119 7.2833560 9.4038363 9.2336439 7.4460238 12.3402303 2.0072314 12.8084347 11.7910483 8.9335275 8.4351518 10.0960199 6.2740175 0.5921580 9.4860011 8.1544364 9.2949439 9.3625828 11.9521266 12.4894093 11.9340835 -0.9928045 9.3581707 7.9959164 9.1209737 10.3773741 9.5130432 4.0072314 10.1683635 8.8914022 6.6365884 9.4123730 5.8775970 10.9672335 10.7089712 NA 12.6548024 12.6295122 10.5209591 10.3319747 7.4081106 10.7227646 10.7621191 12.5431472 9.2183290 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 3 NA NA 3 1 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.3300994 10.4464101 9.8299120 7.6564957 3.0305127 11.2849895 7.3063151 -0.6700154 1.7868891 5.2608048 7.7266712 10.7698971 4.4593464 9.6281287 10.1341972 11.6724187 8.8865721 11.1179687 11.7584263 2.1374052 9.9621526 8.5827317 10.2622809 9.6463477 8.0647756 9.4861492 8.2459458 9.1973450 9.1390305 10.2407089 7.7688579 6.3744605 NA NA 9.8368696 10.2369568 4.4999925 7.0849540 3.8536264 8.9648771 9.0511654 10.2065832 5.4999925 1.6520046 9.0630814 9.1518400 3.1374216 9.3173301 3.9739235 10.9215885 -0.6700154 8.5612872 10.8590085 0.9150237 9.9666907 10.2466920 7.9336924 NA 10.0542645 10.6253300 8.9582929 8.2987330 6.3300653 1.9150237 9.3370933 8.4899374 10.6032790 -0.6700154 7.3130599 8.6542468 7.1629562 10.7766326 7.1244822 6.1244812 9.6985071 11.4313853 9.8358777 10.2533937 10.5968527 15.5258228 NA 8.7180835 9.1849346 5.2608048 8.5492348 9.0218098 7.6292743 4.0316157 11.1478493 11.0130608 9.6931058 8.3468745 NA 3.7894997 9.7823075 8.8037718 8.5443853 9.1973450 10.4943446 10.1708441 6.6061905 13.4299892 -0.6700154 0.9150237 9.6154683 10.2466920 6.8378613 9.0916173 11.2437036 1.3300420 NA 9.9046598 9.0148147 9.4761129 8.5968528 10.3130598 8.6564957 NA 8.0613852 -0.6700154 10.3968281 8.9594227 10.6177786 -0.6700154 8.6654564 8.2519070 7.3579724 10.1645372 8.1534335 4.0305038 6.5198910 4.4175285 8.0130608 NA NA 8.8279181 9.2309329 11.2652312 8.4280984 8.1629562 9.5149414 10.5666784 2.4999862 10.3087767 9.4425056 8.6474789 0.9150237 9.4785427 5.3961561 0.3300994 6.8219194 15.0466445 4.0849572 3.4999862 10.0891220 10.6246869 2.1374052 6.9666912 10.5155611 10.1919285 9.1293477 9.8884869 11.1280640 11.5285112 9.4999911 6.9666912 9.5049919 11.0117438 9.4007373 3.1374216 1.9150237 -0.6700154 NA 9.7925684 11.3005316 9.0999040 8.8138819 10.5099317 10.8487193 7.0579863 10.2035103 6.4280988 12.0402269 10.3356907 7.1374216 4.8846565 10.7094445 12.9371653 11.3304183 10.2637569 4.4903391 10.5636858 9.0916173 12.5006172 9.2504190 9.4385906 9.6212369 8.5636859 4.8846565 0.9150237 7.3016096 7.0024910 8.4015285 10.8174038 8.0680909 7.3729843 4.9150284 10.8536281 9.2622809 10.4587050 9.3044807 10.8956443 9.6519943 12.3628007 10.3166194 8.1849343 NA 9.5049919 3.9739235 8.9056054 8.1973450 11.0450157 9.3201701 7.9262557 9.7812772 5.3744588 2.4999862 8.3934612 0.9150237 6.3187507 4.5779907 2.3300707 9.9900621 7.0579863 7.6564957 11.3332327 6.7270137 NA 10.5167995 10.6457818 11.5124605 12.4361383 7.0305060 6.1629552 5.4614074 10.7935905 11.7264033 10.8032646 10.2271553 10.6909133 0.9150237 9.2548786 0.3300994 9.8098464 9.3286565 10.0348344 9.8989723 11.5056157 13.3650370 5.1114278 11.5254384 10.3676131 -0.6700154 3.1374216 6.1502449 1.6520046 NA 5.1114278 6.9666912 14.1891641 10.0579866 5.5588860 9.8348852 10.0331046 11.5768068 7.8017413 8.6361279 10.9262559 6.2608029 3.1374216 9.7072766 9.5211254 6.9739223 9.1833756 10.7239929 9.3087766 10.6848665 10.0849537 8.7330780 11.9288166 7.9373962 3.5371842 11.4708959 0.2010600 0.2010600 -0.5341300 -0.0111980 0.4605800 0.4604100 0.3037800 0.0000000 0.0397060 0.0397060 0.0397060 0.0397060 0.2010600 0.2010600 0.2010600 -0.0096481 -0.5408700 -0.5293000 -0.5293000 -0.5293000 -0.5293000 -0.0111980 -0.0110600 0.3037800 -0.0134540 -0.0134540 0.0000000 -0.0154660 0.0048579 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 10.771973 11.486149 10.278433 9.976625 8.779215 8.178689 2.915024 4.499993 8.929979 3.236952 13.008886 9.627854 7.124482 6.964151 7.681668 8.209649 10.732545 7.577994 9.831903 9.728810 8.651994 8.072847 10.733435 8.091617 6.899921 10.624113 10.711609 9.8711628 10.3641773 -0.6700154 9.1849346 5.4798126 9.9056054 12.3305944 10.7061916 9.8078244 8.6131544 5.3961561 9.3328811 7.1502449 5.0305038 8.8555871 4.2842624 6.6876178 10.3765081 7.9557748 12.1394324 9.9909534 11.7688580 7.5649794 10.3187509 9.8418187 14.3477445 10.6206611 14.1734475 10.3995159 1.3300420 11.2130912 8.8437939 10.4483584 8.8118656 7.1374216 9.4721732 10.3572810 9.0715332 11.2787984 6.0443111 6.6429484 14.9091015 10.2556206 8.4359748 5.8378600 10.2248839 0.9150237 9.9954021 NA 12.2764242 11.4054751 10.6559338 10.1341972 10.2622809 4.4593464 3.7223786 9.4201786 8.8118656 8.1849343 12.5070138 3.9739235 12.5705594 11.3761670 8.8437939 8.1764026 10.4261224 2.4999862 0.3300994 9.2188095 8.6787945 8.4696174 10.3975005 12.5076414 10.2798928 12.2263986 2.3300707 8.9721179 7.2188093 8.7976716 11.2571033 9.4632084 0.3300994 