tcga_participant_barcode CLI_years_to_birth CLI_vital_status CLI_days_to_death CLI_days_to_last_followup CLI_tumor_tissue_site CLI_pathologic_stage CLI_pathology_T_stage CLI_pathology_N_stage CLI_pathology_M_stage 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_number_pack_years_smoked CLI_year_of_tobacco_smoking_onset CLI_race CLI_ethnicity 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_ARHGAP33_cosmic SMG_mutsig2.0_ARPC2 SMG_mutsig2.0_ASAP1 SMG_mutsig2.0_ASRGL1 SMG_mutsig2.0_ATN1 SMG_mutsig2.0_ATP2A1 SMG_mutsig2.0_ATP2A3 SMG_mutsig2.0_BAP1 SMG_mutsig2.0_BIN2 SMG_mutsig2.0_BMF SMG_mutsig2.0_BMP8A SMG_mutsig2.0_BRAP SMG_mutsig2.0_C16orf78_cosmic SMG_mutsig2.0_C1S SMG_mutsig2.0_C4orf47 SMG_mutsig2.0_C9orf171_cosmic SMG_mutsig2.0_CAMTA2 SMG_mutsig2.0_CARKD_cosmic SMG_mutsig2.0_CCDC136 SMG_mutsig2.0_CCDC18 SMG_mutsig2.0_CCDC91 SMG_mutsig2.0_CCDC97 SMG_mutsig2.0_CD4 SMG_mutsig2.0_CDC42EP3 SMG_mutsig2.0_CDHR1 SMG_mutsig2.0_CDK4 SMG_mutsig2.0_CECR1 SMG_mutsig2.0_CELF3 SMG_mutsig2.0_CES1 SMG_mutsig2.0_CHSY1 SMG_mutsig2.0_CIB3 SMG_mutsig2.0_CPB2 SMG_mutsig2.0_CPOX SMG_mutsig2.0_CRYBB1 SMG_mutsig2.0_CSK_cosmic SMG_mutsig2.0_CXorf23_cosmic SMG_mutsig2.0_DAB1 SMG_mutsig2.0_DCAF11 SMG_mutsig2.0_DCDC1 SMG_mutsig2.0_DHRSX SMG_mutsig2.0_DNMT1 SMG_mutsig2.0_DNMT3A SMG_mutsig2.0_DPEP2 SMG_mutsig2.0_DPP3 SMG_mutsig2.0_DPYSL4_cosmic SMG_mutsig2.0_ECHDC2_cosmic SMG_mutsig2.0_EDIL3 SMG_mutsig2.0_EFNB3 SMG_mutsig2.0_EGFR_cosmic SMG_mutsig2.0_EGR1 SMG_mutsig2.0_EHD4 SMG_mutsig2.0_ELOVL5 SMG_mutsig2.0_EMG1 SMG_mutsig2.0_EMP2 SMG_mutsig2.0_EMR3 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_FAM98C SMG_mutsig2.0_FAP SMG_mutsig2.0_FBXO24 SMG_mutsig2.0_FBXO7 SMG_mutsig2.0_FCHSD1 SMG_mutsig2.0_FLG2 SMG_mutsig2.0_FZR1_cosmic SMG_mutsig2.0_GALNT7_cosmic SMG_mutsig2.0_GCDH SMG_mutsig2.0_GLOD4 SMG_mutsig2.0_GLT8D2 SMG_mutsig2.0_GMEB1 SMG_mutsig2.0_GPI SMG_mutsig2.0_GSTCD SMG_mutsig2.0_GUF1 SMG_mutsig2.0_HOXA3 SMG_mutsig2.0_HPS3 SMG_mutsig2.0_HSPA2_cosmic SMG_mutsig2.0_ICT1 SMG_mutsig2.0_IFNB1_cosmic SMG_mutsig2.0_IGSF3 SMG_mutsig2.0_IGSF5 SMG_mutsig2.0_IMPA2_cosmic SMG_mutsig2.0_INPP5E_cosmic SMG_mutsig2.0_IP6K2 SMG_mutsig2.0_KCNK1_cosmic SMG_mutsig2.0_KCTD21 SMG_mutsig2.0_KDM5C SMG_mutsig2.0_KIAA0408 SMG_mutsig2.0_KIAA1919 SMG_mutsig2.0_KIF15 SMG_mutsig2.0_KIF16B_cosmic SMG_mutsig2.0_KLHL7 SMG_mutsig2.0_KLK10_cosmic SMG_mutsig2.0_KRTAP26-1 SMG_mutsig2.0_LDLRAP1 SMG_mutsig2.0_LETM1 SMG_mutsig2.0_LETMD1 SMG_mutsig2.0_LMO7 SMG_mutsig2.0_MARK4 SMG_mutsig2.0_MAX SMG_mutsig2.0_METTL3 SMG_mutsig2.0_MKX SMG_mutsig2.0_MPO SMG_mutsig2.0_MRPL10 SMG_mutsig2.0_MTFR1 SMG_mutsig2.0_MTOR SMG_mutsig2.0_MUC4 SMG_mutsig2.0_MYF6_cosmic SMG_mutsig2.0_NACA SMG_mutsig2.0_NAPSA SMG_mutsig2.0_NAT8 SMG_mutsig2.0_NCKIPSD 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_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_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_PHACTR1 SMG_mutsig2.0_PHC2 SMG_mutsig2.0_PHYH SMG_mutsig2.0_PIK3CA SMG_mutsig2.0_PKD2 SMG_mutsig2.0_PLOD3 SMG_mutsig2.0_POLR2F 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_PRODH_cosmic SMG_mutsig2.0_PROX1 SMG_mutsig2.0_PTCH1_cosmic SMG_mutsig2.0_PTEN SMG_mutsig2.0_PTGER3 SMG_mutsig2.0_PXMP2 SMG_mutsig2.0_RALB_cosmic SMG_mutsig2.0_RALGAPA1 SMG_mutsig2.0_RANBP2 SMG_mutsig2.0_RASAL1 SMG_mutsig2.0_RBM23 SMG_mutsig2.0_RBPJL SMG_mutsig2.0_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_RSU1 SMG_mutsig2.0_SCN4A SMG_mutsig2.0_SCYL1_cosmic SMG_mutsig2.0_SDHAF2 SMG_mutsig2.0_SEMA4F SMG_mutsig2.0_SETD2 SMG_mutsig2.0_SHANK1 SMG_mutsig2.0_SIRT4 SMG_mutsig2.0_SLC12A2 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_SLC9A5 SMG_mutsig2.0_SMARCA4_cosmic SMG_mutsig2.0_SMARCB1_cosmic SMG_mutsig2.0_SMG7 SMG_mutsig2.0_SNRNP70 SMG_mutsig2.0_SNX29 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_TAS2R3 SMG_mutsig2.0_TATDN2 SMG_mutsig2.0_TBC1D8B SMG_mutsig2.0_TCEB1 SMG_mutsig2.0_TCF12 SMG_mutsig2.0_TESK1 SMG_mutsig2.0_THBS1 SMG_mutsig2.0_TIMP3 SMG_mutsig2.0_TMEM145 SMG_mutsig2.0_TMEM229A SMG_mutsig2.0_TMEM47_cosmic SMG_mutsig2.0_TNFSF10 SMG_mutsig2.0_TP53 SMG_mutsig2.0_TRH SMG_mutsig2.0_TSKS SMG_mutsig2.0_TSPAN19 SMG_mutsig2.0_TTF2 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_ZKSCAN1 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_ZNF625 SMG_mutsig2.0_ZNF70 SMG_mutsig2.0_ZNF800 SMG_mutsig2.0_ZNHIT1_cosmic SMG_mutsig.CV_ACAD10 SMG_mutsig.CV_ADAM28_cosmic SMG_mutsig.CV_ADCY8_cosmic SMG_mutsig.CV_AGAP3 SMG_mutsig.CV_AMHR2 SMG_mutsig.CV_ANGPTL6 SMG_mutsig.CV_ANKRD23 SMG_mutsig.CV_ANKRD42 SMG_mutsig.CV_ARAP3 SMG_mutsig.CV_ARHGAP33_cosmic SMG_mutsig.CV_ARPC2 SMG_mutsig.CV_ASAP1 SMG_mutsig.CV_ATN1 SMG_mutsig.CV_BAP1 SMG_mutsig.CV_BMF SMG_mutsig.CV_C16orf78_cosmic SMG_mutsig.CV_C1S SMG_mutsig.CV_C9orf171_cosmic SMG_mutsig.CV_CAMTA2 SMG_mutsig.CV_CARKD_cosmic SMG_mutsig.CV_CCDC136 SMG_mutsig.CV_CCDC91 SMG_mutsig.CV_CCDC97 SMG_mutsig.CV_CCNA1 SMG_mutsig.CV_CD4 SMG_mutsig.CV_CDHR1 SMG_mutsig.CV_CDK4 SMG_mutsig.CV_CECR1 SMG_mutsig.CV_CERCAM SMG_mutsig.CV_CES1 SMG_mutsig.CV_CFDP1 SMG_mutsig.CV_CHSY1 SMG_mutsig.CV_CIB3 SMG_mutsig.CV_COL5A3 SMG_mutsig.CV_CPOX SMG_mutsig.CV_CRYBB1 SMG_mutsig.CV_CSK_cosmic SMG_mutsig.CV_CXorf23_cosmic SMG_mutsig.CV_DCAF11 SMG_mutsig.CV_DCDC1 SMG_mutsig.CV_DHX35 SMG_mutsig.CV_DNAH3 SMG_mutsig.CV_DNAH7 SMG_mutsig.CV_DNMT1 SMG_mutsig.CV_DNMT3A SMG_mutsig.CV_DPCR1 SMG_mutsig.CV_DPEP2 SMG_mutsig.CV_DPP3 SMG_mutsig.CV_DPYSL4_cosmic SMG_mutsig.CV_EAPP 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_EIF1 SMG_mutsig.CV_ELOVL5 SMG_mutsig.CV_EMG1 SMG_mutsig.CV_EMP2 SMG_mutsig.CV_EMR3 SMG_mutsig.CV_ENO1_cosmic SMG_mutsig.CV_F2RL1_cosmic SMG_mutsig.CV_FAM122C SMG_mutsig.CV_FAM200A SMG_mutsig.CV_FBXO24 SMG_mutsig.CV_FCHSD1 SMG_mutsig.CV_FGG SMG_mutsig.CV_FSTL4 SMG_mutsig.CV_FZR1_cosmic SMG_mutsig.CV_GABRQ SMG_mutsig.CV_GALNT7_cosmic SMG_mutsig.CV_GSTCD SMG_mutsig.CV_HMCN1 SMG_mutsig.CV_HOXA3 SMG_mutsig.CV_HPS3 SMG_mutsig.CV_HSPA2_cosmic SMG_mutsig.CV_HSPA4 SMG_mutsig.CV_IDH2 SMG_mutsig.CV_IFNB1_cosmic SMG_mutsig.CV_IGDCC4 SMG_mutsig.CV_IGFBP7 SMG_mutsig.CV_IMPA2_cosmic SMG_mutsig.CV_INPP5E_cosmic SMG_mutsig.CV_ITGAD SMG_mutsig.CV_KCNK1_cosmic SMG_mutsig.CV_KDM5C SMG_mutsig.CV_KIF16B_cosmic SMG_mutsig.CV_KLK10_cosmic SMG_mutsig.CV_LARP6 SMG_mutsig.CV_LDLRAP1 SMG_mutsig.CV_LETMD1 SMG_mutsig.CV_M6PR SMG_mutsig.CV_MAP4K5 SMG_mutsig.CV_MAP7D1 SMG_mutsig.CV_MARK4 SMG_mutsig.CV_MRPL10 SMG_mutsig.CV_MRRF SMG_mutsig.CV_MTMR3 SMG_mutsig.CV_MTOR SMG_mutsig.CV_MYF6_cosmic SMG_mutsig.CV_MYL10 SMG_mutsig.CV_NAPSA SMG_mutsig.CV_NAT8 SMG_mutsig.CV_NCOA2 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 SMG_mutsig.CV_NFATC2 SMG_mutsig.CV_NPL SMG_mutsig.CV_NSFL1C SMG_mutsig.CV_ONECUT2_cosmic SMG_mutsig.CV_OR10G3_cosmic SMG_mutsig.CV_OR4D1 SMG_mutsig.CV_OR4D11 SMG_mutsig.CV_OSBPL3 SMG_mutsig.CV_PBRM1 SMG_mutsig.CV_PCGF1 SMG_mutsig.CV_PCGF2 SMG_mutsig.CV_PDE4C SMG_mutsig.CV_PDE9A SMG_mutsig.CV_PDLIM4 SMG_mutsig.CV_PHACTR1 SMG_mutsig.CV_PHYH SMG_mutsig.CV_PIK3CA_cosmic SMG_mutsig.CV_PKD2 SMG_mutsig.CV_PLOD3 SMG_mutsig.CV_POLR2F SMG_mutsig.CV_PPP1R7 SMG_mutsig.CV_PRB1 SMG_mutsig.CV_PRDX5_cosmic SMG_mutsig.CV_PREP SMG_mutsig.CV_PRKAA2 SMG_mutsig.CV_PRKAG2_cosmic SMG_mutsig.CV_PRODH_cosmic SMG_mutsig.CV_PTCH1_cosmic SMG_mutsig.CV_PTEN SMG_mutsig.CV_PTPRN SMG_mutsig.CV_PXMP2 SMG_mutsig.CV_RALB_cosmic SMG_mutsig.CV_RBM23 SMG_mutsig.CV_RBPJL SMG_mutsig.CV_RELA SMG_mutsig.CV_RIN1_cosmic SMG_mutsig.CV_RNASE3 SMG_mutsig.CV_RNF113B_cosmic SMG_mutsig.CV_RNF144A_cosmic SMG_mutsig.CV_RNF38 SMG_mutsig.CV_RPS6KA1 SMG_mutsig.CV_RRAS2 SMG_mutsig.CV_SAG SMG_mutsig.CV_SCYL1_cosmic SMG_mutsig.CV_SDHAF2 SMG_mutsig.CV_SEMA4F SMG_mutsig.CV_SETD2 SMG_mutsig.CV_SIRT4 SMG_mutsig.CV_SLC13A2 SMG_mutsig.CV_SLC14A1_cosmic SMG_mutsig.CV_SLC1A7_cosmic SMG_mutsig.CV_SLC26A4 SMG_mutsig.CV_SLC30A9 SMG_mutsig.CV_SLC4A5 SMG_mutsig.CV_SLC6A7 SMG_mutsig.CV_SMARCA4 SMG_mutsig.CV_SMARCB1_cosmic SMG_mutsig.CV_SMARCC2 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_STXBP3_cosmic SMG_mutsig.CV_SYNE1_cosmic SMG_mutsig.CV_TAS2R3 SMG_mutsig.CV_TFDP2 SMG_mutsig.CV_TMEM145 SMG_mutsig.CV_TMEM47_cosmic SMG_mutsig.CV_TMOD1 SMG_mutsig.CV_TP53 SMG_mutsig.CV_TSKS SMG_mutsig.CV_TSPAN19 SMG_mutsig.CV_TUBAL3 SMG_mutsig.CV_VCL_cosmic SMG_mutsig.CV_VHL SMG_mutsig.CV_VSIG2 SMG_mutsig.CV_VWA3B SMG_mutsig.CV_ZBTB7C SMG_mutsig.CV_ZDHHC1 SMG_mutsig.CV_ZDHHC5 SMG_mutsig.CV_ZFYVE26_cosmic SMG_mutsig.CV_ZMAT2 SMG_mutsig.CV_ZNF280A SMG_mutsig.CV_ZNF521_cosmic SMG_mutsig.CV_ZNF532_cosmic SMG_mutsig.CV_ZNF625 SMG_mutsig.CV_ZNF70 SMG_mutsig.CV_ZNHIT1_cosmic SMG_mutsig.2CV_ADAM28_cosmic SMG_mutsig.2CV_ADCY8_cosmic SMG_mutsig.2CV_ARAP3_cosmic SMG_mutsig.2CV_ARHGAP33_cosmic SMG_mutsig.2CV_ATM SMG_mutsig.2CV_C16orf78_cosmic SMG_mutsig.2CV_C9orf171_cosmic SMG_mutsig.2CV_CARKD_cosmic SMG_mutsig.2CV_CSK_cosmic SMG_mutsig.2CV_CXorf23_cosmic SMG_mutsig.2CV_DPYSL4_cosmic SMG_mutsig.2CV_ECHDC2_cosmic SMG_mutsig.2CV_EDIL3_cosmic SMG_mutsig.2CV_EGFR_cosmic SMG_mutsig.2CV_ENO1_cosmic SMG_mutsig.2CV_F2RL1_cosmic SMG_mutsig.2CV_FAM200A SMG_mutsig.2CV_FZR1_cosmic SMG_mutsig.2CV_GALNT7_cosmic SMG_mutsig.2CV_GPR50 SMG_mutsig.2CV_HSPA2_cosmic SMG_mutsig.2CV_IFNB1_cosmic SMG_mutsig.2CV_IMPA2_cosmic SMG_mutsig.2CV_INPP5E_cosmic SMG_mutsig.2CV_KCNK1_cosmic SMG_mutsig.2CV_KDM5C SMG_mutsig.2CV_KIF16B_cosmic SMG_mutsig.2CV_KLK10_cosmic SMG_mutsig.2CV_MTOR SMG_mutsig.2CV_MYF6_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_NUDT11 SMG_mutsig.2CV_ONECUT2_cosmic SMG_mutsig.2CV_OR10G3_cosmic SMG_mutsig.2CV_PBRM1 SMG_mutsig.2CV_PDLIM4_cosmic SMG_mutsig.2CV_PIK3CA SMG_mutsig.2CV_PRDX5_cosmic SMG_mutsig.2CV_PRKAG2_cosmic SMG_mutsig.2CV_PRODH_cosmic SMG_mutsig.2CV_PTCH1_cosmic SMG_mutsig.2CV_PTEN SMG_mutsig.2CV_RALB_cosmic 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_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_TFDP2 SMG_mutsig.2CV_TMEM47_cosmic SMG_mutsig.2CV_TP53 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_ZNHIT1_cosmic rate_non rate_sil SMG_A2ML1_mRNA SMG_ABCC1_mRNA SMG_ACAD10_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_ARHGAP33_mRNA SMG_ARPC2_mRNA SMG_ASAP1_mRNA SMG_ASRGL1_mRNA SMG_ATM_mRNA SMG_ATN1_mRNA SMG_ATP2A1_mRNA SMG_ATP2A3_mRNA SMG_BAP1_mRNA SMG_BIN2_mRNA SMG_BMF_mRNA SMG_BMP8A_mRNA SMG_BRAP_mRNA SMG_C1S_mRNA SMG_C4orf47_mRNA SMG_C9orf171_mRNA SMG_CAMTA2_mRNA SMG_CARKD_mRNA SMG_CCDC136_mRNA SMG_CCDC18_mRNA SMG_CCDC91_mRNA SMG_CCDC97_mRNA SMG_CCNA1_mRNA SMG_CD4_mRNA SMG_CDC42EP3_mRNA SMG_CDHR1_mRNA SMG_CDK4_mRNA SMG_CECR1_mRNA SMG_CELF3_mRNA SMG_CERCAM_mRNA SMG_CES1_mRNA SMG_CFDP1_mRNA SMG_CHSY1_mRNA SMG_COL5A3_mRNA SMG_CPB2_mRNA SMG_CPOX_mRNA SMG_CRYBB1_mRNA SMG_CSK_mRNA SMG_CXorf23_mRNA SMG_DAB1_mRNA SMG_DCAF11_mRNA SMG_DCDC1_mRNA SMG_DHRSX_mRNA SMG_DHX35_mRNA SMG_DNAH3_mRNA SMG_DNAH7_mRNA SMG_DNMT1_mRNA SMG_DNMT3A_mRNA SMG_DPCR1_mRNA SMG_DPEP2_mRNA SMG_DPP3_mRNA SMG_DPYSL4_mRNA SMG_EAPP_mRNA SMG_ECHDC2_mRNA SMG_EDIL3_mRNA SMG_EFNB3_mRNA SMG_EGFR_mRNA SMG_EGR1_mRNA SMG_EHD4_mRNA SMG_EIF1_mRNA SMG_ELOVL5_mRNA SMG_EMG1_mRNA SMG_EMP2_mRNA SMG_EMR3_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_FCHSD1_mRNA SMG_FGG_mRNA SMG_FLG2_mRNA SMG_FSTL4_mRNA SMG_FZR1_mRNA SMG_GABRQ_mRNA SMG_GALNT7_mRNA SMG_GCDH_mRNA SMG_GLOD4_mRNA SMG_GLT8D2_mRNA SMG_GMEB1_mRNA SMG_GPI_mRNA SMG_GSTCD_mRNA SMG_GUF1_mRNA SMG_HMCN1_mRNA SMG_HOXA3_mRNA SMG_HPS3_mRNA SMG_HSPA2_mRNA SMG_HSPA4_mRNA SMG_ICT1_mRNA SMG_IDH2_mRNA SMG_IFNB1_mRNA SMG_IGDCC4_mRNA SMG_IGFBP7_mRNA SMG_IGSF3_mRNA SMG_IGSF5_mRNA SMG_IMPA2_mRNA SMG_INPP5E_mRNA SMG_IP6K2_mRNA SMG_ITGAD_mRNA SMG_KCNK1_mRNA SMG_KCTD21_mRNA SMG_KDM5C_mRNA SMG_KIAA1919_mRNA SMG_KIF15_mRNA SMG_KIF16B_mRNA SMG_KLHL7_mRNA SMG_KLK10_mRNA SMG_LARP6_mRNA SMG_LDLRAP1_mRNA SMG_LETM1_mRNA SMG_LETMD1_mRNA SMG_LMO7_mRNA SMG_M6PR_mRNA SMG_MAP4K5_mRNA SMG_MAP7D1_mRNA SMG_MARK4_mRNA SMG_MAX_mRNA SMG_METTL3_mRNA SMG_MKX_mRNA SMG_MPO_mRNA SMG_MRPL10_mRNA SMG_MRRF_mRNA SMG_MTFR1_mRNA SMG_MTMR3_mRNA SMG_MTOR_mRNA SMG_MUC4_mRNA SMG_NACA_mRNA SMG_NAPSA_mRNA SMG_NAT8_mRNA SMG_NCKIPSD_mRNA SMG_NCOA2_mRNA SMG_NDUFA3_mRNA SMG_NEFH_mRNA SMG_NEK8_mRNA SMG_NETO2_mRNA SMG_NF1_mRNA SMG_NF2_mRNA SMG_NFATC2_mRNA SMG_NFE2L2_mRNA SMG_NHP2L1_mRNA SMG_NPL_mRNA SMG_NPNT_mRNA SMG_NSFL1C_mRNA SMG_NUDT11_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_PDE4C_mRNA SMG_PDE9A_mRNA SMG_PDLIM4_mRNA SMG_PHACTR1_mRNA SMG_PHC2_mRNA SMG_PHYH_mRNA SMG_PIK3CA_mRNA SMG_PKD2_mRNA SMG_PLOD3_mRNA SMG_POLR2F_mRNA SMG_PPP1R7_mRNA SMG_PRDM4_mRNA SMG_PRDX5_mRNA SMG_PREP_mRNA SMG_PRKAA2_mRNA SMG_PRKAG2_mRNA SMG_PRODH_mRNA SMG_PROX1_mRNA SMG_PTCH1_mRNA SMG_PTEN_mRNA SMG_PTGER3_mRNA SMG_PTPRN_mRNA SMG_PXMP2_mRNA SMG_RALB_mRNA SMG_RALGAPA1_mRNA SMG_RANBP2_mRNA SMG_RASAL1_mRNA SMG_RBM23_mRNA SMG_RELA_mRNA SMG_RIN1_mRNA SMG_RNASE3_mRNA SMG_RNF113B_mRNA SMG_RNF144A_mRNA SMG_RNF168_mRNA SMG_RNF38_mRNA SMG_RPS6KA1_mRNA SMG_RRAS2_mRNA SMG_RSU1_mRNA SMG_SCN4A_mRNA SMG_SCYL1_mRNA SMG_SDHAF2_mRNA SMG_SEMA4F_mRNA SMG_SETD2_mRNA SMG_SHANK1_mRNA SMG_SIRT4_mRNA SMG_SLC12A2_mRNA SMG_SLC13A2_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_SLC9A5_mRNA SMG_SMARCA4_mRNA SMG_SMARCB1_mRNA SMG_SMARCC2_mRNA SMG_SMG7_mRNA SMG_SNRNP70_mRNA SMG_SNX29_mRNA SMG_SORD_mRNA SMG_SPATA13_mRNA SMG_SPDYE3_mRNA SMG_SPRED1_mRNA SMG_SPRY4_mRNA SMG_STXBP3_mRNA SMG_SYNE1_mRNA SMG_TAGLN3_mRNA SMG_TAS2R3_mRNA SMG_TATDN2_mRNA SMG_TBC1D8B_mRNA SMG_TCEB1_mRNA SMG_TCF12_mRNA SMG_TESK1_mRNA SMG_TFDP2_mRNA SMG_THBS1_mRNA SMG_TIMP3_mRNA SMG_TMEM145_mRNA SMG_TMEM47_mRNA SMG_TMOD1_mRNA SMG_TNFSF10_mRNA SMG_TP53_mRNA SMG_TRH_mRNA SMG_TSKS_mRNA SMG_TSPAN19_mRNA SMG_TTF2_mRNA SMG_TUBAL3_mRNA SMG_UBA5_mRNA SMG_UBXN7_mRNA SMG_UHRF2_mRNA SMG_ULK3_mRNA SMG_VCL_mRNA SMG_VHL_mRNA SMG_VPS33A_mRNA SMG_VSIG2_mRNA SMG_VWA3B_mRNA SMG_WASL_mRNA SMG_WFDC3_mRNA SMG_XKR6_mRNA SMG_YIF1A_mRNA SMG_ZADH2_mRNA SMG_ZBTB39_mRNA SMG_ZBTB7C_mRNA SMG_ZDHHC1_mRNA SMG_ZDHHC5_mRNA SMG_ZFYVE26_mRNA SMG_ZKSCAN1_mRNA SMG_ZMAT2_mRNA SMG_ZNF512_mRNA SMG_ZNF521_mRNA SMG_ZNF532_mRNA SMG_ZNF625_mRNA SMG_ZNF70_mRNA SMG_ZNF800_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 male 2013 NA no 100 kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 1 1 1 1 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 -0.6727725 10.1273036 9.5928278 10.1545554 6.7366035 3.0276495 10.7948182 7.6421810 NA 1.7112746 5.3044928 8.2310944 10.4160008 7.4769600 11.9067643 10.0953969 11.2523961 9.9638372 11.6477312 2.9121708 9.8875454 10.3777415 7.5703863 8.2189962 6.8663714 8.7866444 11.0661493 6.9710687 0.3272275 10.2755798 10.1409938 3.3272131 4.7538131 8.2667917 9.4705958 -0.6727725 9.9647431 9.7087556 10.1232522 10.6775993 10.4429066 NA 10.8678251 4.9121756 10.5127076 10.8130419 9.3986751 NA 7.6400952 2.3271987 10.5219695 7.5021380 -0.6727725 10.7383263 NA 8.2697270 8.3606355 -0.6727725 5.2579497 9.3770613 8.5195053 NA 7.5170371 9.0937416 3.0276495 9.5798780 10.5769187 9.1695630 6.0137124 12.2742504 13.2654138 10.6423621 14.2078962 10.3426276 9.5548286 10.2212724 1.3272275 16.1653948 NA 8.4564957 10.1616837 4.6847626 7.2755798 8.7513790 7.2929970 3.0276495 11.5231999 8.2528858 1.3272275 NA 5.5751399 10.0397397 2.4971269 7.7701564 8.4996402 10.5145646 6.6935343 6.4870843 13.3906077 7.0551327 9.2445848 8.8330242 7.5560316 10.3117379 7.4971373 10.4940034 8.7492775 11.6117476 NA 3.2341027 14.8564906 9.7011652 0.9121900 12.2014255 8.3523520 10.1632630 1.6491556 8.8875454 7.3606355 10.6235553 7.3495802 4.2341027 9.0754053 9.1019996 2.4971269 9.0821001 8.8721771 9.2067958 10.7275584 10.0466014 11.2976852 9.4744176 10.7254219 9.9719703 10.5463811 8.6946494 3.7195339 1.6491556 10.2908312 8.6536423 9.0905909 10.0084510 9.5668112 4.5751429 13.9690950 8.2129088 13.8690352 10.2310944 7.1789616 9.8750711 3.0276495 6.4870843 10.0397397 9.9252651 9.9674576 3.2341027 11.5951141 11.2117648 6.7784241 9.9215372 11.4298445 3.4971397 9.1296158 3.4971397 -0.6727725 0.9121900 NA 8.5342270 10.5281112 8.9602079 8.9800576 10.1070387 5.2341027 9.6045000 7.0276528 4.6847626 12.0544949 10.1672037 7.8932669 10.7993958 11.5751401 9.5678371 11.0551331 9.6670626 12.3386146 8.6603678 10.1921726 9.1616837 10.5775111 1.3272275 7.9271255 10.4858223 10.0317647 3.0276495 8.2942081 11.2994745 8.4383482 10.9737713 9.1167463 10.4040283 10.9419224 7.2814089 NA NA 8.9836375 5.9996370 9.8220682 9.9872086 8.8330242 10.5822412 8.0987022 10.9597671 9.6389609 8.2490537 9.8537119 2.3271987 4.6847626 8.9907708 4.4564973 7.1664162 1.3272275 3.1345660 5.8029454 1.9121900 10.4448558 6.5268857 7.1281129 9.2886624 6.8293676 NA 4.7866434 11.1337623 10.8507746 11.0071325 11.0027287 11.7968544 10.0337086 7.6626029 7.5417742 6.4109584 10.3845275 11.9100603 9.6978999 10.8678251 1.3272275 NA 9.9996380 7.9746710 9.4539171 9.9889907 9.8369876 8.0551333 13.0189561 14.3103844 7.6126149 11.2520251 8.0053904 12.4693197 9.6726179 1.9121900 0.9121900 0.3272275 6.1851946 NA 10.2661306 6.5939991 9.0448891 9.6137703 10.6417959 8.0887639 8.7968952 4.8190652 -0.6727725 10.5614313 4.4971397 3.3272131 9.2653220 9.2667919 7.0276528 5.3044928 8.3044923 11.0306837 9.5524201 7.7238172 11.2284566 9.7421620 7.7618411 9.7794539 4.2541632 7.2401015 8.4794974 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 362 kidney stage i t1b nx mx female 2013 NA no NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 2 2 1 1 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 2.8105871 10.5421569 11.1939488 9.9390670 6.6492964 0.1100959 10.0715868 5.5014232 NA 4.3862591 4.2800655 8.1297276 8.5426790 7.3437569 11.5494486 9.5269346 10.8865701 10.2290782 11.6495383 3.2800655 8.9414444 11.0952675 7.5695686 7.5939528 6.1435608 9.0079826 12.9981193 1.1101628 -0.8897704 10.0034386 10.7768049 3.7539895 4.8914970 8.1896220 8.9540581 1.6951030 9.9820424 8.0672391 3.6951030 10.9673406 11.4351614 NA 8.6079890 7.9712239 9.8683604 8.9398598 8.2974890 -0.8897704 8.3932253 4.9174938 10.1234598 8.2342584 -0.8897704 11.0988573 1.1101628 9.3796262 8.8018807 NA 5.0170266 9.1896220 8.0319779 3.9174890 5.8914970 10.5337783 -0.8897704 9.4024587 11.1342379 5.0643354 2.2800655 8.3954005 13.9959765 10.5700810 14.2909010 10.2731578 8.7266858 8.2850628 NA 14.7397499 NA 8.1654196 8.6531690 4.8380593 7.3909075 8.0701392 3.1975981 2.7295528 11.6463843 8.3001841 7.2850628 NA 9.9398598 9.8044950 NA 7.8448470 8.9303160 11.0192802 4.6950974 6.8980402 13.4698867 6.8980402 9.1856163 6.0526506 8.2419941 9.4098947 10.3116484 10.8105769 8.9414444 13.3895301 NA 7.3533109 14.8598494 10.1654196 0.1100959 13.3823295 8.7266858 10.6420059 11.0834757 10.1331984 7.9174920 11.2522442 8.1896220 1.4320508 8.3171516 9.5227071 0.6951030 9.9174920 9.8541300 10.6965078 10.5551520 9.8260991 11.8141834 9.3268829 11.0087385 9.7458553 10.2881794 9.0548930 3.1101293 1.1101628 9.8174963 8.9634467 9.3475981 10.4150588 10.2355506 3.3580586 13.2473684 7.1101367 11.2075109 10.5654644 7.9142679 10.2769279 2.4320775 7.5237650 5.6799923 10.7458552 10.2579780 3.6336986 11.7609398 10.9977385 10.6918085 6.9366850 10.6903957 2.4320775 9.8207111 5.6019906 3.1975981 0.1100959 NA 7.6415186 10.1775715 9.6258370 7.9142679 10.0979198 5.3580657 9.9743232 5.6492964 6.7394944 12.2269684 10.7918148 8.3628026 11.2747298 10.2153909 9.7599950 10.0482464 9.5685437 12.7376710 9.0170277 9.6502652 8.8140405 10.5598016 7.0170277 8.3122608 11.1255522 3.2800655 0.1100959 9.1571109 10.6570316 8.5878953 10.5200584 8.6356579 10.3885866 10.2219248 5.0170266 -0.8897704 NA 9.1815995 6.3389556 9.4588653 9.9657843 9.4709842 9.9750971 4.6950974 11.1129591 9.4992306 7.8650249 10.5598016 2.6951030 5.1101377 8.4632840 6.5939528 7.1269450 2.5695640 4.0643310 3.2800655 2.8105871 10.9438178 3.5024579 5.6019906 7.5654647 7.0185897 2.9174890 3.9681184 11.3137910 10.8049303 11.1276415 10.4786435 12.0712250 11.5253507 9.4024587 8.3556898 6.6172970 9.3036625 8.9805018 10.2763002 10.3669356 3.3580586 0.1100959 10.2850628 7.6531690 9.3604356 10.0701391 9.9812723 8.0959793 11.2130970 14.0446112 NA 10.4410540 8.1090095 9.0657869 9.0260165 NA 1.1101628 -0.8897704 7.9835814 -0.8897704 9.7258955 6.9988803 8.8633537 10.1708330 11.3350432 9.1297279 8.9951775 2.6951030 1.6951030 10.8372067 3.3580586 4.2800655 10.2206204 10.1633843 6.3670530 8.5939528 8.5322020 11.1836093 9.8600065 8.2598845 10.6139628 8.9743234 5.7966367 9.3909080 3.8893957 6.8980402 8.1708329 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 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 1 3 NA 2 2 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 10.51342926 8.38752669 10.04496535 8.19965223 NA 9.66461474 10.22236372 NA 0.31892416 4.90788571 8.54975079 8.37183283 7.50523198 11.75402467 9.90399403 10.49025503 11.80541842 11.62497137 2.85726444 7.98654291 9.83372170 7.93560118 6.34452495 5.99241950 8.41403952 11.76593121 7.71878971 NA 10.26907348 9.76586687 1.37183762 5.85725947 9.21229623 9.23105722 NA 10.46247477 8.32835449 11.24773589 10.85564880 10.42819977 NA 9.44436766 2.21983452 9.46247467 10.51138432 7.88279465 0.04990952 8.09702869 0.04990952 10.13138833 8.27149197 NA 9.92181015 1.82810347 8.38975479 7.70454071 1.04990952 7.02144863 9.19456309 8.33067581 1.63487202 6.18945692 9.02001069 -0.95009048 9.40084401 10.52665113 10.83249369 3.85726444 11.50108510 12.04779005 9.78884164 14.65778422 10.46775745 9.34647695 8.50933639 3.37183762 16.40146533 NA 8.93101875 10.12002580 5.00410134 7.70811618 8.71524098 2.50934114 1.63487202 11.80958507 7.72529740 NA 1.63487202 -0.95009048 9.27511230 0.63487202 9.09293231 8.06113192 10.73509166 4.60449244 7.02144863 13.54707065 8.69556343 9.32951539 8.84106769 6.47616942 11.23644634 7.12136774 10.64749198 9.11599403 11.27691912 NA 3.95680012 13.15499413 9.77014915 -0.95009048 12.36080166 6.90165374 9.59293667 1.63487202 9.44436766 7.55373065 10.43899847 8.19456333 4.37183065 9.31082451 9.70811635 NA 8.72056133 8.39863297 9.41622709 10.84675570 9.41184864 11.65786394 9.31903168 10.06462287 9.16624896 9.51240725 8.83588050 -0.95009048 NA 9.94699397 8.73289936 10.95077174 10.44061133 9.68652959 5.15842994 14.30567116 7.01568935 13.63310522 9.10247285 9.28352457 8.86528818 4.09429520 6.81808873 10.95265688 10.77527117 10.68788819 4.72232940 11.37927238 11.76843777 8.52361057 10.21229623 10.90243443 0.63487202 9.13670459 3.50934114 NA 1.04990952 NA 9.50625937 10.12538402 8.42276996 8.19711002 8.72041939 0.04990952 9.88595530 4.25935535 4.09429520 12.33977970 10.46511853 8.77100409 11.55497211 11.02825785 9.68743552 10.14991018 8.81145626 11.74273831 8.36051748 10.97286092 10.12002580 11.43306919 -0.95009048 7.19456284 12.31756945 12.95254947 3.29783704 8.55299525 11.61762334 8.24219757 10.87645341 7.03289869 9.19965198 10.90204425 6.98064229 1.04990952 NA 8.95529188 6.36278722 9.22233244 10.60257398 9.83126464 10.37633434 6.50111586 11.00915343 9.17789911 9.07642842 9.79137195 NA 4.04990081 9.03147212 2.37183762 4.04990081 1.85726444 3.04990952 3.13737236 NA 11.41294455 5.25935912 4.60449244 8.70811652 6.20997771 NA 3.21983452 10.47249539 10.78926358 11.39835646 10.92065491 10.88239942 10.52208803 8.96429003 8.09702869 7.50510889 11.17014277 10.81850277 10.44383154 10.69826250 0.04990952 NA 9.71168297 10.90788594 9.75726399 10.27575100 8.82798189 7.33067581 14.80249463 13.16592390 2.04990952 11.05060917 5.72105543 14.08083062 9.92795584 NA NA 1.04990952 7.88279465 -0.95009048 10.26665081 7.61595915 8.66092969 9.94244779 10.78588399 8.56560479 8.27569060 -0.95009048 NA 11.02754258 0.04990952 2.50934114 9.82962428 9.45929574 7.18433088 3.13737236 6.88279465 11.46300391 8.82798189 9.34567380 10.13537736 10.72409718 5.90788571 10.10586517 5.19517434 8.97768291 8.98211971 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 male 2005 1436 NA NA kidney clear cell renal carcinoma NA NA NA NA 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 10.0133034 9.1679936 10.2572148 8.1702926 NA 9.7274209 7.1870571 NA 0.7395889 4.3675248 7.9336635 9.9959097 8.0177789 12.0607021 10.5441137 9.2232932 11.1944971 11.7077707 4.3992326 9.7219458 9.9564894 8.3874246 7.5516291 6.1424584 8.7855649 9.8529517 5.4606345 -1.1243772 10.4685960 9.8240391 2.6830227 4.9631365 8.3554520 9.5480973 0.8757014 10.9783038 9.9959097 7.1517959 10.2116204 11.0537142 NA 9.1964723 4.0851272 10.2365189 10.9008114 8.8924803 NA 8.2485367 4.0049508 9.9451216 7.9763344 0.8757014 10.5958092 -0.1243772 8.8798923 7.8240391 2.3351116 6.0355425 9.3785036 8.1817337 NA 7.0405791 8.8443386 -1.1243772 9.7975129 10.6830268 9.4283409 5.1044918 11.3964943 10.1044905 10.8324110 13.9466313 11.1871364 8.8812963 10.6870466 3.3992395 15.8836189 NA 8.9984999 10.3524180 4.6305569 7.3715266 7.7855649 5.5899163 2.0065853 11.5847557 7.5078311 3.5195293 0.8757014 2.9631412 9.6553912 4.6305569 8.1259703 7.7885611 10.4046143 5.8298673 7.4302610 13.4193079 8.0126631 8.7689733 9.7810588 6.6700883 11.1084585 6.6504587 11.2417208 8.4031488 11.2720091 NA 0.8757014 14.0850106 9.2121785 NA 12.1436289 7.9946131 9.9478045 5.3351045 8.4718617 7.8064091 10.5869086 7.7429507 3.7825658 8.9377181 8.9173309 NA 8.3061246 8.4885403 9.7598424 10.0667311 9.9558232 11.6839383 9.9900650 10.4940573 9.0177789 10.3268830 9.2650020 1.4606377 1.6830227 9.5132023 9.1725880 10.1547485 10.3008878 9.7429505 5.8643570 13.5985327 9.6018900 12.6693768 9.4167684 9.3864361 8.8572392 4.0456002 6.5551520 11.2171907 10.6594886 9.8078867 7.0505975 12.1652960 10.6401289 8.5656699 9.9564894 10.6668348 1.8756621 9.1253662 4.6305569 2.5761109 -0.1243772 NA 9.2850628 10.4774427 9.1964723 8.0530912 9.7466760 4.7085625 9.1318806 5.4755843 5.6958519 12.2896964 10.4765139 8.9815804 11.5213303 10.5886287 8.7401521 9.9343402 9.8414562 11.0158626 8.9390670 10.6729281 9.5706477 8.4128903 3.1975981 7.8812963 11.2400801 10.9660523 0.4605853 9.3513649 11.7577417 8.9972055 10.8976929 8.3635119 10.4133756 11.0452838 6.5195278 -0.1243772 NA 8.9511509 7.0304895 10.3498848 9.7022203 8.9049591 10.7625116 8.1377668 10.6806095 9.2310229 7.2850628 9.8686102 1.6830227 3.7336580 10.1318805 2.5761109 6.9471343 2.6830227 3.1975981 4.4606312 NA 10.8583090 7.2288187 6.4903824 10.1533079 5.7229168 -1.1243772 4.3992326 10.5325436 10.5100292 11.3730248 10.9907155 10.9694195 10.8781353 8.1564426 8.2288187 6.1851946 11.1101900 11.7237079 10.5267236 11.1745936 -0.1243772 -0.1243772 9.7765386 9.6562116 8.8500865 10.5347758 9.6221862 7.1885552 13.3943865 14.2403195 0.8757014 11.1074930 7.9203118 11.7714365 9.9090949 NA NA NA 7.2850628 -1.1243772 11.0355432 7.5621722 9.4455275 10.0055989 11.6194544 8.8019679 8.8367886 4.5480975 NA 11.2155219 2.6830227 2.6830227 9.6027414 9.4196703 7.5899178 3.5761109 7.5374498 11.5834623 9.3933413 9.0355431 10.7949076 9.9656321 8.1725880 10.1116860 5.3834658 7.4070536 9.3155028 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 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA 2 2 2 NA 3 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 11.6880146 9.3746865 10.3626724 8.1426238 6.7706546 9.8161509 9.1736821 -1.1240627 1.7574927 4.7584791 8.2530481 10.6092764 7.5482624 12.0981794 11.3515707 7.9419268 11.2103900 12.1423311 3.7338207 10.2300867 10.3073349 7.8982053 8.7384747 8.0281221 8.9202314 13.1131220 6.6571970 NA 10.1414523 10.1273197 3.7827231 5.1046554 8.6323936 9.4033144 3.3352689 10.9328136 9.2947441 7.7307058 10.2240122 11.3112471 0.4607950 10.3316782 5.5623371 10.0545022 11.3626723 10.5411732 NA 8.6407088 1.8758194 10.2056337 8.4361702 4.0852887 10.4408870 2.7970753 9.1379323 8.2724422 0.8758587 6.7150408 10.0287559 9.8480991 0.4607950 6.3104656 9.8387333 2.1977711 9.1761899 9.8205493 10.7236777 6.8183521 11.9796972 12.9635488 10.9613098 13.2504014 11.2552157 8.3454793 10.1773336 -1.1240627 16.0408719 -1.1240627 8.7569512 10.2831051 4.9632984 6.7645810 7.4570377 8.3836322 2.8758390 10.8588309 7.7162378 13.0753563 1.1977396 5.7462026 9.8322134 3.6831911 8.4813167 7.5268889 10.1589257 7.3311642 7.4905469 13.9644185 8.4626773 9.2745811 10.6244495 8.2894652 10.2993840 9.2022669 10.8666504 7.8473806 12.2028285 NA 8.5952261 14.4679439 9.3676904 1.1977396 12.5588319 8.3935067 9.9378834 2.5762803 8.4342579 7.8954281 11.9109801 8.3373168 4.4608015 8.6456750 8.8545477 NA 7.6670001 8.8982050 10.4409394 9.7729265 9.7584804 11.4527845 10.0115467 10.6189887 9.8430637 10.0482648 9.0260163 4.3676926 2.8758390 9.4313852 9.1010446 10.7619149 10.4077061 10.6164614 3.8758390 13.2779167 4.9202314 11.3470045 9.1853138 10.9649567 8.7961902 4.3020997 6.5051939 10.2067542 11.5135943 10.0388580 7.1977652 11.3716674 10.4456930 10.0166671 10.5070144 10.3125489 4.0051215 9.6469140 3.0457575 3.6307200 NA -0.1242199 9.6726880 10.4803906 10.1064583 7.2595418 10.0467513 8.3974376 9.3464962 6.0255848 7.4161980 12.2106692 8.8124751 9.1773336 12.0196988 10.7504345 8.7643979 9.4149961 10.0557464 11.0060861 9.6198302 10.2546740 8.7676210 9.5614621 4.3676926 8.8271220 10.9140705 8.8043408 1.1977396 7.6847697 11.3128091 9.1034533 11.2170781 7.3716921 10.4120846 11.0454492 7.0357086 1.4607950 1.1977396 8.9659496 7.4265843 10.3444614 8.9378834 9.3332182 11.1612395 7.1704579 10.8830223 8.9553221 7.8124751 10.1813291 2.8758390 4.6037569 10.3776745 0.4607950 7.4188688 3.0457575 3.1977711 3.5718345 4.5196929 10.8452238 6.6896179 6.8531174 10.8638616 6.2735551 0.4607950 5.2852283 11.3408935 10.3244698 11.3621696 11.0662793 11.6714712 11.2700321 8.6734988 9.4544270 6.2628202 11.1490501 12.2278808 9.7213274 11.1190113 -1.1240627 0.8758587 10.2884071 8.9405802 9.5736737 11.5513534 9.4418914 8.7055602 13.1219098 13.7105553 1.6832024 10.7477425 7.3818077 11.6307248 9.9646256 -0.1242199 NA NA 7.6071564 -1.1240627 11.1667892 8.7118875 9.6456752 9.9895794 12.1797607 8.9830543 8.9725921 4.8531174 0.4607950 10.8278505 3.7338207 3.4607950 9.8190847 8.6189889 8.0179442 6.5482624 7.4607999 11.5950122 10.0687466 9.9579864 10.4294666 9.8556769 9.5969364 11.2478862 5.5762772 7.8588308 8.9486400 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 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA NA NA 2 2 1 NA 4 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.456572e-06 3.468028e-07 NA 11.0156718571 9.7561654910 9.4805018352 8.1806307545 NA 9.3692280651 8.0767888802 NA 1.4566484690 4.4818478570 8.5295012230 9.4959103758 6.6918830718 11.6198716210 10.8201023571 10.2961078189 11.1046627627 11.9735816806 3.5032215078 9.6397607024 9.9515203359 8.3523970469 8.3568067129 7.2101745329 9.1689756663 13.2730111099 5.8166381028 NA 9.8940230014 9.9799085851 3.0007211672 5.4491816681 12.4299538994 9.3987526687 -1.5842413335 11.3505556454 8.5527501628 8.7115279451 10.7861739622 11.2138257513 NA 9.5249367615 6.6872216944 10.3305178416 10.9806230137 8.9960175166 NA 8.0650153828 3.8080760893 10.2431017279 7.7149673716 -1.5842413335 10.1693392886 2.6817865669 9.1224449505 7.8545511424 0.0007211672 6.8628418927 9.7195397569 8.7766060797 1.5856836680 5.9314585048 10.1752311620 3.5032215078 8.9005818627 10.0179939853 11.4206817135 6.5242831233 12.2519040917 13.8205014581 10.4922406684 13.4210765445 11.2793645591 8.8091494456 9.3980396988 2.9393206226 15.8870611385 NA 8.2612491877 10.2186792283 4.5032215078 7.2231135886 7.5604169094 6.4269859219 1.0007211672 11.3935755825 7.7587229071 2.3226492621 3.1161983847 1.8751902852 9.4185741038 1.4157586665 9.1739821310 8.1453799196 10.3983961209 6.6636861800 7.0632170930 13.2947678394 8.3887388830 9.4213836365 8.8134336201 7.9353955087 11.1738281430 7.2612487175 11.0054101639 8.2134206784 11.6396099112 NA 9.1127264534 13.8013518439 10.0147420559 1.0007211672 11.5729480589 7.7622730642 9.1118570982 4.9549174776 8.8378237480 7.9116142926 10.7719358271 8.6601228583 4.8914920975 9.2012113798 8.9760917872 NA 7.9722652957 8.6505764566 9.9621711509 10.0591643493 10.4287326289 12.0689713632 9.2899720623 10.2725735689 9.0523835588 9.9111143584 8.1098384879 2.2231135886 0.4157586665 9.5255897123 8.9549177684 10.3819508280 10.4662879800 10.1424029709 4.1161983847 13.7018835653 9.3523970469 12.6689417206 8.7711100932 10.3234008080 8.2231140714 4.3699549769 6.7907980979 11.3368560893 11.3575402937 10.3420549948 7.6203298108 11.4430776022 10.6315953402 9.3531329279 10.8248847747 10.8674853207 2.8080760893 9.2704326972 4.5450416835 2.3226492621 -1.5842413335 NA 9.6942084730 9.8843830147 9.9818131327 7.3670433815 8.6230661095 3.4157586665 8.7286419619 4.3930385900 6.0810945837 11.9625329368 10.2202934323 9.5768909273 11.5822359938 10.9624123757 8.7000047633 9.2667272859 10.2733513019 11.0679317561 9.3234009206 10.9619300304 9.2391263840 9.4164633578 2.9393206226 8.2706275169 11.2140283059 11.6651258494 6.3873022205 9.3593799459 11.5347000796 8.3786551053 11.0768690292 8.5085162036 10.2612490701 11.0049419846 6.7149666849 1.0007211672 0.0007211672 8.3361119684 7.4269859219 10.2486490364 10.2024370677 9.3105768842 10.6939180463 6.3930385900 10.6452448366 8.8792833462 7.9294868543 10.7581115098 1.8751902852 4.7556086694 9.9851400531 0.0007211672 7.2166585664 2.6636861800 6.1705800767 3.0596148563 1.2231135886 11.1274260270 6.1436791211 6.3045019154 10.5568603624 5.7426368478 NA 3.6636861800 11.0853084620 10.1995757939 11.4210326914 11.3101978620 10.5272207974 11.1289307374 9.0721837978 9.6457434426 6.3885666968 11.0925976033 11.4309998356 9.8990709237 11.3950055860 2.1161983847 1.0007211672 9.9665058845 9.1521608514 8.8566281454 10.9846651770 9.2215027803 8.1822880718 14.0064630211 13.0335708255 2.1161983847 10.6675372784 6.4322328675 12.9797298333 10.3819039042 -0.5842413335 0.0007211672 -1.5842413335 7.6469805670 NA 10.8394343489 8.9941316408 8.9645808638 9.6306852184 11.5678854120 8.2438956266 9.5386322477 2.3226492621 -1.5842413335 11.1494099644 2.0007211672 2.8080760893 9.5731059807 9.2263305421 8.1938362888 4.5856836680 8.0451158328 11.6669455250 9.4388203320 10.0492084497 10.5128035608 9.9732227987 7.4381264796 10.8480399551 4.9235533067 7.3105764298 9.0396404307 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 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA black or african american NA 3 3 2 NA 1 3 1 2 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.947824e-06 7.629662e-07 5.8998330 10.3835978 10.0650977 10.5938155 7.1195647 0.6236796 9.7823193 6.6741019 NA 1.8533170 5.9183314 8.5455507 8.4358869 7.0831410 11.3668610 10.6342378 9.4621258 11.0079537 11.7289634 4.1783003 6.9044805 10.7552451 7.3413863 7.4785779 6.6844050 9.2539767 10.4967692 3.1472741 -1.3763204 10.3499277 10.1019737 7.4342813 5.6011052 8.4940743 9.2180343 -0.3763204 9.9160313 7.9591001 9.1034898 10.8307240 9.7269974 NA 8.7721862 3.3241481 9.8239953 9.3040690 8.2530660 NA 8.4956148 1.2086421 9.7842113 9.6293342 NA 10.4727237 3.1702936 9.7549236 8.7555666 4.0499705 7.2086723 9.7955119 8.2639546 4.7111700 4.5063544 9.4785779 2.5305952 9.1403945 8.9286312 7.5981240 7.6653686 10.7474818 11.9300562 10.0288510 13.8041627 12.6006317 8.3852610 7.4213714 2.6237030 13.4923875 -1.3763204 8.0872342 8.4246093 4.6681021 7.7886165 7.0030883 5.7529921 2.7255230 11.2992257 7.8384659 NA 2.3241481 7.5837116 9.3276133 0.6236796 8.9511387 8.4723326 11.1638376 4.8135350 6.2961343 13.1899421 7.9478900 9.9922161 8.5880505 8.3935475 9.6146857 10.4278407 11.2420951 9.2845970 12.2824790 NA 8.1354620 13.9152041 8.6321384 -0.3763204 12.7594189 8.6721965 10.1200640 1.9456452 10.0785230 8.5866056 10.9348903 8.0457744 5.7734557 11.1357093 9.6674205 -0.3763204 9.5462941 7.8331627 10.7876737 10.5021438 10.6897988 11.4952395 9.9131523 9.4699836 9.1840425 9.9405567 9.3452873 5.8716367 4.0160238 10.5923764 9.8555308 10.0437910 10.6772962 10.1888117 3.0831453 13.2609571 7.8011289 10.7305996 9.1453101 10.7011929 8.9557461 1.9456452 7.9680055 8.9091118 12.5155882 9.8734157 5.9091106 11.3289208 10.6578208 9.4878957 9.6529968 10.5662241 2.4310613 10.0480806 0.2086421 2.7936254 -1.3763204 -1.3763204 9.1935653 8.2530660 10.9557462 7.0625017 9.8629500 5.3785983 9.0943686 4.6460762 7.5574001 10.9436640 10.9065085 9.4017868 11.4754586 9.9823608 8.6765220 9.5336027 10.2124243 11.6884524 8.2711679 9.8986702 8.8380287 10.8045512 9.3727410 8.3014294 11.4424915 5.8021260 0.6236796 8.9459421 10.4890563 9.3310688 11.2932591 5.0666532 10.6691280 10.5358505 4.9456358 0.6236796 -0.3763204 8.9624461 7.3206769 10.4917605 9.2720673 9.4164999 10.3180676 5.1628666 10.5689120 9.3267481 7.8716373 11.3742073 2.4310613 5.5779061 9.3710635 2.9456452 5.8135350 1.7936462 2.7936254 1.2086421 0.6236796 11.6420837 5.5185288 7.5720772 8.6405179 7.5952530 -1.3763204 4.0160238 11.3097724 10.1085326 11.2718424 11.8568799 10.7315806 12.6928237 9.5321022 10.0890618 6.1299980 10.0025463 10.0510225 9.6769567 10.0431431 3.7936358 -1.3763204 10.0057932 8.7823194 9.1384236 11.5660409 9.2756582 8.1628686 12.1058873 12.8991067 2.5305952 10.2648582 6.0756631 9.6904716 10.7939476 -1.3763204 -1.3763204 -1.3763204 7.6598832 NA 10.1453101 9.1763786 9.9056397 9.4855719 11.9494367 9.4446863 8.9305573 2.5305952 -1.3763204 11.7981672 0.9456077 2.7111645 9.8698564 9.9445102 7.6152316 2.5305952 7.0288509 11.4836326 10.7011929 10.2156993 10.1255468 8.6612565 5.8810968 9.4326738 5.1245101 7.8160025 9.1696394 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 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA 2 2 3 NA 5 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 -0.555757 10.572823 9.538262 10.333688 9.173805 7.199072 9.671800 10.023811 NA 1.745754 4.836500 8.066236 9.910770 8.002605 12.152406 11.282600 7.653637 11.078995 11.540899 2.766107 9.481731 10.127178 8.504880 9.351074 7.363048 8.781806 14.052612 7.212368 -0.555757 9.686167 9.560528 3.351077 5.614309 9.722633 9.253148 1.766129 11.089392 9.473471 8.021612 10.681991 11.239006 -0.555757 10.044097 7.663352 9.570888 11.176775 10.347313 1.766129 9.220617 2.444190 10.108631 7.940039 -0.555757 10.168595 -0.555757 8.568305 7.797331 1.029135 5.421462 9.668185 9.256361 -0.555757 6.827888 8.810506 3.029152 9.335968 10.146356 8.963820 5.936037 11.499588 15.214512 10.954453 13.635166 11.444184 8.596469 10.556623 2.444190 15.161298 NA 8.638941 9.428602 4.531650 7.573467 7.643856 8.823562 1.444190 11.143322 9.071462 9.408525 2.444190 3.531643 9.217323 2.251537 8.586291 7.845063 9.795123 7.130685 6.710970 13.401377 7.706278 9.139412 9.420032 7.948010 10.632321 9.311462 11.080808 7.779574 11.593613 NA 8.212368 14.357728 8.959884 3.444190 10.946518 8.058894 9.882976 6.238600 9.370480 7.449808 10.758767 7.911789 4.614109 9.058894 9.245084 NA 7.998773 8.245084 9.665771 10.460296 9.116609 11.832675 10.146356 10.240223 9.286534 10.215673 9.173516 2.903617 0.444137 9.316089 8.611602 9.707594 10.458902 10.011189 4.967745 14.076043 3.251537 9.908730 8.961853 9.561827 8.745680 4.251537 5.634009 9.454012 10.867300 9.707453 6.326827 11.508415 10.425037 9.882976 10.280234 10.490626 3.903617 9.465858 5.836502 4.936035 NA NA 11.027267 8.091642 9.826808 7.715647 9.316382 6.455411 8.680198 9.313006 6.812254 11.671499 9.905663 8.814871 11.187756 11.061651 8.949718 10.028207 9.750246 10.803384 9.377874 10.332166 10.438537 5.870449 2.444190 8.280234 11.083525 8.585704 5.251537 8.636896 11.403824 8.651198 11.129371 8.323767 9.903615 10.555320 7.295933 0.444137 NA 8.806127 7.283388 10.181431 9.235347 8.295933 11.059354 7.380822 10.184808 8.550092 8.292807 10.107742 2.251537 4.444183 9.913826 NA 6.531647 3.251537 3.444190 4.903617 NA 10.728430 6.810506 6.853575 11.067599 6.967746 NA 4.692109 10.719726 10.301387 11.408164 11.327209 11.294761 9.895395 9.272320 8.507579 5.976501 11.068979 11.193215 9.872544 10.616611 -0.555757 NA 9.934032 9.609091 9.233717 10.651210 8.979459 7.614109 13.692853 13.793880 2.903617 10.524335 8.185786 10.615986 10.088040 1.444190 1.029135 NA 7.409968 NA 11.189867 8.404186 9.526333 9.770613 11.598369 9.220617 8.801054 3.692115 -0.555757 11.039441 5.302165 3.029152 8.665771 8.882976 7.706278 10.143756 7.729586 10.833277 9.972638 10.084429 10.999252 10.332927 10.935536 12.094114 5.476064 8.458204 8.998773 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 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA NA NA 2 4 3 NA 4 4 1 5 1 2 2 2 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 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 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.734014e-06 7.282859e-07 0.1456122 11.3718168 9.6782859 10.6873473 8.0743706 6.6159253 10.2658432 11.3346865 -1.4394807 0.8206487 5.7990484 8.6104915 9.8032215 7.2471433 11.9935762 11.0604887 9.5075491 11.1947709 11.9734773 4.3680000 9.6976340 9.5823168 8.4463394 8.9093711 9.0783123 9.1161906 12.1732061 4.7305693 NA 10.3420025 9.8552636 5.5264257 5.5831219 10.2044990 9.4006340 4.6481030 11.1399588 9.4147320 8.5379227 10.4876800 10.4340869 0.8826039 9.3943236 8.7217746 9.9438071 10.5567631 8.8274294 1.1456122 7.8344382 3.0200754 10.0343486 8.4123920 2.8085704 9.8425091 1.2228664 9.5281861 8.1881769 4.0524941 6.6050365 9.8598508 9.2953525 2.7305747 6.2471433 9.2365998 1.7305747 8.6009324 10.2949290 9.4263761 6.1152310 13.3303061 13.4205173 10.6530696 13.4549396 10.8695507 8.4730084 9.7870550 1.5606660 15.0095496 -1.4394807 8.2697265 10.1352364 4.9869069 7.7001942 7.2365998 7.8848232 2.0200577 11.3962985 8.6686705 0.1456122 NA 3.5148418 9.3871913 4.1152330 9.5199202 7.7749616 9.9848091 6.9657843 6.9400211 13.2223653 8.2152787 9.6540604 10.7084837 8.7467572 9.8667842 8.4139524 11.6319376 7.9486598 11.8755092 -1.4394807 8.6665514 14.1876351 10.3732212 0.5606171 11.3526196 7.9291495 9.8489321 5.2188548 7.0998012 8.1512297 11.0087591 7.2576104 5.3021106 9.2410024 9.3238553 0.5606171 8.4735320 8.2610827 10.2778909 10.4049563 11.2705882 11.5818519 9.6821763 10.5082798 9.3146952 9.9481217 8.7276217 6.8460444 1.7305747 9.6678598 8.6717785 9.2321839 10.7510848 10.5895849 2.2610794 13.3047934 9.5606427 11.4421392 9.1065726 10.3554647 8.7882586 3.9869115 6.1228860 8.7725310 11.4832272 10.9201179 7.6267319 11.4657816 11.0797876 8.8518134 11.8414136 10.4630179 4.3420000 8.9763845 2.8085704 3.6481088 -1.4394807 NA 10.5108342 10.8150810 10.2671389 7.6924997 8.9734032 6.4854558 8.2453916 9.4645247 5.8992457 11.2015656 10.2528223 8.9679107 11.9183323 10.8862294 8.5318848 9.7027498 10.1540339 11.1005286 8.8814435 11.1612526 9.6064024 10.4221174 4.7504672 9.0149422 11.2576104 7.2857018 NA 8.3983812 11.0792960 8.7479949 11.8818663 8.4809957 9.9291494 10.8949161 7.3998470 NA NA 9.1771918 7.6321053 10.2206387 9.5843971 8.3679978 10.8701192 5.9356813 10.7661582 8.7430373 7.6077668 10.6304282 3.4675273 4.1152330 9.9280576 1.5606660 6.5995618 4.1456041 4.9700345 4.2610794 3.7700996 11.2599984 5.8735253 6.9529602 9.9366543 7.3673536 2.3679860 4.8460469 11.1101868 10.1931837 11.4067208 11.4682846 11.7444333 10.6828237 9.8489321 9.3904846 6.0256379 10.9335079 11.3294474 9.9099240 11.7431923 0.1456122 2.1456122 10.2383625 10.7966570 8.7700963 11.0785582 9.0343486 7.0363759 13.7689153 14.1039466 -0.4392850 11.5080971 7.9259810 9.8587054 10.6274047 NA 1.1456122 -1.4394807 8.2044993 NA 9.6989145 8.6599905 9.0959181 9.8303539 12.4647129 8.8414137 9.0254029 3.8085704 0.5606171 11.7388408 1.1456122 4.3680000 9.7541681 9.5422101 8.2885634 5.7603141 7.3054763 11.6215076 9.8915597 10.7584738 10.9018837 10.1866849 9.6665514 10.6808807 5.2296687 7.6665514 9.5578223 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA 2 2 3 NA 4 2 3 4 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.1166309 11.5879764 10.8848242 10.3935397 8.1128779 6.7890654 9.6512670 7.0936521 0.5316684 2.3554392 4.9911091 8.9378822 7.3325773 7.2899008 12.1504070 10.5808452 10.8947170 10.7905378 12.5853487 3.6609628 8.0275323 10.0527870 8.4931269 8.1053245 6.2041035 9.9437179 15.8484391 6.8715270 NA 10.1569296 9.0824242 2.7015934 6.1242847 13.1092242 9.5075253 5.0235304 11.1509803 8.0493465 8.4475569 11.1603507 10.6852294 0.5316684 8.7890651 5.0235304 10.3438547 10.2969635 7.7532642 3.9239953 8.3293389 3.4858776 9.9196946 7.5484859 NA 10.0170035 3.4419349 8.8979997 8.3244677 4.4858712 6.3454585 9.8456941 8.8422900 2.6191313 5.7890641 10.2718798 7.8216962 8.8101269 10.3693053 6.7700824 2.5316684 11.9455380 10.8690205 9.4497951 13.2678150 11.0896196 9.8735687 10.1996759 1.7015934 16.7516116 5.1015324 8.1109932 10.9519008 4.6814268 6.9153811 7.2899008 6.1537283 1.7143554 11.4287665 8.1445089 15.6512467 3.4385723 1.3390233 9.4952960 1.9911000 9.4564900 8.0996334 10.2290793 3.7796064 6.5089578 13.1250101 8.0650073 9.1773358 7.6375856 8.0394718 10.5287086 8.2407613 10.9394762 8.0493465 11.9260061 -0.4683316 6.5977665 13.2594915 10.7502406 3.1166475 9.7884758 7.0355029 9.0986827 2.3390233 8.5788014 7.8490898 9.6024691 7.6940688 6.0473770 8.4066587 8.6570908 1.1166309 8.1845223 8.8262981 9.9725465 10.2164260 9.7730647 12.4180160 8.8251490 10.3297441 9.1287989 9.8519138 8.3187638 3.8170809 4.8892302 9.4475567 8.0996334 11.5540781 10.2570436 10.6366037 3.6609628 14.2653018 9.1138192 11.3732417 8.9282821 10.6871281 8.6349653 4.1755326 7.2629968 10.8784681 10.9888017 11.4099199 6.7796051 11.4050561 10.6721876 9.2798703 6.8400163 10.1601229 3.7016045 10.3404686 2.8535965 3.9911091 -1.4683316 1.8535965 10.2398991 10.3962505 9.0929653 7.6428127 8.4679177 4.6609628 7.8848244 6.2390371 5.4215162 12.2101675 10.2429141 8.8704137 11.8211199 11.4255477 9.1601228 10.0374889 10.4085779 11.5837359 8.7724687 10.6418344 10.0829049 8.8434255 0.8535965 6.9196952 10.7168625 11.8746312 10.2553383 9.3295578 11.7386917 7.4887793 10.8228480 8.8625943 9.6788823 11.2975850 8.0532775 2.2321081 -1.4683316 7.2251640 7.3195800 9.1231998 10.9769509 9.3989561 10.6772912 3.6609628 10.9289696 8.9153817 8.5651002 9.9431883 -0.4683316 5.1610331 8.3406415 2.2321081 3.2865707 1.8535965 2.6191313 3.7796064 -1.4683316 11.3669383 3.1166475 4.8170809 9.8704137 8.0970461 -0.4683316 3.4385723 11.0965414 10.1786860 11.9010021 11.2236389 10.4249789 11.0693811 9.5443018 8.5075255 6.4654276 10.2054281 10.1208603 9.6725072 10.9381482 0.5316684 0.8535965 9.8569827 9.4683153 9.9962231 10.1068195 9.1582989 8.7616978 12.6828525 13.4273000 3.7796064 12.0446647 7.2095733 13.3464601 10.1496039 0.5316684 -0.4683316 3.5316809 8.1863134 3.8536065 10.5886536 8.3708814 8.4697867 9.5203621 10.4576026 8.0804994 10.0957268 1.8535965 1.5316684 11.0727740 3.5316809 4.2595964 9.9213087 8.5132448 7.8979997 6.3896580 7.3989557 11.8951277 9.3621926 9.7890652 10.8690205 9.6460379 9.1043775 9.5288569 4.2043833 7.7066031 8.4564900 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 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA 1 5 1 NA 2 4 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 -1.49858633 10.29821691 9.28190592 10.52130431 8.12890014 -1.49858633 9.69673842 6.70378455 -0.49858633 -0.30329392 5.85891844 8.78097669 9.88074460 7.94430972 11.51224388 10.84649418 8.26955031 11.85465087 11.93377758 3.92763102 9.26125436 10.17113701 8.00717756 8.36864483 6.76346071 9.20699845 9.43136430 5.89368256 NA 10.07074714 9.51538663 3.08632521 5.67129054 8.41724536 9.59412340 -1.49858633 10.68376048 9.58085098 5.45556395 10.28804416 10.84121617 -0.49858633 7.85891844 4.47864829 10.66470140 10.47470474 8.68624138 0.50141367 7.47003327 2.20179067 9.57081601 8.63579247 -1.49858633 10.84343808 3.11194940 9.04729599 7.79138497 -0.49858633 7.37788291 9.12707504 8.43358085 0.82326023 6.13072293 8.40223314 3.54575837 9.45410740 11.00345207 9.30226604 4.99322147 11.44037779 14.26887820 10.36477814 13.80496857 10.44607826 8.46136812 9.75816457 3.71082296 15.89448844 NA 8.43800418 9.66186786 4.71081745 7.44094556 7.77516185 5.21561259 2.10423600 11.52147800 7.18537797 1.08630822 -0.49858633 0.08637617 9.77807220 4.82329590 7.75875422 7.79368784 10.35662396 5.70103887 6.94430913 13.43570206 8.02884317 9.18260466 9.84455184 7.66123725 10.69987571 6.64602437 10.71568526 7.78676819 11.14115904 NA 1.50136271 13.30972708 10.02541811 NA 12.05475546 8.08820574 9.62807055 3.30872491 7.72536762 7.47291012 11.72476460 6.54028460 2.82330100 9.37096001 9.21131159 0.08637617 8.48720816 7.80970511 9.49217927 10.20958788 11.20462090 11.69029032 10.15510700 9.78039623 9.45846813 10.06169899 9.56354046 2.96078969 1.30871035 9.64027784 9.26706662 9.92662927 10.70134519 9.99422076 5.96079664 13.22299943 8.05595481 12.17588951 9.31514730 10.51049498 8.43505680 3.40826350 6.80514668 10.44607826 11.49129279 9.52858109 6.37173135 11.68542791 10.47506350 7.71811225 10.86276171 10.76815272 1.67129337 8.59339635 2.50136271 3.78676362 NA -1.49858633 8.96693250 10.75639470 9.83787278 7.90650763 9.16411473 6.40825670 10.00419799 5.53478999 6.30226604 11.57349879 10.46245401 9.78503341 11.88938345 10.52546698 8.34756158 9.88399021 10.11561593 11.21732815 8.23268522 11.31874960 9.74741795 10.33820555 3.14522094 8.35623450 11.24346505 12.99344655 0.50141367 9.07711346 11.63707544 9.59280160 11.40562446 7.40223272 10.43616278 10.75047964 5.83228244 -0.49858633 -1.49858633 8.80856686 7.95874699 10.58018412 8.92972621 8.72174450 10.77166146 8.35934722 10.45844640 8.52650589 7.07879447 10.37941703 1.30871035 4.96079896 9.80913626 4.30871763 8.76815256 5.63065009 2.30871035 4.60989086 -0.49858633 11.15107142 6.95669327 5.68127496 9.01309903 7.17184531 -1.49858633 4.28272891 10.73258737 10.49253371 11.75845930 11.52650574 11.56087962 11.56104861 8.31994844 10.25452436 5.71820817 10.75018323 11.26955048 10.09101733 11.27491751 NA 1.50136271 10.11146826 9.55529199 8.81084248 10.97354929 9.49571954 8.24451749 13.49792792 15.09399839 -0.49858633 11.47989791 7.81830352 12.45946571 9.45991886 NA -0.49858633 NA 7.41724578 NA 11.17291387 9.53821978 9.92343089 10.28763574 11.54661390 7.96693279 8.85466739 4.63065009 0.50141367 11.37788313 1.96080823 3.40826350 9.15152044 10.02541811 7.52650550 3.99322147 7.18436064 11.39864441 10.34410934 10.29171463 10.96820735 10.02251998 7.71568543 11.03761339 5.27694325 8.09382318 9.17202240 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA 1 6 1 NA 1 1 2 3 2 3 NA NA 5 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 5 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 6 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 4 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 4 0 0 0 0 0 6 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 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 2.300307e-06 8.415757e-07 0.51197398 10.09758775 9.48162549 9.85036423 8.49878938 4.70839695 10.44125761 7.15792188 -1.07308969 0.23731897 5.79740214 8.37412007 9.62139458 9.19616341 11.33111389 10.35382566 10.30533161 11.65962817 11.92227390 4.92703835 8.76938695 10.14560002 8.06914361 9.36166485 7.84121271 9.02769897 11.20199718 6.54174713 -0.07293793 10.30478948 9.89498339 3.01449813 5.45075597 8.38851633 9.59680771 0.92706207 10.64299870 8.67858077 10.13160787 10.30098933 10.88341287 -1.07308969 9.28898047 5.75992546 10.17733519 10.18560270 8.98096268 0.51197398 7.31505444 1.92702413 9.70511379 8.44863711 -1.07308969 10.82366053 2.01959518 8.47006866 8.14620512 0.51197398 6.98231940 9.48641391 8.85333264 0.92706207 6.26688584 8.37412007 4.01449813 9.16901978 10.90538971 8.60122889 4.80968197 12.33605237 14.50520300 10.67564888 13.92258307 10.49118620 8.22853301 9.36478886 1.51197398 15.55891006 NA 8.40479500 10.19206566 4.97142859 7.86955128 8.06658813 6.91572166 3.87937250 11.46328394 8.13446585 1.51197398 2.38647989 0.92706207 9.63094035 1.92702413 8.56184773 7.75992679 10.38082175 6.38646782 6.68858742 13.58485758 8.15585546 9.38544333 9.00652160 8.69687470 9.92779026 7.08690793 10.78190513 7.69522133 11.30776832 NA 3.31935781 13.81001405 8.26019224 0.51197398 12.28045926 8.16544168 9.71575509 4.41889156 8.10196254 7.64471290 10.85814360 8.15585546 4.38646609 9.16782806 9.26019201 NA 8.16782806 7.86661625 9.55912314 11.46595315 10.61353727 11.70760930 9.99581505 10.04012777 9.37205166 10.11129219 9.40595791 3.88123390 4.45059763 10.27077770 9.53066305 9.78432583 10.65580761 10.17615021 6.55639263 13.82445680 5.11685960 11.93599049 10.05115809 10.09696177 8.32364163 5.79740214 6.93826344 11.57831268 11.32658167 10.00518760 6.25795349 11.36844551 10.43235210 8.58524838 11.05567553 10.68108913 3.17496562 8.83721477 5.35330212 2.09697021 -1.07308969 -1.07308969 9.28898047 10.56773357 9.21935829 7.90717610 9.66926191 6.87540411 10.40530073 6.23081784 6.27576508 11.65984011 10.31881731 8.73760835 11.69873253 11.43284826 8.48927920 9.80278614 9.93125726 11.03686738 8.94662736 11.07805325 10.26966706 10.14681023 -1.07308969 9.85407390 11.18147487 10.30264098 4.28458816 9.19608151 11.44716430 9.43185567 11.02506881 7.87540411 10.03947621 10.85777406 6.47393137 -0.07293793 NA 8.75992679 7.42688280 10.37463655 9.78579475 8.48162549 10.14378255 5.33642622 10.69502667 8.50068376 7.63439578 10.27465805 3.38646609 5.26688771 8.68692487 -0.07293793 8.67355112 4.01449813 8.61463992 3.87890187 3.01449813 10.80393736 5.36997940 6.07678354 9.62327411 6.36923439 -0.07293793 5.24896360 10.78190513 10.38030737 11.52299349 11.44790092 11.90252650 11.35408763 8.42289187 9.76781467 6.52843536 10.65112418 11.41788758 9.68525987 11.74302038 NA 0.92706207 9.86293842 9.40175674 8.67522951 10.48210509 9.06786643 6.56366152 12.84701732 14.01483103 5.73439260 10.60739625 7.48197053 11.36244655 9.93406397 -1.07308969 -0.07293793 NA 8.24444947 NA 10.74764654 8.48162549 9.72307641 10.21301683 11.59370456 8.25346602 9.20600872 3.51199927 -1.07308969 11.43631688 1.92702413 -0.07293793 9.31505398 9.54633965 7.97960468 5.86955066 7.63439578 11.20170608 10.37308613 10.84142188 10.70305847 9.70675604 7.06658759 10.94766952 5.49597971 8.04597803 8.71982687 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA 2 2 1 NA 4 2 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 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 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 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 1.17913e-06 3.468028e-07 -1.05319429 10.49185310 9.35096569 9.41957955 9.50243643 9.95601744 9.88720233 8.36792272 NA 2.21291169 5.68835663 8.10676026 10.23055585 8.71507311 11.65230507 11.11305177 8.83258499 11.73825506 11.99843751 3.26882361 10.44673460 10.40836806 9.01835098 9.46061623 7.89525596 9.25863693 13.55167352 7.17570722 NA 10.36315837 9.86947309 4.26881613 5.70190941 8.27780533 9.60599261 -1.05319429 11.57077015 9.36157384 8.90253852 10.36947913 11.52691164 NA 9.63513893 3.85377613 10.34723446 10.75946713 9.76307241 0.94688055 7.92702828 3.11681387 10.27106927 8.28896340 2.85377613 10.71295373 1.53186800 8.77661134 8.05541314 0.53186800 6.97479429 9.81802384 8.85678188 0.94688055 6.90108531 9.13300295 2.11679723 9.56159860 10.70968593 12.34803485 4.70177637 12.13298277 9.96647935 10.58803725 13.38125626 10.74373946 8.48604741 10.35362511 2.53184305 15.86454045 0.94688055 8.61400010 9.63950423 5.19481594 7.57988385 8.05802420 6.99128261 2.26882361 11.08771841 8.99533470 NA -1.05319429 NA 9.53560335 3.40631897 8.73479124 8.14410553 10.05737202 6.00217142 6.88940296 13.06963578 7.77661134 9.33490588 9.63863212 8.06323274 10.60776260 9.05541314 9.95391589 7.58713393 11.76487159 -1.05319429 8.63513911 14.60040554 9.62460832 1.94688055 10.80564675 7.96090898 10.05867637 6.04492083 7.96647950 7.69508140 10.21015785 7.54680188 3.75424616 9.23690752 9.30113811 -0.05304461 7.87466666 8.70344509 9.16120773 10.56113842 9.80253575 12.02666342 9.96578428 10.27444129 9.64124652 10.00690907 9.55811645 3.03435660 1.53186800 10.05410570 8.98854779 8.70356171 10.71713960 10.35733998 4.07617426 13.83463287 5.07616998 11.07036343 10.03368839 10.10802060 8.36895339 4.40631897 6.69508210 10.68961917 11.59973366 9.97755584 8.09154699 11.23514341 10.21250368 8.90544146 9.29561674 10.70052329 3.26882361 8.68393326 6.64732890 1.75424616 0.53186800 NA 10.19184711 10.12866214 10.07165623 7.60866659 10.05622964 10.17089036 9.06323274 5.50147736 7.21367486 11.91249262 9.65511046 9.36051660 11.54981946 10.58577707 8.50117041 9.31539505 9.93982704 10.81532541 9.07617158 10.98477873 10.04689385 7.64037582 3.03435660 8.85828070 11.49931763 9.51778787 4.37315401 8.07243116 11.12835153 9.11179556 11.13269328 9.21133130 9.88499804 10.66242173 8.05279734 2.85377613 -0.05304461 9.13794789 7.62636904 10.66926927 10.03766267 8.71837807 10.95601744 7.22301316 10.58577707 8.44872589 8.14656104 10.63251352 0.53186800 5.28673702 9.48701678 NA 6.99673672 3.99128147 4.30443803 3.70177082 1.75424616 10.58622937 7.35203018 6.41449413 11.25892072 7.05091085 -1.05319429 5.50147736 10.89744458 10.29838006 11.70490364 11.38099562 11.43523093 10.73967894 8.68666930 9.42363489 5.55199889 10.77898748 11.45145939 9.89817343 11.84246396 -0.05304461 1.53186800 9.93486322 9.54307843 8.54680149 10.83909369 8.97893435 7.99673729 13.04755100 14.20132681 6.34776840 10.96369693 7.41539024 12.37995243 9.87392590 NA 1.94688055 NA 8.09154699 NA 11.07198886 9.48507758 9.89086859 9.43673652 11.87374058 8.89671536 9.09008065 4.40631897 -1.05319429 10.73029622 3.94688990 3.26882361 8.73315840 9.36895339 7.74454998 8.79707558 8.04492083 10.87873423 10.57351030 10.52950113 10.47583109 10.32046617 8.54307823 12.01633843 5.77673832 8.30663820 8.58532463 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA 1 1 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 11.11488493 9.28518880 10.04762999 8.10370010 NA 9.90396708 7.03549635 NA -0.21792698 5.90133274 8.67206922 9.66959481 7.76656866 11.86880369 10.61179713 10.98158177 11.00237701 11.63987965 4.43767385 9.19428704 10.25249183 8.62047168 8.74204664 8.12191629 9.31637047 10.29175698 6.81887101 NA 10.35307436 9.97132052 3.48348045 5.75979233 9.12553229 9.45717790 -0.51642926 11.27789638 8.95617139 9.49750100 10.37905578 11.03350573 NA 9.80145827 6.91393297 10.22578994 10.42709417 9.39711798 -1.51663564 7.73377868 2.65340402 10.06938196 7.75727599 -0.51642926 10.23958230 2.18393109 8.52420867 8.06279631 1.94290855 8.87257393 9.52787457 8.90974521 1.06846445 6.35999723 8.75692654 3.12733613 8.61790673 10.16998098 9.56363178 5.27789551 12.38865877 13.83900366 10.58479962 13.60452829 10.98656083 8.49709617 9.40010645 3.18391521 15.62937285 NA 8.82444329 9.99523321 5.47216605 7.95312203 8.07406759 6.51690395 2.29186873 11.54248689 9.29603495 2.39036503 1.94290855 2.18393109 9.47145493 3.97533670 8.82444329 7.56296512 10.55158696 4.84103214 6.90974551 13.08211462 8.32740174 9.42085437 10.79096593 8.26811527 10.23402415 7.70989301 11.24586254 8.00508105 11.41938219 NA 3.06844725 13.93385409 9.14703851 NA 11.17304177 8.11829171 9.35307425 4.59200248 8.10002941 7.57094329 10.88888789 8.01291109 3.61276531 9.07780511 9.51552619 -0.51642926 8.18565300 8.37678221 9.63956356 10.72635689 10.47109985 11.92068249 9.26975015 10.22915480 9.57491590 9.84761521 8.48426907 2.18393109 2.29083722 9.82555510 9.29966411 9.99572716 10.44130803 10.37336469 7.21140066 13.56891146 9.25579505 11.78569100 8.70989267 10.02941023 8.68437905 3.76888300 7.02263968 11.31834656 11.05475909 10.40606488 7.31637024 11.22457032 10.79409325 8.80766114 12.11215387 10.81831247 0.48346755 8.82213899 4.18392315 0.48346755 -1.51663564 0.48346755 9.99177054 10.71169794 9.88008535 7.84980290 9.41759897 5.90133274 8.72903335 5.86718482 6.31795160 11.40569322 9.76888267 8.88968556 11.67315066 11.21288883 8.75026716 9.87526110 9.91550029 11.28559295 9.19858452 11.13699739 9.61708521 11.80836421 2.39036503 8.86394155 11.14881643 9.36361506 1.80541629 8.51625631 11.29485517 8.59331119 11.34223860 8.83993251 9.68621651 10.79551258 6.61276384 -1.51663564 NA 7.99325544 6.99127467 10.51276772 10.26770632 8.90554526 11.09542742 5.71229863 10.73479132 8.68805164 8.23167336 10.22873465 0.06846445 4.90974431 9.41421779 -1.51663564 6.93056349 4.15590301 6.46613113 5.97533441 1.29083722 10.92952991 6.54956907 6.39637016 10.07401137 6.68707329 -0.51642926 4.75026884 11.13206281 10.10232482 11.44330138 11.61099127 11.19643732 11.03758964 8.76076784 9.88808993 6.55976099 10.88968549 11.32916655 9.81607662 12.32100989 NA -1.51663564 10.09127312 9.04572281 9.19083952 10.70506764 9.21734318 7.23836843 13.68583394 13.29560766 1.29083722 10.79806372 7.24977715 12.61854844 9.98183111 0.48346755 0.06846445 3.29083722 7.72665482 NA 10.66526947 8.45502385 9.45142729 9.37754025 11.41236894 8.48348045 9.29308788 3.69292929 -1.51663564 11.26688806 2.57094861 0.80537501 9.49400851 9.76541059 7.92227219 4.65340402 8.52513982 11.18565318 9.65965364 10.43148267 10.98506895 10.15369414 7.30365930 10.72128797 5.54406802 7.83662732 9.35230302 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 1 1170 751 kidney stage i t1a nx m0 male 2006 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 -1.90400809 10.58515118 9.33957391 9.57204494 9.16054763 1.09578942 10.12991612 9.22017176 -0.90427808 1.87715527 4.95378671 8.22508787 9.85860225 8.06014577 11.98007087 10.44148742 9.76999714 11.11938607 12.07075723 6.21474652 9.29056171 10.38467098 8.54081967 8.93185529 8.02210089 9.08235798 12.14984535 6.23023184 -0.90427808 10.35848714 10.05870099 3.68076318 4.76836961 8.99516197 9.97615381 3.82372898 11.48234110 9.48004898 10.39672946 10.98435793 11.12612721 NA 9.06303126 3.22508980 10.80531963 10.88248295 9.81305293 -0.31922557 8.79190326 3.73966451 10.20498262 8.73333536 0.41770402 10.98347684 0.71404765 9.56786103 8.18724022 1.68077443 5.53043287 9.67276158 8.26823226 1.41775802 6.77879994 9.27982482 0.09585692 10.01541324 10.87388208 10.96385577 6.07308542 11.60783424 13.62462531 11.26854498 13.99369767 10.82202312 8.93552045 10.60483766 2.95378671 16.23787710 -0.90427808 8.53459664 10.14939148 5.10703081 7.41095414 8.51260261 6.97232159 3.36296076 11.21685272 8.71180220 NA -0.90427808 0.41770402 9.82074508 0.90319256 8.06303099 8.31739226 10.92473480 6.51365812 6.66945203 14.17034367 7.56748004 8.60062398 9.11400516 8.71785666 11.23111664 7.09861957 10.45802277 8.55113222 11.66043082 NA 5.81004973 14.61556405 8.46649253 2.90315399 12.64528882 8.30525830 10.66708359 3.04999662 8.43787980 7.40868809 10.86626239 7.88207442 4.57153727 9.09439549 8.97001786 4.68076880 9.13540943 8.26823226 9.62181507 10.45363188 10.87859845 11.94540748 10.27819935 10.22862596 9.43621140 10.44895173 9.71904633 3.38120030 2.00270252 9.98150135 8.69943121 10.29288951 10.32161484 9.62864785 6.20954694 13.92960921 10.28994613 11.97088233 9.53719296 8.93579592 8.59863691 4.00269352 7.04124846 11.31950504 10.69036279 9.77176197 6.00869529 11.91402262 10.70151596 8.01466828 8.31376282 10.77726304 2.95378671 8.87166225 5.85069193 0.09585692 0.09585692 0.09585692 9.70498363 11.10283224 9.19186117 7.59565060 9.61594242 7.31012377 9.68217560 5.55523638 6.81450941 11.84095404 10.37541548 8.44121039 11.58515118 11.23135392 8.88837553 9.96924908 10.09897150 11.39915763 8.77176214 9.85402823 9.81390959 8.38697558 1.41775802 8.53563581 10.69780778 11.06451496 2.18326418 9.54261423 11.21685272 8.93185529 10.49026767 7.38582358 10.75222985 11.06734851 7.54907537 1.79622395 -0.90427808 8.88043973 7.02061776 9.89225015 9.78754853 8.68826185 10.86088383 6.41321833 10.53964981 8.92473473 7.74326317 9.71922931 3.14020604 4.97844735 8.66660926 2.61936605 9.34195173 4.85069443 3.40396299 3.61936605 1.79622395 10.74168851 5.26572943 6.97232159 10.93704890 6.04107429 1.09578942 5.64269868 10.75066470 10.60607462 11.74247614 10.86729442 11.73830797 11.32357127 8.66566066 8.86646881 5.95608454 10.87552429 11.84483634 10.01838937 10.58740756 2.61936605 -0.31922557 10.09051195 9.74416261 9.05508256 10.22121843 9.07308488 7.21474555 13.25709432 13.63935038 1.79622395 11.13695069 7.29238238 12.07531946 10.70082141 -0.31922557 0.90319256 NA 7.35554843 NA 10.76316937 7.77528500 9.05000125 10.57204485 11.52730257 8.30525830 9.14025360 4.86398799 -0.90427808 11.06537137 2.90315399 0.68077443 9.63738564 9.70775185 8.24428153 4.90315881 7.89832144 11.33644726 9.62034667 9.09227854 11.23902874 9.99509765 7.70682959 11.13489538 4.83619178 7.69012931 8.73785675 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA 1 1 1 NA 1 4 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.710479e-07 6.242451e-07 NA 9.8632284 9.5686742 9.2093286 8.8829340 8.2640240 10.1970121 7.8265428 NA 3.7005396 4.9591674 8.3635597 10.1005253 9.0664635 11.9089103 10.6382355 10.5047018 11.1868561 12.2500015 4.8259026 10.0774999 10.3824708 9.3311382 9.3249773 7.3795014 8.9538557 11.2336504 6.5155627 NA 10.5010632 10.1891192 3.8717057 5.6790606 8.0713787 9.9671036 0.8716860 11.9531900 9.5263425 6.9377963 10.4176364 12.7840346 -0.1283140 8.9723690 6.7420709 10.5590823 10.2927194 9.2895590 NA 8.2937714 1.4566485 10.5547012 8.0163648 -0.1283140 10.8857061 0.7669767 9.1571089 7.8547001 NA 6.3146494 10.0578208 9.1663273 -0.1283140 7.8259026 9.1361491 NA 9.6644969 11.2026235 8.2979714 4.3952685 11.1872128 11.7737048 10.5397051 13.5693258 10.3000667 8.4974156 9.7740817 4.0416285 16.2817107 NA 8.3311382 10.2456593 5.1571084 7.5155627 8.2204349 2.4566748 2.1936456 11.2837471 9.0567060 5.1196342 -0.1283140 5.1571084 9.8374909 2.6790634 7.7543497 8.1478312 10.4030881 4.4566682 6.8829340 13.4666143 7.9485220 8.9485223 8.8259029 8.0957082 10.5434511 6.4108651 10.3042485 8.0516157 11.1663274 -0.1283140 1.4566485 13.2238880 9.5423629 NA 11.8324326 8.5721462 9.9723690 5.4262950 7.9591697 7.4566690 11.0353563 7.9324026 4.3952685 8.9984110 8.7203294 NA 7.6265939 7.9958282 9.5065176 10.5885260 9.8843311 11.7790254 9.6497838 10.3474400 9.4147385 10.4500793 9.4591090 1.4566485 3.4566748 10.1489940 9.2618756 9.2532495 10.5590823 9.9174662 4.7785976 13.4788057 8.4937586 12.2653652 10.0227232 9.6064161 8.7171966 4.3952685 7.2979718 10.4472459 10.7543496 10.0750546 6.9485226 11.1405819 10.4444068 8.7543497 9.7109104 10.7226748 1.8717254 8.4770378 3.4566748 -0.1283140 NA -0.1283140 9.5945142 11.4344260 9.3413485 8.0565819 9.8845128 5.1571084 8.8968461 4.4566682 6.2810973 11.8871217 9.8024440 8.6198994 11.2154475 11.1634529 8.9331858 9.9958279 9.9723690 11.2916667 8.9538557 10.4641636 9.9736823 10.2510849 NA 8.2979714 11.0541009 10.0295209 2.6790634 8.6895857 11.4992405 8.7358928 10.6182209 8.4262954 10.1845895 10.7928037 6.6530658 2.1936456 -0.1283140 8.4641638 7.0315783 10.3136133 10.1017270 8.4641638 10.2204348 6.7785976 10.6641797 8.1196342 7.2725859 10.0315780 0.8716860 5.3952685 9.1220051 1.4566485 6.2467463 5.0811606 5.3311391 4.1936377 1.8717254 10.5738793 6.7665249 6.4864167 9.7001128 6.6252573 -0.1283140 4.9160992 11.0817691 10.5790658 11.7577842 11.4045495 11.6830813 11.2451156 8.4641638 9.1314498 5.3699585 10.2789744 11.0602954 9.8547001 11.7042011 0.8716860 -0.1283140 10.0799410 9.6628695 8.6661224 10.2895591 9.3755323 7.7905701 12.7300762 14.4245558 NA 10.5047018 7.0244981 12.7451507 10.3972274 NA NA -0.1283140 7.7420716 NA 10.4974155 8.5476638 9.7358928 9.9525242 11.0472562 8.8968461 9.0138901 4.7296887 NA 10.6390634 2.4566748 2.1936456 9.2532495 9.9377958 7.3635601 2.6790634 7.6464939 11.0639994 10.2521676 9.7695521 11.3198229 9.8403734 8.3555224 10.9531901 5.6530658 8.1290944 8.1196342 10.1267352 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 male 2007 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 -0.6882644 8.5417282 10.0544383 11.4499795 2.6336404 NA 10.0099783 9.1308331 -1.6882644 NA 2.8966787 8.4740989 7.0121474 7.0430273 10.7292966 8.8643768 3.6692649 9.5495152 12.0592713 4.1696925 6.4965838 11.5484694 8.0665951 8.7843986 3.2659019 9.5808344 4.9410640 -1.6882644 NA 10.5378188 11.8111800 1.1190905 3.6336404 10.1874571 9.4810064 -0.1033019 7.1477585 7.3938563 -0.6882644 10.9018269 6.7793136 NA 6.9116209 2.1190573 9.7400679 8.7242775 6.8115532 -1.6882644 9.5199421 -0.6882644 9.0938868 7.8372287 -1.6882644 11.7283799 NA 9.6221501 8.4004961 -0.1033019 2.0121396 9.1611127 7.0963430 NA 3.1190573 10.2465043 -0.6882644 10.2178467 9.6482143 5.3885236 0.6336637 10.3042354 11.8033103 10.1954965 14.6153815 10.8438201 9.3018117 7.4044646 1.6336172 14.0279377 NA 8.9672384 6.7793136 5.4512606 8.8274075 7.7711395 2.6336404 3.9468805 12.8119272 6.8384413 NA 3.1190573 -1.6882644 10.0285272 -0.6882644 8.8342893 9.8872470 11.0313105 4.6336346 6.3117084 13.5978684 8.0293844 9.7045618 5.8739510 -0.6882644 9.6028785 6.8547400 11.5572604 9.1603306 13.1490893 -1.6882644 3.9841336 12.9471419 8.8710850 -0.6882644 12.4985184 8.6659573 10.8452808 1.6336172 7.8450377 7.2004514 10.8910237 7.3642756 5.5211607 10.0636701 9.1797586 NA 3.5971140 8.9474260 10.7155186 11.0786507 12.7634984 12.2474317 9.5614138 8.8595662 9.5369151 10.0430267 9.9036226 5.9116197 0.6336637 10.4264261 9.9447030 8.8547397 10.2439225 9.5332949 6.2305700 13.5189890 3.7040198 0.3117356 9.0947058 10.4100688 10.4700018 0.3117356 8.0615769 7.2688096 11.2533056 10.5159732 5.0665973 11.7998592 11.6692597 6.3885236 11.9326148 11.5945066 -1.6882644 8.4002045 3.9841336 2.0121396 NA NA 11.5153616 8.3845101 9.7884539 6.9041649 9.3160335 2.1190573 8.2155898 8.4841353 3.0665887 10.1618946 12.0547539 9.5590419 10.0661777 10.0421778 9.5561370 9.3471941 11.5196372 12.8395512 10.1524856 10.1170485 12.0205761 -1.6882644 0.3117356 9.0790644 9.5988429 13.0534575 -1.6882644 7.8867361 9.7618879 9.2796545 10.4547720 -1.6882644 11.5133722 11.1352740 4.7210992 -1.6882644 NA 7.6200468 7.0665951 11.2580658 9.2789340 8.9618620 8.8853550 4.7210992 11.2312899 9.7458146 7.2918476 10.7798226 -1.6882644 6.1061242 7.9300933 NA 7.1571974 0.8966981 -1.6882644 4.7546524 NA 12.2370767 1.6336172 8.4665260 6.3451302 10.9524814 NA 3.2185952 10.9383294 10.8207404 11.4023164 10.6916275 11.1928217 9.3243322 9.0086751 10.1098555 6.1416841 9.5453275 9.3865183 10.5831708 8.2350353 0.6336637 NA 10.1924392 6.4816332 9.7965306 10.6426246 9.7793132 8.6358882 11.9003052 13.0255775 -1.6882644 6.8739497 8.5128637 10.6117743 10.2461357 NA -1.6882644 NA 8.4228435 NA 10.9081305 8.1851520 9.6587754 10.0798921 11.0268117 9.5679163 8.9893127 5.8035603 -1.6882644 11.9970040 1.4816089 0.6336637 10.5363124 10.1591566 7.1974045 2.2185952 8.0963425 11.4135193 9.7520578 9.7093823 11.8232133 8.7457207 4.4202331 10.2019720 5.8236195 6.7833833 8.9437942 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 male 2007 706 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 1 NA NA 2 4 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 -1.3259010 10.8700253 8.9755342 9.7266061 8.8700253 -1.3259010 9.9629041 5.6841455 NA 1.0188478 4.7184329 8.2381874 9.4741290 7.5351253 11.9476879 9.7806010 10.1872721 11.1818301 11.5201160 5.5444019 9.3552764 10.0485341 7.9431647 8.4255822 6.1272267 9.0971538 12.0205518 5.7615007 -1.3259010 10.0359818 9.8755494 1.9959548 4.4813958 8.2683628 9.5187438 -0.3259010 10.7397907 8.9582839 10.5902907 10.7187736 10.8260059 NA 9.4104399 4.4553996 10.2107709 10.9184018 8.5351249 -1.3259010 8.4255822 3.1975981 10.3411495 7.6712176 0.2589410 10.9589344 -1.3259010 9.4185943 7.8956250 2.3744831 6.1252481 9.4188717 7.7428160 NA 6.5929010 8.9846509 0.2589410 10.5021745 11.1344939 9.3070332 5.1334690 12.3436871 15.6611354 10.2983765 13.9849348 10.9370137 9.0749175 10.4627563 3.5809293 15.7640263 NA 8.5132416 10.2190025 4.8834937 7.7877805 8.0469030 5.1658918 2.6476599 11.3775091 7.6167870 1.9959548 0.2589410 1.9959548 9.5981082 3.9959638 8.1128299 7.9100520 10.8075014 4.9408245 7.2960903 12.7766699 7.7238868 8.5474822 10.4095941 7.7535230 10.8803656 7.5718838 10.2486315 8.7387807 11.3074874 NA 2.8439638 14.5576836 9.6655598 0.2589410 11.9693765 8.3882834 9.7654734 3.4289196 8.9652088 7.4019581 10.4886204 8.3358160 2.8439638 8.8402010 8.6584564 NA 8.5520888 8.4372502 9.5627812 10.7211619 10.5451732 12.1845142 9.9082568 9.9959661 8.9489985 10.5253967 9.3412915 0.2589410 0.9959548 9.9703807 9.0469030 10.3384853 10.2636892 9.7760137 6.6398226 13.8688333 9.4692659 13.2341320 9.3115685 9.3375960 8.8046086 2.5809173 7.0227662 11.5610682 10.5699919 9.7621637 6.5688560 11.4251657 10.7615009 8.9040583 9.1375624 10.5159954 2.3744831 9.5342249 4.2887498 1.4814023 0.2589410 -1.3259010 9.3744777 10.4982012 8.9937100 8.7306756 9.2404727 5.3605399 9.5179591 6.3535174 5.6165518 11.6293247 10.7015985 8.8148679 11.5536212 10.5627812 9.1828231 9.8307532 9.8743236 11.5747162 9.1578537 10.5786726 9.7581821 10.5902907 0.6740086 8.6527486 10.7289814 11.6406156 -1.3259010 9.7007204 11.4755443 8.9721007 10.6051448 8.7851735 10.4545777 10.7558543 5.7825632 0.9959548 -1.3259010 8.8123099 6.5627812 10.0071934 9.7238865 9.3692662 10.1698931 7.0447252 10.5281545 9.2305441 7.6852653 9.3393739 0.2589410 5.1818341 8.5366754 4.6513158 5.5688560 4.2887498 0.6740086 2.9959729 NA 10.8383165 5.3744761 6.5809293 10.3228449 5.4182001 -0.3259010 4.1975981 10.8234676 10.3964187 11.3673072 10.7191151 10.9931456 10.7262664 8.7707531 8.6554910 6.5676428 10.7733858 11.1146477 10.2841401 10.9472508 -0.3259010 -0.3259010 9.7095245 8.8798313 9.2646251 10.6040361 8.9112479 7.5536216 13.7001724 13.6291884 0.9959548 10.7691053 6.7122436 12.4070533 10.3543975 -1.3259010 NA NA 7.3848442 NA 11.5057530 8.0293888 8.9231516 9.3985520 10.5612586 7.8687948 9.2146309 3.8439638 NA 11.0676966 2.5809173 1.4814023 10.0818369 9.3526380 7.9571264 4.2590012 8.0727816 11.3701362 9.3865650 9.0566621 10.6136172 9.6696850 7.1128294 10.7252470 3.5809293 7.5809286 8.7060836 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 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 5 1 NA 6 4 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 1 0 0 0 3.433348e-06 1.317851e-06 -1.6277165 11.1986557 9.7235987 10.3878707 8.8447980 -1.6277165 9.5563627 8.1720849 -0.6279394 0.5986510 5.3607927 8.4832430 10.0991768 8.1778510 11.6586650 10.6286108 9.6621261 11.6586650 11.9232146 4.6388963 9.3364481 10.1914880 8.5243921 9.3371701 6.8799018 8.9005613 10.6508470 5.7899587 NA 10.0638507 9.9310062 3.8315429 5.4595693 8.3636289 9.5501496 NA 11.2217078 9.2222940 5.0014645 10.1489515 11.3221163 NA 9.7862639 4.3721094 10.3263035 10.4127394 9.0673354 -1.6277165 7.7362416 2.8315327 10.1085092 8.0777397 0.3720606 10.7748289 2.2100459 8.9589470 8.0123519 2.0725517 7.0760107 9.7941720 8.9122352 -1.6277165 6.7899600 8.8233182 0.9570974 9.5338689 10.3558135 9.0897836 5.4381964 12.3706174 16.4465884 10.8153098 13.7930872 10.9759654 8.1762385 9.8589422 3.5013882 15.8266716 NA 8.6632781 10.8697096 5.0586066 7.2820005 7.6482317 5.7814987 2.1825652 11.1954745 7.9047165 1.9570602 0.9570974 3.5420351 9.6990984 4.0159614 8.5668642 7.5039640 10.2211213 5.3028454 6.8995841 12.7793750 8.2128849 9.2894792 9.7002210 7.7962733 10.8741484 7.7772487 10.8919892 7.9589470 11.1671322 NA 3.3263072 14.0195656 10.1762382 -1.6277165 11.9614073 8.1419452 9.5930900 5.8315378 9.1093546 7.8004677 11.4101688 7.3057982 4.4165020 9.4000131 9.1786569 NA 8.5668642 8.8150508 9.5997232 10.1998469 10.3766788 11.5018780 10.0764433 10.0902119 9.2976617 10.2786221 8.8766084 1.3721163 0.6940333 9.7013430 8.7427945 9.5876403 10.5432840 10.2065783 6.2175972 13.2943199 7.4381964 12.9308866 9.7035840 10.2585659 8.1017278 4.2789958 7.0231589 10.9139298 11.2209257 9.9386370 7.3146213 11.8837722 10.4502580 9.6206278 10.7735201 10.3889155 0.6940333 8.8799217 6.6057269 -0.6279394 -1.6277165 NA 9.2339695 9.9376854 9.7449722 7.6176599 9.7730721 5.7558116 8.6045280 5.1402920 5.9893184 11.8605750 10.2199476 9.5407794 11.8795302 10.6120040 8.5065337 9.6615497 10.0365546 11.1108328 9.0673354 11.1653041 9.9151390 8.8799018 4.4381997 9.0760107 10.6572205 12.2276940 2.8956710 8.7864013 11.3002554 9.2676826 11.2089466 7.9073828 10.4192312 10.9250164 6.2362936 1.1794474 -0.6279394 9.0837742 