9.4267813 7.7266712 9.1676941 9.0999040 5.0849529 10.8174038 10.4274399 NA 13.7828222 11.8511758 10.3961553 9.7812772 8.6654564 9.9829112 9.9512022 11.7484222 8.0643693 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 NA NA 3 5 3 2 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 10.4448107 9.4064236 -0.8277685 4.3929013 5.5472215 8.3496006 9.3767520 4.6957433 7.9955484 10.2402875 12.0578774 9.3791953 10.2007777 11.8767331 4.1263782 9.2688961 8.8357391 10.6893582 10.5671795 8.4177336 8.9811451 7.2239341 9.1508914 9.0730477 13.4736057 8.5309860 7.5558852 NA NA 10.4212944 10.4500495 4.5297335 8.7608956 3.4201051 8.4713891 9.3804154 9.8259217 6.4201084 NA 10.7069702 9.2301727 8.1379651 10.4552694 9.0161021 10.6873880 0.1722315 8.7401369 10.8454901 4.3421067 11.2573214 10.6524663 7.7608956 3.2596491 10.3315352 11.1440981 8.9823670 8.3066072 4.7267713 0.1722315 9.6387673 8.4459766 10.6135690 2.3420996 7.6799755 10.1029183 9.3078902 10.9123833 10.0254905 4.8160364 9.1525777 11.2626242 9.7868908 10.5014168 9.9510795 16.2397414 NA 8.0669987 9.1058716 4.8160364 7.2543304 8.3669376 7.0609239 2.3420996 11.1099226 11.5485777 9.2820116 9.7580824 3.4201051 1.7571513 10.1508914 7.8015377 8.5231201 8.3142882 10.5884507 10.4736771 6.6957433 13.8487992 1.7571513 NA 7.4575828 10.7176282 6.7795119 9.1350769 10.6972123 -0.8277685 NA 8.4058005 8.9203737 10.2715025 8.9665969 10.4135684 9.0925338 NA 9.1102904 0.1722315 11.4141641 8.3320522 9.8795401 3.0790708 8.9519004 7.9136482 7.6109731 11.1106579 8.2675779 1.9795498 7.7608956 3.3420996 8.4736773 4.3816364 NA 9.1665344 10.2456531 9.9228879 8.0910444 10.2859231 9.8769492 10.4003984 4.4941083 10.3250995 10.4087932 8.7055107 2.6368450 9.8115216 4.4941083 0.1722315 7.5341247 13.6396592 5.6957433 8.3193858 13.1572224 10.8214372 4.0301595 7.4895935 9.0332680 10.4307470 10.7025873 10.3014640 10.9534095 11.2790710 9.0654824 8.1665342 8.8268170 10.7771974 9.4482588 2.4941083 3.9270715 -0.8277685 NA 9.7152128 11.4260285 8.8898574 8.0609245 9.8158388 8.9811451 9.2675779 9.1249223 7.3421058 12.7267698 9.4331005 7.5075711 6.8726207 11.1223723 13.7384134 11.4174366 9.5847932 2.2998015 10.7552637 9.4046019 12.5622155 9.1735892 9.6967228 9.0760628 9.2097280 10.7171454 2.1721675 7.5900338 6.8586810 7.6151242 10.6539804 6.7315200 7.9407951 5.9665966 10.7547934 7.9502579 10.4413076 9.9617146 10.1742928 9.9444955 11.1714764 9.8983991 8.7850496 0.1722315 8.4034019 5.9270692 10.8885717 8.7646381 11.3921179 9.3681683 7.4621996 9.7627680 7.0969934 2.8726121 7.8481378 5.3014633 5.3816329 3.0790708 3.5645001 10.3644738 6.1721815 6.5984456 9.6769999 6.3282136 0.7571086 11.5815719 10.4895936 10.7329914 11.9541553 7.4805196 7.6232684 6.6291511 10.0977354 10.4034022 11.0184549 9.8578058 11.0764392 1.4941083 8.6479145 NA 9.8949885 8.4389677 9.3693978 9.9568158 12.9877644 14.0221724 2.3420996 10.7205212 10.2240696 -0.8277685 3.9795315 8.2165751 2.7571513 NA 5.8864258 6.9337320 13.9751516 10.6494485 6.7868904 8.6720268 10.6765034 11.7978898 7.5858091 8.8870274 10.4731055 5.1029184 2.7571513 10.3212929 8.7035624 7.0113849 7.1379656 11.7072133 9.3755291 10.5783860 9.3269990 7.9270686 10.5794487 6.5558852 4.2191995 11.4544007 0.0043749 0.0039519 0.0037465 -0.0099565 0.0048579 0.0060013 0.0063871 0.0038854 -0.3585200 -0.3585200 -0.3585200 0.3031400 -0.0077723 0.0043749 0.0164250 -0.0089906 -0.5845100 -0.5788100 -0.5788100 0.0037465 0.0037465 -0.0099565 0.0029133 0.0012481 -0.3747100 -0.3747100 0.0038854 -0.0045372 -0.3722300 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 -0.375 -0.375 -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 -0.375 -0.375 -0.071 0.287 9.825922 11.752440 10.970653 10.205604 8.766506 10.987965 5.102918 2.757151 9.220668 3.259649 13.162374 9.334950 10.095508 11.164255 7.720540 7.823233 10.966597 6.321928 10.113229 10.628022 8.091044 8.469625 10.255062 6.606809 5.992361 11.756674 11.175348 9.8223352 10.0082314 NA 7.8446066 5.2807040 9.2988856 11.4552693 10.6463939 8.8069919 9.0379142 6.0176703 9.8142327 6.2596435 8.4552693 9.7458281 5.3014633 6.4389681 7.6151242 7.7683709 12.5723933 9.4319242 13.3313428 7.1081711 11.5114743 10.3755290 15.4875959 11.4040022 12.8542977 10.1700661 0.1722315 11.3779743 9.5794487 9.6898504 8.3219281 7.5075711 8.7363306 10.2335522 9.2728432 10.2963023 6.1721815 7.2165751 13.7921327 11.2396154 9.6670365 8.6559968 9.6223612 0.1722315 10.2688961 -0.8277685 12.3861965 11.0284158 10.4183277 10.2402875 10.6893582 3.8726219 5.9001012 9.5253278 7.9237250 8.1088187 11.8966799 3.5645001 13.6807805 12.8135554 8.4575832 7.9806623 9.9899641 4.6640334 0.1722315 9.5264304 7.6720271 8.7229277 9.4907237 11.8630520 10.7795113 11.6453794 1.4941083 9.5698556 7.1321830 8.7887298 10.9835556 8.9270686 2.1721675 9.8534194 6.7113393 7.5428686 8.8898574 4.6640334 10.6539804 10.5170316 NA 12.7659222 12.4149085 10.6433481 9.7627680 7.5030982 10.9939549 9.4748199 12.0795130 10.0162982 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 1 1 NA NA 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 10.2161927 5.4648675 -1.2863042 1.0328767 5.3432159 8.6665993 10.1018754 4.2057131 7.6475491 10.2549548 12.1172697 10.5534556 10.5288411 11.5216156 3.0357822 9.2674873 8.9086151 10.1552462 10.3313255 7.8534094 7.6738603 6.7472813 9.0867233 8.8197665 10.0096271 7.8656355 7.5530617 NA NA 10.1604245 9.9024470 5.5593480 7.5965014 3.4687397 8.3137710 9.4142979 11.1878175 6.1317109 -0.2861283 9.6622254 7.8066154 6.7960072 10.1778933 4.5467463 10.3946571 -1.2863042 7.6651426 10.4472972 2.7138498 10.3924583 10.0703102 7.7527774 NA 10.4635517 10.4935898 9.3441252 8.2097131 4.3285708 NA 9.4038561 8.0061796 10.8305270 2.5212015 6.6147246 9.2674873 1.2988342 10.7106846 7.6680546 7.0625859 10.0492317 15.4565491 9.6614951 10.5252328 10.0142106 16.9218972 NA 8.5324405 9.8334477 4.9233108 7.4553248 8.7222867 6.6445961 1.7317915 11.4626799 11.1959097 10.4532168 10.0894407 3.1732874 5.8837821 9.8262976 8.0221969 8.1253690 9.2617167 10.3128411 10.7531200 6.2837144 14.2391036 0.2987756 0.2987756 6.2137031 10.3105138 7.5308417 8.9853211 10.5268376 3.9617900 NA 8.6636848 8.0670051 10.2917873 7.7194826 10.7873303 8.8559651 NA 0.7138717 -1.2863042 12.6352342 8.6371856 10.1243095 2.7138498 8.8559651 8.2016981 7.4383719 11.2278324 9.2617167 4.3862867 6.5276396 2.6207506 8.8013210 -0.2861283 NA 8.1464001 9.1906042 10.5593482 8.1422184 10.6041224 9.5308417 10.6214999 NA 10.3477615 9.9777141 9.1956576 2.8837772 9.4770705 4.5467463 NA 7.8145203 14.0343414 0.2987756 9.2027025 13.0297860 10.2181806 2.2988342 7.0492485 9.6897061 10.2931741 9.6839640 10.1536889 11.3208162 11.3680466 9.2530168 7.7826366 10.1264280 10.8135347 9.6718236 2.1732874 0.7138717 -1.2863042 NA 9.3386535 10.9588165 8.9450792 8.3915779 9.8204865 12.2883334 6.8737295 9.2471879 10.0675563 12.2561645 10.7320583 8.2037062 6.1232482 10.9978146 12.4717689 11.1609414 9.3791940 4.3285708 10.5025765 9.8321503 12.4489910 8.7514051 10.3862835 9.0801804 8.9736015 10.7684624 1.2988342 1.7138717 6.5017608 7.9899825 10.7117433 11.2961272 9.1083530 3.5212141 11.2479178 8.8661430 10.7465927 9.0888977 9.5934414 10.2171870 11.9979592 9.8046322 7.2837135 NA 8.1996876 6.2374203 9.5987917 8.8762496 11.0551990 9.5632632 7.4003586 9.7893372 7.7718499 3.0357822 9.0278748 3.6680510 3.2988196 4.7362260 -0.2861283 10.7926761 6.3285672 6.7745538 9.3950964 5.9541730 -1.2863042 10.8412077 10.9015195 10.6655071 11.4612120 9.2374201 8.3880504 6.8286938 10.5471435 11.7126248 11.1921221 10.0119208 10.8912777 0.2987756 8.2137040 NA 9.6796425 8.5546360 9.5772700 9.6379283 12.9674841 14.9585564 3.8837870 11.0672807 9.9233114 NA 5.7405471 8.8202904 1.2988342 -1.2863042 6.2912868 7.4281039 14.3830754 10.0414108 7.2988205 9.2067128 10.1624907 10.8664598 8.4021086 8.9289299 10.6814447 -0.2861283 0.7138717 10.3689416 9.2265986 7.8887840 4.2057131 11.0924239 9.4902911 11.4056016 9.2875053 8.1359227 10.2670074 7.1022203 5.0185496 10.3058479 -0.0018014 -0.0018014 0.0315770 0.0253900 0.6178800 0.0068044 0.0000000 0.0011093 -0.0306770 -0.0306770 -0.0306770 -0.0306770 -0.0018014 -0.0018014 -0.0018014 -0.0065050 -0.6358100 -0.6264600 -0.6264600 -0.6604500 -0.6425200 0.0253900 -0.6372700 0.0000000 0.0012481 -0.0060904 0.0011093 0.0072217 -0.0036011 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.030705 11.756373 11.703785 10.745904 9.663685 11.585571 3.883787 2.035800 7.733449 3.713861 12.225364 9.051458 6.213703 9.832695 8.338142 9.300698 10.740727 7.702543 10.395975 8.377416 8.972424 8.759823 10.223875 8.211710 7.668055 11.381191 14.429230 9.2471879 9.9438786 -1.2863042 8.2057112 6.2057112 9.6731356 11.3301773 10.5726162 8.7514051 8.8521300 6.6796420 9.4116944 6.8937675 7.3248826 8.7320582 4.4687462 5.3285672 8.4246647 8.8559651 13.1969181 9.2665273 11.9608956 6.5403435 10.6680544 10.6323487 15.5969309 10.4353846 13.9143353 10.4434789 0.7138717 11.2092135 8.9570321 9.5601320 8.7376124 8.2037062 9.2383997 10.0856347 9.3100479 10.9537490 3.9992604 6.3137701 14.4347479 11.3072493 9.4238036 7.0975623 9.1599077 -0.2861283 10.7021878 -0.2861283 12.3805260 11.0035514 10.7886686 10.2549548 10.1552462 5.5467494 7.6563727 9.1306558 8.8521300 6.1061745 12.7706541 1.7138717 12.9032194 11.7460761 8.5050211 8.1842729 10.5159705 4.9806469 -1.2863042 8.6132152 8.2588228 9.2067128 9.1691854 11.3935582 10.4591123 11.1529098 -0.2861283 9.3693888 8.3230367 8.9876537 10.5054280 9.8534095 2.0357998 9.9438786 7.6738603 6.5903745 8.9450792 5.8431422 10.7117433 10.6504960 NA 13.2565273 12.5123299 10.9978146 9.7893372 8.3613166 10.0084789 9.5826808 12.5433103 9.6521218 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 NA NA 1 2 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 9.2735746 10.0964058 NA 3.5416635 5.1292212 8.6251788 6.7666508 7.4162039 7.1627387 10.0434915 11.1986195 7.5807847 10.7203361 11.4488356 4.1895953 8.1323008 8.1777200 11.0601608 11.4340943 7.1106055 8.4936742 4.9453549 6.0532721 9.1717460 10.9257463 7.9330668 