7.9831321 10.6409416 9.6253638 9.0123522 10.9073826 8.2894795 10.5077652 8.7307585 7.9343496 10.2366804 0.3720606 4.8478416 9.3522467 3.9868205 7.7406139 3.5420351 2.5420351 3.5013882 -1.6277165 10.9015377 6.8679619 6.5520158 9.7860101 6.9906032 NA 4.4806335 10.8848477 10.1726028 11.3826353 11.2491996 10.9322012 11.3801856 8.7931201 10.0413910 6.0772558 10.8880534 11.5998736 10.0231589 12.3465218 -0.6279394 0.6940333 10.1294972 9.0966211 8.7019035 10.8880534 9.4151346 7.9959887 14.5921265 14.5471304 3.0159614 10.9643306 7.5009008 12.5752258 10.0725469 NA NA -1.6277165 8.1518264 NA 10.4348279 9.1477175 9.4205942 10.0489458 11.5421888 8.8518874 9.1445290 4.1269976 -0.6279394 10.9973595 -0.0429026 3.5420351 9.4435696 9.7563513 8.0811910 4.8639583 7.9959887 11.3293907 10.1762382 10.1546960 10.9146555 9.6211081 8.0863528 10.9025136 5.3574922 8.0673354 9.0471823 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 1886 kidney stage ii t2a n0 m0 male 2006 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 2 2 1 NA 1 2 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 -1.2546336 10.8312103 9.5061259 9.7719295 8.5575832 6.2048372 9.7705455 11.0528629 NA 3.5288588 5.1716712 8.6049409 7.9933336 8.0121926 11.9410857 10.3411296 10.2094411 10.8522928 12.0865078 4.3303720 8.2312351 9.9992534 7.4458459 8.0284946 6.3248736 9.3499592 13.1918548 7.7925300 NA 10.4956943 9.9879846 2.6523029 5.3747613 12.8422035 9.5759211 -0.2546336 10.5893270 8.7183856 13.3768104 10.9861973 10.4319065 -1.2546336 10.1579758 5.3152619 10.9299714 11.9057501 7.0852557 1.5527705 8.8074522 2.4458326 9.9052773 8.5703646 0.7633266 9.9089550 2.5045695 9.5381963 7.0807962 0.7453664 6.4107413 8.7010559 9.3066940 -0.2546336 5.6402247 9.6010532 8.4767251 9.1674708 10.4226851 8.0051490 3.9933302 13.0808626 13.7768487 10.5967646 14.5362889 10.1387964 9.2490528 9.4415042 2.9153297 16.4353903 -0.2546336 8.4000422 9.9259368 4.8114967 7.3152619 8.1883495 5.7897997 2.7498989 11.2677423 9.3900645 7.0075005 0.7453664 2.9153297 9.5782959 0.7453664 8.6219229 8.3802169 10.6963263 3.9153297 6.8222215 14.6491701 8.0874809 9.1841977 8.3415958 8.1247841 11.5000429 8.1632587 10.9618487 8.9389312 12.7210748 -0.2546336 3.6522914 14.0379429 9.9153310 -1.2546336 12.2199992 8.0985527 9.6265200 4.1716712 9.4826533 7.7425857 10.5810617 7.9052775 3.4458459 8.7746932 9.0133632 -0.2546336 9.2787356 8.2089303 9.4266445 10.8827173 9.4231256 11.6726358 9.0605554 10.1700972 9.7439964 9.7475178 8.6370530 2.2048293 0.3303289 10.1500153 9.4116300 10.6181193 9.9147046 9.4449784 7.2048372 13.9630608 8.6234568 11.2549336 9.7269732 9.1269489 9.6196190 3.1377166 6.6702186 10.2256913 10.6130708 10.1940385 5.9352311 12.3679635 11.1261375 10.0991042 9.3545846 10.9521151 1.9153297 9.8024500 4.2689658 3.5002922 -0.2546336 -1.2546336 9.7376362 10.3157360 7.8669395 8.6981473 8.8606056 6.5719543 10.4209220 9.2038127 6.3378627 12.4268640 10.9237596 8.3095555 11.7576813 11.2623371 9.2406714 10.3964576 10.0027938 12.0945489 8.5185450 10.6424951 9.8054263 11.8089696 2.7454095 6.7677740 11.4007131 10.4203397 7.6731840 9.3678972 11.9305911 8.2191119 10.4415041 7.1334228 9.2903705 11.4488770 7.3190534 0.7453664 2.0673289 8.6981473 6.5135902 9.9184584 10.4694934 9.2130116 10.4410693 3.7898023 11.3948014 9.2942279 8.0560188 9.8688807 NA 4.8328698 8.6879205 -1.2546336 5.9742241 2.7454095 10.5969325 3.3303720 NA 11.2203794 4.1377248 5.5398226 10.5525475 6.9723963 NA 3.8746888 10.6428733 10.6545490 11.5761192 11.2983152 10.9697091 10.9829147 9.2282138 8.8394838 5.9782574 10.1826378 10.0197840 10.0400266 9.8114951 0.3303289 -1.2546336 9.4018307 10.9278003 9.8341942 10.9018051 9.8328688 8.7746932 12.3944375 12.2734937 7.7510305 9.5160699 9.2283752 11.5113136 10.1291103 3.2048450 -1.2546336 0.3303289 7.4423738 NA 11.3336638 8.0469019 9.4195983 10.3527362 10.0996554 8.0650779 9.0591960 3.0673289 0.3303289 11.3223626 4.2048372 3.4458459 10.3313074 8.9657843 6.7111906 6.1029583 8.1986768 11.2435072 8.8421212 9.2119922 11.0855342 10.5441774 9.2561702 10.8111586 4.8121388 8.3637913 8.6295767 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 female 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 3 7 3 NA 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 10.4995758 9.3297405 9.8047383 8.1844569 7.9542969 10.0525739 4.8600242 NA 2.3998820 5.3482112 8.1242221 9.5259173 8.8099623 11.7718012 9.9751154 9.8617467 11.1291065 12.1209564 5.5724259 9.2101490 10.1857973 8.6598892 8.6417743 6.8634231 9.1454997 12.2215192 6.4587691 NA 10.4836821 9.9823315 3.4349217 4.3093945 8.5195541 9.7411364 -0.4719288 11.5179588 9.2405593 4.0515983 10.6602106 11.6427506 0.8499993 8.6650232 4.7568525 10.5789012 10.5354099 8.0652508 -1.4719288 8.1736906 2.5280211 10.1862436 7.8723283 0.1130337 10.7062520 1.0690834 9.6404718 8.1537410 0.5280712 6.2353920 9.3898946 8.5559381 -0.4719288 7.3922187 9.1844571 1.1129670 9.7610527 11.0518392 8.6675835 4.1427402 11.4940185 11.9033432 10.4394242 14.1277126 10.7356567 8.7264774 9.1427420 3.9542987 16.2324560 NA 8.3999375 11.0459476 4.9874619 7.6469734 8.3609221 2.9203505 2.5080483 11.4582151 7.5869441 -1.4719288 0.1130337 3.2284647 9.6841153 4.1129920 7.5968107 8.2559524 10.6045138 3.4822287 6.7227884 13.5680222 7.8249486 8.7723961 9.6592462 8.3434154 10.6257550 8.3797812 10.0594137 8.1335116 10.9597909 NA 0.8499993 14.1337721 9.3028192 NA 12.1889195 8.3577548 9.5031637 4.4587691 9.1826682 7.3386036 10.7273978 6.8767600 2.5280211 8.9310442 9.0258840 -1.4719288 8.8778663 8.5434472 9.6404718 10.6837992 10.3703826 12.1220500 9.7965742 10.2193395 9.6207893 10.3585475 9.0830814 NA 3.2284647 10.1059330 9.1007325 9.4662225 10.4905668 9.6637415 6.6726898 13.6802774 7.4646699 13.4750755 9.1445810 9.5103128 8.7203250 3.6573199 6.5392596 10.1251536 10.7824703 10.0123516 6.5167165 11.0889239 10.5974820 9.9709757 8.1986886 10.9432458 1.8499592 8.7300336 NA NA -0.4719288 0.1130337 9.0787790 11.0754088 8.8656541 7.9792434 9.7950178 5.0978889 9.1871363 5.6979573 5.8226537 11.9751154 10.3048764 8.7676306 11.4032056 10.9592686 8.9689015 9.9521986 10.0417598 11.4481990 8.8431818 10.7377902 10.1893650 9.8203539 1.1129670 8.9935985 11.2381929 8.5133905 3.1718953 9.0574042 11.5051332 8.8318130 10.6466489 8.0535529 10.2576529 11.0203861 5.5614545 -1.4719288 NA 8.3044654 6.6879033 10.5724263 9.9448298 9.1718883 10.7255561 5.8678816 10.8734929 8.8734373 8.0238874 9.8295284 0.8499993 5.2962151 8.2215190 2.9203505 5.7664361 1.5280211 2.5280211 3.2284647 -1.4719288 10.7502234 5.5167180 6.3289316 10.6399895 6.3380892 NA 3.9203505 10.8499603 10.4442849 11.5507468 11.5345336 11.1404400 11.2011204 8.4409215 8.9615655 6.4145212 10.1468765 11.1680512 10.2551018 11.1705353 -0.4719288 -0.4719288 10.0353314 9.0594137 8.9203496 10.3345818 9.5819581 8.0921815 13.3694491 13.5839501 1.8499592 9.7295436 6.7853256 12.3298416 9.9171257 0.8499993 NA 0.5280712 7.8363711 NA 11.2217369 8.0437322 9.7700153 9.8243749 11.0417598 8.5364609 9.1362409 3.5280336 0.5280712 10.8606283 2.5280211 1.1129670 9.4550693 9.5301439 7.2559529 4.7374867 7.8634225 11.2199938 10.0143645 9.2986961 10.3782191 9.8938078 7.0864526 10.7113574 5.0369341 7.7301563 8.4106752 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 male 2005 NA no NA kidney clear cell renal carcinoma NA NA white NA 2 2 3 NA 1 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 -0.1837689 11.4955513 9.0281796 10.0683653 7.3240860 0.8163130 10.4092154 7.7701967 -1.1837689 4.0335199 6.2675021 7.7201731 8.7646583 9.0269624 12.4384574 10.3549652 7.4992854 10.1555844 12.1830232 4.6989352 8.7806320 10.1034264 8.1978339 7.2716180 5.6236474 8.8850694 15.3540404 7.6835701 NA 9.8028443 9.2330888 1.1382247 6.1472986 9.2757227 10.0999583 0.8163130 11.0639220 8.3240860 6.9352322 12.0053436 10.8452332 0.4013028 11.0736790 5.1738430 10.5467613 10.5454870 7.1605875 0.4013028 8.9660382 5.2256837 10.6824110 7.4637500 NA 9.9562198 3.1989655 9.5089068 7.9837096 2.5167212 5.8931073 10.2107539 7.3398536 -0.1837689 7.1337043 10.0935785 6.7291802 8.9300333 10.5480345 11.7648409 0.4013028 10.7736762 11.3051355 10.5049786 13.5348776 10.5361078 9.2930373 10.1109119 4.5442133 17.1261494 1.6236328 7.3974915 10.0929972 4.9455749 7.5132586 8.8247198 5.6491814 2.7917307 11.1664016 9.0816717 13.5053610 -1.1837689 1.8162720 10.1798784 2.2757223 9.3813933 8.7602712 9.5382448 4.7470275 6.6742728 14.6912245 7.9326352 9.0783859 9.1572540 8.3240860 10.1402128 9.6420450 10.4007839 9.3466974 12.9454937 0.4013028 8.4031309 13.7164976 10.3161370 2.6236562 10.9319851 7.9221996 9.8448879 4.1738470 10.3732762 7.0306098 11.3488906 7.0354601 6.1472090 8.7544005 8.9143232 4.2086109 9.3737550 9.7477674 10.3319910 9.6316745 7.4816267 11.8015853 8.8330994 11.2248863 9.6951084 10.0171898 8.8307579 0.4013028 4.0642189 9.2746978 8.3359276 9.8851299 9.9711092 10.1286070 3.8606848 13.9810803 3.4601528 7.2879663 9.4655474 8.9417047 10.0342489 3.4601528 6.2592348 11.3948997 9.5001631 10.3727973 5.7231817 11.2216773 11.4988469 10.4745027 5.8715726 11.1894282 2.5167212 9.9274921 6.4601479 7.4887166 1.1382247 NA 9.0306103 10.6131420 7.8931067 8.4655472 8.9490221 5.8497141 9.1370918 6.6428402 6.7231817 12.9373390 9.2193031 7.4816267 10.6989342 12.7256218 10.0959017 10.5365354 9.8071042 12.0783860 9.0736791 9.4529158 10.2256821 10.5923129 3.9455702 6.7470288 9.3908848 3.8185438 12.2079376 7.6795174 11.2293902 7.6364702 10.1583658 9.2341437 9.6491813 11.0490119 8.1782351 1.1382247 -1.1837689 8.5828202 6.5976504 8.2467439 10.3290316 8.1869784 10.5102137 3.0642103 10.6520455 9.1200720 8.7806320 9.5322532 1.6236328 4.0257464 8.0085838 NA 3.2086109 1.4012482 2.1382247 4.5167338 -1.1837689 10.7730303 0.8163130 5.0642189 10.7761989 7.0139501 1.1382247 5.2086070 10.9290565 10.6240486 11.3076432 11.0014763 11.8867476 10.3398531 11.0493116 7.9169537 5.4750752 10.0807337 8.8372712 9.8134707 9.8722515 1.9862289 NA 9.7035119 9.6316745 10.0783861 11.9515195 9.4610488 7.3437685 9.9837093 9.1086128 6.5711792 10.0588699 7.5324588 12.3316214 7.9583984 -0.1837689 -0.1837689 NA 8.1404719 NA 10.0457650 7.1200720 8.4143436 10.7370162 10.0941598 6.6171912 9.2854649 NA -1.1837689 10.0777984 7.7529292 4.2086109 10.8736061 9.1074619 7.4922482 8.5493064 8.4992858 10.5753471 8.6396583 8.3861466 10.8313577 10.2224377 6.7231817 10.4073460 4.6308423 8.3339604 8.3708800 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 female 2005 1097 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 2 4 3 NA 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.629662e-07 4.161634e-07 0.3777346 10.5761394 9.3805093 10.2047724 9.5198013 1.9626601 10.2074170 9.8950816 -1.2072279 2.7909180 5.8588215 8.3357637 9.6366529 8.1370275 12.3017645 10.7421938 7.4074420 11.2231844 12.0828947 4.6256212 9.7469281 10.2542112 9.1601465 9.2367114 8.6049090 9.2531878 14.3303446 5.9424793 0.7927721 10.1989368 9.3954307 4.7234712 6.5936316 11.4191253 9.5274414 1.3776791 12.2449731 9.6240391 7.9090758 10.9667212 11.5968629 NA 10.4992278 8.1124041 9.9707742 10.8361009 9.9813207 -0.2072279 8.8628527 4.3473184 10.6141072 7.9194360 -1.2072279 10.0124206 2.9896477 9.1022083 8.5576035 2.6996183 6.1056152 10.3706327 9.3299501 4.9012579 7.0827505 9.9149128 4.7469308 8.8178714 10.5592607 9.6460413 6.1146606 12.0265971 10.1839754 10.5576035 13.2215500 11.1658689 9.1112747 9.9303635 0.3777346 14.4687715 0.7927721 8.8439408 9.8309650 5.0406601 7.4293565 7.2231841 9.5189499 3.4876150 10.6909553 9.0816672 14.4101993 1.9626601 -0.2072279 9.5855222 2.4931605 9.5708090 7.7613983 10.1442232 7.6753749 7.0167336 12.7611286 7.9450165 9.1325817 9.2725120 8.8164861 11.6071060 8.9220149 11.0436224 8.0524751 11.5948442 -1.2072279 9.9689049 14.2975198 9.8261549 2.3777068 9.5609161 8.1764360 9.9551231 4.6256212 8.8178714 8.1742746 11.7190278 7.3202085 6.8748806 8.9960800 8.9738842 2.9626601 8.4293565 8.4651570 9.7389071 10.2216154 10.2618648 12.0887963 9.8500468 11.2885868 9.3530648 10.1775156 8.8416002 3.9626601 3.3162906 9.5968629 8.4966353 9.3889216 10.2470311 10.0947995 3.3776929 13.5773156 9.2084736 8.3104010 9.0119004 10.1303537 8.5724513 5.4651582 6.2603381 11.0818862 11.2390398 9.6024999 8.2521635 11.3405975 10.1375825 9.4092806 10.3986742 10.6580785 4.2845882 9.7503199 4.4651582 3.4931734 -0.2072279 0.3777346 10.6973665 8.4092806 9.8418997 7.8289057 9.0332369 5.7115940 7.7440164 7.1236486 6.4147833 11.8853238 9.6905772 9.2408481 11.5783886 12.1024924 8.2980672 9.4931716 10.2168981 10.9168532 9.0781340 9.5392461 10.0624430 8.7425584 5.1146585 8.6240391 11.2598279 7.0448771 9.8480143 7.7230554 11.3326176 8.3739322 11.1772458 6.4437840 9.8861494 10.8755462 8.3338285 1.1146335 -1.2072279 9.0251529 7.8316505 9.8018606 10.1191614 8.5035384 10.8029103 5.6753756 10.5895137 8.8561270 8.2562563 10.5976695 4.3776929 5.0021849 8.7856702 -1.2072279 7.2105847 3.3162906 4.7364209 4.8150989 4.5206548 10.5282879 4.3776929 6.8960199 10.8676760 7.0118031 0.3777346 5.2356735 11.2364524 9.6898210 11.7530958 11.3352801 11.3499562 10.5388262 8.9601500 9.2964980 5.6379695 10.9776071 10.6487682 9.6958606 11.6200745 1.1146335 0.7927721 10.1693999 8.4966353 8.8302788 11.2129553 9.3530648 7.7899111 12.9512626 13.3119995 1.1146335 10.1601466 7.1426983 11.8422401 10.2372291 1.1146335 0.3777346 1.1146335 8.3720480 -1.2072279 9.8709428 8.9701513 9.3935739 9.9494470 12.3798061 9.3064593 9.5350835 4.0021894 3.3162906 10.9763672 4.4931734 3.7469254 9.3805093 9.4482625 8.3123679 8.3454008 7.9751263 11.2250127 9.8901056 10.0477604 10.6358677 10.1323369 8.7454730 10.6696325 5.6419795 7.2925775 8.8574747 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 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 6 2 NA 5 1 1 3 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 9.016873e-07 2.080817e-07 NA 10.1841692 9.5272113 9.9043837 7.9611076 -0.3056101 10.2479505 9.6835526 -0.3056101 0.5857317 5.4756816 8.3667467 11.2380781 8.4016804 12.0950673 11.3980086 9.3982249 10.6272741 12.3659729 3.2178821 10.9183229 10.6357357 8.4391552 9.4976451 9.2717501 9.0151217 12.0674583 6.3016517 -0.3056101 10.5164937 9.9267422 4.3667488 4.5272142 8.2811608 9.6302229 -0.3056101 11.2142032 9.2402511 7.1901763 10.7128692 10.4887371 -1.3057884 9.8177961 6.7550171 10.2217983 10.5650712 10.5437263 NA 8.3345660 4.5523033 10.3676303 7.7630995 -0.3056101 10.5917886 1.6089038 8.8519967 8.3273164 NA 6.8692471 9.9791453 8.9013355 1.8642555 6.3453733 9.2011246 4.4222397 9.6064620 10.5834449 11.0411119 8.3843193 10.0396211 11.4355776 11.6689151 13.3875904 10.8367475 8.5891391 10.9605221 3.3381819 15.6096288 NA 9.0747824 9.5232510 4.8028446 7.6131846 8.1372648 8.2622772 2.9422517 11.2252152 8.8299279 6.6658646 NA 7.1121736 9.7111295 5.3947611 8.3525326 8.1351906 10.2300827 7.3525326 7.1289491 12.9739318 7.7055488 8.9958175 10.2070617 8.0341711 10.3621734 7.2100216 10.2188630 7.7468891 11.2073086 NA 6.7055481 15.4069557 9.6543231 -1.3057884 11.3777545 8.6191338 10.1951631 4.6250600 7.3947611 8.1496486 11.4846698 6.7711368 4.6943231 9.0812616 9.4256404 -1.3057884 8.3034999 8.8804354 9.2867784 10.3480621 10.4479559 11.4612187 9.7671238 10.8976693 10.1226814 9.9534761 9.3527471 2.3947611 2.9422517 9.9622783 9.1761208 8.6644270 10.4907666 10.1578456 2.7817793 13.6175094 7.4085667 12.1297311 10.1184876 9.1951630 8.5382425 4.5523033 6.7111301 10.1158601 10.7731392 9.6787397 6.3808212 11.2112844 10.6861973 8.0026603 10.3938938 10.6105739 3.8642456 8.9067325 5.7166892 0.2792930 -0.3056101 -1.3057884 9.4625055 10.2655999 9.8754735 7.9374951 10.3270620 6.2412148 9.3755597 6.5951874 5.8440692 12.1421793 9.5468507 8.8541927 11.3511930 11.0543453 8.8841458 10.0540708 9.9692818 11.1796475 9.0973332 9.7844336 9.4575336 10.7125214 2.5016684 9.0769452 10.8850719 10.6174407 1.2792930 8.2180987 11.5421616 8.8952199 10.7711368 8.5936783 10.5105050 11.1068911 7.8516685 1.5016684 NA 9.1690411 7.3525326 10.6981905 9.2247277 8.4137100 11.5190812 8.2736371 10.8060992 8.7844336 7.7870785 10.4098543 4.7387138 5.1037116 10.1896767 -0.3056101 8.9422488 6.0866394 4.9611093 4.6715991 3.7817793 10.6161622 6.3236781 7.5708378 10.6666944 5.8578193 0.6943008 5.7055495 11.0750529 10.5612138 11.5658415 11.1801505 11.5851555 10.8816733 8.0844901 8.9945251 6.3848787 11.1514456 11.9128845 9.8548230 11.6744608 NA NA 10.1362279 8.5677652 8.7989198 10.7387154 9.4383141 8.5754352 12.9166634 14.9246795 3.1537567 11.7558612 8.0041839 12.7079056 10.4051277 -1.3057884 1.0162824 -0.3056101 7.5398110 -0.3056101 10.5109689 7.9469870 9.7644422 9.7318682 12.2967882 9.0791050 8.8651100 5.4625072 1.0162824 11.0513234 2.0162467 3.9037710 9.4085669 9.6353688 8.2527421 5.7604099 8.7976090 11.0094708 9.5168921 9.2469904 10.5216639 10.1654782 9.4575336 11.4610572 5.5155201 7.8054569 8.3755595 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino 1 1 1 NA 4 4 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 -0.2283679 11.0001612 9.5894263 9.8637395 9.8146703 -1.2283679 9.9596137 7.8814737 NA 2.0496308 6.3640996 8.7068082 9.9289900 9.3204650 11.8245507 10.7915812 8.8323391 11.9461007 12.0400388 4.7489227 9.8043776 10.3794357 9.2104349 9.7374274 8.2125124 9.1852709 12.5807600 5.9009272 -1.2283679 10.4668714 10.1042391 4.4155018 5.9713159 9.1137177 9.4995635 1.0935602 12.0600766 9.0799820 9.1650336 10.0518339 12.3451719 0.3565946 8.0822560 2.0935602 9.8584428 10.5993827 9.0890556 NA 8.1682479 2.8591148 10.4802959 8.4316388 -0.2283679 10.1962502 3.3439194 9.1618121 8.2351675 0.7716321 8.2351675 9.9403152 8.9798773 0.7716321 6.9060692 8.8524605 1.5789870 8.9944380 11.0884902 10.4824495 4.2310714 11.9548938 12.0316805 10.3812835 13.5612786 10.8447804 8.2072716 9.9657843 2.4720718 15.4173578 -1.2283679 8.3789732 10.0725676 5.5265321 7.6202660 7.8484589 6.3936942 3.0316775 11.5294497 9.8762024 6.0477674 2.3565946 3.3566087 9.8050660 4.4440707 8.3879712 7.7374272 10.1693177 5.0004598 7.2228538 13.2005920 7.8749310 9.1767845 10.8634090 8.0867928 10.7882668 7.7716433 10.6450872 7.7374272 10.9349783 NA 2.7716532 13.5831683 10.3936948 NA 11.5595456 8.4244880 9.8085035 4.4440707 9.1170482 7.3300636 11.1225822 8.0100480 4.6785339 9.2290240 9.1820944 -1.2283679 8.0195707 8.1810340 9.2135497 10.1725225 10.6477763 11.9434125 9.5554598 10.5319472 9.7388693 9.9810964 9.1902968 3.4720848 2.0935602 9.7772676 9.1958094 8.4082677 10.6611470 10.1628866 6.4226955 12.9043837 8.9859623 10.6377628 9.3547259 10.2569692 8.2433182 5.1979086 7.0524137 10.5773869 11.4168511 9.8663806 8.3584829 11.3783073 10.3537850 8.1703868 9.7539237 10.5701149 0.7716321 8.4908096 6.4927425 1.3565946 NA NA 10.0401850 11.3170902 9.9521738 7.6755252 9.3999792 5.6171339 8.7431867 6.1894965 7.0288896 11.6947848 8.9277261 9.4528814 11.4768434 10.7635191 8.3030245 9.9817056 9.9847473 10.6657029 9.0016635 10.6619073 9.9390612 9.0969486 2.5789870 9.2010499 11.1553473 10.1981751 1.0935602 7.3837371 11.1313926 8.8840826 11.4815884 8.5676827 9.8174028 10.9076729 6.9315141 0.3565946 0.7716321 8.5012640 7.8879870 10.6747717 10.0466035 8.0219416 10.8481246 6.1203706 10.7449816 8.5966016 7.9440707 10.6516091 0.7716321 4.4995653 8.9086343 -1.2283679 7.3641005 4.2310714 2.6454480 4.6542866 1.5789870 10.2976532 6.2634964 6.4369797 10.7232629 6.9052991 NA 5.4995621 11.0263765 10.0765647 11.8635742 11.3322147 12.0741392 11.0668380 8.8187669 10.5804866 6.1914343 10.5579127 11.4480409 9.9896007 12.6671237 -0.2283679 1.5789870 10.3509590 8.8551223 8.5248598 10.7992035 9.5021132 8.2534424 13.1089862 13.2465531 -0.2283679 11.1542671 7.1398000 13.5560734 10.1126058 2.8591148 0.7716321 -1.2283679 7.8775516 -1.2283679 10.8255689 9.3752693 9.7090169 9.9201197 11.2947149 8.7316449 9.1068100 4.1639576 1.0935602 10.8899353 1.5789870 4.0570430 8.6949704 10.0605091 7.9034999 3.9810946 7.9440707 11.1981699 9.9914165 10.1884406 10.7163551 10.5531789 7.7053338 11.4291848 5.8234513 8.4563918 8.8644001 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 male 2005 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 1 3 NA 4 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 9.7875877 9.4054010 9.8488318 7.8128082 -0.3836423 9.9045079 6.6974597 -0.9686048 0.6379348 5.1607306 8.5686668 9.8111677 8.6842935 11.8572022 10.5730291 8.5908254 11.5510847 11.7694351 5.3168517 10.1032460 10.0440729 8.7559621 8.0258018 6.6164106 9.2698532 9.8234252 5.2698523 NA 10.2237412 10.0894402 2.3533798 5.2982367 8.5342803 9.6976724 -0.3836423 11.1429101 9.4608552 6.3443314 10.4934394 11.4639903 -0.3836423 9.3646037 7.3911980 10.5922588 9.9413415 9.2292793 5.6387776 8.5908254 2.7863454 10.0961912 8.4754278 -0.3836423 11.0595081 -1.4426144 9.1471423 7.8500305 1.3533798 5.7109276 9.4275180 8.7542559 -0.3836423 6.8956347 9.4538601 1.4908781 9.9239912 10.9640323 10.4102851 4.7179505 11.8756157 11.1064261 10.4521982 13.9869167 10.3851466 8.8863166 10.0513865 3.2793821 15.9427702 NA 8.6498339 10.1668371 5.1189120 7.6050957 8.2076215 6.2888366 3.1078385 11.4463978 6.8188608 7.9033535 0.3533233 4.7996313 9.5706071 3.7318892 8.1633055 8.1709996 10.7965273 5.4743906 7.0115884 13.6907196 7.4949732 8.7012191 9.7344868 7.8339647 11.0780660 7.1055901 10.7591562 8.2384625 10.9300498 NA 3.3168553 14.2612434 9.5302977 -1.9686048 12.1174187 8.0356690 9.8008731 7.0314481 8.4826595 8.0552027 10.8406136 7.7074054 4.4743906 9.2536395 8.8103470 NA 8.7396703 8.5233016 9.2007471 10.9699254 9.6775570 11.8996141 9.8964082 10.0924821 9.2758123 10.6250729 9.5616011 1.2013829 0.6164518 10.2469814 9.1703600 9.9380798 10.3125091 9.9983143 7.5471483 13.9919029 10.0978740 11.5199162 8.9614465 9.4831747 8.9224726 4.0087289 7.4129915 10.9368354 10.8804625 9.6308963 6.7353516 11.6734606 10.6825001 8.9614465 8.0634943 10.9900011 1.0314658 8.6401007 4.7456945 4.3890023 -0.9686048 0.3533233 8.8548157 10.4831747 9.1432363 8.5041393 9.7411225 3.9383423 10.1360472 7.9592265 5.7109276 11.8039692 10.4959942 9.0860526 11.3863864 10.9186690 8.9547983 10.3584396 10.2197282 11.8532224 8.8886519 10.3909234 10.1393193 8.8484320 3.9621881 8.5021074 10.8113729 11.5522279 4.1811980 9.0225379 11.7181677 9.2596658 11.0089072 4.6461569 10.4381849 10.8470318 6.2935434 -0.3836423 NA 8.6313612 7.1294809 10.4720581 9.7060821 7.9621858 10.5713342 6.8611713 10.6578259 8.9547759 7.7266766 10.6443169 0.3533233 5.6753050 9.4893422 4.4237664 6.4577125 3.9621881 2.8894346 3.4237664 -1.9686048 10.5972645 6.8706520 6.5152646 10.3319898 6.3542335 -1.9686048 3.9621881 10.7221012 10.4939507 11.7888384 11.5865168 11.5818344 11.8016993 8.7231920 9.5618548 6.5805013 10.2873622 11.1868991 10.4795647 11.8928261 -0.3836423 -1.9686048 9.9213326 10.3840437 9.2935431 10.3423452 8.8078813 7.6313612 13.6644436 14.0539246 0.0313952 10.3277911 7.5422325 12.8675481 10.1169208 -1.9686048 -1.9686048 -0.9686048 7.4408393 -1.9686048 11.4405887 8.3156939 8.9002709 10.1350641 11.3632051 8.5879545 9.3228608 3.7593689 -0.9686048 11.1130983 1.3533798 0.6164518 9.7056407 9.6874263 7.5802706 5.0538151 7.4280536 11.0907928 10.0486048 9.5367638 11.4510136 10.2315102 7.7266766 10.5150123 4.4677425 8.3214673 8.7118081 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 male 2005 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 3 1 4 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.358259e-06 7.629662e-07 NA 10.885104991 9.715688864 10.200706764 8.489283614 7.220611462 9.246996105 8.680325060 NA 1.020555538 4.971069858 8.475825420 8.596389930 6.683266950 12.088906273 10.166350282 9.499960262 10.868207157 10.928727547 2.808796896 8.905325324 8.968189271 8.692605390 8.775132211 6.738408469 9.217380747 12.146632600 7.060337104 NA 9.958545466 10.023348790 3.738411171 5.908414239 9.126426230 9.375758427 NA 11.599185641 7.815224447 8.825871787 10.132442920 11.446975640 NA 7.851109367 5.654885167 10.712536716 9.962410640 8.888156007 NA 7.965302921 4.171366976 9.807187296 8.510558478 NA 10.526964250 0.917317175 9.493296472 7.910336322 -1.583376408 7.001443100 9.397334506 8.717977267 1.223854985 6.859424212 10.216167331 4.859422969 9.703038735 10.414366011 7.957577443 2.223824101 12.234690576 12.106806346 10.234264072 13.570943057 10.542862787 8.475825420 8.618604643 2.503933837 16.505041439 NA 7.671509223 10.746277239 4.971069858 7.471762993 7.320362824 4.683269758 1.154194325 11.605687759 7.360197451 6.530223721 -0.583592591 -1.583376408 9.296829734 1.586404475 8.528920543 7.673868729 10.675046949 4.645298164 7.181352058 14.557091037 7.984437258 10.304463014 8.616153289 6.900296861 10.837328011 7.286846041 11.360094602 8.356060155 12.194352640 -1.583376408 4.031192259 12.802478096 10.781436273 NA 10.900800331 7.654885883 9.357528473 8.244617385 8.549622969 7.819493200 10.733328069 9.044926561 3.908332570 8.875912423 9.129867448 NA 7.243029231 8.247787983 10.121249094 10.977530155 11.688673263 12.176787130 9.755217247 9.851630217 9.109967998 10.704193294 8.525436633 1.001441974 4.116921963 9.871808080 9.679163024 10.286980459 10.416480881 10.046292828 5.842745066 13.844022931 7.774033236 13.047828520 9.559226216 10.375758427 8.344259063 4.645298164 6.821622212 11.105386845 11.332733608 9.986810949 7.140994349 11.414286669 10.592965722 10.168443349 9.665001500 10.479876036 2.223824101 9.679967191 NA 1.586404475 NA NA 10.278343285 10.895755968 9.435376484 7.765209175 9.362326980 3.116913648 9.101229582 3.774027963 6.884086245 11.488445969 10.793962597 8.927245222 11.157526503 11.178239884 8.362992306 10.354590232 10.238653368 11.593433189 9.427708195 11.380641255 9.623495257 11.312056174 2.116930278 7.867692027 11.065512468 6.828288840 1.875897990 8.795230889 11.828786106 8.945911393 11.390357612 9.760221778 10.132013951 10.510558577 6.466330198 1.223854985 NA 8.588908356 7.477177025 10.125995597 10.362656175 9.719690848 10.091555848 8.300651365 10.456770632 9.009871996 7.217380989 9.981582979 -0.583592591 4.545764549 9.044926561 3.664403194 5.405165295 0.738378743 3.940044563 4.171366976 NA 11.865371547 5.116921963 5.197841807 9.440235280 6.255683891 0.001441974 3.701881692 11.681363302 10.288386134 10.806918586 11.409773147 10.759388978 11.922540512 10.731064161 9.449608006 6.723316909 10.742348514 10.787168295 9.971069715 11.239051777 NA 1.586404475 9.840647178 9.139288369 8.903315801 10.525985157 8.526311432 8.443004436 12.079816652 13.101941507 0.001441974 9.761331654 6.154437390 12.914270403 10.225847167 NA -0.583592591 NA 7.720261362 0.001441974 10.608474675 8.499960262 9.397334506 9.514513069 11.092878814 8.249370910 9.319180076 2.664414572 NA 11.148012112 2.323370069 1.001441974 9.625934361 9.186318803 7.137580370 5.482570815 6.566227608 11.989536314 10.452654527 10.104293934 11.188795469 9.654389890 7.092437916 9.066635212 4.844757227 7.317347488 8.889171733 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 female 2005 1307 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.560613e-06 6.589254e-07 -0.65267451 11.08401210 9.22774757 10.07829347 8.84824078 1.15477761 10.08633543 5.96842488 -1.65244772 2.50766780 5.14181287 8.44937442 9.32396289 7.37806591 12.32923361 10.48567054 9.41684861 11.10791085 11.87181805 5.43486171 9.58520631 9.96394758 9.18581477 9.02247379 6.08886666 9.33466279 12.96325828 5.66932730 NA 10.09936122 9.73917945 3.66932163 4.75712995 9.61477075 9.45068649 0.66929895 11.63828159 9.79912504 9.27961360 10.99822618 11.83347959 -0.65267451 9.50853066 7.89429333 10.34493111 10.49173838 8.77680542 NA 8.67382811 4.51732609 10.16198125 7.90390474 0.34743889 10.30843244 1.70070604 9.45461577 8.09894269 1.34738219 6.77366409 9.48950581 8.01273459 2.04785244 7.39996658 9.53722325 -1.65244772 9.84923603 9.93751801 10.54030805 4.41348577 11.98784371 13.34634174 10.82034341 13.87722583 11.35984876 9.51982631 9.73756779 3.55684628 15.80731062 -0.06763641 8.42954776 9.82818902 4.90198673 7.71153345 8.39724722 7.17076633 1.24659050 11.13305556 8.87408380 11.52107592 0.93236359 2.80683958 9.54092406 2.51732609 8.54215549 7.90006797 10.44904627 5.73110176 6.82313282 13.68529939 8.73218269 8.75466641 9.44411397 8.14829862 11.69517099 7.37530448 10.51230571 8.69058436 11.50711247 NA 6.65573821 14.06641319 9.61418530 NA 11.59146526 8.12875840 9.43154273 6.04783936 8.46633999 7.40539083 11.37063336 8.58221614 3.70494941 9.16438228 9.28108943 0.66929895 8.27517657 8.46244256 9.29795462 11.10249496 9.73380020 12.33216791 9.32037862 10.52637482 9.65403018 10.61330677 9.00188273 3.73971851 1.34738219 10.07999017 9.50158404 10.11488389 10.18542084 9.85865726 5.39179177 14.06035561 10.72758926 12.64345461 8.92577161 9.77628234 9.33608340 4.49714608 7.28991283 11.19131984 10.84973333 9.61125484 7.41617683 11.41681668 10.80657419 10.36281384 8.86408367 11.05583609 2.51732609 9.53994432 3.51732609 2.43485504 0.93236359 -0.06763641 9.80580545 10.12670770 9.49904959 8.32896613 8.92768553 4.04783499 9.23766314 5.47668303 7.18814571 11.77077736 10.19131984 8.98673943 11.20109820 10.93611339 9.20581499 9.81500440 10.09517216 11.72012782 9.03389923 10.62061161 9.53845804 9.30159519 2.87095647 7.45592308 10.97059443 11.60645935 2.73971851 8.72382815 11.55776571 8.89622068 10.36837877 8.37668586 10.28477264 10.82414499 6.91345313 1.34738219 NA 8.13693217 7.04436680 10.06550352 10.19014197 9.09894296 10.68306830 5.06164229 10.69214409 9.32109605 7.24524464 9.73002274 0.34743889 5.15475331 9.09139175 1.34738219 8.65003786 4.41348577 3.73971851 3.66932163 3.55684628 10.96118826 5.98402419 6.12218608 10.20774866 6.33432156 0.66929895 4.27813347 10.69474328 10.43552453 11.47184325 10.86359130 10.91701711 11.12609197 9.62119437 9.43283145 5.80354737 10.75864497 10.92033581 9.81805773 11.09643014 2.15474521 -0.06763641 9.70054566 8.65801149 9.62700942 10.55471825 9.10562204 8.66594165 13.20479667 13.33248468 1.34738219 10.95357263 6.47131267 12.83341671 9.80375319 -1.65244772 -1.65244772 -1.65244772 7.89429333 NA 10.89533921 8.48695003 9.42954776 9.56232505 10.51826278 8.46244256 9.55763180 3.43485504 0.66929895 10.94916954 3.39179521 1.34738219 9.88072853 9.56414473 7.49968328 4.49714608 7.77575907 11.36211670 9.99170579 9.60419719 11.09663972 9.64144506 7.93611317 10.48918666 5.26638178 7.39996658 9.06764302 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 female 2005 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 -0.1420986 10.6335237 9.5241374 10.2242356 8.1775855 1.6652563 9.8330449 6.6553805 NA 0.7609448 5.6523287 8.4009452 10.1357819 8.8522667 11.8117460 10.5909287 9.2630548 11.2878431 12.1739120 4.7405552 9.2394563 10.1241143 8.4372294 8.5618168 6.7034039 8.8913362 10.3569919 6.3336473 -1.1420986 10.4272943 9.8480173 3.3814772 4.9240048 8.3853905 9.4466280 NA 11.2862735 8.9440496 5.4428772 10.1758912 11.5437572 -1.1420986 8.7648039 5.8465986 10.2132645 10.5751614 9.6351687 NA 7.7034032 3.1058457 10.1679580 8.0228205 NA 10.8853495 1.5672047 8.8579135 8.1105788 -1.1420986 6.8179148 9.6310526 8.4927245 0.8579014 6.9186093 9.0867320 0.4428639 9.3980414 11.1010873 9.6708929 6.2416171 11.1527351 11.8658167 10.7842093 13.5668894 10.8018933 8.2957487 9.5548808 3.5017703 16.0803687 NA 8.6971170 9.9736073 5.3657065 7.4689384 7.8968325 4.5858339 2.0967004 11.6466317 7.5605017 4.9871981 NA 2.9453830 9.9904130 2.4428639 8.0575857 8.0000203 10.1804049 5.7767778 7.4353419 13.4863589 7.8995726 8.9897703 9.0101983 7.3736134 10.4443451 6.4945372 10.9067408 7.8691404 11.4594521 NA 2.3173330 14.2248502 10.0557443 NA 12.1176566 8.3617390 9.7580255 5.7767778 7.4239672 7.8437553 11.5700104 7.7974923 4.6128007 9.0526702 9.0378226 NA 8.4707817 8.6668776 9.6716946 10.2752385 10.7591574 11.8113223 9.7244195 10.3397129 9.4258694 10.4813377 9.3639729 0.4428639 2.4428639 9.6668775 9.2967052 9.6620443 10.5841315 10.0969151 6.4353419 13.1404951 10.5474746 13.9421820 9.6676816 9.8607284 8.4466280 3.4428772 6.8236971 10.2651811 10.9566035 9.7451339 6.9400622 11.5324389 10.4573614 8.7481778 9.6019061 10.5613844 1.8579014 8.8746799 3.1058457 1.1798295 0.4428639 NA 9.0855293 11.2799781 9.4981583 8.3255191 9.6216070 4.7648026 9.3265373 9.1820939 5.9871958 11.9120089 10.2280559 9.0489726 11.5210267 10.4712424 8.4496039 9.8635379 10.0032087 11.2030414 9.0502062 10.8992303 9.7625480 9.5644094 1.6652563 8.0051181 11.1258704 11.8331093 1.1798295 8.8276164 11.5024457 8.8885804 11.0855293 9.0228202 10.7278927 10.9179338 5.8236984 -0.1420986 1.1798295 8.2587926 7.2925416 10.4320338 9.7700541 9.1854659 10.4990620 8.7930785 10.5721804 8.8280193 8.1456260 10.1194206 3.0278441 4.1798454 10.1899499 4.8121080 4.9240048 4.4428772 0.4428639 4.8351914 0.8579014 10.8473079 7.0722323 6.5721590 9.6010647 6.6306574 0.4428639 4.9664397 10.8684415 10.2187605 11.4592199 11.1246999 11.5559669 11.3787776 9.1559759 9.0726088 5.5095407 10.7390273 11.7063407 10.1582660 11.6734968 NA -0.1420986 9.9929814 9.0963180 8.7602885 10.4785914 9.5678588 8.0600371 12.7718312 14.6337808 1.4428639 11.3227144 7.9306889 12.7529206 9.6310526 -1.1420986 -1.1420986 -0.1420986 7.5993803 NA 11.1349101 8.3557651 9.5188007 10.1153012 11.8289180 8.8294570 8.8589697 3.9871935 NA 10.9651305 2.7648132 3.5017703 9.4076980 9.7819835 7.9559457 4.0673634 7.7065361 11.5228050 10.0557443 9.5196915 10.7745393 9.7677915 7.9159051 10.3657081 5.4897452 7.7282784 9.1467794 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 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 6 1 NA 1 1 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 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 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 1.21381e-06 3.814831e-07 NA 10.0993406 9.7995501 10.3347638 7.8105659 6.5862213 9.8742508 6.6970621 0.4500631 0.7526630 4.6464795 8.3569753 10.1301509 8.4687482 11.8236747 10.6712688 9.3609770 10.9132682 11.9081492 3.5089737 9.6611615 10.4047654 7.8076363 8.1893027 7.8209461 9.0161386 11.3155600 6.8819301 -1.1347938 10.3075472 10.0487573 3.6200116 4.9097347 8.4463224 9.5759283 1.6724706 10.6316508 9.2542154 6.3808212 10.2766330 10.3822992 1.6724706 9.3599775 5.0549483 10.5012934 10.3818069 9.6868960 NA 7.8337889 3.1130503 9.7416389 8.0623387 -1.1347938 10.8961201 1.9389256 9.1667210 8.0072291 1.1870709 6.8985446 9.5646944 8.4835075 2.0350608 6.1412468 9.4336007 -0.1349522 9.4235427 11.0078672 10.0021130 6.4798320 10.6631279 11.4759161 10.9821156 13.7491970 10.9432727 8.5998314 10.2363541 3.2574331 16.3657694 -1.1347938 8.8861020 9.9040409 4.8193208 7.5375469 8.0174070 6.2314439 2.4845249 11.3484339 7.9157055 4.2913899 2.1870392 4.1870472 9.6964291 3.7720123 7.8566440 8.2445004 10.2718584 7.2226742 7.1597422 13.9622899 7.5793672 8.9512582 9.3599775 7.9499306 10.5115502 8.0425415 11.2240478 8.4538365 11.4151472 NA 4.5089800 14.8377204 9.7614543 -0.1349522 12.7345230 8.3039136 9.9657843 3.9095139 7.6627837 8.0770101 11.4352148 7.6948447 4.2913899 9.0512361 9.0350470 0.8651270 8.5233334 8.6900808 9.9505944 10.5836548 10.4844249 11.4762620 9.7951200 10.3619757 9.6057460 10.2798072 9.2836493 3.8193208 0.8651270 9.9703757 9.2488263 9.4121707 10.4958441 10.2374429 5.8309068 13.7430291 9.3729166 13.7121303 9.8601824 9.3906428 9.1689027 4.4500829 7.0450312 9.2477460 11.0684700 10.1631845 5.8763500 11.2845555 10.7951200 8.6660219 10.5393142 10.7485289 3.7230998 9.1460551 2.7720123 1.6724706 NA 0.4500631 9.0549464 10.9389288 9.7106121 7.9122457 9.9512051 6.0842897 9.0249933 6.0148685 5.1505231 12.0566439 10.4144253 8.9814660 11.3393349 10.8050684 8.9029433 10.1954786 10.0135985 11.5883563 9.3070286 10.7693803 9.2745128 10.6250102 2.7720123 7.9892435 11.5302358 10.1414615 2.1870392 9.1775284 11.6507787 9.1166044 11.3183926 8.1960390 10.2574393 10.9200653 6.6724763 -1.1347938 -1.1347938 8.5533724 7.1689027 10.4168302 9.4890034 8.9258179 10.5668616 8.0745755 10.8448615 8.9419376 7.6724770 10.2643999 3.5089737 5.1689027 10.3219896 8.3768747 7.1082955 3.9944077 3.2184402 4.6200116 0.4500631 10.9308747 7.7659888 6.8651220 9.7231029 5.6040239 NA 5.3408542 11.1316157 10.3950405 11.3901533 11.0864070 11.5364418 11.3266014 9.7606972 9.0546871 5.8668116 10.6639987 11.5752826 9.9657843 11.6172935 2.3245514 -1.1347938 10.0419184 9.0212051 8.9122460 10.3763805 9.5116807 8.1870501 13.4745316 14.7222595 2.3245514 11.2668015 7.6693500 12.1142354 9.8337887 0.4500631 -1.1347938 1.1870709 7.6497570 4.5930430 10.8516857 8.3080655 9.5904882 9.7199902 11.9863316 8.6980118 8.7857725 5.1130503 0.4500631 10.9762576 -0.1349522 2.9525759 9.8149487 9.6275040 7.4871736 5.7231025 7.8707463 11.3617261 9.8010236 9.4935675 10.8538066 9.8909537 7.8623014 10.4278414 5.3436068 7.7659888 8.6431993 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 -0.45651000 -0.45651000 -0.00166290 -0.00166290 -0.00166290 -0.00871460 -0.00553750 -0.01009400 0.00013863 0.00013863 0.00319100 -0.00249380 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 10.556429 11.545701 12.501747 10.149946 9.453836 11.648939 4.842401 2.450089 7.931211 2.672471 12.793363 8.339842 10.211636 8.939504 8.178549 8.750818 11.209140 7.040047 10.715700 9.196039 8.797337 8.883336 9.726597 8.108296 7.881930 10.981466 12.856289 10.0148691 10.3183925 NA 8.8608889 7.3847579 9.9499303 10.2761032 11.3289017 9.3245537 9.0709152 7.5053670 9.7462358 6.8366652 7.0939404 8.9432729 6.7416396 8.2976637 9.0085051 9.7523425 12.8600057 10.0033938 12.5232218 5.7515494 10.7599397 11.4382957 15.9766244 11.3033940 13.7763735 11.0530925 2.1870392 11.3127218 10.4931117 10.5577375 8.9325564 8.9814660 9.1700437 10.1201505 10.0085051 11.3329796 3.8193208 6.0745761 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA asian NA 3 3 2 NA 1 1 1 2 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.56939357 8.92536454 9.98797268 9.90877299 8.97740329 0.01549757 11.34302406 10.77486586 0.01549757 2.68297773 4.21186883 8.46530804 5.85677410 6.55463029 12.33080971 8.35976713 12.15416986 10.66801769 11.48426514 4.07436842 6.83565001 10.44731718 7.78585980 9.28615597 4.65932521 8.93830344 9.64555649 5.34937236 3.67843253 10.50264149 10.43543160 3.07436842 4.13094734 8.69612391 9.61476431 1.75244889 11.02530002 8.90624244 10.35457910 10.90624236 10.99608702 1.01549757 7.78585980 7.01170919 9.87552375 10.11306467 3.01547973 -1.56960767 8.27285929 4.83989914 9.91633825 7.28225816 0.01549757 10.76102808 2.07553263 8.99084172 8.12573736 5.00036514 7.21186883 8.93234617 8.70430450 3.95407531 7.26655888 9.50598796 0.01549757 10.40599863 10.42768840 11.19372130 6.23786387 8.88362509 11.37320665 9.50665648 14.16150966 10.52689463 9.23528524 7.79245260 3.95407531 15.65042423 -1.56960767 8.70895833 11.23705851 5.38470606 8.65209601 8.14475459 4.28849146 4.90429622 11.36124627 8.36371251 6.90624244 1.23786960 -0.56939357 9.10470122 -1.56960767 10.55721334 8.86305074 12.16150967 4.15842590 6.79245325 12.62979783 8.14818522 8.95210929 5.21186883 9.67665564 9.97821322 7.19205999 10.69465824 9.63691277 10.61909777 NA 5.70663277 14.11020863 10.52359626 3.78805922 13.01482554 8.17366015 10.94003648 8.07976530 7.84836129 8.03227996 10.25666006 8.06168603 3.28849146 8.50598816 9.38833637 -1.56960767 9.01265079 8.69025225 9.59667207 10.18956490 11.56830060 11.87923050 9.01641024 10.36825053 8.90421462 10.10470122 9.69942514 2.01546189 1.43049939 10.95333560 9.81151101 10.25268140 10.21555266 9.93929403 1.43049939 13.26665791 11.66742001 10.04751712 9.32456874 8.91230825 9.75637652 3.88994074 8.08514471 5.23786195 10.78393148 9.91482834 5.05986574 11.76219424 11.23786381 9.00699334 12.13495296 10.32418966 2.13096381 9.48686217 3.75243819 5.95407065 1.88994074 NA 9.26734829 11.47319427 9.36714694 7.99846519 10.14579742 4.18539878 9.36567395 8.45979594 4.57720523 11.55026061 10.82711370 8.46942774 11.50197125 12.61002928 9.56617965 9.86409435 9.45079432 11.79368548 9.14561301 10.24509142 9.80826163 7.39340505 1.43049939 8.17870170 10.77785348 5.39906169 NA 9.39300726 11.33269557 8.94423650 9.96578428 8.96286478 10.68553750 10.79819668 7.69729566 1.43049939 0.43049939 8.29004374 6.14475408 9.93085293 10.87474733 9.74622458 10.52128291 1.88994074 10.75854420 9.73486015 7.97933087 10.10778815 2.75242748 5.19869451 8.68435625 10.50932689 5.53903470 6.28225816 2.13096381 4.01547081 -1.56960767 11.02949188 3.07436842 4.69729566 9.04889442 5.49659657 1.01549757 3.78805922 10.41954858 11.09139618 11.32967701 10.54425112 11.21227841 10.85755978 7.95993936 8.44033766 6.43832113 10.27049998 9.04981180 10.21145871 9.84836145 7.28537725 NA 9.54620284 7.85677348 9.66472762 10.28887853 9.71185949 7.85467518 11.16034203 10.24308732 -0.56939357 11.79669452 6.37355078 14.79647245 10.72225519 -0.56939357 -1.56960767 0.43049939 7.84413705 1.23786960 9.67552081 6.87759212 9.57580432 10.43858728 11.08916668 9.32456874 9.49152224 1.01549757 0.43049939 11.29798069 4.07436842 0.43049939 10.49289236 9.72971692 6.98893004 7.18539680 8.46393179 11.37887615 8.43753612 9.18037839 10.86591874 10.54084862 3.85677659 9.16860117 6.91202586 7.25705778 8.77147164 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 0.000 0.000 0.000 0.000 0.000 0.000 5.300874 11.993944 7.127476 11.058727 8.139593 7.666523 7.393405 5.706633 8.030422 2.954066 12.193618 8.243873 7.469428 7.113117 8.733136 8.813133 11.185396 5.985097 10.580573 9.322293 8.627726 9.550442 10.132205 7.205296 8.032280 10.704887 12.863703 8.93135065 10.40921939 NA 8.73543045 7.48307732 9.85204785 10.68760209 10.57771385 5.33740069 8.89811431 6.61041807 9.39989546 8.31925212 9.57516709 9.55268984 4.51797482 6.78806053 6.79245325 9.08245751 12.60527859 10.85415013 15.26795206 6.36708795 12.19018908 8.41777278 13.23907094 12.76128577 12.79094451 9.89964196 2.23786960 9.82014018 10.92511452 10.58564339 9.29546889 8.46942774 9.48985338 9.94965369 9.91734388 12.02716456 6.30087417 6.18539680 13.83088406 11.80500505 9.06622699 8.46255462 11.11591473 -0.56939357 10.79464354 0.01549757 13.03783922 10.44531050 11.04659821 10.268137 10.447317 4.752438 8.163524 9.164372 9.093177 3.074368 12.811775 2.889941 14.975338 13.456341 8.328354 8.078327 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA 1 6 1 NA 5 1 1 1 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 -0.2351443 10.4657588 8.6321646 10.4279990 8.0199143 0.3498182 9.5842665 9.8970512 1.0867838 2.7819262 4.5722409 7.9095439 10.6532484 7.7044646 12.4555385 11.0083572 9.4670583 10.9050764 11.9894904 4.6956208 10.1130605 10.1279253 8.2923626 8.7393003 8.2507148 9.3601432 11.9371569 6.2078284 -1.2351443 10.3025895 9.8629178 3.0868177 4.6960940 8.8323201 9.1646975 0.3498182 10.5050880 9.9101810 8.6566694 10.6375605 10.3601431 -1.2351443 9.3620071 6.5396722 10.3151515 11.1221628 9.1496694 0.3498182 8.1721534 2.9348184 9.9247570 7.9222323 -0.2351443 10.4015103 2.0853567 9.3079175 8.0822981 0.7648557 5.8201687 9.2507151 8.1047355 1.5722591 6.5850647 8.3252186 4.0502840 10.2776261 10.1869504 10.1969055 6.4015110 12.6409172 13.4635904 11.2132601 14.4332444 11.2955359 8.5527882 11.2135183 1.7648981 15.2705577 NA 9.6080215 9.2497087 5.0868135 8.1399253 7.5754576 8.1202368 2.5197683 11.4722448 7.8108640 2.0868177 2.3498465 4.6717746 9.3280820 3.6228718 8.8576427 7.6687673 10.6236438 7.6259725 7.9423051 12.8230466 8.4653256 9.0754984 9.9651713 7.3271277 9.6648618 8.9497611 10.6600823 8.3252186 10.7521497 NA 2.3498465 15.7153845 9.1147197 1.3498748 11.5511553 8.2099007 10.5042444 5.3040437 8.1202368 7.5690163 10.2918739 7.7564075 4.4653280 8.5380248 9.7161704 2.2243182 8.9272769 8.6459995 9.3960627 10.4640243 10.8007158 11.7452681 10.3489086 10.4991719 9.3878526 10.5380249 9.2225334 3.8092807 -0.2351443 9.8915902 9.2294315 8.9816315 10.0862501 9.8396962 5.0686665 13.8150319 4.7648875 11.3086426 9.5738499 8.2647316 8.9949061 4.4373143 6.1827380 11.3996967 10.7263353 9.4006039 5.4653248 12.6059310 10.8286178 8.0822981 10.8400305 10.8493619 3.0128189 9.1817148 5.4513859 1.7648981 1.5722591 1.7648981 9.3987890 10.3233063 9.7955528 8.2687113 10.6200267 6.3117810 9.5866597 6.7364290 5.6956236 12.3164738 10.1641636 8.6941440 11.5776647 10.6852385 8.9498851 9.8805796 9.5954009 10.8191508 9.3470276 10.3772935 9.6971005 10.2253416 3.1572054 8.7205357 11.5044553 10.9942753 1.3498748 8.4670585 11.7330124 9.3059824 10.8279436 8.1377510 10.8309749 11.1391101 6.7535698 1.0867838 NA 9.2324912 6.9297922 10.6088067 9.8038047 8.9069928 11.3940146 6.6414030 10.5247406 9.3647985 7.4408426 10.1202368 3.0128189 4.9743412 10.1858985 0.7648557 10.1502088 4.6717746 4.0502840 4.9743412 3.6717802 11.1803634 6.9547105 7.7816941 10.1614904 6.0686665 0.7648557 5.0316731 10.1328464 10.8126912 11.1566663 10.7830859 10.7453823 10.3685120 7.7733146 7.6926636 5.7572020 11.3864797 11.5957970 10.5050880 11.0386813 1.5722591 -1.2351443 9.8336640 9.2766383 8.7719130 10.8034618 9.6837489 7.2365605 13.2216251 15.3678455 2.9348184 12.5119248 9.2397374 12.5747543 9.9846593 0.3498182 1.5722591 1.0867838 6.8993122 NA 10.1958609 7.3156323 9.8721028 9.5536040 12.0574949 9.1890519 8.9962509 5.6228659 0.7648557 11.3738335 1.0867838 1.3498748 9.4346566 9.5584890 7.8864191 5.8309753 8.1827380 11.3122622 9.3987890 8.7464528 10.6874701 10.3902475 8.8336640 10.6255847 5.3648000 7.9120905 9.5730454 9.9044370 0.0068176 0.0068176 -0.3895100 0.0000000 0.0072622 -0.0027707 -0.4001900 -0.0105530 -0.0454300 -0.0162920 -0.0416970 -0.0416970 0.0034687 0.0075000 -0.0155390 0.0182430 -0.3895100 -0.3895100 -0.3895100 -0.3895100 -0.3895100 0.0000000 0.0027745 -0.4139700 0.0034687 0.0034687 -0.0105530 -0.0013858 -0.0064555 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.390 -0.390 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.414 -0.414 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.390 -0.390 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.414 -0.414 0.000 0.000 0.000 0.000 11.375680 11.465975 13.566544 10.818472 10.410544 10.796242 3.224318 2.224318 7.264732 4.764888 13.478702 8.780426 6.379595 7.837956 8.964288 9.314670 11.008952 7.873410 11.276638 9.904437 9.193246 9.138023 9.915287 8.477413 7.836348 10.572241 14.206079 9.677026 10.739659 -1.235144 8.539673 6.852348 10.814394 10.063521 11.291385 10.184846 9.421311 7.220213 9.779604 7.064094 6.707401 8.986473 6.939812 8.415937 9.648293 8.918438 13.460386 10.772964 11.685611 7.368104 9.642170 11.085968 13.809493 11.408516 13.581819 10.420864 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 male 2006 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.595293e-06 4.855239e-07 NA 9.9163902 9.3642459 9.6994055 9.1759100 NA 9.7567871 8.3040510 -0.7050999 0.1900459 5.4137362 8.7846440 9.3157761 8.1085773 11.4592317 10.5787526 9.2605804 11.4410466 11.8742300 4.9095043 8.7189626 9.9427042 8.3309697 9.7961358 6.6031352 9.2009351 12.0145058 5.2605790 NA 10.2325377 10.0120441 3.1527837 5.0091769 8.5272170 9.5962923 1.4647205 11.0259030 9.6763392 9.2365775 10.4625279 11.4864723 -1.7050999 9.9865396 4.7041859 10.4492979 10.4072357 8.5486435 NA 7.7231565 1.7542462 9.7200121 8.5248167 1.7542462 11.1796688 1.1021206 8.4920130 8.0826989 -0.7050999 7.2106752 9.3829218 8.7674870 1.6167341 6.5474622 9.5790419 -1.7050999 9.9113449 10.7831385 9.0883995 4.6346455 11.8110194 10.6181325 10.7265549 14.1183127 10.2358437 8.7189626 10.4910909 2.2947825 16.2946916 -1.7050999 8.2605804 10.3722795 4.0496830 7.4033206 8.3649173 5.3282189 2.6898582 11.5366304 8.1036639 -0.1202942 1.2947825 2.4647205 9.4477147 3.7210664 8.1308465 8.0679355 10.5997178 5.4445445 6.8835109 13.5567441 7.2225737 9.1888561 9.3426016 7.7084238 11.2911178 7.1774395 10.2898566 8.0124726 11.4069098 -1.7050999 4.9095043 13.6721762 9.8154148 0.8797842 11.8884207 7.7786120 9.5598250 1.9952312 7.8835109 7.4821481 10.7242029 8.2225742 4.1774395 9.4279384 9.4628415 2.4647205 8.8465043 7.8339552 9.2656211 11.2116087 10.7595971 11.9211326 9.9191348 10.0662857 9.4078872 10.1391097 9.0830006 1.7542462 1.8797450 10.0969086 9.3391902 10.0555619 10.5580654 9.9462963 6.1339991 14.3636374 9.7745764 12.5268423 9.0387890 10.0090417 7.5871182 3.5042517 7.0662851 10.5830855 11.3835844 9.9733963 7.1181635 11.7238119 10.6668450 7.6257132 9.2099285 10.8693897 2.6167341 8.6511489 5.8722255 -1.7050999 -0.1202942 -1.7050999 9.0328885 10.5382677 9.5859668 7.9422547 9.8622628 5.4747053 9.8965669 3.9095043 6.3239176 11.7295547 10.4653472 9.3829218 11.9954526 10.8373444 8.9842527 10.1153740 9.9480892 11.2103021 9.2031887 11.1622680 9.3613966 7.2518980 3.6523488 8.8493851 11.1173670 10.9642969 4.0496830 8.8707229 11.5101775 9.2306978 10.6586572 8.7936452 10.4935482 10.7129123 6.8797584 1.1021206 0.6167341 9.2061883 7.7521772 10.7359248 10.0265395 8.9168480 11.0654600 6.1339991 10.4825503 8.5103290 7.9332321 10.2645424 1.2947825 5.7705304 9.2562460 0.6167341 8.0973127 5.2255333 1.4647205 3.7210664 2.1021542 10.9101959 6.7542275 5.9952358 8.9447258 6.7441517 -1.7050999 4.6871111 11.0328884 10.3938152 11.7603626 11.5156279 11.2435284 11.8143096 8.5403489 9.4839844 5.9686345 10.5418336 10.7773521 10.3544786 11.8801108 -0.1202942 0.6167341 9.8750548 10.1221388 8.7786120 10.6986071 9.1597561 6.7126481 13.7835464 14.2403772 2.2016966 10.5151745 7.7162090 12.8047567 9.8344396 NA NA -0.7050999 8.0090414 NA 10.9305529 9.1292673 9.4858555 9.3742809 11.2690315 8.3514340 9.1575806 3.8493888 -1.7050999 11.2825931 2.9952312 1.6167341 8.8984224 9.7152829 7.4366732 4.2947972 7.8928488 11.1966059 10.0843298 10.0154680 10.9643456 10.0998588 7.3227024 11.8183581 4.6169046 7.9113452 8.6946083 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 female 2006 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 6 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.144449e-06 2.42762e-07 -0.8740845 10.2502377 9.5261391 10.5132721 8.9185836 6.0386820 9.7284921 7.9261270 -1.8740845 2.0103860 5.8262332 8.8655737 10.1585278 8.1564603 11.7977765 10.8314256 9.3867127 11.5400821 11.8857854 3.9837780 10.1205002 10.3343324 8.8270997 8.4409426 8.0901341 9.0198531 11.3709002 6.3352474 -1.8740845 10.3315864 9.9547230 4.1701895 5.8874765 8.5266725 9.5708080 0.7107899 11.6011467 9.5256052 7.0624315 10.2375809 12.0954495 -0.8740845 9.1763220 5.5520573 10.3100487 10.7467003 9.5567683 -1.8740845 7.9443753 2.5852270 10.1749611 8.2369288 5.3156169 10.5181455 2.7475593 8.6765400 8.2251409 -0.8740845 7.6296189 10.0850707 8.7219830 1.2957230 7.2290812 8.9626326 6.6610683 9.3831811 10.6228966 9.3671806 3.4833515 11.4084169 14.5110490 10.8515855 13.4850967 10.8296968 8.5127334 9.9343552 2.6493625 15.9675664 -1.8740845 8.3914082 10.4440536 5.6256387 7.4318553 7.7441786 6.2185506 2.1754288 11.2823504 8.1909264 6.4567109 2.5181071 2.7107458 9.6673738 2.9837689 8.0712371 7.8906650 10.3193186 6.1592154 7.3949197 13.4922179 8.1384177 9.1166062 10.2244833 7.1257937 10.6447562 6.7294195 10.9441757 8.0266601 11.3734241 -0.8740845 2.5181071 14.0136088 10.1176693 -1.8740845 11.5382307 8.3485883 9.8659957 7.6803820 5.8672590 7.7051091 11.7971131 7.7368179 5.1030737 9.6065834 9.2698142 -0.2892982 8.1030732 8.2806112 9.8956310 10.7303464 10.7170818 11.9308922 9.8731471 10.2994703 9.7168479 10.6198988 9.3270655 4.7551493 2.0327004 9.9254795 9.1384177 9.6254000 10.7284921 10.3978397 6.7660385 13.4117011 9.2369288 12.3808218 10.0908559 10.3650934 7.6276302 4.4656415 7.1891881 10.8168824 11.4926618 9.9535328 7.9728506 11.1029103 10.4301445 8.6256391 10.9397747 10.6350733 3.4833515 8.6674224 3.2550777 1.1257833 -1.8740845 -0.2892982 9.7737013 10.9309324 10.0364359 7.6276302 9.0209141 6.6994406 8.8184087 6.5478585 6.4432055 11.7739260 9.9822187 9.3849480 11.4054038 10.4287177 8.7017861 9.8101036 10.0737953 11.0989524 9.2850339 11.1938997 9.7326611 9.7822180 2.5852270 8.1783611 11.4081577 10.7007746 3.4477246 7.8151969 11.3628538 9.3303643 11.4290032 7.4855428 10.2872400 10.7886841 5.9136961 0.7107899 0.1257833 8.8503072 7.8520113 10.6345784 9.8840165 8.4352694 10.8943911 7.9005801 10.6908334 8.6116224 7.5541537 10.5383631 2.8262332 4.2550777 10.2149126 1.2957230 5.8806806 5.6335881 3.9837780 3.8262332 1.8262332 11.0664738 6.9899791 6.8331520 9.7177830 6.4359519 0.1257833 5.3156169 11.1368457 10.4698116 11.4653649 11.3802314 11.4641118 11.1912093 9.5277393 9.3867127 6.2472744 10.7058162 12.0009666 9.9124713 12.1832773 -1.8740845 -0.2892982 10.1547352 9.3955044 8.7902406 10.8451820 9.2046112 8.4932078 12.3663610 14.4390837 0.7107899 11.5673109 7.7366333 11.8259078 9.8460375 -1.8740845 -1.8740845 0.1257833 8.2881846 1.7107458 10.2271124 9.0987730 9.6741335 9.7257061 11.8727274 8.7321983 9.0841791 3.8537163 -0.2892982 10.8750341 1.5852029 2.5852270 9.4013359 9.9926857 7.9539299 4.0799924 7.6746153 11.2637450 10.5795782 10.2547542 10.8477468 9.7180727 7.7163805 10.8434696 6.0216418 8.1770024 8.9665712 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA 1 6 3 NA 4 4 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 11.31493728 9.47683469 10.34834995 8.10644935 -0.55173334 9.87450267 8.48900698 -1.55173334 0.69617191 5.88286555 8.60179010 10.27796069 9.03788899 11.68694119 10.85736360 10.24346583 11.97045160 12.38763347 5.13473844 9.75258922 10.33355299 8.36560987 8.56067751 7.25880909 9.30232705 10.76055363 4.22959561 0.03322916 10.16976432 9.68544789 3.09208901 5.74285777 9.18717463 9.22877757 NA 11.14737654 9.36187536 8.88806892 10.28033674 11.32264301 -1.55173334 8.37897540 6.51432744 10.43905095 10.86345153 10.19181011 -1.55173334 7.90150833 2.77017361 10.20270789 8.49672478 -1.55173334 10.44070538 2.71951204 8.42837734 8.19810710 2.03319391 7.21642188 9.57558746 8.97864411 0.44826666 6.42551805 7.94409298 2.69617191 9.44329832 10.96196554 11.83275187 6.12066298 12.56218758 13.75917015 10.86133687 13.35836530 10.96097839 8.44400523 10.74429373 3.14867384 15.40643943 -0.55173334 8.88077979 10.18379391 5.50352047 7.75429962 7.79253394 6.75201930 2.15088457 10.91252839 8.06180643 NA 1.25562158 1.77015246 9.31319777 4.65769145 8.40243440 7.73825645 10.13123256 6.13473844 7.19643098 12.14683406 8.05926279 8.77915464 11.17828340 8.35813117 10.32560262 7.62316380 10.61314485 7.47060600 11.41762444 NA 2.90767905 14.12419495 9.03037995 -0.55173334 10.77971476 7.79475181 9.80578997 5.69616635 9.00857064 7.55937327 11.21124277 7.56458166 4.94009156 9.40896400 9.50012663 -0.55173334 8.89221736 8.60179010 9.36187536 10.92549020 10.41438282 11.99236922 10.38671483 10.24994623 9.22220128 10.15990488 9.16502304 2.44824023 1.25562158 9.96393775 8.38634710 8.44297334 10.67675603 10.35475275 4.90766944 13.84172893 5.47060519 11.84122608 9.57429701 9.76565060 7.54363507 3.80578772 6.52505406 11.44541738 11.33450604 9.84109192 7.37601596 11.86595333 10.25277233 7.66498408 9.58522904 10.94034142 1.44821379 8.39623999 7.50352047 1.77015246 0.03322916 -1.55173334 9.86819813 10.70090332 9.76338751 7.99705977 9.71477853 6.78362821 9.85124994 5.36710193 6.54958293 11.86437568 9.52972141 9.32091289 11.61047187 10.61816293 8.17365515 9.95504132 10.00282683 11.01429196 8.93808580 11.06363769 10.14867766 8.55152563 2.44824023 8.85974877 11.36280990 10.83490608 3.57752551 8.22643002 11.30407970 9.22055246 11.74801833 8.76112102 10.24589943 11.09569634 6.91991328 0.77019475 -1.55173334 9.53171734 7.98739648 10.46434970 9.74630050 8.43265631 10.43407982 7.17955683 10.45548248 8.52237948 7.88286616 10.64022243 1.77015246 4.63806225 10.10867956 NA 7.23940091 5.45946441 2.14867384 3.87450191 0.77019475 10.75771427 6.96787410 6.72900887 10.36372894 7.29350843 0.03322916 5.03319832 10.65860487 9.93205364 11.77410549 11.53950800 11.58890793 11.25579410 8.26041527 9.74687335 6.24583409 11.27319666 12.24214599 10.07166226 11.62300761 NA 2.44824023 10.06845773 9.67103289 8.22959754 10.97840037 8.88390821 7.06294737 14.49393360 14.19616862 7.03695273 11.13823589 7.42150440 11.94982635 10.52638871 -0.55173334 -1.55173334 -1.55173334 7.77691264 NA 10.49774618 8.91074016 9.34834995 9.74113459 11.85935164 8.93708216 9.10222034 4.37897626 -0.55173334 11.13145187 2.53570462 0.03322916 9.25075437 9.38045262 8.01429168 4.37897626 7.76338767 11.28488007 10.15387030 10.57784288 10.73479564 10.50487558 8.25236882 11.31145628 5.32745384 8.12947622 9.35211981 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 female 2007 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 1.491252e-06 3.814831e-07 NA 10.1053334 9.7227838 10.4385675 8.3018935 1.1894767 9.3970786 9.0745250 NA 1.8053337 3.5113795 8.0380773 9.3051479 5.8547911 11.8847911 10.3106638 9.9964064 10.9158830 11.8225628 3.3187362 9.0231347 10.1316020 7.6631596 7.7266725 6.9105528 8.8387101 11.1850446 4.9443431 NA 10.0720971 9.8609951 1.7744181 3.1894609 8.4989306 9.6555305 -0.8104601 11.0282641 9.7105637 2.0963293 10.6654407 11.5347207 -0.8104601 9.1187125 7.7516967 10.4200750 11.2220164 9.2420222 NA 7.7856441 2.9968045 9.8137926 8.0781973 NA 11.0557072 1.7744181 9.3533301 7.7286131 0.9968226 6.0598182 9.5666647 8.2460917 0.9968226 6.3442728 9.4474310 2.2769135 9.5309730 9.0910751 9.6339513 5.8476663 13.4365872 11.2836967 10.6225179 13.3849416 11.3151904 8.4875165 10.1392808 2.1894451 14.9771271 NA 8.2090449 10.7956279 4.0223412 7.0781978 7.3442719 6.6692337 1.0769695 11.6465784 6.6860284 1.1894767 2.1894451 2.3593806 9.3155132 4.2555461 8.7593097 8.0128212 10.8851173 5.9708146 6.9642415 13.2543652 7.9309212 9.6057238 10.0104308 6.3238798 10.9246314 7.6468352 11.2543652 8.1609978 12.0403246 NA 4.0720972 13.5125088 9.7856439 -1.8104601 12.6966912 7.1083174 9.0605892 5.3891262 8.0857863 7.9393236 11.4543365 7.9609437 3.3593806 9.4568261 8.6529783 -1.8104601 7.7744168 8.1275636 10.4299473 9.6606212 11.0722881 12.2847901 9.7174197 9.7516965 9.3360227 10.4938054 8.2068053 2.4373876 0.7744181 9.5806976 9.0451014 9.2896630 10.6083608 9.9605308 5.7286117 13.2291871 7.3989078 14.1545845 8.8188106 9.8467725 8.7421231 3.7440427 5.9309218 10.5228890 11.7199823 10.2504877 7.3392015 12.4359772 10.7341771 8.7921529 9.6529785 10.4477257 3.1894609 9.3647230 4.1894530 -1.8104601 NA -0.8104601 9.1378214 9.8596677 9.3835952 7.3593788 9.7588303 4.2118221 8.8178995 5.8968143 6.2350492 11.5508496 10.8256255 9.6209516 10.9978150 10.8393838 8.5989830 9.8933577 10.1008460 11.4127016 9.1978826 10.2504877 9.2083497 12.5369370 2.9968045 8.5871287 11.6730179 9.1187052 0.7744181 9.1051765 11.8426350 9.1566803 11.7248510 8.5644936 10.3952473 10.9545329 6.3693635 -1.8104601 -0.8104601 8.4242717 7.6051958 10.5254027 9.4852229 9.5951275 10.5788166 5.8547911 10.5526854 8.9036996 8.0827558 10.0132194 2.7130139 3.5817730 9.1008460 4.8041620 8.8662926 4.2338497 2.6488796 2.8333152 3.5817730 11.4850795 6.3290052 6.3543605 9.9893145 5.8773541 0.5113668 3.4748513 10.9353384 10.1436504 11.0522851 11.3310823 10.1194522 11.8381487 9.5287473 8.8855436 6.6514651 10.9245870 11.6393765 9.4242715 11.4928068 -0.8104601 0.7744181 9.9092707 9.1566803 8.3404706 10.7718313 9.1638688 8.3543609 13.5963234 14.6770115 NA 10.7402009 6.6083184 12.4328512 10.1246191 -1.8104601 -1.8104601 2.8899018 6.7593103 NA 11.3179318 8.8864215 8.8583391 9.2139013 12.3331562 7.7986325 9.0611514 1.9968226 -1.8104601 11.3785064 0.7744181 1.9968226 10.1138954 10.1964814 7.5873852 4.2118221 7.8601105 11.9886345 10.3915779 9.9592919 10.7697127 9.6564431 7.3915779 9.8351125 4.3792813 7.0318043 9.6656941 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 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino 2 2 2 NA 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7.282859e-07 4.508437e-07 NA 10.82917449 11.21221481 10.55651630 7.23078423 2.79495645 10.65294605 9.54149858 -1.01246084 3.18846423 1.79497724 7.48346514 7.71892941 5.84559041 12.12780082 10.47192949 8.03200439 8.49738523 12.26446148 1.79497724 8.66884847 11.79978741 8.80299352 9.97060363 6.10655143 8.77714384 10.51655249 2.30952547 -1.01246084 10.04153596 10.76732946 3.07507048 -1.01246084 6.20677800 9.92424808 7.43469327 12.49886860 8.26838106 1.79497724 11.35829752 12.40519894 NA 8.91390605 11.03405205 8.79174115 9.76404321 7.32300070 NA 8.82681380 3.79496684 10.35338571 5.29138991 0.57259868 11.69846172 -0.36160174 9.64849744 8.44908962 -1.01246084 1.57255017 9.45826900 7.37992761 0.57259868 8.85797478 9.73244389 7.24027521 9.76404321 9.13735725 6.25439752 3.23554327 11.28238015 11.82267359 10.96667797 14.26703933 10.88772220 9.68804989 7.89750304 5.67411033 14.20742147 NA 6.51117230 8.17496212 5.11689286 8.54985242 7.34516215 6.49540416 2.22792587 12.79164027 7.39895143 -1.01246084 NA 3.89449767 10.36427815 NA 9.03336986 9.71892907 10.43003526 5.43055291 6.86412670 14.21421045 7.85797478 9.10395418 5.87025374 4.15753692 10.00576165 10.92939135 10.88091162 7.47946340 12.91381344 NA 3.44703693 12.10265377 9.82681396 NA 12.14606202 8.78527165 10.72949839 5.96489069 8.98054833 7.60232028 11.34158392 6.29139175 1.30952547 9.62514060 8.94180647 3.68804604 7.15753490 9.14116223 11.15659558 11.65139057 11.03915896 12.63752976 8.55746562 10.78689175 10.20859298 10.87292516 9.51817257 4.30954002 3.98761192 9.88772220 9.97345199 7.77877300 10.81336395 10.36373551 5.71553100 13.61537196 1.57255017 -1.01246084 9.25087941 10.33024040 10.64537518 5.63146520 6.58752251 8.30275954 10.68761626 10.69453776 6.48745580 11.46720600 11.96471113 11.17465284 12.98910627 10.86604427 4.30954002 8.73595400 4.27301601 3.84559041 -1.01246084 -1.01246084 11.02068894 -1.01246084 9.18605504 7.56881041 9.43122722 3.37992588 8.52870688 8.88847690 5.74249673 11.93268809 12.11592672 7.53064199 9.98831431 10.72147281 9.74153710 9.41806258 11.35884227 12.71542422 9.34075697 9.18113536 11.69194608 1.79497724 4.30954002 9.52579895 10.01965577 11.30175430 2.68804604 6.56526510 9.38955627 8.65116832 10.78608189 5.19706332 11.91890165 11.27445661 5.63146520 1.30952547 NA 9.61605567 6.90647336 10.16565246 10.87254376 7.44293769 9.65294605 3.37992588 11.08201774 9.52385733 8.07507316 8.75579458 2.98761192 4.23553561 10.41544676 NA 5.96489069 7.11173141 2.57257442 7.30049351 3.07507048 11.52822250 2.79495645 9.01274967 10.52203456 10.35966985 5.13735597 1.57255017 11.21733021 10.80619233 11.59725060 11.45292144 10.74208009 10.28223082 9.31403960 8.61607387 6.05294620 8.91538794 8.89299718 8.93305384 8.49342158 1.79497724 NA 10.71765560 4.57257442 9.66621033 9.85566102 10.42588212 7.87939394 12.39872381 14.16280877 0.98761192 7.71892941 9.56890482 6.36264872 9.64582160 0.98761192 1.30952547 NA 7.35829779 NA 10.31970260 8.71212388 9.09744067 9.98478955 10.75123750 9.33965362 9.50373353 NA -0.01246084 10.78243207 1.30952547 2.98761192 10.19034621 9.82287097 7.76896965 6.95339446 9.43365950 11.81812533 10.90759073 9.61149166 11.69410611 8.84714475 5.34516215 10.25556718 2.87318323 7.38421476 7.43055375 10.34955393 -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 male 2006 NA no NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 2 2 5 1 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 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 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 5 0 0 0 0 1.352531e-06 3.468028e-07 -2.009843833 10.236469538 8.803806943 10.149897223 8.833161759 8.304042784 10.412353479 9.205170594 -0.425075022 -0.717145091 5.338752425 8.268475098 11.632867320 7.695658425 12.154540015 11.771590488 8.095934439 11.088057963 12.196658708 2.797386577 10.829229677 10.639731133 8.751577197 9.263238679 9.298364826 9.179850386 11.957935668 5.497819910 -2.009843833 10.496829316 9.935469766 4.835514849 5.724803045 8.023448874 9.716243983 -1.009843833 11.481503195 9.660682124 4.884842094 10.339030573 11.219145101 NA 9.676088598 7.769745297 10.092657787 10.958692628 9.866159058 -2.009843833 8.309697800 4.497823102 10.362074663 8.015165242 0.311968051 10.756287689 2.322735778 8.622302988 8.361802567 -2.009843833 6.896916025 10.314206406 9.056114999 1.990010902 7.316455324 8.602894427 4.199476046 9.597818485 9.918174067 9.356894505 7.282347131 10.877960377 12.481440580 11.692090283 13.203775624 11.014299843 8.563114266 11.310262289 5.582483746 15.384312697 -2.009843833 8.814984538 9.027572922 5.790925785 7.574988535 7.223645540 8.677401474 2.311968051 11.337370412 8.425800417 0.311968051 2.159952045 5.169933016 9.640628881 3.896920867 9.017931927 7.714539523 10.002999489 7.798990139 7.650022058 12.807359310 7.782816100 9.025512233 10.515057183 7.878768862 10.183427956 7.789307360 10.921502087 7.475855001 10.530880427 -2.009843833 2.382335243 15.005985195 9.589473818 -0.425075022 11.131654043 8.224843403 10.101487645 4.098554307 6.908888546 8.525301158 11.000553936 7.106370307 5.139772344 9.456612126 9.233199748 NA 7.988616526 9.215835825 9.688296475 10.188470903 10.351695570 11.605001349 10.186013185 10.912424426 9.699109641 10.435299383 9.118290935 2.797386577 1.311968051 9.945675732 8.926663665 8.572346661 10.986146237 10.680896852 4.920764910 13.329005918 7.623021102 11.581665098 9.987911019 10.161828115 8.447406866 5.169933016 6.728117791 10.137548863 11.429337325 9.920023931 7.874196333 11.392533006 10.560593165 8.593652185 10.855179168 10.630270766 2.896911182 8.684105137 5.810204006 1.690461795 -0.009989098 0.575021826 10.162765928 10.085093179 10.585982640 7.578740253 10.372512068 6.457632046 9.186628069 6.797381389 7.009366209 11.917248281 9.403124750 9.739057225 11.463224257 10.562489245 8.701830416 9.833554418 9.990378007 10.776295501 9.194597066 10.341793326 9.629818682 9.859619731 4.159952045 9.316455324 11.576513824 9.326498924 0.575021826 7.526894337 11.643542730 9.039874527 11.844602089 8.478870311 10.418124260 11.066006354 7.721344631 -0.009989098 -0.425075022 9.646003665 8.418386045 11.191996600 9.720496002 8.221246827 11.289520098 10.521407282 10.482317196 8.782002553 7.660681946 11.001951953 4.347580623 4.293804522 10.658246032 1.449482140 9.549402914 6.194597312 3.237946061 5.704271639 3.544609026 10.588776277 7.177377677 7.833946970 10.960131783 6.198162123 1.159952045 6.114146272 11.020865380 10.477614698 11.671374099 11.491365503 11.196735018 10.847618181 7.781188547 9.514097400 6.533521300 11.734754619 12.440012741 9.867309941 11.947490725 -2.009843833 -0.009989098 10.303759176 8.470816250 8.663335012 11.139137861 9.234984319 8.111559286 13.493758449 14.968278256 3.944221271 12.219145070 8.416951182 12.329458353 10.515791383 -1.009843833 0.797345071 -2.009843833 7.542695281 -2.009843833 10.138867829 9.495837443 9.906278523 9.246234438 12.610417543 9.224244596 9.095855869 5.149897477 1.159952045 11.003697447 -2.009843833 2.237961353 8.990729989 9.946765068 8.838648653 5.597355370 7.761515331 11.432710222 10.390104775 10.452272545 10.967663541 10.021382421 10.262655602 11.450481748 6.091003703 8.068176895 9.013780187 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 2 2 1 NA 1 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 11.2371324 9.7696000 10.0630230 9.5125925 8.2892175 10.0045274 9.8139365 NA 2.2760202 5.7162419 8.4346716 8.6878264 8.1331967 11.9979667 11.0854759 8.5568302 12.0030866 11.6591725 4.0361252 9.5007610 10.0180789 9.3808219 9.0185975 6.9987551 8.9473780 15.4271829 7.1427453 NA 10.3294895 9.9342427 4.1616539 6.7008641 9.6687871 9.3816284 -0.4233328 12.1729970 8.3448751 7.8317196 10.3896703 11.8545593 NA 8.8690123 4.6427824 9.7509923 10.6946585 9.2420268 -0.4233328 8.7812620 4.6427824 10.5493116 7.7264382 -0.4233328 10.4570013 3.1058792 8.5809113 7.9754347 0.8986340 7.1002523 10.2631913 8.6681262 0.1616942 6.4895799 10.2402488 1.8986340 8.3332471 10.2662520 8.0705460 3.1002544 12.0523318 10.7463026 10.1403637 13.0580487 11.0160023 7.8340785 8.2115019 6.2701776 15.9592135 -0.4233328 8.6319733 6.1235855 5.3181577 7.1877153 6.9120810 6.8850301 0.5766672 11.2092316 8.3068040 13.8880134 2.0361165 1.1616297 9.4079981 1.5766672 9.8311289 8.0904184 10.3024830 5.9775707 7.2349027 13.6418965 8.5221346 9.4307799 8.6799786 7.8340785 10.8453117 8.8758989 10.6770245 7.7289755 12.2536395 -1.4231393 9.2078677 14.3435561 11.5630662 -1.4231393 9.8741802 7.4895799 9.6176654 6.5710442 9.2160314 7.8850301 11.1670439 7.9839587 5.9342428 9.2960795 8.9913759 NA 8.3531239 9.1235852 9.9603950 9.5745759 9.7156026 12.2033512 9.4370017 10.6090809 9.1139091 9.9919043 8.5922451 1.8986340 3.6210907 9.1522301 8.9364404 9.3506541 10.4899542 10.6868478 3.6641528 12.7283416 4.6852169 9.0665386 9.3349139 10.2561708 8.3415624 4.6852169 6.9903184 9.3605076 11.5424750 10.4284398 8.2133152 11.6983586 10.3269790 11.7043627 8.0237738 10.3202630 0.8986340 9.9356716 5.7466164 1.3840498 -1.4231393 -0.4233328 10.3572306 11.0481120 9.6045968 7.2060473 8.3286363 6.7213494 8.2892175 4.6641528 6.7387800 12.4687592 9.9924325 9.3735416 12.1773006 10.8272853 8.3379925 9.6135512 10.1849456 10.7277073 9.4888317 10.2866362 9.0914047 12.2672344 2.8246253 8.0113190 11.4820778 11.6904215 1.8986340 7.4798498 10.9765027 8.4562739 11.3572306 7.8736071 9.8269892 10.8756125 6.1616539 1.3840498 -1.4231393 8.1672776 7.6535065 10.4862088 10.3282349 8.5879181 10.6551751 3.3840498 10.5234253 8.8328995 8.6969286 10.5261528 -1.4231393 4.5990559 8.8986189 -0.4233328 4.3315762 3.4835836 0.1616942 1.8986340 1.1616297 10.9087273 4.6852169 6.2420270 10.6280799 6.6963069 1.8986340 4.2771293 11.5641324 9.8376103 11.6338364 10.9076076 11.1893289 11.6894560 8.0217057 10.6327357 6.3482466 10.9190433 10.9209867 9.6481532 12.5895771 -1.4231393 0.5766672 10.1973688 9.2952237 8.7059738 10.9556006 9.5997520 8.1235850 13.1724727 12.2430257 2.5766914 7.6982240 5.0151496 12.2129755 10.1639996 -1.4231393 0.5766672 NA 8.4835812 -1.4231393 11.6335198 9.2446892 9.7175205 10.4524401 11.0810132 9.3299075 9.2378096 3.1002544 0.1616942 10.5081670 NA 1.3840498 9.1849455 9.3349139 7.7590852 9.8986189 7.4127409 11.6302773 10.3783991 10.2424708 10.6956318 9.8258042 7.3872626 10.9432862 5.4592119 7.9732956 8.9209867 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA NA hispanic or latino 1 6 1 NA 5 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 -1.4707288 9.8944317 9.0605843 10.5414782 7.0566800 1.1141671 10.1323655 8.4230806 -0.4707288 2.1742146 5.3871833 8.7640203 10.5929350 8.2706700 12.1772233 10.8842786 9.7907101 10.8255456 12.1098148 4.8146068 10.4599402 10.3497807 8.2051598 8.1420713 6.8955256 9.3477850 10.4706173 5.6377262 -1.4707288 10.3113821 10.2643357 5.6991268 4.5515714 8.6455468 9.8862049 1.3365690 11.0265557 9.9380633 5.7959903 10.7625230 10.9385938 0.1141005 9.5474030 6.3039907 10.5100565 10.8364036 9.1346825 0.5291713 8.1420713 3.1141671 10.0503125 8.1420713 -0.4707288 10.5792182 1.0825664 9.5824501 8.1640139 -0.4707288 6.7190273 9.1649210 8.0990585 1.8511194 7.2807466 8.7971599 0.5291713 10.0971590 10.9242014 8.5543425 6.4599398 10.3765773 11.6756124 11.0099931 14.3325520 10.8117122 9.1703515 10.9306158 2.1141671 15.6872997 -0.4707288 8.6991279 9.9523187 4.9886347 8.0895358 8.1676389 7.4209868 2.7899796 11.7996442 8.7419304 5.9804138 1.3365690 5.7580206 9.7325509 2.4360819 8.0488389 7.8823496 10.6604168 6.8466149 6.9845301 13.5230700 7.8146049 9.0230582 9.2899227 7.6533245 10.4240054 7.7842318 10.6754533 8.2740366 10.7595236 -1.4707288 2.6991296 15.0124988 9.0722347 NA 12.2917925 8.6520307 10.3445862 3.9215220 5.7091114 7.6272347 10.8315562 7.8261188 3.1141671 8.9783515 9.4072537 1.3365690 8.2773957 8.9300824 9.3268645 11.6135130 10.9223251 11.9946481 10.1211926 10.1989738 9.5756448 10.7125281 9.7364124 4.1439158 0.8511194 10.7833457 9.3437853 9.0509897 10.2387175 9.5093425 4.0527637 14.0354794 9.9773191 11.0300448 10.0871451 8.4133732 9.0605843 3.4834031 7.5515706 9.6357658 10.6199769 9.6053504 5.5844845 11.2406462 10.8603998 8.4569806 10.1319017 11.0016399 3.2296494 8.6163606 2.6991296 0.8511194 -0.4707288 NA 9.2253010 10.6783148 9.5460112 8.3902898 10.2027327 5.2157019 8.7959893 6.9762857 5.4683129 12.0702995 9.7441291 8.3887376 11.2569106 11.2250836 9.1420621 10.3248367 10.1155735 11.5137993 8.9354079 9.8312705 9.9004350 10.7598238 1.3365690 8.2706700 11.5246167 11.2803012 1.5292213 7.9828647 11.7281083 9.0478560 11.1574205 6.7239599 10.6016704 11.0193016 7.2261704 -0.4707288 0.1141005 9.0039229 7.0799498 10.5246167 8.8249718 8.5515706 10.8432195 8.5979810 10.7266776 9.1402278 7.5626256 9.8723886 1.8511194 4.7771304 10.3044016 4.0210533 8.3171055 4.2571238 3.8146017 3.8146017 2.6991296 10.7800934 6.6272347 6.9258072 10.0285505 6.4254744 1.5292213 5.3746918 10.4469478 10.5848242 11.4168043 10.9881221 11.5904053 10.9739590 8.7471605 8.2468793 6.3485511 10.5827894 10.8729438 10.0079725 10.7667116 -0.4707288 -0.4707288 9.8539459 9.8415186 9.4577213 10.4064870 9.6878125 7.7889460 11.9731824 14.7741055 5.1874154 11.6778383 8.6665528 11.7551634 10.1300450 0.5291713 -0.4707288 -0.4707288 7.3301030 1.1141671 10.8006776 7.2121977 9.8933375 9.9172202 11.8265490 9.0449028 9.0743219 5.1439117 -0.4707288 10.7962821 3.0527637 3.5292088 9.7171734 10.2126362 7.4179462 5.9385940 8.2313758 10.9599168 9.7824595 8.5925979 11.5856712 10.3513753 8.0230585 10.5054090 5.9236650 7.9085812 8.8734989 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 0.000 0.000 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 10.435342 11.810843 12.385823 10.689705 9.578371 12.622290 2.699130 1.851119 8.565335 3.436095 12.895388 9.316893 6.800666 7.662628 8.686802 9.102850 12.462340 6.917220 10.826119 8.529203 9.003923 8.561290 10.234809 7.629865 7.333334 10.725190 13.622744 9.8795895 10.2481638 -1.4707288 8.3203655 6.4057201 10.0809112 10.5453147 11.0235584 9.6559074 9.2331065 6.0837920 9.7699942 6.7532047 7.6298651 9.0885800 5.8511319 6.7580220 9.8471806 9.6808537 13.0384212 10.1762116 12.0565577 7.4047371 9.0809110 10.0914453 16.2667671 11.4931827 14.7961541 10.6549392 1.3365690 11.0871452 10.4639994 10.3461865 9.1132257 8.3887376 9.5362301 9.8878541 10.0654501 11.5622800 5.5292025 5.4717175 14.7832217 10.8508492 9.2468793 6.1802553 9.5071982 0.1141005 11.4026470 -0.4707288 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA 2 2 3 NA 1 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 -0.3246357 10.7111174 8.8161171 10.7142063 8.0151374 9.8320025 9.7514348 7.9072284 NA 0.9262272 5.4301749 8.8019919 9.2489344 8.3441725 11.8867194 10.3878143 8.9629998 11.6349271 11.5640306 4.8847395 8.7561049 10.1545623 7.9373821 8.1244362 6.4500746 9.6561409 13.6582916 6.9881700 NA 9.5609837 9.3591592 4.1015492 5.7839176 9.1560775 9.8551965 1.6752740 11.0126305 9.0073239 9.2630649 10.8595428 10.7831582 -1.3248164 9.4066064 4.5821766 10.5885508 10.6685796 9.0339386 1.6752740 8.3388456 2.6752966 9.3989482 9.0600712 -1.3248164 9.8748125 2.8119642 9.5129152 8.1968878 1.6752740 8.0846782 9.5784159 8.3809199 1.8452291 6.1671411 8.8593941 7.9514118 8.9184614 10.0084426 8.8058580 3.2602515 12.4743220 10.9235114 10.0405162 14.1333735 10.3899621 8.8771172 9.5285969 -1.3248164 15.7167647 -1.3248164 7.8250345 6.4301749 4.5821766 7.3155318 7.7196811 7.1830815 1.2286648 11.3692098 8.7816148 6.6410720 4.7627528 2.5821706 9.5270363 0.9971840 8.9029033 8.0761668 9.4301749 5.5332674 6.7251358 13.3331640 8.0952477 9.3739920 10.1840725 7.3477126 11.0532732 8.4745691 10.9411953 7.9836264 9.4858589 NA 9.6525672 13.9982365 9.0772334 4.5821766 11.9894457 7.6837161 10.0459748 3.7196763 9.4591041 7.6696405 11.7327714 7.7653995 3.4826418 9.6724667 9.3182416 4.4301715 7.6525675 8.7574363 9.3765938 10.8889991 8.6148666 12.2088093 9.3635375 9.9379695 9.8288394 10.2867733 8.7216611 2.5821706 -0.3246357 10.2583700 8.4133796 9.2048252 10.5046136 10.5313238 2.7627528 14.5329282 3.8045699 8.7319252 9.3938201 10.1944321 8.3652853 4.3477153 5.9881711 12.0322894 11.0204153 9.8804696 7.3687745 11.8964152 10.7939040 