2.6511780 -1.7413002 NA 10.2984612 10.3426684 5.9312812 7.9295129 3.3463187 7.1012067 9.5349810 11.1353736 2.6511780 -0.7410590 9.4858708 7.2217524 4.1657512 13.6795077 -0.7410590 8.3764996 NA 7.6997258 11.1506403 1.5807726 10.9666471 10.1754826 8.5773994 -1.7413002 11.1734922 10.7741869 9.7058210 8.5557728 6.0336432 2.9027103 10.1487408 8.0662114 10.1311468 2.9027103 6.0402174 10.6768594 3.9027103 9.2368521 3.9312859 5.1777185 10.9065287 11.5669112 10.0099823 10.3539240 7.4312845 14.1368357 0.8438231 8.0901638 2.6511780 4.6682496 7.5396272 7.4362760 3.3032547 1.8911081 11.8041831 10.7348433 8.8277628 3.6511780 3.4287856 3.1657512 9.5203639 9.0678207 8.5964786 10.1766017 10.2043004 11.5633506 6.5807847 12.9423448 1.5807726 7.4162039 5.6934842 10.6798695 7.9277418 8.8863904 10.2035687 NA NA 6.5396272 9.2951539 9.6927550 10.8758649 11.6665227 8.5523283 NA 6.1230433 0.2588204 11.8562109 8.7131559 10.5121132 2.7182849 10.6199780 9.4250197 8.5773994 11.5950842 9.5908931 -1.7413002 8.5091550 2.9592879 8.5603527 2.7824086 NA 8.6608028 10.3706444 9.8134455 8.5008399 11.8472199 9.2289625 10.0170798 3.0137481 10.2350627 8.3855613 9.3529805 3.6164048 9.9657843 0.8438231 -0.1561769 -0.1561769 12.5955027 0.8438231 9.3823314 13.1642436 9.7601963 3.1657512 7.9575612 5.5987076 11.8473370 10.5141804 11.2114159 11.7017159 10.7860892 7.7527118 11.3141391 8.3410055 10.8372294 10.0282730 -0.7410590 1.4287856 1.2588807 NA 9.9657843 11.4095559 10.2994889 7.4780253 10.1350129 9.9009083 2.7824086 9.2846883 3.2588505 10.6853835 10.7659080 9.4130418 6.0917464 11.8214568 10.3205653 10.2174093 9.1662206 7.3877528 10.1004209 9.6819726 12.4843654 8.9479811 9.8818237 8.4695279 8.4022400 10.2946867 6.0662119 4.7182904 9.5008399 7.1137255 11.2052147 2.2732175 6.1657472 1.0661925 10.4465180 9.0949069 11.3182011 10.3376746 10.1932847 10.1769745 11.3022258 10.1877451 5.7980142 -1.7413002 5.7345904 6.9348137 9.7157244 10.0311712 10.9213070 8.9197438 8.1399708 10.8854783 9.6169584 -0.1561769 6.1895933 2.2588505 -0.1561769 1.2588807 -0.7410590 11.4778738 1.4287856 6.6639978 6.2361367 9.8482503 NA 11.8970663 10.4771171 10.6584016 11.6897012 9.0311713 10.3332992 7.2715648 9.5574920 7.5067844 10.1222687 10.3559012 12.5703212 5.7100680 8.2318365 NA 10.5073772 8.2977756 9.1829269 9.5858478 12.3742255 12.2577115 1.9592879 11.1890396 9.2553301 0.2588204 0.2588204 9.1193152 0.2588204 -1.7413002 7.9540852 7.6208005 15.7023830 10.2627715 8.9285832 9.2819180 10.8351048 12.2458541 9.5144754 9.1969072 11.5129995 1.2588807 2.3463329 9.8977450 9.2546238 7.5115218 1.5807726 11.5061908 10.9411929 11.0680219 8.8261474 6.2304009 9.8028551 7.9136003 5.0881967 9.7401516 0.01195800 0.00152550 0.01042400 -0.00638560 0.00235810 -0.00470790 -0.00470790 0.00416320 -0.03504000 -0.03504000 -0.03504000 -0.03504000 -0.63840000 -0.64099000 0.00028353 -0.00336960 0.00000000 0.00000000 0.00000000 -0.00222420 -0.00222420 -0.00638560 0.00249690 -0.00484610 0.00777830 0.00777830 0.00416320 -0.00360110 0.00194180 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 5.571741 11.581489 6.722381 9.851781 7.943605 10.762931 5.774558 1.843823 8.125502 2.165751 11.242385 7.436351 2.782409 3.404127 8.623823 9.679870 12.220035 4.701799 11.420146 6.286763 8.590893 9.080391 9.301132 7.066212 8.924193 11.001377 13.647143 9.584724 10.855046 NA 9.244698 7.952343 9.951036 10.848040 10.788287 4.973102 8.619704 6.941852 9.819189 5.858769 7.356889 9.316172 4.408603 7.642561 6.085406 8.630633 12.793403 9.216684 12.134222 4.889089 5.356890 7.819189 12.627227 11.399367 12.318539 10.884109 -1.741300 10.884337 8.599820 13.452805 9.811045 9.413042 8.811526 10.038166 9.488877 11.586547 -1.741300 6.428782 12.070788 12.297261 10.043900 4.931281 11.107871 1.843823 10.996315 -1.741300 12.150356 11.516981 11.715339 10.043491 11.060161 5.805752 7.856909 8.474390 6.858769 2.428786 12.636521 2.346333 14.603482 13.509525 8.295030 7.386928 10.129607 4.165751 -1.741300 9.256742 4.616411 9.501435 9.833895 10.505597 10.067419 7.845696 NA 9.936136 9.294343 9.445590 12.158874 9.588653 1.066193 9.686169 4.616411 8.500840 10.299489 2.346333 11.205215 10.563778 NA 11.050630 12.628181 9.350292 10.885478 7.356889 11.198987 9.830609 11.791762 9.550793 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 1 1 NA NA 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1.5295711 10.5204063 9.6309125 8.2334970 9.4874208 10.5784207 7.0566009 NA 2.4622094 5.7963797 8.5657670 9.5246538 4.1734473 7.8288010 10.5557709 11.9168029 10.6579099 10.6916699 12.1981459 4.3624839 9.2134652 8.7426975 10.4942952 10.4091765 8.3797799 8.5450085 6.8242141 9.4160520 9.3750833 12.4859694 8.4141605 7.3043805 -1.4703290 -0.4703290 10.3557445 10.1675766 6.2506926 7.9725370 2.6170633 8.5040078 9.5161464 9.8772146 8.0433210 2.9890300 10.7872757 8.7632130 8.9474458 10.8697215 7.7169456 10.4228948 -0.4703290 8.0918357 10.9756427 3.8149913 11.8035345 10.6057408 7.2977774 NA 10.1171364 11.7354201 9.1353227 8.0254486 