9.8651118 7.8700441 11.2486978 6.0676043 9.0694605 5.5579308 5.6865145 0.6752740 NA 10.4209616 10.4276680 9.2260340 8.2337079 9.1218228 3.4301782 9.0050836 5.3617894 6.8551961 12.1368947 10.3450582 8.9836264 11.2305954 11.2588402 8.7294440 10.1187489 9.9921345 10.7752925 8.8439594 11.1558251 9.9836264 9.5456520 4.0676043 8.7534381 11.1054785 9.9515514 11.4432648 7.7755030 11.7358144 8.6060246 11.6947043 7.7994086 9.3903913 10.7059544 7.5518044 -0.3246357 -1.3248164 8.9432445 6.5456518 9.9807791 8.9420737 7.6837161 10.4484265 5.1671411 10.6048120 8.4680774 8.3155323 10.3477126 1.2602666 4.7413753 9.1601102 NA 4.5081751 1.2602666 1.8452291 4.1015492 0.6752740 10.9291348 3.1347138 5.7521036 10.6001480 8.1173184 -1.3248164 3.9232158 10.8971765 10.3388454 11.7432258 12.3662674 11.6331149 10.5109430 8.0867981 10.0519445 5.8197423 10.5425661 11.1005032 9.9841951 10.9864680 NA 0.6752740 9.7720024 9.9023015 8.7759496 10.6675176 8.8663464 6.9089066 13.1710799 12.9148858 6.7574367 10.5689681 5.9805281 12.0512770 9.6229243 NA -0.3246357 2.9232062 7.8045705 NA 10.5117953 8.6752874 9.2508266 9.0514126 11.7150632 8.5911666 9.3235369 2.7627528 -1.3248164 10.9098054 6.2144454 2.2602365 9.5317129 9.6632619 7.6781022 10.7926058 8.4116894 11.2984829 9.9664580 10.4918710 10.8767986 10.0282797 9.0151374 11.1039092 4.6564563 8.4116894 9.0328392 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA 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 9.9462617 9.2000943 9.1653932 8.0145907 NA 10.4677370 5.5130706 1.4266405 2.2633650 4.6282603 8.1895058 9.6554441 8.3526248 12.3152165 9.0428068 10.5620783 9.4501027 11.2917401 4.7485525 9.8292112 10.2040452 8.6321744 8.7175657 4.3937937 8.7999256 11.1183690 6.6203973 NA 10.1868464 10.2827397 4.7194080 4.5965476 7.5559082 9.5257103 2.5641342 11.1582839 8.6341278 7.8016650 10.8292112 11.2349462 NA 10.2963735 3.2746195 11.4983560 9.0324753 8.9391684 NA 7.6896598 4.1921626 10.6501445 7.2696045 NA 10.9883067 NA 10.0976357 7.6745532 0.6896570 5.6896598 9.1436164 8.4600483 0.1047392 7.2796227 9.8728817 1.1046721 10.2320470 11.3299048 5.6438562 4.1490886 8.9136617 10.7615691 10.1145261 14.6251319 9.9478333 9.9688835 10.5246576 1.9120366 17.0554070 NA 7.8761866 9.6075291 4.6592852 6.9626786 9.6554441 5.5140875 3.3488273 11.8543574 8.4631729 5.3714822 -0.8953950 2.6896570 10.0302518 2.2746195 7.0704816 8.8893321 10.8503717 4.3141527 6.0933827 13.8080603 6.4084775 7.7485538 7.8016650 8.0933822 10.5688142 6.5309618 10.1484082 8.9995153 11.6037958 NA 3.6282603 14.4621119 8.3383170 NA 12.9748694 8.3644407 10.0969277 2.1047057 8.1707864 7.2746223 10.2739960 7.0472123 3.6896570 8.2569823 8.1841821 -0.8953950 8.8377128 8.6802368 9.0295098 10.7841775 9.8587497 11.9070381 8.8909671 11.0295099 9.2920494 10.4851584 8.7731923 1.1046721 1.4266405 10.3900996 9.0369121 9.5140883 9.6773976 9.0976358 2.6896570 14.4399830 10.5066435 13.7924011 9.4742947 4.3141527 10.3401134 4.0115851 6.5225501 11.0078261 9.5351500 9.8950458 1.1046721 11.1011285 11.6738410 7.1868462 6.6669398 11.2336583 0.6896570 9.2236255 4.8860575 NA -0.8953950 -0.8953950 8.0235609 10.8124879 8.0588939 8.6745532 9.6576257 4.9120510 9.9657843 5.4797382 4.2339801 12.4128942 10.3419074 7.3335159 10.3573629 11.4218273 10.1454734 10.9248763 9.5682218 12.8651055 9.1394964 9.4467721 8.7722169 8.6535194 NA 6.7841781 10.5543619 11.1979234 3.8051377 9.8298932 11.3114065 8.1841821 10.1166235 9.7386008 10.5156787 11.0643371 8.3383170 0.6896570 0.6896570 8.2000943 4.0588966 9.5476409 10.3425049 8.7322312 9.9304513 6.8120566 11.0035368 9.7221649 7.6203973 8.9296561 0.1047392 6.0588944 8.0905391 1.4266405 8.3383170 0.6896570 1.9120366 2.5641342 1.1046721 10.1987750 6.0933827 7.1215055 10.0391254 6.6124926 NA 4.4622487 10.8856472 10.6707514 10.9987573 10.8249416 11.9619008 10.3790755 7.8893324 3.6896570 5.0826643 9.1801765 10.4462162 9.2982228 10.9942013 2.2746195 NA 10.1270652 8.9564464 9.6292391 9.0175868 9.9619008 7.6745532 11.8425784 13.9257738 2.9120558 10.0976357 8.3730522 13.1648022 9.7850570 0.6896570 1.9120366 0.6896570 6.1921606 NA 10.6184250 6.2027292 8.9735200 9.9556656 10.2229896 6.6669398 8.9564464 5.5641281 -0.8953950 10.6788178 3.6896570 0.1047392 10.6659853 9.0354348 6.3714839 2.9120558 8.5455665 10.9076175 9.0190825 6.5804304 11.5738304 9.7771228 6.0704816 10.0272818 1.4266405 6.4266254 7.0055639 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 female 2007 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 1 2 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 1.525932e-06 4.508437e-07 NA 9.73460853 9.84367488 9.55347820 7.41825068 6.55347878 10.06488406 8.20225853 -1.60121185 -1.30258201 5.25664084 8.51370352 8.43208292 8.62868065 11.16643069 9.29196149 10.99345119 11.48794497 11.43277118 2.56859156 7.76934728 10.59833236 7.14012729 8.09736481 7.25974703 9.03437806 7.57108745 6.56356696 NA 9.90149189 9.85552773 1.20601800 5.52794297 8.55347801 9.53821144 NA 9.93344930 8.18819369 1.85810039 10.35757521 9.67710949 -1.60121185 8.87033513 2.79098050 10.82125045 9.53757175 7.71154309 NA 8.24571717 1.39867872 9.58539337 8.07461729 -1.60121185 11.14135474 2.48951725 9.09214691 8.22679654 -1.60121185 6.89051357 9.02071193 8.37307481 -1.60121185 5.37593953 8.32198760 0.98360474 9.40288053 11.13463905 11.55711194 3.09909318 12.66883709 8.20601507 9.52084101 13.75555901 11.13040331 8.58724871 8.20762398 3.04252177 16.23026419 -0.60143072 8.44168722 11.08581699 4.70244146 8.18165817 8.26593894 3.44304962 3.29105832 11.52326604 7.59523734 -0.60143072 -0.60143072 3.95324661 9.47079267 1.39867872 7.68406199 8.60323131 10.49174740 4.09910160 6.83328860 13.77414074 8.33529789 8.63706461 8.87338013 8.86524641 11.23696581 5.11290443 10.90991850 8.35285649 12.32254457 NA 1.39867872 12.59603033 10.59771887 NA 12.21073705 7.88448925 10.39301348 1.72058492 7.67245575 7.55094452 11.43449010 7.97797591 5.93004184 10.16560297 9.82544889 -1.60121185 7.79953937 7.56356696 8.70927271 11.47480759 11.08843964 11.97415439 9.79579990 8.88850795 9.07108528 10.00552785 9.34737045 -0.01639526 -0.01639526 10.28511874 9.45868036 10.61452968 10.44339572 10.19185686 4.85809044 14.14839856 7.10601952 13.11617582 10.46777406 10.58105442 8.53051714 3.82492057 6.84987169 11.12828077 11.51305311 10.26129738 5.92222164 11.11410729 10.65102980 7.54586492 11.37271605 11.10321220 -1.60121185 8.91149925 1.72058492 -1.60121185 -0.60143072 NA 9.46407621 9.99578142 8.90942421 7.66544678 9.76596017 4.32939632 9.24415021 6.10601952 4.79097529 11.56968043 11.20601495 9.09996658 11.70657234 11.45326436 8.97536164 10.02528175 10.21083740 11.52568709 9.08516065 11.64999449 10.51240221 10.87692407 2.39865136 8.22838293 11.42431874 12.44185824 1.98360474 9.82938438 11.41581644 9.26129738 11.16849788 7.43208334 10.08077676 10.32347253 5.39866162 -1.60121185 0.98360474 7.44578380 7.22202687 10.41546831 9.94748192 9.41407505 10.06088328 6.39865991 10.47997372 8.45258596 8.26902473 10.81070056 1.72058492 6.16684396 8.16187257 3.82492057 5.92222164 3.82492057 0.72062870 3.95324661 -1.60121185 10.27594417 5.50718573 4.46474667 8.51240231 5.90327934 NA 3.98362298 10.86473649 10.41233167 11.43431834 11.58074397 11.29404597 11.57841364 9.86677494 9.46609441 7.51946799 10.14811046 10.58043345 9.95084878 11.29461391 -1.60121185 0.72062870 10.39513351 9.29499240 8.70472156 10.41163364 8.64658751 8.32791860 12.60307835 14.03466150 -0.60143072 9.92955402 6.02027328 12.44151639 9.43483357 0.39867872 -0.60143072 NA 7.94362425 NA 11.76116416 8.84677630 9.45394243 10.41128461 10.92271194 8.22520840 9.25198508 2.72058492 0.39867872 11.63945137 3.52794610 -1.60121185 9.70015618 9.17179929 7.11633668 1.85810039 6.70699876 10.96709121 10.45326436 10.92467016 11.07285230 9.38094066 5.90645532 9.72845643 5.34117454 7.96090261 8.93587841 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 3 3 4 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 2.046137e-06 4.855239e-07 -0.03416032 10.67802471 9.54572865 9.93156857 9.64467775 NA 10.01063370 9.10274132 -1.61927055 4.63726825 5.29968426 8.03545786 9.47159576 7.59514109 12.27895077 10.51010477 9.72178448 11.21686818 11.93984029 5.08126292 9.08299445 10.40872778 8.69257017 8.78596308 8.05959809 9.13987771 13.60048191 6.21371277 NA 10.08861230 9.84383518 3.77314184 6.22637366 8.74495658 9.38644626 1.38084025 11.57604018 9.81179692 9.09334889 10.75776110 11.12754604 NA 9.91317770 6.80708697 10.28093382 10.46795304 9.85604854 NA 8.91706889 3.55075294 10.19058992 7.66622400 3.02467428 10.08853465 1.61809767 9.08904364 8.11044259 4.55074679 6.79444966 9.93108762 8.84638832 1.70274619 7.08818083 9.65170112 4.13570723 9.08731777 10.17076295 9.68631352 5.20100254 12.01571335 10.49684080 10.84715321 13.65367023 10.93253006 9.11553140 10.14320385 3.28770869 15.65587322 NA 8.44556450 9.13654388 4.72067247 7.99184663 7.76020032 8.16709143 1.44084592 11.06074166 8.97576229 2.46829657 1.70274619 0.96576582 9.23100872 2.84026180 8.39344623 7.65461741 10.12018045 7.18172177 7.16545676 12.51090964 8.16218133 8.83922836 9.83922836 7.96390467 11.42368494 7.89257439 10.98003730 8.17848310 10.97000477 0.70274619 3.93541260 14.57805749 9.42930861 -0.03416032 10.96836490 8.12060233 9.82997035 2.55075294 8.09334889 7.97140905 10.92892122 8.34227161 5.46828354 8.70500230 8.79444966 1.84024165 8.17523765 8.17361218 9.43610415 10.70134034 10.05059271 11.75401728 9.63879880 10.65636435 9.25426594 10.05986195 8.78500545 4.68459996 2.62875027 9.71453626 9.26346476 9.56601312 10.15437308 10.17767255 4.60964269 13.87035619 9.55074679 11.28958966 8.90634257 10.01381703 9.20895833 4.59027265 6.43066998 11.16238642 11.17523765 10.47786631 7.54824009 11.64178245 10.58233310 8.26956527 9.16627433 10.78063376 3.51010111 9.86664607 5.64760808 1.70274619 -1.61927055 NA 9.88116582 9.19139338 9.44219293 8.04260002 8.93346199 6.26346452 8.55199850 6.56569770 6.26956433 12.40846864 9.17361218 9.60542655 11.47934739 11.07016463 8.80817651 10.03903322 10.09076718 11.42896806 9.02197046 10.06819746 9.39662704 7.43610436 3.02467428 8.36524022 11.50445822 7.56306735 2.62875027 8.35770110 11.49749062 8.26040492 11.36417171 8.85959131 9.75965853 10.80865839 7.70049382 1.18814769 -0.61927055 8.76776204 8.09678366 10.41836876 10.25503471 8.75259841 10.67170461 5.44691125 10.63599203 9.05059257 7.40596174 10.40075992 2.77313129 3.99552974 8.96766145 -1.61927055 8.23413148 3.93541260 3.80708697 4.54914547 3.87267119 10.71481570 5.74714299 6.79021294 10.30677295 6.68140288 -0.61927055 4.99552974 10.62726547 10.00835565 11.60286196 11.10063836 10.81961366 11.02355041 7.74495624 9.23703711 5.99125652 10.98352066 10.87292531 9.87066972 11.87667682 -0.61927055 0.96576582 9.91366465 8.86161208 9.44354263 11.21943483 9.50494310 9.04437991 13.52360694 13.27549747 1.96576582 11.02016248 7.64261133 13.78632893 9.81127434 -1.61927055 -0.03416032 1.70274619 7.97140905 NA 10.70283439 9.09420835 9.47753689 9.49911399 11.81022851 8.75586133 9.20941852 3.62875027 1.96576582 11.14797168 2.90438775 3.55075294 9.56321611 9.04526903 7.76883934 4.55074679 8.07778935 11.52929838 9.25349675 10.04748958 11.03187348 10.06030184 7.91415129 10.84791785 5.51175265 7.47093458 8.88663336 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-A6NI 47 0 NA 1018 kidney stage i t1a nx mx male 2011 NA no NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino 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 1.5295711 10.5204063 10.4621772 9.6309125 8.2334970 9.4874208 10.5784207 7.0566009 NA 2.4622094 5.7963797 8.5657670 9.5246538 7.8288010 11.9168029 10.1253170 10.6579099 10.6916699 12.1981459 4.3624839 9.2134652 10.4942952 8.3797799 8.5450085 6.8242141 9.3750833 12.4859694 7.3043805 -0.4703290 10.3557445 10.1675766 2.6170633 4.7591825 8.5040078 9.5161464 0.5295711 10.7872757 8.7632130 8.9474458 11.1772766 10.8697215 -0.4703290 10.2006921 7.7169456 10.4826985 10.4228948 9.8683296 -0.4703290 8.0918357 3.8149913 10.6057408 7.2977774 NA 10.1171364 2.2553194 9.1353227 8.0254486 1.3369689 6.4484566 9.8293738 8.4573714 3.8149913 6.7487618 10.0507029 2.5295961 8.8672151 10.8588290 7.0994488 4.9046334 10.4476738 12.0253234 10.2815557 13.8317681 10.3902924 9.4830622 9.6282833 2.3369403 16.7622016 NA 8.1424619 10.1779509 4.2844771 7.2472696 8.1589499 6.9261975 2.2791147 11.3885456 8.9607984 11.1582666 2.7775144 3.6995183 9.9448069 1.3369689 8.0956476 8.6263084 10.6325531 6.2090731 6.9304724 13.8257567 7.3750838 9.0726252 8.3174958 8.7810757 10.7422720 7.1145555 10.8057177 8.4632840 11.7875704 -1.4703290 5.6691459 13.8082965 10.6636987 -1.4703290 12.3784118 8.8379322 9.3719437 1.8515192 8.5491840 7.2878167 11.1543887 7.9411045 3.9558614 8.6170560 8.7893367 0.1145003 8.6704229 8.3449767 9.7858019 10.7653084 10.7881593 11.9710280 8.9961797 10.8641459 9.8356549 9.8537738 8.5846315 1.8515192 3.1734473 9.9453351 9.2515468 8.8971173 10.1702901 9.9111362 5.5848753 14.2601165 10.9943942 12.9209040 9.9542844 8.6407290 9.3687972 4.1145586 7.6793407 9.3377530 10.6732954 10.7878649 5.5739864 11.1486050 11.1550738 8.2861497 9.2811374 11.0961231 2.5295961 9.1734675 4.5519589 2.8515192 -0.4703290 NA 9.0022842 10.8777682 8.9240559 8.0032992 9.1973877 4.2844771 9.0531553 6.7144681 5.4484550 12.1207650 9.8605102 8.2455551 11.2042269 12.1651980 9.2556752 10.4285725 10.2723237 11.9622657 8.9610908 10.4014985 8.8537740 8.8904403 1.6995072 8.4544058 10.4061103 8.2366074 7.0687525 9.3839863 11.1122058 8.0134092 10.6828286 8.9663047 9.5429160 11.1084377 8.4394864 0.1145003 -1.4703290 7.9579535 6.7439121 10.0403574 10.3493732 8.8184595 10.5913020 6.3043796 11.2530878 9.2090734 8.3782164 9.9320724 1.9890300 5.0841834 8.4409854 0.5295711 7.1734493 2.2300185 3.4364817 4.3369474 3.2844845 10.4651267 5.0841834 6.4122362 9.7384374 6.1186816 NA 4.0214442 11.6241659 10.5306496 11.5801222 11.3447764 11.7832931 10.7420897 8.4409854 9.3465769 6.4976842 10.1801964 11.3926180 9.7237345 11.7902188 0.1145003 0.1145003 10.0274451 8.3624835 9.2794627 10.0989743 10.2147800 8.0648688 13.3627305 13.4643899 6.5902891 10.8563037 6.5714174 12.9019823 9.9479678 -0.4703290 1.1145669 1.1145669 7.5767171 -0.4703290 10.4004280 7.5239469 9.2256914 10.0556033 10.6114096 8.3687972 9.3397955 3.1145503 -1.4703290 10.4754029 2.4364817 4.4837900 9.9159947 9.2944650 7.7338465 4.6588741 8.7511805 11.3405665 9.3215701 8.9777095 11.0460320 9.7738917 6.7679977 10.4492015 5.0121172 7.4061106 8.3076703 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-A3-A6NJ 57 0 NA 468 kidney stage i t1a nx mx female 2012 NA no 100 kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino 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 10.0843225 9.4689976 9.9253898 8.4681829 7.6444332 10.3386450 9.2879016 NA 2.3085939 5.0362000 8.2119788 10.3894555 7.5734669 11.8306170 10.5673924 10.7460835 11.0002926 11.7707455 3.8881003 10.2873660 10.2475553 9.0262706 8.9242018 5.9955184 8.7244088 12.6018837 6.7447383 0.2636354 10.3188940 9.9212277 3.6328498 4.9640520 8.0731117 9.4964322 0.6786128 11.2315583 9.5689134 6.5490145 10.2598496 11.4602137 NA 8.1215926 3.5855395 10.2153820 11.0487916 7.7607984 0.6786128 7.9050614 4.0709646 10.5551660 7.7897847 -0.3213872 10.9346218 2.5074902 8.7132831 8.1195180 -0.3213872 5.8783207 9.8978176 8.2579648 0.6786128 7.5795158 9.7209925 2.6786579 9.4234830 10.4767158 10.7861932 3.8485779 11.2382508 12.4057187 11.1807350 13.8470078 10.7305377 8.8194788 9.7647854 2.6786579 16.3036587 NA 7.8283961 9.6167583 5.1543807 6.9594201 8.0623533 3.5366249 1.0005770 11.7750348 8.1441137 3.2022140 NA 3.6328498 9.9460211 2.2636054 7.1745043 8.1236641 10.5036078 6.7714063 7.4567265 13.4614938 7.3475337 9.0569438 8.6644910 7.0536881 10.3402090 6.5366296 11.1257323 8.2139246 11.4793468 NA 3.0709732 13.9777140 9.9360369 -0.3213872 12.4016700 8.2158674 9.6444333 4.2022140 9.4158964 7.9146632 11.5783836 7.0493367 3.8079319 9.3116443 8.6123396 NA 7.5428353 8.6870778 9.7527906 10.1894133 10.6968492 11.6647080 9.6501926 10.8585582 9.7161961 10.7868468 8.8155120 -0.3213872 -0.3213872 9.8492001 8.9026507 9.2649917 10.2673637 10.0954466 3.7230452 13.5446240 9.1913897 12.6392846 9.7614635 9.1913897 8.8372589 3.7230452 7.2933585 10.5570832 10.6207971 10.0011406 7.4301933 11.8149241 11.3370837 9.0645116 7.2785619 10.9191423 1.8485578 9.0614892 3.1380772 1.0005770 NA NA 9.0996618 10.4443495 9.1982854 7.8258543 9.6250365 5.0709646 8.7567998 6.0362022 5.9453408 12.4611355 9.9790017 8.7051724 10.8149994 11.1098855 8.8158709 10.2522963 9.9026508 11.7447383 8.2100303 10.2997852 9.1624648 11.1581768 1.2636354 8.1604483 10.7497763 5.4889648 2.9265688 8.4514584 11.5247271 8.8783213 11.3916059 9.1122346 10.1649813 11.2375481 7.0752534 0.2636354 NA 8.0752540 7.2636119 10.1594393 10.4222213 9.1091017 10.2748389 7.4924301 10.7782303 9.3152737 7.3546064 10.0715031 1.2636354 3.7230452 8.3170851 3.7230452 8.0050788 2.0005770 2.3790941 3.7661075 -0.3213872 10.5020164 4.7661128 6.1784956 8.9968076 6.0349684 NA 4.1049153 11.1804863 10.3851451 11.0843224 10.8441842 11.2713397 10.6422677 8.4665517 8.9437485 6.7974346 10.1205558 11.1906487 9.8207561 12.0070435 -1.3212069 0.6786128 10.0869789 8.4730648 9.0460637 10.1710030 9.7480989 8.0493367 14.0575874 14.8358973 1.0005770 10.2480300 8.0268681 13.0652526 9.6828696 NA 0.6786128 -0.3213872 7.8156401 1.4859935 10.8198174 7.7366407 9.0394962 9.4268419 11.3583491 8.4184299 9.1453781 3.4335337 -1.3212069 10.6863772 2.2636054 0.2636354 9.8416697 9.4908264 7.7093161 5.2178085 7.6870775 11.6136299 9.8923610 9.0922770 10.9915320 9.0891003 7.7897847 9.7674373 4.7631406 6.9869877 9.2757704 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 female 2012 NA no 90 kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino 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 -0.1056285 10.4222876 9.1981027 10.1273423 8.3861751 3.7522990 10.2584566 6.3288670 -1.1056285 1.7973451 5.4021150 8.1540652 10.8098278 8.2386178 11.9494349 10.8320635 8.0261787 11.0545085 12.0186048 2.5947635 9.9864183 10.4493903 8.5982256 8.9069465 8.7382429 8.9277448 11.3279074 6.5236780 NA 10.4726946 10.0529317 4.0642448 5.2162492 8.0988932 9.5191175 0.4793341 11.2994634 9.9791303 5.1611097 10.4363864 11.1174186 -1.1056285 9.1831880 4.9387139 10.4455495 10.4392863 11.0364289 -0.1056285 8.2518739 2.7016821 10.7216646 8.0338734 -0.1056285 10.5724466 0.8942939 8.5573998 7.9468899 -1.1056285 6.5381781 10.2072048 8.8383020 0.4793341 7.1183234 9.3047732 1.7016821 9.4914433 10.5359221 11.4139582 5.6222422 10.7016406 13.5293598 11.2433266 13.7011233 10.6842631 8.7554087 10.0748527 3.4178795 15.9700309 NA 8.6625064 9.7491903 5.4942332 7.3121741 8.3037127 7.3981477 1.7681208 11.1537710 8.7054237 12.9420423 2.7016821 1.2162376 9.9359811 4.2866372 8.4622781 8.2496729 10.1837645 7.3037132 7.3578467 13.3341528 7.1564168 8.8957301 11.4909776 7.9027507 10.1737468 8.3901771 10.5067298 7.6822242 10.7433360 NA 3.1422500 15.0755518 10.6575343 NA 12.1232909 8.5363735 9.8419588 2.8012208 6.9277448 7.6525453 11.6807958 6.7830650 4.1797260 9.0853811 9.1351134 NA 8.3310334 9.2072050 9.3578462 10.2083386 9.9704695 11.4326224 9.8220999 10.9414459 9.9617563 10.3408883 9.3179525 2.8012208 0.8942939 10.1261432 8.8758891 8.7350997 10.4622780 10.1528879 6.6357892 13.6663787 7.9304955 12.3200623 9.7739052 9.1386857 8.7413793 3.2866446 6.9496038 10.9516368 10.8357364 9.6264893 6.6625060 11.2790113 10.7429448 7.9550181 10.1019464 10.7800183 2.0642621 8.9084959 3.9387186 2.2162376 -1.1056285 NA 9.5921582 10.5873732 9.7716060 7.7113056 9.8784555 6.1704459 9.3911757 7.3163865 6.6016817 12.0972110 9.1774103 8.8294871 10.8812305 11.2466413 8.9387160 10.1339204 9.6533779 11.6098550 9.1575912 10.2617367 9.3881773 9.2026609 3.8485178 8.7754358 10.8109478 9.1480512 3.5947635 7.5098043 11.4856105 8.7754358 11.1276420 9.0866147 10.1499407 11.0245707 8.1517097 -1.1056285 NA 9.2844908 7.3372651 10.4085428 9.7000658 8.1517097 10.9076446 7.5738017 10.7232398 8.9291208 7.4100213 10.3871765 3.2866446 4.1422500 10.2020920 -0.1056285 8.3720802 4.2518705 2.3537467 4.6756805 0.8942939 10.2866393 6.6691090 7.8131854 11.0770266 6.2906695 -0.1056285 5.7646859 11.0720529 10.6243674 11.3357100 10.9424682 11.8246897 10.5534259 8.4923744 9.1900908 6.3491565 10.8604668 12.6757841 9.6542101 11.5108708 -0.1056285 1.2162376 9.9462106 8.7554087 8.9644428 10.4479512 9.5209435 8.2973340 13.6209126 13.9546379 8.0491401 11.2170951 7.0001262 12.8401315 10.3047733 -1.1056285 0.8942939 NA 7.3205867 -0.1056285 10.7193204 8.4178837 9.7898971 9.5372761 11.6791612 8.9441706 9.0615518 5.1611097 -0.1056285 10.4877130 2.5947635 3.2866446 9.5300401 9.2855654 7.6756819 3.8485178 8.5071905 11.1228400 10.0427985 9.5227675 10.8783843 9.6233222 8.3268640 11.1401717 5.2928075 7.9304955 8.6658113 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 male 2012 NA no NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino 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 -0.3851488 10.7072719 9.1087006 10.2101026 8.1344813 5.6916598 10.3896322 9.3956391 -0.3851488 2.3514587 5.7233702 7.8556366 10.4867504 8.0135890 11.6392922 10.3290906 10.4512900 11.2219419 11.9752807 4.1067001 10.5191034 10.5366861 8.6106122 9.3178836 6.8722328 9.1520635 11.4430589 5.5455823 -1.3853373 10.1540039 10.1226397 3.5690414 5.0912259 8.3013457 9.6316534 0.1997509 10.8863082 9.9745947 8.9311266 10.4274236 10.5426230 -0.3851488 9.7076023 5.1998058 9.8903877 10.5385440 9.0732517 -1.3853373 8.0598598 3.5217418 10.2198615 8.0050142 NA 10.7812059 0.1997509 8.2127857 8.4445677 -0.3851488 6.4665945 9.9025575 8.7972394 0.6148512 7.2623035 8.7389664 5.4852111 9.7997205 10.3376527 9.7415496 5.9811677 12.0601510 10.3520924 11.0915913 13.4287265 10.0316426 8.4086274 10.3888085 1.6148512 15.6891434 -0.3851488 8.3630379 10.5179737 5.0071641 7.6482684 8.2784030 7.5777407 3.7755247 11.3076785 8.1932178 NA 0.1997509 2.6148512 9.8388469 4.1067001 8.5748470 8.4852098 10.6215218 6.8863087 7.2694811 13.3137125 7.8556366 9.3487078 10.3017832 8.2147582 9.7789349 8.5602889 10.6809343 8.1364457 11.1976927 NA 5.0411115 14.6262253 10.2810691 -0.3851488 11.4002975 8.4759320 9.8520550 3.7023029 8.3680620 7.4027478 11.0606360 7.7518359 3.7847657 9.1723087 9.2801810 -1.3853373 8.9546951 8.5646720 9.4157449 10.6306086 9.8657356 11.3739115 10.3109433 10.8142107 9.5949848 10.3070246 8.8326211 -0.3851488 1.9367793 10.3385061 8.7897707 8.4352156 10.6677527 10.4011147 6.4286265 13.6923285 4.5217355 10.9438005 9.6232737 9.2368970 8.6996537 2.7847762 7.0114498 11.3357306 10.6455123 9.7272845 7.2943248 11.2506743 10.7935099 8.1403661 8.9558080 10.8086784 3.0742828 8.7675863 5.3962040 1.4221792 -0.3851488 NA 8.9412745 10.8689880 9.3453152 7.9767886 10.0803553 6.0577882 9.9088914 6.1384070 6.2147582 12.1951037 10.3663892 8.6372128 11.5697684 10.9800739 8.8030878 9.9920556 9.9657843 11.4850171 9.2414667 10.2757324 9.6392922 9.1932178 1.1998137 9.5262371 10.6735133 10.5328474 4.1384049 8.9908292 11.2300149 9.1016800 11.3380794 9.2487485 9.9507937 10.9217612 7.3863342 0.6148512 NA 9.5051093 7.5719475 10.6643533 10.1006744 8.2423791 10.8909695 6.8580195 10.6953995 8.9311266 7.5719475 10.3867472 2.8627688 4.9002486 9.5806294 -0.3851488 9.1559417 4.9002486 3.1384049 4.5455854 2.0742657 10.6606048 4.9723986 6.6863072 9.7872726 6.8374463 0.1997509 5.1067001 11.0753010 10.5799079 11.3709844 11.0063572 11.4905944 11.3626185 7.7721918 9.5148892 6.4647189 10.5149572 11.4950025 10.0178571 11.7591847 -0.3851488 0.1997509 10.0966445 8.9083167 8.3427654 10.7610956 9.5307245 7.1732654 12.7758195 14.2308770 7.9254577 10.7145217 7.1934061 11.5316576 10.3558906 -1.3853373 1.1998137 NA 7.2908022 NA 10.3757314 8.1540039 9.6183629 9.9031344 10.9356457 8.3863346 9.2601162 3.9367698 NA 10.7092527 NA 1.9367793 9.5617513 9.5455825 7.9293833 5.9985498 8.0926034 11.2801810 10.0252964 9.8267334 11.0342787 10.0629201 8.8568282 11.4266211 5.7463934 7.6916605 8.7784948 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 female 2011 NA NA 90 kidney clear cell renal carcinoma 9 NA black or african american not hispanic or latino 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 10.5945826 10.1634041 10.4537007 7.8531866 0.2858165 10.7995920 5.3129592 -0.2990277 1.5608617 5.7669900 8.3447579 10.7497293 8.5018018 11.8340441 11.1279528 9.5226759 11.1659581 12.1566144 4.1603313 9.9243003 10.4769237 7.5146833 8.3100806 6.5018022 8.7480258 9.7757123 6.3302590 -1.2990277 10.2745491 9.9805125 3.0932221 5.6083923 7.7009016 9.5138813 -1.2990277 10.4802109 8.6137913 1.0228294 10.3325337 10.3987382 -1.2990277 10.4503523 0.7008836 10.3302586 10.5444304 10.3834576 NA 7.8378928 2.5082512 10.3293474 7.6609037 -1.2990277 10.5742845 0.2858165 8.6269903 8.0562529 NA 6.6492691 9.9547494 8.7521110 -0.2990277 6.3519534 8.6738818 3.9103585 9.1877368 10.6763916 10.9167382 6.9535679 11.5235863 13.0391508 10.9054731 13.3715028 10.6828259 8.1987539 10.1541725 0.7008836 15.6530744 NA 8.3891520 8.7037171 5.2707569 7.5114736 8.2593224 7.3838961 2.7435365 11.2415143 8.1495551 2.1603394 0.7008836 3.7452911 9.9897680 2.1603394 8.3591135 8.0932195 10.4423689 7.6017686 7.1229667 13.0442264 7.0540486 8.9428851 9.7595702 8.5242690 10.0361247 6.7615978 10.4004743 7.6924237 11.3422763 NA 3.0932221 14.8044561 9.6745992 NA 12.1512110 8.6478081 9.7763810 3.4557941 8.5758833 7.6047837 11.7399923 6.5274504 4.0228294 9.1806822 9.5408929 NA 8.4237093 8.8569851 9.6738816 9.8870162 10.8452415 11.3576507 10.1464341 10.6485389 9.9291193 10.1715608 9.1553761 -0.2990277 -0.2990277 9.7770495 8.5758833 9.5881224 10.5514795 10.1982548 6.3662383 13.2894409 9.6838955 13.1699713 10.4073979 9.3830186 8.6448819 3.7009057 6.8708270 9.2688580 10.8211398 9.7128279 5.9103561 11.6838706 10.5588829 7.2244638 11.2069615 10.4330693 2.4013301 8.6653729 6.4013420 -1.2990277 0.2858165 NA 9.7683362 10.4997786 9.6279391 8.1562292 9.6672343 5.6666856 9.7405065 5.3733280 6.0846064 11.9295703 10.0529454 8.9416932 11.2783307 11.4688794 8.7880465 10.2626671 9.8423705 11.2198009 8.6448819 10.1877369 9.5873607 11.0063937 1.5082765 8.7857104 10.9659309 11.2674317 1.8708184 9.0711317 11.6503639 9.0035410 11.7133518 7.6952554 10.6404811 11.0063937 6.9488298 -1.2990277 NA 8.6167811 7.5114736 10.2660040 9.5728071 8.6810416 10.8149696 9.1735927 10.8766386 8.8820542 8.2205379 10.4330693 4.0932221 4.3447575 10.0557023 3.5588799 8.5942033 5.3591135 1.0228294 4.3733280 2.8708184 10.5432523 7.2400605 6.8956589 9.9296125 5.4075703 NA 5.1927544 11.0972391 10.4666023 11.4482557 11.1140009 12.0752622 10.7873699 9.0205741 9.4339935 6.4775316 11.0295768 12.1804296 9.7575397 10.8860870 NA 1.2858756 10.0250825 8.7830509 8.7857104 10.3133097 9.7322585 8.0910709 13.4550587 14.6579813 1.8708184 11.2629058 7.2892793 12.5204823 9.7763810 -0.2990277 1.0228294 NA 8.0518414 -1.2990277 10.9828493 8.4220013 9.4423688 10.2844548 11.7382773 8.4920647 8.8891197 3.7883621 -1.2990277 11.3653492 0.7008836 3.7009057 9.5322092 9.6017687 8.2535710 4.1271628 8.1124129 11.2683827 10.1134717 9.8423705 10.4309474 9.8301850 8.6092944 10.6246008 5.0357559 8.1166439 9.3063814 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 female 2011 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino 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 -0.2992052 10.6311231 10.3011328 9.5383833 8.6476617 8.7681896 10.4701800 8.1258871 -0.2992052 4.3711964 5.7119821 8.2534244 10.2179326 8.8918147 11.9223424 10.3495623 10.2257867 10.8871761 12.3105112 5.3154648 9.5703493 10.3282892 8.2065670 8.2534244 7.3344771 8.5048865 12.7374596 7.4951715 NA 10.5415332 9.9253601 3.2243182 5.4423563 8.0516946 9.3607512 0.7007948 10.9271675 8.9976715 5.5833987 10.5910196 10.1090851 NA 10.2105304 3.2243182 10.5653284 10.4192882 9.4656270 0.2856981 8.3907532 3.0930700 10.5978445 7.5145365 NA 10.5963723 2.1175953 9.3881310 8.0757947 1.0226874 6.4150014 9.9223425 8.3678668 1.2856981 6.8092794 9.8820443 -0.2992052 9.3337506 11.0738924 7.6432696 5.3154648 10.9267911 15.4915625 10.7898747 13.8001854 10.4577286 8.6356550 10.3048453 0.2856981 16.5075630 NA 8.6922772 8.5257142 4.5587391 6.9628497 8.3890057 6.4755421 2.1094609 11.0749797 8.1439061 13.8236642 2.2857277 6.4150014 10.0610537 2.6076499 7.5587360 8.8593649 10.5489871 6.6894403 6.9343750 13.4869739 7.4252688 8.8001033 8.2243172 8.9803658 10.4389490 8.6708612 10.2495772 8.4252692 12.0703527 NA 8.3660914 14.9477371 9.9510537 2.6076499 12.0859437 8.7478791 9.8631466 2.1601780 8.8209933 7.5016549 11.7446371 7.3482138 3.8706804 8.8979722 8.6766035 -1.2993827 8.6359205 9.1196620 9.7681898 9.8428624 10.3459635 11.5040066 9.5360162 10.7293521 9.8505025 9.9976715 8.8901846 -1.2993827 2.0226874 9.7607757 8.4098390 9.4029801 10.2639516 10.0450512 6.6607575 13.6359204 7.2706112 13.0132129 9.9651980 8.5571807 9.3154652 3.7007504 6.9999628 10.6425366 10.4747187 10.9328764 5.7119821 11.9250194 11.0297107 7.9199240 8.5726604 10.7675173 0.7007948 9.2327118 5.4951707 1.2856981 1.0226874 NA 9.3328417 11.1850748 8.5446763 7.9953760 10.1029414 6.9907745 9.8364646 6.4218544 5.5209345 12.4691465 9.9844224 8.3373802 11.3159252 11.5077077 9.3259802 10.2384591 9.3758303 11.7668445 9.2706109 10.0779658 9.0539023 11.3924989 1.0226874 8.0866177 10.9433340 8.0774668 6.0226830 8.7520866 11.1493879 8.2572615 10.5707347 10.2452369 10.2010994 11.2137427 8.1353835 -0.2992052 -0.2992052 7.8756812 6.6255671 9.6461992 9.9878906 8.9427385 10.5284950 8.5757366 10.9653944 9.1764888 8.2744024 9.9433340 2.9486756 4.7231216 8.5399591 5.1926084 9.6469305 3.2243182 2.7882263 3.7007504 -0.2992052 10.4812951 6.6607575 6.4489488 9.6046372 6.1798076 NA 5.2706112 11.2762946 10.6370252 11.4705932 10.6329701 12.0827038 10.6556787 7.7695337 8.4218544 6.4046596 10.3500115 11.8038792 9.6643740 11.9088373 -0.2992052 0.7007948 9.8555735 8.9930771 9.2800713 10.0028230 9.6773195 7.8092800 14.5894510 14.7757748 4.6076440 10.2248072 7.9963176 12.9553411 9.8924316 NA 1.5081244 0.7007948 7.5177387 NA 11.0422880 7.6922772 9.1673416 10.6801805 11.2713226 7.9295738 8.8265046 4.7007560 NA 10.6432699 4.0583078 1.8706606 9.8383869 8.9873132 7.3837501 7.2399145 8.3678668 11.1491298 9.4894737 9.1986071 10.5753525 9.6151406 7.3154648 10.0903866 4.6780325 7.7286613 8.0994988 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 male 2011 NA no NA kidney clear cell renal carcinoma 65 1946 black or african american not hispanic or latino 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 9.8595067 9.8828895 9.7954681 7.6276543 8.6682081 10.8685707 9.0702949 -0.2052307 1.9901199 4.9646897 8.5479807 9.3280937 8.5345445 11.3368284 9.3416585 11.3406937 10.5567265 11.6490479 4.4952027 8.7210599 10.1730587 7.9419690 8.8514018 6.2041544 8.8486899 8.9394220 8.0331686 NA 10.4154419 10.3960704 1.3797318 4.8391584 8.3416585 9.5124402 NA 10.2699906 7.7489603 9.7336084 10.7745463 10.3759645 NA 8.5055702 3.9240429 11.2033590 10.0533300 9.2397787 -1.2052307 7.6276543 2.7016599 10.3227296 8.1031031 NA 10.8623428 0.3797318 8.1076471 8.0163509 -0.2052307 6.9085055 9.2805933 8.2866169 0.7947693 6.9495816 8.9596708 7.0615505 9.8164380 11.1846641 10.2638970 5.0615516 10.5757055 10.8049423 10.2995828 14.0393879 9.3617692 9.0307780 9.1967101 1.1166974 16.8661215 NA 8.2083919 9.9783993 4.7016544 8.3834784 9.2083919 4.1166891 3.7938647 11.3404524 7.5364671 2.9646943 -1.2052307 -1.2052307 9.8520788 NA 7.4986673 8.2826038 11.0562712 6.1784677 6.5629476 13.9872879 7.2126160 9.3094779 8.1698033 9.1144360 10.2657278 7.1784687 10.1412776 8.6480735 11.2083919 NA 2.4952091 13.8364654 9.7188341 NA 12.6148431 8.6895815 9.5720192 3.1870868 7.0139323 7.2168283 10.8765802 7.7402078 2.9646943 8.3005754 9.5395978 NA 9.1687165 8.3377958 9.3035490 10.9765373 10.7009029 11.7261275 9.5226843 10.2314755 9.5538199 10.2252165 9.4220881 1.9646943 1.9646943 10.3030539 9.1902981 9.4873794 10.0426914 9.3655683 4.8608536 14.0491651 9.7409392 14.3277894 10.4177308 7.9968875 9.8371072 1.3797318 7.5988952 10.4204727 10.1144360 10.2577773 3.4952091 11.1148339 11.0671021 8.0801662 10.3631951 10.7453198 1.1166974 9.1222267 5.6276535 -1.2052307 NA NA 8.9993351 11.4020942 8.6037280 8.3740796 9.7038095 5.1698048 10.0662270 6.3570065 3.7947590 11.8384748 11.2993346 7.9006724 11.1011105 12.4609879 9.5319013 10.4209292 9.6658990 12.4972613 9.1144360 10.2141974 9.8960831 10.7912374 -1.2052307 7.5596356 10.4773196 7.7621920 4.4671882 9.8480722 11.4585444 8.9796393 10.6256751 8.9944363 10.2246937 10.8832209 7.3721930 NA NA 8.6149428 6.4020945 9.6069413 9.9895208 8.9227583 10.5716082 6.1956429 11.2263973 9.2105058 7.7576600 9.8682361 0.7947693 6.3183259 8.4295750 0.3797318 7.2126160 2.3797318 5.0012888 3.1166974 -1.2052307 10.7065304 6.0042182 6.0985438 8.9019810 5.4671882 NA 4.0426881 11.0456544 10.8648849 11.1265206 10.9045946 12.0008625 11.2181425 8.7136271 8.1346137 6.4834337 9.9240469 9.6941209 9.9476825 10.8271540 NA -1.2052307 9.8412058 9.0662270 9.4094737 9.6093465 9.5646017 7.3909539 11.6579822 13.4128052 1.6021243 10.0521518 7.5281525 12.9210651 9.5395978 -1.2052307 2.7016599 NA 7.1870808 -1.2052307 10.1446090 7.0283835 9.4030186 10.2036243 10.1323859 8.4350089 9.1553478 3.2542010 NA 11.0862224 2.4952091 1.1166974 10.2304342 9.2755542 7.0755348 3.5496569 8.2210288 10.9295110 9.8934540 8.8729146 10.6720480 9.6088817 6.6402536 9.6472935 4.7489603 7.8143549 8.3665167 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 male 2011 NA no NA kidney clear cell renal carcinoma 10 2001 black or african american not hispanic or latino 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 -1.3599344 10.1105756 9.4367675 10.1858465 6.5587804 1.9618455 10.2527852 5.9720883 NA 1.2558028 5.6843110 8.0640831 11.0466532 8.8210689 11.5689902 11.0598769 9.7685555 11.1644584 12.0021345 4.1000021 11.5447395 10.3674118 7.5617576 7.8444880 6.5286604 8.8235519 9.4680532 5.9160419 -1.3599344 10.3412231 10.1805291 2.5468080 5.2695643 8.1075221 9.5580345 1.4472618 10.3775866 10.0656571 6.0828601 10.1997717 9.9137124 0.2249046 8.8260311 4.8493688 10.7002749 10.5064229 10.3695375 -1.3599344 8.4456605 1.8098260 10.1136225 8.0084230 -0.3601196 10.8997071 -1.3599344 9.0495622 8.5118218 0.6398804 6.6788353 10.2215881 8.6497455 1.2249046 6.7273800 9.1516693 3.6843138 9.7060059 10.9342503 9.7536589 6.3052519 10.3087618 11.9005423 11.6076833 13.5175364 10.5286600 8.6497455 10.8414280 1.9618455 16.1513065 NA 8.6678226 9.9624082 5.4600971 7.5286596 8.1337721 6.5999188 1.8098260 11.3618703 8.0653213 4.3948022 0.9618455 8.0106042 9.9224261 4.9797647 8.0149561 8.5882840 10.3885289 7.1115916 7.3847509 13.5529931 7.3438200 8.8346736 9.8185815 7.1945057 9.6711975 7.1868115 10.5842628 8.0322342 11.4337232 NA 0.6398804 14.5679492 8.8035664 NA 11.6575951 8.7086949 10.0998605 4.9253206 8.5676945 8.0577692 11.0241608 7.7536587 4.1634826 9.0745450 9.1496917 -1.3599344 7.7379490 8.7909333 9.2963415 10.2130905 10.5191171 11.2049640 9.9339631 10.5728696 9.6650562 10.4628857 9.4448463 -1.3599344 0.9618455 9.9125464 8.8493701 9.1380478 10.3943867 10.2149831 6.4600954 13.5805515 10.7247251 12.7159807 10.4692430 9.2050188 9.2527851 2.7273759 7.1516691 9.4799078 10.7887110 9.6121785 6.6171971 11.0000724 10.8288146 8.2945527 9.4327070 10.7975794 1.2249046 8.7820366 1.6399267 -0.3601196 -0.3601196 -0.3601196 9.6904456 11.1070128 9.6057010 8.2729120 10.2342320 4.7896614 9.1644585 6.3678376 6.0985290 11.8610506 10.4179938 8.7510523 11.3746263 11.2227644 9.1186862 10.3074718 9.7458252 11.8738359 8.8723375 10.1181807 9.4735974 9.3533032 4.1317706 8.3813837 11.0651326 10.9501262 1.6399267 9.1346422 11.5663980 9.1347723 11.2527852 8.2601367 10.1756780 10.6843108 6.8198253 NA -1.3599344 8.4963421 7.1437424 10.4249604 9.1297647 7.8759312 10.9536500 10.3123421 10.6678849 8.9333882 7.4664648 10.3720841 1.6399267 5.2546281 10.5908370 3.1634826 7.9043595 4.7060055 1.6399267 5.4071726 -1.3599344 10.3123421 7.4147038 6.9527995 9.6020897 6.2524895 -1.3599344 5.2248776 10.9195273 10.5324595 11.5563560 11.1136224 12.0286067 10.9064104 7.6085838 9.2059709 5.9390338 10.4039589 11.9325259 10.0978105 12.3182968 -0.3601196 0.6398804 10.0418628 9.9448384 8.9137122 10.3943867 9.7006126 7.6870404 12.0900970 14.9086780 2.9618455 11.2333078 7.9724233 11.3580214 9.5271374 -0.3601196 0.6398804 -0.3601196 7.0407960 NA 10.6647447 8.3176365 9.7769079 10.3034748 11.5621294 8.3712356 8.8420772 5.0425043 -0.3601196 10.8073349 1.9618455 2.4472618 9.5962928 9.7320131 7.6705840 5.4212772 8.0171274 11.1143832 9.9505295 9.4237334 10.7137236 9.5944112 9.2295677 10.7595063 5.4388750 7.5912014 8.7769077 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 female 2012 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino 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 11.454966861 10.023373742 10.490244797 7.237975689 4.269407241 10.062478611 9.481178637 -0.588573754 3.936242174 5.069637728 8.336239196 9.925647748 6.919222078 12.049070611 10.284101705 8.812306324 10.512417622 11.634372686 1.411426246 10.861091405 10.628172742 8.563711851 8.604952347 6.887160895 8.763470335 13.350730592 5.342163583 0.996388746 10.147405921 9.895242629 4.919220886 5.318559078 9.474821935 9.423352942 4.342163583 10.967214296 9.697984702 5.040782866 10.474147621 10.608336335 -1.588573754 11.818030517 5.837691000 9.950100782 10.461615627 9.559267713 0.411426246 8.583854506 3.111865964 10.526145222 7.872906308 6.915253179 10.801297476 2.104068226 8.967281314 8.159619600 -0.003611254 6.199328805 10.101424874 8.530368099 0.996388746 6.620879611 10.110131565 5.040782866 9.176298335 9.813906059 8.784291960 6.795130538 11.029470486 14.171445049 11.043058667 13.222651019 10.678213403 8.513402706 9.220391146 2.659353759 15.729016133 NA 8.790805264 9.875972610 5.011339088 6.874951848 7.538131495 7.792969847 1.671474547 11.099458540 7.978052017 2.111865964 0.411426246 1.870857864 9.591335897 1.870857864 8.955425277 9.059784368 10.433100915 7.090907404 7.094421885 14.105022720 8.294069755 9.212326875 9.356870742 7.642648148 10.092968377 9.633617929 11.292732064 8.397268611 12.370613799 NA 6.433794059 15.571337613 10.561491493 0.733354341 11.588379123 8.504184181 10.431017601 4.269407241 8.912268724 8.016906321 11.587755862 7.946702207 5.803743669 8.643847894 9.336239419 1.996388746 8.367076590 9.560538810 10.046237978 9.829806599 10.153315152 11.666856785 9.905782451 11.140835202 9.671758472 9.835068073 9.171464807 4.903279342 5.111865964 9.774466535 8.708343142 10.151671376 10.259658535 10.328052841 4.768978250 13.285639802 6.816567709 11.841225884 10.071422809 9.058885213 9.191146341 4.342163583 7.566245116 9.390852086 10.657276642 10.091786430 6.931063681 11.338569600 11.010874856 9.987438688 10.291775629 10.379373601 4.581351247 9.414783103 2.996388746 3.111865964 NA NA 9.242734204 10.134234419 10.118354534 7.234794444 9.185233741 5.988855074 9.735044686 7.630595494 6.854369742 12.031417529 10.154157355 9.034393741 11.434834714 10.724876783 9.040783414 10.119648624 9.710062341 11.861736011 9.576333739 10.336239419 8.893700454 9.431712373 4.294069295 8.667635644 11.014821404 8.283239793 0.996388746 8.037591977 11.059334928 8.858510094 11.176091161 9.167983070 10.395845347 10.619966094 7.647441157 0.996388746 NA 8.697984702 7.196062075 10.066957641 9.769528614 8.910276052 11.228410470 6.601250805 10.834742419 8.964095921 8.291009956 10.549378558 3.768978250 4.659353759 9.762366092 1.581351247 7.726576489 1.733354341 7.668437573 3.581351247 3.540709263 10.960248806 4.803743669 6.854369742 9.376489654 6.090906345 -1.588573754 4.581351247 11.208683073 10.382251796 11.139772600 10.652516252 11.319256411 10.789721754 9.852814899 9.244285335 6.575679917 10.322818909 11.414241896 9.737294502 11.977480892 1.733354341 -1.588573754 10.621184843 9.090026914 9.121372144 10.430670089 9.738979565 8.773370679 13.073260621 13.927311464 2.498889087 10.923673483 7.792233928 11.590247294 9.797289295 2.411426246 1.581351247 -1.588573754 8.458550978 0.996388746 11.279732445 8.221998364 9.501539262 10.021067276 11.899643583 9.069638265 9.072795301 3.659353759 2.318316841 10.595062280 -0.588573754 3.365622556 9.900773090 9.644447213 7.466167029 8.162970808 7.870858481 11.231007221 9.453770243 9.048051411 10.982468435 9.092946317 8.327306074 10.054381148 5.174969612 7.182916708 8.715207680 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 male 2000 3343 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1.872735e-06 5.895648e-07 0.003746139 10.085275527 9.540039284 9.523428265 9.089928166 2.811142174 10.040652473 8.102929451 -0.996253861 0.308360875 3.251719093 7.203464491 9.140783256 5.003791106 12.253942391 10.205303432 9.724036286 9.326846730 11.724250102 1.325731791 10.077933520 10.069208202 8.622177409 9.575544730 6.731712748 9.127913352 14.766796884 5.836681593 -0.996253861 9.734262180 9.862550111 2.173703117 3.527358145 8.688540568 8.983931592 1.003818085 11.874349435 9.075254505 8.427958507 11.490124283 11.737866546 NA 10.271749087 6.183700878 10.355835474 10.803478433 9.514556266 1.325731791 7.981071743 5.662003212 10.685908796 6.934529475 -0.996253861 10.540524943 0.588708640 10.158610193 7.778579192 1.325731791 4.836681593 9.495645201 8.483572352 1.811142174 7.339182825 10.291504449 5.588753607 9.992476713 9.267061236 9.382086833 5.091255534 11.553793232 12.008012527 10.659322805 13.757008803 11.153221656 9.656637051 9.691167722 1.003818085 16.738448757 0.003746139 8.015019128 9.599049570 3.588756604 7.978206500 8.284562715 8.230204455 0.588708640 11.209890677 7.943665270 10.495144095 1.325731791 1.588756604 9.057718045 2.588756604 9.705098578 8.571748094 10.612970754 6.922655755 6.603704968 13.315185615 7.622177775 8.607418352 7.765343126 7.981071743 10.606091932 9.218111286 10.607418445 8.836682224 11.314972725 NA 7.788426665 15.239899701 9.586874870 2.325731791 11.026506636 6.986785214 9.519491976 3.003800099 8.279916497 7.778579192 10.417419958 7.807922871 4.173719105 8.817573376 9.451908383 3.588756604 8.704231862 8.603704968 9.323464198 10.335828568 9.576492283 12.538795207 9.232610636 10.885288442 9.341413856 10.228999497 8.360265940 4.527351889 1.325731791 10.392885587 8.148450143 9.946379821 10.160507168 9.735959414 0.003746139 14.269040812 8.947771924 12.062122083 9.042711087 9.260000714 9.335828680 3.463230083 6.080608635 10.167441731 10.448289377 9.915184000 6.711150711 11.409709991 11.241898206 10.129851224 8.933050594 10.979640047 3.704230132 9.441835346 3.647648375 1.811142174 NA NA 9.842995797 9.169955057 8.918177198 7.798208025 9.383668657 3.396104674 8.799831716 7.122732761 5.662003212 12.328253921 10.506126650 8.793325635 11.097869771 11.795972300 9.609271651 9.686786587 9.725745587 12.601960907 9.505629171 9.839842465 10.077264232 6.588755105 1.588756604 7.807922871 10.848105543 9.679202266 8.336947446 8.935755859 11.467571826 7.817573376 10.434244570 8.372298316 10.432675620 11.341971297 8.825565913 2.463230083 NA 8.225379056 6.581220169 9.521461463 10.694226585 9.085941110 10.978565110 4.091251302 11.131148040 9.684151610 8.622177409 9.542950787 0.588708640 5.898609852 8.188667469 -0.996253861 6.963794302 2.173703117 1.325731791 3.251719093 2.463230083 10.705531654 4.731710033 6.495645601 10.845356439 6.560374108 0.003746139 2.173703117 10.512577225 10.753661442 11.096549202 10.687225369 10.491129664 9.942636484 8.548756417 8.751984834 5.910922099 10.732987942 10.373934499 9.849282173 10.408933551 -0.996253861 0.588708640 9.769492580 8.444661270 9.771148894 10.557421387 9.329097577 6.804692498 14.093159771 12.886244047 1.588756604 10.667350197 6.945720058 13.116801619 10.021992247 -0.996253861 NA NA 7.251720039 -0.996253861 9.891835032 7.644037237 8.511586635 9.365735836 11.932125374 7.573647945 9.516641225 1.325731791 0.588708640 11.062122049 3.811142174 2.003782113 10.407336710 9.064487880 7.817573376 8.309853747 8.485591456 11.184944315 9.374479409 9.091255005 10.651700130 9.059426937 8.571748094 9.658428049 3.677914102 6.203463512 8.846142253 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 male 2004 NA NA 0 kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 10.51201360 9.34149547 9.37004372 9.07354044 3.79966758 10.88968564 8.99189962 NA 4.07714043 6.40928910 8.02383251 9.67045443 8.99967536 12.48374805 10.31617969 8.71152141 10.60613081 12.13551685 5.76186234 11.16658961 10.57513285 10.34149547 10.35531145 8.69322767 9.06580493 14.18801587 6.58553946 -0.05829269 10.74500744 10.03311887 4.89587939 7.41741711 8.78088715 9.71647053 -0.05829269 12.83346721 9.37839501 11.24117777 10.65248990 12.18292189 NA 10.51296213 6.50392589 9.78560449 10.24546429 8.71317306 0.94170731 9.85157666 5.79966499 11.42499544 7.62467777 2.40111161 10.07546792 0.94170731 9.03352872 7.95011201 0.52666981 6.55639263 9.86575368 8.68146402 4.26361287 8.89733331 9.25115975 4.26361287 9.06967773 10.83574332 6.78717385 5.18961110 7.66919547 9.59542422 10.43203300 13.46781592 10.53133467 9.60701936 9.51438367 3.02915248 14.93535167 2.11159893 7.97235089 8.89442461 5.44947884 7.89588000 8.00507880 8.88419800 2.94258957 10.72263329 10.06998727 2.26360536 1.94166975 0.94170731 10.01314580 0.52666981 9.50010431 8.59452840 9.90023617 7.64212319 6.61410909 12.99382697 6.83650109 8.81512772 7.98607753 8.38462706 10.42102422 8.74258329 10.55132394 8.95011201 11.55363045 -0.05829269 9.07995538 15.72454098 8.69823967 4.55639263 9.31780896 8.92610204 10.81281867 7.66278300 7.82432681 7.59989499 10.71193441 6.41741711 6.46524477 8.64212319 8.69322767 3.18960320 8.63517032 9.00102784 9.98539440 9.96127430 9.60524152 11.60179307 9.07225402 11.34496189 9.88932052 10.80044163 8.92732612 5.20847044 3.69657256 9.70986786 9.14012857 7.69990693 9.80741675 9.95709856 3.69657256 14.07438404 5.68315183 5.26361287 9.36164358 6.20847044 10.95849182 5.95291127 7.50010411 10.56967327 9.99560945 10.49194927 4.52664477 11.10400557 11.66299635 10.31073546 8.57104003 10.96647690 4.33400327 9.63089522 1.52666981 7.45343609 2.11159893 0.52666981 10.67766257 10.58192843 9.08123496 8.06838813 10.52216818 5.28153506 8.34042741 7.99967536 5.17855929 12.50010421 8.55270829 7.41335883 10.77615458 11.24888429 10.07289737 10.82432657 9.17650105 12.60335027 8.84556532 8.98607753 9.20846995 7.39289439 1.26363540 7.33828802 10.92182309 5.80264560 6.24546334 6.34392831 10.45590439 8.28153367 10.36899637 7.83346698 9.61675834 11.08251326 9.42952349 4.07096457 -1.05829269 7.91896339 5.38462663 9.28930493 11.60568628 8.33400104 10.83688006 3.02915248 11.31128087 9.28041980 7.98334252 9.90674632 1.94166975 4.36795110 7.76186234 0.52666981 7.13644058 2.84857788 3.15736715 3.02915248 4.46524314 9.46720427 5.38462663 7.74903876 10.72590940 7.74562055 3.46524314 5.76186234 10.98436890 10.26586407 11.64947400 10.69907354 11.93125542 9.37213613 7.25456664 8.22013306 5.03296038 10.85270092 9.84255039 10.08251326 10.86166410 7.08123522 NA 10.02050151 8.22013306 9.42045314 10.16447845 10.59363211 7.41741711 11.76803339 12.05053462 4.26361287 10.95151210 7.95332985 11.51367312 10.27651539 -0.05829269 2.26360536 0.52666981 8.03444079 NA 9.67639313 6.59273508 8.86797953 10.63951988 11.07899489 8.22245441 8.55270829 3.58553946 1.52666981 10.29096470 5.86054572 2.40111161 10.03510109 9.40928910 7.94168325 6.54901451 7.67639295 11.03773974 9.76186251 8.54901374 9.91178939 9.32430748 6.26361099 10.58011938 4.02914364 7.52288436 8.53227059 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 3583 kidney stage i t1a n0 m0 male 2004 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 3 7 2 NA 1 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.548845e-07 1.734014e-07 -0.7933568 8.2455223 8.9225654 10.7413927 3.5285338 0.2066432 10.4007448 9.7451417 NA NA 3.5285338 8.3281368 6.8213135 5.2066042 12.0804321 8.3988963 7.6328680 9.0645843 11.3082509 2.5285213 7.1666050 11.8116199 8.0645843 8.5903078 5.4545313 8.6159944 4.8504594 -0.7933568 NA 9.8157823 11.3291080 2.6660294 2.2066120 9.4698728 8.8359601 0.7916057 7.6202316 7.6742092 0.7916057 12.8123145 10.2753818 NA 9.8468484 -0.7933568 9.1059604 8.2261944 4.4545313 1.2065807 9.0458072 2.6660294 8.8540621 6.6660351 -0.7933568 10.2820091 0.7916057 9.6680829 8.7399331 1.2065807 3.7915641 7.5859818 7.8027929 2.5285213 4.5285338 9.2713463 0.2066432 10.2557713 8.5794687 7.4545313 5.0892481 8.3538085 9.8887203 9.7697997 15.2746890 10.2693242 11.9914428 7.8102297 0.2066432 13.5382203 0.2066432 9.2455225 5.7764594 5.3358869 9.6159944 9.2753817 3.4545313 3.3465598 12.5170743 8.3512873 5.1838835 2.6660294 8.0010191 9.6752276 -0.7933568 9.5762009 10.4545309 11.3939556 5.3964267 5.3765300 13.4751455 8.1838835 9.1838835 5.6660351 6.7764594 9.6481159 6.6578143 10.6655227 10.3834000 12.8073295 0.2066432 4.3765266 16.6705269 8.7802507 2.2066120 13.6299164 8.0676903 10.4075021 NA 1.5285213 7.8966012 9.5069561 6.4733908 2.5285213 8.7321243 10.5098134 0.2066432 10.9229943 8.9961370 9.7840323 12.1142453 10.3633186 11.8843650 7.4873746 8.8268233 9.6964514 9.3964280 8.0227229 7.9070433 -0.7933568 11.7176148 10.4645806 10.0497394 9.1269563 8.1895973 5.2289726 14.1242086 3.0139624 3.2940619 8.9945059 8.5172162 12.1461827 0.2066432 6.5464531 8.5881464 9.9208490 9.9673234 2.2066120 12.5406449 12.5269810 5.6660351 8.3072659 11.3442351 2.3765404 9.5918942 2.5285213 2.3765404 NA 0.7916057 9.8074456 8.4686982 8.3255447 9.0347401 10.0951565 2.9070445 9.0923000 5.3964267 2.9070445 11.5361196 12.4187958 8.7418788 9.3689948 10.8661535 11.1127425 10.0267825 10.2564520 14.2950191 9.2414024 9.7389595 13.7687863 7.0458077 0.7916057 8.1578880 9.9259923 14.4148371 0.2066432 8.7378290 11.0999050 7.2066032 10.2867548 2.2066120 10.8405069 10.8513611 6.3046352 NA NA 8.1432414 4.9614891 9.8332252 9.6202314 10.0243866 10.8957279 4.5989190 11.1834933 10.7559069 8.7534979 9.2740377 1.7915641 7.1549710 7.2564521 1.2065807 5.2289726 10.4745606 0.2066432 4.2509995 -0.7933568 11.6901674 5.1838835 9.5805561 8.0622820 6.0267824 -0.7933568 3.0139624 9.8576551 11.2438072 10.1874571 9.6873937 9.4136178 9.4293984 8.6138712 8.8554643 6.4747005 10.8913521 9.2108240 11.0046702 8.1044488 3.8504594 -0.7933568 9.0473813 7.2564521 10.8670451 10.4239554 9.5035197 8.3307247 10.4856336 12.5375204 0.2066432 9.9336731 9.3840105 11.0481679 9.6032083 -0.7933568 NA 4.2066042 7.4013600 NA 10.7452774 6.3255447 8.5816427 9.8304849 10.5967724 8.2372707 9.2386493 11.6639844 0.2066432 12.0538566 2.0139624 1.2065807 12.2157323 9.0171750 6.3964284 3.5989249 9.3033186 11.0042650 7.1254672 7.9208489 11.3287844 9.3423127 5.5641556 8.6619306 4.6071409 6.1254672 9.9505963 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 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.872735e-06 6.589254e-07 -0.513955 10.628749 8.009566 10.234197 7.137056 8.803417 9.052058 6.402480 NA 1.712508 2.945439 7.122628 9.506984 5.733932 11.841906 10.180362 8.943385 9.616575 11.903857 NA 8.589292 9.798887 7.025163 8.581401 6.306184 9.025163 10.992312 6.903857 NA 9.615287 9.404867 -0.513955 0.486045 8.254188 9.118999 1.807932 9.897515 9.730368 5.825854 10.902802 9.863214 NA 8.805676 7.280420 10.511836 11.068616 7.941331 NA 7.416741 2.655924 9.640822 7.552093 NA 10.638289 1.485993 8.941331 6.733932 NA 5.129860 8.422642 7.416741 NA 5.508372 8.549399 2.070973 9.900689 9.731557 11.523894 4.240894 11.510787 11.737191 11.198531 14.593017 11.057757 9.097029 10.841906 4.486006 16.564082 NA 8.573467 10.068146 2.945439 7.474688 8.668398 6.115360 NA 11.606890 5.833315 -0.513955 NA 0.486045 9.668398 2.655924 7.834732 8.488819 10.497231 5.789784 6.743392 12.765324 7.878321 8.277167 9.829190 6.508372 10.775308 9.163724 10.696675 7.961737 11.615931 NA 2.070973 14.148450 8.905964 NA 12.193795 6.085917 9.129860 -0.513955 9.113538 7.009566 10.533810 6.331494 NA 8.434371 9.484595 1.485993 9.009566 7.093334 9.476108 10.425583 8.189908 12.041873 9.624276 10.159313 9.317311 10.222406 8.605153 NA -0.513955 9.970827 8.511143 9.257493 10.125345 9.069087 NA 14.366448 5.009567 12.486532 8.683221 9.454671 8.158429 4.129860 5.293359 11.126701 10.954119 9.290135 7.508372 12.327765 10.895925 7.710006 9.478942 11.099794 2.807932 8.685456 2.655924 2.070973 1.070939 NA 7.695457 9.759800 8.823626 7.670879 9.849766 -0.513955 8.977857 6.280420 5.733932 12.689199 10.304586 9.508372 11.646191 10.308575 9.170753 10.159313 9.424113 11.635434 9.315727 11.380443 9.368280 7.690575 0.486045 7.680761 11.162402 9.245892 5.213923 8.633209 11.569816 8.943385 11.106224 9.215625 10.233358 11.709101 5.714822 1.807932 NA 8.668398 7.386870 10.507678 9.267364 8.922716 10.575455 6.961738 10.566082 9.042510 7.670879 9.855601 NA 3.486006 9.237548 NA 7.573467 1.485993 6.144216 3.186437 NA 11.095183 6.172506 5.861042 10.461136 5.186445 NA NA 10.263259 10.289328 11.006132 10.875098 9.804547 10.347866 8.428518 8.796617 5.513690 10.738669 11.352510 10.337753 10.780625 NA 0.486045 9.663424 10.714221 9.371700 10.415262 9.254188 7.356368 14.216633 14.214350 3.807932 11.093334 8.409421 13.188718 10.213074 2.945439 NA NA 7.040593 NA 10.273907 8.710006 9.267364 8.633209 11.136607 7.578761 8.933087 1.485993 NA 11.144215 NA 2.655924 9.395897 9.235874 6.604945 4.977857 7.179491 11.109428 9.072844 8.987841 10.647766 9.844655 6.655929 10.628749 3.293356 6.928947 9.138849 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.299 0.698 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.299 0.698 10.917502 11.589620 11.297780 11.061543 9.339314 10.816921 2.945439 3.070973 6.980420 2.293370 12.454851 9.175810 8.690575 5.311281 8.138096 9.191636 11.705475 6.267364 10.685676 10.991816 9.078461 9.130689 10.306167 7.916456 8.005640 10.693018 14.317856 10.299785 10.500722 NA 8.524923 8.309371 10.867547 11.332278 11.010546 8.257493 10.324420 6.937215 9.032898 5.416742 6.961738 9.835838 10.287712 3.293356 9.203681 9.195088 13.599176 8.154889 11.847948 6.613535 10.390639 13.201966 15.969599 11.549736 14.522736 10.197671 2.293370 10.202823 9.552093 8.854511 9.345539 9.508372 10.074719 10.086846 9.736302 11.818877 -0.513955 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 3328 kidney stage ii t2 n0 m0 female 2004 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.242451e-07 3.121225e-07 NA 9.75966103 9.54338085 10.55376895 7.01010510 NA 9.68331942 4.79104304 NA -0.63957953 4.12602297 8.53441689 9.08295587 5.57772187 12.46233437 9.57091788 10.41522997 9.85314438 10.97335850 0.03857665 9.80757324 9.77665411 8.59889479 8.26256376 4.12602297 8.81828115 11.38618325 6.01584097 NA 9.46482671 10.00578818 2.36047665 3.49799550 8.37841191 9.43837374 -0.96156382 11.11236874 8.93034557 8.55228945 10.61410117 10.93224259 NA 10.47839277 3.94544852 10.18894385 10.12004538 7.77665411 NA 7.29594981 1.03857665 10.33260814 7.23823466 NA 10.20598002 0.62349233 9.36611454 7.75623806 NA 5.28648938 9.03997018 7.95742538 -0.96156382 6.02724696 9.16784487 1.36047665 9.38618325 9.86669830 8.93489417 3.20848605 10.26917683 13.69905924 10.64912538 13.58996975 11.23915402 9.55721497 9.33088350 2.84591151 16.03911212 NA 7.98984633 10.22776875 4.59315056 8.05537030 8.38950099 4.71098822 2.36047665 11.84531288 7.78900081 14.77218632 -0.96156382 2.49799550 9.34234273 0.03857665 8.33318264 8.19337997 10.39446355 5.28648938 6.55426191 13.07043535 7.70389804 8.70567351 8.22838630 7.01010510 10.55912161 7.31002468 11.25196993 8.82319685 11.38729005 NA 2.36047665 14.63139846 9.44370341 0.03857665 11.62891500 8.19843325 9.23454922 3.62352745 8.24557600 7.66427091 10.76860739 7.12071066 4.76648385 8.56994331 9.84349948 NA 8.60271148 9.11136445 9.17811331 10.32165024 9.86272506 11.78612131 8.47943107 10.01870149 9.16913255 10.38119218 8.10246917 -0.96156382 0.03857665 10.19654029 9.63847465 9.27337928 9.63101895 9.48667818 5.03856348 13.90366684 9.43409608 13.67422332 8.83135222 8.48564499 10.04978907 4.08295800 6.53840779 11.82891040 9.85953851 9.45324717 6.48977251 11.82025764 11.35569180 8.06092988 10.72593760 11.26256353 1.62353915 9.43090076 3.62352745 1.03857665 NA NA 9.00001155 9.46692215 8.86352068 8.41577261 9.14960615 3.12603123 9.54139364 11.22064580 4.59774569 11.57213497 9.99493803 8.55228945 10.94206719 12.12253975 9.47926492 10.98656403 9.20346890 12.26647862 9.38396711 10.22157685 9.11804664 10.61220909 1.03857665 7.97519968 11.00073490 11.68901233 1.03857665 9.33845673 11.98290793 7.86192932 10.88796698 5.94545320 9.59602553 10.82768789 6.60080495 0.03857665 NA 8.25288111 5.99275710 9.95444120 10.18322013 9.37171719 10.70478587 5.68241879 10.78581502 9.37283525 8.57189179 9.01584180 -0.96156382 5.34234140 8.47110371 -0.96156382 5.34234140 0.03857665 1.03857665 3.89654312 1.03857665 10.71142917 5.92120542 6.44795271 9.26376942 5.48150562 NA 2.73900556 10.54586096 10.36105344 10.65373173 10.81951164 10.21036414 9.76903199 9.35257868 8.41349254 6.65430234 10.57917430 11.19337997 9.77072930 11.17170410 0.03857665 NA 9.86352068 8.00722859 9.59889479 10.13856709 9.69498672 8.12071118 12.56933396 13.84072480 NA 11.42010481 7.74736994 13.25939362 9.72855983 0.03857665 2.03857665 NA 7.12071066 NA 10.17811319 7.12071066 8.79845009 9.61882045 11.15555553 7.30065640 9.13042024 1.03857665 -0.96156382 11.23731383 -0.96156382 2.36047665 10.42442425 9.39391295 6.96929902 4.32396086 7.95444120 11.35936243 8.56212372 8.09384430 11.14937141 9.81499495 6.56994369 9.33776995 4.16949213 6.36049070 9.28530257 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 NA kidney stage iii t3b n1 m0 male 2004 NA NA 0 kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.664654e-06 4.161634e-07 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 1 2241 1853 kidney stage ii t2 nx m0 female 2004 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.976776e-06 4.508437e-07 1.1672937 10.3688238 7.9054045 10.4009321 7.6711384 -0.8326421 9.7016154 9.1199226 1.4892346 2.4615548 3.3372401 7.7025876 10.7328906 5.6751074 12.3507928 10.7588348 7.4152398 10.3682111 11.9024454 0.1673579 10.5138262 10.1481661 7.5160404 8.8815579 8.9698288 9.2144364 12.8935306 5.8255236 NA 9.7820224 9.6957666 3.3372401 3.9746670 8.3961312 9.2253041 2.6267428 10.7156527 10.3552830 1.9746761 10.9970352 9.2797519 -0.8326421 10.6014194 7.2441278 10.0987888 11.2881983 10.2447959 NA 8.2574251 2.1673258 9.8075575 7.3669848 NA 10.5813634 1.7522776 8.8057484 7.1896803 NA 4.9486709 9.3669848 7.9649738 NA 5.3170580 8.9188567 3.0741971 9.9104639 9.2103397 11.4302882 8.2627094 10.6990204 11.5806760 11.7898220 14.1177317 11.5759076 9.1273145 11.0088768 2.8677581 15.5472323 NA 8.8538129 9.7494545 3.7522776 7.4104861 8.2034860 9.6601671 2.2866742 11.1606047 7.5696422 12.3118114 NA 3.5596264 9.5777638 3.6267428 9.2239503 8.1757411 10.1410098 7.7025876 6.7820219 13.0735455 7.7560272 8.2034860 10.2225950 6.4247004 10.5410205 8.9003277 10.8228432 8.1785399 11.2249658 NA 4.9221978 15.6606051 8.7875324 1.7522776 10.9866933 7.0980500 9.6277684 -0.8326421 8.3322192 7.8039374 11.0194518 6.5935779 4.5248661 8.0468959 9.5093871 1.4892346 9.0314986 8.7635022 9.3583716 10.5856922 9.5946252 11.4502503 9.9842961 10.8039371 9.6257191 10.2307076 8.3999012 4.8677532 2.9746761 10.0891534 8.3119708 9.1069944 10.0816977 9.8781190 2.8677581 14.1244599 5.5596295 9.8192610 9.4305818 8.7578997 8.8021234 3.4892346 5.1896823 11.2904639 10.6536448 9.2507918 6.9155054 11.7347933 11.1395743 8.1068916 10.6071434 10.8858454 5.1215087 9.0640839 7.0980500 1.7522776 NA NA 8.8607996 8.5681918 9.8138711 7.8255243 9.8035837 4.9746670 9.5692587 7.2653450 5.2394171 12.4156848 10.0545331 9.4619333 11.1616659 10.8494293 9.2307076 10.0995272 9.2901405 11.6629177 9.2574249 10.2959513 9.1588343 6.7295555 4.3767627 8.2836565 11.9466215 12.2001606 0.1673579 8.0755251 11.7725605 8.7709387 11.1410099 8.2991695 10.0468958 11.4232262 6.7295555 1.4892346 NA 9.9280324 7.1785394 10.7861568 9.4009321 8.3694364 11.4229312 5.8397379 10.7974431 8.9054048 7.6308372 9.9649740 3.4892346 4.1215128 10.7001554 0.1673579 8.2965955 3.1673098 4.0252946 4.1673098 3.7522776 10.5176992 6.6102556 7.7219010 10.7875323 6.4152398 -0.8326421 4.6908752 10.6938117 10.4128652 11.2444620 10.7295549 10.3010969 10.1820304 8.0802020 8.2879132 5.2127989 11.4182030 11.2511242 10.2367623 11.0980499 0.7522348 NA 9.8138711 9.1302084 9.2007356 10.6751071 9.4164260 6.9354963 13.8666138 14.7180292 1.1672937 12.2362587 8.4321067 12.9317695 10.2117065 0.7522348 0.1673579 NA 6.5071619 NA 10.3509479 8.1503063 9.3447320 8.5093871 12.5584218 7.6986943 9.2294800 1.4892346 0.1673579 11.1309311 4.2547754 NA 9.6185235 9.6081816 7.3017385 6.2758377 8.1644922 11.2110233 8.9155054 8.6849817 10.7343178 9.6369543 8.7709387 10.6651644 4.4852658 6.7522749 8.6205831 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 3409 kidney stage ii t2 n0 m0 female 2004 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 -0.6499554 9.8658545 10.6765842 11.6911174 5.6900036 NA 9.4547533 8.8233937 NA -0.3512585 3.8095894 8.1050421 7.7930980 5.6900036 10.6297652 9.0882468 6.7764199 10.2426974 11.9967134 3.7424698 10.6459236 10.4175891 7.8339704 9.6698267 5.5789719 9.6788295 6.0780761 -0.6499554 NA 9.7584844 10.3452152 1.3501577 4.3501577 9.8619073 9.1798775 0.3501577 9.0763728 8.4612903 1.9351203 10.9980628 8.5909459 NA 6.7847827 -0.6499554 9.4455517 9.5873646 8.1183390 NA 8.5980823 NA 9.8549737 8.2779327 0.3501577 11.2430845 NA 8.6900046 8.5275744 -0.6499554 1.3501577 9.5693232 8.1117059 NA 2.8095791 10.3238520 2.5200702 10.0287548 9.2926693 6.8339704 3.5980793 10.2384565 7.8054821 10.5263278 13.5596842 9.6493627 9.0575139 8.1703337 -0.6499554 13.5409053 0.3501577 8.3863281 8.5200796 5.2570446 8.8599298 7.5644734 3.8095894 3.8128576 12.7616656 5.3099256 NA 2.1574965 2.5200702 9.4960868 0.3501577 9.5717418 8.8873730 10.0252296 4.2081348 6.3835782 13.8614131 8.4455517 10.4941755 6.0505953 8.3245694 8.9619355 10.3224165 11.1199925 7.8095862 13.2843984 NA 2.5200702 13.5945928 10.9593334 2.3501577 12.2243676 8.8034253 9.4242961 4.0505975 8.6562164 7.1050421 10.9190608 6.4690964 3.0505888 10.4382804 9.6216177 1.3501577 7.2327979 8.8951190 11.3112425 12.6890303 12.2048283 12.2444874 9.8450103 9.6459235 9.5522785 10.1575095 9.7320436 3.9940094 0.3501577 9.7795615 10.0497271 9.7648399 10.5903497 11.6066582 5.0780761 14.0104292 1.3501577 0.3501577 8.5300637 11.0531930 10.4013636 2.3501577 7.1117064 9.4508170 11.3068938 11.6320847 5.6355571 11.4335908 11.4372860 6.3159393 12.5359593 10.6771458 0.3501577 8.1938560 5.5980823 3.3501577 -0.6499554 NA 11.7322382 9.6459235 9.4820117 6.7164765 8.6776622 0.3501577 7.4794375 7.6262792 2.6720858 10.6022287 12.1854156 8.7722195 10.1663384 10.0678311 9.5681123 9.0763728 11.9623320 12.8992173 9.8931865 11.1687369 11.6913955 0.9350825 2.8095791 9.2660341 10.4216171 14.3354932 -0.6499554 8.2161662 9.8609189 9.7858250 11.3962555 1.3501577 11.1257649 10.9304132 3.0505888 -0.6499554 NA 9.8834844 6.7847827 10.7392481 9.5313070 8.6216178 9.1846257 6.1830438 11.1195669 9.4781489 7.3890737 10.7853040 2.1574965 6.3725221 10.2955985 NA 6.1315133 -0.6499554 -0.6499554 7.9463443 NA 12.8935490 5.0225809 4.3945484 7.8054821 11.0771987 NA 2.9351203 11.5580841 10.7515675 11.6256972 10.8284186 11.1237060 10.6788296 8.7595457 9.8717257 5.6597676 9.7826965 9.0763728 10.4094991 7.4376173 -0.6499554 0.3501577 9.2525297 8.7951695 9.7327786 11.0159347 9.4000031 6.9722067 9.8999393 13.7586171 0.3501577 7.7510338 8.8367485 8.2808918 9.4162438 NA NA NA 7.5049731 NA 10.5012917 7.9123972 9.4269702 10.7082564 11.5747593 8.8854301 9.1387914 NA -0.6499554 11.7488983 NA 3.5980793 10.2712517 10.2442144 7.9463443 3.7424698 8.7972377 11.9297063 10.1510546 10.5933287 10.2889992 9.4781489 8.4638966 10.4540980 5.3501542 7.4794375 9.5656876 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 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.629973e-06 6.242451e-07 NA 10.8503070 9.0020457 10.4312970 6.4867916 4.6333382 10.2298694 6.4074326 0.1738950 -0.4146528 4.3438342 7.5445967 10.4236153 7.9876904 11.7996180 10.7890790 9.5630027 10.5500346 12.0450444 4.5314626 10.1039072 10.3550614 8.5467741 8.0626522 7.4913216 9.0838021 12.3497706 6.4958374 NA 10.1432957 9.8489840 3.0807941 4.0323918 8.8159609 9.5758554 NA 10.7867777 10.3961003 10.1193531 10.3797024 10.0225322 0.1738950 10.0154736 4.3438342 10.6481221 10.8186668 9.1120185 0.7589001 8.6022694 1.1738950 10.0488905 7.9187428 NA 10.3821436 1.9812682 9.0396423 7.8392454 2.3438342 4.8463328 9.0099596 7.6536892 1.4958486 5.8032658 8.6230577 2.6333382 9.9940882 10.6225418 9.0942619 6.2613728 11.4824502 10.0664520 11.3207960 14.1914136 11.0283880 9.0240961 11.1193530 NA 15.8634431 NA 8.5896508 10.3544400 4.7284974 7.7886192 8.5640782 6.5137592 2.4958486 11.1083372 7.3976695 1.7588575 NA 4.6333382 9.8551475 3.1739109 8.4569975 8.3388161 10.5358529 6.2507248 6.5226380 13.3333864 6.7738223 8.5790508 9.7710307 7.0256578 10.4861512 7.5917617 10.2312241 8.4731172 11.3766452 NA 3.1739109 15.4898371 8.8726139 1.1738950 11.9054404 8.1251939 9.9086188 0.1738950 8.8463344 7.6577250 10.4913218 7.0193995 4.7588734 8.5597717 9.2785080 0.7589001 8.8141540 8.6496428 9.3425812 10.1837378 10.3432079 11.2883706 9.7913767 10.5292603 9.7840112 10.5081825 8.8115121 2.4958486 0.1738950 10.2052658 8.7644961 9.3942875 9.9707599 9.2073321 6.4593119 14.1847869 5.3438342 12.4455181 10.2745715 7.8285453 8.8195676 3.2613653 6.5402319 11.0032355 10.3531962 9.7475564 5.6168517 11.4271096 11.0845519 6.8392454 10.0807998 10.8730478 2.8743445 9.1928187 5.5662276 0.1738950 NA NA 8.9069246 10.1640131 9.1208154 8.3160163 10.7148848 3.4958358 9.9828734 6.5226380 4.4218359 12.3125010 10.1396934 8.5003388 11.4081279 11.2056104 9.2915522 10.5081825 9.3249258 11.9470484 8.7941289 10.1200844 9.6597385 10.0473533 4.3833656 7.8673961 11.7626238 9.4532064 3.9287967 8.9342134 11.2679869 8.9153763 10.5137592 8.4822481 9.7996180 11.2025059 6.8881551 1.1738950 -0.8259772 9.3575445 6.3833622 10.3668184 10.0815509 9.4003215 11.1251939 7.7922945 10.8054864 9.1682627 8.0036320 9.8560260 0.1738950 4.8743494 9.8907286 2.7588788 7.1339108 2.9812682 4.2183007 4.7284974 2.1738950 10.2244380 7.5747888 6.7886192 9.4947098 6.4867916 NA 4.6657623 10.5996496 10.2791630 11.3086564 10.8855761 10.8245122 10.4200560 7.4170829 7.2092028 5.6612679 10.5986003 10.9609955 10.4057303 10.6225418 0.7589001 -0.8259772 9.8630335 9.4604670 9.0912812 10.3375589 10.0534925 7.4360044 12.3081750 15.0641735 -0.8259772 11.6602414 9.0895943 11.1396934 9.8276499 NA NA NA 6.6251200 -0.8259772 10.5120996 7.6455842 9.2018152 9.7227310 11.8062228 7.8105337 8.7364760 2.4958486 NA 11.1016872 2.1738950 2.4958486 9.8059956 9.5672996 6.9683247 3.6974736 7.6168524 11.1156904 9.3350410 8.5159840 10.4395242 9.6496426 7.9519864 10.7489756 4.3833656 7.7013862 8.4453721 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 3331 kidney stage iv t2 n0 m1 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 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 1.24849e-06 3.814831e-07 NA 10.2613684 8.3808679 10.3919062 6.8025383 9.3461026 9.4245232 9.3253522 NA NA 2.4937754 7.8384854 8.9124053 6.8798442 12.3574090 9.8041920 9.7554534 9.7665216 12.2681237 2.8417115 8.6527396 10.2086558 6.9108717 7.9797979 7.4137328 9.2142633 14.0786203 5.7347936 NA 9.6108386 9.4627143 1.0343566 3.9412472 9.3197563 9.7417134 0.0343566 10.6591496 9.2822818 8.5637847 11.3828058 9.5520237 NA 9.8900014 7.0173474 10.2643747 10.0848832 9.2498871 0.0343566 9.8774901 1.3562565 9.7287122 7.5221939 -0.9657843 10.3814163 -0.9657843 10.1919728 7.6080012 1.6193191 4.1218194 8.3312703 7.7758209 2.4937754 6.4180584 8.8561282 1.3562565 9.8814115 9.5588959 8.6545741 5.9047201 10.4605770 10.3381350 10.7550260 14.4257992 10.7425760 10.0187727 9.8868837 0.0343566 15.6334680 -0.9657843 7.7417130 11.3633096 2.8417115 8.2775283 8.7975665 7.4437450 2.7347855 11.7337098 8.9237366 0.0343566 NA 2.6193191 9.5191770 2.9412378 8.1687804 8.2017725 9.7147138 5.8287712 6.5181700 14.5750877 6.5421481 8.0427828 9.3742042 7.0173474 11.3581352 7.7278415 11.1234736 8.5793186 10.9801638 NA 4.8672441 14.8158671 8.3174425 3.3562847 11.8765081 7.2291110 10.7825471 1.3562565 8.7173488 7.0230391 10.2976234 8.0087687 3.2822767 7.4437450 8.6174370 -0.9657843 8.7673694 8.3830826 8.6618882 11.9498602 10.0964004 11.8414857 8.9591668 10.3369932 10.2462425 10.0990970 8.0563061 NA -0.9657843 10.5186736 9.3186000 9.3974158 9.7656733 9.1967455 3.8923327 15.4374495 13.6398916 11.3463863 9.8058436 7.7382578 10.2757416 1.8416914 5.0343522 11.1497231 9.8238879 9.6202558 5.0567222 10.6705755 11.6851816 7.7892415 7.5927747 11.1204904 5.3919052 9.4805174 3.1218112 4.7067792 0.6192721 NA 9.6426090 9.5975505 8.0539449 8.3034808 9.2878707 4.0343566 8.9783341 6.3104783 5.6042107 11.9790663 9.8124313 7.9230975 9.7875709 11.5507930 9.8206484 10.5411576 9.2511001 12.4788515 9.2241787 9.9885505 10.0180604 7.9797979 1.6193191 6.4606197 11.6098935 9.1428002 3.5579124 9.0873570 11.0705279 7.5381796 10.6013596 9.5441293 9.0594937 10.9812605 8.1111696 -0.9657843 0.0343566 8.1532951 5.9532163 9.5628083 9.2364780 8.9754018 11.2337198 4.6193191 11.3503302 9.2976234 7.3652708 9.0773816 1.8416914 5.6193162 8.4137324 NA 5.8672441 2.8417115 6.4089598 4.5262066 1.0343566 10.2946858 4.7622744 6.1942250 10.2728306 6.0343544 -0.9657843 3.9412472 10.5401657 10.7050105 11.1604133 11.3011407 10.2852448 10.0244582 9.3730907 8.4093935 5.3686706 10.7854798 9.8861032 9.4180586 9.0719013 0.6192721 -0.9657843 9.9177613 9.2751456 9.7032392 9.9921818 9.8238879 8.3197566 12.1589602 12.9777848 5.6925667 10.1284320 6.5132444 11.4453355 9.4522066 NA NA NA 6.2535223 2.2042659 10.8529523 6.8985409 8.3897053 9.3952012 11.7886154 6.7278415 8.9390640 1.6193191 0.0343566 10.9921817 4.1218194 2.0343566 10.8719821 8.0787486 6.9412448 10.4668962 8.4710659 10.7808685 8.3426934 8.4266715 11.7584417 9.2929202 9.1828308 9.6221318 3.8417115 7.1111701 9.0581086 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 -0.440 -0.440 0.262 0.262 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 -0.440 -0.440 0.262 0.262 9.729583 12.791536 10.249280 10.192333 8.846532 12.834142 5.100444 1.356257 9.146794 5.224179 12.901343 9.124943 9.099097 9.961191 7.388604 7.982722 10.248066 6.374205 10.327826 11.331844 8.051163 9.073890 11.988792 7.660063 7.447982 11.492761 11.750316 9.637053 9.782547 NA 8.724352 6.468982 10.034354 11.474445 11.422641 9.153295 8.898540 6.214263 9.784224 6.565736 6.892335 10.012350 5.078746 2.493775 8.987095 9.230342 12.504886 8.506029 12.623303 7.480569 12.596716 8.809141 14.804424 11.261669 15.520828 10.450096 2.356285 10.574482 7.985639 11.130081 8.095050 7.923097 9.799226 9.860108 9.076013 11.262572 7.045582 5.409394 15.943319 11.124467 8.168780 5.692567 9.746881 NA 10.536689 NA 12.756415 10.114412 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 2865 kidney stage i t1a nx m0 male 2005 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 0 0 0 0 0 6.589254e-07 1.734014e-07 NA 8.6541330 10.2644722 11.5485206 4.2421070 NA 9.7246660 7.8314681 -1.2498223 0.1232689 1.7502635 8.3029204 7.4950851 6.0448728 11.0202545 8.2874695 6.7275311 9.2757721 11.9734988 3.0721744 6.2259844 11.8274008 10.1973345 7.3868756 5.9886552 9.8290693 6.9838715 NA NA 9.6743215 10.8393706 1.0721744 3.2096873 10.1160269 9.0494592 2.9981774 8.1317942 8.2117306 -0.2498223 11.2575504 9.8270668 NA 6.0721787 6.4367515 9.8055337 9.4567472 7.2932831 NA 8.4419947 -1.2498223 8.4030964 7.8535391 NA 11.6041319 NA 8.8816839 8.6313652 -0.2498223 1.9201789 8.5973088 7.4576107 -0.2498223 4.6082297 9.6861529 -0.2498223 10.4389387 9.1404203 6.7670602 2.4506966 5.5316123 12.5005395 10.3927544 14.2347910 9.7705367 9.7080789 8.1296297 -0.2498223 13.6471986 -1.2498223 8.8068889 10.2703788 5.4084639 8.8136462 7.5017950 2.4506966 2.8343067 12.2429807 6.6129510 -0.2498223 NA 4.4226770 9.8923584 0.7502635 7.0402700 9.8872424 10.2285153 3.3352117 7.1468558 14.2299368 7.5543824 10.2649654 6.4917184 1.3351974 9.7229368 10.3677188 12.0021774 8.0699234 13.7533739 NA 2.0721744 13.3508031 10.6949633 NA 11.0217143 8.5101395 10.5430416 0.3352546 9.2107071 7.7474310 11.0914921 6.1425686 4.0721830 10.6518725 9.7691469 2.6571369 9.6336582 8.1638791 11.0828473 12.2252247 11.3305098 12.3840934 9.0379636 9.9862654 9.7167567 10.5097235 9.7118530 7.6328942 NA 9.7217949 10.3603533 8.3661570 10.5929945 9.8891631 4.6809882 14.2108352 1.3351974 1.5576307 8.5688336 9.1638793 11.1404202 2.0721744 6.3276802 8.1765163 10.3695543 10.6378527 6.4849614 12.4875113 11.6296431 6.5894549 11.2791937 11.0845246 2.2096717 8.4656301 4.1425686 1.5576307 NA -1.2498223 9.4756175 8.7905411 9.5648337 7.8846779 8.9598020 2.0721744 7.3723027 9.6787697 3.3860108 11.6496082 12.3510934 9.1078032 10.1312534 10.3534139 9.9209149 9.4084629 11.5744145 13.5873864 9.2550704 11.1154802 12.6859689 4.9597053 2.8377213 10.4649261 10.0693589 13.8882282 -1.2498223 7.8250885 9.9132720 9.3191575 11.1736299 2.2096717 10.9047530 11.6047301 4.4781694 -1.2498223 -1.2498223 9.3276802 7.4815702 10.4717777 9.7939622 8.7431898 9.2066056 4.7044460 11.5160926 9.6389946 6.4644967 10.9904464 3.7502528 5.3048396 10.2985915 -1.2498223 5.1765143 6.4984440 -1.2498223 6.0721787 -1.2498223 12.4346712 3.9981774 10.3450424 7.5017950 10.9009189 NA 1.3351974 11.0920480 10.8403637 11.1617622 10.9179830 11.0488867 10.3704711 8.8769558 9.2799942 5.7016516 7.7919104 9.6412754 10.4904537 9.2411023 0.3352546 NA 9.9326456 8.9682089 9.4601966 10.5258616 9.6260006 8.6735787 11.2538286 12.8641562 0.7502635 9.8980922 8.9643397 8.1511307 9.4627783 -1.2498223 NA NA 8.3977097 NA 10.8572100 8.2340673 9.4146986 9.4722049 11.5493305 8.7670595 8.9767236 11.5710286 -0.2498223 11.7359154 NA 3.0721744 10.9145297 9.0597276 7.1681035 0.7502635 7.8846779 12.0344971 10.1822712 10.0005496 11.6936818 8.5495329 3.8795391 9.1564563 3.0452333 6.8109469 9.4454797 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 -0.66485 0.30585 0.30585 -0.67508 -0.64771 0.31578 -0.675 -0.675 0.304 0.304 0.292 0.292 -0.648 0.307 0.000 0.285 0.285 -0.688 -0.688 -0.661 -0.661 0.237 0.237 -0.662 -0.662 0.301 0.301 -0.678 0.198 -0.631 -0.631 0.312 0.312 0.309 0.309 0.309 0.309 -0.656 -0.656 0.301 0.301 -0.665 -0.665 0.306 0.306 -0.205 -0.205 -0.675 -0.675 0.304 0.304 0.292 0.292 -0.648 0.307 0.000 0.285 0.285 -0.688 -0.688 -0.661 -0.661 0.237 0.237 -0.662 -0.662 0.301 0.301 -0.678 0.198 -0.631 -0.631 0.312 0.312 0.309 0.309 0.309 0.309 -0.656 -0.656 0.301 0.301 -0.665 -0.665 0.306 0.306 -0.205 -0.205 8.648097 12.337326 1.920179 10.102847 7.379608 8.131794 2.657137 10.289895 7.885371 -1.249822 10.453722 6.797593 6.217857 4.684768 8.388035 9.635948 11.546899 8.713147 11.927048 7.180704 9.182793 9.091715 11.282502 6.761478 8.609786 9.802140 12.807989 9.209683 9.084525 NA 8.980272 8.805534 9.385062 12.346208 12.032616 6.098980 10.288440 6.704447 8.969420 6.767060 4.959705 9.795328 5.450690 11.455236 7.242104 6.848284 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.774423e-07 6.936056e-08 -0.6036213 10.2489328 11.3511449 11.6487731 1.7183507 NA 10.1179298 9.5008186 NA NA 2.7887275 7.3564053 7.8922587 7.3907571 11.3896955 8.8403830 7.0581812 9.8372725 11.5597385 3.6443293 6.3964027 11.3423957 6.8802190 8.1479472 6.1311120 9.3751137 3.9509909 -1.6034021 NA 10.7801076 11.4866812 NA 4.0111109 9.4353223 8.9394352 NA 