5.9389844 1.3369689 9.8293738 8.4573714 10.8582682 3.8149913 6.7487618 10.0507029 2.5295961 10.8588290 7.0994488 4.9046334 10.4476738 12.0253234 10.2326316 10.3902924 9.6282833 16.7622016 NA 8.1424619 10.1779509 4.2844771 7.2472696 8.1589499 6.9261975 2.2791147 11.3885456 12.0754024 10.2178436 8.8694433 1.9890300 3.6995183 9.9448069 8.0956476 8.6263084 9.2064320 10.4888708 10.6325531 6.9304724 13.8257567 2.7775144 -1.4703290 6.9558579 10.7893365 7.3750838 9.0726252 11.0261975 3.4364817 4.2575161 8.3174958 8.7810757 10.7422720 7.1145555 10.8057177 8.4632840 -1.4703290 5.6691459 -1.4703290 12.3784118 8.8379322 9.3719437 1.8515192 9.1967049 8.5491840 7.2878167 11.1543887 8.4588516 4.1734473 7.9411045 3.9558614 8.6170560 0.1145003 -1.4703290 8.3449767 9.7858019 10.7653084 8.4647585 10.7881593 9.8356549 9.8537738 1.8515192 9.9453351 8.7523883 8.8971173 2.9342334 9.9111362 5.5848753 0.8515192 8.3401648 14.2601165 2.7775144 10.9943942 12.9209040 9.3687972 4.1145586 7.6793407 9.3377530 10.6732954 10.7878649 10.4669671 11.1486050 11.1550738 8.9714999 8.2861497 9.2811374 11.0961231 9.1734675 4.5519589 2.8515192 -0.4703290 NA 9.0022842 10.8777682 8.9240559 8.0032992 9.1973877 8.7787067 4.2844771 9.0531553 6.7144681 12.1207650 9.8605102 8.2455551 6.5182786 11.2042269 12.8783906 12.1651980 9.2556752 1.8370148 10.4285725 10.2723237 11.9622657 8.9610908 10.4014985 8.8537740 9.3441758 8.8904403 1.6995072 8.6420329 6.6485345 8.4544058 10.4061103 8.2366074 9.3839863 3.4364817 11.1122058 8.0134092 10.6828286 8.9663047 10.1383102 9.5429160 11.7135388 9.4477112 8.4394864 -1.4703290 7.9579535 6.7439121 10.3493732 8.8184595 11.2530878 9.2090734 8.3782164 9.9320724 8.9463908 1.9890300 7.1734493 2.2300185 3.4364817 4.3369474 3.2844845 10.4651267 5.0841834 6.4122362 9.7384374 6.1186816 NA 11.6241659 10.5306496 11.3447764 11.7832931 8.4409854 9.3465769 6.4976842 10.1801964 11.3926180 10.9237880 9.7237345 11.7902188 0.1145003 9.4342279 0.1145003 10.0274451 8.3624835 9.2794627 10.2147800 13.3627305 13.4643899 6.5902891 10.8563037 9.9479678 -0.4703290 2.9890300 7.4091762 1.1145669 1.1145669 6.6640191 7.5767171 13.9776451 10.4004280 7.5239469 9.2256914 10.0556033 10.6114096 8.3687972 9.3397955 10.4754029 2.4364817 4.4837900 9.9159947 9.2944650 7.7338465 4.6588741 11.3405665 9.3215701 11.0460320 9.7738917 6.7679977 10.4492015 6.6844120 5.0121172 10.5004182 -0.0096958 -0.0141060 0.0112450 0.0025703 0.5931200 0.1255600 -0.0150660 -0.0393150 -0.0103860 -0.0103860 -0.0103860 -0.0279600 -0.0030629 -0.0096958 0.0291690 0.1641300 -0.6197700 -0.5972200 -0.6316800 0.0112450 0.0112450 0.0622070 0.1262200 0.0291690 0.0079021 0.0079021 0.0045468 0.0171090 -0.5609800 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 9.908972 12.198257 11.419668 10.424411 8.719418 11.651127 6.590289 2.436482 7.966076 4.658874 12.463007 8.980031 9.114556 9.211315 7.666738 8.297777 11.563360 6.777521 10.278625 8.919762 8.025449 8.660769 9.896932 7.632881 6.938984 11.759013 13.463100 9.7928625 10.0344123 NA 8.2961224 6.3750829 9.4394864 10.7045190 10.7822587 8.2744271 9.3481755 6.6381173 9.6825118 6.7632124 8.6407290 9.5561167 4.3109508 5.9971998 8.7560055 8.9920957 12.9800313 9.5373213 12.5414320 6.7304919 12.2617607 11.2609123 15.6126259 11.5819915 13.6573459 11.0017764 0.5295711 11.4866953 10.6276253 10.6137373 8.5602606 8.2455551 8.7893367 10.2468413 9.5862311 11.1548410 5.3369474 6.8242141 13.8747220 10.8849444 9.1350728 7.5068732 10.1438430 NA 10.7110561 NA 12.5635324 10.9571366 10.6417070 10.5557709 10.4942952 6.0764885 7.8379325 9.3142282 8.6328811 6.4953770 12.2246932 4.0214442 14.2290573 13.4842894 8.3043805 8.4834115 10.2230803 7.2911449 -1.4703290 8.8447428 7.7119877 9.0870570 9.5225317 11.3043804 11.1935961 10.4910430 0.5295711 9.6368104 7.9197620 8.7881594 11.2156560 9.4289501 1.1145669 10.0378832 5.0373866 8.9663047 8.9240559 5.0531548 10.4061103 10.5267728 NA 13.1362298 12.6788641 10.5509203 9.9320724 7.5352178 10.7554032 10.6240009 11.9507009 9.9775805 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 3 NA NA 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 10.4278062 6.5688788 NA 3.7937711 6.2226191 9.3803691 7.1606913 2.4977145 8.8075813 9.7039264 12.4087850 8.5733537 10.4519223 11.7225316 5.4152652 8.3557070 7.1222171 10.2459188 10.5679960 7.8862215 8.0351603 4.4152652 6.5176253 9.6108894 15.7850857 8.0139864 6.4570837 NA NA 8.4775482 11.1347533 5.8823887 8.6247172 3.6497304 9.1351560 8.8454703 11.6315817 2.9127648 0.9127265 9.9155786 7.2585387 8.1511683 9.0090395 5.4775478 9.1527597 NA 9.3515552 10.5810575 4.1351572 10.4032801 9.5638152 7.8552778 NA 10.0523148 10.8065352 10.0557214 8.6406838 4.1351572 2.1351408 8.4545053 9.0540193 11.2012451 3.3278023 6.2819968 10.0230292 1.3278023 11.1331418 8.3418212 0.9127265 9.3472945 13.6359267 8.8494013 11.1869475 8.3830835 16.0198988 2.9127648 7.7994759 11.7284136 4.5372526 7.1351562 8.5969277 5.5945874 2.3278023 11.2218608 12.0961921 10.8567434 9.5250176 3.4977273 5.7028404 10.1439847 8.9877969 8.1606908 9.7831282 10.3598467 10.9797496 5.1857833 13.1494753 2.6497304 0.3278023 4.8196529 10.4945917 6.9931365 7.4673520 10.5810575 4.7540644 -0.6723126 6.7456542 8.5566199 11.5326258 6.5469701 10.7872326 8.7810715 -0.6723126 1.9127648 NA 11.8756595 8.4927080 10.6247172 -0.6723126 9.0574218 8.7603427 7.0557217 10.5940019 7.9680458 1.6497074 8.2819972 4.3278023 8.8336124 1.6497074 NA 7.7831279 9.0793450 10.7066377 7.3938898 10.1598998 9.7551139 10.0480453 2.1351408 10.4635103 9.1857821 9.7254757 2.1351408 9.3136429 5.2346929 1.3278023 7.9052299 14.3195885 NA 9.4350180 13.1314276 10.9548788 3.0282332 7.1795499 9.3487808 10.3115072 10.2592772 11.0295406 11.3469747 11.5154623 7.4570837 10.0548706 6.8355957 11.3584681 10.7904770 3.9127648 3.0282332 0.3278023 -0.6723126 10.1487777 10.0625106 7.9788529 9.2673801 8.8804318 5.7540671 4.8513643 7.7624292 9.7276130 12.9272490 9.3362296 7.7624292 4.4570820 11.2589078 12.1038227 11.7409000 10.0026906 3.7547379 11.0484728 9.7488139 13.1585142 8.8035345 9.6178199 10.5733537 9.5396893 9.5662057 NA 9.5433341 5.3278023 6.6497290 10.0028759 10.8915359 10.0397948 2.4977145 11.0064011 7.9752593 10.0230292 9.4570839 10.0514620 9.3625999 11.4464177 10.6155133 7.3164861 -0.6723126 6.8900429 4.1351572 10.5132959 9.6212726 11.2789509 9.6212726 8.3107945 8.5542132 8.4647920 -0.6723126 3.4977273 -0.6723126 2.6497304 5.0002254 0.9127265 10.1148873 3.8513593 4.5372526 9.1997062 6.6414998 0.3278023 10.4857794 10.1701513 10.5021025 11.0173622 8.3749247 7.8236558 7.1875223 9.8785477 9.2688486 10.5002285 9.8669597 11.4251748 -0.6723126 9.5299248 NA 9.5662057 8.8650193 10.3242745 10.0107955 10.5656084 10.6137811 2.7872235 9.7115052 8.7851817 -0.6723126 3.3278023 8.5372545 -0.6723126 3.0282332 4.2346929 7.0351598 14.1277402 10.2058519 5.8669599 8.6587178 10.2004759 9.2331880 7.4570837 9.0152991 11.0540191 4.7540644 3.8513593 10.5980963 8.7748842 6.6224223 1.3278023 11.5554169 8.5002284 11.7098846 9.6995777 5.4977273 10.2211025 3.7201143 2.6366826 12.3207393 -0.0040162 -0.0040162 0.6318900 -0.0337420 0.6149800 0.6264200 0.6119000 -0.0085766 0.1548700 0.1548700 0.1548700 0.1743700 -0.0040162 -0.0040162 -0.0040162 0.6053900 -0.7327500 -0.7327500 -0.7327500 -0.7327500 0.6318900 -0.0337420 -0.0231550 0.6119000 -0.6975800 0.0000000 -0.0085766 -0.0287650 -0.7175200 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 -0.098 -0.098 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 -0.098 -0.098 0.612 0.612 0.000 0.000 0.155 0.155 7.897657 13.184907 5.497727 9.817649 6.246665 12.170937 3.234685 1.912765 8.556620 4.234693 11.268115 10.057880 10.358468 11.547438 7.188267 8.899554 10.975709 4.613202 9.391196 9.917452 7.264439 8.363178 10.545856 6.819654 6.028240 11.754852 13.007831 8.8196541 9.4864107 NA 7.7414292 6.1222171 9.2747073 12.5875442 9.9598874 6.8116162 9.5311491 5.9860127 9.7540657 7.7790121 7.1025878 10.6183959 4.9716585 5.5176253 6.7624285 8.5542132 12.9090016 8.9966859 13.3968311 6.0872231 12.3095466 11.3093683 15.8695177 10.1701513 13.4931006 10.0055206 -0.6723126 11.8484197 9.6620743 11.1009402 9.0107955 7.7624292 9.3292093 9.9452684 9.4876722 11.4139372 4.3278023 7.7456535 13.4603328 11.2376941 9.0793450 6.2226191 11.1455841 2.6497304 10.4402405 NA 12.1323354 10.5816603 9.4284634 9.7039264 10.2459188 4.6132016 6.1479803 9.8015068 8.8572315 8.5898957 11.0789182 2.4977145 13.9453832 11.5715700 8.2134975 8.3724955 10.2481539 2.9127648 NA 8.0759941 5.0557206 8.7498657 9.5851888 12.1019703 10.0599685 9.1335448 -0.6723126 9.1511683 8.6919357 8.3938902 10.7419577 8.9295718 1.3278023 9.4826190 7.8938548 6.7371919 7.9788529 2.4977145 10.0028759 11.0265057 NA 12.5705285 12.7821003 10.8296382 8.5542132 7.2346920 11.5412090 10.0625106 11.2756753 8.7040350 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 2 NA NA 1 6 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.63710012 9.69510107 9.92482171 8.18143008 3.05215502 9.89763690 10.18391385 NA 2.05032755 4.98288409 8.42501192 9.50438800 2.85949255 8.76467391 10.16132452 12.65843640 6.68877203 9.38306379 12.50026317 5.37407615 9.97473120 6.78685639 10.87790066 9.70678280 4.13960865 7.12896250 8.90233381 7.75950608 8.81369815 10.45598974 7.46999909 7.66685670 NA -0.94786238 10.65993954 10.93860558 5.09654018 9.24567225 3.51158189 8.15543454 8.66317167 11.89626413 4.09654018 NA 8.25427090 9.16978999 7.27614861 9.84980837 4.66685883 11.46630353 -0.94786238 8.64833673 10.45941461 NA 7.04083108 9.83514499 7.74214503 NA 10.13149830 10.17248839 8.87392083 7.79023901 6.16067216 0.05213762 8.74214469 8.90076992 9.97695929 2.95902822 4.09654018 8.76982330 1.63710012 10.92904746 7.36048631 4.78006858 8.75777934 8.48050709 9.53998696 10.23081172 10.26585868 16.32306264 NA 7.79361371 10.96128993 5.57570865 7.08557018 8.45941481 7.77324604 3.58820492 11.53217969 11.01142435 10.53596263 8.24936332 NA 2.75257734 10.13960967 10.34101293 7.80703414 6.77324604 10.71925841 10.52483767 