6.2229514 8.6288243 -0.6036213 10.3085442 5.8226690 -1.6034021 4.2543824 -0.6036213 9.5781768 9.0384551 6.7138154 NA 8.1662409 NA 9.1769430 7.7539555 -1.6034021 11.5718655 NA 8.7854969 8.6666987 NA 1.7183507 8.9189848 7.6608459 -1.6034021 2.3964061 9.9553023 -0.6036213 9.6736907 10.4100749 6.5562746 2.7183287 9.7274883 10.0032711 10.5036204 14.1458538 9.4950935 8.9180036 7.5256860 -1.6034021 14.0104517 NA 9.2942488 8.8068547 5.2165829 8.5243975 7.2418936 2.4838545 2.1437852 12.0138708 6.9382352 -0.0185857 0.3963787 8.2403243 9.6371947 0.9813412 7.8822328 9.6898750 11.0824661 3.3032986 7.0652879 13.1883802 7.8721368 10.2367878 5.6155723 5.9586455 9.4173834 10.9514717 11.3942885 8.2790464 14.0963282 NA -0.0185857 14.1783009 10.6360018 NA 12.3797533 8.3182441 10.1037625 NA 11.1372382 7.8902588 11.0824661 6.3330408 2.7183287 10.4641737 8.9916607 NA 7.1412376 9.0872743 10.6564408 11.0400341 13.4874668 12.1537621 9.0864014 9.2698474 9.7334677 10.9626953 9.7898957 NA NA 10.0635148 9.3722513 8.3836671 10.1533766 11.3471415 7.8142556 13.3765429 -0.0185857 2.3032839 8.5423354 10.6634826 10.0877107 -0.0185857 6.9700507 5.8476136 11.5770895 10.5569051 7.6748525 11.8736746 11.2269186 5.1908203 12.1925444 10.3422129 -0.6036213 8.1301473 1.7183507 5.7887196 NA -1.6034021 10.6777538 7.7865722 10.2824809 7.8015448 8.9574431 2.9199693 9.6371947 8.1445960 1.9968949 11.9564973 10.7817265 9.2387537 9.5436082 9.6829611 9.4131003 10.1157921 11.2097837 12.7406299 10.2965153 11.6139067 12.8207606 3.3505963 0.3963787 8.4284490 9.5973019 13.6446889 -1.6034021 7.1490520 10.4881692 9.6467018 12.2159837 NA 11.0000297 10.4996911 2.7887275 NA NA 8.7801076 7.6155715 11.0305337 11.1020357 7.6179905 9.0348391 6.4076298 11.0899774 9.3708179 8.2403243 11.0062746 -0.0185857 5.8310310 9.2889461 NA 4.8226690 3.6818091 NA 5.7092851 NA 12.2187750 4.6631909 12.4685359 6.3964027 10.8110199 -0.0185857 1.3963787 11.1843059 10.4346365 11.4964086 11.8828613 11.1332280 10.3323050 8.3907567 10.9125466 5.7590493 8.9576912 9.3137755 11.0942397 9.1973032 -0.6036213 -0.0185857 9.9562584 7.5738229 9.2245398 10.3974595 9.2053676 7.7092865 8.8660453 13.4297833 NA 8.0670595 6.2318221 8.7983493 8.0348391 NA -0.6036213 NA 8.8268557 NA 10.3430099 8.4118186 9.1183569 9.8761836 10.7670907 8.9991023 8.7667528 9.6282244 1.3963787 11.8530144 1.3963787 2.5663281 9.9311925 9.3337773 7.0111132 2.0968353 8.5372332 11.8598000 10.2976473 10.6534965 11.0337075 9.9173067 4.7714419 10.4523636 4.0222613 6.7670906 8.7790272 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 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 5 1 NA 1 4 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 9.9660063 9.9133415 11.0039020 6.2539779 NA 10.0856433 6.0285183 -0.7001692 0.7098200 4.3110090 8.3318279 9.6078368 6.8562886 12.2446773 10.3082109 9.5683242 10.4959233 11.7344756 2.1577552 9.8741393 10.5653973 7.7976343 6.9418340 5.8075765 8.9345932 9.0500707 6.3872453 NA 9.8382137 9.9418339 2.4697037 3.8389417 8.4206681 9.2036642 NA 9.9851880 9.0450364 5.2126705 10.1972496 9.9577705 NA 9.6346141 2.9436401 9.8971365 10.6280365 8.5978447 -2.6999349 7.7785516 1.2066432 9.8257923 7.7228984 NA 10.3696650 0.6948356 9.2543420 7.8447466 -0.3783818 6.3414414 9.0753925 8.3033004 NA 5.3712452 9.0045505 0.2998308 9.4374138 9.0580055 8.8729562 4.1199620 11.5341342 11.2537059 10.8636935 13.5744516 11.1581519 8.6115306 9.7538245 1.0002164 16.3626058 NA 8.7134102 10.5392316 4.2884693 8.0054146 8.0504892 4.6217120 1.6989741 11.6292282 6.5725987 NA -0.3783818 2.3441752 9.6578840 2.5092398 8.3651982 8.4734594 10.7562650 6.7385747 6.3685606 14.2388678 8.1231494 9.3356123 8.9295943 8.0054146 10.5927509 7.5104532 11.1982892 8.3256140 11.5106057 NA 2.9144880 14.2617745 9.3096110 -1.7004037 13.5702053 7.7612620 9.7936378 1.9436213 8.6523775 7.9089612 11.1303965 7.5874948 4.6126651 8.3214564 9.7815817 NA 8.7070499 8.6726474 9.7820860 10.2905953 10.5260439 11.6647759 9.4684544 9.9472407 9.5903771 10.5925352 8.5472709 0.7592411 1.0002164 10.1145650 9.0183151 10.3928829 10.1705323 9.8783908 5.4083077 13.0984312 7.8514905 14.8309962 10.4450776 9.4122218 8.9557600 3.3872385 6.7509937 10.0462965 10.7498336 9.5240854 5.2186456 11.8307347 10.7561366 7.9633406 9.7599822 10.3874108 1.1071522 9.2731925 1.7591985 NA -2.6999349 NA 8.9029448 10.4180745 9.7107636 7.9932690 9.4632873 3.0002164 9.6780772 5.4646879 4.0140249 11.8304324 10.7232922 8.9467908 11.6156394 11.2181797 8.4999328 10.3747599 9.6875304 11.6308391 9.3796004 11.2417468 9.5969851 11.1572773 0.4696776 8.1546505 11.2296879 10.0056803 1.8847542 9.2266453 12.1022481 9.0311013 11.4116515 8.0990637 10.1810874 10.8930567 6.0941981 0.8847151 1.4697297 8.5483029 6.3604784 10.3320002 9.5533344 9.4737717 10.6504452 8.0629948 10.6466477 8.9708810 8.4951543 10.3912176 1.2066432 3.5285963 9.6805139 3.8389417 6.3951794 3.6217120 0.8847151 4.7176326 -1.7004037 11.1520192 6.5759068 5.9181668 9.0255659 5.2790069 -1.1152849 3.2770623 10.7943878 10.4131989 10.9075749 11.0060624 10.1701470 11.0579013 9.4434844 8.5357964 6.4996514 10.8592788 11.9452155 10.2295955 10.9043355 -1.7004037 -0.7001692 9.5648112 8.5863399 9.0378744 10.5395493 9.8043531 7.9704384 12.8265871 15.3153225 0.7592411 11.8683322 7.7282158 12.7086095 9.8519710 0.2998308 -0.7001692 -1.7004037 7.2842004 NA 11.0576931 7.7091734 8.7815817 9.9190851 11.8629785 7.5201606 8.9749938 2.3441752 -1.7004037 11.8173286 1.5476966 0.2998308 10.2706072 10.1165659 6.9291388 5.5189505 7.6047037 11.5028243 9.7200056 8.9915258 10.8987652 9.3915317 7.2983724 9.7712034 4.4082023 6.5189505 9.5866287 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 2392 kidney stage iii t3a nx m0 male 2006 NA no NA kidney clear cell renal carcinoma 40 1966 white not hispanic or latino 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 7 0 0 0 0 3.468028e-08 0 -1.0005771935 10.6690497150 8.9822723320 10.0084076118 8.5519477618 11.2056827526 10.2590220890 5.7878346663 NA 3.7653437888 6.2280971626 8.4607581241 9.9822724747 8.3007748958 12.0989553887 10.7928821066 7.6822734070 10.7520776070 11.5759993516 5.3568304767 9.4658651158 10.3754041872 8.9061693684 8.8525884956 7.1841543110 8.9461851853 13.3921999307 7.9091718559 -1.0005771935 10.1375506565 9.2835245692 2.9061786904 5.5384388353 8.1791880598 9.6485350091 1.8066540142 11.8502469747 8.9061693684 6.7608303697 10.6992850134 10.7156696476 NA 11.0740892678 5.4911315684 10.4901297501 10.3743182295 9.5208793046 0.5842890859 9.4432583255 4.3915958949 10.7520776070 8.6413303457 NA 10.4496858925 -0.2695122007 10.3155603435 8.1666968689 1.8066540142 8.7806385137 9.7432717540 8.2754033430 NA 6.2376841673 9.2388773595 8.5110315213 9.3710554432 10.7545837361 8.5842413487 6.4001587625 9.6056471128 10.7863651234 10.6042952444 13.9389498630 10.6272685756 8.9121681078 10.6204149519 -1.0005771935 16.2847442691 -0.0007215279 7.8971242307 9.7985604176 4.4255465836 7.1540970876 8.5842413487 7.9001458840 2.5842409728 10.9812028519 9.7922155415 9.2519443778 3.3916027683 3.3916027683 9.7658077121 -0.0007215279 8.7641503946 8.1490260998 10.1853930833 5.4086711064 6.1490255916 13.0215599378 7.0436725914 8.5306603227 8.2566667865 7.6681638110 11.6208728776 8.0999410740 10.6149084770 8.2519443778 11.7029661659 NA 9.6121473381 14.9621522493 9.8122583445 6.3656015611 10.9388580539 7.7904416865 9.9794184785 4.6717066443 7.7641503946 7.8194580732 11.9945160138 6.9181417094 4.8321710186 9.2001774450 8.8727228924 2.5842409728 8.9549288157 9.1540968344 9.6139886844 10.2238834552 8.0049035829 12.1711764848 9.5218602977 10.7263483707 10.1025666742 10.5922029548 9.2261845710 2.9061786904 -0.0007215279 10.2014026635 8.1717062309 10.7832101762 10.0504878211 9.6103036386 3.9061690677 13.9332921439 4.3568339972 9.3413535849 9.6404273406 9.9270567306 9.2340962626 4.5842409728 6.2472059855 12.0966526034 10.5060823067 9.9329694222 6.4504904087 11.5282236714 10.8021990342 9.0340778475 9.4012249161 11.4760250305 6.3121623352 9.4235815323 5.1692034735 3.9061690677 -0.0007215279 NA 9.8956111789 9.0202588278 9.5139928222 8.0840871257 9.7444573089 10.8673297120 8.6979836599 9.2531263117 6.5524093506 12.6271546484 9.6988513593 8.1311356900 10.9132901373 10.7941008110 9.2778559959 10.1071497134 9.3424645209 11.5950025393 9.5842413487 10.1136718525 9.4484275305 4.1285656131 2.3212065670 7.8447691506 11.0247645097 8.2961949084 10.2376835699 7.4015238100 11.0747579560 8.4668844299 10.6327281648 9.2637215417 10.3296355814 11.2157215449 9.1051872426 1.9992784721 0.9992784721 7.7936949886 6.4830950557 9.6918944099 9.8910624792 8.2519443778 10.6743537456 4.3915958949 10.8712918464 9.2835245692 8.9403265189 9.9650630454 1.5842409728 4.6139912619 8.9329694222 NA 6.6359038180 4.4255465836 0.9992784721 5.2846806909 -0.0007215279 10.0827581985 5.9061690677 6.8001790193 10.7489262568 7.9912826053 0.9992784721 5.2280990871 10.5968658377 10.3149945265 11.3797399162 11.2953346833 11.3064796230 10.1673240540 8.8290015244 8.5267558693 6.0308282236 10.9833412337 11.4102601102 9.7075006335 11.1372305591 0.5842890859 -1.0005771935 9.7314463220 8.1666968689 9.9829850211 10.5075688051 9.4086698328 7.1234003013 12.7040470790 12.1135092067 7.9270567306 10.4081392797 6.0464037485 11.6741331553 10.5710314949 NA NA -1.0005771935 7.5070731123 NA 10.1878862416 7.7508228661 8.9061693684 9.7993698645 11.5936034495 8.4318205814 9.1737550772 4.4911347760 -0.0007215279 10.3257082965 7.0707413712 2.9061786904 9.9099215775 9.0840871257 6.8447685230 10.6923301598 8.9865429108 11.0760944033 9.8619161397 8.8803928920 10.9314935934 9.7814580757 8.5861184477 10.5828317318 4.7310039799 7.7203783449 8.2892977802 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 6.07568237 9.05492307 11.01651951 2.53136898 1.53136898 8.47387578 11.11825089 NA 2.77420723 2.75375427 5.82904276 6.43825126 1.94639400 11.36741142 7.58302333 4.70128844 8.60460994 10.22716935 4.40582903 5.96876585 10.62851535 6.42213206 6.90059515 -0.05364343 8.31272098 6.72775848 NA NA 7.59744998 11.13930781 -0.05364343 NA 10.17881944 7.94639868 0.94643144 7.25017902 7.51625395 -0.05364343 12.66707037 6.95762561 NA 6.15585243 NA 8.79188861 8.34300356 3.11633148 NA 9.77612126 2.53136898 8.36846325 6.63289926 NA 10.89122778 NA 10.82827726 7.21318492 NA NA 6.23180102 7.41400442 NA 5.67431940 10.22716935 2.53136898 11.68364593 8.94357795 4.99079153 2.75375427 8.67448925 7.49329267 10.26945329 14.65488976 9.31926364 11.60013936 7.50864098 NA 14.58081261 NA 7.55372912 7.19432644 4.75375427 8.94075199 9.19432620 0.94643144 2.89873076 13.22223208 5.85952733 -0.05364343 NA -0.05364343 8.99896664 0.94643144 4.70128844 10.04179561 10.59655281 4.11632317 5.23180102 13.86377066 6.92367809 9.35154000 4.64683660 4.64683660 9.70557105 11.01046768 10.78560237 10.06274248 14.07132762 NA NA 15.61575427 8.99896664 NA 13.67431903 7.58302333 10.70545450 2.53136898 9.01786096 6.57575554 8.41807396 5.99079380 NA 8.66407496 9.19906398 0.94643144 4.59025469 7.12630800 10.06274248 11.81251836 10.83514183 11.78030067 6.86526188 8.74406016 8.30395057 10.73593226 9.27798730 5.03386345 1.53136898 10.58120962 10.62587867 10.77056182 8.62235571 8.96320677 -0.05364343 13.74375613 1.53136898 4.85328710 8.25473764 6.07568237 14.20503822 1.53136898 4.26832959 8.15096984 8.81367731 8.77612143 1.53136898 10.50959480 12.71953779 5.26832584 10.13745780 11.58120962 NA 9.47387558 NA 1.53136898 NA NA 9.77453506 7.67431870 7.54631109 8.04443073 7.95835261 0.94643144 8.66407496 9.50290458 -0.05364343 11.88266842 14.75877647 6.25017902 8.14607068 10.33118232 12.25701136 9.47582907 10.28624863 15.44686704 9.19195121 10.41196502 11.71871314 2.75375427 NA 7.23180102 10.21318516 12.33150602 -0.05364343 11.37838189 9.60817663 8.04443073 9.63814210 -0.05364343 9.79188861 10.19076238 3.85328710 NA NA 8.30395057 3.40582903 9.48943034 10.36425112 6.46996084 9.44425045 5.67431940 10.97045084 11.23699348 6.90059515 8.14607068 4.59025469 6.50098684 10.14852234 NA 7.48555724 5.61882302 NA 4.94639868 -0.05364343 12.16193157 3.64684236 10.43423863 6.63289926 9.06868290 NA -0.05364343 8.63289926 11.69919733 8.97153809 9.74891502 9.10374546 8.40583030 9.44425045 5.43825292 4.92642172 7.76017969 8.72775814 10.17881944 6.26832584 NA NA 8.61528350 4.40582903 11.40326634 10.51530472 8.71788819 8.68786554 7.63988548 14.00422112 0.94643144 10.66920610 8.27843505 10.34086132 7.66064416 NA NA NA 6.13622215 0.94643144 11.68660098 5.50098684 8.45419317 10.80360202 10.78481468 5.82904276 8.74406016 7.63289926 NA 12.20761202 0.94643144 1.53136898 12.94780676 10.08338970 4.80437887 2.94639400 9.63639660 10.89330487 7.39760961 6.43825126 11.09551056 7.38102721 4.75375427 7.61173453 1.94639400 4.33871678 9.03915567 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 1499 kidney stage i t1a n0 m0 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 5 0 0 0 0 3.468028e-08 0 NA 10.7254819 10.0805593 10.7267686 7.1726615 -1.4046873 8.9549826 8.6482767 NA 1.3001237 4.2676556 8.6693744 9.5881714 7.7037576 12.2537793 10.2127005 9.5133510 10.4422866 11.8310978 2.1801797 9.2053351 9.6640113 7.1030276 6.5782262 4.6175982 8.8192348 11.1474218 6.9918381 NA 9.7639052 9.8258540 2.2956643 3.4532147 9.1459798 9.2543370 -0.4046873 9.7967444 9.0990587 3.8046835 10.4964771 9.6099510 0.1801479 10.0740027 6.3896494 10.3993641 10.2241342 8.1401974 NA 8.0910884 1.5952172 9.7167667 7.5696475 NA 10.1328835 3.1681285 9.3860867 7.8360245 0.9171644 7.1914225 8.7437095 7.9702727 -1.4046873 6.0870851 9.6626944 1.5952172 8.9047096 10.7093007 8.0750132 4.7850588 10.8779480 13.0463798 10.8955857 13.5659232 10.5980481 9.0810624 10.2094829 0.5952172 16.4916778 NA 8.7089752 10.3863959 4.1498203 7.1801956 7.8666960 4.9171596 -0.8102071 11.3329030 7.6065163 -1.4046873 NA 6.2172850 9.6252104 2.5952411 7.9439612 8.7089752 10.6650185 6.3700195 6.6932653 14.3827531 7.5610175 9.0485038 8.7601401 7.5753728 10.3143523 8.4360111 10.7027771 8.9417469 12.0904636 NA 5.7449791 15.0952346 10.3103371 NA 12.7057980 7.8713576 9.4407232 0.1801479 10.0795525 8.0003747 11.1728979 7.8216452 2.2956643 8.5021237 9.0141399 0.1801479 9.1886242 9.1069858 9.9137759 9.4885347 10.1493422 11.8288648 8.8549765 10.4186003 9.6619950 9.7225827 8.1692210 1.7651528 -1.4046873 9.6272789 8.8502615 9.5633742 10.0003746 9.7645318 5.1343935 13.6037492 11.3278245 13.9062008 10.1305085 8.7475180 9.9544336 2.5952411 6.1030276 8.8537992 10.5817862 9.9423007 4.6613221 11.8891171 11.0479891 12.1706541 9.3025923 10.8820796 1.7651528 9.9755481 4.8806366 -1.4046873 -0.4046873 NA 8.0750132 10.9910350 8.7551046 8.1050080 9.6086185 6.2605696 9.1698266 5.4900502 5.6286570 12.1285628 10.7274115 8.5682130 11.4405271 11.5705437 9.2941114 10.9816345 9.8294518 12.2514345 9.1517391 11.0689389 8.3534565 11.5196745 1.7651528 7.1109332 10.9137759 10.6532316 2.5021269 8.6335485 11.3066850 8.2007128 11.0022352 7.7751421 9.6780474 10.9653756 5.7037569 0.1801479 0.9171644 7.8990137 5.9171620 10.0775369 9.1459798 9.2273194 11.1958430 7.9637394 10.8782809 9.4058048 8.0910884 9.5846275 1.5952172 4.2390925 8.4763469 8.4328609 7.6958957 2.9171644 2.6826857 3.5952291 -0.4046873 10.8852519 6.2099426 5.8240524 9.6409927 5.0571210 -1.4046873 3.6826969 10.7610822 10.2372848 11.3081899 11.4816918 11.0262082 11.3815027 9.9227857 8.3467770 6.9676194 10.5189319 11.1967718 10.2304977 11.0062143 0.1801479 NA 9.7738979 8.6162128 9.4328611 10.2538908 9.6252104 8.4839762 12.0894637 14.6065696 4.8431598 11.4993032 8.3152035 11.8866916 9.4422904 -1.4046873 0.1801479 3.8046835 7.3231539 NA 11.3193248 7.3400673 8.6826958 10.0157197 11.4023868 6.8852522 9.1153212 2.9171644 NA 10.3252786 0.1801479 4.2099446 10.1382649 9.3806855 6.5021237 4.0870894 8.4870168 11.4684849 8.9854019 8.6396272 10.6710464 9.4508803 10.0241166 9.7135254 4.3089287 7.2782273 7.8829456 10.5340776 1.0221000 1.0221000 0.0013868 0.0062481 0.0232860 0.0030522 0.0000000 -0.0038130 -0.0111980 -0.0111980 -0.0111980 -0.0019399 0.0026357 0.0026357 1.0237000 0.4990900 -0.5708100 -0.5708100 -0.5708100 -0.5708100 0.0013868 0.0062481 0.0000000 0.0000000 -0.1491300 -0.1491300 -0.0038130 -0.0034627 -0.5720000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.572 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.019 0.000 0.000 0.000 0.000 0.499 0.499 -0.571 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.149 -0.149 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.572 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.019 0.000 0.000 0.000 0.000 0.499 0.499 -0.571 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.149 -0.149 0.000 0.000 9.904141 12.217399 13.181486 10.101045 8.930624 10.632094 8.204412 2.054675 7.228228 2.917164 12.722824 8.583719 7.598048 10.749877 7.991795 9.132451 11.281515 6.930624 10.607159 7.306040 7.993977 8.878854 9.953142 8.680042 7.871358 11.011767 13.628226 9.5523352 10.9494825 NA 9.6965522 5.9615562 11.0064792 11.0314241 11.0032974 8.6314066 8.9582728 7.3928944 9.5392129 5.2390887 7.1227100 8.9713585 6.3025914 4.9875483 8.7398913 8.5126050 13.4676675 9.7264471 11.7125515 6.1281738 8.6437198 9.7676606 16.1203562 10.5973448 12.5688408 10.2044118 -1.4046873 11.1005484 11.6015591 12.1154834 9.0658919 8.5682130 8.5200454 10.9058458 8.8514417 11.5081150 0.9171644 4.5021205 13.5471998 12.9736634 9.0225459 7.2354782 10.0109749 NA 11.0188743 NA 13.0717894 11.4095772 10.9120803 10.2399907 9.6640113 4.6396258 6.5259702 9.3928946 8.3863958 6.6773828 12.5486820 3.1801956 14.7521457 11.9619651 8.1839480 9.1416645 11.6782137 5.0381772 -0.4046873 8.6879901 7.2282280 9.6484802 9.4352242 12.5911768 10.2140774 10.0104467 -0.4046873 9.1411627 9.2991366 8.7887585 11.1454989 9.2667741 3.1801956 9.5832077 3.8806366 8.5051264 8.7551046 5.0546662 10.9137759 10.8858280 NA 12.5679437 13.1392315 11.1794910 9.5846275 8.2354782 11.1548492 10.7338249 11.6796794 10.2719130 TCGA-AK-3451 48 0 NA 2868 kidney stage ii t2 n0 m0 male 2006 NA no NA kidney clear cell renal carcinoma 15 1991 white not hispanic or latino NA NA 1 NA 5 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.184858e-06 3.814831e-07 NA 9.5042797 9.1974848 9.7292054 6.7356995 NA 8.8794718 8.6376744 0.3519675 2.0918352 1.3519675 7.5759968 7.6512031 4.4812796 12.7455194 8.5393469 7.7824472 9.1168664 9.7876651 -0.6479195 8.3881684 9.6281192 7.4657370 7.5759968 5.7829484 8.4915461 12.4515070 7.4072771 NA 8.5017421 10.4473919 1.6739182 3.9369582 9.2782908 8.7803551 NA 10.0341116 8.4761159 6.8597894 10.9075426 9.0917755 NA 8.9685435 4.5614483 10.2701127 9.7292054 5.9519071 NA 8.9667047 4.2099758 9.5880090 7.7949383 NA 9.8882420 NA 10.3618234 6.8114261 NA 4.4394569 7.5808133 7.3406798 -0.6479195 7.2468128 10.3812821 5.2827326 10.0137729 10.4546267 7.2768074 4.4394569 8.1168664 9.5042797 10.3764419 14.1874038 11.0472231 10.8267148 8.7161294 2.5219302 16.1675032 NA 7.7990782 10.6517752 2.6739182 8.1593497 9.1398974 6.2708578 1.6739182 11.3909138 6.9707478 5.5614483 NA 2.6739182 9.1848848 -0.6479195 8.4099866 9.3264095 10.9630196 6.1201798 5.1848833 13.8956913 7.0454823 8.9161443 7.4552828 6.1201798 10.5234031 5.9813504 11.3148908 10.3378367 11.9523724 NA NA 15.6791088 10.3442251 NA 12.0202150 7.5614483 9.6339248 -0.6479195 8.4579033 7.3854181 9.1218326 8.0662405 3.6739182 7.4072771 9.4434301 NA 7.6784241 8.3406793 9.5118661 9.9537656 9.9840812 11.5684770 7.0799157 9.6292823 8.4018433 10.2215887 7.7466292 2.6739182 3.8755540 10.6052514 9.9303675 10.0928970 8.5219200 8.1943452 0.3519675 14.0642531 6.5219192 13.9374856 8.9758763 4.8755589 11.8473502 1.6739182 6.2346374 10.6912881 9.1864659 9.6129144 3.0524333 11.3655792 11.7534077 9.1135461 8.1817178 10.8662157 3.4394636 10.1140778 NA -0.6479195 NA NA 8.6962909 8.5759964 7.9294235 8.3799008 7.4258688 3.2588807 8.5244222 6.4605198 4.5219176 12.0454818 11.0790644 7.3743622 10.4500269 11.5099733 10.6996162 11.2091983 9.4500270 14.0582210 8.8853245 10.4618254 8.9275341 10.8093757 -0.6479195 7.0384954 10.7056930 7.2346383 0.3519675 10.0230582 11.2671273 7.3688033 10.2856855 7.9703803 9.1911987 10.5747897 6.4915469 0.9369677 NA 7.0730940 3.5219176 9.1464106 11.7392044 10.3646194 10.4133660 4.3963856 10.4484069 9.9397724 7.1593497 7.5269202 1.3519675 5.3963890 7.1657763 3.5219176 8.3463484 0.9369677 3.3519957 3.1593547 0.3519675 10.9877130 4.6739238 5.5017417 9.1705771 6.4746680 NA 3.7443118 9.8804489 10.3321344 9.6569164 9.9453859 9.8617698 9.8676947 9.7603246 5.3061893 6.5854223 10.8681873 9.1561258 10.1018642 9.8488486 NA NA 8.5927863 8.2827322 10.6597648 10.0900871 9.0332333 9.0662405 11.2952422 13.0404637 NA 10.8363142 8.3049399 13.7179071 9.3264095 1.9369677 0.3519675 NA 7.3743622 8.0314752 10.8388298 4.8438482 7.9849903 10.1561258 10.0454817 5.3292743 9.2422590 1.3519675 NA 11.4217802 3.7443118 3.4394636 11.6580565 8.8755568 5.3963890 2.8114299 7.0867042 11.3010920 7.6466156 4.7782612 11.0411192 8.7400121 7.1333549 7.8833764 NA 5.4180854 8.6420138 12.9968651 0.0019418 0.0019418 -0.0164650 0.0031910 0.5110700 0.0437860 0.0095883 -0.0085766 -0.0403200 -0.0208370 -0.0208370 -0.0162920 -0.0384420 0.0019418 0.0019418 -0.0063945 -0.5405700 -0.5405700 -0.5302200 -0.5302200 0.0013868 0.0031910 -0.0067813 0.0095883 0.0000000 0.0000000 -0.0085766 0.0030522 -0.5303200 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.528 0.000 0.000 0.000 0.492 0.492 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.528 0.000 0.000 0.000 0.492 0.492 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.6896168 12.8312698 13.1707767 10.4147156 7.3576197 9.9519077 3.9369582 2.8114299 8.6304444 -0.6479195 12.3348102 10.2996317 8.6896168 6.2161813 8.1656477 7.9027417 10.0235359 5.4812763 10.3112723 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 2531 kidney stage ii t2 nx m0 female 2006 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 3 7 2 1 NA NA 1 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.589254e-07 4.508437e-07 -0.579490650 9.177805451 10.671897937 10.157662854 5.821294386 -1.579490650 9.676624257 7.023894043 0.420401554 4.162693432 4.253308589 8.446938949 7.205050333 6.691878885 11.681482033 8.970200245 11.042696178 10.141087363 12.143436469 4.175301034 6.663589413 12.009481440 6.049772330 6.850868166 5.339279937 8.989321831 10.983611791 3.943977571 NA 11.204845903 10.821028211 6.687202095 2.742351209 9.392677408 8.876769856 NA 10.647730660 7.984564857 1.590338533 10.545506066 11.410874081 NA 8.168608443 4.120857857 9.734432230 9.828745335 5.751332493 NA 8.424636191 2.668346088 9.283052922 8.053410599 6.470917499 11.529294429 1.874600266 9.114773298 8.804119725 6.391958422 4.777966705 8.845631491 7.710434522 -1.579490650 4.896150731 9.841954412 5.148336246 9.444169887 9.992642121 6.290780094 6.850868166 8.951767864 11.451082655 9.212392298 14.031440335 9.323544135 9.238997699 7.336294994 -0.579490650 15.126034429 NA 8.648031433 9.515812569 4.760263535 7.470264341 8.559967050 2.668346088 3.637645021 10.862840731 9.021610754 0.005328121 NA 6.253304807 9.667749700 NA 7.766929031 10.064271758 11.978118568 4.253308589 6.303059220 14.030459915 7.042467054 9.017536971 8.324297578 2.742351209 10.427972017 11.041780626 10.963205617 9.971643131 13.669343751 -1.579490650 4.486502007 14.431184018 11.703938040 NA 11.508044118 8.126047755 10.656728745 5.733297391 8.528940072 8.433039972 10.792736457 7.327306523 1.590338533 9.893613853 10.282277854 NA 9.690710934 8.648031433 10.429894288 10.704661308 12.450910253 11.873098240 8.825557009 10.507878366 9.859727029 8.971162425 8.573143860 5.035126798 3.742340429 10.993115795 9.172796261 9.474341329 9.980748381 10.080411438 3.005382021 12.865624427 5.863358680 6.668343252 9.471624414 9.515153008 10.682804055 2.812724110 7.890057511 5.148336246 11.518283092 9.608386054 3.705823121 10.902792411 11.145994793 7.549698431 9.428844200 11.199314019 2.120849564 10.006448390 4.846678844 1.420401554 0.005328121 NA 9.290009398 10.894628473 9.688957494 6.967310426 10.502870680 5.327306523 8.939068745 6.221314506 3.175301034 10.790558002 12.109758387 9.203413834 11.873300220 10.686030612 9.391240367 9.873686182 10.037882949 13.344392912 9.154278136 9.963930818 11.205868009 11.060208399 8.698865073 8.193554929 10.768036904 13.460392246 0.420401554 10.080661127 11.322790636 8.359994600 10.471284516 0.420401554 10.308778257 10.588147283 6.459334889 0.005328121 NA 9.317504645 7.634734830 10.495560363 10.621926860 9.920261437 11.220304256 5.442784293 10.959036119 9.690710934 8.287694375 11.321848125 2.420428504 6.502564518 10.926723106 1.879862572 6.333305651 5.201774987 1.227741076 2.943977571 -1.579490650 11.144716230 1.742351209 8.771354768 7.518447800 5.715036722 NA 3.846683857 11.255676456 9.937100558 11.099015702 10.782633395 10.451427397 11.064947839 8.719623603 10.340362647 6.529200954 9.314475392 8.193554929 10.005378091 9.712737113 0.005328121 NA 10.845369142 7.817020090 9.037882949 10.305349169 9.690710934 10.112159021 9.444169887 10.808971010 1.879862572 11.346340810 5.039239309 8.875742902 9.738393437 -0.579490650 -1.579490650 NA 8.399125795 NA 11.253746457 8.655233030 8.611474877 8.764711393 11.510858795 9.393395392 8.901589182 7.318260796 2.420428504 11.900827081 5.049770152 -1.579490650 10.565392397 10.735281928 6.904231183 2.507870736 7.959574275 11.510693416 9.545829018 9.800335327 11.382407768 9.285375399 5.855042867 8.787830423 4.975006461 6.272165062 8.792192273 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.456572e-06 5.895648e-07 -0.7973629 10.6124931 9.6288366 10.5948893 7.2053866 4.4879751 9.6455154 6.1571751 NA 1.3152764 4.5601219 8.9732359 9.6625158 7.6843713 11.8976914 10.9240984 8.8355673 10.8126740 11.7794105 1.5245151 8.8034140 9.9309177 8.0713942 7.2953291 6.6537823 8.8652402 10.3815915 6.3110962 NA 10.0433498 10.1199440 2.7261337 5.1683572 8.7063976 9.5927409 0.5244649 10.2176385 10.1476499 6.8855670 10.4307894 10.0002334 -1.7973629 9.4089759 6.7339535 10.4265736 10.8995395 9.5786972 -0.7973629 7.6823521 0.2025118 9.2887081 8.1625736 -0.7973629 10.6111272 3.8018933 8.3080222 7.7397901 2.1094609 6.2414913 8.9116556 8.4576004 2.0099204 5.6537823 8.9262328 2.3725064 9.6382422 10.6053176 8.9125172 6.7417312 11.2209338 13.8820520 10.6742471 14.0811977 11.3666932 8.7250162 9.8732282 2.0099204 16.1629076 -1.7973629 8.6833621 10.3146855 5.0227495 7.6640511 7.8500305 6.5645154 2.1104301 11.5029245 7.1698268 8.9202483 1.3725064 2.5948829 9.6553280 2.5948829 8.0115359 7.7762192 10.2966495 6.1214361 7.1480159 13.8740024 7.9757110 9.0882683 9.2095991 7.3799917 10.6046433 6.9304925 12.4417229 8.2966497 11.2730283 NA 4.0354656 14.6325670 9.8099022 NA 11.9519176 7.8785292 9.7456037 1.9029997 7.8995394 7.8890725 10.8736707 7.7968962 3.4504987 9.4343930 9.5819504 NA 7.8536233 8.0195557 9.2706784 10.4037770 10.4963309 11.7253533 9.5862763 10.2956593 9.4971926 10.1347867 9.1060169 0.5244649 0.5244649 10.0330871 9.2767135 9.5992302 10.2520802 9.5765246 5.2137983 13.8369009 10.3478673 12.1148063 9.8811721 9.2906976 8.8024847 2.9574503 6.3215133 9.8647953 10.8947515 9.1769864 6.6701775 11.8397639 10.8734494 8.6486215 10.2466245 10.7177790 1.7875160 9.0762544 4.8464281 1.2025744 -1.7973629 NA 8.6954267 10.6545557 9.1784199 8.1538565 9.2732296 9.3337857 8.9236713 6.2193796 5.2766046 12.4052314 10.2025719 9.3350716 11.2832229 11.3532712 9.0136736 10.0775533 10.2713502 11.6460335 8.3395632 11.0648218 9.3979441 10.3140337 3.2900410 7.9253794 11.6047846 11.2901209 2.5244900 8.7178676 11.7373611 9.1303500 11.3469115 7.3948648 9.9872067 11.0237480 6.3624436 -0.2124004 -0.2124004 8.5862761 7.1004174 10.3815479 9.4457459 8.8572078 10.7912866 8.9279382 10.5584295 8.8820521 7.3497766 9.8342037 1.2025744 4.4879751 10.2663040 2.4505119 7.1741157 4.0099294 2.7103711 4.3523207 0.5244649 11.1333093 7.1333097 6.2081973 9.6372001 6.2842957 -0.7973629 4.2900336 10.6332858 10.0882683 11.1098382 11.6073144 11.3260467 11.0439397 9.2242460 9.0361896 6.2763924 10.5040682 12.1254350 10.1794940 10.8774262 -1.7973629 -0.7973629 9.7465704 9.5997117 9.2414908 10.6280501 9.6230586 8.8182016 13.5215383 14.6685209 3.5601280 10.9939383 7.8130244 11.1742951 9.4676009 2.5244900 1.3725064 0.2025118 7.3266928 NA 11.1616809 8.7407610 9.7153124 9.5351680 11.6224005 8.2455993 8.6309322 2.5244900 -0.7973629 11.3497768 2.7261337 4.0852122 9.5672538 9.9495060 7.1392096 4.1798534 7.4409763 11.1862781 9.4722831 9.4540543 11.4503511 9.7258741 9.0605530 10.3166396 5.0857051 7.4022447 9.3143596 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 female 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 0 0 0 6 0 0 0 0 1.560613e-06 3.468028e-07 -0.1070262 10.3260455 9.8993078 9.9577246 7.4047346 2.2149019 9.6226024 7.3585888 NA 1.9373821 4.7998748 8.5058501 8.5021603 8.0753759 12.1213495 9.4116349 10.8943900 11.0610271 11.2488834 4.3848373 9.5241587 10.0312536 8.6293836 8.1289960 7.0038563 8.8845036 12.6566091 6.5150343 NA 9.9097901 9.9028104 2.8929738 5.0427275 8.8310912 9.2494337 1.2149330 10.1667773 9.0666589 7.4779444 10.5882101 9.9577246 -1.1068708 7.5899492 11.7410178 9.8103538 10.2461286 8.1193940 9.0054213 8.5547600 2.2149019 10.0654093 7.8673961 NA 10.1597098 2.4779363 8.6759800 7.8731211 0.8929738 6.1691052 8.8058712 7.8354965 1.7003509 5.6743420 9.4185026 1.4779363 9.6792514 10.9407873 7.9883785 4.1783800 10.5991194 9.9631027 9.7345460 13.6695176 11.5480652 9.7602605 8.9671233 0.8929738 15.8036011 NA 8.3747813 11.1376429 4.9804458 7.8442664 8.6055088 4.3848373 1.7003509 11.4762996 8.8222400 11.4509240 NA 5.4628376 9.4116349 0.4779881 7.8901615 8.7290320 10.9900262 5.3192458 6.7384720 13.3995373 8.1121502 9.0490649 8.6344488 7.7847657 11.5007675 6.0828069 10.5737808 9.2024581 11.5629740 NA 0.4779881 13.7077144 9.7416047 0.8929738 12.3506191 8.1048702 9.5565398 7.0629064 8.1621083 7.7227044 10.5816692 7.5968852 3.2852986 8.4418038 9.2745247 NA 8.7306097 8.3171480 9.4863729 10.3276100 10.6776166 11.5645560 8.6003408 9.8702616 9.1085148 9.9724665 8.5217916 0.4779881 1.4779363 10.1242029 9.6611662 10.0993857 9.9988902 9.5177772 3.9804458 14.0454251 9.8695459 13.9641508 8.8573226 8.6327622 9.6183481 3.6478671 6.6344481 9.5977500 10.2160365 9.5768537 5.8929811 10.9643469 10.9979081 7.8177940 9.8823762 10.6445258 2.2149019 9.3494593 3.6478671 7.7099654 -0.1070262 NA 9.1667774 10.7175428 8.8043737 8.3066095 7.6753573 5.1597664 9.5485125 9.0963299 4.1409095 11.7153534 11.1699785 8.1921897 10.9499581 10.9250275 9.6556130 10.0382770 9.2328317 11.8418964 9.2874444 11.3068741 9.6512049 11.2092633 5.9264051 6.8816658 10.5237039 11.3825287 1.2149330 9.3629084 11.3408398 8.3727619 10.5109083 7.0478001 9.5680566 10.7683471 5.0015050 -1.1068708 -1.1068708 7.5076916 5.7998722 9.9035098 9.8340293 9.6914536 10.5291532 5.7509628 11.0189892 9.5715818 7.2981231 9.5323224 -1.1068708 4.9590700 8.6411746 2.4779363 5.5368393 0.8929738 1.4779363 4.8702611 -1.1068708 11.0512758 5.1409095 7.2283723 9.0553730 6.0119227 NA 4.2852986 10.3843338 10.4091742 11.0047695 10.9661192 10.7817250 10.6495380 10.5825430 8.4494879 6.7316815 10.1133601 10.1091213 10.6804763 11.1556639 0.4779881 -1.1068708 9.5960201 9.1841523 9.6226024 10.0541136 9.4694660 8.3129419 11.6493296 14.1983310 -1.1068708 10.1789618 7.9183153 12.3011788 9.6327624 -1.1068708 0.8929738 2.2149019 7.4398766 NA 11.7847673 7.3192467 9.3118884 9.7486289 10.6747512 8.2058646 9.0766171 3.2149174 NA 11.4216800 2.0629161 2.4779363 10.5899493 9.8544315 6.5654068 2.4779363 7.8207598 10.9801131 8.8442664 8.5968852 10.6072273 9.8092493 6.0629074 9.4798215 4.8529826 7.3646573 9.5395404 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino 3 3 2 NA 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.363676e-07 4.855239e-07 2.30544528 10.35091841 10.48484333 10.36396476 7.89938291 4.30543069 9.44804938 10.67819676 NA NA 4.02789715 8.65592886 6.57596122 5.45923815 11.99175722 9.62193959 10.90683116 10.52363174 11.78723120 1.98349529 8.32557845 10.68307611 8.02242275 8.22429501 5.21232420 9.08021874 11.07336129 3.30543069 0.56842131 9.04689863 10.13388559 3.79085543 4.47535731 8.75168799 9.17085569 1.30544528 10.93405954 8.22429501 5.68394343 10.77018170 11.54024919 -0.01654119 8.45720931 5.90236788 9.64795105 9.61740704 8.03607193 NA 8.03878623 3.23143241 9.94422962 8.09202821 2.68394343 11.16570559 3.44686495 9.55978967 7.94350587 -0.01654119 6.57596122 9.26079113 8.34325324 3.50707153 7.62012816 9.80527762 2.56846996 9.57128127 9.44600597 9.00170374 5.21232420 10.08871816 10.68827191 10.29525202 13.84342665 11.22608237 8.68007148 6.69774880 3.89039805 15.35973084 1.30544528 8.99053089 10.66034226 4.07096457 7.48732958 7.03335252 4.91423921 1.30544528 11.25729926 6.59931779 3.07097316 1.79085543 8.35854308 9.35528039 NA 9.46631164 8.54955790 9.84536601 3.23143241 6.81639363 13.79988738 7.99193220 9.46933290 5.73839225 9.12305493 9.99260445 9.40556846 11.68264229 8.09984747 11.70460287 NA 8.87680515 14.62292918 10.94567668 -0.01654119 12.66792358 7.56470435 9.87832149 7.71482248 8.23143097 7.93187094 10.63813974 8.08416581 2.30544528 9.00448370 9.77385213 -1.01654119 9.46328404 8.53809268 10.43162003 10.34927935 10.91866873 12.18807636 9.26311424 10.54955771 9.65592904 10.30824675 8.58927961 0.98353178 3.93770220 9.98491185 8.81005230 10.09333437 10.14778214 10.97785710 2.30544528 13.51853600 10.09854733 13.10017254 9.32779962 10.20267214 9.62012835 4.11278352 6.22190801 6.61285965 11.52047936 10.85810085 5.99473132 11.95855808 10.36558724 9.82899375 9.41500122 10.32724465 1.56846996 9.57980524 5.52266156 5.52266156 -1.01654119 NA 8.79246789 10.26543373 10.29752034 7.26890593 10.01641720 4.59821631 8.86767411 3.44293023 5.43916100 11.95414886 10.27524991 9.34873258 12.07543486 10.18685174 8.71848424 9.66298376 9.67087945 12.13721403 9.25146087 10.92675105 12.47397854 10.76609247 3.73838955 7.89339680 11.86920004 5.06841716 -1.01654119 8.76561729 11.01348103 8.84923682 11.27697534 7.40976853 10.60326516 10.60555554 5.42644592 -1.01654119 -0.01654119 8.16341269 6.68394343 10.70160840 10.33995564 10.10114683 10.58434575 1.98349529 10.60802957 9.06298837 8.36504683 10.63679661 3.62736170 4.81639491 9.19173807 8.85232632 3.98350441 1.98349529 1.56846996 2.30544528 NA 11.37877002 1.98349529 4.44293686 8.68737253 5.37582140 NA 2.89038832 11.43316822 10.32391021 11.08777482 11.12879899 10.71439837 11.67590126 9.60463977 9.85386843 6.21434049 10.41604559 8.93624482 10.35201009 11.56799647 5.67000468 -1.01654119 9.98842637 9.03742945 9.10633157 10.89564450 9.34105575 8.81481091 13.84817155 12.49290758 -0.01654119 10.70673800 4.86443380 12.77639563 9.22905648 -0.01654119 1.79085543 1.79085543 7.86614700 2.15341624 9.52169269 8.78924769 9.42644718 9.45822368 11.43934461 9.03335224 8.89829241 -0.01654119 NA 11.38331565 2.68394343 2.56846996 10.20146135 10.07560015 7.43471495 3.68394343 8.02516282 11.54979559 10.38811310 9.83681317 10.25263031 9.62555543 4.44293686 9.92528486 4.67476005 6.67699089 9.11407416 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 0 0 0 0 0 0 0 6 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 7.629662e-07 1.734014e-07 -0.7285743 10.8115544 9.2979498 9.3171860 7.8750526 7.2657801 9.4808798 8.7109665 NA 2.6034068 5.0787806 7.6850543 8.7246970 8.4058528 11.8683150 9.8037822 10.4851382 10.8615455 11.0321463 4.2714257 8.0819978 9.9657843 7.6245732 7.5706345 6.4211728 8.9959404 12.7629037 6.8412825 NA 9.1798190 10.4444789 2.7308573 5.4007087 9.2854468 9.2854468 1.5933538 9.8412821 8.8105851 10.5729226 11.5600041 8.6723058 NA 10.0682771 1.2714257 10.2854468 9.8563890 7.3212751 NA 10.0103631 2.0787806 9.5252739 8.1200491 NA 10.2856073 1.5933538 9.0010473 8.2051168 0.2714257 6.2139402 7.8336687 7.6594437 1.2714257 7.0061364 8.3615390 1.2714257 10.5814711 10.9933800 8.1813193 5.4007087 9.2728346 8.5074407 9.7959680 14.7496272 10.4525787 10.4948248 9.6818777 -0.7285743 15.9160291 0.8563882 8.9170847 11.8955364 5.3375149 8.7652818 9.7185096 6.1783163 1.9938917 11.0086737 8.8318165 NA 1.2714257 -0.7285743 9.3720887 0.2714257 7.6421138 8.9614242 11.1259052 5.4413507 6.3158198 13.0223427 7.2657801 8.0128932 7.7910626 7.6333702 10.9814407 8.0429157 9.9544210 10.0715173 11.7915540 0.2714257 3.4413507 16.1758493 9.1858116 NA 12.0957885 8.4160848 10.5539358 1.5933538 8.9367622 7.7185096 8.9314222 8.1722930 4.2714257 8.6223656 9.7308580 2.5933538 9.4375894 7.8713391 8.3720889 10.7752522 9.9899593 11.4959919 8.8298470 10.0486817 8.7081379 10.1106302 9.5068423 4.1294067 2.9718654 10.9134781 10.0437409 10.1294385 9.4747745 8.8620133 4.9438510 14.5289984 7.0787817 12.7210909 9.7164412 6.7308587 10.3910160 2.7308573 5.9856712 10.3522440 9.7871262 9.3615388 3.6637431 11.3011312 11.3375156 7.5706345 8.2798552 10.9487056 3.6637431 9.5428895 5.1783163 2.8563882 -0.7285743 1.2714257 8.2572686 9.7420852 7.8488551 9.1932674 9.0916054 6.0787806 10.0609600 7.3851687 3.5744770 12.5766332 10.6632070 7.8183208 11.1145623 10.4698714 10.7408036 10.4741624 9.2458410 12.8925625 8.4759976 10.9579269 9.9535432 8.5637481 -0.7285743 7.8260152 11.3545733 9.0824157 3.1783163 10.7646914 11.1086601 8.7532258 9.7662819 8.6377486 9.5545148 10.3884201 6.5193532 -0.7285743 0.8563882 7.8563888 4.3588885 9.7910626 10.7471599 10.0682771 9.8787568 4.6289777 10.9134329 10.0876100 8.1169162 9.1873058 1.2714257 6.6637445 8.8879751 2.2714257 5.1540687 2.4413507 6.8713398 4.9152819 1.8563882 10.2400932 6.3482413 6.1417904 9.5317815 7.5250846 NA 5.8563882 9.1043165 10.5187605 11.0358833 10.1977224 10.5399684 10.6240216 7.6976911 6.9925260 6.1322643 10.3949012 8.7851539 10.7552422 9.9718661 -0.7285743 NA 9.0044418 11.1394772 9.8888939 10.3582261 9.1090544 7.7431016 12.1711609 13.1367730 -0.7285743 11.1854377 8.0316141 12.1818817 9.4808798 0.8563882 -0.7285743 4.7632788 7.4160848 NA 11.1969809 6.2714257 9.6475518 10.8322369 9.7257257 8.0723261 9.1571228 5.1540687 1.2714257 11.3495772 3.3588885 3.7949876 10.9609877 8.9925257 6.3799501 4.3588885 7.8067017 10.4978386 8.7910626 8.1571226 10.8540388 10.0296496 8.0560611 10.3442289 4.6976904 7.0787817 8.7871262 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 2508 kidney stage i t1a nx m0 male 2007 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.768694e-06 5.548845e-07 NA 10.1384637 8.9921277 10.3365038 8.3710408 8.1856426 9.7325696 6.8251585 -0.7029847 1.5837598 4.8514892 7.9042294 10.1841200 8.6566490 11.7057597 10.6041001 10.2912528 10.9416569 11.6450742 4.2037885 9.3206537 10.0349915 7.7604239 7.9443577 6.4567700 9.0162882 11.3028747 6.6456282 -0.7029847 10.0675632 9.7726328 1.2968979 5.3192675 8.9657843 9.4542462 0.2968979 10.4479158 10.1026432 8.0517870 10.3876734 10.7247359 NA 9.3206537 8.3575951 10.5989670 10.9348826 8.5961074 NA 7.7563308 2.7563402 9.7367302 8.2884213 1.2968979 10.4312679 1.2968979 8.1781355 8.1703432 1.6188494 5.6544527 9.3508252 7.9335237 -0.7029847 7.2335372 8.0248200 2.4668359 9.8543630 10.5370943 11.6086476 5.5823001 12.5493844 11.6662240 11.0835773 14.2624131 10.8620014 9.0366800 10.7872488 -0.7029847 15.5788836 1.6188494 8.6999114 10.9294402 4.9693255 7.6632215 8.5233114 6.2037904 1.6188494 11.2784666 7.0251595 10.0077057 -0.7029847 1.8818604 9.4093387 3.3843676 8.0782592 8.0815340 10.5706949 6.3843624 6.9116089 12.9394023 7.7685747 8.9060779 9.8056844 6.9262557 9.7933338 7.7273521 10.7367302 8.6233288 11.0033954 0.2968979 3.6188260 15.1674085 9.0716863 -0.7029847 11.6060914 8.1734163 10.1082741 6.3303218 7.2912527 7.5305187 10.4848699 7.9622349 4.1548829 9.1564340 9.3385583 -0.7029847 8.6052384 8.4441042 9.3234228 10.9056162 10.2597953 11.5395673 9.8428291 10.6741098 9.3412933 10.3955894 9.1588856 2.8818604 NA 10.0757977 9.0077057 9.7889928 10.2416114 9.6967113 4.9973376 14.1665895 5.5063512 12.2806055 10.0888761 8.9956041 8.0248200 2.9973466 6.2741796 10.7460479 10.5436399 9.5412631 6.8282812 11.4395201 10.8130917 8.4867240 9.9079242 10.8428290 2.4668359 8.6911049 5.7398427 0.2968979 NA NA 8.9407555 10.3777168 9.4830136 8.1517675 9.9857527 6.5730230 9.4402824 9.5495646 5.5063512 12.0681824 10.4592906 8.5136451 11.2467260 11.0290667 9.0265201 10.1122826 9.5483817 11.6384181 8.9060779 10.6843782 9.5460128 8.7084104 NA 8.7147517 11.6336848 11.6398407 5.1042528 8.5549000 11.4796040 8.9551108 11.0994157 9.0567875 10.0961809 11.1066674 6.2157621 1.2968979 -0.7029847 9.1106806 6.3949308 10.3316983 9.8175181 8.8399313 10.9895148 7.1917166 10.6656513 9.1154815 7.1610855 10.0576192 0.8818995 3.9407587 9.2022862 -0.7029847 8.2335372 3.2037963 1.2968979 4.3412955 -0.7029847 10.6615812 6.6892167 6.0650833 9.5840115 6.4073035 -0.7029847 4.9973376 10.4749417 10.4580312 11.3528595 10.7962469 11.2947844 10.4086870 8.1886828 8.5551121 6.0477739 10.6951086 10.8944864 10.2202268 11.0286426 NA NA 9.6029610 9.6784422 9.0467688 10.4269550 9.4755642 6.4466466 12.3123144 14.9490160 1.6188494 11.5353041 8.5743960 11.2652061 9.5051337 NA 0.8818995 NA 7.2684428 NA 10.0799221 7.4817744 9.6588431 10.1556574 11.6202356 8.5209011 8.9253996 2.9973466 1.6188494 10.9666702 1.6188494 NA 9.7105272 9.6120489 7.1106806 5.9551105 7.8781000 10.9873339 9.5995382 9.2713138 10.6843782 9.8255879 7.5915201 10.3797137 4.9693255 7.1672636 9.2157626 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 2217 kidney stage i t1a nx m0 male 2007 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 1.352531e-06 4.508437e-07 NA 10.79297310 9.01660329 11.03737138 7.20722229 4.34687181 10.32033270 8.69528224 -1.04543143 2.31211331 4.86144924 8.06569293 10.58209088 8.22368367 11.83279957 11.12134779 9.73509683 11.09921524 12.13493243 4.23995552 9.60919315 10.31814429 8.31869148 7.52441242 7.02064665 8.91455884 11.23597131 6.75545645 -1.04543143 10.55167847 10.31155908 4.34687181 5.32959724 8.69602408 9.73591678 0.95456857 10.59072851 9.89045870 8.38709884 10.03404180 10.26687273 0.53953107 9.41296354 6.94891033 10.01795210 11.04698386 10.51249930 NA 8.20958544 -0.04543143 9.80239746 7.98246316 2.53953107 10.41924065 2.41137201 8.24979801 8.27196952 2.12449357 6.58391316 9.61900430 8.56558194 NA 6.64804402 8.77473600 -0.04543143 9.17009005 10.50241554 9.56650391 6.42216234 11.38980275 12.36818496 11.21635816 13.95376432 11.37924823 8.50295509 10.67992331 2.27649667 15.81364284 -1.04543143 8.64630057 10.90036661 5.50914475 7.80942538 7.84634099 7.26744029 3.04963077 11.26175786 7.74786804 -1.04543143 -0.04543143 3.90875528 9.70526398 3.27648178 8.45639426 7.84634099 10.27535760 6.97692493 6.86144800 13.10533564 7.79376066 8.99484670 9.69349375 6.61276826 10.91076983 8.18577836 10.95983071 8.28547389 10.53669900 NA 4.44640843 14.80594008 9.41193801 -0.04543143 11.54373999 8.53387283 9.77951582 1.53953107 8.78110558 7.71610814 10.99381883 7.17372510 4.12448530 9.22485232 9.02467788 1.95456857 8.27196952 8.34901976 10.02869843 10.12760955 10.30051661 11.47728076 10.45190993 10.65239337 9.57569315 10.45738888 9.27382263 2.95454996 3.34687181 9.77393783 9.32415444 9.78744699 10.47762886 10.22951751 3.53951866 13.71278025 6.74245900 11.80141854 10.01862611 9.45639426 8.47222658 3.90875528 6.20248433 10.84215844 11.16401037 9.78902804 6.70944504 12.06433546 10.70735577 6.96018153 10.72975575 10.56788612 3.65499684 8.62964950 6.46235176 2.41400019 NA -0.04543143 9.55260954 9.89045870 9.86519970 8.17130292 9.70853421 6.38918475 8.95877744 6.73591610 5.62698224 12.72635597 9.42724788 9.38291729 11.56627347 11.00270329 8.83505875 9.89045870 9.87043639 11.29885291 8.80474379 10.55121270 9.31650080 9.41808135 2.65498538 8.08641385 11.96070775 11.17990909 3.20248041 8.85979349 11.40370566 9.52156236 11.44716135 7.60919278 10.09410844 11.37898580 6.95455694 -0.04543143 3.70944504 8.87342012 7.41808113 10.47958840 9.63491648 8.97553705 10.70693765 8.99621614 10.80380186 9.23532785 7.64105753 10.50914584 2.53953107 3.65499684 10.61989294 3.47811758 7.22134351 3.81253930 2.95454996 4.56926626 2.27649667 10.64891496 7.59118197 6.71610883 9.96767730 7.43748577 NA 6.19296148 10.90109783 10.30494379 11.37556986 11.29579786 11.49226080 10.91455899 7.57660905 8.87614517 5.63530457 10.78665590 11.70128129 10.29829792 11.28463356 0.53953107 NA 10.07090100 10.54841495 9.06438764 10.64978528 10.09346880 7.31650058 13.72351668 15.30981761 4.04202265 11.68841975 8.16865758 11.62277724 9.64193270 -1.04543143 NA 0.53953107 7.16887566 NA 9.68341294 8.66364100 9.69180440 10.17674812 12.16263893 8.21665178 8.69902095 5.16400986 -0.04543143 11.37135455 -1.04543143 3.34687181 9.50626533 9.71942870 7.60919278 5.16400986 7.60560841 11.38396376 9.66105301 9.58846036 10.63007305 9.93612437 8.14931374 10.93326752 5.49371457 7.35116187 9.26970668 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 female 2008 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino 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 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 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.976465e-07 2.42762e-07 NA 9.8319627 10.6944928 12.0181255 5.7458477 -0.2314134 9.2279992 9.5140402 -1.2314134 -1.0174171 4.4124225 7.3459968 8.7769962 7.5532023 11.1299631 9.7615059 8.0972426 9.5718916 12.1486228 3.3535350 7.7937073 11.4394451 6.0631880 8.9596267 6.2443010 9.6054069 10.8122785 2.6754546 -1.2314134 9.8081722 10.8088573 4.2280029 4.5761774 9.1555079 9.4629255 5.7572527 8.6450845 8.7867679 2.3535209 10.9039562 9.0734893 NA 8.4033785 5.0164963 9.6777107 9.5967041 8.0654840 -1.2314134 9.9029940 1.5759416 9.6156249 7.7081465 -1.2314134 11.3990441 0.6364506 8.6149200 8.8600031 1.5759416 4.6265501 9.2803203 8.4321255 1.7685866 4.1608879 9.4845295 3.0164963 9.9151363 9.9713036 7.7881584 4.3535280 10.6085193 11.5955133 10.0406141 13.3174497 10.7544095 8.8560305 8.5284557 1.0905147 13.9956946 -1.2314134 7.8639645 8.2584158 4.7227666 8.4462873 7.5301191 6.6327539 4.3173113 12.3379486 6.7902142 1.0905147 2.9384928 5.6265472 10.2538938 1.0905147 9.0814504 9.9883412 10.0791803 6.4267797 6.7909349 14.2154570 7.8238500 10.2115110 8.2422733 5.2115107 10.1162665 11.4225323 12.0917631 7.7741921 13.6084111 NA 3.9384928 13.6114581 10.0039835 -0.2314134 11.0620393 8.9195841 11.1365283 0.3535491 6.9731383 7.0306627 11.4236510 6.8613252 4.5234553 9.7957825 9.1747727 4.0164963 6.9484770 9.1630302 11.4110706 10.4841007 12.1849693 11.8597484 10.0712065 9.9017098 9.8177355 10.3279446 10.0433184 5.6389311 2.6754546 9.4828132 10.1028409 9.2013810 10.7081468 10.5815471 8.2704047 13.5993799 7.7110819 9.5083482 9.1172958 10.4060982 10.8952721 4.1608879 6.6754589 9.0247762 11.1971895 10.4405509 7.3497678 11.4421549 11.4088125 6.7797942 13.4854406 10.7843311 3.4690133 8.6593031 4.6014588 6.4550674 1.0905147 NA 11.0458550 8.7572523 10.0734893 6.9828864 9.4253231 5.1436057 8.2279990 6.2115107 4.3231539 10.9697726 12.6175817 9.2402428 10.7731392 10.0854148 10.2305585 9.7271203 11.2601702 12.2329857 9.2921295 10.3115994 11.7519175 4.8770915 5.5887476 10.2453138 10.5062375 10.2322912 -0.2314134 7.9789226 9.8907485 9.1184018 11.3745101 5.9384928 11.3403202 10.2000652 5.0353556 NA -1.2314134 9.6273258 6.9434936 10.3106321 9.9144998 7.8665996 9.6656568 4.6265501 10.2623079 8.9195841 7.6844471 11.2044982 5.4124225 4.6014588 10.8868598 6.9731383 7.3459968 5.4828128 2.0904809 11.8972918 1.0905147 12.1544300 4.3535280 6.7169347 8.3422147 11.9964708 NA 4.2604171 11.0868279 10.7727881 11.2840211 11.3016539 12.2165548 10.1033995 7.4051925 9.7027375 5.6748561 9.8068008 9.6132734 9.9700790 10.2115110 1.9384740 -0.2314134 10.7426236 7.2999489 9.7198524 10.7300173 9.5974975 8.4142260 11.9486321 14.8594450 0.7685866 9.7607978 7.9911936 9.8991382 9.4871004 NA -1.2314134 NA 7.7169347 1.7685866 11.4310135 8.7357939 9.6926378 10.7685676 11.4478277 9.5167604 9.0685195 3.6265443 0.3535491 11.3528255 2.8560296 4.4124225 9.5482869 10.7158392 7.5032772 5.5367523 9.2634232 10.9886436 10.0562799 10.8190965 12.0068230 8.9774602 8.0353539 10.3586868 4.6948022 7.6234360 9.0620391 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 male 2009 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 8.323268e-07 2.42762e-07 0.96790637 8.56408888 9.79047003 10.55520791 5.13782318 NA 9.59634464 9.81847673 -1.03209363 7.76133980 4.55286272 7.43550442 7.67870576 6.83826352 11.54320204 8.56035615 7.19671818 8.86876608 11.49659746 2.96790637 8.25098762 11.57453572 10.23994574 7.09202028 4.99026511 9.20988221 15.94886430 NA NA 9.06593119 10.29095388 1.55286887 4.82588228 9.11128228 9.10872882 NA 9.78648136 7.81024964 3.72278295 11.18827746 11.12429828 NA 6.89271159 16.14872130 10.12777049 8.78007646 10.52344689 12.60078078 8.85511982 1.77526129 9.80237015 7.07118667 0.55286887 12.55306710 -0.03209363 10.64675454 7.86271670 3.72278295 -0.03209363 9.45272206 7.85664215 -0.03209363 4.99026511 11.25964541 2.55286887 10.15648801 10.94159655 8.56222372 4.32545118 10.55535326 10.97632776 10.53822929 14.25322913 11.42758690 9.77203013 10.59497703 1.55286887 14.34690516 1.28983447 7.86271670 9.36450393 5.03398675 7.49928065 8.07642388 5.70936508 2.93506366 12.53537995 6.60387110 16.07284593 1.55286887 4.01229155 9.50899586 0.96790637 8.26939555 10.93404406 10.02046720 5.30774909 6.39416426 13.42957043 7.74597611 9.23468573 7.17735276 4.09718096 10.96084101 9.38575177 11.76170563 9.20271670 13.54059938 -1.03209363 2.77526129 13.20211784 9.57707793 -1.03209363 12.51708218 7.61895072 9.65877024 3.72278295 7.97071391 9.47965175 10.09137390 6.29881592 6.11764726 9.09589357 9.42630585 1.96790637 9.47073106 10.11828107 10.85016011 11.38785933 10.21582673 11.81514445 8.58995108 9.84288049 9.86044205 10.03936147 9.05660791 5.88676229 1.77526129 9.94589457 9.34944202 9.18100338 9.87102781 10.98714241 3.36020974 14.02479085 2.13783137 9.21938152 9.31883832 9.26825168 10.98887907 2.77526129 5.83826352 8.02318160 10.29713489 10.04204058 5.05536053 11.39776612 11.50560292 7.49146111 10.83556403 11.54320204 1.28983447 10.37782035 2.42733799 9.64825870 -0.03209363 -1.03209363 9.19671793 8.22764241 9.48949958 7.87178082 7.99251240 2.55286887 7.20630427 7.88676229 3.05536921 11.20151882 13.61928726 9.21107305 9.38575177 10.73359966 10.33542854 9.96507863 10.49439841 13.70414252 9.43754091 9.76231509 11.08066446 7.06593092 7.76879899 8.09975597 11.15432295 12.76024311 -1.03209363 11.50509087 10.22646518 8.08164108 10.50171560 3.05536921 10.41343140 11.10840945 5.05536053 NA -1.03209363 8.49732974 7.41910990 9.39835165 9.66312737 9.24750983 9.97071420 5.65439830 11.38736696 9.82510268 7.81964839 10.62967727 2.96790637 6.56035576 9.51189751 2.66834609 6.03398896 5.42733128 5.37576234 9.51162696 -1.03209363 11.74474337 3.42732458 11.68493289 14.09502940 7.40311090 -0.03209363 2.28983447 10.54862880 10.78807815 10.71776860 10.81886733 10.31496678 8.74268636 12.26395499 8.04996832 6.45066691 8.73608359 9.24169482 9.96578428 8.75743268 3.87478713 0.96790637 10.31607400 7.77847078 9.70006651 9.98818463 9.61265678 8.58628474 10.39101508 12.40643115 4.58261019 9.11383122 9.75814991 12.56897349 8.46375404 -1.03209363 NA NA 7.47569372 1.55286887 10.10745053 7.26251960 8.32104598 9.38891191 11.21553003 8.57337869 9.60367159 11.36824496 NA 11.63345714 2.42733799 0.96790637 11.65614948 10.07446209 7.57522912 4.58261019 7.13280610 11.67245129 9.50899586 9.92064047 11.74577086 7.88974001 6.00132262 8.36021677 3.21583388 6.16757069 8.37304044 11.23994568 -0.681090 -0.681090 0.067011 0.063147 0.028547 0.072925 -0.715970 0.000000 -0.312490 -0.312490 -0.312490 -0.312490 -0.681090 -0.681090 -0.688750 -0.652260 0.067011 0.067011 0.067011 0.067011 0.067011 0.063147 -0.709220 -0.702940 -0.688840 -0.688840 0.000000 -0.683010 0.067011 0.000 0.000 0.000 0.000 0.000 0.000 -0.692 0.000 0.000 0.000 0.000 -0.681 -0.681 0.000 0.000 0.000 0.000 -0.681 -0.681 0.000 0.000 -0.703 0.000 -0.668 -0.668 0.000 0.000 0.000 0.000 0.000 0.000 -0.709 -0.709 0.000 0.000 -0.703 -0.703 -0.689 -0.689 -0.312 -0.312 0.000 0.000 0.000 0.000 0.000 0.000 -0.692 0.000 0.000 0.000 0.000 -0.681 -0.681 0.000 0.000 0.000 0.000 -0.681 -0.681 0.000 0.000 -0.703 0.000 -0.668 -0.668 0.000 0.000 0.000 0.000 0.000 0.000 -0.709 -0.709 0.000 0.000 -0.703 -0.703 -0.689 -0.689 -0.312 -0.312 7.939443 12.297555 11.217013 10.736497 7.739388 11.157106 3.215834 9.823546 8.636784 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 male 2010 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 6 1 NA NA NA 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 10.1488425 9.6617088 9.5654502 8.2249066 3.4528853 10.0138953 5.7165986 -1.5014428 2.2134717 5.4873738 8.3935059 10.0049958 8.7887072 11.8244153 10.4912726 10.1825601 10.5071168 12.2241610 3.9905374 10.2426811 10.3343439 7.8228691 8.1023148 6.8296048 8.9154856 11.6572159 6.6785973 NA 10.2878143 10.2502323 3.8562388 4.6885105 8.1170737 9.5960621 -0.5012385 10.8360314 9.6427092 7.8407628 10.6045968 10.6894389 0.4986594 9.7394796 3.6686184 10.3874315 10.9369603 8.8867056 NA 8.2485576 3.1425441 9.9160133 8.0855282 NA 10.4591138 1.5587574 9.4682617 8.4040754 0.8206487 7.1316831 9.7099681 8.6748614 1.0836559 6.2995890 9.7166460 3.5861522 9.4331164 11.3494611 9.4993925 5.1851886 11.1706627 12.2780998 10.9807399 13.6210714 10.2060474 8.6717657 9.6754848 1.6686184 16.4219403 NA 8.5580326 10.9583760 5.0986006 7.7032592 8.5954033 7.5210562 2.2557122 11.4065178 8.7752547 6.5043121 2.4055840 1.8206079 10.2878143 3.3060435 7.8183604 8.1851886 10.5276303 6.4873722 7.0494347 13.6991655 7.6019758 8.9642548 9.7406714 7.7678150 10.3393836 8.9774580 9.9739150 8.3426094 10.8837418 NA 5.1991266 14.6886865 10.7323080 -0.5012385 12.4159671 8.5980361 9.6761078 2.1991226 6.9662943 7.6407952 11.0417201 7.9353996 3.3566650 8.9985340 9.2922915 -0.5012385 8.4455947 8.3188672 9.8273632 10.4630292 10.4662748 11.6850053 9.4965734 10.5674665 10.1074051 10.0503965 9.2251363 2.3060289 1.3060289 10.1366715 8.9975374 9.7562234 10.5120109 9.7678150 7.0948779 13.4310876 11.9422794 12.7191422 9.9343584 9.4220158 9.0808303 3.7840956 7.2197871 10.7400756 10.8090170 9.7418622 6.2734749 10.9331783 10.6311880 8.2468812 10.1198243 10.7299094 2.0836559 8.6824725 0.4986594 -0.5012385 1.3060289 NA 8.6522402 11.3266263 9.4242427 7.9437034 10.2388358 7.9804875 8.9038297 8.7478016 5.8115712 12.1477198 9.6535063 8.6019761 11.4976312 11.1382551 9.0094524 10.0666444 10.0647422 11.8083067 8.9845176 10.6032870 9.5376073 9.9955420 1.6686184 7.9249532 10.7367943 9.9187907 4.8910060 8.7875542 11.2485577 8.9416316 10.6398375 9.4788279 10.4085813 11.0380894 7.4470551 0.0836559 -1.5014428 8.9249529 6.9374798 10.4238717 9.8385382 8.9498994 10.5175839 6.2865910 10.9148207 8.9985340 7.9333165 9.8704649 3.0222435 4.7840904 8.6150322 NA 8.7214831 3.3566650 4.7180492 3.6686184 1.6686184 10.8121382 5.9985340 5.8024698 10.3203826 5.6053284 -0.5012385 4.6686127 10.8166661 10.5338310 11.3022140 11.0158655 11.8199117 10.7075322 9.4586902 9.3044321 6.1981562 10.0599762 11.2714152 9.7840905 11.3431979 -1.5014428 1.0836559 10.0470286 9.6433465 8.7548969 10.3367103 9.6885128 8.1004589 13.4175049 14.3692938 3.6686184 11.3715555 7.4534081 11.8470015 9.7806183 NA -1.5014428 NA 7.4557900 3.0836559 10.9186906 8.2401216 9.6260377 9.5085168 12.1468211 8.4205291 8.8265329 4.4055772 0.8206487 10.8312843 1.9581374 4.1711107 9.6579290 9.3798022 7.3188672 5.0685418 8.3721324 11.2015102 9.9945432 9.4018169 10.4521572 9.7388833 7.4557900 10.4153142 5.0375360 7.7130077 8.3188672 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 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 3 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 -1.4453620 10.9181377 9.5198870 11.0621233 7.4221026 NA 10.1782485 8.1531000 NA 1.4846022 4.3877141 8.2517915 8.5349639 7.9663353 12.5060178 11.8475772 6.8402265 10.6630219 12.5868699 3.7642825 8.1713730 10.9156713 7.3908749 8.5306720 5.5771931 9.6101067 13.0681287 3.6841118 NA 10.3991377 9.3459871 4.5548221 7.8425364 9.7234963 9.5848015 9.4382313 10.6104456 9.8488705 5.5992196 11.8045302 8.8204394 NA 12.4618087 1.1397969 9.3971745 11.8332737 8.4221030 1.5548344 8.9904946 4.2827437 10.2677810 6.8309487 7.6685666 11.0444941 NA 8.3788124 7.6343087 0.8767232 2.3621893 11.5131957 9.0234483 -0.4451656 4.3621823 10.0111786 7.5688446 9.8614556 7.0305579 10.9447244 7.9363670 10.9700087 11.6640019 10.6757101 13.6965721 11.4964221 10.2346825 7.4190104 0.8767232 15.4734196 NA 8.7715700 10.3971746 5.6528564 8.0244660 6.5090212 10.8620251 3.5855996 11.3117975 7.9323169 -1.4453620 1.7247376 4.6209148 9.7378392 7.8540324 10.1955211 8.3557242 9.6026298 11.1189737 7.2962913 12.4304776 8.4018817 9.7184740 11.3030171 5.1986788 9.9684204 10.4166865 11.4723828 8.2639081 11.1327250 -1.4453620 8.3541057 13.0106009 3.7247485 0.5548344 7.7446489 8.1397867 9.9673940 5.9035517 9.5491776 8.0346042 10.7551098 6.8355944 8.9460679 4.9977666 9.4788944 -0.4451656 9.4321084 8.7083763 10.6409604 9.5335347 10.2996580 12.8113823 11.3455799 11.4145531 9.8505932 10.4613391 10.2013019 5.7642771 NA 9.2878396 9.4003142 9.6284570 10.7294379 11.2697136 NA 13.4330189 4.0142571 1.7247376 8.5349639 9.1199262 9.1841808 4.1397887 6.0705246 11.4059876 11.0959208 10.8189736 4.9298620 11.0255263 11.5381741 7.9936161 6.5937437 10.4969721 9.2031818 11.0055483 -1.4453620 5.3230097 -1.4453620 -1.4453620 9.3279635 5.3750047 10.2954482 7.3329012 9.2854556 0.5548344 3.3621753 9.8157437 5.2091726 11.8836394 10.6998010 8.8991200 10.9575698 11.4705169 9.9918584 9.8523137 9.2937608 11.3775942 9.8488705 8.0546700 9.0376321 NA 6.1472802 8.7581722 10.5999012 7.5217912 11.4112498 8.0083418 11.1830419 9.1695340 12.0193700 0.1397314 10.7691433 11.1850914 8.7654956 1.8767625 1.7247376 10.8651530 7.8790048 9.4050110 9.3637883 10.2312221 10.3661989 3.0783878 11.5388812 9.5399546 8.3718080 10.9137501 5.0305568 5.4617152 9.7045713 NA 9.8198532 2.2552590 5.6763577 3.6422857 4.4374675 10.9535679 1.3621613 9.3172061 11.3856385 8.0211049 -0.4451656 5.6316398 11.3484275 10.6782990 11.1310723 10.4290372 11.6447712 9.3821668 7.7908385 8.7272517 6.3196956 10.8546046 9.5039213 9.8436903 10.7800317 1.1397969 -1.4453620 10.9137528 9.7372186 10.0157919 11.6180508 10.2673512 8.4112495 13.9210781 12.5799638 1.8767625 10.3653959 9.2303137 10.3718078 7.1322529 -0.4451656 0.1397314 NA 9.6242740 -1.4453620 9.5627765 8.5335345 10.9652756 8.4328751 12.1327250 10.2009328 9.4096069 1.8767625 1.5548344 9.4833426 6.4855621 4.3877141 10.7896416 8.4420448 7.7764113 2.0142482 6.7739924 12.4177521 11.1869106 9.8517405 10.4367029 9.7292256 7.1695342 9.5119262 5.7191287 8.4003142 7.6866812 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 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 3.468028e-08 0 -0.4254625 11.0875750 9.2724240 10.5913960 9.5214940 7.0624272 10.2632751 9.1439306 -1.4254625 2.8907385 4.9321415 7.6244365 9.0503210 7.3851592 12.4488006 10.5802122 6.7495128 10.6186402 11.5979955 3.7038759 9.4610464 10.2654587 9.2030332 8.9354347 8.7693446 9.4807266 14.6572150 6.2819467 NA 9.9216553 9.3294753 6.1520171 6.8368709 9.5001422 9.2310126 2.1595646 12.1875713 9.1557882 10.0956974 11.6770556 11.7138193 NA 11.1330084 6.3227808 10.4818539 11.1161684 9.6922308 NA 9.4043105 4.0664423 10.2892625 7.4844806 -1.4254625 10.3323111 3.0431695 8.7205199 7.9882155 2.3819478 5.4074785 10.5650463 9.1865347 -0.4254625 7.0050406 10.0591841 3.3819478 9.0533574 9.1291766 8.8726503 5.8965165 12.8777520 11.9437761 10.4762088 13.5907431 11.6595621 9.3963616 10.3694097 4.7644099 15.4204330 0.5746344 8.5068022 9.5774028 4.9839786 7.6135066 7.3851592 9.2121182 2.9461507 11.0942239 8.7332354 11.8196947 1.7445056 1.7445056 9.2381458 -0.4254625 9.9299388 7.8576763 10.3202621 6.6298695 7.0050406 12.8598454 8.1020649 9.2540677 8.3899711 9.2112123 12.0742829 8.4799746 11.0188262 8.5053249 14.2151998 -0.4254625 9.6487291 13.7778975 9.9631432 3.0340220 10.4897201 7.7294059 9.5497192 3.6620460 8.2973950 7.2575821 10.9507131 7.6352835 7.8874704 9.3963616 9.7192459 0.8965431 9.2002966 8.3608572 9.4317911 10.4484163 9.3219416 12.3893023 10.2206963 10.9425484 9.2084912 10.4161520 8.9868506 3.4814798 3.3819478 9.8931306 8.5126970 9.6059443 10.0503212 10.0779166 3.5287838 14.1294463 5.2750257 4.7840433 9.2931205 10.0013765 8.3883691 4.7445110 6.1520171 10.6948255 11.1349205 9.4994003 7.5969553 11.4604709 10.8046081 9.5468495 10.0897947 10.7727257 5.9321391 10.3923508 0.1595000 4.0981500 -1.4254625 0.1595000 10.9169402 6.3160552 10.2179929 7.8437144 9.2544637 5.5171024 7.7294059 6.6831125 6.9582917 12.0718158 10.1534321 8.9626048 10.8562280 12.1187069 8.7967424 9.8987682 10.5443339 11.8644625 10.3464898 9.5738831 10.1846898 8.8998931 5.2610870 8.2292236 9.9971781 5.8558228 9.7544967 8.5433551 11.6915814 8.3592225 11.2463499 5.5745890 10.0669416 11.5036611 8.8715039 3.8599894 NA 8.3883691 7.6620502 9.6745929 10.0345316 8.7876920 11.2456864 4.3294753 11.2483384 9.2256393 8.5518678 10.7696522 1.8965044 3.9321368 8.8153791 -1.4254625 4.7243338 3.3294681 8.7165798 4.9144354 3.2184402 10.7631765 4.5745860 6.7840406 11.9620087 7.7677925 1.1595646 4.6620516 10.7745667 10.2403678 11.3317693 11.1032860 10.9430942 9.6086989 9.2896918 9.3761425 6.7813086 10.3265502 10.6406769 9.7344590 10.9141594 -0.4254625 0.8965431 10.2745939 8.8623001 9.1539036 11.0211929 9.4232107 7.8737960 13.3113596 12.1235300 5.7038704 11.2285523 7.0056257 11.2982487 10.6426942 2.2750369 1.3819478 1.1595646 8.9679781 6.3160552 10.0524370 8.8897373 9.3084503 8.9743997 11.5950468 8.9144378 9.5647129 2.4814798 -0.4254625 11.2381458 2.1595646 2.7445056 10.7532525 9.1975546 7.8692083 9.0309421 7.8010002 11.5803877 9.7224286 10.2098524 10.6497326 9.8086986 7.5830166 10.7566717 4.6620516 7.2220462 9.2741601 10.4949406 0.0512450 0.0496150 0.1118400 -0.1463100 -0.0316320 0.6825400 0.0000000 0.1831300 0.0032997 0.0032997 0.0032997 0.0108420 -0.3639700 0.0294660 0.0466100 0.0149290 -0.1975000 -0.1975000 -0.1975000 -0.1975000 0.1147700 -0.1419400 -0.2046100 -0.1540400 -0.2651600 -0.7661200 -0.5984700 -0.1578400 -0.0809400 0.183 -0.010 0.000 0.000 0.324 0.324 -0.158 0.000 -0.102 0.000 0.000 0.000 0.000 0.000 0.000 -0.145 -0.145 0.000 0.000 0.143 0.143 0.131 0.000 0.131 0.131 -0.086 0.112 -0.146 -0.146 0.000 0.000 -0.143 -0.143 0.683 0.683 0.000 0.000 -0.265 -0.265 0.000 0.000 0.183 -0.010 0.000 0.000 0.324 0.324 -0.158 0.000 -0.102 0.000 0.000 0.000 0.000 0.000 0.000 -0.145 -0.145 0.000 0.000 0.143 0.143 0.131 0.000 0.131 0.131 -0.086 0.112 -0.146 -0.146 0.000 0.000 -0.143 -0.143 0.683 0.683 0.000 0.000 -0.265 -0.265 0.000 0.000 9.101087 12.229224 6.009215 11.515819 10.039133 11.527693 5.316055 4.803408 7.275028 7.025798 13.677794 9.702582 9.688330 10.429250 8.557738 8.100108 9.398751 6.042193 10.449953 10.364529 8.515635 8.706753 9.701279 7.339459 6.522955 11.232799 12.788907 10.7038707 10.4407075 0.8965431 8.8355073 7.8201407 10.2301185 10.2089450 11.6514033 8.4541710 10.2892625 7.9924405 9.9304893 8.6312254 9.8783684 10.0278583 6.8919999 8.3963616 7.6540724 8.9839786 13.2251907 9.6534056 13.3931199 7.2597216 10.8869035 11.9230392 14.9152897 12.5688527 13.2033750 10.9141594 0.1595000 10.3955643 8.9066243 11.0086947 9.3294753 8.9626048 10.2116653 10.2866847 12.2474550 11.8914349 3.1595485 7.7294059 14.0369401 10.9528825 10.4514883 6.9924399 10.3875672 -0.4254625 11.2567045 -1.4254625 13.0416837 11.7414851 11.1113206 10.7913335 10.2654587 7.8829267 7.0823822 7.8760841 9.4503370 3.0340220 12.7401103 2.4814798 12.4091575 13.2540678 8.4387740 8.1443865 10.4251652 3.8225160 -1.4254625 9.5090157 6.9452753 10.5396505 9.9166623 10.9520694 12.7135794 10.7825172 -0.4254625 9.8880377 8.5955678 9.7388661 10.2763273 9.5192997 3.7038759 10.6696550 6.5518682 6.0664401 10.2179929 5.0664423 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 male 2009 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 3 2 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.705062e-06 9.710479e-07 NA 10.1873521 10.5816714 10.1143931 7.3531468 0.0000000 10.7347096 9.1398583 -1.0000000 2.8278190 5.6865005 8.7125270 9.1241213 8.1522848 12.6921796 9.6671115 8.4115110 10.5896511 12.5245417 5.8579810 9.4283602 9.7210992 8.7895336 8.1497471 8.9248125 9.3309169 14.5652806 6.3923174 -1.0000000 10.3509392 10.3728651 3.3923174 6.2479275 9.2179577 9.4262648 3.0000000 10.8017084 8.5887146 11.0292872 11.3674148 9.8610869 0.0000000 12.2573878 6.0552824 10.8799661 10.5536293 9.8925428 1.0000000 9.1724275 3.7004397 10.6452081 7.5545889 -1.0000000 9.9833856 1.3219281 10.2573878 8.0874628 2.5849625 6.3398500 9.4645458 8.5717526 3.3219281 6.4594316 9.8933015 7.8073549 9.5391588 11.1205619 9.2900188 4.6724253 9.2864885 12.9543781 10.3241805 14.2370232 11.3517674 10.3060617 9.7253663 1.3219281 15.1594772 3.0000000 8.2761244 9.1699250 4.8579810 7.9158794 8.6257088 8.9351650 0.5849625 11.3481749 9.2502629 -1.0000000 3.0874628 1.0000000 9.9758480 0.0000000 8.7665289 8.7330153 10.6591040 7.2431740 6.6724253 13.2026595 7.0927571 8.8297227 8.3923174 9.1383870 11.8953216 8.0633951 10.9162527 9.0389190 11.8334831 -1.0000000 6.2761244 15.2951948 9.4777583 0.5849625 11.6156296 8.2644426 10.3026389 3.9068906 8.1848753 8.0279060 10.6786001 8.2215871 4.9307373 7.7108064 9.1331422 0.0000000 8.4918531 9.0967152 9.5783727 10.4173251 10.1215335 11.9616071 9.1811523 11.1156940 9.6492562 10.4257404 8.8621879 4.5235620 -1.0000000 10.2662009 8.6420517 9.4377521 9.9650628 9.4062050 4.7813597 14.5092492 4.1699250 13.9886403 9.4696418 7.6829946 10.5269882 4.5849625 7.0552824 10.1357093 10.3933905 10.8013042 5.6147098 11.3238992 11.5700929 7.8703647 8.4696418 11.0512089 5.0223678 10.1998747 2.5849625 3.9541963 0.0000000 0.0000000 10.7980667 10.4024792 8.8719052 8.5545889 9.1403569 6.4262648 9.2252074 7.2807708 6.0926514 12.2495579 9.3739527 7.5887146 11.4014129 11.6746337 10.2072157 10.5703301 9.9076418 12.8516515 9.3353904 9.6555307 10.0313566 9.9578276 1.3219281 6.8137812 10.6759570 6.1862628 2.5849625 8.5502081 11.1263818 7.7813597 10.4903495 9.0821490 9.8368394 11.2526654 9.1947569 2.4594316 NA 8.3014962 5.4594316 9.0914354 10.3292357 9.4104514 10.8726749 3.7548875 11.3763669 9.9255544 8.9188632 9.7706639 2.4594316 4.2854022 9.0471239 1.0000000 7.1241213 1.3219281 4.0874628 4.4918531 3.9541963 10.3782949 5.2479275 6.9248125 10.4410456 7.6459106 2.0000000 5.0223678 10.8517490 10.9487322 11.9108301 10.8021124 11.4900988 9.3387364 7.9512847 6.8931195 6.8631951 10.3542494 10.9822806 9.8384161 11.2520740 0.5849625 0.0000000 9.9248125 7.7347096 10.0874628 11.3912436 9.8431359 7.8856964 13.2409404 11.7994840 2.0000000 10.6082548 7.5638445 14.3067026 10.4797803 -1.0000000 0.0000000 NA 7.5077946 0.5849625 10.8910242 6.2854022 8.8548684 10.7000062 11.3456824 8.2691267 9.3140167 2.8073549 1.3219281 11.2452556 4.9068906 3.0874628 10.7603041 8.7364019 7.0056245 5.4757334 8.7245139 11.4338462 8.7632124 8.3174126 11.6006099 9.7109958 8.5391588 10.2324209 4.2361099 7.2384047 8.7039036 12.1279943 0.00925910 0.00925910 -0.00535380 -0.00539920 0.51350000 0.49389000 -0.01092200 -0.00462500 -0.01890200 -0.01890200 -0.01890200 -0.01890200 -0.54754000 0.00925910 0.00925910 -0.00083160 -0.53896000 -0.53896000 0.00388540 0.00388540 0.00388540 -0.00539920 -0.00027724 -0.10026000 -0.52910000 -1.02360000 -0.00462500 -0.51753000 -0.53571000 0.000 0.000 0.000 0.000 0.472 0.472 -0.518 -0.536 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.489 0.489 0.000 0.000 -0.525 -0.525 0.000 0.000 0.000 0.000 0.000 0.000 0.472 0.472 -0.518 -0.536 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.489 0.489 0.000 0.000 -0.525 -0.525 0.000 0.000 10.120886 12.928796 12.144658 10.396605 8.634811 11.576012 4.977280 4.672425 8.703904 6.169925 13.438012 10.056644 11.744413 11.645487 7.531654 7.339850 9.799282 5.870365 10.200286 11.132178 7.826548 9.177581 10.849292 7.409391 6.607330 11.634584 12.277723 9.6174675 9.6202198 2.0000000 7.5117527 6.0334230 9.6284455 11.3379006 11.4734521 8.7073591 9.7490314 6.2573878 9.9410476 8.6741923 8.4072678 9.6821168 6.2667865 8.0714624 7.9686668 8.0821490 13.3812049 10.0195907 13.6181560 7.0476693 11.6684418 10.8525295 16.2627739 11.0721326 13.8066000 10.3286749 0.5849625 11.1500646 8.4573809 10.6965329 9.1472049 7.5887146 9.2702953 10.7423094 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 female 2009 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 3 6 4 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.531661e-06 8.67007e-07 NA 9.8665691 9.5968750 10.1259468 8.9199955 7.6330599 9.5762769 4.8467240 NA 1.1613718 4.7294875 8.8430520 9.8401754 7.7693539 11.9534913 10.5434919 9.7059796 11.0126578 12.0004696 3.7783978 9.8973403 10.1574887 8.9104275 8.4028901 6.4028893 9.5180673 11.3322205 6.2552137 NA 10.1872243 9.8351273 3.6788607 4.8257042 9.0858277 9.3237499 -1.1284717 10.7579673 9.6495858 6.0212554 10.6504071 11.1420959 NA 8.2334524 4.7783978 10.2675782 11.1752894 9.5457008 NA 8.0364154 1.8715283 10.1353647 7.8372930 NA 10.5465835 3.0549874 9.0212557 7.9186325 -1.1284717 6.7963213 9.3452143 8.4318415 1.4564908 6.3391142 9.3227198 -1.1284717 9.2777135 10.4648998 10.6499965 4.3950697 11.5990484 12.7472580 10.6557345 13.9577693 10.7380148 9.0326406 9.5359559 3.2638307 16.3350569 -1.1284717 8.4788388 9.8924886 4.9589726 7.0313798 7.5261447 5.6396923 1.6788832 11.4931026 7.9100712 12.4134522 1.6788832 1.4564908 9.5492283 2.0414182 8.3553242 7.7449529 10.1223991 4.5719498 7.2893614 13.0063360 7.8169523 9.1394657 9.1545969 7.4527091 10.4222362 7.0563841 10.9261129 8.1218070 11.2071781 -1.1284717 3.5719437 13.9313600 10.3299153 NA 12.1697144 7.9429707 9.5162662 3.5719437 8.0979210 7.4972172 11.4718862 7.3061364 2.9589726 8.8066737 9.1453043 NA 8.9335546 8.3713546 9.9995030 10.9291619 10.2888338 12.1616038 9.7075590 10.1649803 9.4963042 10.4184031 8.7518573 2.3309312 4.6788663 9.7663263 9.1039295 9.3999627 10.3827671 10.0364156 6.0212554 13.9863083 11.3793033 12.4708404 9.5797304 9.6180229 7.9483240 3.7783978 6.9267905 10.8213354 11.1435552 10.0973186 7.6724084 11.5959073 10.5443759 8.4695612 7.9747966 10.7091366 -0.1284717 8.8940429 3.1194392 -0.1284717 1.1934564 NA 9.2454612 10.6683594 9.6330599 7.5368448 9.4037867 4.7043962 8.8459231 5.4260970 6.1661289 12.0041690 10.2421960 9.1545969 11.7069670 10.6720041 8.3773203 9.9569811 10.4574100 11.5072268 8.9774170 11.1629672 8.8459231 9.7130730 2.8715086 7.6626712 11.2795729 9.5052759 2.7783978 9.0565079 11.7103186 9.0020791 11.4152655 9.8103531 10.3149703 10.9593029 6.7043989 0.4564908 NA 8.7903720 7.3753340 10.5399504 9.8015066 8.7678411 10.3263220 7.5368448 10.5766831 8.9416296 7.5788678 10.0168040 0.8715283 3.8257042 9.8452060 1.1934564 4.2638232 3.6788607 2.1934248 4.1934406 NA 11.1641178 6.5225596 6.1382943 9.7403313 6.5590589 NA 4.2638232 10.9213572 10.3628607 11.3668640 11.2702523 11.0389267 11.1635426 8.7510918 9.2312142 5.9726972 10.8202409 11.8412549 10.0520394 11.2856653 -1.1284717 1.1934564 10.0445611 8.4545913 8.8644471 10.5323959 9.5649956 7.8938767 13.7173907 13.8495040 NA 11.3950706 7.6612052 11.9743045 9.9274688 0.4564908 -1.1284717 -0.1284717 7.7418734 NA 10.8824003 8.4862184 9.3673636 9.8140231 11.4880575 8.5891852 9.2821189 3.7294875 0.4564908 10.9439763 1.6788832 3.5719437 9.1476331 9.5597589 8.1545969 4.0809646 7.5891852 11.6222156 9.8459233 9.6610423 10.8686881 9.5910942 7.8198757 10.2416511 4.6749916 6.9429707 9.3822728 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 male 2009 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 1.699334e-06 9.016873e-07 NA 10.6480595 9.8367016 9.9102053 9.0412808 5.0911370 9.7561638 8.6842700 NA 3.5671195 4.1822871 8.0753695 8.5954809 6.1067336 12.7808312 10.2831080 10.5895960 9.9769660 11.6642902 2.0270125 9.6160619 10.1101233 8.8906297 9.4585992 6.6390368 8.8598966 14.5189736 6.3090415 NA 9.8866826 9.8390381 4.5217732 4.2400013 11.9810707 9.8838566 1.8895125 12.1785998 9.6215008 10.5763538 10.9453278 12.5146640 NA 10.5899428 7.2540753 10.1960205 10.5423481 8.7324819 0.8894735 8.5304711 5.2680151 10.4964634 7.2886742 -0.4324546 10.8223999 1.1928254 9.1250386 7.6309704 0.1525079 4.9251259 9.5239512 8.6774057 1.3749560 7.8713558 9.7533425 5.5562608 9.9523588 9.9854276 9.5562596 5.2818206 11.4933260 12.0389962 10.8029909 13.6636725 10.7170046 9.3619909 10.0832748 2.6550312 16.3827769 NA 7.7274461 11.4423643 4.7173200 7.0950520 8.1822851 8.3554775 1.6968396 11.3454467 8.3614872 8.0989564 0.1525079 2.0270125 9.0341612 2.1525404 9.3282950 9.0300772 10.7888601 6.6865159 6.3022843 14.2358783 7.3941231 9.2014785 8.9812031 7.9534375 10.7603856 9.1364811 10.7864409 9.0813026 12.1141078 NA 5.5899432 14.3834336 9.6695507 1.1525079 11.7615623 7.7770284 9.5049489 9.3182820 8.4363976 7.7020016 9.4114962 7.7843208 4.4004628 8.6390375 9.5261277 4.7574020 8.3619907 8.3140892 9.9096497 9.8832907 10.2150335 12.2008178 9.1905420 10.6095763 9.5739011 10.4748413 8.5971382 4.6760981 2.5675698 10.5319159 8.6350092 10.0001326 9.9377175 9.7077657 4.1525404 13.8152430 8.2222109 12.1416954 10.0574229 9.0999308 10.1712013 4.6760981 6.0753700 10.7573996 10.5188598 9.9168562 7.6470597 11.1164282 11.1154335 10.5871657 9.1721282 10.8710704 4.5217732 9.8508833 3.4255533 4.4004628 -0.4324546 NA 9.7293368 9.0493746 9.1841238 7.8598969 9.5598195 4.7963953 8.8331899 9.2843945 5.9074243 11.7756569 10.7981960 8.5885550 10.8801744 12.1607327 9.3571086 10.5805487 9.5108225 12.3574143 9.1665580 9.9322568 10.0614305 9.4216643 2.7374921 7.8781877 10.8866826 9.0644388 7.6092342 9.2824215 11.5275769 7.9959350 10.4247785 8.0832751 10.1383795 11.0190437 7.7939869 1.7375137 NA 8.2417673 6.7173227 9.9317096 10.8906298 9.0094818 11.0323760 4.6968563 11.0308286 9.3909423 8.0001167 9.8267298 2.2680151 4.6760981 9.0280309 2.1525404 7.7122333 2.6550312 8.2149437 2.5675698 4.0270036 10.8847050 5.2400013 6.8529776 10.6467265 6.4440922 0.5675454 3.6550426 10.6920195 10.2457350 10.9229261 10.9398960 10.6204827 10.4703270 9.1618995 8.7780393 6.4454420 10.3558856 9.9501991 9.8872471 9.9366270 -1.4324546 -0.4324546 9.9245771 9.4379397 9.4525087 10.4079596 9.5519935 8.0674209 11.9528982 13.6584318 2.7374921 11.1233624 8.0075515 11.1176002 9.7709230 -1.4324546 1.8895125 -1.4324546 7.4864385 0.5675454 10.1591067 7.7598675 8.5217712 9.3941235 11.4340812 8.0270064 9.1901027 1.5675941 1.1525079 10.8925994 NA 3.6968618 10.1548838 9.2346867 7.1600317 9.5427065 8.0372169 11.1035793 9.6884608 8.8495052 11.0979813 9.1909992 9.9090938 10.4356259 3.4200781 6.4379401 8.9185141 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 male 2001 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 3 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 -0.96409462 10.15990753 9.29788104 11.49982138 5.12324819 -0.96409462 10.85556619 6.28504150 0.03576465 1.38061864 5.81714484 7.12854293 9.02589007 8.66514295 12.08597499 9.94417880 4.39334069 9.97756743 13.81612093 2.94268340 6.96059859 11.01949239 5.93060489 11.46257512 6.43666491 9.18933831 13.05589806 3.42810218 NA 10.73144955 10.02943232 7.85596541 7.33040692 8.76030013 10.10389270 5.96652276 11.79671402 8.78230044 -0.96409462 11.69711896 6.97242385 0.03576465 12.31684690 3.94267401 10.70201022 10.69086970 8.99578806 0.62077407 8.65049604 3.03578225 11.04701346 6.81714612 NA 11.37885253 -0.96409462 8.89532110 9.44305397 0.03576465 2.62075061 10.58460817 9.36558253 NA 5.12324819 10.89205612 2.35772090 10.20571128 8.81878443 10.83506784 5.51151864 7.56716741 11.08631512 10.72622080 13.02934383 10.54010866 9.76285572 9.30140131 -0.96409462 15.42929399 0.62077407 9.29788104 4.76370901 5.69399704 7.66149523 6.67964195 9.71526638 3.82812379 11.22344759 7.90790674 NA NA 0.03576465 9.05537708 1.84313968 11.10724860 8.13381831 9.97609981 9.78816692 7.36670339 12.95511514 7.80397028 9.61227066 11.75517505 5.88127551 8.51564741 9.81714596 10.96171151 8.54159770 11.68009320 NA 10.97976614 11.47872974 4.79067301 1.03576465 8.41949044 8.51354444 9.82042104 -0.96409462 8.64126567 7.09106825 12.87361123 5.98998366 8.42810344 8.37563637 9.54159770 1.03576465 9.65325371 9.29435217 10.28489973 9.92681041 10.28904285 12.17985331 10.51758564 12.44345231 9.42272645 11.23729757 10.03957820 9.52563415 -0.96409462 10.39773003 8.63011092 8.20821387 10.83142007 10.96096978 3.55934497 13.33706806 3.12325233 0.03576465 9.55050035 6.88127673 9.49521786 4.81714740 7.05815412 4.35771386 10.71086118 10.29435229 2.94268340 10.44123083 11.34838558 7.29317365 7.86550873 11.61745759 5.01306468 8.82673755 2.62075061 7.14431053 -0.96409462 NA 8.06369222 1.84313968 9.98779934 7.24523989 9.86067343 3.20570529 2.49520907 8.07744544 1.83074209 11.42407263 9.73275371 9.24035727 10.69845456 11.57300460 9.64385619 8.66149523 9.17789338 11.33155514 9.09377803 0.62077407 7.41949086 0.62077407 6.66514260 8.50135276 11.19092068 5.40106040 -0.96409462 8.95171047 10.15731977 8.22313821 11.05607170 0.03576465 11.01842338 10.54308539 9.60088838 NA NA 8.94267695 8.05259468 8.91076743 8.96356429 8.97683388 10.25858111 5.51151864 11.00084895 9.84956742 8.12589851 10.80148672 0.62077407 4.79067301 9.07881341 NA 2.20570529 NA 10.09238334 1.62072715 0.03576465 10.30140131 4.20571311 7.25978751 11.18299117 7.55195891 1.35772090 6.25495490 10.71790300 10.68459321 11.20037892 10.88401792 11.82837318 8.87498995 8.51354444 4.24523704 5.71540745 10.01806689 7.83668601 9.60469240 8.88127612 3.03578225 NA 10.37619269 9.36109172 10.13972963 11.84996811 9.65417164 7.00733007 14.41705877 10.68997465 5.16506778 6.30257313 6.21181044 9.92908779 8.66696318 NA 4.24523704 NA 8.70112206 NA 8.66149523 9.03013961 9.77472283 9.85436834 11.46440811 9.66058159 8.85056098 3.35772090 1.62072715 10.94942368 5.83020207 1.62072715 10.90229242 8.64311662 7.49521786 3.28371439 4.08018010 11.61910410 10.32868300 8.79899856 10.06714283 9.52303339 10.40210840 10.55640489 5.29034330 8.07470505 8.86867627 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 female 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 5 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7.282859e-07 6.936056e-07 1.4016305 10.9809508 9.1329539 9.2994803 9.0669707 5.7939531 10.7657694 8.6043464 NA 5.9176490 6.8610658 7.7503626 10.1464686 9.2565031 12.2681410 10.3441493 7.1020744 11.3002362 12.3956346 5.1020744 12.4149575 10.8067763 10.4170498 10.3009917 8.0015478 9.0015475 13.4742699 7.3441494 NA 10.7624819 10.3860532 5.7235640 6.7591865 8.5462930 9.6590226 8.9251969 12.2827487 9.1055385 7.9251966 10.3703016 12.2093922 NA 11.6171678 6.8278990 9.5815439 11.6049828 10.0436865 1.4016305 9.2533838 5.3558303 11.5205759 7.5411865 2.4016305 10.5049226 NA 8.4623309 7.8362631 0.4016305 3.9865930 9.9465993 9.1055385 0.4016305 7.8610664 9.3085254 4.2089932 9.1431018 10.3832021 8.8934878 4.9251972 9.2471248 10.4930702 10.1447862 13.6936688 10.7269403 9.0986022 10.5334917 0.4016305 14.7019874 NA 7.5615064 7.1431015 5.7235640 7.4677237 7.8528459 8.3441494 3.2089854 10.6232219 9.2497883 2.7235586 0.4016305 0.4016305 10.0508910 NA 8.5615060 8.6962554 9.5963916 6.9714907 6.5914595 12.6195925 6.5513822 8.2408385 8.2218138 8.4240025 9.5042404 8.5360611 10.8310416 8.6304535 11.4246960 NA 5.5715585 15.5832918 8.7766742 0.4016305 8.4072593 9.0526865 10.5602445 7.6208034 7.9790639 8.0454910 12.0727335 7.1565220 5.7235640 8.0309915 8.1020744 4.3085283 8.6637296 9.4432940 10.1747740 9.8131458 8.3085256 11.0501452 9.3846284 11.3441493 10.0616307 10.8173766 9.4477492 5.1020744 3.2089854 10.1681638 9.4487587 7.7235627 10.1548515 10.3279308 4.2089932 14.3260762 4.2089932 5.9251972 8.6824055 7.3674191 10.7492562 5.1565220 7.6304535 9.3931566 10.4704131 10.6098692 5.8610670 10.8934277 11.3760494 9.3115279 8.5205759 10.7514689 5.0454910 9.1193113 2.7235586 3.9865930 NA 0.4016305 10.8404266 7.3674191 9.3817744 8.1089938 10.3535023 6.4460296 8.4184430 7.2345253 6.2596152 12.4993378 7.7679573 8.0669707 9.8173766 10.7359081 9.6208759 10.5488397 8.9638772 12.1342262 9.1598580 8.7054157 10.1261487 5.8934884 2.7235586 7.2218133 11.0309914 8.3196631 4.5715615 6.1295550 10.4226147 8.6062061 10.7810132 7.2964528 10.0145033 11.3601875 8.9054604 1.4016305 NA 7.8934878 6.8278990 9.5334917 10.6483754 9.3204980 10.8600414 5.6110868 11.4917340 9.2596157 7.7054154 10.2250020 2.9865930 5.4016339 8.3323723 0.4016305 7.1020744 2.9865930 3.2089854 4.7939531 3.2089854 8.9676888 5.3558303 8.5815437 9.9959595 8.3030446 2.7235586 6.7054154 10.8814151 10.2949364 11.5114655 10.8579892 12.2926590 9.0951216 7.1960503 7.8948499 5.0292408 10.7602860 10.5926940 9.4730971 11.0328119 0.4016305 NA 10.5939276 8.1764220 9.4514833 9.5386258 10.5840291 6.8610658 11.4329914 12.7649483 0.4016305 9.9847175 8.9727047 11.4378084 10.4784504 NA NA NA 7.7145175 NA 9.9291118 7.1431015 9.3264472 10.3703016 11.2696856 8.5765603 8.7964404 5.4460279 0.4016305 9.7569859 4.4016373 2.7235586 9.6110881 9.0163448 6.9562240 5.8610670 6.9562240 11.4697413 9.9714904 9.3731784 10.2329420 9.3175141 6.4890981 10.9884746 4.3085283 7.5715600 8.1895375 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 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 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 -1.7065118 10.6349882 9.4888417 11.1162394 5.7364128 3.1008263 10.4777250 8.6593762 NA 3.0049687 5.3702864 8.4072117 10.2422017 8.5017039 13.2180964 11.7956797 6.1072506 10.3819265 12.6843773 3.3809372 9.5573255 10.7197342 8.7732497 7.4381273 5.7028598 9.9476580 12.8221067 2.4633870 NA 10.4371715 9.1722867 4.8170297 7.5008745 9.2664492 9.5909590 3.7853204 10.7653987 9.8604748 4.1008263 11.4158122 10.6663345 NA 11.1389595 -0.1215493 9.8975593 10.0179833 8.3144496 NA 9.6322059 3.2003631 10.8849918 7.7405525 -1.7065118 9.5924198 0.6154163 8.6969397 9.0162771 2.1008095 0.2934882 11.7121127 9.0959858 -1.7065118 5.4227510 10.2368047 1.6154163 8.9291877 8.6890035 4.3809303 3.4227578 8.7101721 13.6486140 11.3246537 13.4167017 11.3397409 10.9203192 10.0862598 0.2934882 15.4892357 NA 7.5555646 9.4633944 6.3213762 6.5695944 7.3074895 10.0345151 3.1085245 11.3807665 9.3642478 -0.1215493 1.6154163 NA 10.4036265 1.9938917 10.0340935 8.8326283 10.5923912 8.1913149 8.8199686 12.5885926 8.0633072 9.4150029 6.4683943 4.7197365 9.9359229 6.9658951 11.4460712 9.1192234 10.3237917 -1.7065118 7.0179831 12.4096509 7.9191786 NA 9.6210222 9.3642612 10.5808933 7.6466163 8.2003602 8.3460376 11.4232354 6.3541647 9.3974128 8.4201737 8.7102671 0.8784507 9.8910566 9.1890447 10.3957733 9.8523685 10.3168773 12.1654651 10.0260608 12.1798329 10.0537736 11.0813720 9.4692997 3.6153928 2.6153928 10.1947135 10.1992325 9.8604748 9.9350697 9.7113220 0.6154163 13.5312769 3.2476693 0.8784507 9.2864078 9.2512971 9.1958446 4.0483583 5.7197338 10.4438514 11.0173437 9.3649317 5.8708973 11.0966137 11.8823012 8.3555154 7.3487521 10.9936924 8.4444861 10.8131253 -0.7065118 5.0213909 -0.1215493 -1.7065118 10.0558515 NA 10.2714648 8.6310912 10.0440215 2.8784311 2.4633870 9.5437679 5.5695944 12.6779834 9.2821541 9.3993779 9.8403639 10.6943489 10.1334014 10.2389133 10.3742869 11.3382050 9.8803092 6.6597919 8.7207822 -0.1215493 5.0616552 7.4201741 10.7023298 2.7698564 -0.7065118 7.8602657 11.2482110 7.4533406 11.0705192 1.2934882 9.9773413 11.2291870 9.5502679 -0.1215493 -0.1215493 10.0281790 7.5150564 10.2341500 10.2920599 10.2821541 11.1140473 4.9373256 10.8993216 9.7002060 8.6932813 10.8133514 -0.1215493 5.3378645 9.1715204 NA 11.4294993 -0.1215493 0.6154163 2.1008095 0.2934882 10.4652717 0.2934882 8.7144822 10.9170195 6.8943485 0.6154163 4.3378609 11.7280977 10.9771220 10.9749275 10.4539712 11.7860738 8.6825631 9.0264847 7.5461351 5.2571766 10.1599756 12.7813723 9.5126380 9.5938221 6.9264644 NA 10.6131415 7.5174710 10.7031255 10.1943363 10.3286122 8.8509332 12.0716493 11.4282166 2.2003474 5.7610751 6.5099729 10.0903202 10.2411064 NA 1.2934882 -0.7065118 8.2271601 NA 9.2041720 8.9463145 11.0319840 9.0830030 12.5289602 10.3822576 10.1059156 -0.1215493 1.7529198 10.1553318 2.7528984 2.3809233 10.2074807 9.7529011 6.5318742 1.2934882 6.2003592 11.3762838 9.5724996 8.3528137 10.6714933 9.8442163 7.8012641 9.8933822 4.5681051 7.4098135 8.2167968 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 male 2004 110 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 1 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 -1.1616533 10.4287799 9.8832700 11.1923045 7.4399638 1.4231479 9.1038079 11.3666141 -2.1616533 3.5080736 4.7807090 8.1316646 8.0646054 7.6821140 11.9165105 11.2511596 6.7748305 10.4833807 11.8041575 2.9256577 8.7124059 10.9558360 8.6891611 9.8836113 7.0327533 9.5720556 12.0069583 4.3927845 -1.1616533 9.3749258 9.8357253 3.9674730 6.7330113 9.3937407 9.2586796 6.8010888 11.3092330 10.5227224 4.2644614 11.0972005 10.4021041 -2.1616533 10.4887960 0.4232016 10.0412350 11.0795802 10.1038080 NA 9.6467549 3.7923869 10.0470369 7.9739022 -0.1438509 10.9210239 3.7823457 9.0075417 8.4061489 0.1601457 3.3300420 10.5329861 8.2401392 NA 5.2811381 10.0935166 1.7450652 10.0252356 9.1522095 10.7775885 3.0081104 10.4249905 11.6129800 10.5758628 13.3250908 10.8118903 9.1890272 8.9276435 1.0081283 15.5498330 -2.1616533 8.9170110 8.5989130 5.4004355 7.8948305 6.9853980 9.7454592 2.3223320 11.9001547 8.4082002 -1.1616533 2.0081283 2.9674822 10.1345355 -1.1616533 9.8071908 8.7872901 9.8924581 7.3240221 7.3360450 13.7807303 7.7630052 9.6187327 7.1869214 6.2976243 10.7175483 9.4834010 11.7927528 8.2240552 12.3248394 0.1601457 5.0378654 12.6212413 10.2935202 0.1601457 9.6358545 8.4240945 11.0019998 4.7330126 9.4482950 7.7938426 11.0458174 6.4269071 8.4693699 10.3415218 9.4607024 1.1601457 8.0979363 9.7821728 10.3335483 10.5517942 10.9866695 11.8921315 10.1657455 10.9423002 9.6647415 10.4876737 10.0047106 6.5106186 4.8381904 9.3474730 9.3927817 8.9830295 10.5748063 10.3666470 7.9545372 13.5317343 3.3300420 1.4231479 9.4193935 9.6240541 9.6403053 4.4080461 6.4928290 8.0439864 11.1061500 10.3042694 6.8068602 12.0724280 11.2076539 9.5817651 12.5962599 11.0824081 5.9674753 9.4672946 1.5386375 7.6599666 -2.1616533 NA 10.0828541 5.0573593 10.6183225 7.7008302 9.1931749 6.2976243 7.6358545 8.1979425 4.0274283 10.9774245 11.4048416 9.6330148 9.8226113 10.2096973 9.3577752 9.4919336 10.5044169 11.9036091 9.8518646 10.0552419 10.9408248 0.1601457 5.8716170 8.7054717 8.6063771 12.7566337 1.6455633 6.7615499 10.4563490 9.4923814 11.4821618 6.6390932 10.9485131 11.0490164 8.2602576 0.8381854 -2.1616533 9.3990034 8.2955738 10.4415874 9.5618538 8.8154730 10.3277901 1.2976023 10.6516415 9.0902670 7.9713349 11.2461245 3.5661089 4.6326114 11.1565945 NA 8.0500810 2.4820480 0.8381854 9.9219980 3.4528985 11.4901415 1.1601457 6.8934751 9.9083138 9.7238932 1.0081283 5.5661119 11.2679920 10.4820491 11.0596290 11.0774931 11.8243016 9.4914858 10.4822745 8.9997971 5.2912978 10.1849837 8.8226113 10.1328137 10.4452920 3.3300420 -0.1618146 10.7616114 9.3489572 9.4376410 10.9089847 9.6770029 8.8061397 13.5086832 13.0824081 5.2305105 10.0768961 9.6552726 12.0971269 10.4236226 -0.5769059 0.8381854 NA 8.6487645 0.6455172 11.0410820 9.1572891 10.1055648 9.8462714 12.2318515 9.9677979 9.3234739 0.8381854 1.0081283 11.1517846 4.1419722 3.8825844 9.9398404 9.2353326 7.6487645 7.2497042 7.8948305 11.2307787 10.1824888 10.1527761 11.4744777 9.0922117 5.6260945 10.1592755 5.8902181 7.4910377 9.1505087 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 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 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 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 5 0 0 0 0 5.895648e-07 1.734014e-07 0.52306006 10.50695722 8.35590340 9.87247912 7.64540986 3.39748811 9.97216217 10.41790197 0.52306006 3.97938518 4.49264155 7.73895086 9.71283803 7.56740779 12.68435540 10.61091834 8.36431591 10.11733817 11.74621080 3.18597752 10.34106309 10.30982772 9.54074994 9.04395961 7.78667411 8.89515294 14.38319524 6.45375132 NA 10.03805627 9.79758582 4.18597752 5.90429622 11.61533022 9.66937000 3.02550725 11.90257240 9.78275681 7.68288506 10.91138967 11.37866069 NA 11.29202484 4.61047566 10.50124735 11.19720582 11.43440550 0.93802226 9.39645772 4.79603182 11.04788167 7.49647194 -0.06190244 10.37059293 -1.06190244 9.42085900 7.96319087 1.74540946 3.33037196 10.10170076 8.82527174 0.52306006 6.72595378 10.24525190 3.98244605 9.65401299 9.30546580 9.48687302 6.10797655 11.23022025 13.17891688 10.87247905 13.79155554 11.26784739 9.59893832 10.26223159 0.93802226 15.65983113 1.25996542 8.08525574 10.14811351 4.63849094 7.20014630 8.10044211 9.59268707 3.16301561 11.08970185 8.66644771 7.46161286 -0.06190244 1.52300986 9.98585659 1.93805991 9.12416526 8.40157543 10.21068084 7.85094066 6.93240493 14.18230336 7.16687007 8.60870725 8.78040131 7.77747561 10.91771556 9.10546909 11.29889809 8.83286882 11.83532930 -0.06190244 8.42589103 15.30139872 9.49168036 2.74540946 9.38513418 8.29999465 10.07760245 6.56010351 9.08525601 8.34106287 10.83665240 6.75183190 6.37267878 8.40972611 8.74862257 6.46943181 8.23267179 9.38203062 9.62630132 9.85243619 9.19779439 11.40402550 9.50315312 11.48349824 9.70954051 10.93240449 8.96306600 2.74540946 3.18597752 9.96940768 8.70292276 8.75835782 9.82298470 9.76062182 3.58190556 13.86174992 6.47720941 9.89224742 9.50220050 7.81763413 10.02882508 4.93805050 6.88641846 11.62761231 10.44584566 10.04068288 6.36431504 10.99739552 11.24126097 10.45522826 10.35484860 11.25828748 4.89224529 10.35744248 2.84494800 3.79603701 0.52306006 NA 10.23496720 8.61047640 9.45572052 7.88349497 9.84132280 5.14750615 7.50410471 7.44584586 6.25799497 12.30122758 9.05179324 8.50410511 10.47672494 12.13311559 9.82070934 10.55184051 9.68372540 12.25220940 9.53703393 8.82527174 9.54260417 9.93452446 3.10797236 7.87763015 10.97765558 8.77626227 5.89224772 6.93246163 11.42362880 8.36011579 10.51547987 6.17645642 10.11110345 11.44237351 8.07504213 0.93802226 1.25996542 8.83589661 6.60338748 9.68036040 10.19130762 9.07247726 11.70499396 6.13772278 10.88126549 9.50695712 7.75822988 9.89442718 3.10797236 4.89224529 9.19779439 NA 5.46161368 1.74540946 3.33037196 3.46160714 5.34744243 9.95416286 6.47720941 7.81763413 10.35739508 6.85840379 1.25996542 5.14750615 11.00313052 10.68372540 11.06926494 10.92709067 11.10107170 9.58640860 8.06475570 7.93458078 6.07545134 10.87946547 11.83986073 9.77725482 10.54861454 NA NA 10.13219226 8.32391359 9.77725482 10.32768242 10.06023198 7.86582914 13.83915362 13.69861506 3.69294044 10.54074994 7.73930672 13.38964853 10.57603437 NA 2.10798910 NA 7.48494531 4.36431328 9.90167681 7.16205290 8.93098949 9.37163640 12.09697623 8.33893066 9.15910640 3.63849094 1.52300986 10.60071939 5.20483716 2.84494800 10.86137852 8.89660366 7.05699205 8.38513418 7.27344129 11.28290169 9.41682075 8.53982183 10.95137368 9.08687079 8.33251371 10.64885745 4.97938061 6.91533087 8.53050817 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 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 5 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 10.1945206 9.1402352 9.9351739 7.7601890 3.1695082 10.1738002 7.3362664 -1.2229696 2.5679591 5.5716101 8.2670432 9.5195049 8.4407537 12.0680783 10.5237097 10.3293842 11.0307475 12.0985599 5.4065537 9.2889482 9.9969690 8.8620037 7.9090524 7.8646585 9.0706671 12.1494865 6.2928958 NA 10.5703923 10.0631756 3.4776385 5.9866498 8.4318314 9.7094102 2.9471238 10.9294803 9.5017092 8.3845256 10.5370836 10.8095856 0.3621051 9.8426115 6.3240905 10.2222103 11.1067115 10.0866718 NA 8.7842226 1.9471051 10.1865864 8.0855346 2.7798900 10.4741282 2.7861781 9.0005094 8.0718163 -1.2229696 6.7313924 9.9122633 8.5941790 1.0990932 6.8378915 9.1812725 2.9471238 9.1391392 10.3163543 10.1748700 3.6840894 11.2993454 10.0752580 10.9417881 14.2031981 11.2201389 9.0218209 10.1385910 -0.2228012 16.3340083 NA 8.0251229 10.7105173 4.9269435 6.8486580 8.2263443 6.1695122 2.3907227 11.2126053 8.7297621 6.6163989 -0.2228012 0.3621051 9.6382824 2.8646517 8.5017094 7.8432848 10.2013617 5.9571044 7.0392898 13.9362389 7.9269423 8.5973744 9.2376514 7.4671931 11.7499994 6.0625967 11.4120065 8.4948720 11.2458195 -1.2229696 3.2366304 13.9410809 9.0263090 -0.2228012 11.8508350 8.7138333 9.9218537 4.0251263 9.1533207 7.8566801 11.7231879 8.2407198 4.5051160 8.4706825 8.5829394 0.7771988 8.6689793 8.5797119 10.2340632 10.6409946 9.1834004 11.6110699 10.0375269 11.3175657 9.4192471 10.4456372 9.4031599 2.7771988 1.3621613 9.9122633 9.6689791 9.4506636 10.3408684 10.0203694 4.7313896 14.1816385 8.9878668 11.8373847 9.5610122 8.8553463 8.9744120 3.8215878 6.9320139 10.9918181 10.9405306 10.2584903 7.1214910 11.5550548 10.8026811 8.3900640 10.5038394 10.8082073 3.0991269 8.9693526 4.7544760 5.6351768 NA NA 9.2478544 9.7616139 9.0923449 8.1844633 9.4787878 5.3007571 9.2263440 6.3546249 6.3804507 12.8621699 9.5764770 8.8817943 11.2402088 10.9380123 8.8167040 10.0826873 10.0996869 11.7014512 9.1950481 10.4854172 9.3630968 8.6053321 1.7771988 7.6537121 11.0033065 12.1113486 2.6840781 9.0061824 11.3168389 9.0568060 10.7057138 8.2710507 9.7967862 11.4993626 7.5287393 1.3621613 -1.2229696 8.5169760 7.0439820 10.0480747 9.9502479 9.3260173 10.4810990 5.3163558 11.0064889 9.0024030 7.5780956 9.7750805 2.4776255 3.6351739 9.5245494 NA 7.1036246 4.9866476 2.6281903 3.4210482 2.2366151 10.4420872 6.6720137 6.2284070 10.0439820 7.0866713 1.0990932 5.1522362 11.1005317 10.3822119 11.5051159 11.3329828 11.8126819 10.4858483 8.2529289 9.4219531 6.5137323 10.4513877 10.9297972 9.9116218 11.2735499 NA -1.2229696 10.0815468 9.3630968 9.0602839 10.1369450 9.8719330 7.1036246 13.3770502 13.2552698 0.7771988 10.4151787 7.4241864 12.4887549 9.7870241 NA -0.2228012 0.3621051 7.8857202 -1.2229696 10.6908628 7.9546151 9.2448010 9.7729626 11.5865616 8.4689388 8.8830648 4.7313896 1.7771988 10.8002567 2.0991269 1.0990932 9.7197100 9.3105251 7.4460800 3.2366304 7.7371973 11.4420871 9.3928251 9.4237542 10.8280644 9.8875614 6.5716116 10.6199386 4.7190082 7.4671931 9.1748700 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 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 3 5 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 3.468028e-08 0 NA 10.6681267 8.6130026 10.0522437 7.9284544 9.4088732 10.0187034 10.9144620 -1.3913800 3.0695303 5.7787080 8.2105530 10.3991307 8.3434918 12.3390400 11.1672029 6.5276459 10.8369996 11.9804227 3.1937402 9.9541874 10.5231673 8.6869329 8.7212216 10.3889118 9.0620529 13.9979809 6.3569748 -1.3913800 10.3426450 9.9935660 4.6087797 6.2012398 8.7899346 9.4456216 6.9751039 11.3411616 9.8072272 8.3092221 10.6418610 11.0610234 NA 12.8131241 7.5276451 9.9480755 11.8716111 10.8139645 0.6088092 8.5860621 3.5629750 10.4325474 7.6802449 0.9306995 10.2780260 -0.3911908 8.9589479 7.9171214 0.9306995 6.2012398 10.5250349 9.1460006 1.9306995 6.0763881 9.6394492 6.0845150 9.4289612 9.6524931 12.4886526 6.0010996 13.0113147 12.1775696 11.4305562 13.4691903 11.0029769 8.7236568 9.9973377 0.9306995 16.1666048 1.4161371 8.7329034 8.1805348 5.0350476 7.4193535 7.4064440 10.2358600 1.7097759 11.0850221 7.8628661 1.9306995 3.3636757 0.9306995 9.7035197 5.5036000 9.5846302 8.0139239 9.8930280 8.0053871 7.5306233 12.8294628 7.7610672 9.1116141 10.7862017 7.7146906 11.3336648 8.7068144 10.8246185 8.0620526 10.7743174 NA 9.1585668 15.6907547 9.9419376 0.9306995 9.4353306 8.4385049 10.3889118 3.8567069 8.3109549 8.2381386 11.1038877 7.7068144 6.2012398 8.3552965 9.1440576 2.6962387 9.3434918 9.0010996 9.3527751 9.7899344 10.7248012 11.4065025 10.1313638 11.4273644 9.5824796 10.4400895 9.1334217 3.8567069 1.6087619 9.6995563 8.8447964 8.7975565 10.4779904 10.5321096 0.1937087 13.4984763 3.0010996 4.3636687 9.5586090 9.2490271 8.8459921 5.2812086 6.2526389 11.1576041 10.9957224 10.0085942 7.2526380 11.4218900 10.5999497 7.7787073 10.5028420 10.5914193 5.4161371 9.2669043 5.1633699 2.1937402 -1.3913800 NA 10.3880911 9.3434918 10.0021727 7.5156730 9.7245931 7.7961344 9.4072540 7.4161371 5.8817380 11.9959918 8.9430554 9.3298813 12.1467286 11.5363750 8.9995745 9.7705440 9.7862017 11.1643300 9.7743173 9.8309734 9.3443383 6.0434101 4.1006329 9.6955819 11.4574051 5.9133849 6.6531761 6.9850814 11.5955131 8.5126642 11.3913709 8.5350782 9.9508568 11.0571567 8.3819214 1.1937717 NA 9.2133354 7.6172110 10.3515127 9.4112985 8.0723068 11.3991307 5.7686528 10.9001688 8.8194536 8.4432531 10.6765527 4.5156746 3.8941872 9.8004583 NA 8.9870769 3.8567069 4.4801358 4.4416694 5.1165769 10.2589364 6.3161421 7.9597215 10.7192884 6.9674338 0.6088092 6.3835695 10.9399791 10.6020744 11.5439472 11.0237316 11.5295072 10.1140976 8.1956222 8.9869362 5.0338723 11.0347848 12.1011361 10.1411381 11.9121349 NA NA 10.1140976 8.8999529 9.0845156 11.4191530 9.8578956 7.9663341 13.1145317 13.6741563 2.4161371 10.9791972 8.1003948 12.0843890 10.3715794 -1.3913800 0.9306995 NA 7.8231016 0.6088092 9.5630221 8.8999529 9.8697018 9.3066186 12.7654183 9.1175673 9.1019071 4.2526352 1.9306995 10.8717579 0.6088092 2.8567069 9.4040101 9.1556766 7.9419373 9.0032449 7.8495734 11.4239653 9.6795740 9.9244978 11.1873907 10.0335626 8.3686706 11.4367203 4.6551400 7.7225241 8.5817621 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 male 2007 26 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 2 2 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 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 2 0 0 0 0 0 0 0 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 4 0 0 0 2 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 4 0 0 0 0 1.109769e-06 3.468028e-07 NA 10.9103305 9.6429813 9.6322868 7.6380007 NA 10.2352654 8.4719105 NA 2.7760197 6.3132186 8.1628017 10.1098201 9.9409868 11.6785879 10.0675766 9.0979502 11.4121884 12.8262618 6.1062185 9.5376498 10.6004506 8.4526683 9.4486101 9.4989278 9.0580188 12.2782024 6.9496271 -1.3448314 10.4326731 10.7871852 4.6322857 5.3829266 8.7237852 9.9786245 2.2399784 10.8401920 8.6236738 9.2028653 10.7062157 8.7021308 -0.3450146 10.6711186 1.9769501 10.5641499 10.3939435 11.8856277 -1.3448314 9.0441004 0.2400090 10.5079264 7.8910212 NA 10.7949642 1.8629076 9.1719774 8.3327263 1.9769501 6.3344860 9.4132300 8.9780615 0.6549854 5.8448325 8.4445404 2.6550083 9.7378211 11.2246251 9.4073874 6.5253720 10.0893328 11.7318224 9.9212076 14.0091184 10.6422708 8.8047538 10.5956874 0.2400090 15.9966993 NA 8.6308546 9.3897165 5.1144378 7.6884301 9.2586332 5.4231916 4.0555427 11.0582852 8.2092886 0.9769501 -0.3450146 2.7424590 10.2380895 1.2399479 8.2934427 8.3042628 10.2210608 6.2916312 6.3623664 13.5566751 6.7791284 8.1766070 8.3060585 9.0169506 10.4360796 9.4322621 9.9217933 8.5036298 11.5624608 NA 6.7687494 15.5058651 9.1951347 -1.3448314 11.6749449 9.2201089 10.5195798 2.1144337 8.5145417 7.6322864 10.9984701 7.4815557 4.6322857 8.5678960 8.8814190 4.6322857 9.3795207 8.2437214 9.2076760 10.6627349 10.1994883 11.1871776 10.0224215 10.9786245 10.0064982 10.4375955 9.7741878 0.2400090 3.8644635 10.4404592 9.4847295 8.6592274 10.3692523 9.6279865 5.8644610 14.3062547 8.5768479 12.2889102 9.7096112 7.9194491 9.6641356 2.9029418 7.2286542 10.5207401 10.5772195 10.0467873 4.8047557 11.7436626 10.9481910 6.1628022 10.1726761 10.8296205 4.1785712 8.8200143 6.8546789 3.6091994 -0.3450146 0.2400090 8.9622077 10.9369368 9.1368063 8.4878967 11.0205582 7.9948569 10.2305460 8.7075748 5.4751854 12.3347068 9.5153178 7.9610682 11.2786597 10.9752433 9.6608559 10.5742426 9.3132182 11.9298217 8.9369368 10.1493624 9.5384138 8.9542149 3.6993962 8.6535971 11.1098201 10.8844415 1.6549854 8.1659883 10.4165580 9.0537505 10.1927105 9.3397554 10.2076760 11.1871192 7.4031995 -1.3448314 3.2399632 9.0300463 6.2324363 10.3977373 9.7284789 9.4671841 10.4260836 5.5738713 11.2421960 9.0267835 7.7184020 9.7563260 3.5619004 5.6994017 8.6164566 2.5618882 7.9076724 2.1144337 4.4623599 3.6091994 0.2400090 9.6322868 6.8497641 7.5345900 10.0397905 6.6283303 -1.3448314 6.7048554 10.8426682 10.6901496 11.9058973 11.0349266 12.3062828 10.4890828 7.7129988 8.4330016 6.0649066 10.6315709 11.3537114 10.1824837 11.5705127 3.6091994 NA 9.8423588 8.7237852 9.0125589 10.1936807 10.0305893 6.7687494 12.4312342 13.6330916 2.3554392 11.0438313 8.4663975 11.3773874 10.2929901 -1.3448314 -1.3448314 -0.3450146 7.5004969 NA 10.4961780 7.4198785 9.1448548 10.4330839 11.5511500 8.2511964 8.4609280 6.0213287 -1.3448314 10.6627349 3.5129853 3.4623665 9.5879597 8.9461776 7.1388227 5.6773757 8.7184020 11.0120089 9.5330577 9.0580188 10.4639710 9.7546833 7.0037349 11.5120158 4.0473203 8.0365495 8.0770715 10.8735700 0.00430210 0.00273580 0.02062300 -0.01794100 -0.00678130 -0.00938700 0.00152550 0.00000000 -0.00603490 -0.00603490 -0.00603490 -0.00124730 0.01279500 0.01279500 0.00152550 -0.00013862 -0.65501000 -0.65501000 -0.65501000 -0.65501000 0.02062300 -0.01794100 -0.00717430 -0.00423930 -0.00369870 -0.00369870 0.00000000 -0.01601700 -0.01216200 0.000 0.000 0.000 0.000 0.000 0.000 0.629 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.000 0.000 0.000 0.000 0.000 0.629 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.891619 11.596605 11.534973 10.482746 8.051611 10.700766 2.976932 3.355453 7.994857 3.355453 12.878631 8.989235 6.990397 8.174683 7.942211 8.309643 11.344568 5.753040 10.152859 9.877802 8.236207 8.038473 10.023224 7.677374 6.854679 11.452060 11.949197 9.5618974 10.4306171 4.5619004 9.0256941 6.4031995 9.9593581 10.7566542 10.9650515 10.1897960 9.6258317 6.5857437 9.6048336 7.0081541 5.7842893 10.3056098 6.5857437 6.8934120 8.6451108 8.5452711 12.4974554 10.4723902 12.3141108 8.2092886 9.4231911 10.6620340 15.5724488 11.5511500 13.6226834 10.3671039 1.2399479 11.9078200 9.6243934 10.3322860 8.7622239 7.9610682 8.9194494 10.1780786 10.1965875 11.2023834 4.2697139 7.2733919 14.7723287 10.6860187 9.3203427 7.3450051 10.5249861 0.6549854 11.2212987 0.6549854 11.9857836 11.1499074 10.3943655 10.6609822 10.6004506 5.4751854 6.1062185 9.1805276 8.7635314 6.5618974 11.8890473 3.4098932 12.8803649 12.0231040 8.4926347 9.8673572 9.6258317 2.5618882 2.4623665 9.2286540 8.2898179 8.9870434 9.9690235 11.9499147 10.7690744 11.7609153 3.2988636 9.7945582 7.7996650 9.0048410 11.3298611 9.5842652 3.1785712 9.6472371 8.9542149 8.8199137 9.1368063 5.7635311 11.1098201 10.6637855 0.6549854 13.0418124 12.0574860 10.1528586 9.7563260 7.6322864 11.1650291 10.4227774 12.7919603 9.5399404 TCGA-B0-4707 63 1 600 NA kidney stage iii t3a nx m0 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.468028e-08 0 1.2213822 10.9148859 10.2110300 10.1081116 3.8843635 6.6251214 9.9561085 9.4248448 NA NA 6.1282893 7.7078988 8.6194299 8.8628487 12.1027678 9.8495407 9.4112235 9.7357843 12.3422847 5.6808307 9.7785434 10.3702991 7.2437671 7.4502174 9.1501641 8.8985313 14.4219910 5.4177951 NA 10.2748723 9.6406569 2.4437923 6.8266565 10.4913048 9.9310572 4.6808307 9.2232763 8.5582772 10.8336531 10.5855335 10.4161557 1.9583601 11.1604883 7.0458274 10.4795723 10.3141561 9.6930741 NA 8.5993323 1.9583601 10.4324760 7.8262612 -0.3636422 9.9287580 0.6364506 9.6532448 8.2437667 3.8843635 6.4819269 9.2892814 8.3506820 NA 4.4944156 9.5686512 2.8063653 9.1580368 11.0912498 7.7605576 3.3368832 11.3589963 9.8237885 9.2326262 13.5257502 11.2176370 8.7887213 10.8908745 NA 16.1259551 0.6364506 7.2213986 10.5350378 5.7238998 7.0958685 9.0542890 7.1910256 3.0958738 10.7849130 9.7621470 11.6406569 2.9583601 4.2802957 9.6364365 1.9583601 8.0876474 8.0373158 9.5418234 5.7025246 5.3913244 14.3920021 6.4308523 8.3643571 7.3229367 8.7887213 10.2682683 7.9078995 10.8354953 9.2157524 12.1939001 NA 6.4437906 14.2393092 11.1871832 NA 12.0282170 8.1833307 10.9578009 1.2213822 9.1162166 7.3643571 11.1857398 7.8843641 4.9218409 9.1162166 8.6022208 4.7657204 8.5251798 9.1736549 10.1009821 10.4421803 9.9851645 11.7218259 9.4913048 11.0071238 10.5289792 10.2748723 8.7546768 4.5433288 4.2213976 10.8879188 8.4881856 9.0710646 9.3123934 9.7238993 2.4437923 14.3456818 4.6808307 12.3279618 10.4756402 8.1639133 11.0131045 2.2214131 6.8748412 9.5716015 10.4275993 10.5928125 5.1282893 11.4095756 11.5660647 6.2946483 9.8471078 11.3203083 4.4437923 9.4528281 2.8063653 7.5848039 NA NA 10.0511216 12.3044349 8.9287579 8.0244538 9.4345842 6.4046205 7.9447753 6.6917184 5.6137173 12.9723850 9.1322915 7.5848039 10.6753554 11.4637791 10.2604184 10.6441645 9.1755952 11.5774840 8.8961798 9.5068011 9.1060782 12.0912497 1.2213822 7.7185856 10.9102320 11.3562573 7.2874880 8.7136793 10.9143049 7.8063614 10.4445962 8.8580236 9.2712475 10.5121858 8.1202524 NA 1.6364506 8.3334041 6.1910256 9.0876474 10.2316939 8.1948573 10.5949892 2.4437923 10.8536731 8.6917187 8.7937834 9.9413581 3.2213976 3.3368832 8.7836413 4.8843635 5.3643553 1.2213822 7.7238991 3.7238971 3.8843635 9.0814512 6.1121705 5.8652557 8.7370986 7.6098177 -0.3636422 5.4944188 10.8525759 9.8902839 11.4713025 10.8471078 12.1335398 10.5978861 9.8973560 7.1263648 7.6475520 9.9606170 9.4340980 9.4029654 10.4944174 1.6364506 -0.3636422 10.6172900 7.7708627 9.3455201 10.0005710 9.7305141 8.4756402 11.5282201 12.3472428 5.0287548 10.0298269 6.7956007 11.9258790 10.2428416 NA -0.3636422 NA 7.6698594 1.6364506 10.3167959 6.6917184 8.1599984 10.1852583 11.7804573 8.3123934 8.5305265 3.7238971 -0.3636422 10.3871434 5.4693260 -0.3636422 9.9884798 8.7785434 7.3643571 10.4324760 8.7708627 11.1580369 8.7605576 8.7734274 11.0378493 9.8688573 5.8063602 10.1560727 3.5709486 7.4112237 7.5068011 11.6756982 0.000000 0.000000 0.026373 -0.285250 0.596020 -0.315060 0.345670 0.011261 -0.017391 -0.017391 -0.017391 -0.017391 0.000000 0.000000 0.000000 0.045282 -0.268650 -0.307510 -0.290830 -0.290830 0.024197 -0.285250 -0.301060 -0.648370 -0.626270 -0.626270 0.011261 -0.293360 -0.317510 0.000 0.000 -0.305 -0.305 0.298 0.298 -0.293 -0.299 0.000 0.223 0.223 -0.024 0.300 -0.090 0.279 -0.304 0.274 0.000 0.000 0.302 0.302 -0.314 -0.326 0.306 0.306 -0.269 0.000 -0.285 -0.285 0.603 0.603 -0.301 -0.301 0.323 0.323 -0.638 0.000 -0.301 -0.301 0.000 0.000 0.000 0.000 -0.305 -0.305 0.298 0.298 -0.293 -0.299 0.000 0.223 0.223 -0.024 0.300 -0.090 0.279 -0.304 0.274 0.000 0.000 0.302 0.302 -0.314 -0.326 0.306 0.306 -0.269 0.000 -0.285 -0.285 0.603 0.603 -0.301 -0.301 0.323 0.323 -0.638 0.000 -0.301 -0.301 0.000 0.000 8.522133 12.500236 9.798828 11.030363 7.315917 12.402965 4.095865 3.336883 10.383790 5.062700 13.055607 9.010128 13.110142 11.260386 6.391324 8.228893 10.403793 4.765720 9.999476 12.184777 7.855605 8.642594 10.321720 6.903223 5.826261 11.674670 12.109635 9.550822 9.411223 2.636427 8.167818 4.884363 9.128290 12.175110 10.309745 9.047947 9.710578 6.391324 9.865255 6.903223 4.280296 10.962304 10.610134 8.148189 6.128289 7.437336 12.441979 10.011476 13.832962 9.068749 11.085585 11.158527 16.437564 11.351540 13.627515 10.578951 4.028755 11.870655 9.565695 10.418616 8.949319 7.584804 8.838560 10.655332 9.707899 11.131792 6.144232 8.037316 14.559916 10.961742 9.486623 7.821312 9.656027 NA 10.352398 1.221382 12.163669 10.686945 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 1755 kidney stage iii t3a n0 m0 female 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 3 4 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 1.872735e-06 4.855239e-07 -1.4611639 9.9361353 9.9020350 10.3451422 8.0167537 NA 10.3411078 7.4678101 -0.4609653 2.4274989 6.3398945 9.0926248 10.3030376 9.4116703 11.7993269 10.6138059 9.0849253 11.7311341 12.3255713 6.8609231 9.8981958 9.9573752 8.3350352 8.5262594 7.5162752 9.4458860 11.2895872 4.7089211 NA 10.2605218 10.0467901 3.9652579 5.8789337 8.3829166 10.1958671 2.1239641 10.1064762 8.8057819 7.0546955 10.8498922 10.6406428 -1.4611639 9.9829749 6.2254967 9.6376854 10.5744818 10.6224747 -1.4611639 8.7533144 2.7869309 10.2972186 8.5488238 1.1239310 10.2104037 3.2793821 8.9850447 8.0955015 -1.4611639 7.8450572 10.2241822 9.0268355 -0.4609653 6.6158106 9.0116863 1.7089376 9.3821314 10.5888439 12.1890374 6.4458856 12.0754405 15.6012418 10.4993594 13.9579021 10.5724184 8.8705281 9.9058640 3.2394286 15.4535557 NA 8.6211445 9.9767474 5.3334130 7.0507476 8.7496667 7.0187755 2.9429461 11.1079016 8.7390235 2.4458856 -1.4611639 4.8243962 10.4185786 4.3718864 8.2184756 7.5942776 9.9323859 5.8877227 7.2219901 13.1746568 7.6264581 8.0388411 9.2972187 7.7940239 10.9704512 7.4608359 10.2065506 7.7605822 11.0012420 NA 5.5389944 13.8017142 9.5219890 NA 12.4055982 8.5018913 9.4807767 5.1088506 8.2787761 7.9075018 12.1261869 7.5502227 5.2394362 9.5333488 9.5861194 NA 8.7654074 8.8461962 9.1710817 10.2711628 10.6050846 11.7665196 9.9248578 10.4708410 9.8710320 10.1093254 9.1495221 3.1239641 9.3726762 9.8904868 8.5613632 9.5115517 10.6067659 9.8433467 6.8518789 13.6482547 7.4931918 12.6385898 8.8255532 9.5874822 9.0368473 3.1239641 7.1719904 10.8382034 10.9961197 9.6023904 6.9053172 12.0303387 10.5439181 8.3891822 9.1756199 10.7120479 2.3463613 8.9167591 7.4124394 5.6264596 -0.4609653 NA 9.4338133 11.1963139 9.4689934 8.2821469 9.4331387 6.2871878 9.5177058 6.1900479 5.8391181 11.6307613 10.1945262 9.0615769 10.7542250 10.7114229 9.0958176 10.0659835 10.4277387 11.7984444 8.9694478 10.3166617 9.7636001 11.0007306 5.3071808 7.9963763 10.5888439 11.5778750 4.7484505 8.3810787 11.1626483 8.9064102 11.1913923 9.0278397 10.4500128 11.4502001 7.3495670 4.4216407 1.5389851 9.3687182 7.5969873 9.9850448 9.3228122 8.7569532 10.3778054 9.0328508 11.0000297 9.1963139 7.5751694 10.1678965 3.5389975 4.3969746 9.3301584 2.1239641 7.7263476 3.6682780 1.3463613 3.3894980 1.8609231 10.0081284 6.5105395 7.2703140 10.5729414 7.3542503 -1.4611639 5.0308481 10.6909633 10.3297512 11.7944666 10.9968892 12.4150326 10.7729146 9.3607694 9.5725767 6.2854429 10.2420338 11.8988822 9.7064135 11.6564762 -0.4609653 0.5390347 9.6151430 8.6785466 8.7774000 10.4537542 9.5446198 8.1972069 14.5140149 13.2348761 5.5276803 9.8932448 7.1765621 11.8106043 9.9552651 -0.4609653 0.8609231 NA 7.8359114 0.5390347 11.4545760 8.6023904 9.4016328 9.9689251 11.5777430 8.3623625 9.5623686 4.6050854 -1.4611639 11.2917942 2.1239641 4.0625535 9.7325207 9.5091012 8.1198946 4.9819394 8.2307391 11.3234257 10.1079015 9.7288200 10.9047711 10.1064191 8.2498018 10.8356249 5.0404366 8.5219890 9.2034427 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 3 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 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 4 0 0 6 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 2.635701e-06 6.936056e-07 NA 10.5636064 8.1089938 10.1363444 7.6684213 0.8166407 9.6590226 8.4831273 NA 3.2442782 3.1386015 8.1135885 8.7265653 5.7355357 12.8433686 9.7511003 8.8624319 9.4659286 10.9510986 3.4016305 9.0285606 10.1764219 8.4855572 7.5815441 8.2175516 9.2218138 14.9440823 5.4890965 NA 8.9803218 9.5005441 2.9865930 5.3244686 12.6376490 9.2079158 3.9041372 11.4140266 8.7235630 7.3480536 11.6390440 10.8124394 -1.1834413 11.1873597 7.2132773 10.8552484 10.3234757 9.5682163 1.6240073 10.0957024 4.5171119 10.4455735 7.8166720 4.3712591 10.5839671 -0.1832774 9.4903788 8.2637556 3.3402347 3.9865930 9.5471425 8.2616874 0.8166407 5.8166714 10.3538907 3.3402347 9.6535117 9.6175722 10.1884489 4.6993129 10.4723059 12.7386062 10.3770052 13.9170882 10.8149101 10.6625544 10.6889624 NA 16.2946677 0.8166407 7.7679573 8.0478933 4.1020786 6.9199597 8.4587240 8.8678813 1.8166816 10.9362619 8.6422990 14.5476200 -1.1834413 3.8610621 9.8180804 1.6240073 9.4405538 8.2387372 9.8881347 7.5947493 6.5715600 14.5028445 7.3903195 7.7385132 7.0598463 8.2196845 12.4136889 8.7310573 11.5943386 8.9714904 11.4941717 NA 8.4295406 15.3024859 9.4081947 2.2761095 9.9427315 7.4165847 10.3170163 3.4016305 10.2250020 8.1498279 10.6013072 7.4569170 6.4460296 8.2944305 9.2014560 4.1386015 9.1520627 8.5223045 8.9928455 10.3140252 8.7355354 12.0450265 8.9536633 11.1714726 9.0622251 10.7019874 8.4918531 4.7939531 NA 10.1238731 8.5682165 9.9407935 9.4332211 9.6256365 3.8166714 14.6229198 11.3662164 8.5682165 8.9407937 7.7591865 10.4717558 4.2429378 4.6993129 10.7705050 9.6862661 9.9740193 5.7474089 11.4468006 11.3019985 9.9206158 9.3014953 11.8714462 4.7708660 10.2208293 3.1386015 4.0645984 -0.1832774 NA 10.6292508 8.2239399 8.7939521 8.5748955 8.6985661 4.2429378 7.8528459 7.4091295 6.1653995 12.4668265 9.3683805 8.6320555 10.7171618 12.9055433 9.9343154 10.7332982 9.8404267 12.8333935 9.3125272 9.2974624 10.5694711 7.9765435 -1.1834413 6.8988214 10.9300889 6.4665749 10.2481699 8.4200019 11.6035545 7.6013073 10.3175141 7.6590226 9.7932364 11.3318793 8.0951216 2.1385851 0.8166407 7.8692403 6.0064978 9.4053870 10.1261487 9.2303003 11.3145241 2.2761095 11.0227160 9.8596995 8.0717010 8.8841067 2.2761095 4.8827604 8.2175516 NA 7.5547646 1.1386179 2.1385851 2.5171245 3.9041372 9.6175722 5.3402347 7.0693381 11.7297655 7.7414845 -0.1832774 3.7708713 10.1459081 10.2539042 11.0382594 10.6094626 11.0184899 9.5889868 7.8138517 7.1649140 5.0315761 10.5815439 10.5036105 9.8988213 10.0034056 -0.1832774 -1.1834413 9.9465993 8.7459307 10.1267170 10.1095690 9.4979107 8.3538905 12.3094018 12.8374786 1.4016305 10.6734868 8.1875124 13.8085484 10.2969576 NA 2.4016305 -0.1832774 7.8138517 NA 10.0083732 7.7084563 8.4820081 8.9903494 11.8235243 7.1295550 9.6249045 1.4016305 2.9041372 10.9333411 6.2513006 0.4016305 10.9803220 8.6793098 7.0927962 8.0212432 6.4460296 11.3572847 8.8800674 7.8637960 11.6989332 9.0236867 8.3538905 9.9555839 2.2761095 5.8166714 8.7084559 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 female 2010 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 7 0 0 0 0 3.468028e-08 0 -0.5981511 10.0698716 10.8160297 9.7147560 6.6113259 -0.5981511 9.9106582 7.2819467 NA NA 4.9868341 8.5362993 8.7550197 8.0953601 11.9681650 9.5792926 9.4517215 10.4228530 11.8646309 4.4018762 9.0600844 9.9583791 8.5667802 7.7681956 7.8776062 9.2395009 15.1893420 7.7192854 NA 9.9439376 10.2845161 2.7237988 5.9410312 10.4004634 9.6003181 1.7238206 10.2236470 8.0988406 8.9175729 10.5452562 9.1783061 3.4893374 11.0179623 5.5311569 10.8228859 10.0448273 9.0883735 0.9868114 9.2520598 0.9868114 10.2402892 7.6733359 NA 10.8673272 0.4018489 10.4089003 8.0529245 3.3087686 6.1832324 9.0725292 9.1584294 NA 5.8776068 9.6545385 2.4018762 8.9215092 11.2733933 6.0883727 3.7941871 10.3177076 10.0857449 8.8796313 13.7364257 11.5851983 9.1297935 9.5743006 0.9868114 16.0795927 4.8937262 7.1634243 11.3773628 4.5311569 7.5817821 7.9449047 6.2966905 1.7238206 11.3252005 8.5408615 12.4442164 NA 3.1023054 9.9840151 -0.5981511 8.4813579 8.9679271 10.3734166 5.3087649 6.0017865 13.7487330 6.6964933 9.2520598 7.4131007 7.5414242 11.3378299 7.8776062 11.2579094 9.0795928 11.7640909 -0.5981511 6.1023138 13.5919292 10.2331803 NA 12.1323432 8.5642642 9.6814837 4.7594275 8.4435321 7.8448168 11.3440209 8.0848674 4.1567606 8.8091408 8.5234067 2.2092350 7.2783900 8.6161923 9.9726774 10.9091722 9.9736256 11.8874257 8.8365014 9.8786193 9.3370380 9.8123245 9.0177602 3.6497994 3.4018762 10.2875694 9.7736497 10.1416536 9.9717286 9.4489969 5.1832324 14.6910634 5.3326113 13.9196039 9.0184219 8.4840221 9.3604257 2.7237988 6.7327902 7.6639679 10.1280911 10.2536220 4.0457313 10.7835944 10.5292226 8.3820127 8.6918918 10.7367050 3.6497994 10.0659825 2.9868296 2.8613003 -0.5981511 0.4018489 9.1450245 11.4328849 8.7506011 8.0778299 8.3395116 6.2966905 8.9175729 8.5337300 6.4018728 12.1176206 10.6745028 7.5817821 9.9612501 11.1815924 9.4145115 10.4530820 10.0565090 12.1519519 9.3102656 10.5388641 9.6651422 11.6309922 -0.5981511 7.4242410 10.5855084 7.7069774 2.9868296 9.2324833 10.9244546 7.8897132 10.3443876 9.1005777 10.0618689 10.5362994 7.0312298 1.7238206 NA 7.8937262 5.8448175 8.9905876 9.8102027 9.8613047 10.2645104 3.6497994 11.2512781 9.1617612 6.7417231 9.6987892 0.9868114 4.4893374 7.8155011 8.8006168 4.0457313 0.9868114 6.3905576 5.2598525 2.2092350 10.4578333 4.9254346 6.4352952 8.9116481 6.9096675 -0.5981511 4.7594275 10.7456140 10.4200732 11.3285397 10.9502133 11.0605308 10.7817929 11.5025354 6.9868353 5.3269220 9.8694786 9.6616164 9.9332545 10.6378872 NA NA 9.6234601 8.1229724 9.8396250 11.5292226 9.9688784 9.1766601 10.7605243 12.3951653 1.4018489 9.5792926 7.5578550 14.3223655 10.0017859 NA -0.5981511 NA 6.8856891 4.2598525 12.0344139 6.2845160 8.3473171 10.5674082 10.4283965 7.8365011 9.2520598 4.7941923 0.9868114 11.0211760 2.2092350 3.2092350 10.7472783 9.1799501 6.8613041 5.2092272 7.9487673 11.4813578 8.4489971 8.4866814 11.1580124 9.0092033 7.2027733 9.6779974 3.7941871 6.9641156 8.4270127 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 male 2010 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 3.468028e-08 0 -0.95987908 10.64385619 9.61765865 9.71882995 7.96207063 NA 10.78001049 6.89914300 0.04026122 2.48382867 6.80178077 8.26423146 10.51444275 9.94335847 11.91751399 9.94862246 9.77578590 11.73502302 12.29909028 5.48317408 10.30232465 10.34001029 9.87628026 9.50579627 7.34856883 8.85240716 12.43938092 6.78169674 NA 10.48576210 10.39061664 4.59481724 6.08484240 8.64940852 9.57258579 -0.95987908 10.67821314 8.92592615 6.24968236 10.07777681 11.19092913 -0.95987908 8.75790632 3.62518865 10.64107199 10.10092576 10.54455233 NA 8.47068246 1.84759610 10.68588830 7.86677819 NA 10.55486499 1.49968009 9.14482850 8.26904858 1.84759610 6.79511755 9.77070006 8.66228171 -0.95987908 7.63268700 8.50987158 1.04026122 9.62894452 11.76815028 6.72673042 5.69844076 10.72831842 9.89041675 10.13562683 13.65677869 10.81707407 8.68939632 10.16564329 1.62517696 15.47929776 0.04026122 8.20262097 8.76474357 5.65493957 7.86677819 8.33714598 5.14875518 3.56065382 11.49298587 9.28114044 -0.95987908 1.04026122 2.36216126 10.03882025 1.62517696 8.15136569 8.05703809 10.18425066 6.13826156 6.60247173 13.09864444 6.81501689 8.86836638 9.32794218 9.04585438 10.78150299 8.08462399 10.31460805 8.51393560 11.54752897 NA 2.04022615 14.73602905 8.72848007 NA 11.81192565 9.07502876 10.53907901 5.99442585 8.39116882 7.81501689 10.95087254 7.43683478 5.54802349 8.48524487 9.01750969 -0.95987908 8.57938873 8.73545821 9.52605922 10.47277175 10.26844726 11.51988885 9.88885282 10.52806989 9.50068575 10.65953278 10.18964038 1.36216126 3.12769931 9.67504086 9.54107163 8.46462702 10.56133950 9.88258024 7.67685412 14.17248857 8.88415098 12.80924117 9.64385619 8.34401045 9.79761987 4.08462558 7.48731269 10.06675332 10.44057562 9.63735122 5.71265630 11.20096479 10.89197891 9.13166510 9.54405565 10.66411133 3.62518865 9.22967155 2.21013946 2.49965458 1.36216126 1.84759610 10.13760355 11.50145348 9.36441047 8.29997313 10.48747841 7.12769312 9.65125462 6.07365317 5.23005311 11.76261047 9.74586219 8.20513686 11.00637475 11.28607959 9.46820268 10.30818690 9.31169292 11.77154889 8.91828068 10.01105474 10.52454926 10.44324185 1.36216126 8.34401045 10.88336574 9.84107320 2.62520034 8.14870180 10.93845334 9.23867486 10.46544570 8.96355735 10.07502876 10.89353938 7.00023217 1.36216126 2.36216126 8.29052808 6.46649498 10.04304492 10.32851921 8.35990195 10.91943014 7.90131705 10.74386524 9.07914874 7.99733193 10.06259760 1.04026122 5.14875518 8.88415098 2.36216126 7.69128150 2.84757606 5.87311924 4.59481724 3.12769931 9.85721343 6.91674653 7.13298701 10.14810080 7.45191003 0.62517696 5.97096636 10.66365416 10.26664203 11.93106409 11.11637736 12.48083952 10.50885388 7.03458330 9.21245723 5.94688055 10.26664203 11.09279790 9.77493939 11.58688317 -0.95987908 1.62517696 10.11637736 8.44537123 9.09415582 9.90673610 9.95610923 6.91059476 12.47863186 13.99419890 1.36216126 10.61150844 8.37745045 12.87361412 9.71177089 -0.95987908 -0.95987908 NA 8.06259774 -0.95987908 11.45519779 7.82486457 10.12835553 11.06329112 10.90286724 8.82649955 8.61537179 5.66958525 0.62517696 10.82690785 1.84759610 3.04022615 9.32909601 9.57063616 7.52806960 5.12769105 7.82486457 10.87391061 10.15981950 9.96578428 10.45755500 9.97680897 7.42824710 10.51899948 5.20191610 7.90750842 8.30232454 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 1778 kidney stage iii t3a nx m0 male 2010 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 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 1.768694e-06 5.895648e-07 1.4658700 10.2022880 9.1151423 9.8300208 7.3847492 1.4658700 10.3269730 7.5626538 -0.5340778 3.0675871 6.1097429 8.2635476 10.4517280 9.4010512 11.7431735 10.0546008 8.2796672 11.3810186 13.0148284 7.9375616 9.5427017 10.3742787 8.3667528 8.4084007 7.3424027 9.3576699 13.6292213 6.9497018 NA 10.9390845 10.2182668 4.0508499 6.2076235 10.8062926 9.8517484 3.9894479 10.8837386 9.0395332 5.8057361 10.5061759 10.1567571 NA 9.9537262 6.5102800 10.4559901 10.5809297 10.0147080 NA 8.4574080 3.0508499 10.4826943 8.0166328 NA 10.7163918 -0.5340778 8.2924344 8.0769107 0.4659222 6.2603023 9.4403007 8.4316702 NA 6.2340701 8.5691740 1.7878086 9.5874196 10.8040653 9.9098656 5.2207749 10.9175609 13.9750425 10.6345582 14.4072089 10.8256356 9.3238670 11.0648690 0.4659222 14.5044622 NA 8.2537889 8.7326725 5.8234386 7.4826942 8.5559986 5.5951694 4.0964052 11.0295590 9.3345853 7.6003121 0.4659222 1.7878086 10.1963562 3.8581999 7.7968028 8.1697897 10.0555372 5.3966219 6.7878138 14.0262786 7.4545707 8.5075453 10.5626012 7.5427015 11.8339614 10.1869853 10.1784131 8.0915951 11.4080340 NA 4.1097450 14.8134383 8.5480350 NA 10.6655584 9.0546008 10.3082364 3.9894479 8.7161846 7.2472459 10.6765574 6.8837381 3.5533482 8.4965534 9.0934199 NA 10.1628536 8.6850547 9.4965532 11.2864640 9.7102499 11.3276011 9.7719478 10.6445510 10.2174302 10.6716793 9.4527095 2.7878086 -0.5340778 10.3795235 9.6092693 8.1453662 10.4531501 9.4229881 7.6257578 14.7425921 4.6753417 10.6489011 9.1886937 7.5744104 9.8973837 4.0508499 7.4715110 11.0489688 10.4588244 9.6971073 4.7512870 12.0989676 11.3727767 8.6282775 10.0915950 10.9441501 1.7878086 9.6053351 5.8752763 2.0508499 0.4659222 1.4658700 10.3500566 9.2940226 8.8300208 9.0185552 10.5912027 6.7968028 10.6067158 6.5102800 7.5157345 11.5500301 9.7844289 8.3847492 11.3947745 11.3610827 9.4269306 10.4367110 9.6667846 11.8275558 9.3050898 9.4574080 9.7326727 10.9036382 1.4658700 8.2472459 10.4903333 9.1265416 4.8234386 6.7559971 10.8371182 9.2124003 10.6181709 6.9815855 10.3074504 11.6710684 8.3485290 2.0508499 3.0508499 8.6054373 6.4431657 10.0185552 9.5413652 8.6433057 10.7173685 5.6753389 11.1652243 9.3561504 7.8322084 11.0185552 3.0508499 5.3238672 8.7489744 NA 7.1523863 3.7138168 3.8581999 3.8581999 NA 9.9466763 6.4882547 7.2667856 11.3727541 8.2177314 -0.5340778 5.5951694 10.8784559 10.3113762 11.9222405 11.2069317 12.2153365 10.1294442 7.3300725 8.3362508 6.0692167 10.5763694 12.2199385 10.0414253 11.3180254 NA 0.4659222 10.1312220 8.7605067 8.6232330 10.4142533 10.4135230 7.3238672 12.8387511 13.8584048 3.3727711 10.5360070 8.1185876 12.3654318 10.6880773 -0.5340778 NA NA 7.9294105 NA 11.7696668 7.1732454 9.8539034 10.6789903 11.5336565 8.4200823 8.6400627 5.5533482 1.0508151 10.7431735 2.7878086 2.7878086 9.5639181 9.3223117 6.7968028 7.6054373 8.3576699 11.1886936 10.2039783 9.3035141 10.5802791 10.1619843 7.9170969 11.7001048 4.4658831 7.7650938 8.4025239 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 male 2001 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 3 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 1.595293e-06 2.080817e-07 NA 10.60229448 8.98251992 9.89475123 7.77441151 -1.54287854 10.13471881 8.60291855 -0.54308874 2.99180752 5.72378516 8.34574232 10.18023341 8.48075345 12.47624234 10.42025648 8.28354772 10.36651718 12.09803478 4.96479599 10.37101045 10.37325179 9.01158788 8.79015460 7.07170905 8.88849669 13.45506061 7.08270791 NA 10.36726709 10.36050442 4.23835888 6.19860023 9.28275300 9.77779974 6.33964160 11.51532916 9.33887786 8.15048606 10.85841203 11.57918001 -0.54308874 11.02424224 5.52308830 10.18364307 11.56748242 10.66340306 NA 8.45558943 5.18491897 10.91566206 7.69540370 -1.54287854 10.43991782 0.04194383 9.51185443 8.02875202 -0.54308874 5.47936639 9.82113379 8.78117969 1.45701636 7.12233519 9.53180953 3.54446066 9.52577742 10.31731017 9.66584308 4.70492728 11.01319138 11.52493759 10.80545063 13.76045883 10.64125465 8.90511529 10.46262363 0.45701636 16.34648526 0.45701636 8.39510865 9.07721896 5.28988978 7.61939027 8.21522234 8.37735197 2.52566801 11.31886148 9.21958045 2.36389995 NA 1.04194383 9.76533815 0.04194383 8.95883630 8.38329518 10.33236456 7.36689218 6.81014615 13.64531752 7.13647954 8.77441184 8.91129850 8.23013815 10.44096538 8.22187080 10.52106821 8.63192495 11.43660297 NA 7.01924155 15.17803154 9.56290770 -0.54308874 11.15852222 8.67374509 10.17210318 4.99615822 8.36689218 7.82986414 10.95360326 6.28354772 5.44568367 8.48628639 8.99518798 -0.54308874 9.24571741 8.75849540 9.47450358 9.95035424 9.54180752 11.63173761 9.81619968 11.25263297 9.64373247 10.84043341 9.29710037 3.26435627 2.84931877 10.50922751 9.01541979 8.52443358 10.20477250 9.61118437 5.47936639 13.56943863 7.69301365 11.14065169 9.89266940 7.59655057 9.47658988 4.38773475 7.11877707 10.89734927 10.43463678 10.00726489 5.54446066 11.28802720 11.17338994 8.89786814 8.81235029 10.84555466 3.50138819 9.73408313 5.01158956 3.70492728 -0.54308874 0.04194383 9.15483557 10.20267349 9.29067989 7.89371046 10.10752141 7.33658243 9.11431757 7.22187032 5.49778160 12.32900059 9.38625763 7.96082502 10.58176663 11.57106677 9.48017119 10.57399277 9.57269303 11.83000019 9.21188659 9.85734486 9.11788643 9.22021143 0.77896548 7.94081511 11.02685475 9.98802467 8.59782873 7.87990483 11.25628076 8.88011490 10.39767977 8.25951543 10.09317060 11.22848858 8.64558783 0.77896548 0.77896548 9.07170905 6.27717765 10.02922565 9.80240440 8.75735167 11.41391972 5.38773475 10.90944888 9.31342454 8.26113022 10.08270791 2.36389995 4.66644984 8.95684512 -0.54308874 8.04571380 1.26435627 2.36389995 4.28988609 3.04196135 10.21730319 6.55503080 7.45417836 10.30334753 6.90052269 0.45701636 5.79684950 10.73979799 10.61403020 11.29954592 10.99712718 11.63721911 9.93222583 7.88116536 8.27705023 6.19136919 10.89266940 11.24490168 9.81179949 10.57788498 3.81455042 NA 10.04992327 8.60038239 9.19509139 10.51566742 10.04758624 7.75391536 12.62848869 14.45375946 4.98056004 11.35389908 8.26996259 13.21777103 10.63348398 -1.54287854 2.26435627 -1.54287854 7.59399011 1.45701636 10.77273462 6.99227446 9.36313822 10.03301106 11.64774977 8.32118537 8.80186095 4.72378789 2.04197886 10.57691293 2.91643843 3.50138819 9.78511305 9.28830642 7.20854360 4.83203933 8.10085521 11.12411065 9.51431403 8.50684786 11.14415608 9.50344117 8.31653407 10.97466854 4.60674424 7.20854360 8.47797921 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 male 2001 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 4 4 1 1 1 3 2 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.49698e-06 9.363676e-07 0.6599246 10.0586562 9.7402859 9.5837351 8.2523698 2.0749506 11.1703470 7.7451815 1.0749164 2.2999187 6.7960487 8.9621707 10.7425052 10.3747304 11.2657007 9.9235729 9.8847182 11.4991163 12.5826208 7.7579446 10.0812761 10.6781127 8.4258894 8.9530009 9.0450560 9.5718038 11.5975315 6.8431347 0.0749164 10.6155624 10.5095783 4.0291436 6.6748631 9.0189298 9.5343817 3.8298394 10.2183333 8.1860855 7.8464394 10.7874770 9.6988316 0.0749164 9.8264941 5.5506822 10.6266583 10.0421763 10.6476503 2.0749506 8.7420615 1.3968719 10.2189709 8.2892692 -0.9249466 10.3678468 1.3968719 8.2348213 8.4036248 0.6599246 7.1083729 9.5747960 8.4822179 0.6599246 6.7402854 8.6429062 4.2448718 9.7215087 11.6804295 6.6063312 5.4499905 10.4640167 13.0911490 9.8879294 13.7403415 10.4198007 9.6237720 10.5652996 0.0749164 15.4037126 0.6599246 8.6692745 9.8037209 5.9938125 7.8298375 9.0805745 7.0174643 4.0722430 10.8774664 9.6457924 7.0407347 -0.9249466 2.6599017 10.1275181 -0.9249466 8.0378462 8.3487454 10.3079705 6.9514666 6.2548586 13.2661635 6.8563097 8.2672427 8.9863421 10.1782378 11.0631092 7.4715549 10.6247347 8.6822804 10.5562450 -0.9249466 5.3603537 14.5654249 8.3787310 NA 10.3735855 9.4790272 11.2262838 3.0749506 7.6970016 7.4758291 11.1342945 7.8197838 6.0861766 9.3464131 9.4269935 1.6599246 8.4843408 8.3580384 9.2672429 11.4613514 10.4075461 11.6934044 9.9990202 10.2035888 9.7588218 10.4505326 9.9756885 2.6599017 0.0749164 9.9682516 9.5607793 8.7723172 10.3615078 9.8782740 5.5985111 15.1362790 6.7823090 13.1605885 10.2074497 6.8887311 10.2080923 4.5012162 8.1808585 9.7658210 10.3440767 9.8214644 2.3968719 11.1496167 11.0675344 7.4629676 9.5936033 10.8661129 4.1624115 9.0139415 5.7891945 4.6599131 NA 0.6599246 11.0225870 11.0443365 9.1056171 8.9078401 10.6055417 7.5747956 10.3370449 7.0464932 7.0917580 11.7469333 9.5364295 7.6141091 10.8489134 11.4742279 9.7924036 10.5708051 10.1234369 12.0798727 9.0507980 9.8530272 10.4291994 9.4170246 2.8823105 7.7509073 10.3475798 11.7609865 3.7188109 8.6655370 10.3031675 9.2610644 10.5389852 7.6896598 10.2504995 11.0504398 8.1464124 0.0749164 1.6599246 7.7960493 5.7043076 9.3557209 9.8340059 8.5807617 10.5168568 7.0579441 10.8985561 8.9591207 7.5985119 9.8587668 2.3968719 5.6448052 8.2042332 0.0749164 8.7719176 2.9818344 2.9818344 4.6599131 3.7753877 9.3475797 6.2246963 7.6822804 10.0714235 7.6311494 1.6599246 6.7753904 10.8155741 10.4019412 12.1953499 11.1329418 12.4800915 11.0403736 7.2844031 8.6360471 6.2594288 10.2807433 11.2173763 10.1504292 11.3258405 0.0749164 NA 9.8489133 7.8062693 9.4368939 9.5658009 10.0203939 6.8887311 12.6849367 13.5441467 6.2145018 10.7083994 8.2310330 12.0891449 10.1342945 -0.9249466 0.6599246 0.0749164 8.0721294 -0.9249466 12.4540603 6.3510753 9.7322685 11.5212580 10.9050691 7.4629676 9.1138690 6.1083739 1.3968719 10.7362828 3.3968719 2.3968719 9.1847806 8.8935321 7.8693662 5.1193437 8.2246973 10.9364247 10.0042084 9.7814461 10.5587658 9.7658210 7.1624125 11.0005045 4.0955447 7.5137418 8.3370447 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 male 2001 18 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.421892e-06 5.202042e-07 -0.5523679 10.6564670 10.1419808 9.7387937 7.1411098 1.0325946 11.0883198 8.1005756 NA 2.0682237 7.2025108 8.1789422 10.5324313 9.4105190 12.0491616 10.6698141 8.4249028 11.3233723 12.8514339 4.5359347 8.2158072 10.2050129 7.5769060 8.0022119 7.9526801 9.3102604 11.1763938 5.3302644 NA 9.8237482 10.4961098 2.2549870 6.1755426 8.9790044 9.7295529 0.4476321 10.2182868 9.2124944 13.6426875 10.3118090 8.1271029 1.0325946 10.8654755 5.8905659 9.8084700 10.7824548 10.1670118 NA 8.2899732 3.6955485 10.4574516 8.0250515 NA 10.4384360 NA 9.3595690 8.1618685 1.7695602 6.0174788 9.6137860 9.5807651 NA 6.0022119 9.7774192 2.0325946 9.5377354 10.7963511 5.6374480 5.2025118 7.3721982 13.8052437 9.9464721 13.8789899 9.7684235 8.8548908 9.3469799 0.4476321 14.3558748 1.7695602 8.2091741 6.1480616 5.5769060 7.3056040 8.9374709 8.2931129 4.5414343 10.8895297 7.6555157 NA NA 5.0623333 10.0447444 NA 8.8527645 7.7330248 9.6607272 6.6374480 6.7963512 13.8344285 6.5769060 9.4320414 7.2678017 7.7695509 10.5142235 9.4348869 10.5646166 8.6150410 12.8218474 -0.5523679 6.3056040 14.7496542 11.0070000 1.7695602 10.8324067 9.3739190 11.2903661 1.7695602 9.1755433 7.2224105 10.8469008 6.7237469 5.6175483 8.0842477 9.0751569 1.7695602 9.0896745 8.4448025 9.7930282 10.6961436 10.4227544 11.0906358 10.8221191 11.0792548 10.2477139 10.6049699 9.7497020 3.4476189 2.0325946 10.1393664 10.1601499 8.4121371 10.1882470 9.5846140 6.3783608 14.6871096 5.4249019 5.1755446 8.5794800 5.3545121 10.8188550 4.4476255 7.4476230 11.9719198 10.2108353 10.1349987 2.9070637 11.3249071 11.5123657 7.4920174 8.7283937 10.3087098 2.4476321 10.0721168 6.2420384 12.5316008 NA 0.4476321 11.0591089 9.5311023 8.8485025 8.8864148 11.0021111 6.1058352 11.5433496 7.1480627 5.3545121 12.3042430 9.5858947 8.0060438 10.0815263 11.2232332 10.0391452 10.3827880 9.4920170 12.4370174 9.1076188 9.1549821 10.4003642 12.7711000 5.7144104 8.2355256 10.8383293 7.7397604 3.2549719 7.6690650 10.4105190 9.7295529 11.0964299 10.9524419 9.8998641 10.9050038 9.5781934 1.7695602 1.0325946 10.3776210 5.5973703 9.6362117 9.9162470 8.2387859 10.8628365 3.3545086 11.2478393 9.5324313 9.3989076 9.4320414 2.0325946 4.8051738 8.4727623 -0.5523679 4.5350887 2.6175571 1.7695602 3.1480555 3.6955485 10.8527644 5.8738870 6.9867818 11.0531024 7.3623664 1.0325946 7.0022119 10.9949995 10.1147345 11.4848267 10.6770426 12.2238503 10.3149017 7.8654753 8.3410153 5.4230705 10.5929183 11.4490311 10.4581511 10.3348435 2.4476321 NA 9.8095667 8.3959903 9.2501392 9.9594941 10.3179877 7.6907970 11.8221191 12.5189177 10.6368298 9.0060435 8.3661880 10.0335243 9.6764416 1.4476321 NA NA 7.9111475 2.0325946 11.8856402 6.2805128 9.8770296 11.7231655 11.4295469 6.9314384 8.1395058 5.7330262 3.3545086 10.1480627 3.8399394 NA 10.0815263 10.5271077 6.9790044 3.5350825 7.8738876 11.1622977 9.2868266 8.2773455 10.0923806 10.1292479 6.8905659 11.8004940 4.0540670 7.5613651 8.8442278 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 male 2001 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 3 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 1.560613e-06 5.895648e-07 -1.2283679 10.1417855 9.9503079 9.4590186 7.7082811 NA 9.8091900 8.1431801 0.7716321 0.1390765 5.7940103 8.7388691 9.9060694 9.0946979 11.5660589 10.2749719 9.2784464 11.2724800 12.2485158 5.6542866 9.5373434 10.2634961 7.7631652 9.2863570 7.7884515 9.2083546 12.3576618 5.9111954 NA 10.3631654 10.5185771 2.4720718 5.8591049 8.4009998 9.6927402 1.9415571 10.0839587 8.2694947 6.2554592 10.4686106 9.7926229 -1.2283679 10.1401495 5.6171339 10.6789093 9.8597688 9.8782061 -0.2283679 8.4910317 1.7716321 9.9245616 8.4262790 1.3565946 11.0016635 1.0935602 8.4807268 7.8801676 0.3565946 7.7546363 9.0651148 8.4978610 1.3565946 6.7141576 8.6076935 2.4720718 9.7793712 11.1258924 8.9737668 5.5530041 11.0578485 11.9657843 9.8970564 14.2461729 10.2166578 8.6202660 10.3798978 -0.2283679 15.7602057 NA 8.5997793 10.6237824 4.6785339 7.2952051 8.9047851 6.9515517 3.0607392 11.5447822 7.5968882 6.2714892 1.7716321 -0.2283679 9.9396884 2.9415759 7.6875227 7.9835312 10.4055464 6.5198359 6.5198359 14.0146310 7.0004620 7.9932300 9.3808219 8.4598935 11.1172700 7.7316449 10.3946100 8.4334210 11.8238715 NA 4.2634927 14.2559939 8.8591058 NA 12.5211983 8.1159389 10.0237171 2.3565946 8.9352927 7.5822150 10.8521275 8.2952051 4.5789991 8.9980553 9.1003180 -0.2283679 8.5950101 8.0028639 8.7828701 10.9820100 10.9580668 11.3971738 9.8009303 10.1655697 9.7482071 10.0719956 9.4645549 3.2952087 1.5789870 10.3812835 9.1916031 9.9009261 10.4772754 9.7265663 8.0004615 14.4375896 9.3678328 12.5518752 9.4546376 9.1137177 9.2804281 3.4155018 7.1291954 10.5902252 11.0121363 9.4064542 5.5660601 11.7552246 10.7174526 8.0754241 9.6694885 10.8067858 3.0935771 9.1659448 4.3863557 3.7716426 -0.2283679 -1.2283679 9.0016635 10.6100591 8.8683583 8.6265114 10.4448152 6.9213899 10.7645814 5.5789991 5.5086537 12.0322686 10.3589518 8.9213902 11.6734527 10.9038215 9.3242449 10.4777073 9.6725099 11.8389093 9.0349123 10.7156230 9.5684939 8.2794379 4.3262353 8.3752693 11.0791285 10.6991210 2.5789870 9.7560971 11.1409678 9.0278518 10.4050924 8.9589952 9.8983476 10.9006040 6.7431864 0.3565946 2.4720718 8.5934169 6.8269260 10.4462767 9.9226596 9.3909460 10.5950103 7.3641005 11.0225277 8.6979392 7.3715562 9.7178183 2.4720718 6.1203706 9.4833099 -0.2283679 6.7828698 2.3565946 2.3565946 3.7716426 -0.2283679 10.2659987 7.1159394 6.5918215 9.1852709 7.2376995 -0.2283679 4.7023805 10.6427783 10.5369292 12.1247899 11.2554588 11.5511572 11.4841701 7.9515522 9.2674981 6.7806316 10.2604874 9.9540373 10.0958236 11.3750376 NA -1.2283679 9.9028570 9.0512535 8.9060692 10.2991201 9.4537598 7.4118880 13.9491794 14.2796235 1.7716321 10.6523745 8.2733807 12.5746642 10.2000032 NA 1.5789870 -1.2283679 7.3146748 NA 11.6378092 8.0913153 9.5472534 10.5993827 11.1997415 7.6845326 8.9326866 4.7489227 1.0935602 10.9691669 3.8160364 2.4720718 9.2544509 9.2902963 6.6845326 5.4154984 8.4686106 11.0028642 9.6558135 9.1831540 11.1504798 9.4671238 7.6265114 11.5904249 4.6542866 8.1703868 8.4910317 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 male 2001 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 5 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 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 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 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 1.734014e-06 6.589254e-07 NA 10.9746959 9.9376231 9.7638431 8.8346098 NA 10.5549991 8.8593959 -1.4449692 4.4334803 5.9896272 8.2203348 9.3735812 8.6237773 12.4219882 10.7457497 8.0726686 11.2506624 12.0350319 6.0548441 11.0900313 10.2357981 10.1586255 9.5557032 7.8564952 9.2291913 14.7840619 5.5884208 NA 9.9451680 9.8981848 4.8217867 6.7838181 8.9979427 9.7509863 3.3623577 11.9075943 8.9875409 7.8170937 10.9273200 12.1366704 NA 10.0533496 6.3429014 9.7650616 10.1920768 9.8769271 -1.4449692 8.6817037 5.2132112 11.0917320 7.4827773 1.1399933 10.6181076 0.5550308 9.7647570 8.7993629 4.4376406 6.0785607 10.2537037 8.9430164 2.0144267 6.8170937 10.0307325 6.3098874 8.8712806 10.4445030 9.3526606 3.8029273 10.1085804 12.4154071 9.9569451 13.7229660 11.2578211 9.3445327 9.7540579 1.7249122 15.4949570 2.0144267 7.5379925 8.9451681 5.5091954 7.2795131 8.1437138 7.8194415 2.5550063 11.0157109 9.3636416 9.7693182 3.8769294 2.5550063 9.6745886 -0.4449692 8.9037273 8.5077403 10.2073959 6.6264610 7.0627941 12.5506779 7.3363584 9.2709610 8.2930913 8.5911726 10.9290034 7.8836740 10.6810582 8.3973495 11.6102815 0.5550308 9.2203350 13.7083136 9.6007587 3.5549940 9.3807528 8.2519666 9.9958682 4.1988556 9.0276899 7.9408615 10.9994964 8.0647740 6.2760983 9.3115553 8.6894253 1.3623296 8.2042552 8.7777938 9.8223710 10.9542770 9.7796038 12.3898602 9.0103264 10.8923422 9.5279789 10.5011743 9.6499939 4.8948469 0.5550308 9.8035196 9.0618024 9.0309452 10.2313970 10.1544470 2.2554403 14.1984607 4.8217867 9.8859160 9.0618024 9.0347794 9.5322790 5.0941558 7.5745897 10.8311235 10.6929508 9.5301305 7.2726755 11.2179522 11.0493547 9.9891059 9.5408410 10.9943105 2.0144267 9.8466878 4.2554403 7.6919905 1.1399933 0.1399933 10.8783354 9.0428391 9.5731992 8.0706990 9.5915093 5.6102808 8.4528446 7.0548452 5.8678816 11.3269012 9.2981506 8.4857363 10.7438970 11.6343172 9.2886331 10.0246409 9.9989786 11.4873984 9.4768400 9.2981506 9.6156949 11.0613067 7.0062105 8.2274244 10.7765862 7.5703028 4.9473155 7.2112809 10.6907083 8.4603863 10.5884220 9.0528509 10.2589026 10.9174909 8.9311246 2.3623577 -0.4449692 8.1861762 6.8496203 9.7199059 10.4794405 8.8100275 10.5952888 5.4129813 10.8281915 9.4384060 8.4812949 10.3542807 1.3623296 4.9979427 8.6464345 -0.4449692 5.1248533 2.9473108 3.5549940 3.4618952 4.1095862 10.2011077 4.9812636 7.0347792 10.8876902 7.6447143 2.1399606 4.8948469 10.7145551 10.0697132 11.6434561 11.5488220 11.9764065 10.5514726 8.7236712 8.9812639 6.2589033 10.6224334 10.7139242 9.8701486 11.2216669 -1.4449692 0.8769589 10.3429016 8.4960468 9.2221107 10.5426184 9.5835958 7.3198708 12.2608474 12.4544504 3.3623577 9.6523728 7.0959023 12.6681715 10.3631588 -1.4449692 1.1399933 -1.4449692 8.5759790 NA 10.0118976 7.8678823 9.3894700 10.2414996 11.1305383 8.8644753 9.4342377 4.3098892 0.5550308 10.5186177 6.9558789 3.4129847 9.6739401 9.4353479 7.6894257 5.0468533 7.5911730 11.1775085 9.7015678 9.2096352 10.5915162 9.6580704 6.7497555 10.2091876 4.5518420 6.9343773 8.7098172 10.2384323 0.17121000 0.17121000 -0.21193000 -0.31741000 0.05704300 0.25590000 0.32157000 -0.00263220 -0.00110870 -0.01198900 -0.01198900 0.00027728 -0.06963300 0.17121000 0.17121000 0.01754400 -0.21193000 -0.21193000 -0.21193000 -0.21193000 -0.21193000 -0.31741000 0.00000000 -0.32855000 -0.32484000 -0.31354000 -0.00263220 -0.20423000 -0.32726000 0.000 0.000 0.000 0.000 0.315 0.315 -0.204 -0.325 0.000 0.000 0.000 0.000 0.000 -0.240 -0.240 0.000 0.000 0.171 0.171 0.321 0.321 0.000 0.000 0.000 0.000 -0.212 -0.212 0.000 0.000 0.537 0.000 0.000 0.000 0.256 0.256 -0.327 0.000 -0.314 -0.314 0.000 0.000 0.000 0.000 0.000 0.000 0.315 0.315 -0.204 -0.325 0.000 0.000 0.000 0.000 0.000 -0.240 -0.240 0.000 0.000 0.171 0.171 0.321 0.321 0.000 0.000 0.000 0.000 -0.212 -0.212 0.000 0.000 0.537 0.000 0.000 0.000 0.256 0.256 -0.327 0.000 -0.314 -0.314 0.000 0.000 9.373581 12.154447 5.912552 10.130538 8.925686 10.942747 3.764452 5.642462 8.625080 8.523666 12.911795 9.669444 9.822956 10.030616 7.885826 8.175219 9.845018 5.981264 10.693591 11.429404 7.958011 9.150452 10.124442 7.265805 6.921321 10.967569 12.053474 10.452088 10.343717 -1.444969 9.120101 7.074635 10.054347 11.300463 11.516991 8.452845 9.936542 7.473862 9.582905 8.537993 8.437642 10.418024 7.162329 7.143714 7.599393 7.621088 13.484396 10.413757 11.951604 6.705914 11.938163 11.464517 15.616866 11.504643 13.079296 10.827629 2.139961 11.900682 8.319871 11.597684 9.068727 8.485736 9.330609 10.666787 12.300358 11.586699 6.709817 7.762013 14.074012 11.077826 10.579100 7.732418 9.643125 1.724912 10.662216 NA 13.023814 11.741692 10.546875 10.9292235 10.2357981 6.9387033 6.7249244 8.6582868 9.3855143 7.2096347 12.2109456 1.8769196 12.5567591 11.9053858 9.2939358 8.5396168 10.2384323 6.2554384 -0.4449692 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 male 2002 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 3 2 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.525932e-06 2.42762e-07 NA 10.9585921 9.3347296 9.9387110 9.0196230 9.6920482 9.9934420 8.9071572 NA 3.2616361 5.0598874 7.8710181 10.3306214 7.7010936 12.1910593 10.5487955 11.0757237 10.8971819 11.9073320 4.3140729 10.1477388 10.3588005 8.8878920 9.1993443 7.3897346 8.9886699 14.1747313 6.1620670 NA 10.2371463 10.1937005 4.1985963 5.8617098 8.4852276 9.6108100 1.0990258 11.6864330 9.5330898 10.2527903 10.4984115 11.3512159 NA 9.2560433 2.2916920 10.2818064 10.8381146 9.6683704 0.2917214 8.6371077 3.7179670 10.6017470 7.9938753 -1.7083964 10.6194739 -0.1232768 8.3488277 8.2327500 -0.1232768 5.2105642 9.8245453 8.1418890 0.2917214 7.4158237 9.3182258 -0.1232768 10.0191975 10.1558885 10.2194804 6.4864586 10.5953262 11.3614878 10.8890566 13.6668776 10.8544218 8.6468773 10.5716031 5.6045844 16.0891359 NA 8.8172232 9.2239172 5.0730618 7.7613445 7.9409584 6.9570382 3.1551501 11.1716685 8.7668989 1.7511209 -1.7083964 5.3140693 9.8191794 1.7511209 8.6689130 8.1865204 10.6332212 6.2860550 7.1465707 13.2164685 7.6602092 9.1214252 10.0310611 7.4666279 10.1056760 8.4376347 10.3039777 8.6125029 10.9733800 NA 2.0990595 14.9520187 9.6840197 -1.7083964 10.9501370 8.4414495 9.9812636 1.4616333 7.6203775 7.9658945 10.8608460 7.6861650 4.3791635 8.6525496 9.0093788 NA 7.7775315 9.0119467 9.2718419 9.2545983 9.9215143 11.7993831 9.7423982 10.7825533 9.4603746 10.6718929 9.1403957 0.8766446 1.9921521 9.8133028 9.0893639 9.0656986 10.6273719 10.1285418 3.0990595 13.7800447 4.8766643 12.6766884 9.7137671 8.9711825 8.9904069 5.1620690 6.4666288 9.6520008 10.7526702 9.9215143 5.8766643 11.8739267 10.9061822 7.6136304 8.8395610 10.6429177 1.9921521 9.2972077 5.1371920 -1.7083964 0.2917214 -1.7083964 9.8710183 10.5217228 9.4962736 8.0714216 9.8686118 4.9499131 9.3078142 5.8841583 6.0385525 12.8650537 9.6170079 8.6158830 11.2755867 10.9267402 9.3036285 10.1531771 9.6226193 11.4242021 9.4697448 9.9999241 9.7950313 5.7593077 2.6136259 8.3884177 11.0459636 9.5899310 3.0465958 8.2288259 11.2244708 8.5943414 10.7237222 9.6006102 10.5369580 11.0926023 7.5011557 2.1985884 -0.1232768 8.6754067 6.5108702 10.4080464 10.6853610 10.0848993 11.0826617 8.2224399 10.7432561 9.3168420 7.7200623 10.2948689 2.9921339 4.6840220 9.0110911 -1.7083964 7.7242444 1.4616333 2.9355540 4.2458987 1.7511209 10.3661784 6.0664896 6.7593077 11.0126947 6.9518407 -0.1232768 4.9641260 11.1358196 10.3151103 11.3925290 10.7140300 11.4592774 10.3641700 7.5931984 8.0926023 6.5588630 10.6751367 11.5314501 10.1593672 10.9639067 -1.7083964 -0.7083964 9.9091699 8.7449731 8.9382611 10.5253221 9.7221550 7.5863234 14.3280263 13.4705617 3.0990595 11.6318307 7.5770587 13.2470345 10.4870746 3.5771025 2.2916920 0.8766446 7.3057225 NA 9.9969288 7.6689126 9.7330904 10.2909977 11.4195355 8.9685409 8.9714729 4.6492533 NA 10.6329432 2.1985884 1.8766839 9.4357232 9.4093455 7.8191796 4.7994966 7.7552268 11.3471543 9.7562481 9.1489059 10.8269777 9.7786681 9.1434513 11.3496941 4.9971253 7.3604810 8.8395610 10.0012170 0.00513590 -0.00138580 0.00372160 0.00249690 -0.00369010 0.01586600 0.00041593 -0.00954260 -0.01945200 -0.01945200 -0.01945200 -0.01945200 -0.00394840 -0.00394840 -0.00138580 0.00499690 -0.44620000 -0.44932000 -0.44932000 0.00372160 0.00372160 0.00249690 0.00138680 -0.44307000 0.00255960 -0.00013862 -0.01062300 0.00750000 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 -0.446 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.443 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.446 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.443 0.000 0.000 0.000 0.000 0.000 10.816244 11.522323 9.848208 10.585174 9.849166 10.834734 3.539630 1.099026 7.713599 4.717967 13.106635 9.670788 7.726331 9.216908 8.194876 8.684020 10.464755 7.379165 10.377507 9.268982 8.656931 8.750181 9.716698 7.355097 6.946338 11.369186 12.939554 10.6268135 10.2906453 NA 8.5455499 6.8841595 9.9521441 10.1985930 11.1452069 9.1348383 9.4261287 7.0499259 9.8906853 6.9027272 9.8216209 9.4067460 5.0059479 4.6136318 9.6332212 9.4622534 13.2994305 10.0398952 11.8909179 6.1644082 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 male 2002 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 1 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.317851e-06 6.589254e-07 NA 11.6567733 9.3615598 10.1563950 8.4129881 10.2999064 10.6094874 7.3379831 0.4074071 5.5593450 5.4073629 8.9111894 9.6253213 8.7472135 12.1595351 9.3454729 7.9923260 10.4599317 11.6253213 2.8667893 9.7549850 9.8667952 9.4599316 7.6313655 5.8830978 9.1352840 16.0330867 8.8357239 NA 9.4531233 10.4700843 2.2147154 6.2531043 8.9171387 9.4653554 2.5772959 9.0815559 8.1352840 7.6834880 10.1738925 8.3960481 NA 10.3615599 10.6653406 10.8130369 9.6576620 7.3321762 NA 8.9847924 2.8667893 10.1008505 7.9734178 0.9923334 9.8458228 1.5283713 8.8626907 7.8461554 1.4073528 5.8830978 8.5132720 8.6241093 NA 8.9191163 9.9838480 10.9131752 9.2637891 11.1250400 9.8093098 3.2147154 10.8708522 12.5844716 9.4213841 12.9430035 10.2331174 9.0275834 10.3351415 7.3960481 15.7717206 3.8667992 7.6505377 10.3239895 4.8992143 7.2715499 8.2082636 5.9923266 2.5772959 11.4262592 9.5572123 5.9772181 0.9923334 2.8667893 9.7157026 -0.5927016 8.7627146 8.7405188 9.5417899 3.3142470 5.7111452 13.0973615 7.1622513 8.9348405 5.9465227 10.0220734 10.4763433 7.2653450 10.8749691 8.7157026 10.9638696 NA 4.7292917 14.8756376 10.0257490 2.9923334 10.7905279 9.2291375 9.8409491 3.7996779 8.3673654 7.7157026 10.1446110 7.6834880 3.5772838 9.2497139 9.0202322 3.7292917 9.4435372 7.9230636 9.3513434 10.1437655 10.3579194 11.6803840 8.8749691 10.5520219 9.9052153 10.1846189 8.1528365 2.4073528 6.8336289 9.7802286 8.7494384 9.4561638 10.3939167 9.2402535 4.3142542 13.9078320 6.1216081 13.9452493 9.6301584 8.0439880 10.5443547 1.9923334 6.1887233 8.2838806 9.5872727 10.2915340 4.2147154 11.1292958 11.1155853 11.2098800 6.8082435 11.0082057 2.2147154 10.2163760 3.6552946 4.6168164 0.4074071 1.7292700 9.4269543 11.6517274 8.1318775 8.0109901 8.8988758 9.0146939 8.7270359 5.1622503 6.3916114 11.7883657 10.2042143 8.0183883 11.1597442 10.9942034 9.5327771 10.3180063 9.4171922 11.8803082 9.3832116 10.7253414 9.7100026 5.4948252 NA 7.0294153 11.0793468 9.5257077 6.7382801 8.5013356 11.2005604 8.0330722 10.4808357 10.1138596 9.4734527 10.9676964 7.4626462 2.2147154 -0.5927016 6.4407861 5.7292917 8.9151581 10.1763749 9.7660148 10.7134253 3.7292917 11.0520130 9.6552910 8.1112672 9.4961517 NA 5.3846439 6.8749691 1.7292700 3.2147154 0.4074071 0.9923334 4.5772898 NA 11.0146939 3.4073663 5.5772898 10.0584153 7.4694636 -0.5927016 4.5366435 10.9503954 10.0964880 11.5430729 10.6325710 11.7405189 10.9265084 9.8231053 8.1318775 5.8968095 9.4031307 9.5545685 10.5119623 10.8972115 3.5772838 NA 9.6301584 8.5971881 9.7758700 10.8028977 9.3615598 7.6927661 12.2003572 10.4510745 7.3673658 10.0842022 7.2074224 14.2595517 9.3082305 -0.5927016 NA NA 7.0512198 NA 10.7477700 6.8667955 8.9619523 10.5728987 10.2831129 7.4241722 8.5340682 3.3142470 0.9923334 10.5785404 5.7292917 4.4073663 10.0248311 8.6623921 6.7996805 9.2147186 8.4045430 11.3097387 8.7802287 8.6505377 11.3981767 10.0294153 7.8911792 10.3321761 4.1950011 7.1284625 8.5106514 10.7818597 0.00778040 0.00275550 -0.10500000 -0.00152230 0.13613000 -0.00772400 0.09194100 -0.00018743 -0.01650200 -0.01650200 -0.01650200 -0.01650200 -0.06423800 -0.00359910 0.00750200 0.00069463 -0.24800000 -0.10500000 -0.10500000 -0.10500000 -0.10500000 -0.00152230 0.00125010 0.00194380 -0.24253000 -0.19755000 -0.00018743 0.00277650 -0.23777000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.238 0.000 0.000 0.000 -0.111 -0.111 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.105 -0.105 0.000 0.000 0.000 0.104 0.000 0.000 0.000 0.000 0.000 0.000 -0.198 -0.198 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.238 0.000 0.000 0.000 -0.111 -0.111 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.105 -0.105 0.000 0.000 0.000 0.104 0.000 0.000 0.000 0.000 0.000 0.000 -0.198 -0.198 0.000 0.000 7.782403 12.075140 9.357190 9.974369 6.946523 11.307476 5.833629 2.214715 9.031245 7.764915 12.662245 9.868945 11.815162 12.056278 7.542663 8.846155 9.974369 3.930927 9.971513 11.313503 7.592239 8.783076 10.213784 6.961952 7.051220 11.538256 11.759131 9.4297314 9.9012190 NA 8.0619997 5.6741499 9.3454729 11.3971128 10.9017192 7.3440011 9.0868437 6.2777282 9.6541041 7.4407870 7.9847921 10.0156184 7.7780508 3.9923243 6.8503069 8.7714984 12.6952202 9.4653554 12.9629113 6.8440755 13.3733282 10.9002182 15.6113615 10.8876489 13.7705401 10.8336283 0.9923334 11.7563683 9.3142542 10.6898729 9.1335818 8.0183883 8.7910678 10.2792688 10.2707755 10.9937295 6.0655745 7.3082307 13.9424548 10.7791402 8.9210911 7.4841792 10.5113070 -0.5927016 10.5027606 -0.5927016 12.1763749 10.9017692 10.6100996 9.741637 9.866795 4.577290 5.577290 8.977219 8.338101 7.602121 11.240574 3.314247 13.489013 12.664751 8.899217 8.739132 10.080673 2.407353 NA 9.277728 5.162250 8.977219 9.221145 12.539381 12.020002 8.611935 NA 9.862691 7.782403 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 female 2002 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 2 4 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 0 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 6 0 0 0 0 1.456572e-06 4.855239e-07 NA 10.78671152 10.31194013 10.03199901 7.98884428 1.26285406 9.97809607 4.05334597 NA 2.01987979 5.75929434 8.49443361 10.17618637 8.66252882 11.65794457 10.33471497 10.39362395 11.08805551 12.07630719 4.89845991 10.51316797 10.03624423 