6.59130541 13.01495251 NA 0.05213762 NA 10.58060097 6.61438888 8.16067116 11.82528605 NA NA 8.56784659 7.41846911 10.13226490 12.22613624 10.62626728 8.33291779 NA 7.10742947 NA 9.43152518 9.57178317 10.92096941 0.63710012 8.91633302 10.62295130 7.34216536 11.38474291 8.91012792 3.13961683 6.29055158 1.63710012 8.28336807 4.00634291 NA 7.45728812 9.99832203 9.76295336 8.37632729 12.73547048 9.47421172 10.16458631 4.00634291 9.72898541 9.71214280 7.98315038 1.85949255 9.69690443 4.72457388 1.85949255 4.00634291 14.05412674 3.75258805 3.30007978 2.37406572 9.72810384 0.63710012 7.29055158 7.38306401 10.38306368 9.53495472 11.43233733 11.06372356 11.44526911 9.19169810 5.09654018 10.04932636 11.17756031 8.86339306 3.91012821 2.85949255 0.63710012 NA 9.95074819 10.73689546 9.36389513 8.02081386 9.83143947 5.92251186 8.60673573 10.34963641 12.58096721 12.18223471 9.12762606 7.96203996 7.80703414 10.85102361 12.05969978 11.26403513 9.47384352 2.96288213 10.24197147 9.82528605 12.39574900 8.98878493 9.68332398 9.96802622 10.53142191 5.11823512 -0.94786238 9.06756182 8.01214906 7.05777192 10.83473563 5.80261976 6.46577535 5.09654018 10.83637272 9.66224895 11.58498979 11.14457368 10.46999939 10.32360988 12.16621450 10.77623430 8.80201642 0.63710012 7.79023901 5.75258537 9.66593632 9.04932636 11.05744506 9.62010287 8.73338519 10.44016415 8.50129543 2.22206262 6.20189454 2.22206262 2.63710012 4.51157557 1.63710012 10.26828642 4.63711172 5.85950248 10.05566475 7.07689895 1.85949255 10.48573232 10.37294742 11.19807898 12.57313378 7.97398774 7.73053603 5.08601093 10.30717542 10.07520810 11.43287847 10.16132452 10.74824502 0.05213762 8.08005268 1.05213762 10.05917409 8.57962368 9.75605037 10.69555212 12.43490595 12.75507705 2.75257734 10.79529827 9.55298872 2.51156924 0.63710012 4.88503740 0.05213762 NA 5.42718711 6.07451400 13.56433176 10.14820314 6.64460331 10.09995238 9.50335788 11.81099466 6.53596273 7.74507595 10.20316334 3.57571168 3.13961683 9.63428886 9.59904138 7.62957592 7.52788044 11.44901918 8.69239163 10.84004939 9.67001831 6.19169884 10.78219238 6.75258671 4.33754698 10.70812471 0.0000000 0.0000000 -0.0011087 -0.0018014 -0.0015243 0.0036076 -0.0033243 -0.0020784 0.0097276 0.0097276 0.0100060 0.0076132 0.0000000 0.0000000 0.0000000 0.0029940 -0.0011087 -0.0011087 -0.0011087 -0.0011087 -0.0011087 -0.0018014 0.0022193 -0.0048151 0.0011093 0.0011093 -0.0020784 -0.0052610 0.0019418 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.862317 11.509528 6.222072 11.839233 8.259161 7.418469 2.859493 5.029426 7.991726 1.637100 14.344648 8.733403 7.465775 10.366736 7.582710 8.911682 11.696454 6.006343 9.920198 13.807347 8.913234 8.665144 10.272283 7.786856 6.644603 11.767894 13.243669 10.36446256 9.85223782 NA 9.06895504 6.54400000 9.44982154 11.15707315 10.23826106 8.28336807 9.44553739 7.36503021 10.29472550 6.58352811 4.51157557 8.67053233 9.62579412 5.91012821 8.75431966 6.04083108 12.78176761 10.53293708 13.54205752 7.66766580 14.76553337 11.06197549 15.75806268 10.82198471 13.40873638 9.80536356 0.05213762 9.97249967 9.39976818 10.00197362 8.75950608 7.96203996 8.45728812 10.43908712 7.16588883 11.08556985 4.05214632 6.17108871 14.38412115 10.67282486 9.36048587 6.43585191 7.68150338 1.63710012 10.35135492 NA 12.75377821 11.09441496 10.72986652 10.16132452 10.87790066 3.51158189 9.37969958 10.03798875 8.55597256 7.04083108 12.75604070 2.95902822 14.44402813 12.40280986 9.81535928 7.34115140 10.13496120 -0.94786238 NA 9.81037000 7.22707294 9.16328260 9.73250630 12.33349736 7.43585108 11.49223736 1.63710012 9.02656134 8.88977468 8.93631727 12.21642531 8.99025631 0.05213762 9.81203512 3.05215502 6.23205631 9.36389513 6.79361371 10.83473563 11.17335659 -0.94786238 13.19632710 12.94336096 10.30658500 10.44016415 7.74563399 11.10301583 10.45941461 11.98220223 9.66824538 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 6.56901561271586e-06 6.60509803402493e-06 6.60232130352033e-06 6.61319866186602e-06 6.61302077012544e-06 6.63612047767607e-06 6.68186004686149e-06 6.71769376030799e-06 6.81480547240308e-06 2.46766235953595e-06 2.46984246121815e-06 2.47889482314293e-06 2.54874562696947e-06 2.63005350207788e-06 2.65200174168444e-06 2.64581675551118e-06 2.79961178163661e-06 2.80779137482057e-06 2.9570946097379e-06 1.13871746617177e-05 1.13816555638747e-05 1.14098594406722e-05 1.14282755190387e-05 1.14351366968112e-05 1.15339734899132e-05 1.15510346326172e-05 1.15704994306362e-05 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 NA NA 0.0372 0.0119 3.45e-13 0.05996648 0.05996648 0.0697 0.0696 0.00862 0.00463 0.00196 3.45e-13 0.09021513 0.05996648 3.45e-13 0.0318 0.09021513 0.0819 0.022 0.00731 0.05996648 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3.45e-13 3.45e-13 3.08e-06 0.05996648 3.45e-13 0.0743 8.21e-07 0.0002643557 0.04726641 0.0302 3.45e-13 3.45e-13 3.45e-13 0.00357 9.16e-05 0.0175 0.000751 0.00117 0.0532 0.0176 0.0002643557 9.74e-12 3.45e-13 0.0007052764 3.45e-13 