8.84460817 8.27728880 7.12793965 8.89118494 12.29648918 6.28206351 -1.54456099 9.99224755 10.89300659 3.40971678 5.14201717 8.28206305 9.39141632 0.04054179 10.97318397 9.41043800 4.47788452 10.17447558 10.70522069 -1.54456099 8.47371468 3.31349257 10.65057915 11.28087097 9.42992911 NA 8.34121102 3.04047166 9.99951301 7.86490546 NA 10.75885588 2.66418699 9.33892153 8.26286956 1.26285406 6.47788290 9.48962582 8.31194036 -0.54456099 6.50536379 9.06099417 0.04054179 9.66496791 11.19613863 8.99079011 4.74091677 10.74933682 12.17501039 10.69719990 13.65733223 11.13036894 8.68913419 10.51722332 2.97907416 16.18744348 -1.54456099 8.43136263 10.05635673 5.02536993 7.63044042 8.30726366 5.68433346 2.03808495 11.35184704 7.83906770 0.77745128 NA 4.84783159 9.74091677 2.26288412 7.59762130 8.01393508 10.75672502 6.52697647 6.87757985 13.09383739 7.29156488 8.93327283 8.99370351 8.15074295 10.38203667 7.75243083 10.08122350 9.13147168 11.53516605 NA 1.77745128 14.75963417 9.39215253 NA 11.85599382 8.38772958 9.96677306 3.15595966 8.18683380 7.71290250 11.58608518 7.35033281 2.84783660 8.90156414 9.11818294 -1.54456099 8.29943563 8.46394323 9.30648281 9.94636549 11.10364745 11.20339077 9.82183679 10.41551658 9.46604280 10.40534136 9.61126885 1.45549162 -1.54456099 10.09801760 8.87968096 9.43779513 10.34881611 9.70225530 5.98689554 13.60359393 8.92210090 13.45960338 9.62167773 9.05263597 9.49031360 3.36239975 6.97907645 10.36052549 10.92388410 9.34881622 5.38625224 11.37623964 10.75128353 8.51215221 8.56534508 11.00289116 0.77745128 9.10305407 5.52160358 -1.54456099 0.04054179 -1.54456099 9.25398643 10.91109870 9.19022421 8.27728880 9.86667064 5.48893912 9.14725810 5.94736693 4.66496631 12.05473010 10.84729519 8.31504945 11.58479765 10.71496368 9.21152867 10.50604352 9.62481336 11.54959231 8.99370351 10.39509387 9.66861875 9.14289024 1.45549162 8.37586744 11.31873293 10.48332737 0.77745128 9.62017015 11.37530904 8.84890519 10.56109583 8.86808451 10.27848372 11.48428402 6.84353168 NA 2.70343298 8.47649470 6.51621060 10.34121102 9.68132451 9.51688583 10.43064605 7.94736751 10.71107730 9.30570154 7.23359188 10.13058948 0.04054179 4.86490422 8.97809607 5.02536993 6.71290250 2.54297612 2.04047166 4.01009950 -0.54456099 10.55519113 7.18002848 6.54297767 9.95931055 6.03294276 -1.54456099 5.05542561 10.72434903 10.38255184 11.78978789 11.24504827 11.62120678 10.41406733 7.95735166 8.54424967 6.16700861 10.40095840 11.52697696 10.21207099 11.76043629 -1.54456099 1.26285406 9.76896453 8.66008577 8.91903909 10.82837969 9.76442246 6.77292683 13.38542024 15.41947183 2.04047166 11.21352955 8.46848842 12.24616857 9.53099383 NA 1.04047166 -1.54456099 7.01010398 NA 11.01083472 7.54562711 9.63852968 10.10162329 11.40424684 8.54430300 8.95014031 4.74091677 -0.54456099 10.97367599 2.45551792 1.45549162 9.72872749 9.58994097 7.64286688 4.52160358 7.76839740 11.30276777 9.32664969 9.15421939 11.31466113 9.64141218 7.67951599 10.58125096 4.51534661 7.29471815 8.76839740 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 female 2002 6 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 5 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 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 4 0 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 5 0 0 0 0 1.109769e-06 4.161634e-07 0.55542353 10.98763636 9.19327499 10.06982781 8.55356287 NA 10.42066019 9.98000773 NA 3.95279016 6.04729626 8.31255446 9.90785372 8.99007077 12.34877484 10.48272659 8.68986872 10.73783681 12.11736681 5.21840921 10.90010829 10.46233305 10.14540565 10.12213080 7.66047802 9.11258703 13.62975121 5.69839908 1.77782998 10.52026459 10.39044016 5.52506973 5.67161324 10.73990463 9.47529894 4.05794408 11.50697006 9.63225804 8.16769662 10.36494269 11.42632090 -1.02944080 10.76814147 8.95347362 9.32803197 11.27169033 9.35202289 NA 8.35202312 4.25588590 10.84546135 7.76814131 NA 10.40667102 0.55542353 8.94489445 8.15287448 2.42991050 6.19929936 9.96483338 9.13664308 0.55542353 7.95061946 9.28902267 5.03656927 8.98868014 10.64555486 9.01760378 6.61433587 9.24194288 13.17879055 10.62690487 13.71945896 11.23638798 9.06587708 10.15535535 2.67093095 14.52575811 -0.02958805 8.15038908 9.10747106 5.99284772 7.56666981 7.75183993 8.43195928 3.29241367 11.09201347 9.68989439 8.99423434 NA 3.97047637 9.86983687 0.55542353 8.91152771 8.15287448 10.10362221 7.88635931 7.24660475 12.81567597 7.08942082 9.00527899 8.36708489 7.95632214 10.89964219 9.08161552 10.75224950 8.33461475 10.81753732 0.55542353 6.17015141 14.90373263 9.18115126 1.97048557 9.37880963 8.84084463 10.59801387 8.01213900 8.37349205 7.75838247 11.51857940 7.05794300 5.12022751 8.66570827 8.69157918 5.79065997 8.08422216 9.23609506 9.84776411 10.00596638 9.64025090 11.63373117 9.68901290 11.18297634 9.78586323 10.82105756 9.28102450 5.94775965 3.21840921 9.68558402 9.35310403 8.80517216 10.32362677 10.20768998 2.55544807 13.85903298 7.34551968 10.42734773 8.89825794 7.93048189 10.48124414 5.39674519 7.16523665 10.05993048 10.37668499 10.34931673 6.62153177 11.71741412 10.96129304 10.18419176 10.53462942 10.61298301 4.64290370 9.46839169 3.72537035 3.36279248 -1.02944080 NA 10.47579533 9.66047802 9.97890862 7.84084463 9.84883745 6.80968325 8.66047802 8.28109267 5.66187499 12.04026537 8.45026027 8.44012168 11.14103102 10.70264741 9.30572525 10.28789253 9.71531375 11.58311813 9.15659431 8.26280145 9.81125796 9.56666981 2.87737126 7.47827455 11.21365397 7.45775761 3.61433293 6.77867249 10.81322316 8.69328761 10.99388781 7.86529777 10.13852524 10.95561032 8.03117571 1.77782998 1.55542353 8.25125090 6.67091963 10.03589604 10.42939921 8.76976149 10.96801232 5.72536762 10.62907971 9.14665319 7.69157883 10.31920808 1.97048557 3.92467951 8.87134684 3.49404433 6.24660380 0.97048557 3.82845895 4.49404433 2.29239894 10.01213914 5.23726542 7.17015241 9.87398525 7.20888495 3.14040239 5.75183859 10.83968825 9.77944408 11.48470087 10.89751711 11.91610670 9.84776411 7.26049901 8.87436173 6.04397874 10.36708478 11.01692192 9.89751711 11.54033556 3.36279248 1.77782998 10.51399519 7.55168058 9.39988671 10.63403805 10.40667102 8.13789796 14.44953391 13.02652491 2.87737126 10.87774624 8.35940125 12.49465436 10.12466519 -0.02958805 0.55542353 -0.02958805 7.86529777 2.67093095 9.93627148 7.61072516 9.88859775 10.41704636 12.04328250 8.94632791 8.84701223 5.07900256 2.87737126 10.63047582 3.82845895 1.97048557 9.40093258 9.56200234 7.40927212 6.31032921 7.47827455 11.20529738 9.92103593 9.14415704 10.46032790 9.68558402 8.64995993 10.58702879 4.55544194 6.84699719 8.62869159 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 -0.109 -0.109 0.000 0.000 0.000 0.000 0.106 0.106 0.000 0.000 0.000 0.000 -0.154 0.000 0.000 0.000 0.234 0.234 0.000 0.000 0.000 0.109 -0.172 0.000 -0.110 -0.110 0.000 0.000 -0.114 -0.114 -0.112 -0.112 0.209 0.209 -0.237 -0.245 0.000 0.000 0.000 0.000 0.000 -0.109 -0.109 0.000 0.000 0.000 0.000 0.106 0.106 0.000 0.000 0.000 0.000 -0.154 0.000 0.000 0.000 0.234 0.234 0.000 0.000 0.000 0.109 -0.172 0.000 -0.110 -0.110 0.000 0.000 10.301397 11.674600 9.418596 9.898998 9.628691 9.530813 5.462334 5.865298 8.713631 7.812831 13.795588 9.324399 9.785863 11.342564 7.796997 8.296909 10.160305 6.853124 10.472815 10.966600 7.886359 8.589141 9.990529 7.497957 6.959165 10.186013 12.661351 10.88486514 10.37242609 0.55542353 8.50769833 6.67783942 9.82300955 11.22668866 11.15069992 9.34660526 9.73452216 7.27681487 10.18479912 7.69157883 8.85006335 9.53367625 9.21959352 7.45429600 7.54412754 6.77137986 14.39412117 10.37135945 12.93671502 7.71443924 11.36387045 11.64467225 14.46814473 11.19116059 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 female 2002 NA NA NA kidney clear cell renal carcinoma NA NA asian not hispanic or latino NA NA 3 3 3 2 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 11.2099085 8.9523100 8.4753674 6.6122183 3.0722430 11.1960924 8.1522499 -0.1757617 3.1541619 6.9328407 8.5125659 10.0704625 10.0459028 11.3967791 9.5411352 7.4279422 10.4307210 12.9262914 6.1004395 9.6396990 10.5441324 8.3459161 7.6791838 7.7441920 8.8836602 14.0682335 7.1552321 NA 10.7664636 10.7379531 4.6822980 6.4681711 10.3736191 10.1411629 7.8494551 9.5999260 9.1154864 8.1818678 11.4715493 8.0722430 0.8243198 11.7405684 3.0722430 10.1039263 10.2160964 9.7543138 0.8243198 9.5657828 0.8243198 10.5454149 7.6444944 1.1462642 10.0686795 -0.1757617 8.9519619 9.3692802 2.1462316 6.5792028 9.1235237 9.2970066 1.6316631 5.9117779 9.6428979 1.6316631 9.0981113 11.0790491 5.4092789 4.6056780 9.2579012 13.5976095 9.8829840 13.5924483 9.6799630 10.4348792 9.8673430 1.1462642 15.7742792 2.2837440 6.9689743 9.1496211 5.3161675 7.5488296 9.5134402 8.5590252 3.8839336 10.8257239 10.5514875 1.9942539 0.4092551 3.3478782 10.3908455 -1.1755987 8.5230205 8.4481973 9.9197128 5.3478782 6.1189369 14.2558460 7.0042250 8.2837473 7.3556973 8.5037959 10.8625797 7.7191335 10.5796207 8.9625875 10.9295695 -1.1755987 8.5590252 14.4316171 8.8087342 3.2837440 10.8313430 9.5178026 11.0884651 5.8243147 8.7697595 6.9992413 12.0291925 7.6187313 5.4825256 7.7872117 8.3960683 4.2837440 9.0651070 9.1120281 10.0561370 11.5503210 9.4923143 11.6061201 9.6869530 11.1303774 10.4618463 10.8591147 9.7283406 3.9942448 -1.1755987 10.0893447 9.7528340 8.1619376 10.3380433 9.5488296 4.7312050 14.7444127 5.9432579 9.2421683 9.7850418 6.1906386 11.4265506 3.0722430 7.8850118 10.2166331 9.9954926 10.4726733 2.8243198 10.8161812 11.2563356 7.4573111 7.3517926 10.4573109 6.1004395 10.3146653 NA 7.1641658 -1.1755987 NA 10.2267949 10.1752549 8.6396989 8.9967432 10.0395696 7.0434845 8.9791339 7.2755267 6.1715391 12.6097682 8.3634747 7.2959911 10.3769848 11.3757837 10.1220803 9.8108688 9.2219904 12.8903208 9.0410617 8.6380970 9.9367553 7.9892225 0.4092551 7.2080197 10.4595804 7.3272275 8.6105853 6.5037955 10.6627318 8.4878738 10.4618463 8.5351222 10.0331598 11.0597317 9.9057991 1.8243198 3.1462479 7.9432568 5.3321100 8.8673430 9.7734129 8.8044553 10.7524639 2.4092823 11.2042735 9.3201708 8.9024665 9.7191335 2.5247658 5.0722430 8.2980213 NA 4.9536005 2.4092823 2.7312050 3.9117779 3.8243198 8.9024665 4.7550531 7.2421680 10.3663802 7.3517926 1.8243198 6.8411240 10.9632274 10.1944582 12.0459029 10.6834622 12.9132696 9.7069587 8.1074038 7.1280964 4.9546291 9.5186736 10.4069282 9.5221521 10.3879886 0.8243198 NA 9.9600250 7.3000496 9.2959909 9.6838505 10.6003374 7.5316746 12.1528504 11.9164122 6.3712103 9.5394198 7.6214263 9.9452015 10.0627205 NA NA 0.4092551 7.2547679 1.9942539 10.4582237 5.4967404 8.6284466 10.4172399 11.4807406 7.8299402 8.0579354 5.4092789 2.6316631 9.9024665 8.5825391 1.9942539 10.6187316 8.4699743 7.4390255 8.3380433 8.3712103 10.6977598 9.4932008 8.9328401 10.8281850 9.7822521 6.1280975 10.6532456 4.2837440 8.0911021 7.9638671 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 male 2002 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 3.468028e-08 0 NA 10.1576526 9.8037136 9.3916517 7.4230159 2.8838554 10.4631731 8.6898373 1.2988929 3.2807485 6.4486417 7.4788036 11.5414733 10.0242608 11.9350660 10.4911874 8.7665001 10.1467349 12.6306513 5.5468235 11.6120611 10.8209856 9.0867970 9.7613968 8.6630293 9.0802542 12.6733907 7.2414093 NA 10.7746280 10.4152385 4.6564449 6.5083478 11.4473712 9.3268007 3.3863557 11.0977714 8.8419263 9.5204818 10.8734881 10.1238533 NA 11.3793790 5.8534842 10.0720338 10.7756408 11.2281530 -0.7011071 8.4410016 4.9993326 10.7141082 7.7418384 0.2988929 10.0188652 1.8838554 9.1062494 8.4126367 -0.7011071 4.2530892 9.9526354 8.2761747 0.2988929 7.9571061 9.3115190 4.2530892 9.2588965 10.5963841 8.1845907 4.7583245 10.0054942 13.5129101 11.0475068 13.6750878 10.2988946 9.0454088 10.3909910 0.8838554 14.5507098 -0.7011071 8.1845907 10.3295617 5.5083494 7.7867349 9.0114216 8.5059088 2.6550312 10.6465160 10.7254844 7.8263718 -0.7011071 2.8838554 10.5662665 1.8838554 8.4152385 8.4985668 9.6825989 7.8027206 6.5372992 13.4196994 6.2875794 8.2646790 8.1475173 8.7104056 10.6476006 9.4448267 10.4587660 8.9006655 11.1944699 -0.7011071 7.5325141 15.5163788 9.0369868 3.2988929 9.9588905 9.5656811 10.8096587 6.3757102 8.6026755 7.7209590 11.2974850 6.7746276 5.3212607 8.8399911 8.9209465 0.2988929 8.2384740 8.7501057 9.8687502 10.2487213 8.7542218 11.2814105 9.3582391 10.9915101 10.2974850 10.5958108 9.5426636 3.3863557 1.6208210 9.7857295 8.9958621 8.2733093 10.3923122 9.6619343 4.5083462 14.1807733 4.7583245 10.5022426 9.6793557 5.9713205 11.0945284 4.3432870 7.3432888 10.6055259 9.8782105 10.2690004 4.2530892 10.7118665 11.1138775 9.1584294 9.6901382 10.9875820 4.3432870 9.5062018 1.6208210 1.2988929 0.2988929 NA 11.0575342 10.0336042 9.0736815 8.4152385 11.0937856 7.4021824 9.0045270 7.4126367 5.4700227 12.0639734 8.8106471 7.2646790 10.2530908 11.8431346 10.0062710 10.4294651 10.0695585 11.6370738 8.9318899 8.4021824 9.9651186 10.4918038 1.8838554 7.4887190 10.6879881 8.1684575 8.0199937 7.3847121 11.1654008 8.7603740 10.5192729 8.2117837 10.1278244 11.0323337 9.4048031 -0.7011071 1.2988929 8.2207358 5.3649821 9.1677172 10.1576526 8.0234084 11.3449954 7.4985668 10.9356144 9.0352965 7.9535307 10.0165710 1.8838554 5.2988929 8.8876093 NA 7.0199943 2.7583245 6.0403621 5.1568739 3.2988929 9.2132797 6.9571055 7.5372992 10.6337265 7.6967402 2.1062478 6.5750188 11.1684884 10.4403631 11.5411755 11.0863891 12.2450698 9.5156405 7.8419266 7.1815379 5.3988223 10.4985669 11.6828688 9.2988945 10.5444473 1.8838554 NA 10.1198713 7.8687503 8.9906381 10.0949342 10.6049562 6.5750188 12.0094858 13.0307439 7.5372992 10.1982515 8.2149534 10.8419264 10.3080234 NA 2.8838554 NA 7.0199943 4.9427491 10.5656869 6.0670794 9.4460995 10.6901381 11.3686800 7.9993343 8.8534833 6.6739337 0.8838554 9.8725418 3.8224548 1.8838554 9.7040361 8.9463531 7.2057854 9.7293471 8.0604457 10.8317375 9.9490488 8.9318899 10.1142779 9.7629910 8.9006655 10.5046878 4.9553919 7.3045193 7.4537126 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 male 2002 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 5 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 6 0 0 0 0 2.670382e-06 9.363676e-07 NA 10.5685573 8.6523201 10.4991259 8.4218679 9.0971870 9.4826462 8.0833235 NA 1.2371354 3.1030779 8.4636883 9.7260863 4.7693433 12.0443186 10.6314063 9.5639360 10.2924744 11.9315610 0.1645289 9.9115541 10.1836075 8.5190968 8.9003180 7.5187444 9.6004976 13.1681151 6.1868472 -0.4204336 9.8912659 9.4998704 2.6669838 2.8274532 8.6456069 9.7068672 1.3868661 11.4006936 9.4028848 8.3965012 11.1225494 11.1665919 NA 9.4304858 8.3526570 10.0723722 11.0110152 8.8486442 -1.4204336 7.7444248 4.8832982 9.9942028 7.6958616 2.0389629 10.5002352 0.1645289 8.4652142 7.7165088 -1.4204336 4.5337128 9.4968897 8.0653467 1.9014558 6.8226919 9.1379384 8.4281407 9.7184293 9.0338169 9.9793296 5.2088723 11.5880565 13.2850420 11.4126054 14.3167649 10.8029160 9.2134209 9.8935344 -0.4204336 16.5909196 0.9014172 8.3996966 10.1517442 3.9718378 7.2484030 8.0892926 8.1997376 0.7462268 11.4867838 7.5771773 8.7165088 NA 1.1644645 9.5907448 1.9014558 8.5087761 8.0015822 10.4206888 7.5278851 6.7544439 13.5848790 7.7569372 9.0613169 9.1244819 6.6616670 9.7380767 8.0450842 10.9118339 8.1607180 11.2202145 NA 3.5795181 14.9355051 10.0271174 -0.4204336 11.9878473 6.9889085 9.2466292 6.3074376 6.6563333 7.4833998 10.4541148 7.3277107 3.3344110 8.8901305 9.4598664 -1.4204336 9.0203866 8.6828054 9.2903239 11.2640471 10.6204922 12.4065923 9.4537305 10.4238311 9.4598664 10.7647028 8.0758321 5.6775505 0.5794698 10.3832452 8.5710393 9.3796086 10.1672951 9.7932294 3.2799615 14.3862686 10.0703685 11.6508123 9.8119385 9.0773693 9.0981708 4.2519463 6.6456066 10.4739564 10.6084596 9.8119385 7.0430415 11.6111929 10.8912659 9.7100882 10.5172593 11.1082159 3.3868661 8.8389666 0.5794698 1.3868661 -1.4204336 NA 8.6683057 9.9221479 9.6860806 7.6590026 9.7567503 5.2377281 8.8683837 6.7693420 5.5097813 12.1670608 10.0778682 8.5907450 11.2361659 11.2152357 8.9403756 10.2079631 9.9447465 11.6230576 9.2937631 11.1230328 8.9160242 9.4758499 1.5795181 8.7556908 11.2459635 8.6388486 4.6669781 8.2919930 11.3418997 8.5539322 11.4355540 9.8792981 10.1701047 11.2470727 7.0633336 0.1645289 NA 8.4575684 6.6402131 10.3868725 10.0897873 8.9104344 10.8683837 6.2305700 10.6421912 9.1682323 7.4155677 9.7643929 3.2233762 4.1644806 9.6280046 0.9014172 7.8035190 4.8274431 4.0389453 5.0057817 3.1644806 10.7665603 6.5851428 6.5102546 10.4440907 6.3016425 -1.4204336 3.3344110 11.0273757 10.5865448 11.2350483 10.8152327 9.9491150 10.4552669 8.8787256 8.7742006 6.0119764 10.9081925 11.1588335 10.0557575 11.0922581 NA NA 9.8884255 4.3868730 9.0952174 10.5671369 9.6053493 6.8878567 13.5603266 14.6964504 3.4374941 11.9503412 8.0743331 12.3238259 10.2647044 -1.4204336 0.5794698 0.5794698 7.7619122 2.1644645 9.6629969 7.6129407 8.6046570 8.5539322 11.9653800 7.4187212 9.4804447 2.7494485 -1.4204336 11.0131030 1.3868661 0.1645289 9.4560346 9.5809258 7.2448538 6.4924076 8.0266009 11.4044764 9.7500686 8.9447463 11.1367420 9.5503426 8.7804161 10.3924971 4.0389453 6.4498816 9.4068604 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.519 -0.519 0.000 0.000 0.511 0.511 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.491 0.491 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.519 -0.519 0.000 0.000 0.511 0.511 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.224726 11.967400 12.142356 10.635817 10.188234 11.666815 4.462164 2.386866 7.324352 3.749438 12.783324 8.672645 7.729265 9.758338 8.168307 8.617064 11.267768 7.030729 10.711375 10.517259 8.790189 8.790043 10.023482 7.952382 7.179430 10.945567 14.002174 10.060308 10.232811 NA 8.083343 6.950205 10.617065 10.435165 11.224275 9.328549 9.351832 6.901446 10.028666 6.504330 8.020387 9.470542 6.480385 7.341069 8.398100 8.251943 13.596935 7.615691 12.809313 5.646575 11.665156 11.405073 15.652964 11.774121 14.050399 10.605349 2.279947 10.240405 10.805629 10.123999 9.137938 8.590745 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 female 2002 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 2 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 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 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 7 0 0 0 0 3.468028e-08 0 NA 10.31827029 10.02844718 10.03677846 8.05876294 8.73785708 9.99391943 7.80032465 0.59664896 2.33933695 5.97742419 8.42738073 10.25778571 9.35926023 11.89447296 10.38069093 9.88892297 11.31656054 11.92994312 5.01163876 9.75815324 9.93719327 9.46181911 8.54106950 6.91250616 9.02006738 11.55491241 7.10439642 NA 10.22474310 10.09445316 3.25957380 5.79299847 8.60782851 9.53618057 0.01163876 11.42156010 8.52339141 6.89428181 10.21069764 11.80909774 -0.98821814 8.29704098 5.58149587 10.37686771 10.07907325 9.30050494 NA 8.58339159 3.40396299 10.51048806 8.12016321 NA 10.63771294 1.01163876 9.14092177 8.13576007 0.01163876 6.01163876 9.87194989 8.53127501 1.59660126 7.01163876 9.15374581 8.12538092 9.63369076 11.26282541 10.38504788 4.50349503 11.12238315 12.41038258 10.85281006 13.48045381 10.84966093 8.68052374 9.99391943 2.18157966 16.28276446 NA 8.51745051 9.75141953 5.71207847 7.44626698 8.21376282 4.22109599 3.59660126 11.29182966 8.94968929 NA 1.33359547 2.47108338 9.77651051 1.01163876 8.15374607 8.27138225 10.74634846 4.94237844 6.41251904 13.51831837 7.34255563 9.26548636 8.01163876 8.53323939 10.34353552 6.49545533 10.19960941 8.46901984 12.01111045 NA 2.47108338 14.26282538 9.91852950 NA 12.11492669 8.51148464 9.97091633 4.53520071 8.67519704 7.79299847 11.38123621 6.38667819 5.33356685 8.75141953 9.04506176 -0.98821814 8.82702221 8.77152710 9.59941637 10.28426866 10.94126715 11.80354245 9.90948436 10.43528011 9.50949079 10.64008439 9.40487907 4.18156376 2.01163876 9.78971605 9.33694432 9.70947520 10.39534316 9.83977540 7.08845435 13.55491241 7.50749418 13.75152495 9.56910255 8.66806380 9.03816234 4.59660126 7.24045745 10.99320618 10.62910631 9.61248096 5.71207847 11.13414334 10.73102766 8.66448391 10.21069764 10.74295787 1.33359547 9.27679673 2.01163876 2.01163876 -0.98821814 2.01163876 9.78807195 10.95854518 9.17780196 7.96874109 10.11474962 7.08845435 8.59095488 4.33356685 5.48737380 11.73209690 10.80808414 8.34031391 11.27842541 11.27549489 8.49897642 10.30280957 9.74125967 11.58268042 8.76318282 10.69901453 9.67786285 11.43317777 2.01163876 7.83818724 11.06692133 11.34779392 2.91853889 9.19277881 11.52930824 9.00599219 10.67919400 8.50148692 10.20639573 10.94717228 7.17654618 1.33359547 2.01163876 8.46284987 6.34255652 10.18218985 10.40288245 8.96292347 10.44365876 8.64281599 10.58101986 8.90342246 7.15629750 10.03122962 1.81901412 5.59660126 8.38014543 7.94237609 6.79299847 -0.98821814 2.59660126 4.29704464 NA 10.67341694 6.42102969 6.91250616 9.49075222 6.98593868 NA 5.24045935 10.71077751 10.39480318 11.47771532 11.10340479 11.70773706 10.72717195 8.64281599 8.46696598 5.94414863 10.67386219 11.19061486 10.29124945 11.06420694 NA -0.98821814 9.69988924 8.87427627 8.88508287 10.21131122 9.67341703 7.45872239 13.25421756 14.40143825 1.01163876 10.88585184 7.89388456 12.66302698 9.88815586 -0.98821814 1.33359547 NA 7.46696638 NA 11.61434471 7.16138588 9.68935857 10.38939171 11.00705271 8.64099538 8.76485567 4.14092586 0.59664896 10.87659882 2.59660126 2.33356685 9.80686680 9.87582505 7.18656493 3.33356685 7.39534305 11.26725762 9.77235879 9.04092612 10.25897311 9.68952579 7.17151009 10.50299098 4.36425725 7.50349185 8.71727131 10.19527426 0.00395010 0.00819590 0.01572700 0.01036600 0.00138680 -0.00022072 0.00000000 -0.00578040 -0.04495700 -0.04495700 -0.04495700 -0.04495700 -0.02017700 0.00395010 0.00819590 0.00555290 -0.54340000 -0.54340000 -0.54391000 -0.52920000 0.01572700 0.01036600 -0.53612000 0.00000000 0.00430210 0.00430210 -0.00387790 0.00694350 -0.00602470 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.547 0.000 0.000 0.000 0.000 0.000 -0.521 -0.521 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.547 0.000 0.000 0.000 0.000 0.000 -0.521 -0.521 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 female 2002 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 3 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 2.219538e-06 6.242451e-07 NA 12.511410764 9.313485767 10.234815994 8.356378018 10.884115558 9.628491655 10.347468455 NA 4.073271836 2.864532845 7.711154842 9.365819151 5.199507456 12.173380947 10.543044971 7.986293740 10.405445397 11.754927284 -0.009989098 9.375918034 9.088964955 8.728148069 8.509691884 7.142847366 9.201132702 15.404003116 7.019803086 -0.594878965 9.870659548 10.057041884 3.159984327 4.831360453 9.172450012 9.691073304 1.405066560 11.637064340 8.952951740 7.773599477 10.796605297 11.630903136 -1.595096878 10.891173998 10.885631024 10.605378859 11.165813165 9.840763449 NA 8.780132573 4.105535611 10.740204413 8.081050365 3.405093798 10.480756178 NA 9.343937631 7.572511518 2.797407330 4.671882107 10.431616692 8.480572518 0.405121035 6.250582665 10.598926509 4.077516470 9.456981877 8.370877429 9.623656383 5.159980291 12.083871594 11.640808300 10.811563990 13.303363930 10.499500815 8.284676527 9.958722494 2.105543992 16.578824017 -0.594878965 7.487241935 9.059729218 4.077516470 7.115899907 7.487241935 8.337307909 1.212444829 11.233824743 7.296056297 15.066941157 NA 4.159984327 10.095091176 6.133012711 8.159980796 8.813423038 10.456981877 6.736009492 7.163316572 14.700377867 7.753821117 9.215664766 9.712293984 7.567484604 10.095073765 8.957762279 10.437483375 8.117620247 12.705016670 NA 7.850108058 14.859199688 12.030002875 0.405121035 10.199102883 7.717975897 9.500490174 4.471180956 6.736009492 8.245871157 11.575487768 7.599850374 4.471180956 9.471182379 9.047144911 -1.595096878 8.209224271 9.349073076 10.162899833 9.220476520 10.024396147 11.791043202 9.825579745 10.847777574 9.753268070 10.364008332 8.163499739 4.212444829 2.864532845 9.751052756 8.675388661 9.224585872 10.090718092 10.536628678 0.990083536 13.280554611 2.492545424 12.036725029 9.951987675 10.070429179 9.330647580 4.471180956 6.225273002 8.307468144 11.213252979 10.538556593 7.335830689 11.293450267 10.942554311 10.232038916 9.058834086 10.577520693 4.575015773 10.231248426 3.831360453 7.922762777 0.990083536 -1.595096878 9.028060207 11.200321166 9.661301930 7.228460858 8.873982024 10.644393403 9.499830743 6.269280060 7.165646684 12.105858007 11.105749633 8.593682060 11.314048663 11.231840314 8.924729383 10.285441985 9.586245515 11.424336431 10.142763015 11.323211072 8.936474817 11.853854830 6.978740199 7.479234604 11.179674384 11.038431312 5.920793488 7.878372839 11.106183013 8.461730720 11.344488772 9.731522691 10.258792608 11.286015927 6.287736386 3.405093798 -1.595096878 8.817662906 6.382373289 10.186862761 9.852693042 9.108131583 10.893184411 5.105531421 10.958696108 9.503125285 7.822945517 10.017501061 2.105543992 4.671882107 9.607217113 3.159984327 6.359289230 3.690495319 3.959677434 2.797407330 3.492558242 10.896445257 6.353460919 6.713431883 10.564828940 6.166645156 -1.595096878 3.105527231 11.569371655 10.663659232 11.143185484 10.890670956 10.645586476 12.319104527 10.259961534 9.539275541 6.552603012 10.378431857 11.210434041 9.725329615 11.028288868 0.405121035 NA 9.924729531 9.563702891 8.841804908 12.096727704 9.928655162 8.736010169 14.436471346 12.966918122 4.133012711 10.274301503 6.880705114 13.312359458 10.927919929 -1.595096878 0.405121035 NA 8.089841856 0.990083536 10.688479723 7.427461192 9.607829252 9.421204992 11.752852979 8.480572518 9.441019449 0.727005550 NA 10.493550170 2.105543992 1.727005550 9.943282126 8.508381111 7.095091044 8.573765325 7.489901734 11.555951143 9.943282126 9.099451176 10.906930419 9.058556239 9.514923885 10.314986259 4.293105583 7.030801745 8.737129691 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 -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 10.838157 11.454431 10.664836 10.619716 9.537593 9.937936 3.797407 1.990047 8.023479 5.822947 13.185223 9.422396 8.670708 12.391456 7.774647 7.681217 10.299911 6.146560 10.091594 10.730680 8.095091 8.933059 9.742074 6.529215 6.648267 12.030460 11.277191 9.878799 10.398739 0.405121 8.395197 7.592445 10.060177 10.300669 11.587332 9.032627 9.362921 7.410718 10.270440 6.624262 8.501809 10.075307 5.982521 8.068651 8.548476 9.605992 12.915857 8.019803 12.927552 6.550822 11.573765 10.907676 15.744856 11.566383 12.675242 11.015887 1.212445 10.870915 10.746612 11.613632 8.446752 8.593682 8.867595 10.587798 10.966620 11.421902 3.990056 6.704301 13.686432 11.300479 9.755480 6.281609 11.914002 NA 10.867851 NA 12.431271 11.168494 11.217872 11.047596256 9.088964955 6.166645156 7.063304472 8.674219815 8.761545249 6.805972106 12.889153913 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 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 3 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 4 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 4 0 0 0 2.531661e-06 7.976465e-07 -0.7881156 11.0535051 10.3053583 9.4238290 7.7588355 -0.7881156 10.6512522 6.0725303 -0.7881156 2.3866730 5.4213950 8.8248092 8.9834303 10.0176846 11.6192085 9.6117528 9.9097772 11.3980550 12.3189944 6.4116127 8.7703616 10.5760755 8.4407596 8.7197355 6.7741835 9.0353080 11.8097606 6.1067587 NA 10.5929429 10.3027149 3.2119467 5.5157219 10.9356017 9.9982105 2.9123816 9.9941200 8.0192955 8.8593991 10.4880652 9.3527704 NA 10.1471058 1.7968884 10.5628800 9.6886869 9.5361213 NA 8.0761267 0.7969299 10.2867512 8.3308819 NA 10.8155671 2.3818648 8.3437978 8.4189552 2.6713613 7.0699212 9.1022051 8.5111490 1.2119467 6.1067587 8.8611970 1.2119467 9.5967246 11.6176141 6.3099729 3.6713726 10.2641080 13.7003458 9.0869220 13.8813241 10.4171231 9.3256830 10.5048376 0.2118844 16.4872833 NA 8.1544551 10.5065615 5.2780294 7.4927112 8.8984412 4.1188331 3.0549179 11.0987805 9.4315329 NA 0.2118844 0.2118844 9.9867278 2.0193105 7.9933007 8.2091204 10.2746615 5.2994022 5.9933007 14.0785919 7.2343087 7.8772768 7.4116135 9.1544554 11.3467618 7.7741835 10.4317144 8.5934838 11.4924216 0.7969299 5.6382042 13.8463548 8.7646099 -0.7881156 11.6616053 8.8503766 10.7779948 3.0192927 9.3269844 7.5338685 10.2760098 7.8412976 4.5338685 9.1791672 9.0668093 1.5338623 9.3692876 8.3968162 9.4359425 10.7281333 10.1949343 11.8594689 9.9458034 10.2542841 9.6434385 10.2446753 9.8042950 3.5338748 2.0193105 10.1559207 9.2048792 9.5078359 10.3610528 9.6641820 5.8843659 14.2825649 9.2412279 12.7260384 9.7047954 7.9193002 8.6319010 2.6713613 7.0761272 10.8923003 10.5253907 10.0297238 4.5694911 11.7817845 10.8593992 7.1367533 7.3152284 11.1762816 3.6713726 8.7607625 6.9054279 4.0699255 NA 0.2118844 9.7442967 11.1033448 8.9313297 8.6255686 9.8845694 6.2343078 9.9776413 6.4017653 5.6548852 12.0963021 9.9784697 7.9601334 11.4057741 11.2709472 9.4052936 10.5065615 9.7077958 12.0558618 8.7433221 10.6138869 9.6641820 7.5606691 2.6713613 8.4335279 10.6785271 10.4771280 2.7969092 9.5459124 10.6982730 9.0400773 10.3027149 9.3386453 10.3730726 11.1274467 7.7157664 NA 2.3818648 7.9193002 6.3099729 9.8566983 10.2867512 8.7760902 9.9743228 5.5338685 11.1096917 9.1052423 7.7276407 9.6569555 0.2118844 6.1544556 8.0416635 0.7969299 7.9998433 1.2119467 1.2119467 4.1188331 0.7969299 9.7884252 6.0574308 6.4311098 8.6134388 6.8238512 2.0193105 5.5157219 10.7222104 10.4395568 12.2177407 11.1592125 12.4057741 10.7978423 7.7355025 7.9019385 5.6805241 10.0176846 9.7969033 10.3224240 11.5872518 1.2119467 0.2118844 9.9517214 9.5913191 9.2536000 9.8403863 9.9432599 5.9534073 13.2088556 12.5092870 3.9123816 9.9584551 7.8837296 12.0152647 9.9019388 0.2118844 1.5338623 0.7969299 7.2563351 -0.7881156 11.2433181 7.0636895 8.9601337 10.8090622 10.7012871 8.2006255 8.7338553 4.5694911 2.3818648 10.8330769 3.6713726 3.2994059 9.6085455 8.9550922 7.2780303 4.3818648 8.2006255 11.1240816 9.3818658 8.9734919 10.9626478 10.1784463 7.0761272 11.1237073 2.6713613 7.3768478 8.8539925 10.8476589 0.00354250 0.00354250 0.01110900 -0.22194000 0.45462000 0.19679000 0.23210000 -0.23667000 -0.04197400 -0.04197400 -0.04197400 -0.04197400 0.01474900 0.00354250 0.00069327 0.05779600 -0.64452000 -0.64452000 -0.64452000 -0.64452000 -0.64452000 -0.22194000 -0.20759000 0.16212000 -0.22687000 -0.22687000 -0.23314000 -0.00957010 -0.22699000 -0.237 -0.237 0.000 0.000 0.188 0.188 0.000 -0.229 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.010 0.212 0.000 0.000 0.412 0.412 -0.212 -0.236 0.000 0.000 -0.645 0.000 -0.223 -0.223 0.444 0.444 -0.209 -0.209 0.197 0.197 0.175 0.175 -0.227 -0.227 0.000 0.000 -0.237 -0.237 0.000 0.000 0.188 0.188 0.000 -0.229 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.010 0.212 0.000 0.000 0.412 0.412 -0.212 -0.236 0.000 0.000 -0.645 0.000 -0.223 -0.223 0.444 0.444 -0.209 -0.209 0.197 0.197 0.175 0.175 -0.227 -0.227 0.000 0.000 9.2536000 11.9481313 7.9534078 10.3635916 7.2887563 11.5590084 0.7969299 3.0192927 7.8412976 3.2994059 11.4353392 8.4747402 8.1515199 8.9121897 7.7854368 9.0838460 11.2038169 5.4407596 10.6460477 9.9908393 8.1834845 8.3695149 10.2183019 7.8808257 6.9867283 11.5279394 13.1433247 9.3334743 10.2739869 0.2118844 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 female 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 NA 1 4 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 NA 10.7586943 10.3870388 9.5832981 7.1500976 7.1038753 10.2923201 7.0861182 NA 2.5837357 5.9102722 8.2413788 10.2383253 9.7640120 11.7220044 10.0630414 10.6793000 10.6944186 12.2033269 6.2383245 10.2097714 10.7554942 9.1386804 7.8515373 7.2011722 8.8374816 11.2693196 6.8713816 NA 10.3655108 10.4563446 2.6776210 6.1245287 8.6685652 9.8027655 1.3556929 10.8146015 8.9425221 6.1630378 10.3493282 10.5620861 0.3556929 8.7458511 3.2625685 10.4517384 10.5899009 9.9425220 -0.6443071 8.8130632 0.3556929 10.6030164 7.7608237 -0.6443071 10.5203252 1.6776210 9.2089917 8.4431450 NA 7.0630412 9.2152170 8.2685715 1.3556929 6.6594637 8.9102710 1.9406554 9.1565822 11.7504128 8.0526496 5.2625722 9.1037911 10.9886774 10.4622452 13.7380361 10.8841363 8.7501449 10.4958729 0.3556929 15.6596948 -0.6443071 8.7176260 10.4184030 5.5455082 7.4431450 8.3214664 6.0699277 2.6776210 11.1794475 8.7580549 5.8792450 NA 4.3556788 10.0630414 0.9406554 7.6594629 8.2655752 9.9850388 6.4952331 5.7819472 13.2207388 7.1238669 8.3669097 8.5430341 7.6548902 10.5007100 6.8232883 10.5243543 8.7132342 11.2685715 NA 4.9703935 14.6940008 9.7798485 NA 11.8703963 8.9006468 10.4477787 3.8792450 8.7819468 7.5205888 11.3790901 8.0245674 4.1105720 8.5028871 8.5916962 NA 8.3891051 8.8654571 9.8273575 10.6439716 9.7650732 11.3891740 9.4642067 10.5168141 9.8304022 10.3599027 9.6139068 2.9406366 0.9406554 10.0526497 9.4926734 8.9886773 10.3606049 9.3752730 5.7986260 13.8785089 9.6776102 13.0528670 10.1541541 7.4589700 9.5712153 3.8792450 7.1758609 10.0912382 10.3959719 10.1774562 3.6036085 11.1184795 11.0369207 8.2804947 9.9639370 10.8679289 1.6776210 9.1868786 4.1105720 1.3556929 NA 1.6776210 9.7066214 10.9873140 9.0543870 8.4926732 10.3505023 5.6224677 9.2625729 6.5256069 5.1370403 12.3797830 9.6955323 7.8394980 10.6645900 11.0098707 9.3686839 10.4028062 9.4655129 12.0285495 8.9518719 10.2128857 9.6294778 10.4681217 -0.6443071 7.2565493 10.9537347 10.9896855 2.1630478 8.6343638 10.7126843 8.4431450 10.6166018 7.3724907 10.2027396 11.0891213 7.1038753 -0.6443071 2.6776210 7.8713823 5.7307215 9.9274349 9.8027655 8.6503029 10.6201249 9.7724797 10.9271979 9.4324978 7.5054297 10.0049384 0.9406554 5.2136622 9.3272257 2.8151040 7.3724907 4.3098819 4.3098819 4.0561239 1.3556929 9.9583810 6.7307215 7.0421825 9.7703674 6.7406821 NA 5.4642076 10.7154318 10.3690049 11.6133647 11.1622318 11.8032821 10.8694099 8.1172332 8.2864196 6.9865679 10.9335830 12.2167691 9.9968308 11.3637606 0.3556929 NA 10.4881820 8.6798629 9.2167691 9.7871799 10.2557943 7.2074312 12.3027712 14.4991452 0.9406554 10.9754437 8.3633262 11.4116424 9.7756424 0.3556929 0.9406554 NA 7.3613069 -0.6443071 11.4014487 6.6503036 9.3358218 11.2023479 11.0844531 8.2565489 8.7794075 4.9102722 1.6776210 10.5016144 1.9406554 2.5256179 10.0058364 9.4746232 6.7903107 3.7479996 8.3415242 11.1678595 9.1948861 8.7965514 10.7949937 9.6514511 7.1694631 10.2383253 4.2136661 7.7903107 8.7021959 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 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 NA 1 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 10.92189128 10.77761483 11.68746829 3.19899697 NA 9.48828483 11.10155304 NA NA 4.34338650 8.67387403 9.30861844 6.10081370 11.55446088 10.53367878 7.21316159 10.84057031 11.89943359 2.53602803 8.60570248 11.41688781 9.32066360 9.32284301 6.88180409 9.37418225 7.31300998 -1.04900910 NA 10.45389820 10.82143104 0.95106553 3.99545738 9.49409815 8.11848432 -1.04900910 8.71593797 8.78078908 1.27297870 10.44291945 7.07000713 -1.04900910 7.74872755 NA 9.28310294 9.64368179 8.61106206 NA 8.29536212 -0.04885985 8.72255585 8.17506795 -1.04900910 11.12439056 0.95106553 8.34250319 8.46281920 -1.04900910 3.95106553 9.18228758 8.08292342 1.53605290 3.27299362 9.16173781 1.53605290 9.74466972 8.47462829 8.34123548 5.79655623 8.93673745 12.62691315 10.51854714 14.11958178 10.86955699 8.81215323 9.16902404 0.53605290 13.29654091 NA 8.18947125 5.92834663 5.05958890 8.11848432 6.66531175 5.34338295 2.99457972 12.00753471 6.88298534 -1.04900910 NA 5.56577689 9.33908370 2.65149950 9.93904082 9.27861904 10.84247033 7.33477026 6.64455284 13.51211558 8.14582314 10.30751835 7.98724013 6.38569505 9.36559303 8.85795705 12.01226878 8.62702347 12.98035357 NA 5.16052091 14.37109235 9.86095938 NA 12.19973519 7.97620609 10.01243752 2.65149950 3.19899697 7.88475725 10.65107251 7.29979414 3.90526424 9.10208279 9.36575158 NA 9.10588442 8.23646870 10.75842128 11.61262181 12.35341229 11.70656737 9.78632730 9.28645680 9.76804998 9.55097914 9.25865436 4.37733202 -0.04885985 10.33206845 9.67728448 9.03321539 10.78593236 10.53649843 3.41050393 13.65031344 1.53605290 2.41050393 8.44891829 11.23531211 9.56669607 2.27300854 6.73242660 9.25712804 11.83485518 10.63362211 6.11093738 12.88384120 11.26196308 5.86993061 9.61817789 10.14089085 2.75843111 8.95305159 3.95106553 6.63054672 -1.04900910 NA 10.22777236 9.20373169 9.85419502 7.72585361 10.08467740 4.16051687 9.04117890 3.34337939 5.75842045 10.74222926 11.88623141 10.23762406 10.73201619 9.58587742 8.79498731 9.74466972 11.05762931 11.96891870 9.68068706 10.60614978 12.13252923 3.59491873 7.27299455 10.46479394 10.92798843 14.70303896 NA 7.32092507 10.70177333 9.61640236 12.25926316 2.75843111 10.40690726 10.59040703 5.19899304 NA -1.04900910 9.83141509 7.53602880 10.75358273 8.94965690 8.70428305 10.32066372 6.60211833 10.62652948 9.44792008 8.06480850 11.43135166 2.12098224 5.89358064 9.80437597 NA 6.89358064 11.67579335 -1.04900910 3.70595579 -1.04900910 11.85814480 6.14089111 10.11093764 8.63406102 7.51437716 NA 3.34337939 11.25570289 10.32284301 11.22660889 11.40921658 10.54679002 11.25684313 8.38985802 11.54188494 5.95511748 10.60883142 10.70261045 10.64542427 9.94753978 5.62349233 NA 9.83980956 7.95669095 9.44692138 11.28980271 9.11597323 8.56024493 11.33369039 13.55086300 0.95106553 10.08997807 8.92489295 10.68408164 9.34230984 -1.04900910 NA 1.75843111 7.68577620 NA 10.48445941 9.04646350 9.74791720 8.93690820 11.93245524 9.14212544 8.63066975 4.67898457 -1.04900910 12.13439157 0.53605290 0.95106553 9.54818787 10.02118723 6.84588392 5.49022674 8.53790599 11.76785004 9.89138000 10.57220244 10.82066021 9.62113831 8.13594164 10.90780552 4.59492470 7.48634191 9.44891829 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 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 5 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.548845e-07 3.468028e-07 -0.8980810 11.0715379 8.7017046 10.2566097 7.6602120 8.9299283 9.3509052 11.9984873 0.1017845 0.5186358 5.2103148 8.0325290 8.8782248 7.3825626 12.2566098 10.4488594 8.4009998 10.9977455 11.6763852 2.9091394 9.5926426 10.0325290 8.2817006 8.3112452 7.0559884 9.0890556 14.3172488 6.9409959 0.1017845 9.9433560 9.7420365 4.2717170 5.8832836 9.2011396 9.5601983 -0.8980810 11.0646877 9.5385032 9.2477239 10.8516611 10.7215531 -0.8980810 11.1879279 6.4505201 9.8856084 11.5332892 9.1971887 5.0559895 8.7987592 2.8022346 10.2754688 7.7347868 1.6867470 9.9971473 2.0726546 9.3998542 8.0206550 0.1017845 5.8962064 9.6951827 8.7847863 1.6867470 6.1678817 9.6273124 8.5956472 9.4811700 10.1053096 11.1516402 4.9346816 11.7510276 12.0693782 10.8658339 13.7394354 10.8741062 8.9187753 11.4287828 3.3497191 16.3206008 NA 8.0266042 11.9786922 4.8566770 7.6292685 8.2464499 7.5693969 2.1107641 11.2872865 8.7748180 10.2692098 -0.8980810 2.2717245 9.6697477 2.4237126 8.9091466 8.0704586 10.1885913 6.5693969 6.7311479 13.3248129 7.9219706 9.3437749 9.1255460 7.4768312 11.1292312 10.1413961 10.7830301 8.5090592 12.1227716 NA 8.4416416 14.6477214 9.9018827 2.8022346 10.5830865 7.3014642 9.8888779 4.3112415 9.8872441 7.8864264 10.8591817 7.9659776 5.5775255 8.6331733 9.5499080 NA 8.7795112 8.5447350 9.5795500 9.7653498 8.4101308 11.8299630 9.6302458 10.9832880 9.2977790 10.3384038 8.5711280 3.2717095 1.1017845 9.5405835 8.1407107 9.8931011 10.1938880 10.0154291 2.9091394 13.6579983 5.3306086 8.5322441 9.3744214 9.4371820 8.7091221 3.6867582 6.5775255 10.9648163 10.9390253 10.0646877 6.9091466 11.2727338 10.8724556 8.6233921 9.7347868 10.7528433 3.6253523 9.6314956 6.1352147 6.0790708 0.1017845 NA 9.8449430 7.2566097 9.1998237 7.8896944 9.7098985 8.8160371 8.0266042 6.8297126 5.4237193 12.6018866 10.1563960 8.4854961 11.1842734 11.8282227 9.2155337 10.2885249 9.7192591 11.5372015 9.2940845 10.0199095 10.1516402 8.5835909 3.5612284 7.4146742 10.3691636 10.6366295 10.6071070 7.4452442 11.6556609 8.4282211 10.9609381 7.5026711 9.6998441 11.0639647 8.3449656 -0.8980810 -0.8980810 7.9504148 6.7671277 9.8774019 10.2829440 8.5734669 11.4363443 4.0086841 10.7020669 9.1255460 9.1017916 10.1017916 1.1017845 4.0559852 9.6678457 NA 5.3685798 3.7456461 2.5612284 3.7456461 3.0086841 10.8039643 6.0325285 6.7165012 11.9102149 6.4097660 -0.8980810 3.8022346 10.7220114 10.2872865 11.2339700 11.0494286 10.8138887 10.0890557 9.1420813 9.4438662 5.9631273 10.6876931 10.8937685 10.1255460 10.7072712 NA NA 10.0243761 10.2336486 9.5896317 11.3738382 9.1393385 6.9783089 12.7048384 13.3113973 9.4833345 11.3224723 8.3484374 12.3155035 10.2011394 NA -0.8980810 NA 7.9346816 3.5612284 10.0596627 7.9690089 8.7329689 9.7519458 11.9771570 8.2284960 9.2645355 2.6867470 2.1017845 10.6787483 4.6253523 2.5612284 10.0494286 8.7812718 7.5026711 10.3715028 7.9721561 11.0897662 9.2792113 9.4538350 10.7746589 10.0847853 9.9566600 10.7847862 5.3871936 8.0588939 9.0310500 9.9905349 -0.0099565 -0.0099565 -0.5031800 -0.3219300 0.3390100 0.0026774 0.0352420 0.0221640 -0.1367800 -0.1367800 -0.1367800 -0.1319900 -0.0099565 -0.0099565 -0.0099565 0.0136320 -0.5031800 -0.5031800 -0.5031800 -0.5031800 -0.5031800 -0.3219300 -0.5616600 -0.3545300 -0.3968600 -0.3968600 -0.8971000 0.0000000 -0.3384800 0.000 -0.500 0.000 0.000 0.000 0.000 0.000 -0.339 0.000 0.000 -0.353 -0.107 -0.107 -0.321 -0.321 0.000 0.000 0.000 0.000 0.133 0.133 0.000 0.000 0.000 0.000 -0.503 -0.503 0.000 0.000 0.339 0.339 -0.564 -0.564 0.000 0.000 -0.355 0.000 -0.397 -0.397 -0.137 -0.137 0.000 -0.500 0.000 0.000 0.000 0.000 0.000 -0.339 0.000 0.000 -0.353 -0.107 -0.107 -0.321 -0.321 0.000 0.000 0.000 0.000 0.133 0.133 0.000 0.000 0.000 0.000 -0.503 -0.503 0.000 0.000 0.339 0.339 -0.564 -0.564 0.000 0.000 -0.355 0.000 -0.397 -0.397 -0.137 -0.137 9.605617 12.094199 10.183941 10.487115 9.153001 12.461953 6.340197 3.349719 7.506763 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 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 NA 1 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.17913e-06 3.468028e-07 -0.05904398 10.60009484 9.16257814 9.90099281 7.07027339 NA 9.84261198 8.26483383 0.94095602 1.65025907 4.87173032 8.00976929 10.24932990 8.18891864 12.01880801 10.50656902 8.14800518 10.84072545 11.97905250 1.26291418 9.02579929 10.18951153 8.17461065 8.49941142 8.75116074 9.03638794 15.03531605 7.82363410 NA 10.01446312 10.50466389 3.98538202 6.01791300 9.42077123 9.77783031 -1.05889369 10.11654047 9.26291911 6.09073701 11.10149264 11.72112051 -1.05889369 10.80401563 7.02845423 10.00438594 10.83353370 11.59293952 0.52596862 8.54276182 3.33330923 10.48933119 7.63098857 NA 10.42657371 -1.05889369 8.79685599 7.48014958 2.40042863 5.07027339 9.79117771 9.39426160 0.94095602 5.88350596 9.70420333 1.26291418 9.63360649 11.04853496 9.06252435 7.25840397 11.38429971 12.05879632 10.99185988 13.91051233 11.36751773 9.14800518 10.75156255 1.26291418 16.63321135 -1.05889369 8.16740309 10.15713051 5.28084128 7.57761538 8.59920247 8.54832140 3.18968226 11.30731313 8.35237498 15.57317674 1.26291418 3.52595610 9.73296768 2.11093112 9.29634200 8.53904324 10.34932060 6.62749157 6.86580378 14.02355579 7.96889715 9.13328378 9.68666527 7.35461877 10.66716646 9.82516137 10.45767585 8.85388028 12.44940471 -0.05904398 7.44878535 15.42368858 10.02911658 -0.05904398 11.03374805 8.01780669 9.90605359 1.52596862 9.08309793 7.79897200 10.85836299 6.83580915 5.07027339 8.32685324 9.22407936 -1.05889369 8.69587831 9.30949727 9.57489433 10.21128628 7.77071344 11.71211511 9.57398605 10.84637790 9.93463695 10.23273713 9.12093741 0.52596862 2.26291418 10.20660599 8.67400614 9.14322503 10.07670018 10.16980953 4.29854102 14.09766655 2.74835389 8.29192996 9.83580868 8.72562563 9.72562580 3.84787668 6.90677518 10.89954363 10.67612378 9.83732328 5.65523732 11.27880231 11.02646334 10.32415511 9.32469519 10.66891139 3.46455065 9.76400771 5.51084802 9.64316353 NA NA 9.36410685 9.21595131 9.46062708 8.07541711 10.00217311 6.29854285 9.85238281 5.97441459 6.64662351 12.90216925 10.15409506 8.54647046 10.90352550 11.53157797 9.59963971 10.59338776 9.46749021 12.23302489 9.07156158 9.59204267 9.31211399 5.99627349 6.54832102 7.38807413 11.06414233 9.31706207 8.03110346 8.78137545 11.15803982 8.70586251 10.60765877 8.52970540 9.65695286 11.06705004 8.76435810 -1.05889369 -0.05904398 9.73621892 6.48788504 9.89373215 9.67739284 8.51274362 11.18208027 5.49558005 10.75528494 9.52876840 8.28750462 9.88203849 4.22639292 5.46455392 9.59741571 NA 6.25387395 1.52596862 1.26291418 4.02845423 2.40042863 10.17461053 6.51084644 7.14556232 11.15470269 6.26912668 -0.05904398 5.07027339 11.17879835 10.77822460 11.32415517 10.92505330 11.35197217 10.58033160 9.28084082 8.67231006 5.69974595 10.95256763 11.83030473 9.93392917 10.28861223 NA -1.05889369 9.77388097 8.97165793 9.41672428 10.60098675 9.90099281 7.73865234 12.35422213 13.13597855 6.20777770 9.69420760 7.15078508 11.30594630 10.54276172 NA -1.05889369 NA 7.74834583 NA 10.70465560 7.76116957 9.23905357 9.72807731 11.68119329 8.20073435 9.23085986 3.84787668 -1.05889369 10.35408989 5.74834583 4.40042180 10.00708012 9.54368978 6.85985404 9.64575911 8.25840350 11.13636310 9.75075907 9.10212269 10.35673267 9.89227565 7.78019459 11.99134975 4.98844384 7.49558005 8.27638128 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 female 2003 NA NA 90 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.317851e-06 2.42762e-07 -0.3066803 11.7007495 9.9052600 10.6107438 8.4432411 NA 9.8893590 6.7031450 -1.3065019 1.6041188 4.8632992 8.4599008 9.4007309 7.8252285 11.9945821 10.5832559 10.5055491 11.1520347 12.5567837 6.2247523 9.5552341 9.9828144 8.9076908 8.4280812 6.8831968 9.3272751 12.0251285 6.4615564 NA 9.9874181 9.7920618 3.2783417 6.2556140 9.0365575 9.3062401 -1.3065019 11.3151947 9.3515833 7.8226550 10.4540917 11.5460963 -0.3066803 8.1952088 3.6933754 10.3741707 11.0670526 9.1414880 NA 8.4144709 2.7808350 10.2641762 7.4877878 -1.3065019 10.2010376 2.3938006 9.0392094 8.2305902 3.6002579 7.0376677 9.8405767 8.2344683 -1.3065019 6.1528040 9.0119146 3.9787722 9.0727500 10.2575213 11.7892632 4.9601595 12.0256265 10.2228023 11.0473455 13.3888719 11.5492135 8.7101800 10.1456130 3.0856966 15.8411828 -1.3065019 8.5055492 11.0961173 5.2011673 7.4515952 7.5071532 4.3372258 1.0152835 11.3060099 8.6407312 1.0152835 NA 6.0332226 9.8018962 3.6933754 8.7254174 8.0332220 10.4153254 5.3515824 7.5167393 13.2702694 7.7295453 9.2979251 10.0332217 9.0062548 10.7926899 7.1971970 11.1571516 8.0942514 11.6811686 NA 3.5007256 14.0245686 9.3435260 NA 11.6285368 8.3640278 9.5843960 4.9787722 9.2218259 7.3190805 11.3631426 7.8123127 6.1609766 8.7350310 9.0520229 -0.3066803 8.6649151 8.3408302 10.2149722 10.0079550 10.5552341 11.7894889 9.6388156 10.6402780 9.4356811 10.2872296 8.5360991 1.0152835 1.2783417 9.4314640 8.8967196 9.0985133 10.2923547 10.1907246 4.0856881 13.9284136 9.7946909 12.3353106 9.4323085 9.8380299 8.2267017 4.5007256 6.6989963 9.5167389 11.0934506 10.2513140 8.0770758 11.4809376 10.6573515 8.6975921 11.1726468 10.7129625 1.5007511 9.1928190 5.0856881 1.0152835 -0.3066803 -0.3066803 10.0276451 10.7894280 9.4255392 7.5972533 9.5068003 4.9412988 8.7143517 6.0152991 5.6620374 12.4913372 9.9281892 8.9173733 11.7297171 11.3935947 8.4565840 9.7274828 10.1947113 10.8607899 9.1751713 10.3622567 9.4648612 9.2267014 1.8633042 7.8707913 11.2629900 9.9787798 NA 9.1160042 11.0743738 8.8405765 11.3053187 8.9914343 10.0722085 11.1929685 6.7861285 -1.3065019 0.6934089 8.2090717 7.7432201 10.4153254 10.2641762 8.7661744 10.6602376 7.2011663 10.6813107 9.0520229 7.4975030 10.4200157 -0.3066803 2.7808350 10.7867893 2.6002698 6.5135508 4.5007256 1.0152835 4.6241067 0.2783417 10.7748552 6.7648344 6.6002623 9.4799599 6.4972451 -1.3065019 4.0509196 11.2376118 10.2359200 11.6468407 11.4730911 10.5517413 11.5095554 8.3444233 9.9781958 6.0191726 10.7946909 11.3009332 10.0754553 12.0618782 NA 1.6933643 10.2741014 8.7459398 8.9507597 10.4669231 9.8664241 7.7567671 13.2459208 14.6770334 0.2783417 10.6863101 7.8260514 11.8931974 10.0152998 -0.3066803 0.2783417 2.5007256 7.9787739 NA 10.9466372 8.4348388 9.1101693 10.1691051 11.8667366 8.5372930 9.2265651 3.0856966 -0.3066803 11.6075700 1.2783417 1.5007511 9.0953179 9.8277981 7.8807241 3.9787722 8.7129623 11.5221033 9.1962035 9.8071139 10.9350570 9.3722974 7.3657975 10.4615561 5.2169321 7.1892266 9.9269914 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 female 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 NA 4 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1.525932e-06 6.242451e-07 -0.00346663 10.61817890 8.50833753 10.06132758 7.80393994 NA 10.32132801 9.11116019 -0.00346663 1.68589531 3.16650658 8.32974029 9.94349107 6.17649432 12.06183269 9.78285442 10.37271023 9.28198704 12.00623855 2.31996469 9.96453163 10.60991394 8.47434315 8.02449090 4.45601758 9.19380155 12.36781698 5.85456673 NA 9.91171734 9.98668881 2.16652264 3.99658760 8.50437966 9.51326985 NA 11.58178216 9.26454183 9.68832830 10.84598997 11.12457919 NA 9.72109868 5.30036537 11.11227881 10.33141681 9.15645628 NA 8.33197521 2.80392961 10.34973172 7.44779572 NA 10.34597112 NA 8.85395948 7.07340039 NA 4.52014563 8.90947431 8.03275822 3.16650658 7.00220969 9.12070626 2.58154408 9.57684351 9.98384882 9.29464740 4.92732286 9.59270014 11.76745518 11.48768636 13.89551684 10.92547329 9.87386901 11.04609314 3.31851931 16.13133203 NA 8.20603803 10.24273158 3.31851931 7.90046654 8.36509146 6.83578894 2.39985467 11.20207269 8.86805888 4.77794567 NA 3.45601758 9.84677176 2.45601758 8.30036583 8.68832830 10.39372465 6.14633141 6.58904136 13.92607445 6.64763686 8.64224344 8.91544800 8.17649382 10.51603436 10.12586791 10.75979724 8.90947431 11.68614611 NA 3.58154408 15.59929822 8.77630406 NA 11.61474090 7.69355247 10.05863105 0.58159228 7.91842559 7.47231798 10.26102747 7.28660396 2.31851931 7.84207498 9.75230705 -0.00346663 8.67077697 9.15897618 9.39318965 10.63048829 9.52601539 11.21670918 8.41864957 10.73678725 10.03344530 10.32020259 8.54307437 0.99660568 1.80392961 10.75522451 9.02172428 8.65300984 9.59835571 9.28314254 2.99658760 14.41858390 10.01825889 14.25724716 10.76228536 6.45601593 10.96417139 3.99658760 6.20603755 10.60345267 9.83657588 10.12715541 3.38890588 10.92878483 11.73446593 7.89745161 9.03000798 11.24065135 3.08404725 9.66192076 3.08404725 2.69701759 0.58159228 NA 9.09461691 10.66635575 8.79424624 8.16901251 10.54423131 3.24450655 9.68133348 11.14506143 5.10510813 11.82650575 9.88304356 7.49643039 10.13293524 11.47257154 9.83032886 10.95513761 9.15897618 12.91656545 9.17773719 9.67694436 9.34641888 9.94786950 1.80392961 7.64404301 10.90572793 8.35032707 1.99656952 7.64299970 11.24836310 7.55117376 10.30378566 7.98526930 9.90121944 11.35083423 8.71597366 2.58154408 NA 8.58717181 5.68308444 10.19564374 10.33309138 9.10772056 11.40756610 7.49643039 10.87892983 9.38675384 7.31399766 9.72280309 -0.00346663 4.52014563 8.78774784 NA 6.96812878 1.31851931 3.24450655 4.08404725 0.99660568 9.86463576 5.26337250 7.01339303 10.51965669 6.05327645 NA 3.58154408 10.80916328 10.57354154 11.17338132 10.73805188 11.08669727 9.91470264 8.23259888 6.91544800 6.30537961 10.95259792 11.20999287 9.96453163 10.03275849 NA NA 10.25691641 7.31851298 9.83263515 9.86925977 10.01408925 7.85145298 12.99093829 14.33657400 3.58154408 11.17649395 8.01892510 12.96767930 10.45806430 -0.00346663 0.99660568 NA 7.01895235 NA 10.62912572 6.56644074 8.30946771 9.20237805 11.38567839 7.29120570 8.99658478 1.99656952 -1.00346663 11.01443717 4.45601758 1.58154408 10.52942772 9.10510944 6.77794436 6.23498983 8.51622124 10.98562452 8.61313380 7.74812910 11.42153843 9.12457913 7.95948096 9.95803456 4.20252743 6.71082985 8.77794468 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 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 2 2 1 1 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 2.219538e-06 1.144449e-06 2.2226191 10.4835524 8.2994484 10.1927387 2.5445596 2.2226191 10.5343812 7.8305551 NA NA 4.9775226 7.5080348 10.5669288 7.5445611 11.6047165 9.4099849 10.0251493 8.5713609 11.8981489 1.8076022 10.0945381 10.4478403 7.2779150 8.1651472 5.8664901 8.9641000 10.7174884 5.7144873 NA 10.0154231 10.2601799 2.8076022 4.0299917 8.1768294 8.9021131 NA 10.4870755 9.9265365 8.6149502 10.3441664 10.0728197 NA 10.0837198 6.9640994 10.7244701 11.0868191 9.3799798 NA 8.1768294 4.2226346 10.1280198 7.2994489 NA 9.8169576 NA 9.0332047 7.0681226 NA 4.8664877 8.9161198 7.8299631 NA 6.5445611 8.8556282 1.2226191 9.0991497 10.2463873 6.6983657 6.3925579 10.8038335 10.8510784 11.7199858 14.3653782 11.5195491 9.6509930 12.0467961 2.2226191 15.1268912 NA 8.2779155 8.5845766 3.3925647 7.8592577 8.1651472 8.0491815 3.3925647 10.6779601 8.0699411 1.2226191 NA 1.8076022 10.2954355 3.2226346 8.0299878 7.9974200 9.7598512 6.5445611 6.4705596 13.2008071 6.5445611 8.1533701 9.4514516 7.3415740 9.3563146 8.7656647 11.1739176 9.1592709 10.7762622 1.2226191 4.4705629 16.7055826 9.2697567 NA 10.1250080 8.3519158 10.0460001 NA 7.5624829 7.7144859 10.5149545 6.4894193 4.3100929 8.7024131 8.8915179 4.0299917 8.3621841 9.3232953 10.1592708 9.1855289 9.3621843 11.0198080 9.0137958 10.9531030 10.0523556 10.5126518 8.5301980 1.8076022 NA 9.7637296 8.8519895 7.8736846 9.5490625 8.8844111 4.8664877 13.6697161 9.4393788 12.5499048 9.3975585 5.6149513 11.2422236 3.8075919 6.5976727 11.1407507 9.9143765 9.5010824 3.2226346 11.0673386 11.4923440 8.2670268 9.8879687 10.8355014 1.2226191 9.4562526 2.2226191 2.8076022 NA NA 8.5535498 9.2113177 9.0202944 8.3047821 11.8443872 6.0806129 9.2198123 8.3047821 3.5445596 12.3087691 10.2940953 7.7064484 9.9858452 11.2724814 9.9803895 10.5218409 9.5713611 12.7415319 8.8808444 9.5976723 9.1768291 9.0299878 NA 7.4124572 11.1920194 10.4065039 1.8076022 7.7695271 10.8556281 8.2724814 10.3180299 8.2394410 9.8592576 11.6047165 8.3206652 NA NA 9.2477726 5.6488968 9.6572611 9.6106502 9.2113177 11.3647400 7.8225460 11.3327507 10.2463873 7.4320858 9.4610376 1.8076022 4.6149513 8.8113474 3.0299829 9.0072678 1.2226191 4.1295221 5.3925579 NA 9.2779153 6.1999138 7.5264139 10.4622314 6.3925579 NA 3.9230731 10.8308877 9.8318117 11.4770711 11.0404160 10.9949474 9.5976723 7.7848756 6.6488982 4.9108142 11.2574319 12.4323908 9.8664891 10.1927387 NA NA 9.6149503 6.6820648 9.7943855 9.7343855 10.5445610 7.3415740 13.4525032 14.2914951 NA 11.3925579 8.7677518 10.7154875 10.2519201 1.2226191 0.2226809 NA 6.3100965 NA 9.8001183 6.6320239 8.6020114 9.4562526 11.6815521 7.3206652 8.1826347 5.0806150 NA 11.3061122 3.9230731 2.8076022 9.8772689 9.0960771 6.9368782 6.1052758 7.9368782 11.2594934 8.5535498 8.1999128 10.6912569 8.4894193 8.3621841 10.0251493 1.2226191 6.5264132 8.6446978 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 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 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 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 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 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 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 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 5 0 0 0 0 1.525932e-06 3.121225e-07 0.3212354 11.9211648 10.4401930 9.9322768 7.2160697 10.0042466 10.7532718 10.7526033 NA 2.9418387 4.3656436 7.5739175 8.9776769 5.8911081 12.0485343 9.1667421 8.1792329 9.3670117 11.4911770 1.6431635 10.4563199 9.7704006 8.9487860 9.1462107 8.3953936 9.1509747 14.0612962 5.9062148 NA 10.2296446 10.1604557 2.7806880 5.2526995 8.1541422 9.7401587 NA 12.4354824 7.8873059 11.4146695 10.6688734 10.9033940 NA 12.4034010 4.9359641 10.0719590 10.6312967 8.2696190 NA 9.1205336 1.9061979 11.3254724 7.1604554 NA 11.0068768 NA 9.8359661 7.4556782 -0.6787646 2.9062172 8.9211649 8.5596566 NA 7.5927149 10.4659102 2.3212643 9.1714388 9.3765344 1.6431635 5.0761400 11.8188369 9.3422318 10.0877809 13.6083872 10.6060761 8.9919081 9.7969854 3.3212499 16.3439341 -0.6787646 6.6066539 6.6962916 3.3212499 7.0627186 7.7888573 6.8986812 1.9061979 10.9469609 8.1080769 8.6341351 NA 3.6431751 10.2198534 1.9061979 7.8090922 8.8986809 9.8467729 4.8448125 5.1541417 14.4845085 6.0354985 8.9174416 6.2637668 8.3042454 10.0452457 8.0627191 11.0644034 9.1541419 12.5928609 NA 8.7135694 15.2875546 11.6095414 1.9061979 10.6766031 7.2812541 9.7704006 2.4911861 6.9359618 7.8526337 11.2404878 6.8526331 -0.6787646 8.0320584 8.9024526 3.0216929 8.4166489 9.4773351 10.6204600 9.3927143 8.0286111 12.2717058 9.0525710 11.3370155 10.0669263 10.5602537 7.0503972 1.6431635 4.0216929 10.5476642 8.3127736 7.9794635 9.7610829 9.3324793 1.6431635 13.9635858 1.9061979 12.8332517 9.9043348 7.4505349 11.1370355 4.3656436 7.1286069 8.1885305 9.6622148 11.9276572 2.1286233 10.9573328 11.4037337 10.7532718 6.7475163 11.1398342 3.0216929 10.3581125 -0.6787646 5.4087153 NA NA 9.8930046 10.8521460 8.4709992 7.8487287 9.2488225 8.7888576 9.4349941 6.6699806 5.9651078 13.2204201 10.3338765 6.8758403 11.6287374 11.2677928 9.7327630 11.0324887 8.8681466 12.4639973 9.2652320 9.6307283 8.8834944 12.6145799 NA 6.2038941 10.6864808 10.1810352 5.1792324 6.8369517 10.3422319 7.4297766 9.5048873 9.3282793 10.2899188 10.8550684 7.2927956 -0.6787646 NA 7.7263932 3.2281414 8.3380602 11.1780665 8.9487860 10.4961777 3.4911733 11.7542531 10.4678207 8.3574258 8.8796727 0.9061979 4.9359641 7.0354974 0.3212354 4.5307075 3.7806880 2.7806880 3.0216929 3.7135749 9.4427855 4.6431809 6.9137092 10.7506588 7.3156052 3.0216929 3.4911733 11.3659876 10.5147774 11.5036463 10.5768707 10.5458567 11.1386354 7.9396374 7.1977691 6.4220193 10.2077107 10.0060006 9.1430260 10.4633590 -0.6787646 NA 10.2363844 7.6295912 9.5307054 10.3042456 10.1659578 8.5739175 13.3738200 11.6683196 3.3212499 9.1900745 7.2036505 12.0881949 11.2345154 2.3212643 1.3212354 NA 7.3765344 NA 10.4773351 6.4297766 6.7475163 10.1985361 11.2460645 5.5880400 8.4034011 NA -0.6787646 10.1612430 NA 2.6431866 10.0794752 8.3546752 6.1156679 10.5055075 7.9469606 11.7362014 8.8986809 7.2160697 11.1386354 8.4349943 5.8604116 10.3331781 1.5812548 7.3927141 7.3268762 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.332 -0.332 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.000 0.000 -0.332 -0.332 0.000 0.000 9.232644 12.251435 11.145415 9.440193 7.082804 10.529486 1.643164 5.179232 9.062719 5.450535 13.206090 10.434480 12.151371 12.380608 6.517584 7.530705 11.307805 5.764195 10.357426 9.023425 7.021692 8.498522 10.674950 7.234141 6.154142 11.705226 9.757963 9.332479 10.091090 NA 7.445373 5.049173 8.481123 12.138436 11.100561 8.934120 9.639795 5.713569 11.425851 5.179232 8.079475 10.580995 6.788858 6.115668 8.118914 8.508604 12.026236 8.312774 13.939465 5.728095 11.147403 8.871999 15.834548 11.555770 12.998862 10.311356 NA 10.847751 8.611271 10.038928 8.213036 6.875840 7.776579 10.441490 9.614724 9.930431 2.643187 6.875840 13.937726 11.376873 9.603182 7.817107 12.008846 NA 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 1 320 NA kidney stage iii t3a n0 m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 3 3 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.907416e-06 6.936056e-07 0.9620677 10.6871143 9.2428030 10.0027785 7.0981690 5.3994377 10.4558876 8.7856967 NA 2.4127002 5.4214623 7.7864604 11.0618182 8.8344505 12.2801983 10.6831313 7.3770699 10.6989978 12.4342153 5.5063512 9.8568499 10.3421324 8.3685916 8.7800817 9.0908513 8.8907972 12.8978111 6.8365011 NA 10.6196483 10.4678437 4.8689238 5.5272236 8.9880944 9.3283543 4.3770682 10.5419766 9.7246910 5.5063512 10.6064893 8.9639093 NA 10.6927853 7.2959333 10.6238103 11.2067924 11.6627608 3.3770682 8.7715324 2.9620307 10.7613138 7.5166211 -0.6228207 10.0827021 -0.6228207 9.4597377 8.3994373 0.3770682 5.4855943 9.8649096 8.7928114 -0.6228207 6.2597131 9.3896941 4.5865246 9.5076403 10.3847978 9.4869004 7.0281216 10.8936167 13.3564948 11.3287186 13.6371806 10.8267342 9.1235840 10.7472122 1.3770682 14.9430345 -0.6228207 8.7672387 9.4364140 5.3312645 7.3137075 8.4777320 9.3092844 4.3602940 10.9254099 8.3161199 12.6415123 NA 3.2839662 9.5730569 2.5470056 8.9103993 8.0913153 10.3210496 8.1747310 6.6438562 13.2954671 7.0844289 8.6601582 10.0609415 7.7390137 10.3057657 9.5804176 10.7763476 8.7102251 11.1113559 NA 6.3543499 15.9461835 8.7949220 3.0775165 9.5569788 9.2854623 10.5791934 1.9620307 8.7302164 7.8116977 11.0055152 6.9917792 4.4645310 8.3600631 8.8548279 NA 8.5865231 9.3327196 10.1015835 9.7433919 9.7302164 10.8473015 10.0299146 11.1113559 9.8858548 10.4282786 9.5795731 3.6250016 0.9620677 9.4869004 9.9582702 8.4777320 10.1964504 10.1015835 5.5668943 13.8896867 2.8365099 9.9926993 9.2052060 7.5816405 10.4296377 3.5469932 7.3486131 10.9620322 10.4973075 9.8507754 4.8689238 11.0081831 11.1816041 7.8528029 9.6320982 10.5944216 4.2350530 9.8636834 4.8033355 5.1319557 -0.6228207 -0.6228207 10.1868378 9.8127398 9.4592187 7.9393118 10.4912154 7.1319567 9.9478740 7.9084509 7.1452536 11.8194948 9.6854086 8.3966604 11.2143033 11.5519953 9.6364127 10.3728368 9.1747312 12.1096611 9.2944418 8.6273679 9.6320982 11.0059708 5.5865216 7.7779490 10.8903037 7.7740596 3.1844231 7.9385105 11.1710793 9.2020283 10.5318878 7.7169196 10.0326004 11.0705566 8.3742492 0.9620677 NA 9.1032878 5.9006326 9.6566803 9.3671736 8.8749214 11.7398354 5.2099602 10.7843746 9.2067924 7.9393118 9.8293110 4.3770682 5.0209244 8.9123451 NA 9.1168502 2.9620307 2.8365099 3.5469932 4.8364998 9.7758134 6.1049908 8.2225597 11.0499369 7.0102103 1.9620307 6.8365011 11.0285698 10.7102250 11.3283544 11.0895967 12.0267749 9.9620322 8.2067922 8.3195841 5.5726138 10.8267342 12.5886538 9.9201015 10.8492528 7.4049755 NA 9.8200131 8.0136945 9.4377656 10.2756710 10.1608864 7.1908509 13.5462117 12.9671888 1.6990185 10.8334240 8.1642865 10.8365012 10.4139301 0.9620677 0.3770682 NA 7.2959333 2.6989963 10.7603095 6.8769159 9.6034819 10.4895091 12.4450081 8.4512111 8.4084537 6.1185362 1.3770682 10.4558876 4.6624733 2.5470056 9.8947391 9.7768816 7.2412558 5.8033355 8.3994373 11.1682325 10.0441813 9.6178610 9.9497698 9.6487895 8.4214636 11.6494079 4.4012140 7.3018821 8.2929492 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 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 3 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 4 0 7 0 0 0 0 0 0 0 0 0 1.109769e-06 4.508437e-07 -0.8311013 10.9560198 9.6527493 9.6395923 7.0392985 10.5703463 9.8554340 8.2963863 NA 4.2115807 5.2563955 8.4403966 7.8934472 8.7725597 11.9217322 9.8536821 10.4692861 11.0848091 11.7292663 3.4168668 8.7669860 10.4192319 7.9859171 7.9535685 6.5087836 8.8431259 14.4930085 7.5483118 NA 10.5569508 9.7873190 2.7539040 6.0877959 9.0863056 10.3001474 NA 10.3618427 8.1376003 8.1026240 10.7655892 9.5846752 NA 10.7868601 3.7538933 10.9682151 10.3104020 8.5591025 0.7538612 9.0773261 4.0269151 10.4310284 8.3237515 NA 10.9179062 1.6466235 9.0546298 8.2590460 0.1688987 5.8413593 9.6004311 8.6527493 0.7538612 6.2669664 10.3180455 2.6283537 9.7425806 10.8628560 6.9698331 4.2982184 10.4358898 11.9764897 10.3007905 13.4311752 10.1822562 8.7946423 10.3569041 1.1689629 16.8747481 NA 7.9104005 11.5173850 4.6924942 7.1968391 8.3881021 6.4263218 2.5418865 11.1202182 9.0938351 5.3783868 1.4908781 NA 10.1989108 -0.8311013 7.7273542 8.5020887 10.1836514 5.2774567 6.3186802 14.1454081 6.3686060 8.0937461 6.4168617 7.7235224 10.4530404 8.8934475 10.8602408 8.8693733 12.9006768 1.4908781 4.5264883 13.8660096 9.5580271 1.9762903 10.7138979 8.1231297 10.1505008 3.6924942 9.4692861 7.7235224 11.3670716 7.2510828 4.3783868 8.7311758 8.6924955 3.4908653 7.9470103 8.7781123 9.5396208 9.7206417 9.5054400 11.7093328 9.4829501 10.4942390 9.6697753 10.6934752 9.1552448 -0.8311013 -0.8311013 9.9851171 8.7520163 9.5396208 10.0788266 9.8073694 6.0877959 14.1955002 7.3135914 13.1954569 10.0907745 7.8831791 10.3856793 4.2133239 6.7003149 10.2761506 10.1590375 10.3868912 4.0269151 11.1278052 11.3240680 9.2363678 7.3636906 11.1303832 3.4168668 10.2248530 2.9762903 3.4908653 NA NA 9.8127897 9.5930998 8.0454506 8.1347179 9.4387499 5.9502934 9.1913013 6.9568361 5.9633493 12.7478958 9.5676772 7.5352559 10.5666081 11.6545113 9.6290925 10.7477778 9.5043238 12.4601042 9.1447814 9.9154478 9.3636904 7.1745582 1.4908781 7.4727144 8.7330831 7.2169301 5.0758235 9.3352097 11.3250165 8.4953630 10.0423776 7.3186802 10.0057729 11.3525689 9.0907743 0.7538612 NA 6.8762922 5.1462153 9.4520219 10.0981919 9.5836187 10.6998275 4.0269151 11.6230734 9.6617881 8.2722215 9.5374399 -0.8311013 5.2563955 7.7119656 NA 3.0758235 1.4908781 10.6339182 2.8693779 NA 9.5009701 4.7836452 5.6118776 11.8829772 6.3903272 0.7538612 4.0269151 11.4948010 10.4755648 11.2722213 10.8470935 11.0989316 10.0276916 8.2215016 7.7003149 6.1423154 9.6046038 9.9271568 10.0034045 10.4902980 NA 0.1688987 10.1738561 9.6816740 9.5504765 9.8378185 9.8404746 7.4543355 13.0653605 12.8255818 5.7836426 10.9482425 9.2251783 13.7235223 10.5708797 NA -0.8311013 NA 7.3186802 2.3388522 10.7402263 6.4998507 8.7982900 10.4749952 10.8400322 7.5909979 8.8475338 1.7539040 -0.8311013 10.2323286 4.4168600 3.4168668 11.1404770 7.2878749 7.0454506 11.0542485 8.1576183 11.5275847 9.4908615 8.5698131 10.6390839 9.4728969 8.0728154 9.9986563 3.7345254 7.7311758 8.2377119 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 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 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 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 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 7 0 0 0 0 3.468028e-08 0 -0.1123188 9.6820493 9.7189407 9.9442712 7.9590961 NA 10.5534135 4.1663620 -1.1124747 NA 6.4345282 8.4053027 10.5480751 9.7564561 11.8805718 10.9061814 9.4707162 11.7097999 12.5559645 7.4536871 9.6648888 10.4369369 7.6257256 7.9724417 7.6142946 9.0130468 10.1206539 5.5023433 -1.1124747 10.6873199 10.3974085 3.1355677 5.9654103 8.6155539 9.8981616 1.8876422 9.8323456 9.5106004 9.8883378 10.5715053 9.7672168 -0.1123188 9.3804881 4.4422203 10.8105895 10.2440855 10.8057514 -1.1124747 8.2906456 -0.1123188 10.0823903 8.2207889 -1.1124747 10.6370462 -0.1123188 9.2670118 8.3552392 -0.1123188 7.3552392 9.8242714 8.6933772 -1.1124747 6.4875458 9.0873058 5.9644495 9.6673529 11.0783841 10.9574188 6.5600592 10.4218975 11.7547191 11.0007245 13.6900994 10.8176316 9.1260382 10.9604360 1.8876422 15.5072803 -1.1124747 8.7014146 10.0928158 5.4111957 7.7014146 8.4536875 5.9429156 2.7945198 11.1461995 8.7145632 0.4725917 2.0575542 1.6949693 10.0411855 2.9750982 8.2583210 8.0823902 10.5622671 5.8534169 6.3138988 12.9172658 6.8932578 8.6070221 9.7125922 8.9388424 11.3325811 7.9510288 10.5137988 8.6155539 10.9780768 NA 6.5096848 14.5725464 8.4053027 -0.1123188 11.3360079 8.6035956 10.4810246 2.7945198 7.9100011 7.8242714 11.1911289 8.3096983 5.3138988 9.2241401 9.0246247 NA 9.1272319 8.1236476 9.6307849 10.5228981 10.1456106 11.4332109 10.3274644 10.5386852 9.7487203 10.1509027 9.7957483 0.4725917 0.8876033 10.1561755 8.7189407 8.5570501 10.5368896 10.0013757 8.0848504 14.3724878 5.7824505 12.5008474 9.7276246 8.4574892 9.2528624 3.7945198 7.8064968 11.1681143 10.8566602 10.1776524 5.6018777 11.4516662 10.9774150 6.7331238 9.5609425 10.7794172 3.0575542 9.0040036 6.6885329 0.8876033 -1.1124747 0.8876033 9.9395221 11.1470825 9.4995804 8.3409040 10.6286369 5.3305763 10.5328415 5.7331238 6.5096848 12.1431047 10.1596800 8.6624206 11.1263368 11.0572453 9.1897584 10.3259056 9.5494116 11.7430860 8.9086133 9.7038171 9.3844872 10.1550054 2.5880850 7.8734755 11.2322068 11.3296050 2.3470703 8.8225629 10.8191097 9.3065402 10.8932580 8.0373806 10.4489214 11.1411855 7.8505294 -0.1123188 2.2095469 9.2319294 7.3834883 10.1158509 9.2550482 8.6307848 10.7193365 9.0860786 10.9743635 9.2517681 7.7362565 10.3060131 2.7945198 5.1355595 10.7291978 2.6949916 6.0373800 6.1164521 0.4725917 4.3470632 -0.1123188 9.9994213 7.9100011 6.2005161 10.0180046 7.4465896 -1.1124747 6.0373800 10.9337343 10.4126648 12.0064124 11.0117548 12.4895203 11.3924525 7.2670123 9.3739657 6.1516072 10.8385538 12.1829719 10.0793096 11.8427385 -1.1124747 0.4725917 10.0581846 9.5041824 8.6739030 10.2253669 9.3643796 6.5811207 12.3540924 14.8026258 8.1473769 11.3468089 8.1746761 11.9597661 10.2643015 0.8876033 -0.1123188 NA 7.3633665 NA 11.1345255 8.1660827 9.4287301 10.4541632 12.0735929 8.9523764 8.6024799 5.1730355 1.2095781 10.8638396 3.6425167 0.8876033 9.6599481 9.4847548 7.8476356 4.5880730 8.0373806 11.1086163 9.7315546 9.7960261 10.3175632 9.9602752 7.8064968 11.0026771 5.1544212 8.1845496 8.7125923 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 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 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 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.710479e-07 5.548845e-07 NA 10.69246137 9.53262340 10.21638065 8.54683737 5.23698236 9.39498373 7.52503996 -0.51787454 2.70860663 4.82194486 8.79497756 9.61073328 8.10047995 11.95808115 10.65076653 9.57815075 11.57650206 11.72779570 4.65202177 9.53737684 9.89201573 8.36014520 8.22356156 8.54818382 8.88297373 12.54869242 5.66200321 NA 9.91724377 9.66138157 3.23698236 5.31510970 8.26672939 9.36473744 0.48212546 10.87226340 8.96792366 5.73002308 10.07221368 11.09034925 -1.51787454 10.15451979 2.06705354 10.48138987 11.16201430 9.51620568 NA 8.26345419 2.06705354 9.97844892 8.27975589 6.26999624 11.01657488 1.96753754 8.79950699 8.10597606 1.65200456 7.14743085 9.68666562 8.23698188 -0.51787454 6.20319332 9.19719851 2.94151952 9.61523659 10.29427175 11.30426689 4.15451840 11.73480868 14.55447831 10.43046165 13.82472474 11.42991400 8.42892751 9.82528017 1.65200456 16.23700152 NA 8.75938190 9.71810865 5.22356156 7.11871894 7.85495937 5.34007440 1.82692468 11.45525365 7.85356594 3.52649454 NA 2.28945088 9.50654165 4.34007797 8.21680405 8.02319102 10.57913894 6.64196646 7.04051549 13.57860373 7.91045446 8.82305733 9.67130133 7.73239268 10.97465370 6.75821922 10.42753829 8.14209020 11.14364992 NA 2.18253340 13.78294745 9.41946831 0.06708796 11.81147035 8.23196370 9.81133022 3.90836139 8.72645830 7.83524134 11.42808689 7.36473788 4.97394643 8.91984656 8.64700144 -0.51787454 8.47219855 8.14743034 9.47927402 9.63057111 10.89201565 11.96545805 10.14876230 10.16508901 9.09680422 10.51103646 8.94757908 1.06708796 0.80405356 9.37463720 8.68176689 9.80176655 10.40876110 9.92140598 6.29587544 13.32812345 9.50792602 12.97882341 9.51276159 9.97093876 8.22187515 4.38898163 6.63184203 11.20639512 11.07221362 9.22860876 6.74418936 12.19234772 10.47962679 9.88829941 10.84321578 10.59388221 1.65200456 9.20623320 5.22356156 2.28945088 NA -1.51787454 9.98840208 10.32444475 9.57617215 7.60621568 9.44402159 6.15452043 9.09680422 4.74887981 5.66070904 11.93575092 10.28743524 9.41873242 12.03079595 10.55790783 8.61532654 9.94459670 9.88457365 10.98592019 9.05479477 11.10208508 9.48771907 9.62802661 2.38898852 8.57352980 11.07944872 12.38761026 1.48207382 8.79419457 11.61988611 9.28783841 11.07991426 8.75472419 10.51620558 11.20191108 5.84841763 -1.51787454 -0.51787454 8.80176655 7.10047943 10.52032756 9.74536357 9.24364576 10.39983951 5.95782872 10.43936341 8.93639384 7.49052280 9.85060083 2.28945088 4.34007797 9.02512627 2.65202751 6.40690736 3.87441338 0.06708796 3.42600974 -0.51787454 10.88350734 6.60621568 6.19633950 10.07238212 6.42589900 1.06708796 4.28945088 10.50550224 10.01542411 11.48684161 10.93613666 10.94868078 10.77124878 8.32601550 9.47148887 6.89050871 11.07595239 11.81650743 10.42057135 12.10105341 -1.51787454 1.06708796 9.72407757 9.24115041 8.67068316 10.60783073 9.38446950 7.89783638 14.77841921 14.41130661 0.06708796 11.54126987 7.44276273 12.67969510 9.92866079 1.06708796 0.80405356 -1.51787454 7.63184131 NA 11.19767253 8.81748480 9.35553852 9.77384076 11.19419148 8.90731042 9.09541417 3.52649454 -1.51787454 11.31181716 1.48207382 0.80405356 9.14920601 9.63374524 8.14018099 3.52649454 7.92917791 11.53924006 9.73712310 9.66075930 10.63152404 9.64195942 7.12595067 10.55924400 3.92735605 7.11145079 9.54751056 9.60038666 0.00541390 0.00541390 0.00805670 0.00138680 0.00000000 -0.00430070 0.00903120 -0.01257600 -0.01876500 -0.01876500 -0.01876500 -0.01876500 0.00541390 0.00541390 0.00541390 0.00194180 -0.00138580 -0.53165000 -0.53165000 -0.53165000 0.00805670 0.00138680 -0.00371640 0.00012468 0.00499690 0.00499690 -0.00939800 -0.00110870 -0.00517960 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.53 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.53 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 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 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 4 4 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 4 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 1.24849e-06 2.42762e-07 0.3538878 10.9406771 9.8029859 8.8295708 8.3481908 -0.6461122 10.8551770 7.4885206 0.3538878 2.1214796 6.7461542 9.0156155 9.4779586 10.0289122 11.8776443 9.7058808 11.0080258 11.2614792 12.3772452 7.5086552 10.6604687 10.5212555 10.0359542 9.3995971 7.1417403 8.9293765 11.8374012 7.1867273 NA 10.9537502 10.6017648 4.0542755 6.4628850 8.3706456 9.8546792 3.0542755 11.8135251 7.8968694 10.1898877 10.2387710 11.4165581 0.3538878 9.4439497 0.3538878 10.4837643 9.7947065 8.9274847 -0.6461122 8.3510169 2.8132784 11.1704210 7.4465945 NA 10.3187125 2.1001367 9.4574792 8.1579683 1.3538314 8.6369258 9.6564763 8.3566522 3.8774007 7.9462946 9.0783512 1.3538314 9.2133721 11.7693150 5.3982306 1.6757708 9.1898562 13.7850738 9.9648621 13.7584467 10.4792508 9.4959443 8.7674651 2.6757708 15.9585064 NA 8.3954964 9.6936873 5.1867264 7.5137086 8.6461591 4.1087252 2.5237627 10.9175103 8.4087131 1.6757708 0.3538878 3.1611944 10.2433413 NA 7.8968694 8.5802495 10.1700211 4.2118221 6.9387998 13.3398571 6.2364811 8.6017648 7.2786502 8.8416772 10.8247605 6.9758892 10.5174870 9.1020303 11.3689039 -0.6461122 3.4412976 14.3380778 8.6576182 0.3538878 11.2779075 9.7353804 10.0663644 4.2118221 8.0084734 7.8376532 11.1195378 8.5559611 5.2607295 8.6507534 8.2637302 NA 8.1740163 8.8734736 9.7801021 10.1253268 10.5374727 11.2279388 8.7801021 10.6375045 9.7146844 10.3368309 9.3153160 2.5237627 3.8774007 9.7884655 9.9904620 8.9958889 10.2749344 9.9509588 6.2727007 14.0484129 9.1692205 14.4421287 8.8214430 7.2364802 10.5337464 4.8132681 7.5922417 10.4991326 10.1128932 11.2402960 3.5237627 11.0989486 11.3018395 7.8616322 10.8341227 10.8954180 1.9388127 9.7602868 3.6017678 0.9387751 NA -0.6461122 10.1095595 12.1762090 8.5111842 8.7695790 9.7854185 5.0262645 9.1203662 4.9387986 5.5436629 11.8722446 9.3268171 7.5337463 10.7921094 11.3800149 9.8928797 10.8486930 9.5754245 12.1103937 8.7905489 9.7988521 9.1269765 7.8416776 0.9387751 7.0749367 10.8255126 10.5436372 0.9387751 8.7614661 10.1547372 8.1286244 10.3762052 8.1514986 9.7821975 11.3062146 7.3138390 1.3538314 3.5237627 7.0191737 5.3311176 9.3425221 11.0284710 9.0594697 10.5368523 6.5337471 11.3021790 9.2211161 7.8456901 9.7759021 -0.6461122 5.7632283 7.6530457 -0.6461122 5.4199265 1.6757708 NA 3.8774007 0.9387751 9.4426255 5.7967820 6.3872609 9.0138332 7.2747257 NA 5.0817572 11.2268969 10.2402961 11.7850738 11.2044149 12.2290107 10.1898877 7.2055861 8.6553336 7.1560305 9.8416774 10.7348395 9.8665778 12.0468886 4.3538384 NA 10.2234312 8.5262649 9.3692525 9.3524277 10.7310479 7.3196215 13.2014820 13.1536249 0.3538878 9.3439414 7.9030829 12.4500584 9.9758892 -0.6461122 0.9387751 3.7461515 7.5826561 NA 10.5281389 6.5826554 9.2486551 10.9198914 10.3650646 8.1930413 8.4675795 3.8132681 0.3538878 10.3671600 3.8774007 1.3538314 9.9703862 8.7801021 7.2055861 3.2607333 8.2425806 11.1938284 9.3636659 8.9703861 10.4927491 9.3624760 5.9537495 9.8675649 4.2374566 7.4199265 8.4831205 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 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.468028e-08 0 -0.07932559 10.92281904 9.22105973 10.11546404 8.35533568 0.50568772 9.78489343 9.18186187 -1.07917317 2.59991284 3.77869220 8.24263537 9.04224077 5.55006336 12.17425928 10.23415723 8.68059547 10.36727364 11.90476959 -0.07932559 9.86175489 9.86615102 8.60194568 8.90370082 6.74725580 9.10061635 14.32388773 5.67559578 NA 9.82834898 9.67559473 1.72805111 3.72806200 9.31516995 9.58426541 0.92067441 11.26915877 8.63838378 8.02399492 10.88649154 11.09157119 NA 9.88504808 4.89798579 10.06536551 11.02005501 8.18983395 -1.07917317 8.25609780 3.31302812 10.58515447 7.35949921 -0.07932559 10.26442594 2.24263299 9.83807928 7.72160712 0.92067441 5.24263680 9.60808291 8.74884359 0.50568772 6.91506072 9.77089411 3.67559014 8.95962615 9.62547544 11.26361528 5.14952765 11.76802499 10.79107194 10.37808814 13.54567399 11.25162413 9.15545276 9.62720318 1.50568772 16.32790860 -0.07932559 8.40250646 10.56906485 3.50567502 7.27385433 7.74407429 7.74407429 1.50568772 11.23783716 7.54962682 5.47529569 0.92067441 2.50566232 9.57265589 2.09061635 9.62720318 8.37191818 10.24825991 6.22448796 6.67559437 13.62882117 8.06536551 9.11669458 9.09563279 9.28593619 10.94188502 7.96236625 11.00817010 8.56456337 11.70656832 NA 7.82157374 14.49361466 9.93542512 3.24263299 10.55733187 7.08057879 9.10434269 5.24263680 8.99350964 7.88070940 10.53265417 7.09063223 3.62114930 9.14229447 9.21532793 0.50568772 8.53173195 8.75201462 9.55642539 9.80945046 9.73047540 12.36254005 9.22790806 10.70534209 9.42055314 9.90797131 7.68328871 3.62114930 1.92071252 9.65626324 7.54641605 9.69387946 9.98140317 9.96168178 2.38014760 13.90294326 7.50190802 10.82797348 9.15672146 9.49719160 9.23359020 4.89798579 5.77868694 10.42254439 10.79952448 10.15970902 6.85734532 11.55028923 10.87162760 9.77011231 8.33644898 11.11945922 2.62114930 9.42421501 4.96510086 4.13015661 -1.07917317 NA 9.96031173 10.20089799 8.82909986 7.50942191 9.06098741 3.67559014 8.63495259 5.95413115 5.82963902 11.94826771 9.84031546 8.83060045 11.60633206 11.68723613 8.96099699 10.13320362 9.80411424 11.62957556 8.91788670 10.25888645 9.48199514 7.73448812 3.00816415 7.38013894 11.17337264 11.31443551 1.50568772 9.30551254 11.37962643 7.73769082 10.79952448 8.26943529 9.83957040 11.29900208 7.53541692 -0.07932559 NA 8.39644081 6.86907435 9.99819057 10.43739213 8.96099699 10.80792786 3.50567502 10.75723498 9.12650057 8.83957040 9.61157815 1.24263299 4.98679773 8.68889160 NA 4.98679773 2.38014760 3.38013374 3.31302812 4.31302812 10.73007345 5.20610790 6.68225866 11.02424750 6.26393769 NA 2.72807288 11.23273929 10.41506282 11.48890087 11.56388699 10.54960834 10.01214263 8.98679630 8.73769082 6.57720372 10.75517827 10.91364558 9.81628258 10.25832918 NA -1.07917317 9.69467060 9.37397788 8.99082811 10.97768355 9.57713214 7.60720749 14.35282498 13.35728865 0.92067441 10.70411477 7.40480522 13.06783264 10.42502965 -1.07917317 1.72805111 -0.07932559 7.07045481 NA 10.36623948 7.98410226 8.64009596 9.14591457 11.43295388 7.86028622 9.38464023 1.92071252 NA 10.78721344 3.62114930 4.38014067 9.77167532 8.84996549 7.36779039 4.16863401 8.19450276 11.36727364 9.06281438 9.04353535 10.90263122 9.92773456 8.46180397 10.11361651 4.49632173 7.13502586 8.95688083 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 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 2 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 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 6.242451e-07 2.42762e-07 -0.8341845 10.8995560 8.7298427 10.3274551 8.2128174 1.1656869 10.3217764 8.0775944 0.1656869 1.5358539 5.1429729 8.3896950 10.6194784 8.8131517 11.7257872 10.4982894 9.7241141 11.3714866 12.3190870 5.0725818 9.4591650 10.2617495 8.3001196 8.1401079 7.6575464 8.9004028 10.7336494 7.1600469 NA 10.6675304 10.1379552 4.1198873 5.4510957 8.5877580 9.9363572 NA 10.7534708 9.4040980 5.5750854 10.0650503 10.4423993 0.1656869 8.6148420 1.9730602 10.7693197 10.6065624 9.6675304 -0.8341845 8.5144213 0.1656869 10.0429774 7.9138863 NA 10.4371038 1.4876407 8.1880611 8.1600469 -0.8341845 5.7202812 9.4499391 8.3653658 0.7506922 6.7877446 8.5961458 1.1656869 9.4603140 11.2324552 9.1052726 5.3154394 10.5970289 11.0620257 10.4802765 14.1062822 11.3258799 8.8041291 10.3001196 3.3356119 15.9852612 -0.8341845 8.4348200 8.8310291 5.2317818 7.3604503 8.0391373 6.5232452 2.8037643 11.1918709 8.3284371 -0.8341845 NA 2.3356262 9.7693197 2.6251302 7.7202819 8.0544366 10.2643834 5.6414275 6.4966109 13.3044451 7.0483365 8.6230742 9.7174016 7.2689808 10.9036251 7.8695969 11.1828497 8.3800125 11.2742177 NA 1.7506494 14.5979742 7.8131520 NA 10.9466431 8.7785618 10.1030671 1.7506494 7.7804033 7.9272446 10.9682097 7.1140609 3.1656869 8.6495091 8.6474926 1.7506494 8.2742179 8.0785826 10.0429774 10.3812263 10.4898738 11.2243785 10.0452765 10.8652657 9.3653656 10.5987571 9.6117738 3.9205791 2.6251302 9.6892553 9.3872805 9.3665919 10.4035008 10.0283306 6.0605100 14.0069136 3.2531573 11.5504770 9.5633679 8.1401079 8.4277880 4.3751437 6.4966109 10.6127766 10.5935299 9.8140509 7.3848614 11.4464264 10.8936138 6.9858727 7.9305647 10.8825128 1.9730602 9.1714300 5.1880606 1.4876407 -0.8341845 0.7506922 9.3406190 10.6271727 9.2478423 8.6454736 10.2669600 7.8167450 9.7431221 11.1529573 5.2317818 12.4496498 10.1915250 8.4230810 11.3564439 11.1870203 9.1073573 10.2637254 9.3629099 11.5935299 8.3653658 10.1213433 10.0127506 9.8310293 1.1656869 7.6615487 11.3647521 11.0927268 0.7506922 9.0857632 11.1977391 9.2128171 11.2175820 8.3306001 10.1859788 11.3536639 7.5877580 0.7506922 1.4876407 8.3306001 6.5665732 10.1818051 9.9850741 8.9020953 10.8412093 7.6127764 10.8686581 9.0710802 7.0785832 10.0483363 0.7506922 3.9205791 9.7212411 3.4136212 5.9730487 4.1198873 0.1656869 4.5919606 NA 10.0658053 7.3456022 5.9338771 9.7162285 6.7730231 NA 5.5055448 11.0804521 10.4394889 11.6312597 11.1628728 12.0350943 10.3268252 6.9071599 8.3919610 5.1173293 10.6700157 11.1393906 10.3702645 11.1253331 -0.8341845 NA 9.7822421 9.4797099 9.0483365 10.2807369 10.1915250 6.4040976 13.9052630 14.1337300 3.0725860 11.1329196 8.7670370 11.4461741 9.6754682 0.7506922 0.7506922 2.3356262 7.0544361 -0.8341845 10.6378764 7.3702646 10.0283306 10.5320155 12.1173423 8.3921053 8.6373686 5.1198915 1.7506494 10.9609213 1.1656869 1.7506494 9.7767181 9.1543779 7.4084384 3.4136212 7.5919584 11.2581201 9.5396460 9.4943682 10.6112255 9.7986886 7.0605111 10.6640439 5.2875388 7.6169046 8.9172375 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 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 1 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 1.768694e-06 4.508437e-07 NA 9.75591506 9.43013408 10.71420799 8.13486266 5.28835856 9.90909218 7.62912562 -2.04275399 0.83519648 5.28835856 9.16628713 9.61743918 7.83396025 12.08414767 10.53887916 9.93042304 11.71065893 11.40155218 5.65788291 9.02554961 9.69257610 8.35511804 7.96587200 6.36258386 9.42300957 11.37529574 5.80919319 -1.04245680 9.49125967 9.82317646 3.12736915 6.36262769 8.96236596 9.50144173 2.34976157 10.08930018 9.03091538 6.24746236 10.66588047 10.21453636 -1.04245680 8.65788291 5.40038764 10.36417964 10.94435182 9.28723956 -2.04275399 8.85226108 0.76477076 9.54662615 8.65441084 0.76477076 10.01363379 2.87583903 8.99704763 8.05810540 0.76477076 7.97425167 9.46672336 8.63955995 0.76477076 6.02353260 8.52254544 0.95746891 9.67640406 10.18265059 11.76701038 5.86433474 11.52057989 14.63018620 10.47215722 14.11279511 11.34303600 9.09379361 10.12329230 2.54240665 15.43134710 NA 8.89555256 10.66004877 4.60129835 7.53864369 7.75023332 6.89995744 2.36275040 11.46907236 8.36803232 3.88817823 -1.04245680 3.62986949 9.42504886 3.54240665 8.55363313 7.29506543 10.25407267 5.71899446 7.06596753 12.64481889 7.75672510 8.71316550 9.39050691 7.55176747 11.50142959 7.20774159 11.25206393 8.17782164 11.07800513 NA 4.86433474 14.10923275 9.18626185 -0.45759335 11.88753369 8.08414773 9.55967803 4.44929724 9.04424301 7.83242486 11.49028612 7.86132516 5.44929724 9.35297740 9.74779169 -2.04275399 8.81775435 8.29059857 9.33898613 10.55828533 10.58338030 11.71827021 10.06531407 9.99258590 9.23821388 10.07151090 9.17416470 2.60129241 8.13735238 9.78478598 9.34006728 9.71107790 10.44628756 9.85036548 6.64043728 14.16170866 7.77442667 13.12360629 8.65961600 9.22422964 8.26236503 3.20537687 6.81231210 11.08253375 11.16887528 9.74616158 5.54240665 12.33519599 10.72335087 8.69215272 9.55036740 10.74718059 2.65789148 9.29182270 6.55363237 4.94612727 -2.04275399 -1.04245680 9.60669946 10.06040304 9.56060587 8.24630927 9.15921188 5.57215298 9.36364813 5.63692328 5.22366581 11.70909187 10.62322326 9.11542164 11.15481349 10.64350593 8.86114430 10.29812788 10.51825363 11.44302097 9.06857892 10.59746218 9.88781098 9.82394946 4.46523661 7.85074443 11.09010355 11.41090290 3.12736915 8.54834838 11.60197548 8.97633872 11.43520149 8.08930005 10.25091481 10.87332260 6.52349766 3.73880026 0.95746891 9.14603197 7.21247207 10.33030831 9.28218633 9.36683406 10.82587997 7.98119736 10.52890433 9.28499594 7.71065975 10.25808180 1.65786862 4.26122239 9.67340519 1.95743176 7.79507143 5.21483199 -0.04260539 4.18626284 0.27941186 10.68663910 6.60849436 6.60129984 10.21394674 7.24386231 -1.04245680 4.69890743 10.37503204 10.25750971 11.45728909 11.13299273 11.43266998 10.81891789 9.02016408 8.88447307 6.72171716 10.83204036 11.31003843 10.31417026 11.73469853 -1.04245680 0.54240665 9.66781923 9.02823513 9.46375077 10.70484526 9.11668393 8.15956713 14.18823299 14.11981487 3.48100179 10.59474737 7.60283172 12.31265664 9.59859187 -0.04260539 -0.04260539 1.76481322 7.83088720 0.27941186 11.46077829 8.36789477 9.66048158 9.74371288 11.80508786 8.33682162 9.13201305 4.08672433 -2.04275399 11.69848877 2.71233165 2.71233165 9.32649510 9.47609629 7.90142325 4.75186001 7.23821364 11.37120332 9.68536361 9.56569808 11.38108438 10.21965849 8.20299604 10.67276175 5.06753547 7.91018459 9.83817463 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 female 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 2 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.109769e-06 1.040408e-07 NA 10.3347970 8.7841326 10.7069486 7.8291075 0.8489584 9.7147009 8.4504970 -1.1510416 1.1180274 4.5494104 8.9028936 10.6830436 7.0037855 11.8127668 10.6258118 9.9450238 10.8741072 11.6462238 4.3725273 10.6397234 10.2652374 7.7498346 7.7038358 7.9705011 9.0584209 11.4776410 5.6944568 NA 10.1139966 10.1999068 3.6563247 5.6171515 8.9231091 9.2010111 0.4339209 10.3073742 9.4329905 3.6563247 9.7254845 10.8524855 -0.1510416 9.4599924 6.8205109 9.9936258 11.4680412 9.9015356 NA 8.2065197 -1.1510416 9.8747993 8.2412849 NA 10.2042746 2.1104969 9.3646674 7.9364306 -1.1510416 6.6944582 9.5062862 8.3063484 2.8489584 6.2835959 9.1708957 NA 9.2423581 10.5632131 10.2809875 5.6818568 11.7445978 11.3805928 10.9617329 13.7871229 11.5910665 8.4339301 10.9519275 -0.1510416 14.3579075 NA 9.0288766 10.2288875 4.9364306 7.4112101 7.3368073 6.3567618 2.1708865 11.5485401 8.9951543 8.5853697 1.8489584 5.5768879 9.3527934 3.4339342 8.9137104 7.8433212 10.5580515 5.4783247 6.8205109 13.3471312 7.9417249 9.0645005 9.4423588 7.4746761 10.3862297 7.6237550 11.3866714 8.3428232 10.4159730 -1.1510416 3.8489684 13.8759233 10.0276325 -1.1510416 12.0380200 8.0535388 9.9633607 3.7069504 8.4245069 8.1753974 11.3968261 7.4819625 2.8489584 9.1652492 9.2530447 1.1708865 8.9204300 8.6707416 9.9083122 9.6579318 11.0235812 11.4341719 9.4691874 10.4742198 9.5407112 9.9423852 8.5379871 2.9364212 NA 9.2657651 9.3124921 8.9948999 10.4159730 9.8844541 4.8933622 13.6279687 9.5726286 12.4518984 9.3022382 8.7958737 8.9069594 4.2065182 6.6818582 9.7377109 11.0123028 10.2261782 4.6303297 12.2020841 10.6615461 7.5249248 8.9999842 10.5781635 1.6563133 9.5216140 4.3725273 1.4339209 NA NA 9.4282835 10.8930202 9.7490797 7.8657759 9.2688119 6.8031637 9.5178526 9.7693205 6.0050002 12.0497130 10.1016330 8.9833938 11.6219007 10.8330300 8.9222790 10.1584440 9.8397808 11.2983742 9.1708957 10.7135407 9.3527934 12.4589543 3.6038578 8.5018125 11.1544594 7.1006392 NA 7.4075796 11.6098954 8.7147009 11.5651440 8.4928238 9.9028935 10.9779286 7.6005114 NA NA 8.6450074 7.0584215 10.7346640 9.0584209 9.3297578 10.9113511 7.7162460 10.6042559 9.0387923 7.8545923 10.2250931 NA 4.0968943 9.9814674 2.7558490 8.6707416 2.1708865 3.1709025 5.9469998 NA 10.9827521 6.0968943 6.8147516 9.8810133 6.0431345 0.4339209 4.8489684 10.8664721 10.2283460 11.2541091 11.0207699 11.1773620 10.4641375 8.8002525 8.7678309 6.2909994 11.0477196 12.0452624 9.9483154 11.8547676 -1.1510416 NA 9.8761825 8.9257832 8.5476723 10.9297852 9.5709213 7.9679087 13.1872165 14.7697857 NA 10.8262475 8.0969428 12.1169247 10.1932635 -0.1510416 -1.1510416 -1.1510416 7.4073884 1.1708865 10.7100545 7.7193327 9.4507384 9.5213930 12.1992162 8.5649295 8.8564716 4.7069504 -1.1510416 11.0672281 -1.1510416 2.5493981 9.2402113 9.2412851 7.4855919 5.4783247 7.6563226 11.6295074 9.3165732 9.1355254 11.1349477 10.1253189 8.8333860 10.5946419 4.9606229 7.3842433 9.4664350 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 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 NA 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.468028e-08 0 -1.62104454 10.84705938 10.53755418 10.29855270 8.96672202 4.94880173 9.98488694 9.01521571 -1.62104454 0.30871035 4.82188876 9.03358048 8.04072260 7.25546108 12.20031988 10.33314081 9.18146089 11.06784822 11.68742573 4.18630246 9.03089304 8.90837491 9.32731169 10.10303190 7.13169339 9.59387063 12.71983773 5.42333949 NA 10.09790545 10.10814034 3.07937811 6.05136993 9.03447518 9.47170163 0.37895546 11.90324134 7.92969100 8.01556893 10.70284365 12.46756714 -1.62104454 8.84451088 12.19852488 10.12377831 10.22717621 8.18307556 1.37895546 8.32438850 4.26159099 10.42538639 8.35048797 NA 10.25266153 2.95304169 9.84838790 7.75615531 0.70088356 6.67356490 9.58839777 9.06369303 1.37895546 8.51593554 10.04871545 4.52869008 8.96765915 10.83991228 8.06018306 3.96390872 11.40002338 13.33477600 10.06369316 13.61536984 11.11977933 9.05136993 8.16847807 1.37895546 16.06907209 1.18631038 7.41511809 10.58687393 4.75398420 7.05842474 7.51337073 3.18629453 1.57429531 11.80035191 7.87450006 11.90287394 1.83838708 2.28584606 9.25852764 -0.62104454 8.69861647 8.15043376 10.68215443 4.05137210 7.17984442 13.74905292 8.10516262 9.50564902 8.07764891 8.29929733 10.93667864 5.81357343 11.24332414 8.46905689 11.75452699 NA 5.17335933 13.02702116 11.27886780 NA 11.83131445 7.87279983 9.38456900 7.93161333 8.51721624 7.57616081 11.48681542 8.54385156 4.02280278 8.79362964 8.74088811 NA 7.44503389 8.22286541 9.98117937 10.81226910 11.22854509 12.32398956 8.79151424 10.18307556 9.18307556 10.29966949 8.20820753 1.37895546 3.13382653 9.97606586 9.45375502 9.43786295 10.35479241 10.18065288 5.89464317 13.97816000 3.90250777 13.28893130 8.98442416 10.19272568 9.21262527 4.77126232 6.98996891 11.06325478 11.19192396 10.54918254 6.78408645 11.43916926 10.81539579 10.78568099 6.87079746 10.58014954 0.96391796 9.39049315 1.54888046 4.18630246 NA -1.62104454 9.90593269 11.40874932 9.38597173 7.90642164 8.00604046 4.40130962 8.28282619 4.87079870 7.03340098 11.65069932 10.06500730 8.73759585 11.59781039 10.89439793 9.15620799 10.32035899 10.73869405 11.65666779 9.11956861 10.95259166 9.22600172 12.76467211 1.83838708 7.06894269 10.76318863 8.02243995 -0.62104454 9.47084919 11.35389677 7.96202724 11.46026149 8.51977423 8.53376267 10.52487664 6.24930880 0.70088356 1.54888046 8.27830123 7.06894269 10.22443454 10.75859359 9.18790875 10.58290416 4.85467892 10.48178299 8.94974881 7.22129517 10.01330173 0.37895546 4.33313746 7.90446543 1.96391796 4.52869008 2.46641830 3.58839683 4.23692881 -1.62104454 11.40494914 5.59811207 5.23692498 10.17202752 6.34230228 2.46641830 4.05137210 11.35192426 10.56876910 11.67198500 11.23010788 10.94428461 11.63603764 9.78833547 9.78833008 7.37004132 10.17538974 9.90005408 9.97140158 11.72088020 NA 1.70088356 9.77072517 7.81981377 9.52232769 11.83661008 9.55947537 8.00830087 12.62457147 11.82447670 0.96391796 8.82085132 6.51813696 13.33808613 10.42128790 -1.62104454 -0.03608204 -1.62104454 7.65274031 0.37895546 10.88030151 8.09318988 8.81565612 9.99732995 10.72850218 8.51977423 9.59537517 1.18631038 NA 11.02932312 3.18629453 2.83836691 9.80048337 9.74253176 7.52105152 4.70087246 7.66896367 11.90458766 10.33095765 9.65099104 11.51337083 9.49559384 5.76264912 9.95259173 4.99365625 7.73209143 8.85973479 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 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 NA 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.352531e-06 4.161634e-07 -1.3172469 10.8929335 9.7010713 10.3388489 7.9820792 9.0730402 10.4801273 8.1272856 -1.3172469 1.5897635 4.9682751 8.6687131 9.9396694 8.1565766 11.9442314 10.6184045 8.5046450 10.9248542 11.9239604 5.0922624 10.5643675 10.3658656 8.4756613 8.6687131 8.9624816 9.0204930 11.8150494 6.3833103 -1.3172469 10.0025432 9.9176885 3.2064401 5.8529976 8.5455086 9.4277048 4.3267243 10.9343535 8.4039702 4.6601528 10.4817479 11.0826830 0.2678354 8.7135381 5.7596858 11.1051987 10.7633556 10.1651748 NA 8.5972563 3.2678354 10.0784052 8.1195824 -0.3170672 10.4766572 2.3359405 8.3030907 7.9164910 1.0048250 6.3049235 9.6758094 9.4158865 -1.3172469 6.5094203 9.0773338 9.5462831 9.5133863 10.2259029 9.1112312 5.5030497 11.4659450 14.7623142 10.0837506 13.5226162 10.5961345 9.0491932 10.3902302 -1.3172469 15.9351299 NA 8.2697107 7.4642304 5.0047980 7.2753284 7.7676793 6.2142531 3.5522541 11.5004544 9.2809514 1.8527979 2.2678354 2.3833034 9.6849828 2.1423154 8.5822278 8.3392960 10.4377585 5.8923254 7.2790608 14.1213056 7.7650202 8.8414807 9.0304925 9.4494000 10.4678739 8.0557363 11.0321523 8.3517560 12.0545116 -0.3170672 7.9307988 13.8743544 9.8351559 -0.3170672 11.8386380 8.0470055 9.8671266 6.0665757 6.8224230 7.1747240 10.9011316 7.5125935 5.2975803 9.1289205 9.7176701 -0.3170672 8.1340823 8.3850436 9.7272651 10.5054419 10.2020158 11.6522594 9.3885034 10.4073849 9.6637246 10.3486511 9.0304925 4.6828710 1.8527979 10.3249227 9.3597096 8.9188853 10.4728122 10.2536756 5.6828710 13.8021770 7.0964991 13.0745174 10.4188501 9.1101839 9.1206231 3.4902235 6.9260445 10.5566996 10.9991526 9.9803605 6.6428734 11.1676713 10.6898983 8.8862191 10.6043401 10.7616890 1.6828879 9.1087374 2.7703428 5.5283619 0.6828429 -1.3172469 10.1474169 11.3674006 9.5299285 7.8224223 9.7104316 6.5220746 9.8677464 5.6253845 6.1985708 11.9949031 10.7580159 8.6414239 11.1958584 11.3693716 9.0960757 10.1474169 9.8433728 11.7433981 9.1876901 10.6464897 9.8868307 10.8929335 0.6828429 8.8763963 10.9464337 6.5049635 3.5897635 8.3328637 11.5622628 9.0081765 11.0551920 10.3706841 10.1049359 10.6747472 7.2025069 -0.3170672 -0.3170672 8.6515379 7.3375068 10.2365004 9.5639850 8.0535583 10.4423432 6.2902014 10.7710862 8.8590443 7.1586046 10.1990635 2.2678354 4.9496563 9.9642216 1.4902107 7.6772242 5.2374605 1.8527979 4.7703322 1.2678354 10.9674060 6.8121542 6.6428734 10.5239873 5.8018131 0.2678354 5.4243376 11.1320197 10.7041981 11.3147302 11.0598104 11.4632058 12.1407649 8.9705834 9.4054566 6.9851896 10.5256143 10.9823653 9.9260451 11.1661830 NA 0.6828429 9.7293130 8.9331695 9.2706485 10.3357160 9.5761725 8.1906657 12.2346995 13.8931238 5.0404234 11.1558157 7.2862750 11.8192214 10.1995560 -1.3172469 NA NA 7.5927642 -0.3170672 11.3479849 8.2659539 9.8370563 9.3979751 11.5647498 8.8172974 8.8611375 4.1747260 -1.3172469 11.3007976 2.2678354 2.6828654 9.5920141 9.7630224 7.0137883 6.1091349 8.0773338 11.1598703 9.9734659 9.8646446 12.0293848 9.8674551 8.8160134 11.0282763 5.2616587 7.9519980 8.9319844 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 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 5 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.595293e-06 4.508437e-07 1.7881010 10.5246778 8.8190614 10.1813591 7.0569552 4.5723622 10.0007869 10.7174417 0.6181447 2.8931680 3.9400916 7.8872895 10.6802091 5.8849495 12.5984810 10.7198104 7.5489005 10.0862778 11.6872770 2.8660969 10.4885277 10.1965356 8.4287345 8.7653680 7.2402151 9.2310315 14.2130998 5.0104800 -1.3819493 9.8577615 9.9735140 4.8469796 4.1100124 9.3688698 9.5853892 5.2763738 11.0389127 10.6307875 8.8589542 10.9759898 11.1958278 NA 11.5750835 9.0412789 10.1014749 11.1619198 10.9395274 -1.3819493 8.6707309 4.3730496 10.5088072 7.6405306 NA 10.2916973 0.6181447 9.2611171 7.7525894 1.6181447 5.1727515 9.9619038 9.0317908 -1.3819493 6.4636535 9.7409910 6.4636535 9.6405307 8.6195711 9.2772669 7.2291880 11.2498925 14.6010674 11.7655269 13.7291355 11.0517484 8.9657843 10.3925382 -0.3817613 15.4966689 0.6181447 8.7830699 8.0444275 4.7679090 7.6405306 7.8153795 9.2941199 2.2210418 11.4401362 7.8759281 NA 1.7881010 1.7881010 9.9179434 5.4383428 9.6842521 8.1804055 10.2217893 8.8215109 7.2475193 12.4813813 7.5429753 8.8743716 10.3663558 7.2365481 10.3168242 8.4190627 10.6943104 8.2745878 10.8505839 NA 7.2941199 15.8671745 9.4486782 2.3186061 9.2781588 8.0999621 10.1937021 1.2031385 8.2012457 8.1765836 10.7974501 7.3220660 3.9400916 8.5114645 9.3638373 3.2031228 8.4415300 9.7455125 9.3229311 9.6370585 9.7666395 11.5865291 9.7924645 11.3300449 9.8547751 10.5355350 8.5533279 4.6405284 2.0775848 9.9372705 8.2602148 8.7855810 10.4946799 10.2370072 0.2031385 13.7466809 2.3186061 10.3460834 8.9921155 9.0286142 9.2958826 3.8660870 6.6570826 11.0829639 10.8436717 10.3112142 6.2402151 11.7773862 11.1095150 7.8251770 9.9259330 10.6989804 5.6515856 9.2942171 2.3186061 2.0775848 -0.3817613 NA 9.4190629 8.9035653 9.9679970 7.4125792 9.8553072 4.8079885 9.5053834 7.3011578 6.4125783 12.2847198 8.8954502 8.9822974 11.2190051 10.9978120 9.2456967 10.2543343 9.8409579 11.5817815 9.6467598 8.3896524 9.2754813 5.4510528 3.3730496 9.0094065 11.2344820 7.2006436 2.5250415 7.2453321 11.7127355 8.3116498 11.0272886 9.0786189 10.3293997 11.1609530 8.0693740 0.6181447 -1.3819493 10.5061450 7.1804055 10.2897040 9.6557100 8.5796127 11.5599442 4.2031228 10.8293424 9.4862138 8.3151305 10.1587753 3.1417271 4.0444291 10.1427047 -1.3819493 7.9035650 1.4255130 7.8984696 4.5954440 5.9844845 10.4186584 6.3392621 8.3477835 11.2827368 6.0190413 NA 4.6625587 11.0067184 10.8487839 11.1818359 10.7145486 10.9994355 10.3817903 7.5160081 8.1397631 5.9507810 10.8861200 12.7753519 9.6188672 11.2381536 -1.3819493 NA 10.1514927 8.9104844 9.2392990 11.2066433 9.6835791 7.8202868 14.1820146 14.1598041 -0.3817613 11.1004667 7.7920152 13.6097733 11.0262273 -0.3817613 1.6181447 NA 7.0190425 NA 9.6996464 8.2068776 9.5817815 8.7880879 12.3408637 8.5839474 9.2185497 3.4761483 -0.3817613 10.8971931 5.4885279 3.5250541 10.0083318 9.6439945 7.8153795 8.5606775 8.3494821 11.6200988 9.5015699 8.9378352 10.8358178 9.7194821 9.2162155 10.9880328 4.0514591 7.0898381 8.8324821 10.4040240 -0.0879790 -0.0879790 -0.0752130 -0.0080263 0.0038835 0.0592210 -0.0074224 0.0045781 -0.2346600 -0.2310400 -0.2310400 0.2967600 -0.0879790 -0.0879790 -0.0879790 0.0469820 -0.0752130 -0.0752130 -0.0752130 -0.0752130 -0.0752130 -0.0080263 0.0286200 -0.0264010 -0.0521280 -0.0521280 0.0045781 -0.0045714 -0.0418690 0.000 0.000 0.000 0.000 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 0.000 0.000 0.000 0.000 0.000 0.066 0.297 0.000 0.000 0.000 0.000 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 0.000 0.000 0.000 0.000 0.000 0.066 0.297 11.218076 11.744706 8.490068 10.563607 10.820287 9.572359 4.451053 3.373050 8.666650 4.399520 14.164485 9.457808 12.541583 9.983496 7.922172 8.556272 10.797139 8.953553 10.732556 11.036015 8.625190 8.549226 10.232137 8.155381 6.912784 11.230801 13.431092 11.0288793 10.1358323 2.7880801 8.6802090 7.1456398 9.9087578 10.3697069 11.7104245 9.8263972 10.3371238 7.2584077 10.6446864 7.1689097 7.7577140 9.9367057 6.7525894 7.2365481 9.3263845 8.0979431 13.4152671 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 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 1.17913e-06 4.161634e-07 NA 10.6772672 9.4615797 9.7934336 9.0625573 -1.4611639 10.0820273 9.2608208 0.1239310 3.3514870 5.8699133 8.4109007 9.8028514 8.2272458 12.5436548 10.9398748 9.0955015 10.9039507 12.4660326 5.7484478 10.8555598 10.3722808 9.9652602 9.5018913 8.7963833 8.9891756 13.4902004 5.4578602 NA 10.4039553 10.1787883 4.9483859 6.2043305 9.1164243 9.7220103 1.3463613 12.4355170 9.3366570 6.5942783 10.7729146 11.9867244 NA 10.2363974 6.3718847 10.3390864 10.9626366 10.3491653 -1.4611639 8.7126725 3.9652579 11.4438181 7.2600944 -1.4611639 10.2742763 0.6895675 9.1007893 8.0045621 2.7869309 5.6988658 10.4128240 9.2376999 4.1537081 7.2498018 9.7981502 3.0625535 9.2997154 10.1769787 9.8063674 5.7189041 10.3288143 12.2862443 11.1969837 13.3917199 11.4451344 9.1853292 9.9409415 1.3463613 15.5408653 NA 8.2007736 9.4726860 5.5162768 6.9183743 7.7411191 8.4975481 2.8295655 11.3238347 9.6146484 9.2498018 0.1239310 1.1239310 9.7732141 1.5389851 8.8665479 8.0268355 10.1651608 6.7963836 7.4093604 12.8983332 7.2394353 8.4307791 9.7539215 8.4931918 11.1410911 9.1945262 11.0114324 8.3559791 11.6645703 -1.4611639 6.5942783 14.9267603 8.8416342 0.1239310 9.6277836 8.5018913 10.0537094 4.8057826 8.8104585 7.9313125 11.7068839 8.4667735 6.1012383 8.5134098 8.6198128 6.2532405 8.3860526 9.4139767 9.6976051 10.3738614 10.3092463 11.5470370 8.9409416 11.3509721 9.9834927 10.6131368 9.0858031 3.2938854 2.6264625 9.6689224 9.0127011 8.6566387 10.4571132 10.1342529 4.5613628 13.9473915 9.7539215 10.4807767 8.8416342 8.8092906 9.6104578 5.0935855 6.6527374 10.5036973 10.6656998 10.5724184 7.4873625 10.8594970 11.2827780 8.9462633 9.3309722 10.7139210 3.9652579 9.6090760 1.3463613 1.7089376 0.1239310 NA 10.6174798 9.8782887 9.6291078 7.7605822 9.7731841 6.9183743 8.0207950 8.8998424 6.2394343 11.8081221 8.7963833 8.6010416 10.9615859 11.4322969 9.7677960 10.2922121 9.7355975 11.7849937 9.3703027 8.7226306 9.5389953 10.0502539 1.7089376 8.4741606 10.8990194 11.0446978 1.1239310 8.0930277 11.0048169 8.1846537 10.7337522 5.8151194 9.9772675 11.0170066 7.6211442 1.3463613 -0.4609653 8.2411681 7.2838292 10.1873529 10.8316046 8.9798644 11.0882988 5.2532405 10.8042705 9.0762138 7.6422835 10.1837530 3.9984302 5.1088506 9.4016328 -0.4609653 7.9420071 4.7089211 7.3623629 3.7869204 3.4458856 9.9850448 6.2600953 7.4338133 11.0800871 7.1780832 1.9984122 5.4697330 11.2027758 10.8404916 11.6767870 11.0827522 11.8238195 10.0625574 8.1201959 9.4155124 6.0650639 10.8954474 11.9054542 9.6862004 11.3032450 1.5389851 -1.4611639 10.3703026 8.1936313 9.4960974 10.8087708 9.8609235 7.9943229 13.2269724 13.2331356 1.7089376 10.7383610 7.7098468 12.0817855 10.4097454 1.3463613 2.7869309 -1.4611639 7.7678143 -0.4609653 10.4913835 7.8496084 9.5375857 9.9151208 11.9050443 9.1846537 9.1889073 4.1239558 1.9984122 10.2316108 2.3463613 3.1828512 9.9009391 9.1683520 7.4338133 4.3969746 8.2114206 11.1844286 9.3876182 9.2254959 11.2859296 9.7539215 7.5474244 11.2476482 4.5328967 7.9462630 8.5751690 10.7275842 -0.0184590 0.0167590 0.1771400 -0.0390220 0.3164800 0.0091326 0.1034100 0.0555600 -0.0057919 0.0085182 0.0085182 0.0446560 -0.0162480 -0.0162480 0.0230490 -0.0119770 -0.1683700 -0.1822400 0.1692800 0.1692800 0.1692800 -0.0390220 0.0069874 -0.0188850 -0.0337700 -0.0337700 -0.0401660 0.0330300 -0.1760900 0.000 0.000 0.000 0.000 0.134 0.134 0.000 -0.176 0.122 0.129 0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.140 0.000 0.000 0.001 0.169 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.103 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.134 0.134 0.000 -0.176 0.122 0.129 0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.140 0.000 0.000 0.001 0.169 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.103 0.000 0.000 0.000 0.000 10.449263 12.006474 12.039837 10.198545 9.654689 11.379970 4.153708 4.878843 7.988144 6.544620 13.773251 9.751838 8.295552 6.454278 7.922203 7.942007 9.705159 7.074271 10.310897 10.325265 7.772615 8.817143 9.830454 7.716415 6.594278 11.100999 12.732983 10.0502539 10.2976351 0.5390347 8.6488260 6.6734222 9.8215047 10.9028564 11.5592809 9.5669013 10.2083234 7.5018913 10.0167537 7.9140347 9.7238708 9.8547110 7.5888443 6.9140347 9.1435485 7.5751694 13.2811469 10.1805956 11.7463148 9.0313894 9.7720158 10.4311587 15.7928983 11.7839538 13.6342276 11.0497595 2.3463613 11.2355283 9.2643617 10.9989392 8.8687917 8.6010416 8.5062215 9.8687917 12.2911669 11.6246338 5.0467879 7.2428988 13.9179452 11.1351851 11.1808214 7.5076623 9.2753973 0.5390347 10.7435666 -1.4611639 13.0495741 11.3223026 10.5662103 11.222648 10.372281 6.931313 5.396978 9.317894 9.685564 7.660529 12.466279 2.538985 13.662470 12.502433 9.039837 8.573602 10.008128 5.860923 0.123931 9.860924 8.357578 9.567592 9.648173 11.614140 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 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.560613e-06 4.508437e-07 NA 9.2994956 9.6845093 11.2295489 7.8713330 2.3133329 9.6382683 7.4010365 NA -0.6177201 1.7283559 8.1546399 8.4540253 4.5357295 11.8305696 9.9157272 9.0044994 9.8848796 11.8855115 5.9763018 9.0815221 10.8675001 8.9181996 9.7198970 6.6512067 9.7525914 12.8322093 0.7283995 -0.8564760 9.6211709 9.7423957 3.4653346 2.8438432 9.4877086 9.7617982 1.9507670 11.6531876 9.4494743 2.7283777 10.9551887 12.4572877 -0.8564760 9.6825714 10.9414793 9.2401278 10.0397450 7.2467007 NA 8.8228926 3.2308793 10.3984412 7.4471932 1.4653476 11.2033080 NA 8.8105241 8.1740798 NA 3.0503101 9.6620657 8.0888566 0.7283995 7.6630485 9.9889026 4.1878073 10.1946216 8.8524964 9.9353895 5.5357295 9.7656567 12.8910811 10.9374223 14.0933305 10.4748895 9.0771033 9.4218620 -0.8564760 13.9611458 NA 7.7691218 8.4517518 4.7283777 8.4078553 7.3674139 9.5570405 3.7114398 12.2599190 7.0552835 1.7283559 NA 2.8438432 9.4720876 0.7283995 8.2956973 9.1063085 10.2068077 7.9378287 6.6272289 13.8820855 7.4195372 9.8438523 9.9313152 6.1768354 9.9780258 10.9020522 11.0149329 7.5654776 13.4262839 0.1433934 4.5009677 14.2940326 10.0851939 NA 11.6148338 7.7617979 10.0815219 6.7727698 6.2095021 8.0976087 10.4998646 5.6028428 3.1434097 9.5303529 9.6089790 1.7283559 7.2041084 9.0844603 10.6859609 12.1998810 11.2909356 12.2675258 9.2095019 10.5373393 9.8721834 10.5512115 9.2929566 5.8713336 1.7283559 9.8351562 9.2081553 8.9033007 10.1483354 10.4090277 4.8983003 14.4424775 5.0503014 5.6028428 9.0697086 9.9402634 10.8903467 4.3528644 5.9247721 7.6708899 10.9041326 10.0645097 6.9507670 11.4815167 11.4701230 10.6704008 13.1624821 10.8932820 4.4653411 8.8032303 4.0013969 4.8713311 NA NA 10.3152149 6.0503036 9.9426942 7.3282881 8.8488548 5.5696764 7.9049639 9.9165519 5.1657793 11.1726998 11.8617314 8.7836577 10.3120847 10.4013897 9.8645118 9.7590423 10.1313872 13.0800506 9.5086414 10.5222493 10.7250840 3.3133329 2.4653476 8.8490450 10.8563694 13.3830276 NA 7.6857482 10.1630034 8.7075621 11.3589456 5.2726951 10.8228927 11.0491757 5.9889028 1.1433934 -0.8564760 10.0176255 7.3282881 11.1023278 9.9353895 8.0592920 10.5575693 4.2726951 11.2444034 9.6699119 7.3960781 10.6546711 3.2308793 4.8158367 10.3357054 NA 7.4653411 6.1878073 2.3133329 4.3528644 2.4653476 12.3198975 5.6980017 9.4345834 9.6120264 7.9214899 -0.8564760 1.7283559 11.0017822 10.8105242 11.4368843 11.3111444 10.3076910 9.8272844 8.7414650 8.4252730 5.8273897 9.6825714 9.7236712 10.2268920 10.5961687 0.1433934 NA 9.7414651 8.5946236 9.6402664 10.7232000 9.5790828 7.7872685 13.1598727 15.4287426 1.1433934 10.6337621 10.7909025 9.7470389 9.6201588 -0.8564760 0.7283995 NA 8.0741500 NA 10.5031622 8.3479836 8.6960818 10.4585622 11.9937948 8.8051909 8.9889968 12.1217656 0.1433934 11.2925246 1.4653476 2.3133329 10.2855197 10.0518052 7.0741500 6.1878073 8.0711904 11.6079584 10.1278311 9.5453588 10.8408147 9.2348481 7.1149562 10.1650866 4.0416197 6.6512067 8.8696309 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 1 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.387211e-06 3.814831e-07 0.9599927 10.0903157 10.3162345 10.2486380 6.1379195 8.6769934 10.3892000 7.6913485 3.6824722 5.8899821 5.2819319 7.6879229 9.6274690 8.1926632 12.5801307 10.4913840 10.5725025 9.4851317 13.1313045 6.7725007 9.8788659 10.9231877 7.3140312 7.8278990 5.8572420 9.4103890 14.8198479 3.9600019 -0.3619725 10.4165624 9.8371332 5.3245766 5.8572420 9.7660689 9.2582942 9.1198739 9.8328313 7.4614418 9.2230371 12.1380449 9.7985763 -0.3619725 11.4784590 5.3245766 10.4284230 9.3051860 10.0939153 -0.3619725 8.8656903 3.0975097 9.9141988 7.7699317 -1.3617871 10.1469438 2.3206580 8.3795413 8.4898235 6.5022606 5.8475285 10.7680014 10.2036527 5.7255367 6.8907397 9.0174529 8.6756215 9.0580348 9.6260490 8.7162251 8.7621956 10.1606168 11.6590544 9.7615492 14.4347479 10.7985762 11.0303919 9.6987705 3.5922657 14.6902179 5.5449644 8.0346790 5.7361069 5.3245766 7.8548204 9.1319300 7.1458690 4.8332241 11.2105378 10.0762114 -1.3617871 2.7255449 2.3385100 9.0022091 1.4454089 9.2379874 9.2463292 11.0527597 5.4062577 6.5628865 13.9185915 7.0043969 8.4534579 6.1537749 10.2216274 10.6066981 5.7776249 11.4636296 9.4169729 11.1336797 -0.3619725 8.6224930 12.9275170 10.0700944 1.4454089 9.9701111 9.0944290 10.4157407 3.8080040 8.6182141 6.8668931 11.2697063 7.8620763 7.2783194 8.9153619 9.1840043 8.6987703 8.8315999 6.5747131 9.3166746 10.8704954 10.7785848 12.6906952 9.2173904 10.6828101 9.8901486 10.6607891 9.2814347 3.6380738 0.9599927 11.3990023 9.7492101 9.1694560 10.4614417 9.4670043 3.5922657 14.9184465 6.6267589 7.3069594 9.1329300 7.5569375 9.2333321 6.1537749 8.3104996 9.1299274 10.7105421 9.8824382 4.4194310 12.2382929 11.7086986 8.0325373 10.3367791 10.9435662 2.7255449 11.1310242 2.4454354 5.6714972 -1.3617871 -1.3617871 9.9717890 9.8734904 8.8560320 8.5776535 11.5185840 8.0559272 9.2828320 7.3210694 5.2379881 11.0279747 10.2472532 8.1577107 10.6324279 11.1286747 10.4573554 10.7377511 9.6239164 12.1093686 8.5584272 6.2079299 9.8925126 11.0000182 1.6380738 8.4598484 10.5643705 6.4454288 8.2962858 7.7557175 10.5998859 7.8352912 10.5490918 9.1329300 10.0559270 10.4987735 8.5479676 1.2230518 -1.3617871 9.1586932 5.9600019 10.1274207 10.5820544 9.0985304 11.7694491 6.0892863 10.4221367 8.9384269 8.8179836 10.4827802 3.3385100 2.2230518 8.8303672 2.4454354 4.4454288 1.8080143 9.6145455 1.6380738 0.9599927 8.9701111 4.7041637 5.4454288 9.9950766 7.9409419 4.1616378 4.1926597 11.9033965 11.1613914 12.1716475 12.0016617 11.1943410 10.0495854 8.1478495 8.4709647 6.2377645 9.4510538 9.5561924 9.4397829 9.2864321 10.0109395 -1.3617871 9.7314920 8.0495856 9.7699314 9.5827865 10.6906425 8.5434615 12.7247912 11.7859154 0.6381202 8.3367792 10.0132388 11.4516553 11.4618398 0.2230518 -1.3617871 0.9599927 8.6865615 NA 9.7973657 7.6067413 9.1066985 9.0389538 11.9192801 8.8704954 8.9710397 2.8079937 0.2230518 11.0646013 5.1299259 4.2527865 10.0564541 9.7712168 7.8812486 6.4709647 8.2998527 10.9574643 9.0706163 8.6139224 11.0005663 10.2884082 6.1616358 10.7814577 6.5699938 8.0389541 8.2155034 10.8662919 0.8090800 0.0249690 0.5549600 -0.8056700 -0.8505100 -0.0018014 0.0328450 0.0172640 -0.3013200 -0.2803700 -0.2803700 -0.2803700 -0.8216200 -0.8216200 0.0249690 0.0000000 -0.2470000 -0.2470000 -0.2470000 -0.2470000 -0.2470000 -0.8070800 -0.8143200 0.0328450 0.0253900 0.0353830 0.0200630 0.0287630 -0.8192200 0.000 0.000 -0.827 -0.827 0.761 0.761 0.000 -0.813 -0.828 0.000 0.000 0.000 0.000 0.000 0.000 0.490 0.490 0.000 0.000 0.000 0.000 -0.815 0.000 0.000 0.000 0.308 0.555 -0.812 -0.812 0.000 0.000 -0.814 -0.814 0.000 0.000 0.000 0.000 0.000 0.000 -0.280 -0.280 0.000 0.000 -0.827 -0.827 0.761 0.761 0.000 -0.813 -0.828 0.000 0.000 0.000 0.000 0.000 0.000 0.490 0.490 0.000 0.000 0.000 0.000 -0.815 0.000 0.000 0.000 0.308 0.555 -0.812 -0.812 0.000 0.000 -0.814 -0.814 0.000 0.000 0.000 0.000 0.000 0.000 -0.280 -0.280 8.290919 12.700036 6.946414 10.856638 8.137920 8.901344 3.960002 7.568812 10.044811 4.520718 14.238800 10.070147 11.270615 7.104375 8.370615 8.438974 11.013928 5.207932 10.351031 11.669431 8.424344 8.542438 10.864890 9.029318 6.207930 11.309173 12.682042 10.1478494 11.2162112 6.2454044 8.9072010 7.2155029 10.0453422 11.1842455 11.3465118 7.1577107 10.2384520 7.7544186 11.0585611 8.5908157 7.1616368 11.8819922 4.4454288 6.5449644 5.8079988 9.2117216 13.3984826 10.3866866 12.5142077 7.1725325 12.0233977 11.1772333 13.7170592 10.7913098 13.5170354 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 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 NA 2 4 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 1.872735e-06 4.855239e-07 0.1737671 10.7788239 9.8212658 9.1207138 7.2979287 3.1738150 10.9867869 6.4532789 0.7587296 2.9904103 6.7129658 8.2452698 10.8646785 10.1885254 11.1592936 9.6796191 10.5483036 10.6490343 12.8414734 6.6332394 9.9551672 10.5548096 8.5596700 8.3437325 7.3708766 8.8914839 10.1927031 7.8777111 NA 10.9706583 10.7110258 2.7587722 6.3437329 8.2849430 9.6796191 1.4957463 10.5693416 8.3661001 3.7587722 10.1045448 10.0866967 -0.8262329 8.4074271 4.6973679 11.0236035 9.9093634 9.7264765 NA 7.9939862 2.6332452 10.3222840 7.8031644 -0.8262329 10.6947502 -0.8262329 9.4821464 8.4429340 2.4957463 6.0926705 9.2358536 8.6796191 0.1737671 7.3487335 9.3953947 2.4957463 9.4487680 12.2847801 7.0503243 5.3235538 10.2032466 12.8146173 10.1001034 13.8214345 9.8497644 9.0255565 9.4311952 0.1737671 16.5227085 NA 8.4661291 9.4534180 5.8742461 7.2017132 8.3953945 5.0564491 2.8797842 11.1815356 9.5379749 0.7587296 1.1738310 2.7587722 10.2908012 1.9811585 6.9875892 8.4979879 10.1229046 5.6000735 6.5313596 14.6360221 6.6332394 8.7032381 7.4452707 9.1352570 9.9422564 7.2770949 10.5969234 8.4684281 11.1892225 NA 4.3437347 15.0347004 9.4359023 NA 11.4883907 9.5650510 10.9485945 3.2612750 7.1906158 7.7885174 11.9753137 6.7662639 2.1737990 8.6495407 8.8266524 NA 8.1681611 8.9336957 10.3443585 10.5373947 10.1367034 11.1633722 9.3808219 10.4962990 9.8991737 10.5778846 10.0609672 0.7587296 1.9811585 9.6291347 9.7350955 8.4452707 10.4655538 9.7168393 8.1453509 13.8848291 9.9311974 13.8905198 10.7695312 6.7811380 10.7336625 2.9811585 7.4730157 8.8655511 10.1192512 10.3814319 3.8176642 10.5895070 11.2375396 9.3820419 7.0379938 10.6475132 1.4957463 9.5161933 2.7587722 2.1737990 NA NA 9.7303135 12.7624050 8.2744699 8.8444638 11.2704502 7.9682233 9.5466724 10.5693416 4.4592086 11.9263972 10.5181034 7.1738070 11.0090684 11.2082625 10.1752789 10.7090829 9.4568959 12.6694127 8.9633412 10.0926707 10.4446867 11.5491185 1.1738310 7.4074275 10.4258815 11.4284907 3.6332336 8.2476010 10.4912201 9.0716530 10.2790613 9.1752157 10.6214073 11.2655734 8.2901516 NA 2.6332452 8.0130111 5.8742461 9.2888511 10.1170549 8.9220004 10.5942941 9.2612703 11.1294864 9.1892224 7.6495407 9.8672945 1.1738310 5.4592086 8.2127264 5.1961742 6.0564513 3.2612750 3.2612750 3.9286925 1.1738310 9.6270780 7.2127269 7.1395913 9.4649782 6.7378801 1.4957463 6.4405935 10.9959799 10.4991129 11.9430254 11.2392236 12.5131008 10.1780279 7.8672942 8.3562019 5.9221336 9.9203217 11.4724429 9.9835755 11.2820052 0.1737671 -0.8262329 9.8320189 8.7032381 9.4181714 9.1681609 10.7003067 6.9682233 12.6245032 14.1530540 2.9811585 10.1518029 8.3744853 12.1197999 9.9286950 -0.8262329 -0.8262329 0.7587296 6.7737208 NA 11.7683677 6.2182019 9.9102093 11.7298345 11.2051641 7.5916600 8.3437325 6.6084352 -0.8262329 9.9915906 3.6973735 2.3437205 10.1453510 9.0114355 6.8248595 3.6973735 8.0686251 11.1319976 10.0480203 9.4510949 10.9156957 9.3449842 7.2823323 11.0908065 4.6656600 7.4730157 8.0098577 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 NA 5 1 2 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 1.525932e-06 6.242451e-07 -0.3900560 10.1787888 9.5821444 9.7385215 7.4010459 0.6098495 10.3739248 8.1237681 -1.3902450 2.8020691 5.6433050 8.3206891 10.5424665 8.6433057 12.0357542 10.4817879 8.4631921 10.6415839 12.1686621 4.7997090 10.7362645 10.3998238 9.2162878 9.5611674 7.8018797 8.9010533 12.0730596 6.4042986 0.1948435 10.5398808 10.4236639 4.7997090 5.7288239 8.8046396 9.6126977 1.1948435 12.1419950 9.7443090 6.8530562 10.7125145 11.8382504 -1.3902450 9.5406200 9.8470926 10.7223221 10.4890830 11.2381003 -1.3902450 8.4740689 4.1334484 10.6186614 8.0795243 -1.3902450 10.4101678 0.7407981 9.3136393 8.1587046 -0.3900560 6.5287463 9.7131705 8.6197112 1.4172179 8.3241283 9.6993332 4.9849220 9.6287783 10.9778434 8.7959968 6.6973457 10.0504715 14.2653295 10.7672295 13.8799589 10.5376607 9.1661204 9.9067989 2.0693241 15.6882524 -1.3902450 8.3120552 9.7203660 5.2392376 7.3912427 8.3155151 7.7288239 2.0441843 11.3464960 9.0073755 5.6542780 -0.3900560 3.8952832 10.1241036 2.4172449 7.8217708 8.1873115 10.4144171 7.6405501 6.9541789 14.1743299 6.8625481 8.9419191 8.7947580 7.7079147 10.3976220 8.3445924 10.3969689 8.4490863 11.8928262 NA 4.8386997 14.9258459 9.5287459 -0.3900560 11.3388660 8.7378770 10.3768256 8.6638086 7.7947583 7.9475043 11.1415078 7.7519899 4.1017341 8.0507520 9.0266803 NA 7.5985677 8.9575040 9.7577235 10.4875503 10.4932897 11.6302949 9.4091643 10.9862794 9.9514014 10.9616501 9.6596019 1.7798060 1.6098968 9.9751115 9.2955075 8.8072467 10.3693548 9.7897917 6.2319354 13.6541487 10.1863670 12.8879691 10.0314215 7.9022045 10.0785067 4.8952832 7.4140137 10.2190614 10.3891916 9.8156760 5.8387022 11.2134765 10.9530683 10.4844798 9.1285357 10.5553265 1.4172179 9.3885430 2.3103110 1.1948435 -1.3902450 -1.3902450 9.5677103 11.5989223 9.3722648 8.5346951 9.8593161 5.9136626 9.1206469 9.8860070 6.3378038 11.9090907 10.0590313 8.0896629 10.6752988 11.2687636 9.5781390 10.9663346 9.5257620 12.1503740 9.0916821 9.7941382 9.6063562 10.5724172 0.9318343 7.9914255 10.7519897 9.5165553 1.4172179 7.9118815 11.0807957 8.7507123 10.5982123 8.8964405 10.0942020 10.9136634 7.3479747 -0.3900560 1.1948435 8.4204542 6.3977859 9.9447145 10.3051110 8.6098827 11.0437288 7.1451577 10.7045311 9.3572364 6.9586107 10.0866288 1.7798060 4.6322508 9.9696322 0.9318343 8.6933618 3.4172314 3.9674361 3.8952832 3.4678664 10.3072846 7.1216350 7.4522330 10.5432561 5.6563505 1.7798060 5.5167748 11.0792701 10.7272011 11.4883168 11.1806871 12.1629119 10.5910931 9.0528261 8.4091155 6.2845697 10.4232630 11.8632870 9.9952058 11.0442503 -0.3900560 -1.3902450 9.8476901 8.1393134 9.3361008 10.0659495 9.9870932 7.9674349 12.9170123 14.2388123 1.4172179 10.8672705 7.7913081 12.2824185 10.2831917 0.6098495 2.5167716 NA 7.7288239 1.1948435 10.7997165 7.1835302 9.6266910 10.3433218 11.5900222 8.4740689 8.9186653 5.1644725 1.6098968 10.4447486 3.6542751 3.3103256 9.8883321 9.3403529 6.9718263 4.8193361 7.8411039 11.1714093 10.3215497 9.1107245 11.2317056 9.5227720 7.8696259 10.4951977 4.8653844 7.3479747 8.3764115 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 female 2008 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 3 2 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 0 0 0 0 0 0 1.768694e-06 5.202042e-07 1.801613954 11.092601831 9.864605425 9.829501716 7.735707647 2.316174712 10.074392106 8.719027332 -1.005782353 4.261402938 6.377944491 8.414201085 9.806417993 9.065703164 12.508708223 10.451621603 7.670198054 11.116097967 12.541978762 6.143987208 10.804812348 9.928668781 9.924978137 8.980082726 7.916081880 9.215827818 13.257509933 6.377944491 -1.005782353 10.488096200 10.179735707 5.164166790 6.594451511 9.135070512 9.643496914 5.242168032 11.740125086 9.001268000 7.049522954 10.545468322 11.622458390 1.316145742 11.264536079 4.420502613 10.367105756 10.556006006 10.692077115 NA 8.634485817 0.994217647 11.195445725 7.820789106 0.579180148 10.281491358 -0.005782353 9.004069306 7.951343004 0.579180148 6.386557487 10.240981374 9.299162447 3.801593262 6.930879235 9.650665665 4.242168032 9.210986633 11.189920529 8.720458722 3.694679650 9.377361734 11.602495575 10.739915086 13.686147788 11.208863434 9.307123605 9.613543624 2.316174712 15.216752651 0.994217647 7.698144146 9.746621302 5.814419683 7.648876679 7.879937294 7.461846111 2.777703755 11.215223558 9.709627866 6.081703920 1.579180148 2.801593262 9.985762544 0.579180148 8.397252778 8.242168032 10.214014277 5.469973863 6.833444206 13.339160745 6.977234123 9.080377059 8.471999073 9.080377059 11.055041333 7.742433403 11.047827293 8.755791909 11.753920915 -0.005782353 6.638097013 14.218694688 8.778875485 NA 10.439772926 9.101457836 10.425215903 4.876885247 8.302579981 7.980082440 11.766349057 7.718754786 6.755791575 8.316168827 8.388703587 4.608951140 7.571669226 8.847550378 9.849887952 10.381719546 10.080376925 11.400804525 9.201255006 11.126419132 9.877647791 10.702893593 9.187014250 3.749126609 -0.005782353 10.083691262 9.672840941 8.516253159 9.958581569 9.854551766 5.469973863 14.146406713 6.982925145 13.085758762 9.403631589 7.801595849 10.116421683 5.143989248 7.261027702 10.332419948 10.775190497 9.736550083 5.680740675 10.930989048 10.879174352 8.465916119 9.846770188 10.725559769 2.694679650 10.080257525 2.901127556 3.081697530 NA NA 10.377945033 11.370637500 9.331862609 8.405751607 9.962324307 6.749127950 8.954242557 5.437184452 6.722161332 11.843645830 9.417356556 7.804812509 10.911239770 10.884504972 9.329787370 10.671519926 9.980793927 12.152219172 9.344074826 9.094902940 9.151587667 11.328793389 1.994253859 7.494086742 11.048166626 8.683312573 2.579204289 7.789079084 10.950616913 8.329630873 10.763252045 9.136347778 9.881461359 11.169790306 8.476040174 -0.005782353 0.579180148 7.927931407 6.223059514 9.880699451 10.170413832 8.288861461 10.739915086 5.594154382 11.017468351 9.461846316 7.302579524 10.126097717 1.801613954 4.316167469 8.899627611 3.453675602 7.102765196 2.801593262 4.420502613 3.316174712 1.316145742 10.188997613 6.845989262 7.054936364 10.299875053 6.960025108 0.994217647 5.839730370 11.476796621 10.407339685 11.753712872 11.383872093 11.909746707 10.864605425 9.060329808 8.433032459 6.441903386 10.214014277 11.240981314 9.655128000 12.203237105 -0.005782353 -1.005782353 10.313348354 7.465915711 9.374701749 11.042046259 10.185299909 8.541135345 12.179116074 12.597171512 0.579180148 9.998461244 7.175741149 12.455592281 10.463882550 NA 0.579180148 NA 7.901131177 1.316145742 10.771907031 7.005468483 9.398317874 10.704616701 11.196670725 8.899627611 8.975808139 5.081701790 0.994217647 10.406281231 5.038633713 3.579204289 10.053585186 9.661352351 7.364927810 5.279642151 8.275011705 11.301156859 9.434071682 8.964346644 11.260441672 9.946020799 6.919052802 10.745784812 5.097737195 7.218242575 8.428868900 10.582486851 0.3141800 0.3141800 0.0063657 -0.0058140 0.4417200 -0.0065050 -0.0056757 -0.0006698 -0.0098185 -0.0098185 -0.0098185 -0.0098185 -0.1332900 -0.1332900 0.3075900 0.0000000 -0.3415900 -0.3443500 -0.3443500 -0.3443500 0.0063657 -0.0058140 0.0038854 0.0130550 0.0082440 0.0082440 -0.0006698 -0.1343000 -0.3371900 0.000 0.000 0.000 0.000 0.000 0.000 -0.134 -0.337 0.000 0.000 0.000 0.000 0.000 -0.115 -0.115 0.000 0.000 0.181 0.314 0.000 0.000 0.000 -0.115 0.000 0.000 -0.342 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.134 -0.337 0.000 0.000 0.000 0.000 0.000 -0.115 -0.115 0.000 0.000 0.181 0.314 0.000 0.000 0.000 -0.115 0.000 0.000 -0.342 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.439773 12.105539 12.899158 9.923499 8.179116 9.687728 6.102765 4.775598 8.086998 7.213409 13.269347 9.004083 9.913849 10.128712 7.822028 8.281953 10.305421 5.971521 10.273271 9.601571 7.575442 8.726934 10.020591 7.465916 6.722161 11.173528 12.763045 10.4704806 10.5430627 4.4205026 8.5020354 5.9484373 9.6281442 11.2380097 11.0345305 9.5333996 9.8184039 7.2278604 9.6407995 8.7016000 7.5792035 9.4790636 8.1490586 5.6380970 8.5275704 7.4036316 13.5497885 10.8856447 12.8856447 6.8970383 11.2155257 10.4015085 15.8573502 10.4689607 13.6511683 10.9636273 3.9484326 12.1919182 9.9440675 11.1331524 8.9294058 7.8048125 8.4015085 10.5820182 11.7202460 11.2445391 5.2230595 7.9041336 13.6979210 11.4747785 10.9952970 7.8176079 9.9264555 0.9942176 10.4915936 NA 12.9376713 11.6839570 10.4505952 10.7661428 9.9286688 6.3340909 5.4699739 9.2703652 9.3385367 7.5829556 11.9190421 3.0816975 13.5352163 12.0410237 8.9086259 9.1426536 10.4184070 6.2703645 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 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.184858e-06 4.508437e-07 NA 10.8589710 9.7606471 9.8640538 8.4719479 0.5427038 10.0963187 7.8960787 -1.4571972 2.3986787 5.5539165 8.9046331 9.0574034 8.5012421 11.4881332 10.1328085 9.0072350 10.8766833 12.4882247 4.2151117 8.3692379 10.1006317 7.9520802 8.8106465 7.7858631 9.5972937 14.9145511 7.5142327 NA 10.3771604 8.9403641 3.0021264 6.0022029 9.3866105 9.7012990 1.1276333 10.2383527 8.4130541 10.4199736 10.7615553 9.0021211 -0.4573952 9.9285518 4.1276498 10.2422619 10.4435562 8.8969387 -0.4573952 8.9949307 2.7126178 9.8925235 7.7906170 -0.4357682 10.0750258 2.5800731 8.9371522 8.1182289 2.1276663 7.3755790 9.1656562 8.7834809 2.1276663 5.6512125 9.1370139 7.5313744 8.9897725 10.8332842 12.3523570 3.5426914 12.6214140 12.9581011 9.6642229 13.8143713 11.0377949 9.2053578 10.2921398 0.1276333 15.8527696 NA 8.0102948 5.4615515 4.8825403 7.5483141 8.4675020 5.3755782 2.3866730 10.9877042 9.4479711 16.9059087 4.4968841 4.6301550 9.7269449 0.1276333 9.3834674 8.2465929 9.8510285 4.3500446 6.1573995 13.2715134 8.3059017 9.0325373 7.4968857 9.0866877 11.1210409 8.0405412 10.6638991 8.2603659 11.4365597 NA 6.1049321 13.0649031 11.1421374 2.0021264 11.2383527 7.4375074 9.8493208 3.4006745 9.0072350 7.5171040 9.7101075 8.3354797 4.4734298 9.5754239 9.5048625 NA 9.0544421 8.8702420 9.3273243 10.9217970 9.6195049 12.3318898 9.2569349 10.1638255 9.7618579 9.2765520 8.4832378 1.8646121 -0.4573952 9.8880947 7.7739106 9.5525740 10.2335604 10.1285909 4.9520819 14.6954298 7.1500194 10.7678968 9.7876478 9.5553139 8.8803112 2.8646121 6.8736065 11.8416111 11.0689441 10.1092191 6.8646170 11.2024557 10.5206848 8.0405412 8.2431292 11.4443106 2.4495878 9.1136552 6.4675012 6.8094762 0.5427038 NA 10.2765521 11.0578964 8.3897466 8.4329536 9.5507187 5.4615515 9.1665708 5.4852046 6.8601024 12.3126305 9.6201727 8.6301521 11.3391347 11.7415948 8.9263936 9.9339330 9.8309788 11.2040221 9.3191225 11.1073152 10.3909211 7.6221741 3.0662442 8.2009011 10.8586880 10.3523892 6.8914180 7.8100382 10.5295980 8.0184228 10.5008796 9.9144660 9.4397785 10.8404654 8.1049321 1.3500446 -1.4571972 7.2361759 7.2009006 9.3050715 9.7787035 8.7678967 10.5048624 3.7521384 11.1423396 8.9090116 9.1276518 9.8567061 0.1276333 5.4253317 8.5084738 NA 4.9520819 3.2431359 1.3500446 6.0265057 -0.4573952 10.7148043 5.6512125 5.1573995 10.8192122 7.8960126 0.5427038 4.8646170 11.5203271 9.9783597 12.1929558 11.3918990 11.0716318 10.9987871 8.9647541 8.2650702 6.9403218 10.1601568 9.4793274 9.8246194 11.2936057 NA 1.1276333 9.5945780 9.4306714 8.7882420 10.2307342 9.0010960 7.7201088 12.6716503 11.6351162 7.4006703 9.3289590 5.9596125 12.4874015 9.9504882 NA NA 5.1573995 7.6301521 NA 10.8911631 8.4053266 8.6154921 10.3644633 10.7748104 8.4037764 9.6945621 2.3500446 -1.4571972 11.1525607 4.0662528 2.4495878 9.2908821 8.4314328 7.7399061 9.2483218 8.1883480 11.2580079 9.2239278 9.7257044 11.0232271 10.1798848 6.9605418 10.9980166 4.5650548 8.1106456 9.0730956 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 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 5 0 0 0 0 2.046137e-06 5.202042e-07 NA 10.7513813 8.8248907 9.9487540 7.9352305 8.2312351 10.1763811 9.9677480 NA 2.0174231 5.3152619 8.1007569 10.8047504 8.3471766 12.2040689 11.1627311 6.6095925 10.9688044 12.3757868 2.9153297 10.1516110 10.1387964 8.2903705 8.6642691 9.5527609 8.8643471 14.0606012 5.9253159 -1.2546336 10.3004744 9.6930429 4.8746888 5.8114942 13.1086510 9.6424951 2.6523029 10.8325373 10.4275227 8.4319066 10.6072683 11.0001393 -0.2546336 11.5381963 6.2372597 9.9688044 11.1810762 11.5727487 NA 8.3378631 3.4458459 10.1955862 8.2372592 -1.2546336 10.1348383 -0.2546336 8.7527837 8.0763229 2.7454095 4.9153297 10.3294289 9.2180968 -0.2546336 5.6761433 9.4301546 7.6937734 9.4151768 10.1430806 10.1166381 7.2048372 11.5586080 12.5886400 10.9669930 13.4754515 11.1682592 8.6276057 10.5324923 -0.2546336 15.4904368 -1.2546336 8.9339948 8.7911655 5.3747613 7.4319062 7.6849849 9.8473816 3.6018985 11.0991042 8.1320447 2.5527705 3.2689733 2.5527705 9.8295499 3.2689733 9.0261768 8.1800340 9.7932115 8.4301548 7.2767870 12.9945935 7.5102776 8.8302144 10.3071712 9.1547968 10.0307619 8.5798771 10.8365107 8.3019118 10.7259026 NA 8.2170814 15.1314200 9.4284006 1.7454095 9.7355100 8.1779477 10.0588559 2.2048293 7.2923005 8.1007569 11.0824703 7.4493096 6.2292226 9.0086751 9.2472433 NA 8.1226163 9.3637916 9.5094482 9.5687732 10.3564307 11.8722701 10.2990352 11.1973897 9.7740028 10.5032127 9.1646815 4.3892639 3.9933302 9.8785482 8.5591870 8.9438510 10.3752179 10.1909381 3.5002922 14.1684890 3.6522914 11.8640226 9.4868730 9.3937635 8.8565416 3.9153297 7.0673343 10.1024080 11.2549336 9.6462728 7.2806817 11.0003430 10.5027960 8.0238552 10.1264080 10.6432514 5.6879201 9.0195977 1.7454095 4.0673376 -0.2546336 NA 10.2372591 10.6033869 10.3047831 7.3490326 10.2289648 7.5687732 9.1193585 7.2650421 6.7843247 11.9136080 8.9992534 8.9438510 11.0177441 10.8672632 8.8803969 9.6575468 9.4605100 11.0919197 9.4187151 9.9456915 9.2561702 8.7183856 2.8328698 8.5052943 11.5061259 9.0320446 5.5398226 6.9032070 11.4931794 8.6996023 11.1331540 8.3582745 9.9633637 11.0913656 8.1862752 0.7453664 NA 10.1468189 7.5430674 10.1966171 9.1018580 8.4902400 11.5844128 5.7226846 10.8344757 9.0514675 7.7733120 10.5615896 5.3152619 3.8746888 10.3587350 0.7453664 9.1695723 2.2048293 6.8216873 4.3303720 5.1029562 10.4729010 6.7111906 8.0284946 10.9174834 7.1341983 2.3303576 6.6219229 11.0420354 10.7376362 11.5181329 11.1624673 11.5963741 10.1961017 8.2472430 8.2290808 6.2338076 10.9168956 12.2473675 9.8388235 11.2954312 -0.2546336 0.3303289 9.9657843 8.9190832 8.6642691 10.7492752 9.4818079 8.0192015 13.8429032 14.4031152 2.2048293 11.4091864 7.8919240 11.9933335 10.7531341 NA 1.3303863 NA 7.7025079 NA 10.0469022 8.4107418 9.7733120 9.2689679 12.9186927 9.0250166 8.7130789 4.7226846 0.3303289 11.0707114 5.4596513 1.3303863 9.8262235 9.2027867 7.7454061 7.9669933 8.4266443 11.3040658 9.8473816 9.9040157 10.6691048 9.8305131 8.9376987 11.5123489 5.3152619 8.2884379 8.8088011 10.2571586 0.04174800 0.04174800 -0.00622240 -0.15336000 0.45701000 0.00945530 0.01126700 0.01671100 -0.03244400 -0.03566200 -0.03566200 -0.03676400 -0.04691700 0.04174800 -0.00056825 -0.31306000 -0.33073000 -0.33073000 -0.32553000 -0.32553000 -0.31634000 -0.15336000 -0.00304130 0.01126700 -0.29449000 -0.29449000 0.01671100 -0.19286000 -0.02793900 0.000 0.000 0.000 0.000 0.056 -0.139 -0.193 0.000 -0.156 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.319 0.000 -0.160 -0.160 0.358 0.358 0.000 0.000 0.000 0.000 0.000 0.000 -0.294 -0.294 0.000 0.000 0.000 0.000 0.000 0.000 0.056 -0.139 -0.193 0.000 -0.156 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.319 0.000 -0.160 -0.160 0.358 0.358 0.000 0.000 0.000 0.000 0.000 0.000 -0.294 -0.294 0.000 0.000 10.848038 11.640981 11.778313 10.180555 10.514831 11.157711 4.417832 2.552771 8.307648 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 female 1998 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 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 2.011456e-06 1.040408e-06 -1.1155974 10.9520713 9.3095168 10.3585137 9.4588944 8.1903625 9.8821860 7.9442670 0.8843244 2.1322149 3.4078694 8.1650718 8.9025011 5.1322272 12.5100097 10.3661003 6.0032424 10.8057699 11.6179518 NA 8.8701427 9.9321064 8.4879272 8.3457805 7.1034693 8.9810161 14.2170717 5.8031650 NA 10.0716529 9.4436779 4.6391858 4.4990103 8.9902092 9.0097144 -0.1157538 11.7943814 8.9273282 1.4692608 11.1098096 10.4739520 -1.1155974 10.7223229 5.0135829 9.7745652 11.3493570 8.3355118 3.7422865 9.4484502 4.5567237 10.0548519 7.6980823 10.3121794 9.9570565 0.8329305 9.7156080 6.9232193 3.9717643 4.7669449 9.3661003 8.2152175 1.8842853 5.7669449 9.7383901 6.2680058 8.7297910 8.7592824 12.5487481 3.7422865 11.0260887 11.8363140 10.2252636 13.8449363 11.1493298 8.7896879 9.4009857 1.4692608 16.3016342 -1.1155974 8.8744048 7.8326679 3.9286925 7.6491721 7.3147536 7.8471971 2.5316185 11.2915686 8.5071032 5.1697046 1.4692608 0.8843244 9.2968708 1.6916682 10.0961891 7.7760842 10.1823634 6.5708014 6.8150387 13.7217317 7.5389370 9.3851428 8.2107303 8.9038915 10.9089627 7.1179204 11.2674651 8.0666952 11.0359517 -1.1155974 8.5830056 14.2679039 10.3731452 2.7911889 8.8091134 6.7791192 9.3126611 2.5847461 9.5090962 8.1903625 11.4657368 7.3105655 4.4692608 10.2352400 9.7956928 4.0135873 10.8235127 8.7730442 10.1369663 9.8428536 7.8500849 11.9247173 8.9849632 10.6303952 9.3650910 9.5830055 7.7412553 3.5847461 3.0542233 9.7592822 7.9611163 8.5463103 10.2051014 10.0809029 0.4692608 13.8002269 -0.1157538 2.9717551 8.9823328 9.6713871 9.0212920 4.6391858 4.4388916 10.5040623 11.7571681 10.7258652 7.0790580 11.5417310 11.1337106 9.1639115 7.1971843 11.0523461 4.7171884 8.9907198 8.2936919 7.6358451 -1.1155974 NA 9.5540717 9.3447568 9.5890691 7.8843006 9.3749512 3.2766158 7.2979287 5.2418516 7.9664501 12.7107500 8.6173161 9.1215107 12.7169931 12.2209469 9.1058881 9.9361895 10.1143213 11.9251042 9.5838733 10.6860092 9.9004126 -0.1157538 3.0542233 8.0238525 11.0429106 8.1413587 9.4156824 6.5928322 11.5836564 7.5602579 11.4987807 7.0986196 9.5380416 11.0244915 8.7422818 3.8384980 NA 9.3661003 7.5136573 9.7919426 9.7492607 8.8268154 10.2989861 3.3437347 10.6775221 9.2352400 9.4340854 9.3640810 2.2062369 3.2766158 8.8253484 -1.1155974 10.5159327 2.3437205 0.4692608 3.3437347 0.4692608 11.3681166 4.1322313 5.8150374 11.1541201 6.6150087 0.4692608 3.2766158 10.9527433 10.1725901 11.3615532 11.5147955 10.2647620 8.8486417 8.6932650 8.8209387 6.1023075 11.3238721 10.5615801 10.0796730 11.0292777 0.4692608 -0.1157538 9.9503900 10.0308695 9.4767579 11.2266950 8.5353524 8.1580966 13.8885213 12.2157777 -0.1157538 10.1292592 10.3459133 12.2194120 10.2473405 NA -0.1157538 NA 7.2723181 NA 9.9685578 8.7297910 8.1673890 8.4579480 12.0219324 7.6358451 9.1143092 -1.1155974 NA 11.3683685 1.8842853 3.6916570 9.6341703 8.8941296 7.1416882 7.0790580 8.5045207 11.8029778 9.1604254 10.7986860 10.7500341 10.1794957 5.4842123 10.6228153 3.3735925 6.8384968 9.6722034 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 female 2010 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 5 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.595293e-06 3.814831e-07 -1.2095616 11.1069551 8.5912904 10.4224771 7.6638349 NA 9.6507017 10.2723163 0.3754009 1.0594245 4.1827082 7.9299419 10.2333342 6.2902364 12.4275816 11.3249368 7.9196738 10.5212854 11.5585750 3.0383133 9.7402174 10.3212847 8.1740948 8.6972814 8.1190656 8.8320498 14.2252143 5.8238130 -1.2095616 10.0335646 9.4994744 3.5452765 5.8018415 8.7691013 9.5234059 2.4908268 11.8989151 10.3382491 7.5486139 10.8897385 10.9199957 NA 10.8554702 8.7489435 9.4968867 11.9581224 11.3856481 NA 9.0216119 4.3449776 9.9777427 7.6576693 0.3754009 10.0417784 1.1122998 8.9324977 7.3865808 -1.2095616 5.4342479 10.1534303 9.1556195 -1.2095616 6.6483720 9.6844506 4.6232816 8.9299422 8.8524368 11.0717412 7.0477783 10.9928727 13.5008205 11.5067815 13.8540807 11.3640379 8.8672061 9.9060846 3.1827082 15.4669263 0.7903550 8.5369050 8.9067346 4.3753523 6.8672058 7.6137578 9.8470284 1.5280712 10.9559259 8.4594706 14.9819704 1.1122998 2.2498094 9.2651105 5.2333359 9.6264410 7.2862454 9.9190296 7.8672064 7.5452780 13.1749046 7.9196738 8.6185272 10.9096560 6.5183117 11.3430358 8.1610780 11.0501339 8.0406892 10.6440901 -1.2095616 8.4197474 14.4023664 10.0565915 -1.2095616 9.8141450 7.4486020 10.0636035 4.3449776 9.0383182 7.9222478 11.5431894 7.4414420 5.4486037 9.0406892 9.0155982 NA 7.7358342 8.7946111 9.6209058 10.2045473 9.3678194 11.7129138 9.9273818 10.9315399 9.4297314 9.8672063 8.2844461 4.3449776 2.4908268 9.8120646 8.4539488 9.9299420 10.5011971 10.3430598 4.2166566 13.9567107 2.7903967 7.8778534 8.1567131 10.3554927 7.3411372 4.6972790 6.2250184 10.0377248 11.2640964 9.7292351 7.6295941 12.1174633 10.5981481 9.6699739 9.9015263 10.5742074 4.7676707 9.2694432 2.6972845 3.3139569 0.7903550 -1.2095616 9.7270285 9.1446401 10.0264049 7.2498227 9.4557443 4.5717496 9.6638349 6.9851475 7.7819124 12.4375118 8.7489435 9.8182966 11.6503136 11.0755039 8.5660670 9.7967168 9.8685415 10.9312205 9.3856482 9.6889921 10.1692274 9.9814498 6.7676707 8.1805596 11.2523817 10.2356125 3.4908268 6.3034082 11.3087979 8.4160995 11.8395586 8.4014154 9.8361503 11.1684145 7.9145119 1.5977457 NA 10.0034949 7.7474928 10.1789461 9.4261087 8.9106286 11.2150819 4.4051006 10.4672292 9.1654301 7.5080673 10.0554196 4.6483734 2.3753453 9.8162224 NA 7.6942722 4.9401386 2.5977457 3.9196738 1.1122998 10.2297022 6.4270161 7.3411372 11.6060261 7.2504775 1.7903967 4.1479416 11.1832447 10.2590147 11.2495661 10.9096560 10.7514785 11.1187851 9.6429201 9.0928467 5.9164766 11.3452193 12.3908844 9.7691011 11.1813657 -1.2095616 0.3754009 10.1435376 10.1561663 9.2882425 11.3851818 9.1676013 8.2620657 14.8405582 13.7892455 1.7903967 10.0400968 6.4169765 13.1938022 10.7096265 -0.2095616 0.7903550 NA 7.7416753 0.3754009 10.0282459 9.0204111 9.2218882 8.9777427 12.1215876 9.0665152 9.1471507 3.5452765 0.7903550 10.8972807 -1.2095616 2.5977457 9.6413589 8.6897475 7.7002836 5.5585738 7.6232809 11.3954071 9.7547315 9.6646035 10.5916948 9.7590574 8.7431319 11.4129001 4.3139496 7.3139523 9.0769484 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 female 1998 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 3 2 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 4 0 1 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 4 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 6 5 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 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 5 0 0 0 0 0 0 0 0 0 0 7 1 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1 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 6 0 6 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 4 0 0 0 0 0 0 0 0 0 6 5 6 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 5 0 6 0 0 0 0 0 0 0 7 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 4 0 0 0 0 6 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 5 0 0 0 7 0 0 7 0 0 0 0 0 0 1.72361e-05 6.277131e-06 -0.55490899 11.79237170 9.49024259 10.68714872 3.48955578 1.90458043 10.47824441 6.78318946 2.96873590 1.37495600 6.61509108 8.78055584 8.68476405 6.67398459 12.17308607 11.19377778 10.97581580 10.51327212 12.43597869 7.21003715 7.20338912 10.49773370 4.98432503 8.60124858 6.33998358 9.29847526 12.71004798 4.20005701 2.96873590 9.99013007 10.35318289 5.73056660 4.39936253 8.78390186 9.68893460 7.33086222 7.39645066 6.99206028 9.28987134 11.95258864 6.62507465 -0.55490899 9.49297115 1.90458043 11.38253941 9.91531608 6.11759116 NA 10.13210382 -1.55469706 10.60629749 7.65461884 NA 10.70925039 3.65461884 7.97264269 8.50044795 2.14561225 5.58471602 9.79167930 10.51696312 4.87142970 1.03012416 10.87352578 7.04135580 9.63066047 9.28594359 4.46753382 7.39060922 9.18144077 11.86288628 9.25814506 14.42967307 11.63081538 10.28830157 9.99061272 -0.55490899 15.29050863 1.25253677 9.06446848 11.29867011 5.13166767 6.83748287 7.54582786 7.20671647 4.81707063 10.48990123 9.55729233 8.86828148 NA 5.90459729 8.96578428 1.03012416 9.96086541 8.69664801 11.07224343 7.58982415 6.58982340 13.98141282 7.70490861 8.18325773 7.94102060 10.59395996 10.06188445 9.84604507 12.37673417 8.56928677 11.07747928 -1.55469706 9.57637947 12.16754623 10.21128031 3.14561225 9.50586156 7.70019416 10.49637456 2.14561225 9.67698683 7.29065570 11.19356811 9.31630077 7.02636630 8.90562137 10.08495849 9.14733825 9.05157086 7.47858844 9.52531682 10.41742745 10.35805499 12.05034068 10.45709170 10.86670448 10.42423349 10.24079944 9.37935042 5.10337594 1.03012416 10.63776663 9.09711431 9.67166207 9.36774999 9.71078061 2.83747908 14.58503666 8.84497749 5.76709329 9.23958158 8.85561696 9.73748718 1.90458043 7.61007253 8.99109549 10.76455549 8.12816037 3.53262866 11.31330907 11.35318289 6.71662880 11.50044805 11.35861604 7.43100778 10.75647401 2.03012416 6.81148773 NA -0.55490899 9.46336579 10.69546399 9.14213310 8.27171419 11.13751960 7.80051686 8.86723024 4.39936253 5.48474396 10.20588560 8.86617854 10.35205623 9.98723018 10.84310756 8.94324681 9.89534580 9.90510942 12.62336359 10.07361113 8.78946159 9.78501559 7.87979397 2.35205226 7.56410680 10.85402605 3.94628170 7.73978668 6.54493353 10.10114342 8.38327488 10.75378903 8.90868984 10.79417036 11.38547919 7.90459729 -0.55490899 1.90458043 8.56540335 7.83962834 9.78724030 9.54517088 10.22324273 11.08360152 2.96873590 11.02730993 9.59364210 9.92998845 10.11626429 3.96872669 4.69309103 9.07087444 3.20004916 3.14561225 4.32780950 2.98928436 1.90458043 3.44517049 9.11050158 3.80272056 6.22652587 10.35992445 8.36002885 1.03012416 7.16967952 10.26614234 10.27211128 11.24383989 11.25111098 11.76779796 8.21169462 8.82778950 7.36402869 6.97794959 10.13210382 9.29143941 9.38694693 8.76483776 1.44514400 -1.55469706 9.30081287 7.61258398 9.73518451 11.03622040 9.28908656 9.40444314 11.60487930 12.66335040 5.64483689 10.78612837 6.51136209 9.48955979 10.96455617 0.03012416 -0.55490899 1.90458043 7.87561790 -0.55490899 9.89644367 8.77943900 8.99879490 10.32780860 11.86459916 8.78835129 9.43434717 1.03012416 1.90458043 10.58982387 3.99975652 6.14560613 10.30314658 10.54812553 8.32933622 5.07452256 7.42815914 11.62460823 10.00262925 9.44022614 11.38841300 10.25671289 4.11758700 11.10827889 5.90697235 6.18663327 7.63499033 10.32359975 0.0141900 0.0157270 0.6712200 -0.6451800 0.0029353 -0.0053097 0.0115390 -0.0044312 -0.1411600 -0.1411600 -0.1411600 -0.1536200 -0.6330100 -0.6476200 0.0132740 -0.0037395 -0.6744600 -0.6551000 -0.6551000 -0.6444300 0.0043021 -0.6549800 0.0083404 0.0000000 -0.6491200 -0.6491200 0.0019418 0.0026357 -0.0980230 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.633 0.000 0.000 0.000 0.000 -0.643 0.000 0.000 -0.644 0.000 -0.645 -0.645 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.649 -0.649 -0.141 -0.141 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.633 0.000 0.000 0.000 0.000 -0.643 0.000 0.000 -0.644 0.000 -0.645 -0.645 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.649 -0.649 -0.141 -0.141 6.548454 11.934888 5.445167 11.378672 9.319379 6.124647 5.767093 6.824544 8.932001 5.213351 13.589545 10.136538 7.527314 3.725010 8.344915 8.096217 11.069961 5.673983 9.838556 10.283582 8.481339 9.785756 10.224294 7.445166 6.433851 11.200679 12.699087 10.1136074 10.8150355 6.9004925 8.7096081 7.3818033 10.3228332 10.7738405 10.1671192 5.2133512 9.3935329 7.0074086 10.3396044 8.6859570 5.7212906 12.1610204 4.1456041 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 female 2002 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 3 2 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 1.699334e-06 2.42762e-07 -1.3599344 10.5915657 10.0192951 9.6539372 7.1516691 NA 9.5912014 8.4283250 NA 2.3808403 5.8098414 8.3847505 9.9195274 8.3998047 11.1484543 10.5554227 8.2398295 11.2679065 12.1778631 6.0493084 9.1916251 10.1141296 6.1477117 7.8469308 6.9391243 8.8783213 8.5071956 6.5286604 -1.3599344 10.0807858 10.0316973 0.6398804 5.3544381 8.0236207 9.6221974 NA 9.5750818 9.0138695 2.6399267 10.1949851 8.4488807 NA 9.6342702 3.3948022 10.0833783 11.2779000 9.5669538 NA 7.2801620 0.6398804 9.8777242 8.1317700 0.2249046 10.3289843 0.2249046 9.0407960 7.9595888 2.3403629 6.8148426 9.3025850 8.1887387 NA 5.2398295 9.1126076 1.9618455 9.3720841 10.5988319 8.5853607 6.5468080 11.8607620 14.9975890 11.1054831 14.3001076 10.3575931 8.4696394 10.8786200 -0.3601196 15.6596052 NA 8.5647291 9.9561983 5.2692726 7.0450585 7.8615038 6.1075226 2.2605075 12.2084667 6.3597162 -1.3599344 1.2249046 1.9618455 9.7253891 2.6399267 8.2267566 7.6200563 10.1751921 6.0236213 7.1115916 13.0803966 7.8973046 9.1477114 10.1212117 8.0661812 9.6112663 7.6028124 10.8204475 8.3678371 11.4945903 NA 4.2837736 14.1283845 9.7187346 -0.3601196 12.2824197 8.3998047 9.6678228 3.0993457 8.4196362 7.4978973 11.4231196 7.1673941 2.8878372 9.3678371 9.4893218 NA 8.4680534 8.9908559 9.8192039 10.1191917 10.3720841 11.3860006 9.8192039 10.2116693 9.7247251 10.3644306 8.9406924 NA NA 9.9618448 9.1247396 10.2145103 10.8038808 9.8160899 6.4916655 13.6158542 3.9618455 13.7648054 9.6328551 9.2050188 8.3729321 2.5468080 7.6085838 10.6402689 10.8759309 10.1257460 6.2398295 12.3628011 10.7727378 6.9391243 8.6385072 10.5890138 1.6399267 8.8259195 4.8297430 4.6171986 -1.3599344 -1.3599344 9.0084233 10.2788051 9.1186862 8.2765413 9.8255788 8.9640974 10.3520137 6.5347340 5.9067030 12.1869317 10.6660943 8.8085887 11.4312831 10.6179121 8.9435035 9.0787086 10.1717855 11.2054948 9.1615171 10.8063937 9.0365215 11.2145103 3.1634826 8.7614502 10.3851709 12.2716201 1.6399267 8.1871967 11.7704873 8.9730719 11.5796795 9.3839097 10.2710938 11.1671493 7.8247920 -1.3599344 -1.3599344 8.6719624 7.5912014 10.3132258 9.6257587 8.7614502 10.5875536 10.0630326 10.6411666 9.1983375 8.2692735 9.8426527 1.4472618 3.9974731 9.9903034 3.8098466 9.0029565 3.3403629 0.2249046 3.6843138 -0.3601196 10.9183662 6.5824311 6.3813837 9.7334465 7.7355249 NA 4.4728062 10.9683111 10.8789185 11.0471845 10.8457100 11.5100887 11.5421033 9.7320131 8.5437986 6.3461024 10.7428765 11.9266189 10.1387660 11.6743718 NA -1.3599344 9.6849938 8.2927615 9.0386603 10.4661276 9.8615038 7.5794962 13.4420796 14.2716053 4.5468080 11.1459763 8.1382073 11.9775386 9.7438601 NA -1.3599344 NA 7.2909680 0.9618455 10.4044068 7.9775387 9.1673938 9.8142183 11.2260528 8.2398295 9.0404867 4.1945047 -0.3601196 10.8584799 2.2248738 2.3403629 9.7260529 10.1059932 7.8878445 4.2837736 7.7458249 11.5437986 9.8990715 9.4416250 10.6020897 9.8433809 7.4916655 10.3381873 5.3208024 8.4245514 9.2453963 9.6278911 -8.5763e-05 -8.5763e-05 2.5019e-02 1.5571e-02 4.1238e-01 -4.3811e-01 3.6076e-03 -2.0477e-02 8.4743e-03 8.4743e-03 8.4743e-03 -4.0864e-01 -6.7107e-03 -6.7107e-03 -8.5763e-05 -7.5511e-01 -7.5761e-01 -7.0845e-01 -7.0845e-01 -7.0845e-01 -7.0845e-01 1.5571e-02 8.4024e-03 3.6076e-03 0.0000e+00 0.0000e+00 -7.2732e-01 -7.2004e-01 -7.1958e-03 0.000 -0.706 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.651 0.638 0.653 0.653 -0.708 -0.708 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.706 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.651 0.638 0.653 0.653 -0.708 -0.708 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.9302236 11.3975151 13.3604816 10.5669539 9.2012048 11.9769810 3.8098466 -0.3601196 8.1457284 0.2249046 12.1548773 8.3465337 8.0322342 10.5567590 7.5875825 9.5422919 12.0750660 7.5407836 11.1785907 12.2434271 8.6650562 8.6454571 9.2841064 8.1751922 7.5676945 11.6537628 14.8805963 10.1462243 10.3818050 NA 8.8723375 7.3644306 9.8285056 10.3652830 11.2047807 8.9493931 9.6257587 7.7326735 9.5882840 6.2837736 5.1790771 8.6186270 4.3403557 6.1945047 8.5483095 8.3780091 14.1387659 10.2688179 12.7589389 6.8039683 6.7484411 11.9212672 15.9018830 11.0983233 13.5656102 10.7813853 -0.3601196 10.5240872 10.8247920 9.9869844 8.9482557 8.8085887 8.9797667 9.9160411 7.8711376 11.2161625 2.8098466 6.4791206 13.9214697 11.1798025 9.0073315 6.5647287 9.3881097 NA 11.2817427 NA 12.5056500 11.3679733 11.0035039 10.7187347 10.1141296 6.0407960 8.0300855 8.9125466 8.7127192 6.9345377 12.4947539 3.4978933 14.7312281 12.6990076 8.7167324 9.9464228 10.1678824 0.9618455 1.2249046 9.3079153 8.3678371 9.1146367 9.8946620 11.0271263 8.9276289 10.4436443 0.9618455 9.7033118 5.6952004 8.6581168 11.3945955 9.1095585 -0.3601196 9.3464127 9.2021591 8.4632840 9.1186862 4.9253206 10.3851709 10.5191171 NA 12.5972909 11.8711379 10.3407899 9.8426527 7.1357719 10.1095585 9.4704319 11.5880868 9.6619516 TCGA-B0-5100 72 1 1913 NA kidney stage iii t3a nx m0 male 1998 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 2 3 5 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 9.016873e-07 2.774423e-07 NA 10.1519830 8.5402028 9.8380883 7.0243950 3.3581290 10.4752672 9.4662931 -0.1653697 NA 4.3581290 8.1921221 9.9766774 8.1451832 11.8268007 9.9515640 6.5488157 9.2117810 12.6519538 2.2939884 10.3482979 10.7952964 7.0585719 8.6435344 10.7748840 9.2471402 13.3590509 5.7172130 0.4195389 10.4860706 10.4689277 4.7414616 4.8345696 8.1268918 9.4138864 3.7887692 9.4602792 10.1899215 6.1013559 10.6391048 9.2365165 0.4195389 10.9586917 8.7974663 10.3881997 10.7252147 8.8401951 -1.1655315 8.3929910 3.0824982 10.4972387 7.0585719 1.8345899 10.2165134 0.8345494 9.2650228 8.8816943 NA 5.3103038 8.7399574 8.5894579 2.0045014 6.2268880 8.6706208 5.8569384 9.9087119 10.1394920 9.8436992 6.5692799 11.2316433 11.8581515 10.6547493 13.6566930 10.4423630 9.7682611 11.4096369 -1.1655315 15.5970822 -0.1653697 8.1654874 9.1072001 4.5069954 8.1245892 8.1564982 8.6093575 3.6925499 10.8837383 8.5013802 3.4195389 -0.1653697 3.2268938 10.2650230 0.8345494 8.8898528 8.5193190 9.9444011 8.9457060 6.4927825 13.0462306 6.6925513 8.8104184 9.1677257 8.5861143 9.9410482 11.2526865 10.9110519 8.4802288 11.0558554 NA 7.6547491 16.7376636 9.3600912 2.6419159 9.1141809 8.2775138 10.8806712 NA 8.8666162 8.0342427 10.6792762 5.9430938 3.6419275 8.3042121 9.3344163 2.2939884 9.5034553 8.8359787 9.7026212 9.9332604 10.3438506 11.0862244 9.7369454 11.3329210 10.3732443 10.7022352 8.7343350 8.0966651 NA 10.3703318 7.9246831 8.1201808 10.0747654 9.2555833 2.0045014 14.4719877 5.9006591 4.7172158 10.7996331 6.2008927 11.0010473 2.5350078 7.4492799 7.9868552 10.5760374 9.8450984 4.1921231 10.6796291 11.5986126 5.4044263 11.1311999 10.8989763 5.3891607 9.0573652 6.1291903 6.5556689 -1.1655315 0.8345494 9.2290332 11.2171944 9.6044083 8.3364075 11.2165918 9.4766221 9.7638288 10.9934956 4.9220313 12.1268920 8.6387013 7.9689968 11.7673388 10.9450537 10.2544305 10.8697131 9.1234365 13.1729586 9.0705847 9.5548146 10.3910764 7.4784266 1.4195389 8.0415847 11.6461458 7.8008740 4.1921231 6.2770158 10.0901892 8.4584517 10.6579376 8.8345703 10.3896388 11.5092040 8.7667853 NA 0.8345494 10.2613593 5.3737282 10.3209026 9.6118256 9.2492557 11.9324379 5.6547506 11.3040240 9.2775138 7.8871383 10.2338483 3.0045014 4.3264223 8.8952663 NA 6.3344163 2.0045014 6.4270278 2.6419159 5.0633908 9.8061139 7.8232551 7.8898525 10.2139488 7.1664724 1.1565261 5.4639265 11.0928420 10.5981977 11.4211756 10.8496369 11.6870999 9.0057472 4.7653067 7.1429096 4.9524734 10.8925621 11.6132636 10.0603803 11.7078222 1.1565261 NA 10.0113669 7.2940022 9.4838265 9.9734821 10.4455952 7.3183864 14.2011317 13.6649865 2.7414670 13.1594541 9.4894659 10.6423277 10.8499854 NA 3.7887692 NA 6.6224736 NA 9.2576863 