0.000722 0.05996648 0.0222 0.0237 0.075 0.00862 0.086 0.0775 0.05996648 3.45e-13 0.00731 0.0804 0.0745 0.0859 0.00279 0.0285 0.00411 0.00556 0.0007052764 3.45e-13 0.000722 0.00109 0.05996648 0.05996648 0.09021513 0.00977 0.05996648 0.05996648 0.05996648 0.005496011 0.04551399 0.001122195 0.09021513 0.05996648 7.410695e-05 0.09021513 0.05996648 1.063791e-11 0.09021513 0.03994692 0.09021513 0.05996648 0.03159939 0.05996648 0 0.05996648 0.05996648 9.195372e-07 1.063791e-11 0.002863379 0.05996648 7.410695e-05 0.0008591779 0.08996518 0.03777944 6.335117e-07 0.09021513 0.01847862 0.0002643557 0.05996648 0.05996648 5.740995e-05 0.09021513 0.002713226 0.06760939 7.301792e-08 0.0001152004 0.0001455793 0.0006478548 0.05996648 0.05996648 0.05996648 1.063791e-11 0.0002859029 0.004078014 0.09021513 0.02207659 0.006349249 0.05996648 0.05996648 0.02905463 0.0505491 0.09021513 0.09021513 0.08341704 0.05996648 0.05996648 1.063791e-11 0.09021513 0.09021513 0.09021513 0.09021513 0.09001697 0.09021513 0.04551399 0.05278035 0.05996648 0.09021513 0.05996648 0.05675204 0.05996648 0.05996648 0.09349046 0.005745751 0.05996648 1.621014e-11 0.07213419 0.003107562 0.0007052764 0.05996648 0.0008739701 0.05996648 4.492898e-06 0.0002881592 0.05996648 0.09021513 0.05996648 0.0216787 0.09021513 1.076335e-08 0.01967465 0.05996648 0.07746714 0.001359801 0.0491904 0.0438975 0.04726641 0.003107562 0.002981516 0.05996648 0.05996648 0.02886655 3.039402e-11 0.0001134068 0.0006637942 0.005971531 0.05996648 7.381264e-07 7.719536e-09 0.09021513 0.05996648 0.001359801 0.08341704 0.0002974754 0.05996648 0.02905463 0.05996648 0.09021513 0.05996648 0.09021513 2.603995e-07 1.063791e-11 0.0005449223 0.09021513 0.05996648 0.09021513 0.00742991 0.05996648 0.05996648 0.05996648 5.507587e-07 0.05996648 6.382093e-06 1.063791e-11 0.05996648 0.05996648 0.05996648 0.001159178 0.004078014 0.004598737 0.05996648 0.05820561 0.0002974754 0.02814587 2.055288e-05 0.05996648 0.001568218 1.865046e-06 0.0008739701 0.0002643557 0.04726641 0.05996243 3.716687e-05 0.0002643557 4.051204e-05 0.0007052764 0.02384738 0.09267431 0.05996648 0.05996648 1.063791e-11 0.08615594 0.0491904 0.0007052764 8.793533e-06 0.05996648 0.05996648 0.09021513 0.02140831 0.05996648 0.05996648 0.05996648 0.002255224 0.09021513 0.05996648 0.02325739 0.02011393 0.05996648 3.041067e-12 0.09021513 0.09021513 0.05996648 0.05996648 0.05996648 0.05996648 0.01907449 0.05996648 0.09021513 0.0002643557 0.05996648 0.05996648 0.09021513 0.03157442 0.05996648 0.05996648 0.05996648 0.06687907 0.09021513 0.05996648 0.05996648 0.0007110296 0.09021513 0.07105884 0.09021513 0.05996648 0.05996648 0.09021513 0.06966173 0.03089124 0.09021513 0.09021513 0.09021513 0.02115534 0.09021513 0.05996648 0.09021513 0.05996648 0.05996648 0.05996648 0.005745751 0.05996648 9.630047e-12 0.07213419 0.02011393 0.003107562 0.0007052764 0.05996648 0.05996648 0.05996648 0.09021513 3.820565e-08 0.05996648 0.0216787 0.09021513 0.05996648 0.0007110296 0.001359801 0.0438975 0.01653614 0.05251707 0.003107562 0.05996648 0.05996648 4.730549e-12 0.03089124 0.05996648 0.01951722 0.09021513 0.05996648 0.001359801 0.05996648 0.05996648 0.09021513 0.05996648 0.09021513 0.009618277 5.082299e-09 0.09021513 0.05996648 0.09021513 0.06815997 0.05996648 0.05996648 0.05996648 0.05996648 1.8261e-12 0.05996648 0.05996648 0.05996648 0.05996648 0.05820561 0.05996648 0.0002643557 0.04726641 0.0002643557 3.584222e-07 0.0007052764 0.06687907 0.05996648 0.05996648 4.954912e-10 0.0007052764 0.05996648 0.05996648 0.09021513 0.05996648 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.061725 0.017922 5.7012e-06 0.010976 3.0348e-67 0.036354 0.16762 0.18297 0.0032722 0.0028432 0.0011321 0.13348 3.9973e-11 8.864e-06 0.0016114 1.2717e-15 4.9768e-50 7.9976e-51 0.0047075 1.0389e-05 0.14437 0.0011766 2.8557e-09 8.2745e-08 1.4957e-08 4.9518e-20 0.01849 0.0021423 0.00069176 1 1 1 1 2.35e-14 0 1 1 1 1.37e-11 1.08e-07 1 1 1 1 1 0.841 1 0.44 6.2e-10 3.49e-12 1 1 0.00505 2.3e-05 1 0.0405 1 1 0 0 1 1 0 0 1 0.638 1 1 1 1 0.649 1.23e-06 1 1 1 1 0.055 0 1 1 1 1 1 0.000214 4.24e-06 1 1 0.00468 1 1 1 1 1 1 1 0 1.95e-14 0.195 0.179 1 1 2.53e-10 0 1 1 0 0.0177 0 0 1 1 0.000100274587939092 0.000100604202359079 0.000100604202359079 0.000100604202359079 0.000100604202359079 0.000100866766373141 0.000101388973487897 0.000101759350889563 0.000102967722379464 0.000100681404128467 0.000100681404128467 0.000100819708628923 0.00010342449794723 0.000106481302468217 0.000106754050239064 0.000106754050239064 0.000110827298395721 0.000110904646454664 0.000114960024983961 0.000100025211747455 0.000100025211747455 0.000100175079386956 0.000100287339948845 0.000100298141367304 0.000101065520781758 0.000101115543462134 0.000101186488393399 0.061725 0.061725 0.13348 0.061725 0.036354 0.061725 0.16762 0.036354 3.0348e-67 0.13348 0.061725 0.16762 0.036354 0.061725 0.13348 0.18297 0.13348 0.16762 0.036354 0.061725 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