6.9586919 8.7018491 8.8303374 13.3022396 7.1013570 8.4157709 9.8097019 2.6419159 10.8260923 6.3264241 2.9220265 10.0639901 9.4593658 7.4157713 7.5315382 8.5105272 11.0842764 9.2660681 8.3123285 10.2571608 9.4455951 7.8118505 11.3049750 4.7351972 7.3224104 8.3284259 11.5195381 0.00464210 0.00464210 0.00223800 -0.00090111 -0.00310590 -0.00979990 -0.00897210 -0.00375250 -0.02382100 -0.02888600 -0.02888600 -0.02888600 0.01002500 0.00464210 0.00225080 0.00085061 0.00293200 0.00000000 0.00000000 0.00000000 0.00000000 -0.00090111 -0.00344410 0.01239500 -0.56881000 -1.10680000 -0.00551890 -0.00136720 -0.00122860 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.559 -0.559 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.559 -0.559 0.000 0.000 10.789494 11.774517 6.878964 10.011990 8.678491 7.800354 4.192123 2.293988 9.196514 1.834590 14.552648 9.088796 10.439124 8.780453 7.524358 8.174420 11.267634 7.528057 10.957398 11.169123 8.360091 7.566534 10.633820 7.834570 7.471195 11.386759 11.487863 10.1025274 10.3708176 NA 9.0705847 5.7172130 9.9266668 11.8170292 11.1863378 10.9859041 9.2681557 5.6925527 11.1948688 5.7049356 4.5069954 9.5427922 9.0705847 8.6831932 9.0094961 7.0440236 12.5540662 9.6216567 11.2652843 6.8785819 12.2715421 9.5271859 14.6803789 11.8506822 13.4656337 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 female 1999 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 1 1 4 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 1.28317e-06 2.774423e-07 NA 9.1148521 8.4665823 10.2938542 5.8453244 6.2160396 9.8244983 9.4369176 NA 2.4852207 4.8905537 8.7795214 8.9988192 7.1727545 11.4470352 9.3835928 9.8499108 10.7243799 11.7044131 4.7206287 8.3740701 10.4394460 8.0345184 8.1672515 6.5810936 9.0254228 11.1784646 6.8221654 NA 10.2640893 9.9659163 4.1356662 4.2514161 9.3724768 10.0510467 -0.4492963 10.6931289 8.3499844 7.6566115 10.7537448 11.8496245 NA 9.1167567 6.5048984 11.2643041 10.2084678 8.6460996 NA 8.3254899 2.5507037 10.0167792 8.3820101 -1.4492963 10.5430322 -0.4492963 10.4162118 7.6696441 0.5507037 6.1431607 8.9203001 8.4814402 3.2511434 6.1506165 9.1552559 3.2511434 9.8832988 10.0893767 7.5193697 4.3320634 12.8274880 14.2127313 9.7716856 14.3878379 10.3688854 9.2336973 8.4620949 0.8726318 15.8461847 NA 8.0879210 9.7200015 4.5950978 7.9082545 8.4086838 4.7601571 3.0660892 11.7700225 8.7062422 13.4325337 2.4575943 2.8726318 9.9696094 1.7206287 8.0604776 8.3467424 11.2138161 3.4575943 6.1052925 14.3544303 7.6113989 8.9801096 8.9049522 8.9842883 11.3317653 8.2972171 10.8148521 9.0879210 12.2634447 NA 5.3580586 14.1129452 10.5027160 -0.4492963 12.0937346 8.1891386 9.5229646 6.8635854 7.8384154 7.5786089 11.5110668 6.3254890 2.7206287 8.9082548 9.8098575 -0.4492963 9.2760690 8.5034441 9.3499844 10.2589245 10.9387200 11.3870451 9.1366041 10.0485546 10.1672517 10.3804255 8.7901341 1.5507037 1.3580586 10.6767618 9.0947011 9.5716827 10.4717999 9.4673286 4.2231290 14.1180350 8.5121526 13.5954811 9.6388285 8.5208088 10.0132050 2.5507037 7.5422248 11.7096280 10.9467723 10.1096018 4.2231290 11.2719259 11.4220305 8.7017192 10.7411448 11.0008830 2.1356662 9.2754297 6.2372042 2.7206287 0.5507037 NA 8.4287538 10.5048991 8.8021851 7.8883244 9.7080498 4.1654135 10.7340280 6.2089152 4.8174902 10.9840274 10.8695280 8.2615092 11.4119835 10.7929837 9.5747273 10.4639662 9.4961465 12.3459307 9.2683792 10.1057712 9.2450606 12.2529837 -0.4492963 8.2871047 10.9910529 4.8277581 1.8726318 7.7590346 11.3375849 8.7479194 10.7574119 9.8927775 9.7789202 10.9788012 7.5647234 -1.4492963 NA 8.1800593 6.7306114 10.3644839 9.4210676 9.0545286 10.6358433 4.3835937 10.9260273 9.1033717 8.0325020 10.1520093 2.1356662 4.3320634 8.6127487 0.8726318 4.2786242 3.8361059 2.8726318 4.0101353 -1.4492963 10.7665391 4.6592282 6.9727673 9.3354031 6.5346079 1.5507037 4.2231290 10.9335969 10.6238402 11.1807423 10.7284337 11.6766005 11.4643402 9.4990699 8.1782366 6.4025772 10.2328195 11.3981516 9.6526785 10.1215072 0.1356662 -1.4492963 9.8487653 8.2921698 9.5322700 10.9571735 9.9743439 8.6127487 12.8632312 13.4389704 3.6381665 11.0309881 6.6514177 14.0018817 10.8886034 NA NA NA 6.7105737 NA 11.3394395 7.4485483 9.1468924 9.5464699 10.8089743 7.7722902 9.1080037 1.1356662 -0.4492963 10.6780523 0.5507037 1.7206287 10.1644923 9.9648595 7.0183081 4.3320634 7.9494462 11.5959505 9.7231304 9.1422250 11.8397130 10.2733353 6.3644831 10.5218870 5.2121958 7.5478824 9.0664027 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 female 2002 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 5 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 1.387211e-06 6.242451e-07 -0.0294408 9.4583283 9.9648416 10.7925278 8.1370695 -1.6144033 9.6476205 8.2586927 NA 2.6664839 4.5352754 8.7583908 9.7303764 8.3798791 12.1683192 10.3943045 9.6569888 11.2359060 12.1212933 4.4516134 9.3155239 10.2551196 7.8159782 7.7842697 6.4569884 9.0329841 11.6078678 5.3043906 NA 10.4408081 9.8372520 3.0293822 5.4409157 8.2294466 9.5327307 -1.6144033 10.1973017 8.0737758 3.7430733 9.8853717 10.1172691 -1.6144033 10.2400046 4.5753486 10.1320401 10.9970116 9.0971928 NA 7.9343478 NA 9.8818802 8.2954186 -1.6144033 10.8361261 2.8696543 8.6835884 8.0737758 -1.6144033 7.2712221 9.5666780 8.3469755 NA 6.2435072 9.4966615 0.3854863 9.3440784 10.7630074 11.1303595 5.3855242 11.9355498 12.2069011 10.4499317 13.6308184 12.0812977 8.6593213 10.3527520 4.5949784 16.2294901 NA 8.2403940 9.7996825 4.8773811 6.8572010 7.6662964 4.9401151 2.2335200 11.5239575 6.8585008 1.9704856 -0.6144033 3.8117895 9.8382818 5.5148103 7.8953008 8.0772692 10.6838748 5.8284691 6.9779828 13.3445768 8.0685203 9.3599404 8.9468136 7.5044671 11.6870319 6.7119546 10.9979335 8.2263038 11.2664484 NA 2.5554481 13.6944335 9.9577523 NA 11.8345454 8.3784639 9.3228996 2.4729816 9.5498041 8.2863923 11.2174267 7.8992536 3.7074585 9.1108920 8.5839707 NA 8.9638983 8.0980526 10.2837492 9.7578467 11.0863989 11.6761695 9.9676676 10.6636848 9.5441355 10.3280403 9.0383975 2.7778510 2.2924284 9.5585782 9.0257708 10.2136622 10.5904024 10.3577875 6.1668861 13.3658438 8.8222372 12.8781926 9.0329841 9.8738679 7.7756946 2.2924284 7.1766888 10.7350834 11.3534724 10.4340126 6.6984088 12.6935703 10.4852023 8.9648416 9.3862300 10.9208011 0.3854863 9.1670166 5.2057053 2.1928885 NA 0.7074364 9.3051340 10.1198120 9.5710207 8.1520546 9.5796608 4.6523144 9.3331627 5.3043906 5.6447042 12.6989048 10.7837350 9.3125629 12.1306748 10.8449573 8.5541226 10.4666763 10.1936855 11.3170020 9.0455216 10.8349323 9.8977724 8.2278758 2.9090818 7.5428725 10.9193421 10.3513208 2.5554481 9.5204205 11.4044213 9.2727464 11.0625847 8.6709278 10.5485463 11.4206685 6.3742101 1.1928885 1.9704856 7.8753734 7.3939541 10.3017784 10.3809396 9.8144093 10.2826148 8.4326496 10.8387578 9.0517497 6.9208006 10.4868449 2.0859685 4.4299172 9.7018072 2.0859685 6.4078932 3.5949784 -0.0294408 5.6709281 0.9704856 10.9518176 7.2497117 5.7778431 9.7108312 6.7265329 -1.6144033 3.7778405 11.2792064 9.9208011 11.4746451 11.3197694 11.4117033 11.2088929 8.3103383 9.2675496 7.0230202 10.7375691 11.3389947 10.6125399 12.1687286 -0.6144033 -0.0294408 9.8658110 9.0084928 8.8408528 10.3823522 9.8863675 7.0963325 15.1828579 14.0853692 1.1928885 10.8065386 7.4834264 12.4299198 9.6772720 -0.0294408 -0.0294408 -0.6144033 7.4462215 NA 11.4285787 8.5250772 9.0057455 10.3069948 12.0001206 8.6119381 8.9983388 4.3628065 -0.0294408 11.4370746 1.5554726 1.9704856 9.4502685 9.2255167 7.7670688 2.9704856 8.0329841 11.8243176 9.8813808 9.7567578 10.7711185 9.0354196 6.9012253 9.9401146 4.2141093 7.2403945 9.3411756 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.570711 11.320875 12.431115 10.674392 9.374210 11.616747 3.429924 4.670925 7.508044 2.085968 11.890469 9.009325 9.741978 9.315502 8.324811 9.543504 11.611486 6.614345 11.180957 10.768690 8.623930 8.840730 9.164786 8.210484 7.316263 11.100415 13.101595 10.5447664 10.5218761 NA 8.6824420 8.2803435 10.6046942 10.3592231 11.4397908 9.2278761 9.8133623 8.2341487 9.8175456 6.6569882 7.3043887 9.1078123 4.8773811 4.6523144 8.3742105 9.4947034 13.3275820 10.4626753 13.5158147 6.0957114 8.0275776 12.6855922 15.1062376 11.5180254 12.5513749 10.2905366 NA 11.1091867 10.8813808 10.5038180 8.2788272 9.3125629 9.2263036 10.0365774 10.4254728 11.6798593 2.2924284 6.0075768 13.2642731 11.6099797 9.1168448 7.2497117 9.3287732 -0.6144033 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 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 5 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.080817e-06 6.589254e-07 NA 10.6786162 9.0285070 9.8698637 9.1845962 NA 10.1777601 7.7793326 0.3443740 2.5501619 5.8254702 8.9255435 10.4489416 8.5407403 12.0508389 10.4637163 9.4650127 10.9776348 12.2855128 5.5142675 9.5316949 10.6181385 9.1824962 8.7018949 8.1473978 9.1814452 13.5395100 6.1940082 -1.2405885 10.3391677 10.0936537 4.7135749 5.6665123 8.8796182 9.5954307 0.7594115 11.4377604 9.8421948 11.3948718 10.3106080 10.9881990 NA 9.3860019 5.3139677 11.0282147 10.7258858 10.1634575 NA 8.8010396 3.0813055 10.3588283 8.0096786 NA 9.9003251 2.6439716 8.7212787 8.4906993 0.7594115 7.1814455 9.6404944 8.8770233 1.0813396 7.0902977 8.6204673 3.7593796 8.9977852 11.1045083 10.2740945 6.2750797 10.7607463 12.6417368 10.8311779 13.8296271 10.6767524 8.8361959 10.1141808 3.4598250 15.2018866 -1.2405885 8.5667353 10.4331311 5.5008467 7.6297449 7.9141985 6.8886629 3.3261922 11.1516978 9.7402125 13.7056470 1.5667178 -1.2405885 9.8207516 4.5667360 8.8613562 7.9590526 10.2023239 5.8146632 7.0401516 12.9724086 7.3667104 8.7337949 11.0972810 7.9392895 10.7650470 7.4770572 10.3377530 8.2391608 10.7373757 NA 6.0073076 14.9032419 8.6647673 -1.2405885 11.0252884 8.4441291 10.8629960 4.5142675 8.3869144 7.1898325 11.0232364 8.0073076 2.4598250 9.2849011 9.3583633 NA 8.3254345 8.8963715 9.1887871 10.7157566 10.1097671 11.6797034 9.4650127 10.9189364 10.0360864 9.9845878 9.1961024 2.2188122 1.3443172 10.0953290 9.2280043 8.8254696 10.5448328 10.0325932 7.7872862 14.0360501 7.2790162 11.4652287 10.4945132 8.6737656 8.0238231 5.5275646 6.6481231 10.6703978 10.8308428 9.4761998 6.5985841 11.4408626 10.7237213 8.3996253 9.6297451 11.3525380 2.5667421 9.1522237 3.6173573 2.9292987 1.0813396 -0.2405885 9.9211422 10.6087855 9.7544408 8.4050389 10.3135471 5.5922716 9.9657843 6.2431968 7.1387592 11.7318217 9.6220178 8.7706077 11.0522771 11.0967235 9.0386658 10.2223938 9.6189151 11.4401794 8.9318080 9.7962408 9.9274257 8.2572322 3.4598250 8.5176036 10.9386675 6.7597750 1.0813396 6.8279968 11.2384027 8.3004770 10.8254696 8.4821880 9.6343617 11.0815902 9.0155890 1.7593689 0.7594115 8.8160182 7.1940082 10.4546087 10.2147076 8.7092072 11.0267523 6.3216233 10.7007948 8.8160182 7.4388609 10.7302053 3.0813055 4.2512343 9.1300678 NA 6.0813077 3.7135749 2.0813055 4.7817479 1.5667178 10.2681656 5.6901181 7.1602597 10.7535394 6.8424874 1.5667178 5.5142675 11.0252884 10.4180381 11.6429783 11.2077548 12.1103196 10.2436998 7.5008475 9.0699932 6.5112593 10.9569043 12.4503605 9.9959925 11.3060337 NA 0.3443740 10.1570550 8.6557128 8.9355534 10.6274312 9.6967542 7.6017307 13.0095307 13.3294733 5.5142675 11.1623924 7.5680549 13.6657073 10.2401706 1.5667178 1.3443172 -1.2405885 7.6841932 NA 10.9173998 7.9417748 9.9736995 9.8092289 11.8616842 8.9392895 8.9465592 5.1687704 0.3443740 10.7879771 4.3740935 3.3443456 9.2691554 9.5699520 7.0813087 4.3443456 8.3462203 11.0084938 9.5084118 9.5423786 11.0182408 10.1333330 10.0302596 11.4684642 5.2247002 7.6541978 8.7251648 10.1025661 0.00044801 0.00044801 -0.00517620 0.00272080 0.47334000 -0.01262900 -0.00820960 -0.01125100 0.04976900 0.04976900 0.03646600 0.03843400 -0.01049800 0.00508210 0.00044801 0.00397050 -0.00517620 -0.00517620 -0.00517620 -0.00517620 -0.00517620 0.00272080 0.00086445 -0.02977000 -0.00157790 -0.00157790 -0.01125100 0.00272080 -0.51216000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 0.451 0.451 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.455 0.455 0.469 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.473 0.473 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 0.451 0.451 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.455 0.455 0.469 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.473 0.473 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.731262 11.607612 11.307239 9.985190 9.737376 10.619691 4.949203 3.081306 7.638964 6.410433 13.104508 9.076454 10.587914 9.358912 8.169047 8.292710 10.997188 7.298539 10.384176 8.979759 7.944256 8.857623 9.689563 7.076793 7.651164 11.566735 13.256609 10.5847367 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 female 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.525932e-06 3.121225e-07 2.1305356 10.5513258 11.4096696 8.7743796 7.1573237 1.8085910 11.0107191 7.4492378 NA 4.0798730 5.7858748 8.7452333 7.2137371 8.6681301 12.2475170 9.3698832 9.6866462 10.6785746 12.9065451 7.4233050 8.8894127 10.7293203 8.9772673 9.2019857 6.0753829 9.4122216 13.6435665 7.1792831 NA 10.8025950 10.3736974 2.7154761 6.4668065 8.5211222 10.1798274 4.6665748 11.5001207 6.7274590 6.8529889 11.8972179 10.9573896 NA 10.6996195 NA 10.8519644 10.3059482 7.1350248 NA 9.3545251 3.5090370 11.2924110 7.3897957 -0.1913266 10.2891128 1.7307921 10.0154631 8.0277639 1.3935809 7.0469995 10.1841777 9.7598800 2.2680151 6.9785206 10.2816415 0.3935260 9.2546446 10.8128157 1.3935809 1.6159341 8.7627335 11.1014920 9.0858827 13.7302038 12.5256290 10.3133497 8.6942917 2.5090370 16.8075272 2.1305356 7.9404522 8.7094619 4.2348615 7.2348596 8.5551094 3.3321637 2.5815441 11.0244316 8.3127986 -1.1913266 1.9785251 2.5090370 10.3004483 2.1305356 9.0493865 8.0612605 10.7912324 2.6159577 6.2515392 13.6881785 7.8420184 8.9507023 4.6159518 9.7887348 9.9181256 7.4196198 10.4228450 8.7772622 11.6223765 NA 7.0706899 14.4082176 9.4177741 1.3935809 11.9632552 8.3727449 9.6881784 3.2009123 7.2094748 7.2306603 11.9800848 8.0398167 5.1836334 6.7801395 8.0847196 0.3935260 7.9709865 8.1792826 10.0223071 11.3181229 10.3124210 11.6183172 8.4103661 11.1633956 10.0265529 10.3793997 9.0060579 0.3935260 1.6159341 10.6739419 8.8240104 9.0025270 9.8604840 9.7937257 0.3935260 15.1931261 4.2348615 9.4685913 9.6727814 6.9835215 10.3617446 4.4810212 7.9430217 8.8706415 10.5932301 11.8356373 3.2009123 11.2015244 11.5435165 7.2264478 9.1890563 10.9427007 2.5090370 10.3888726 -0.1913266 4.8529876 NA NA 9.7801388 11.3156465 7.9735022 8.2285556 9.9015770 1.9785251 9.1009170 6.1749177 5.0610720 12.4993572 9.2158630 7.0277634 11.4173121 11.2577439 9.4850373 10.3846071 10.1248768 12.6148428 9.0624429 9.9138491 8.4774802 8.6650207 NA 6.6665762 10.9000307 3.3729799 2.1305356 8.7339569 10.3453282 7.4306474 10.2959329 8.0823907 9.9190786 11.2520569 9.1495581 3.7154871 1.6159341 7.8254034 5.0753829 8.7109703 10.8068331 9.6904740 9.9513405 2.6159577 11.2011354 9.8351188 8.2944245 9.7079521 -1.1913266 4.3321565 6.7858748 -0.1913266 1.9785251 1.3935809 1.8085910 2.8085910 0.8085910 9.8071857 2.9785251 4.7627900 7.7003787 7.9360996 -0.1913266 4.0565228 11.8140444 11.1420302 12.4523388 11.2427022 12.0022746 10.4301893 7.6414853 8.5311467 7.2127580 10.4972827 8.3163897 9.7865906 11.5860561 4.8085961 -0.1913266 10.0198752 7.1836344 9.5279840 11.5655685 9.6319626 7.1836344 11.8101794 9.0928409 NA 5.5634815 6.5136739 12.5460539 10.9010221 -1.1913266 0.3935260 2.9785251 7.6030113 NA 9.8365012 5.8085961 7.9327167 10.6607346 10.5780199 8.5055627 8.7688291 -1.1913266 0.3935260 10.1271381 3.7627953 4.0180466 10.4614403 8.9391657 7.1573237 1.9785251 9.2843288 11.7184884 8.8212198 8.2741615 10.8485424 8.8281860 2.8960587 9.7951484 3.7748398 7.6191672 8.1551091 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 1782 kidney stage iii t3a n0 m0 male 2009 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 2 5 1 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 6 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.109769e-06 4.161634e-07 NA 10.6630140 9.0615980 10.4852214 9.0807200 7.1327588 10.0105557 10.6281600 0.1708224 1.4850146 4.4187567 8.4140010 10.2692977 7.0204922 12.4166767 10.9049720 8.1385334 10.8236719 11.6950422 1.7557849 10.1880993 10.5375134 9.1385337 9.6479106 8.9609038 9.1941193 14.4252159 6.6357123 NA 10.0827183 9.6452090 4.7557902 5.8712670 8.5106771 9.6600059 1.7557849 12.0093744 10.0706873 9.5009970 10.5907872 11.4791660 NA 10.4242805 8.3688626 10.0452961 11.4989409 11.2229421 -1.4142683 8.7215736 4.3672243 10.3819041 7.9257146 2.0453032 10.5198723 1.1708224 8.4203354 7.9910059 NA 5.5631429 10.0646341 8.9301604 NA 6.8619889 9.4179632 5.6733275 9.4546871 9.5091919 9.9340393 5.2152204 11.1269901 13.1051321 11.2161316 14.0085863 11.0747088 8.5473141 10.6387721 5.7254167 15.6054552 NA 8.4897464 9.2306221 5.0936574 7.2758628 7.8479593 9.5349615 2.9363647 11.1281709 9.1506904 9.9173413 NA -0.4140760 9.4935062 4.1094274 8.9111699 8.0916760 10.1157830 7.4092314 7.5858647 13.4257079 7.5660038 8.8561597 10.3598278 6.6411472 10.3940886 9.0867063 10.8311200 7.7532823 11.3996457 NA 5.6943899 14.8578928 9.0696802 NA 10.4623814 7.8337920 9.8538215 6.5631444 9.3996456 7.8122768 10.5844549 6.4685067 4.7557902 9.1651804 9.2197680 0.1708224 8.4897464 8.7793897 9.4987539 10.1279290 9.5695706 11.9572763 9.9151002 11.2925763 9.6485852 10.5556108 9.2218636 2.5858759 2.7557849 9.8007907 8.9760333 9.3009684 10.4593086 10.2837008 5.4685084 13.7248562 7.5017441 10.6026728 9.0797200 9.3432546 8.5195553 5.2723666 6.3340569 10.5024904 10.9226500 9.6472357 7.7330696 11.7290882 10.9165013 10.2962405 10.1848475 10.7422636 3.9434150 9.1281225 5.1404515 5.4685084 0.9078136 -1.4142683 9.5121605 9.0867063 10.0696803 7.9368034 9.8471778 5.4562279 8.9576410 7.7151473 6.8839275 12.4916275 9.1764514 8.9835392 11.3103783 11.0386205 8.8250574 10.1495374 9.8110718 11.2782620 9.2115732 9.5429665 9.8491337 6.7657734 2.2862898 8.4360515 11.1867066 7.4309467 5.6626812 7.0989206 11.5442359 8.7793897 11.1982723 8.4562291 10.3052533 11.0241365 7.7432113 0.5858279 -1.4142683 9.5480376 7.7607905 10.3031124 10.3035409 8.2741149 11.0889448 4.2582928 10.7581294 9.0089804 7.7457355 10.3903989 2.8338009 4.5631459 9.8844999 -1.4142683 7.1708274 3.3932240 4.1094274 3.7953202 2.2862898 10.4527570 6.0121284 7.6653494 11.6024395 7.1176358 2.0453032 5.3802792 11.0699321 10.4711795 11.2780441 11.1461973 11.2988213 10.3561154 8.0797200 9.0046236 5.8973857 11.1255079 12.3633253 9.9957857 10.8692423 NA NA 10.2106599 9.0595702 9.2143099 10.7626609 9.2697364 7.5225023 14.5674986 13.5903044 7.3507359 11.0939068 7.6896241 12.4345852 10.4650647 -1.4142683 0.1708224 NA 7.5166014 NA 10.2507784 8.4171715 10.0807200 9.0100307 12.1116299 9.1509665 8.9282836 4.1404515 0.1708224 10.5404243 4.1404515 2.6733303 9.4132071 9.2170416 7.6573270 8.2333230 7.7406827 11.2149934 10.0802201 9.3103783 11.0524508 9.8236720 9.2723650 11.8852156 5.2543257 7.6247838 8.7125690 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 male 2009 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 1 3 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.28317e-06 3.121225e-07 NA 10.5865101 8.9940917 10.1857243 7.5274786 1.6240073 10.4957124 9.4474036 -1.1834413 2.0151764 4.6495637 8.1272850 8.6854948 7.2260634 12.4932906 10.1862696 7.9041354 10.0101977 12.0620764 4.0645984 10.6106820 10.3827264 9.1261487 8.5394799 6.8827616 9.4368920 12.8331324 5.4748838 0.8166407 10.2847872 9.4212256 4.0261272 6.0358416 9.0846293 10.3224839 7.3441494 10.3436605 9.8341766 9.2418881 11.3227319 11.2748225 -1.1834413 11.1492683 5.8166714 9.4730971 10.5049226 8.2408385 NA 9.2544244 2.4016305 10.5484156 7.1066907 1.6240073 10.2417413 1.1386179 8.4423812 7.7325514 3.4605329 5.3244686 10.2481699 9.6264404 3.2089854 5.5980317 9.5715598 4.5171119 9.1181684 8.4979109 7.5815441 7.5031730 10.1026004 11.5205759 10.3616367 14.1855538 10.8021585 10.4179789 9.8445784 3.5171119 15.2547981 -0.1832774 7.5309182 9.9160201 4.7474089 7.4202988 8.4295406 8.6272439 2.5248661 10.8978228 8.6814774 3.4605329 NA 1.9865930 9.6931893 4.9865975 9.4350578 8.3145243 10.6025334 6.9041348 7.0881352 14.0536581 7.6143337 9.0138890 6.9765435 8.0502922 9.9281928 10.5761444 12.1478692 9.8138517 11.3801069 NA 8.7664991 14.4676679 9.7788453 NA 9.2239402 8.5765603 9.7773983 2.6240307 9.5309178 7.6962554 10.6037586 7.5274786 7.7650394 8.2658208 9.1397271 2.9041372 7.5377713 8.4855572 10.5556089 10.3903195 10.5501114 12.2472856 9.5673793 11.0006177 9.3135261 10.1851787 9.2559734 4.3085283 2.8166816 11.2941776 10.1515042 9.6550885 9.7167843 10.0267348 -0.1832774 14.9330366 6.3789139 7.0974433 9.2893630 8.2196845 9.6471875 4.5980317 7.1698188 8.4890977 10.7773983 8.6730977 5.7114894 11.5591649 12.0267348 8.2154160 12.0465426 10.9894123 4.1742226 11.0081141 4.3085283 10.4855572 NA NA 9.9562237 7.5343488 9.3827263 9.2523426 11.1367084 5.6870383 10.2878394 8.6916535 5.9041348 11.8196631 9.3519476 8.5188451 10.2297713 11.9467602 9.4744194 10.1187400 9.6777593 11.9445055 9.5066702 8.4072593 9.9310653 9.4996669 2.5171245 7.6336557 11.0925058 7.0488530 6.9562240 7.5809467 10.7885750 8.0857991 10.8624319 8.7737742 10.1747740 10.8039363 8.2303001 1.4016305 0.8166407 10.1581911 7.0740601 9.6463951 10.4609792 9.3874767 11.0364458 4.2761021 10.6271756 9.4202986 9.1020744 10.1802595 -0.1832774 3.9459541 8.4926291 1.1386179 6.7650401 1.4016305 2.6240307 3.6746527 1.9865930 9.7023687 7.6208034 7.1565220 11.1738751 8.1598360 NA 4.1386015 12.0626706 10.6804714 11.7130047 11.3898461 10.9401471 9.5300588 7.9485290 7.8468982 6.0715117 10.0893020 10.0775918 9.3323721 10.4114634 2.2761095 -1.1834413 10.1198823 7.5782232 10.0787671 10.1408529 9.9517402 8.5240315 13.5353657 12.9646721 2.6240307 10.2281833 8.5763940 10.7481486 10.7031310 NA NA 2.7235586 8.7099740 -0.1832774 9.2175945 7.6495623 9.2100627 8.9840906 12.1831311 8.8569620 9.4201318 2.6240307 1.4016305 10.6613781 4.6495637 3.3402347 9.6527226 8.7474096 7.9485290 6.8555911 6.6684213 11.1876321 8.9740193 8.8292968 10.5968019 9.7069366 6.3244668 10.4780050 3.6746527 6.5715600 8.3538905 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 2009 kidney stage i t1a n0 m0 female 2009 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 6 4 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.491252e-06 5.202042e-07 -1.4344028 9.6733094 9.2762449 10.4865356 7.8415631 NA 9.7378660 6.7594568 NA 0.4875892 4.7151850 8.3888056 10.9097344 7.9229905 11.9196879 11.3649225 9.1113684 11.4313650 11.9156871 3.9917078 9.9185853 10.2352094 8.4813179 8.6529012 7.5961055 9.0562893 10.5473625 5.6529023 NA 10.2715027 9.6824321 3.6528995 5.5654388 8.4511349 9.4946968 NA 10.8797385 9.2146946 3.7748925 10.0968199 10.2536888 -0.4345978 9.3582288 4.3203258 10.3561942 11.0737285 10.2249884 -1.4344028 8.1123332 2.9577475 10.0248701 8.1161854 0.5654022 10.7135877 2.0713165 9.0702576 7.7403643 0.1504297 6.6895592 9.7259402 8.5470059 0.1504297 5.6315263 8.7202566 0.8873693 9.4358032 10.4050360 9.6614947 6.9790662 10.9235237 15.1595735 11.1794581 13.8216472 10.9243643 8.4046422 10.6125624 2.6528995 15.6079422 NA 8.7552632 10.2925080 5.0572900 7.2200745 7.7049895 7.8181041 2.0248870 11.2615366 7.7908144 1.7353489 -0.4345978 5.0411729 9.4663053 3.5654388 8.4109287 7.6422539 10.0294736 6.4602560 7.7651110 12.9172059 7.8714999 8.8703601 10.7924527 7.0042306 10.1787583 8.1371910 11.1300644 7.7966594 10.8971952 NA 2.6528995 14.3234534 9.7478328 NA 11.9964137 7.9383034 9.6469219 2.4723318 7.7303451 7.9705799 11.8366097 6.8783219 3.0248693 9.5484320 9.1075030 -1.4344028 8.4373439 8.7202566 9.7478328 10.0692642 10.6872957 11.6435910 10.1773854 10.5502130 9.4288505 9.8646464 9.2554103 2.4723318 2.1503972 9.6077819 8.8403990 9.4976533 10.6972955 10.2663116 5.0572900 13.6492917 8.7328566 12.2761373 9.4022779 9.9421066 7.5050176 3.8508394 6.5254409 10.6070976 11.2615366 9.9064012 8.0512677 11.8533009 10.4327173 8.2038746 9.6335449 10.6152871 2.8873693 8.9270206 4.7151850 1.7353489 NA NA 9.2788251 9.7954588 10.0786725 7.8014529 9.6220694 5.9663174 9.2484331 8.5878064 6.2589259 11.7758054 10.0212794 9.5261645 11.4292376 10.4496090 8.3967456 10.0125217 10.2092947 11.0264063 9.1792279 10.7356765 9.4798237 10.2942094 2.8873693 8.6647865 11.1562594 11.4685107 -0.4345978 8.5503697 11.5432550 9.3418715 11.7128024 8.3760103 10.3999096 10.9507617 6.8038431 1.1504297 NA 9.1893200 8.0532786 10.6720014 9.0279408 8.5167232 10.7933552 8.5138057 10.3776158 8.9130599 7.5455777 10.5773645 2.2658869 3.8873693 10.2697745 3.0248693 8.8403990 3.5196300 2.5654266 4.5427162 0.5654022 10.9317607 6.9185854 6.8038431 10.4509938 5.7915614 0.1504297 4.5878090 10.6180065 10.2946343 11.5081362 11.2020631 11.0890005 11.2104213 8.5640290 9.5275609 6.3510541 11.3174009 12.3825221 9.9333991 11.9601691 NA -0.4345978 10.2680441 9.3236617 8.7626551 10.8189906 9.2959087 8.2882460 14.3796955 14.5714577 1.3727850 11.7697039 7.3252605 12.2332153 9.9932751 -1.4344028 -1.4344028 -1.4344028 7.6315278 NA 10.8525881 8.9251880 9.6016120 9.6395800 12.2159293 8.8322251 8.9670115 4.7552615 0.1504297 11.0877748 0.8873693 0.8873693 8.9673845 9.4054295 8.3102724 3.8873693 7.8133663 11.3800209 9.6091494 10.0223062 10.9133367 9.8027740 8.5181799 11.0381293 5.5957752 8.0692645 9.2882460 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 1175 kidney stage iii t3a n0 m0 female 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 1 5 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 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 7.976465e-07 2.774423e-07 NA 10.70148590 9.31800495 10.41123344 8.82234043 NA 9.82716277 8.45734845 1.01499793 1.50385753 5.36076107 9.04104772 9.89558937 7.93979781 11.71282179 10.54928825 9.40156647 12.05687266 11.76415649 5.10244818 9.79470470 10.30692352 8.69797984 8.83196905 7.24700655 9.71715802 12.75349993 5.86465169 NA 10.09935097 9.18156699 4.04473508 5.62969467 8.90575643 9.40587092 NA 11.31094564 9.43002282 4.40730516 10.36739673 11.08577723 -0.57003596 9.26133006 6.19820731 10.49712113 10.48462727 9.78206630 -1.57003596 8.33691354 2.82234266 10.07387913 8.28955785 -1.57003596 10.52430849 4.06025495 8.73949913 8.07387913 0.01492654 8.08465906 9.45169701 8.66842764 2.67795919 6.22443972 8.54376497 1.23738016 9.31724346 10.25219542 9.42720241 4.83941545 12.73032469 14.98805491 10.38458271 13.81257939 10.90828693 8.76093979 10.22118579 1.23738016 15.55212290 NA 8.55930596 9.28955762 5.38421908 7.55155678 7.84998300 6.87296662 2.50041966 11.47544132 8.76575949 0.43007113 0.75197781 4.45239117 9.49476560 4.33691175 8.30500424 7.51483159 9.86412980 5.86465169 7.46894167 12.11126131 7.61737489 8.26291277 9.81264695 8.14082926 11.08413305 7.59994779 10.90575636 7.74290559 10.11477148 NA 4.28800412 13.32588215 9.72923087 -0.57003596 12.00070878 7.56444905 9.57976999 2.95358187 9.38639905 7.49611237 11.76107979 7.37839024 4.33691175 9.66663518 9.47987139 NA 8.68268846 8.61241738 9.01780029 10.85785950 10.46000028 12.24209790 9.92287752 10.25617412 9.46688341 10.07793098 8.83485593 2.23738016 0.43007113 9.98028870 8.46894207 8.90177952 10.87994533 10.35446428 4.07388020 14.33620889 9.78757498 11.42526008 9.47373375 10.18949497 8.12525124 4.23738016 6.61984728 10.94226956 11.35446428 9.90271381 7.94177537 11.89150748 10.49173156 8.66962139 8.87503789 11.11301751 3.13046966 8.64040185 5.41870607 1.59993664 -0.57003596 -1.57003596 9.98028870 10.18072995 9.70905296 7.88534984 9.38946700 6.15112210 8.88123390 5.58989529 6.12350894 11.48598313 9.91383875 9.68446110 11.52492531 10.69475869 8.88137830 10.19986077 10.34739504 11.03272179 9.38712491 11.22991160 9.86725480 10.09091018 2.59993664 9.33916590 11.10443587 11.90823386 7.36371339 7.90770008 11.47833948 9.06664759 11.88599220 9.16557885 10.11126128 10.93732203 7.16473299 0.43007113 NA 8.22281325 8.01310545 10.61427844 9.35037569 8.53985362 10.56091515 6.64919150 10.57124240 8.94572269 8.46894207 10.64919141 1.75193497 4.23738016 9.64191121 1.01499793 9.35483538 5.11652279 2.33691175 4.21138606 3.01498009 10.15709248 6.31266517 6.39580658 10.11475834 7.40850468 1.23738016 3.59994854 10.60526060 10.14555595 12.09990450 11.39976914 11.10244824 11.07905451 8.19157400 9.39576396 6.73106238 10.87633084 12.12775069 9.90220596 13.12508804 NA 1.75193497 10.08778794 9.80397561 8.52013541 10.93657846 9.02528050 7.99035588 14.44201447 14.28581605 4.59994854 10.89354727 7.19263705 13.24815567 10.18741295 -0.57003596 0.43007113 2.33691175 8.08823437 NA 11.09313619 9.07748122 9.57021358 9.27394406 11.58658007 8.39002489 9.29903832 3.71542118 0.01492654 11.33785245 2.59993664 1.01499793 8.88535015 9.59994798 7.86465108 5.84787417 7.74969515 11.49476565 9.97739943 10.19115856 11.27923251 10.35727498 7.76764487 11.36978577 5.27613930 8.63581605 9.36076019 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 -0.393 0.000 0.000 10.737508 11.765553 10.441949 9.934842 9.688589 12.088123 3.984608 2.889454 7.188247 5.999878 12.311328 7.935715 8.954564 6.708008 8.220176 9.316482 12.063018 7.070268 11.064607 9.684461 8.644342 8.796859 9.526863 8.243804 7.945723 10.849983 13.725433 10.505836 10.546367 -1.570036 8.906769 8.473050 10.489029 9.527397 11.992623 8.920874 9.802344 8.140829 9.178216 6.999878 8.277080 9.263704 5.856289 4.599949 8.925878 9.156241 13.349864 10.002723 12.723997 6.918024 9.925378 11.431079 15.917455 12.041509 14.159458 11.516491 2.517477 10.794705 10.103332 10.812647 9.561880 9.684461 9.756452 9.536586 11.265481 11.492238 1.751935 5.059381 14.574654 10.843122 9.973538 6.965298 9.833568 NA 11.917612 NA 12.629005 11.846022 11.244004 11.006980 10.306924 6.318767 6.446832 8.746304 9.572130 5.211382 13.034089 3.430018 13.910214 12.294499 8.681505 9.654772 9.509508 4.984612 -1.570036 9.399410 8.365188 9.518149 10.467371 10.367397 12.010988 9.898647 2.014998 10.106862 8.305004 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 1604 kidney stage iv t2 n0 m1 male 2009 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 5 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 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 6 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 1.421892e-06 2.42762e-07 NA 10.28323794 9.05754504 9.93699945 7.92331441 5.95262944 9.98136178 7.69143506 -1.49045616 0.39725535 5.71913962 8.24270205 10.69611043 8.75286063 11.72476451 10.95288915 9.26457420 11.43931489 12.09253421 4.12439431 9.95470146 10.17235500 8.44779613 8.97831062 8.20665397 9.36221606 12.66687562 7.01351251 NA 10.34534226 9.64282881 3.50968318 5.21026417 8.73850541 9.65943368 0.09464145 10.92727545 9.82653371 7.99752670 10.41432119 11.05126727 -1.49045616 8.43301409 6.13904376 10.87491543 10.53101362 9.94795860 NA 8.26123085 2.09464145 9.97218889 8.27289894 -1.47593632 10.59581291 1.09464145 8.30734792 8.00153993 0.83163407 5.85841374 9.75107402 8.84842295 -0.49025349 6.80430788 8.80889469 1.31701457 9.81232558 10.61461286 11.38620357 4.86723920 11.05647738 13.32045904 11.39538295 14.06085411 10.74360585 8.91589163 10.11192150 2.90199638 16.00813071 -1.49045616 8.51531113 10.15669518 5.38005060 7.65434460 8.07574066 7.33305425 2.05318086 11.41714064 7.45483802 0.09464145 1.50969584 4.29104358 9.73910635 4.91907784 7.93804697 8.52649494 10.34928410 6.83161507 7.44042404 13.39094398 7.42257614 9.26457420 10.34534226 7.98542016 10.58903471 7.62082244 10.60903437 8.21704552 11.51618800 NA 2.31704353 14.70648081 8.71792108 0.50964518 11.39938069 8.16968253 9.92542834 3.93594999 9.24270182 7.39232945 10.93857015 7.92119768 4.18211224 9.04009296 9.09746411 NA 9.09933782 8.49268000 9.15894287 10.57409252 9.81175422 11.53257105 10.07431249 10.48266640 9.82200240 10.48302520 9.51390698 1.31701457 1.50969584 10.15354279 9.28365004 8.68211396 10.48946908 10.01847172 5.55407921 14.38569986 6.94431499 11.88581201 9.84619319 9.25452035 7.87819318 4.21012387 7.16073871 11.07835532 11.01226983 9.59449499 6.48122951 11.58840114 10.68679464 8.45659303 9.14540463 10.94665835 1.96912285 9.10785078 1.50969584 0.50964518 0.50964518 0.50964518 9.14721714 11.13927091 9.74689653 8.38620352 10.04749231 7.68959550 9.73910635 5.92753858 6.41657799 11.79393237 10.41732839 8.98946688 11.39995088 11.14290893 8.96254555 10.42556599 9.76707441 11.35203697 9.14540463 10.82171866 9.82766440 9.23845753 1.50969584 8.86613865 11.23824488 9.98576439 3.71913962 8.22350268 11.62310320 9.27040653 11.02833978 8.73609882 10.12807206 11.05102523 6.77647251 -0.49025349 -0.49025349 9.13082279 7.14268198 10.56970697 9.40526190 8.70321181 10.93778501 8.02341394 10.52887416 8.73730245 7.24439619 10.31945468 3.55408536 5.31703991 9.33623518 1.09464145 8.72885518 3.21012387 2.96912285 4.23760960 1.83163407 10.48051153 6.65434531 7.12807168 10.15507031 6.73518367 -0.49025349 5.29104726 10.92569240 10.71547987 11.79465524 11.54654705 11.60145255 10.98491335 7.62603022 9.03814066 6.00578172 10.56666296 12.18520264 10.09886955 11.63138198 -0.49025349 1.09464145 9.91589163 8.84395998 8.73489418 10.64314991 9.50474710 7.21012679 13.24783165 15.09642379 1.67960395 11.66022726 8.20461907 12.74898678 10.27787087 -0.49025349 1.67960395 NA 7.81118264 NA 10.22183951 8.23590461 9.78639265 9.95055575 11.90119873 8.56632428 8.92417087 5.35517840 0.09464145 10.83611610 1.67960395 3.03324678 9.07954212 9.82540230 7.30734837 4.00154106 7.73850507 11.23654338 10.21099308 9.74749415 11.03569669 10.08805929 8.65816327 11.27869790 5.04713700 8.26957462 8.44779613 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 -0.0032174 0.4857800 0.0072217 -0.6711700 -0.2073400 -0.2073400 -0.2073400 -0.2073400 -0.0047079 -0.0074886 -0.0121620 0.0056919 0.0056919 -0.0076101 0.0033299 -0.0031859 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 -0.207 -0.207 0.000 0.000 0.479 0.479 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 -0.207 -0.207 0.000 0.000 0.479 0.479 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.957803 11.298813 10.381207 10.212725 10.134939 11.721879 4.392331 3.367665 6.771781 4.416576 12.708132 8.411338 11.093944 6.648777 8.364789 8.699511 11.644915 8.043016 10.688351 8.577121 8.811183 8.535172 9.766603 8.166111 7.064275 10.760873 13.277561 10.4289224 11.0300597 -1.4904562 9.4105533 7.6619712 10.6739651 10.0327585 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 1274 kidney stage iii t3b n0 m0 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.421892e-06 4.855239e-07 -1.2958363 9.8546590 9.3060478 9.3180664 6.6350143 8.2835931 9.5676890 7.1159155 NA 2.8693779 3.5622546 7.2473085 9.6943809 6.5497677 11.3386343 10.5765671 8.5899732 10.3199066 11.8669830 1.2892443 9.7141055 10.2934599 6.7210855 7.9282785 6.3409023 9.5172564 14.3677239 6.6700613 NA 9.8622555 9.7554860 1.5116198 3.9522031 8.6584732 9.5051768 0.2892443 9.3445218 8.5180583 6.4921801 11.3023294 8.9919894 NA 9.8773294 2.7042744 11.1531676 11.0069159 10.0939083 -1.2958363 8.6126695 1.5116198 9.8121479 7.9112913 1.2892443 10.9984899 1.0262335 8.3806044 7.6584736 0.2892443 4.6815561 9.3235799 8.9873652 -1.2958363 5.5497677 9.8316265 0.2892443 10.0563204 9.7376999 10.0814876 5.8841852 11.5951055 14.1258816 10.6493550 14.2120716 10.8280751 9.2453735 10.7910767 -1.2958363 16.8498211 -1.2958363 8.7418239 11.7646351 3.9522031 7.5899732 8.8193208 7.0618291 1.8853791 10.8594114 7.1744883 NA 1.8742068 4.6350172 9.5769519 5.3189856 8.5019387 8.2337074 10.3313548 6.3263288 6.6700613 13.7592628 7.4185222 8.5371671 9.7897495 9.1336837 12.0778205 8.6051439 10.2717577 8.6201564 10.9560552 NA 8.5035586 14.3205386 9.2021287 2.2892443 11.4835860 7.3336339 9.8219200 1.2892443 9.0385503 7.7514008 10.7632833 7.5276443 5.9616650 9.6555617 9.7280314 NA 7.5434804 8.5823279 8.7028674 10.8309815 10.1961301 12.7650751 9.6394420 10.1606315 9.6722236 9.8641484 8.4352906 NA 1.0262335 10.4679043 8.3819967 9.5830942 9.9610753 9.8495723 2.2892443 14.9614254 4.7266460 12.3298717 10.2021288 9.4415244 7.5746420 2.8742068 7.4287906 11.5759898 11.1660122 9.6238851 6.3041898 11.6438801 10.2439205 6.9663716 8.6642787 11.5593401 3.6111724 9.0864361 2.5116198 1.2892443 -0.2956592 -1.2958363 9.6261179 7.7014562 9.3217444 7.8023089 9.6330766 4.1961270 9.6021224 4.7042744 5.7880227 12.3457643 10.2001319 9.2693790 11.2297978 11.9312912 8.8309813 9.2684264 10.4658282 11.3199066 9.3106821 10.8801384 9.7721616 8.9270718 2.8742068 8.6126695 11.1461837 12.6029020 3.2278335 9.1383839 11.4612502 8.2434358 10.6313141 8.8206210 10.2395523 11.0452397 8.8729491 -0.2956592 NA 8.9438756 7.5434804 10.2090959 8.9557594 9.1168469 10.5903545 6.4185222 10.8592564 8.9792374 8.6671729 9.0574237 1.8742068 6.2967345 9.6700613 -1.2958363 6.7266446 2.1637241 1.5116198 4.0262069 0.2892443 10.2160297 6.9757402 6.4591644 10.8085252 5.6477290 -1.2958363 3.1637080 10.5634235 10.4679043 10.9610754 11.2591056 10.3863938 10.1976321 7.9014939 8.8501709 7.1102693 10.7182975 11.3595841 9.7014565 10.6915410 -0.2956592 1.5116198 9.9300869 9.7314918 8.7743980 10.3346260 9.1513601 7.4856369 13.6786019 13.4353838 -0.2956592 11.0922943 6.4925054 12.7208241 10.6175404 NA NA NA 8.0749646 NA 10.2972244 8.8088757 8.6511834 8.5324136 12.0381311 8.5560258 9.6574331 2.0261981 -1.2958363 11.1541994 3.6111724 2.0261981 8.9850478 9.2071088 7.7595593 6.4253754 8.5529000 11.1305417 9.6526442 9.8860504 10.7860932 9.3329321 8.0307063 10.6682567 4.2530211 6.8691842 9.0329518 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 -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 10.965196 12.177602 11.070326 10.698277 9.890391 11.388806 4.404719 2.511620 7.066221 2.791731 12.615013 8.791713 9.859095 12.482057 8.202807 8.311607 11.105690 7.092294 9.813455 11.264132 8.943876 8.006824 10.423366 8.274133 7.266520 11.749183 12.314494 10.6840594 10.4844066 NA 8.9651964 7.1718823 10.1774754 10.3235799 11.3379534 9.5761822 10.1693331 7.2660613 9.6186621 6.9282791 5.7486705 9.8251628 5.3481333 5.9522054 8.7404507 9.0629282 13.2059898 8.5544638 12.8014861 5.9487830 10.2468253 11.4281512 16.0560185 12.0474627 14.1658523 10.6965073 0.2892443 10.4946255 9.4591646 9.8754537 8.6872707 9.2693790 9.8841861 10.0765980 9.0804024 11.3065119 4.5371656 6.6642794 15.2513730 10.8823193 8.2473090 8.0309761 9.9593055 -1.2958363 11.9341473 NA 12.6344599 11.4467927 10.8254867 10.977198 10.293460 6.670061 5.376704 8.519660 8.773055 6.664279 13.139421 2.511620 13.273539 13.043709 8.044127 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 1608 kidney stage i t1b nx m0 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 1 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 8.67007e-07 4.508437e-07 0.2927817 8.8683349 10.6856495 11.1910190 4.7522294 NA 9.8531283 10.4188740 NA 1.2149951 3.6851104 7.8124315 9.1351459 6.6765001 11.2531595 9.2772139 6.4323465 9.2469918 11.9917172 4.5781960 8.9075054 11.3669370 6.5501834 9.5300054 7.5454611 9.5977172 8.5478242 NA 0.2927817 9.7429758 11.3625809 2.9932396 4.7522294 9.7409119 9.1272665 4.1001535 8.3934578 8.2984200 NA 10.7295071 9.9810458 NA 7.6721736 1.8777442 9.6968726 9.4013199 9.7886505 NA 9.2843172 0.8777442 9.8025705 7.1876134 NA 11.2997071 NA 9.4980755 8.5942918 0.8777442 1.2927817 9.1097792 8.0275052 -0.7072183 4.1996880 10.2190915 2.4627329 10.0642850 9.5335869 7.7886505 4.7190629 9.0438038 11.2041875 10.7409118 13.6793990 10.0027409 9.1708464 9.1445446 NA 13.7431046 -0.7072183 7.9111810 7.5264155 4.9366521 8.6370914 7.1507770 5.2700766 3.6947019 12.2137066 7.4948212 NA 1.2927817 5.2469933 10.0351049 2.1001367 8.8222260 9.6481465 9.9518994 5.8005893 6.4526663 14.2101676 6.7766107 10.2885626 7.2235326 6.8473844 10.0681342 9.6786579 11.7051007 8.1225185 13.5658626 NA 3.8163539 13.7941973 10.3914856 -0.7072183 11.5578244 9.0409883 10.8810417 0.8777442 7.9366515 7.3749447 10.7122291 5.6851132 4.1507790 10.6802743 9.1538823 0.2927817 7.4117364 9.4310673 11.0663468 11.3609020 11.9476552 11.6239700 9.4052351 10.1639306 9.8338921 10.3317145 9.8548949 4.3802584 2.4627329 9.5735663 9.9932352 8.4349026 10.4310673 10.1700797 6.7357388 14.0462734 NA 2.8777639 9.1860972 8.5548904 10.4912405 1.8777442 6.8927079 8.0342625 10.5119640 11.0185878 3.8777541 11.5921838 11.7029818 5.2469933 12.4009932 11.5454609 2.4627329 8.5187499 4.3371901 5.6326463 -0.7072183 NA 10.9669878 6.9221526 9.3521399 7.1876134 8.9680821 5.0476823 8.7460662 9.7522271 3.9932396 10.8188056 11.8146413 8.2871490 9.7440067 10.3102999 10.1286169 9.9696342 11.5796420 13.5895683 9.6936749 9.8367939 12.4949193 3.9366474 3.9366474 9.8222260 10.2836086 12.9972255 NA 7.2851109 9.5046837 9.2235328 10.5560647 3.1996880 10.7624374 11.1237068 5.8005893 0.2927817 -0.7072183 8.8454646 6.3696113 10.3399195 9.4387276 8.1723785 9.6102080 3.9932396 11.3744188 9.6591177 7.7886505 10.9393542 4.3802584 5.3802584 10.7771149 NA 8.4652231 3.5407217 0.2927817 11.0040366 1.2927817 11.5842540 5.6678354 8.9652209 8.9402540 10.6251902 -0.7072183 4.5022478 11.2690016 10.7761074 11.2998228 11.1773477 11.7095930 10.1422006 8.5920036 8.9297644 5.5484859 8.6034083 10.3337701 10.5089351 8.8493016 1.2927817 NA 10.5654252 6.5874160 9.8578975 10.1177543 10.2715060 7.9075054 11.0884294 14.5509935 -0.7072183 9.6470448 9.0141511 9.2556914 9.2956105 NA NA NA 7.5642585 NA 10.9024359 7.2757893 9.0806982 10.5695015 11.7948814 8.9492203 8.8145334 6.2927946 0.2927817 11.4816934 1.2927817 2.2927817 10.6920735 9.6743385 7.5965759 5.9221526 8.9330406 11.6079451 9.7450368 9.3068159 11.4620942 8.4900121 7.0275046 10.7634544 4.5022478 6.9294206 8.6214706 10.7856501 -0.71353000 -0.70804000 0.02370600 0.01474900 -0.00360110 0.01684500 -0.00821920 -0.72950000 -0.27176000 -0.27176000 -0.27176000 -0.27176000 -0.70663000 -0.70663000 -0.72042000 -0.68241000 0.02104300 0.02104300 0.02104300 -0.04056100 -0.00567570 0.00069327 -0.71960000 -0.00758740 0.00110930 0.00110930 -0.72950000 -0.16243000 0.03411300 -0.729 -0.729 0.000 0.000 0.000 0.000 -0.162 0.000 0.000 0.000 0.000 -0.699 -0.699 0.000 0.000 0.000 0.000 -0.707 -0.707 0.000 0.000 -0.726 0.000 -0.686 -0.686 0.000 0.000 0.000 0.000 0.000 0.000 -0.720 -0.720 0.000 0.000 0.000 0.000 0.000 0.000 -0.272 -0.272 -0.729 -0.729 0.000 0.000 0.000 0.000 -0.162 0.000 0.000 0.000 0.000 -0.699 -0.699 0.000 0.000 0.000 0.000 -0.707 -0.707 0.000 0.000 -0.726 0.000 -0.686 -0.686 0.000 0.000 0.000 0.000 0.000 0.000 -0.720 -0.720 0.000 0.000 0.000 0.000 0.000 0.000 -0.272 -0.272 9.2056848 12.0965230 1.8777442 9.4349026 8.0443395 7.3588850 0.2927817 10.3980493 10.0417598 1.2927817 12.1351459 8.1159717 8.0543465 8.1666703 8.3267414 8.4195001 11.4761207 8.3040227 10.7609104 8.1319994 8.7336648 9.3197753 10.8605425 5.6851132 8.2871490 9.7604011 10.5764627 8.5665910 8.7211556 -0.7072183 9.2101675 7.7021865 8.8005903 13.5717531 10.5851171 8.2294336 8.9510069 5.9792960 9.5735663 6.0741543 4.4627198 10.1422006 8.8702245 9.1382856 10.7289865 7.9932351 11.4198225 9.1272665 13.4309873 5.9722745 12.5783422 7.8739959 14.3165065 8.5642585 13.0934932 10.3716134 NA 10.0593244 9.5010298 10.0485177 9.1398529 8.2871490 8.6721739 9.4000125 6.6237118 11.4342641 3.1996880 7.8626510 13.3001855 11.1527185 11.3666024 5.2235345 9.2786374 NA 10.8000946 NA 11.4555015 10.7568102 10.9766674 10.4006664 11.3669370 3.9366474 11.1453250 9.0936954 7.8202728 5.8005893 12.3203421 2.7522348 12.0226287 11.0031715 8.4272219 7.3588850 11.8188056 NA NA 11.6113383 11.6473204 10.4310673 8.8927083 10.9052033 8.2814803 9.8927084 -0.7072183 11.4412721 7.4065375 9.4207898 10.3789317 10.0560078 -0.7072183 7.8739959 3.3802584 8.9330406 9.3521399 9.4514052 10.2836086 9.5828143 0.8777442 12.1343599 12.9423885 11.1061759 10.9393542 5.8927092 11.8770534 9.5897116 11.3314539 8.6786149 TCGA-B0-5119 61 0 NA 1552 kidney stage i t1b n0 m0 female 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 2 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 4 0 0 0 0 0 0 0 0 0 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 4 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 4 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 2.011456e-06 5.202042e-07 NA 10.73810729 9.27816089 10.12957011 6.75419404 NA 9.50251698 5.92738450 NA 0.34596403 4.31095808 8.35305108 10.07891199 6.64297732 11.68004057 10.80758588 9.62718183 11.08308629 11.73796019 3.00164013 9.05927036 10.13851155 8.21108522 7.94974502 6.88746069 9.10286517 10.91035071 6.15049469 NA 9.95380330 9.82735112 2.64800518 4.38496157 8.54281250 9.56752035 -0.52201189 10.00750038 8.99868858 4.62781692 10.42570676 10.27775617 -1.52201189 8.85853092 6.51149334 10.65080988 10.33915676 8.56420590 NA 8.08540022 1.06301966 9.91426089 7.78868245 1.93749506 10.82366355 2.19726781 8.82709654 7.66294532 -1.52201189 5.74485536 9.46817375 7.72599739 1.64800518 5.62781692 8.88746069 -1.52201189 9.67835541 10.37288758 10.75884064 6.39693352 11.17501778 15.30469280 11.35765311 13.98372635 10.28260429 8.39544202 10.37099204 0.79999907 16.17282219 NA 8.42935443 10.31372553 4.06302829 7.68752336 8.45391795 4.96992407 1.58909231 11.46746433 6.80584703 NA 0.47809169 -1.52201189 9.65984323 1.47809169 8.31569755 7.95785019 10.60089785 6.46106356 6.73545719 13.56184000 8.18024236 9.00847624 10.39991073 7.70448192 10.41903308 7.08540022 10.41212924 8.06115244 11.30024232 -1.52201189 1.06301966 14.15537656 10.19660274 NA 12.40954607 7.98189545 9.69542180 4.45534695 9.03649042 8.00163169 11.35497044 6.04031164 4.17850750 9.35228271 9.12372827 0.06308871 8.26923283 8.51835967 9.62463848 10.16281841 10.66943759 11.58904080 9.85202257 10.10057930 9.42935464 10.14340579 8.61759566 2.64800518 0.47809169 9.94465614 8.63035450 9.70929098 10.33371700 10.07192781 6.03265850 13.53042561 8.01139947 12.51261090 10.78640891 9.91841993 8.05171685 3.43226461 6.76347266 11.26882560 11.29044773 9.69360282 7.28864187 11.49602307 11.13538827 8.10742634 11.14894732 10.84193083 0.79999907 9.13554898 4.81791995 0.06308871 NA -1.52201189 8.44673677 10.33059929 9.30541244 7.92928090 9.64183897 4.64799367 9.54617641 6.09278039 4.38496157 11.86823880 10.53741431 9.17329811 11.62543379 11.00896379 8.78845538 10.08354940 9.97841374 11.50078443 8.71288737 10.79491699 9.35765317 10.52587537 3.33605482 8.79095282 11.25614699 12.64678740 1.64800518 9.15592148 11.63557466 9.11378800 11.33507889 8.93954924 10.15886892 10.89116883 6.30461873 -1.52201189 -1.52201189 9.54684817 7.86177427 10.72183889 9.58463278 8.91790072 11.03935777 10.41617916 10.57112424 8.91374004 7.89592240 10.19231538 0.47809169 4.96992407 9.87092381 6.92101375 9.00554680 2.47806579 4.00163113 3.87038445 0.06308871 10.81206368 6.85310866 6.36681352 9.17360269 5.15727012 -0.52201189 2.93749506 10.78953438 10.49939687 11.44367378 11.31668288 10.43734740 10.87199654 8.61506091 9.44308216 6.73016713 10.76289391 11.64250542 9.91426089 11.45445497 -1.52201189 1.06301966 9.85093488 9.34689242 8.74719637 10.66974600 9.50182425 7.78413161 13.38777545 15.25454143 -1.52201189 11.12507846 9.30220914 12.54533612 9.98388144 0.47809169 1.28540222 0.47809169 8.16981329 0.06308871 10.84685730 8.71886128 9.22542364 9.25778924 11.58086572 8.40880738 8.96297320 1.06301966 -1.52201189 11.09346959 0.47809169 3.33605482 9.45176727 9.59311358 7.85093503 4.68752546 7.41176010 11.48351895 9.75826070 9.82679792 10.77842240 9.86501004 6.93339678 10.39170726 4.90684731 7.48088470 8.90538279 9.56221380 -0.00152430 -0.00152430 0.02468900 0.01908300 0.96576000 0.00000000 0.00430210 -0.00650500 -0.04658300 -0.04658300 -0.04658300 -0.04590600 -0.00152430 -0.00152430 -0.00152430 0.00388540 -0.59773000 -0.57417000 -0.57417000 -0.57417000 0.02468900 0.01908300 -0.57308000 0.00430210 -0.00152430 -0.00152430 -0.00650500 0.00861350 0.00083195 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.574 0.000 0.000 0.000 0.000 0.000 0.000 -0.573 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.574 0.000 0.000 0.000 0.000 0.000 0.000 -0.573 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.316486 11.609927 12.383081 10.410285 10.025446 11.596200 2.648005 2.178523 7.125528 3.232952 12.211297 8.570682 9.548191 6.664828 8.520290 9.508047 11.385899 7.570827 11.034576 9.110156 8.966914 8.721232 9.280376 8.771542 7.438072 10.868239 13.709629 9.9446561 10.5734668 -0.5220119 9.2354597 7.5087368 10.3050155 10.0573858 11.2779585 8.9729255 9.4452961 7.6629453 9.6990527 6.8400137 6.7634727 8.9868549 5.7164752 5.4892957 9.4731304 9.7483651 12.9171865 8.9809016 11.9914274 5.4903038 10.4910435 10.6951187 15.9147814 11.7098910 13.0951929 10.7463194 -0.5220119 11.0904776 10.4413272 9.8552804 8.7471964 9.1732981 9.4836945 10.0728609 10.3472781 11.6442329 2.7260028 6.1575491 13.8030657 11.3155007 9.1487262 7.3266928 9.2813939 NA 11.5744556 NA 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 1169 kidney stage i t1a n0 m0 female 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 5 1 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 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.317851e-06 6.242451e-07 -1.4231393 11.0134023 8.9198763 9.8043067 8.4578048 9.7696000 9.8446479 9.0811622 NA 2.6683915 4.8055092 8.4760479 10.2142214 7.3382417 11.7281830 10.9932244 9.9115226 10.9234815 11.7326158 2.6641642 10.0498891 10.4079980 8.7200739 9.2169357 7.2096863 9.1129380 12.8907075 6.2420270 NA 10.1177874 9.9092868 3.9342428 5.1915469 8.7441089 9.6128644 0.8986340 11.2749613 9.5830169 9.2909363 10.7708320 10.8773293 0.5766672 10.0180789 6.9860821 10.7381376 11.3037603 9.4315592 NA 8.0483659 3.6641528 10.1075847 7.7615659 6.8150950 10.5833254 0.1616942 9.6251777 7.8918402 NA 5.7861441 9.6799786 8.8079119 2.6641642 6.5879185 8.8907075 5.4715094 9.8405468 10.0909116 9.9226504 4.6427824 12.2870269 15.7979191 11.1930099 14.2467384 10.6421069 8.6169803 10.6839078 0.1616942 15.8281824 NA 8.4955541 9.2994984 4.7466137 7.6128641 8.3840455 8.2631913 2.6616128 11.2239243 7.9112991 3.1616459 2.7466137 1.8986340 9.3596890 0.5766672 8.3662243 7.8713114 10.0196342 7.9473780 6.9209864 12.9799691 8.1560067 8.5934991 9.5214028 8.2420265 9.8893865 7.3012044 10.6087365 8.2544103 11.4036364 NA 8.5148000 14.8833755 9.0725459 0.5766672 11.4272683 8.0217057 9.9955974 0.8986340 8.3824347 7.6018302 11.5523596 7.0483659 4.2491191 9.0943601 9.2420268 NA 8.9353419 8.9807679 9.2805942 11.0016444 10.5917573 11.5323824 10.0488739 10.6132079 9.6628270 10.2570502 8.7438078 1.1616297 1.3840498 10.4087897 8.9331427 8.2841361 10.4600978 9.8672857 2.0361165 14.2213920 5.9860809 11.3670393 9.9008713 8.8493206 7.8198649 4.0029545 6.9732956 10.5000182 10.9807679 10.1955351 6.0844853 11.4197619 10.7806505 8.9924325 9.6285795 11.3069486 2.8246253 8.5902090 6.1541194 2.4835707 -0.4233328 NA 9.1022117 10.4543583 9.5976706 7.7837048 10.2200916 8.2649412 9.4570396 6.2133162 6.5539702 12.1009876 9.6654789 8.6904328 11.4272683 10.4779348 8.9255405 9.5625327 9.9500998 11.5657304 9.1245491 10.7934366 9.4760477 8.8387857 -0.4233328 8.8941035 11.5301597 11.6981579 4.5074268 7.4915244 10.9279061 9.0503964 11.1300801 9.6052875 10.1574205 10.8171840 7.7491186 1.5766672 NA 9.1398869 7.1119661 10.5823153 9.7788146 8.5865193 10.5795057 6.2133162 10.8155731 8.7775894 8.4221809 10.2719191 2.4835707 4.7861415 9.7371926 -1.4231393 9.4715086 4.6210848 2.5036286 4.6852169 4.2771293 10.3457021 6.9903184 7.1002523 10.5706694 6.3213220 -1.4231393 4.8055092 10.7267554 10.5066888 11.3024831 10.8750398 10.6671341 10.6875003 8.4925703 8.8186739 6.0234439 10.7043627 11.5065040 9.7800387 11.8648359 NA 0.5766672 10.0514107 9.1465463 8.8804716 10.6323630 9.4925701 7.1987426 13.7092708 15.4757408 4.3580516 11.3105535 8.0232781 12.0376585 10.1109936 0.5766672 -0.4233328 0.1616942 7.7213487 -1.4231393 9.9727603 7.8804713 9.3840457 9.0029556 12.1073409 8.4608613 8.9750389 3.5766914 NA 10.5941952 -0.4233328 1.1616297 9.0735445 9.4470555 8.3349141 5.0844853 8.4970435 10.9641697 9.8821825 9.8411334 11.3471482 9.0943601 7.8481541 11.4028420 5.3938040 8.0113190 8.5467965 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 1485 kidney stage i t1b n0 m0 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 3 2 4 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.109769e-06 5.548845e-07 -0.2239803 9.7969397 9.0682814 9.9811421 7.2271712 5.4902043 10.2399949 6.8466174 -0.2239803 -0.8018831 4.6339426 8.3305485 10.7503743 8.1553379 11.9606801 10.9377215 9.8987877 10.4936361 12.0459630 4.5833145 10.9135914 10.3424895 9.0071809 8.4694469 7.9103861 9.2064122 11.1733670 6.0427472 -1.2239803 10.4532389 9.9981509 3.2995231 4.5573182 8.2955958 9.4510347 0.7759355 11.2082406 10.0526657 5.0427450 10.4452877 10.5646781 -1.2239803 9.3102626 5.6214512 10.8400288 11.0639606 10.3405856 0.3608699 8.1917013 2.0978804 10.1433745 8.0380548 -0.2239803 10.3869430 -0.9853591 9.0648257 7.6432386 NA 6.1596635 9.7066970 8.3267063 1.3609261 6.7532395 8.8353042 2.0978804 9.9860222 10.3730811 10.0298072 7.3721494 10.6609353 8.8230838 11.7435463 14.2904580 11.3192333 9.2230429 11.5108810 2.6828429 15.6568466 NA 8.4412955 9.4323847 4.7532408 7.7066970 8.1023894 6.7301563 2.4764076 11.0905430 7.7855362 2.0978804 NA 6.3684174 9.9020188 5.0427450 8.1135817 8.0933721 10.2658077 8.0774561 6.8093823 13.1964463 7.1895874 8.4016684 9.5825093 7.6494035 10.9956819 7.7243269 11.0976060 8.4305956 11.4261139 NA 2.4764076 15.7488049 8.5540370 -1.2239803 11.2292303 8.1938121 9.8393548 2.4764076 7.9707168 7.9756319 10.8237653 7.8148785 3.8203526 8.8739919 9.0933724 NA 8.8038657 8.9103861 9.4927791 10.3819022 9.6245827 11.5191216 9.7366857 10.7628683 9.9860222 10.6040962 9.0852541 -0.2239803 1.5833265 10.1068766 9.2126712 8.8530291 10.2126712 9.9829740 4.7983253 14.5064564 8.3740122 12.9838129 10.3791224 8.1895879 10.1040736 3.5833145 6.8148785 10.3613918 10.7279729 10.1146961 6.6151632 11.4939917 11.1961831 7.6738051 10.5470365 10.9029867 3.0238940 9.7344763 3.0978804 0.7759355 -0.2239803 NA 9.3627995 9.9320429 9.5564995 8.7731392 10.9751044 5.2022257 9.9129508 5.7759592 5.4581129 12.3792383 10.2471268 8.8258082 10.8440662 11.0002629 9.4616372 10.7377712 9.4607084 12.1008435 9.3305485 9.5857278 8.9878481 8.5589579 2.8634231 8.2617889 11.7835126 10.7125940 2.9458886 8.3458155 11.4213930 8.9633117 10.9132711 7.5275036 10.1805691 11.1688137 7.5375112 -0.2239803 NA 8.7388556 6.7759592 10.2131916 9.8427217 8.8857903 11.4270114 8.6025081 10.8604791 9.2220092 7.2678129 10.0648257 1.0978804 4.7301563 10.9091019 -1.2239803 7.7184740 5.3758735 -0.2239803 4.2678129 NA 10.0567305 8.0497555 7.0613615 10.1946504 6.9052426 NA 4.7983253 10.9835842 10.5585485 11.5873344 11.2261399 10.9187050 10.2240760 7.6738051 8.0095795 6.1807605 10.8261485 10.9960357 9.9370916 11.5614122 1.5833265 NA 9.8366557 8.6354947 9.3851385 10.4332782 9.7431859 7.7618019 12.1887942 15.5937803 1.3609261 11.5391721 8.6900308 11.7929421 10.2168289 -1.2239803 1.3609261 -1.2239803 7.2064127 NA 10.4306047 7.9000813 9.1938121 9.4475009 12.0665546 8.4089551 8.5840711 3.5833145 0.3608699 10.9374066 2.5833265 1.7759776 9.5275038 9.3180242 7.6768266 6.0047778 7.9633117 11.3271873 9.4746644 8.9091019 11.1099536 9.5352155 8.5752412 10.6088497 4.8817625 7.4089547 8.3439159 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 1411 kidney stage i t1b n0 m0 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 2 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 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 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 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 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 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 1.075089e-06 3.121225e-07 NA 9.7419720 9.1821006 9.5026065 8.3369434 6.7455829 10.0708738 7.6792063 NA 3.2194164 5.4356286 8.5488104 9.7084407 8.2882543 11.6827707 10.1213179 10.1838761 11.4068389 11.8817200 4.5167653 10.0813905 10.2666341 8.9356713 9.3599006 8.2206680 8.9853886 13.3789177 6.5828540 -0.4831780 10.3492591 9.9879318 3.0403314 5.2446854 8.2102515 9.8176891 -1.4831780 10.9692633 9.6220185 9.2989437 10.6800998 10.8958722 NA 9.5781358 6.3747456 10.3778516 10.3724118 9.7770962 -1.4831780 7.9679755 3.1606137 10.2674717 8.3095550 1.3241193 10.8311581 1.5435454 9.1138862 7.8765145 2.3241193 6.8787082 9.7882276 8.3917458 0.8386695 6.3433137 9.1314745 1.1017173 9.9466943 10.5118251 10.2569670 4.5828510 11.2714664 12.8774060 10.9511323 13.8844524 10.6658766 8.9240325 10.2137322 1.6867022 16.6590911 NA 8.0923037 10.2641185 3.9090818 7.4085480 8.6082001 7.2172045 2.6866798 11.3253267 8.0970419 -1.4831780 1.3241193 0.8386695 9.7274360 2.9761986 7.8743168 8.2223969 10.5470869 6.7694306 6.9388292 13.9800336 7.4504549 7.5882267 9.7078238 8.2882543 10.7283245 5.9513920 10.2931977 8.4940447 11.1433863 NA 1.8387098 14.2916546 8.7975354 0.1017845 11.2348693 8.3289419 9.7700213 4.4236521 8.8409453 7.5584238 10.8956013 7.8961429 4.3241193 9.5342690 8.6318082 -1.4831780 8.7419722 8.5855428 8.5909062 10.5125318 10.6841828 11.4621810 9.8885413 10.5740796 9.4085484 10.6527945 9.4169900 -0.4831780 1.9761803 10.0790071 9.1953648 9.5501877 10.2098159 9.9653972 4.8386947 14.2683087 10.1406461 13.4367452 9.6187403 8.6499068 8.7262182 4.1017257 7.3144264 11.2310102 10.7452827 10.1803227 5.6357051 11.6996695 10.9136370 8.5556835 8.5026067 10.8136808 3.1017341 9.1767962 4.2172074 -0.4831780 -0.4831780 NA 9.8560579 10.7362357 9.0015875 8.3144260 9.9700764 5.7646912 9.5286907 8.9720918 5.2582325 11.7757722 10.1660208 8.3778517 10.6941842 11.3882849 9.1309592 10.4578123 9.4467626 11.6680984 9.2749880 10.5015391 9.4825488 8.5975822 0.8386695 8.9772207 10.6353813 11.6649361 3.2716498 9.0333412 11.3251256 8.9965450 10.5425963 8.4115826 10.1101557 11.0951373 7.1054790 NA 0.5167212 8.5666131 6.5935809 10.3176645 9.9838606 9.2058890 11.0634180 5.7928892 10.9397991 8.9985642 7.3176650 10.1296331 2.5167716 5.8476813 8.0245590 2.2171997 7.9513931 3.8021622 4.4709598 3.6866910 5.3496554 9.6473352 5.4236555 6.9303920 9.9074979 6.7572220 1.6867022 3.7262209 10.8030336 10.6591909 11.6483001 10.8852711 11.4785761 10.9354079 8.1036046 8.8345842 6.7181040 10.4146101 10.8262410 10.3700742 11.8625857 1.1017173 0.8386695 10.0010840 9.4289055 8.9101552 10.1825447 9.5549978 7.4534023 12.9872964 14.1188835 2.3241193 10.9967974 7.4568727 12.5000255 9.9843702 NA 1.1017173 NA 7.8228264 -1.4831780 10.2607575 7.6941844 9.1615222 9.7599386 11.3119926 8.6095219 9.1201129 3.1017341 -0.4831780 10.9586713 NA 1.3241193 9.6703167 9.2841215 7.6305067 4.8021674 7.8159724 11.1052451 9.6854367 8.9874235 10.5387856 9.6642176 7.1424737 10.9879318 4.6868927 7.6639693 8.5693327 10.5808337 -0.00097492 -0.00097492 0.02047800 0.03129000 0.00833030 0.00805190 -0.00125200 -0.00720050 -0.04685800 -0.04685800 -0.04685800 -0.04685800 -0.04132300 -0.00097492 -0.00097492 0.00902650 -0.55537000 -0.55537000 -0.55537000 -0.55537000 -0.55537000 0.03129000 0.02328100 0.00263090 -0.06370800 -0.07382500 -0.00720050 0.01879800 0.00027252 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.555 0.000 -0.554 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.555 0.000 -0.554 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.149760 11.548294 10.129172 10.327336 9.169610 11.156784 2.101717 3.802162 7.505450 4.040323 12.119116 8.869128 8.998564 8.441874 8.092020 8.855501 11.728653 7.371633 10.232727 9.856615 8.322509 8.370090 9.755277 7.947217 6.992498 11.226064 12.425814 9.5061592 10.2180711 0.1017845 9.0344339 6.8205453 10.1896319 10.3405299 11.0944295 8.8409453 9.4636709 6.9761964 9.6966737 6.7741519 8.3433132 9.3708539 6.6916905 7.1962451 8.7164371 9.0106201 12.3316475 9.8004318 12.0015875 6.5182298 10.4954751 11.0503377 15.3302327 11.3385386 13.3814828 10.5546547 1.6867022 11.1624231 10.1374427 10.6550365 8.6331086 8.3778517 9.1314745 9.9726055 10.8748663 11.5288654 2.6866798 6.3809510 14.6344899 10.8499200 9.5801598 7.7741525 9.7503842 NA 11.4776716 -0.4831780 12.6123265 11.6159349 11.1289420 10.787060 10.266634 5.909082 7.004605 8.771793 8.366952 5.482548 12.179982 3.160614 14.014897 12.064744 8.431150 9.887659 9.920842 5.040327 -1.483178 8.633109 8.365388 8.936725 10.032932 11.220668 11.777390 11.037138 2.217200 9.755766 5.101726 8.804477 11.358329 9.791725 2.324119 10.057861 9.896684 8.994523 9.001587 5.539134 10.635381 11.075903 NA 13.050885 12.526506 10.768839 10.129633 7.525193 10.542250 11.279977 12.336301 10.303263 TCGA-B0-5400 59 0 NA 1733 kidney stage iii t3b n0 m0 female 2008 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.363676e-07 4.161634e-07 NA 11.43930024 9.66481933 9.98321566 6.75704592 8.42140426 10.31977913 9.04009845 -1.01100636 2.87540657 5.11814374 8.53382651 8.27657483 6.83435222 12.24241429 9.53864680 8.21286403 9.83983034 11.67010062 3.07631965 9.47569716 11.20742547 8.75539102 8.40671480 7.07101179 9.34641423 15.54226652 6.39825288 NA 9.87760546 10.40354745 3.79621357 5.79621616 8.68060567 9.48771143 4.60357294 10.87112317 9.07101125 5.43180679 10.82767218 10.75952613 NA 10.43025025 8.87760562 10.50110889 10.69319822 9.54153129 0.57385922 8.98886217 3.74375192 10.69060182 7.04955780 2.89574855 10.36490615 NA 9.52024367 7.83435222 1.98884826 5.77022119 8.77349695 7.99448695 NA 7.36824016 10.28256954 1.57381076 9.03052148 9.99518826 7.90175147 5.46459639 9.07765052 12.24772266 10.27888104 13.91037777 11.03428059 9.32089868 9.17745118 4.57382288 16.62671113 -1.01100636 8.11814530 7.11298364 3.68929916 7.11298364 8.08952463 9.08425937 1.42180228 11.84936725 8.34008865 9.45544847 -1.01100636 3.94305864 9.92402727 NA 9.14241420 8.92107685 10.04820662 7.32871262 6.40671523 14.51355696 6.75041356 8.57194486 7.74040615 7.12328855 10.68822207 9.04820675 11.27397540 9.19953347 12.45493867 NA 8.44624299 15.86863689 11.06834702 NA 10.47971308 7.40249026 9.84684320 4.31079089 8.72526400 7.78976185 11.24772266 6.70996192 3.38118645 8.47469156 8.66834219 -1.01100636 9.57194505 9.29833848 10.03598619 9.53960900 9.24625012 11.18460965 9.10650536 11.39559872 9.58784520 10.29264292 7.94747272 6.26498673 2.89574855 9.97470410 9.11685648 8.97042949 10.10195322 9.59063308 0.98884826 13.75067313 6.25564802 11.07367064 9.47066172 6.30174493 10.29378383 4.27426166 6.93722903 10.19404456 9.98180058 11.32341483 3.15878941 11.35943793 11.48970409 11.12104060 8.39825331 10.94378554 3.38118645 10.91552882 1.57381076 3.84684429 NA NA 9.98604168 10.50061485 8.87608284 8.26265772 9.03027510 6.58877459 9.74875036 7.10780293 6.30781101 13.15753433 9.88216370 7.59248843 11.24625006 11.42035981 10.15125354 10.97612624 9.70996140 12.55491625 9.40671480 9.48471718 9.36498754 12.76488392 0.98884826 6.57382439 10.94777740 8.39740425 4.07632820 7.13642315 10.99132562 7.43180596 10.36986438 5.61821810 9.84528775 11.02297334 7.40249026 2.15878941 NA 7.28807059 5.09738746 9.28692480 10.32759856 9.12071921 11.29150117 2.31077635 11.45065624 10.16441183 8.88670774 9.55586753 -0.01115174 4.66128785 8.54345103 -1.01100636 4.48071751 -0.01115174 6.66128785 4.15878941 1.57381076 9.15376912 5.41512654 6.89575339 10.49512520 7.41973270 1.31080543 4.31079089 11.24330039 10.68800083 11.04786859 10.31191698 11.04244879 11.12617362 8.71337620 6.87760562 6.37204839 10.29321355 9.97185577 9.77513188 10.78287187 -1.01100636 NA 9.98180058 7.90772531 9.85691304 9.75041339 10.64930388 7.86537943 13.82466592 13.50874414 4.51242286 10.80544595 8.76774417 11.58993657 10.69449458 NA 0.98884826 NA 7.59619274 0.57385922 10.94305849 6.17868676 8.11039561 10.06032454 11.49838980 7.08689414 8.82175230 2.15878941 0.57385922 10.35080595 1.98884826 NA 10.41879196 8.67711249 6.44829309 10.07300627 8.19587660 11.46510215 9.20439532 7.47670247 11.28807024 8.52219192 7.23203616 10.19465542 2.81362730 7.50849838 8.07632500 11.36254304 0.01610900 0.01610900 -0.07214000 -0.02178400 0.27695000 -0.00526100 0.00000000 -0.01119800 -0.00069303 0.00041593 0.00041593 0.00041593 0.00332990 0.00332990 0.01610900 0.01195800 -0.07214000 -0.07214000 -0.07214000 -0.07214000 -0.07214000 -0.02178400 -0.01945200 0.00000000 -0.05347600 -0.05347600 -0.01119800 -0.01537900 -0.23508000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.235 0.000 0.260 0.260 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.216 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.235 0.000 0.260 0.260 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.216 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 1290 kidney stage iv t4 nx m0 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 1.456572e-06 6.936056e-08 -0.7639054 10.4315357 9.1018969 10.1598624 7.5693187 -1.7636605 9.1976133 7.4466888 -1.7636605 -0.4947188 4.8211285 8.5513130 10.0076530 6.8800194 11.7185934 10.9169626 6.6198678 11.4445503 11.5956386 2.8211183 9.4559371 10.1237650 8.1874481 7.8907993 5.6455547 9.3718729 12.6601395 4.7597258 -1.7636605 9.9165231 9.4781467 2.6955930 4.4840930 8.6592795 9.6624282 0.2362171 10.1827043 9.9279071 6.7118968 10.5953641 9.8490321 -0.7639054 9.1845307 3.5937123 9.9235392 10.9037187 8.8907996 3.0435195 8.4805273 2.2361558 9.5250296 8.2005044 NA 10.7978978 1.3438626 9.7252037 8.2445922 2.8800194 7.0595305 9.0902527 8.6122891 -0.1788613 5.9435229 9.0467352 1.6955930 10.0555444 9.9010553 11.6730052 5.4358352 13.0660919 13.5953297 10.9368200 14.1687013 10.6322331 9.1609018 10.5388025 1.2361558 16.0006983 NA 8.1355205 11.8184232 4.5580900 7.6791071 8.4900109 7.1279469 0.7470866 11.3648024 6.9580829 4.1669002 NA 3.0435195 9.4413459 2.0435195 7.6873750 7.9708732 10.2466917 6.1550267 7.1874481 13.0144974 7.4911925 8.7753222 10.6394419 6.5670799 11.0694232 7.9943868 10.5873789 8.2220056 11.5293478 NA 2.4061012 14.2884344 8.3222995 -0.7639054 11.5513131 7.2305172 9.9985456 3.4060876 9.1557717 7.6894341 10.8755042 7.4982580 4.4259896 9.5547063 9.0619174 -1.7636605 8.5893103 7.7159435 8.9112386 10.7167013 10.5493300 11.6668814 10.3450146 10.1099921 9.0386798 10.1172775 9.3747874 2.2361558 1.4061012 9.9809974 7.9691787 9.5799600 10.2671755 10.1149808 5.1065284 14.2093228 10.0427131 11.2409107 9.5388026 9.9244138 8.9182804 3.1903620 6.8618723 10.0216160 11.1905417 9.3479513 6.9085884 11.3562362 10.5832312 8.2599179 9.1210973 10.9489054 2.7597311 8.8344486 4.0941432 1.5580717 -0.7639054 -1.7636605 8.6476746 8.4541212 9.3814588 8.2900894 9.0733814 3.5580962 8.8609591 8.1385386 5.2134445 11.8585586 10.5893103 9.5815687 11.5045593 10.7469277 8.8890086 10.4504827 10.1138311 12.0687569 8.6759944 10.0968626 9.7893127 6.8872157 2.8800194 7.7419752 10.9920943 13.4047683 2.6284703 9.1834716 11.5594998 9.1990596 11.4290728 6.8582148 10.1449315 10.4303048 6.1003491 0.2362171 -0.7639054 9.1527896 7.4959070 10.3560773 9.5405148 8.9112386 10.8849705 8.3420720 10.6053601 8.8342160 7.7597258 10.0843952 0.8211387 4.8655180 9.8121754 -0.1788613 7.8836220 3.1430505 2.9910456 2.9910456 -0.7639054 11.0043479 6.6024851 6.4504822 9.5612834 5.4959062 NA 2.9366097 10.3654466 10.3082961 11.7388710 11.0579375 10.7332669 11.1715128 9.4259881 9.9287006 5.8804529 10.1298443 11.0421089 9.9178412 11.2306938 0.5580717 -0.1788613 10.0991883 11.0169083 8.9985456 11.0248819 8.7409825 8.2048303 13.0738407 14.7011240 2.0435195 10.6728751 8.0957604 11.0099209 9.1011235 NA 0.8211387 NA 7.7557996 -1.7636605 10.8959789 9.1896326 8.9985456 9.1453065 11.6114746 8.8211260 9.1886353 2.9366097 NA 10.7116437 2.8800194 3.1430505 9.2599179 9.4935515 7.7179629 5.7830585 7.4382870 11.1657918 9.9615299 10.2227167 11.6403737 10.1657919 10.2671755 11.0362545 4.2897091 8.2819231 8.6666160 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 3392 kidney stage i t1b nx m0 female 2004 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 2 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 10.0765571 9.3356369 10.1371946 6.7058867 4.2436691 10.3619455 5.8291417 -1.3107903 1.8477564 4.6432732 8.0155076 11.6710022 7.9905743 12.1545171 11.5217705 7.5747744 10.6414555 12.3071196 3.6432790 10.8711622 10.5713392 8.5329995 9.0813956 7.5778216 8.9452870 10.3270616 5.0813950 -0.3109693 10.4687976 9.9546933 3.8590054 4.5470611 8.2047780 9.5762990 NA 10.5736304 10.4834942 5.0110080 10.3561898 10.3548583 NA 9.8899769 3.4439646 10.4058977 10.7362022 10.6541410 -1.3107903 8.3508566 2.1485112 10.5072610 7.4769811 NA 10.4708027 0.2740529 8.8952257 7.7058867 2.0109946 5.1648104 10.4439658 9.0233516 -0.3109693 6.7923660 9.2379002 2.0109946 9.4186991 9.7538209 10.8970077 7.7871105 11.4062727 13.1217506 12.3868060 13.4743264 10.9238957 8.5377010 11.1333167 3.8590054 15.6105938 NA 8.8912020 9.4907867 5.2282376 7.4101774 8.1668364 7.4704376 2.6718368 11.0208350 7.8674443 6.6890783 0.2740529 4.6432732 9.6925961 6.0019621 8.8875234 8.1132447 10.2359727 6.2047785 7.3790759 13.5023083 7.1153433 8.4980426 11.9634564 7.3755790 10.3949655 9.5793425 10.5028594 7.8689873 11.3159281 NA 4.1485112 15.4823895 8.8426304 1.4964112 10.7262820 8.5671290 9.7544944 2.3895117 6.8489496 8.1174384 11.5294628 6.6548623 4.3329370 9.1627841 9.0995295 NA 8.2165553 9.5423879 9.4161479 9.7100582 10.4313877 11.1716770 9.7591993 11.1856824 10.1064034 10.1304663 8.8487731 -1.3107903 3.6432790 9.5563570 8.5060620 8.9021824 10.5156267 10.5586721 6.1566838 13.4678741 9.0322640 12.5789624 9.6293918 9.3843065 9.3202554 4.6663589 6.3895186 11.3705363 10.7725576 9.8985316 7.0856828 11.4459035 10.7027499 7.5563574 9.9523474 10.4506295 2.0109946 8.9368635 3.7334737 1.8590154 NA NA 9.4794268 9.8652514 10.3070048 7.8311856 10.6254622 5.4439646 9.8807544 5.9464665 6.7818357 12.2134975 9.8640039 9.4118857 11.0635744 11.1369364 8.9663656 10.0835410 9.7327892 11.2241106 9.1819329 9.3455030 9.0586756 9.2077313 4.2436691 9.0641176 10.8902833 11.1511306 2.0109946 8.4042339 11.7401172 8.7871105 11.3172959 7.9721665 10.2136199 11.1741528 7.9488216 -0.3109693 NA 9.8546135 7.7114460 10.8106118 9.6940009 8.0706212 11.6004702 8.2224080 10.6731371 9.0488280 7.0510218 10.7117928 4.1485112 4.9744788 10.7877684 2.2740529 5.1809315 4.7114453 2.2740529 4.8789019 -1.3107903 10.0482787 7.7497742 7.9226980 11.0832596 5.6456008 -1.3107903 4.8985325 11.1602454 10.6183367 11.5701922 11.1013834 10.9908602 11.0143837 7.2777932 9.0864001 6.4298703 11.3639326 13.2525725 10.0416735 11.8720933 0.2740529 0.6891202 9.9991230 8.5172147 8.9488216 10.8748829 9.6469059 7.7058867 13.9992295 14.3131026 1.6890755 11.9689790 7.5238967 12.0982040 10.3707559 -1.3107903 1.4964112 -0.3109693 7.0856828 NA 10.5899677 8.5914535 9.4297024 8.7871105 12.7004803 9.2388630 8.8669213 4.3037881 0.6891202 10.8960926 0.6891202 2.0109946 9.5322141 9.6663582 8.4439659 5.2740417 8.2165553 11.3322580 9.8495801 9.3437143 10.3179794 9.4940159 9.9470554 11.2691013 5.5443215 7.7086687 8.9142856 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 female 2002 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 1 1 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 1.491252e-06 4.161634e-07 NA 10.6464330 9.6154060 10.4730381 7.7037015 5.8518939 9.3760524 8.0677640 0.1376347 0.4595365 4.8100729 8.3397716 9.8866792 6.4685654 11.6143940 10.7692796 9.2746388 10.9279963 12.0388918 1.9450083 10.0816278 10.7913886 7.9385475 8.7338376 6.9956292 9.1404627 13.1019887 3.9449990 NA 10.1369432 9.9369294 3.7226081 4.0918437 8.3471013 9.2873950 -0.8622342 10.9349040 10.2591814 5.0683871 10.1929303 10.4160972 0.1376347 9.1806750 7.0624607 10.2111199 10.4391440 9.0415297 -0.8622342 7.9320635 0.1376347 9.8197646 8.2091102 3.3075742 10.8840488 1.5891882 8.9107869 8.1005436 0.7226409 6.9320635 9.7235492 8.5321104 2.1376347 5.8925343 9.0609753 3.7815066 9.4448486 9.5857640 9.5847310 6.3855760 11.5012679 13.5864094 11.0702317 13.2853297 10.5639126 8.3422192 10.3360929 2.1376347 15.9030375 NA 8.6274956 10.1404629 4.6295023 7.4685646 7.6998903 7.2304048 1.8358837 11.2720741 7.9192042 1.4595890 2.1376347 5.7670032 9.6224707 3.1376511 8.2513901 8.1432725 10.1502723 7.4907947 7.3175573 12.5506145 7.8518933 8.9107869 10.2376530 7.0918437 10.2186985 9.0683852 10.8158078 7.4368556 11.3028688 NA 4.8925367 15.1101340 10.3938564 1.1376347 11.8221773 7.8241486 9.7904928 2.1376347 7.8136049 8.0049266 11.4559081 7.1206412 4.8380895 9.0324657 9.3237621 1.9450083 8.4685646 8.6960686 9.7587839 10.0830917 10.8991990 11.4602999 9.7197897 10.3891302 9.5940022 10.0932977 8.7647804 5.2037376 2.8380845 9.8232726 8.3125735 9.4020905 10.6359984 10.4442791 4.4595759 13.0336017 8.4459869 12.6268686 10.3237621 10.2739981 9.0415297 5.1376470 6.6454423 9.7869039 11.4550604 9.9393562 7.1149281 11.2963111 10.7155487 8.2949947 11.5975916 10.4259372 3.9449990 8.4363059 3.5299708 2.9450083 -0.8622342 NA 9.0385146 10.1298780 10.4880345 7.3950354 9.9298198 7.8029835 9.0639437 7.2565890 6.5555002 11.6760793 10.0932977 9.5909184 11.5064270 10.2688617 8.5061544 10.0056986 10.2191312 11.4802781 9.1874963 11.0698626 9.2643523 10.1206413 5.2873947 9.6264921 11.5183794 11.2527565 2.1376347 8.1253096 11.2720741 9.2987797 11.6011722 7.2873947 10.3243811 10.6951115 6.6845425 -0.8622342 NA 9.4242056 7.6335031 10.8621616 9.6592483 8.8380876 10.7936257 7.2720745 10.5230356 8.7244876 7.7150765 10.9936842 2.8380845 3.7815066 10.1820420 8.3348645 7.5083352 5.0918437 2.8380845 7.1702446 2.5970782 10.9300314 6.5639132 6.8518939 9.3772463 5.8408585 0.7226409 4.1376511 10.8987834 10.4224719 11.3531808 10.9886160 10.4126083 11.4968483 9.5039700 10.0497512 6.1418129 10.7864547 11.4029698 10.0639437 12.4769411 2.7226190 0.7226409 10.2330449 8.9401641 8.6941538 10.8954545 9.2630612 8.4573197 14.2033584 15.3003735 1.7225972 11.8374371 8.5135559 12.0922076 9.7806021 1.1376347 0.7226409 -0.8622342 7.8824817 3.5970782 11.0486839 8.9657843 9.1956394 9.0049266 12.4305445 8.9239175 9.1359280 3.5299708 1.4595890 11.2137953 2.3075742 3.5970782 9.1996939 10.0164651 7.9157246 6.3950354 7.9058322 11.3234524 10.1990189 10.0720758 10.8056463 9.5878281 9.3212832 10.7697342 5.4595759 7.6572841 8.9705379 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 3944 kidney stage iii t3b n0 m0 female 2004 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 2 4 4 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 6 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 1.28317e-06 6.589254e-07 NA 10.91746853 9.67310639 10.29091610 7.89456315 4.71963798 10.13167796 8.99139231 NA 0.08705543 4.33434659 8.37784908 9.06504286 7.45434701 11.96993594 9.63700953 8.93274182 10.27805818 11.78421187 2.52699525 10.18060527 10.16775382 8.98290661 8.81107280 5.47452365 9.16154409 11.32696781 6.04156498 NA 10.38186076 10.01999012 3.96756520 5.48782074 8.37248247 9.72456024 NA 11.23336509 8.50590720 11.06448822 10.41790809 11.89985747 -1.28033465 9.82685463 4.27422438 10.55134057 10.01195918 6.71963798 NA 7.71399062 3.36349351 11.01569332 7.15842893 -1.28033465 10.18289114 1.52697021 8.59308145 7.44073631 1.71962155 6.43388250 9.73296022 8.56826055 3.42007812 6.54618605 9.63850072 7.65627540 9.18826145 10.82652759 9.38763611 2.62653259 10.86860336 12.57440852 10.47034448 13.67096777 10.58614369 8.95085855 10.79645313 1.04159345 16.15719454 -1.28033465 7.58691633 9.98525250 4.24319684 7.38141576 8.31396230 4.17907308 2.20507967 11.59461885 9.33287439 12.66690916 NA 1.88955142 10.15686945 1.71962155 8.06615110 8.65332806 10.68902400 5.27422811 6.59615397 13.97411257 7.51080056 8.73365803 9.48035743 7.35988219 10.69134991 6.52699212 11.07443787 9.00272586 11.74564214 -1.28033465 2.17906512 13.70903201 10.63028023 NA 12.48409447 8.13326554 9.33802299 6.26653170 7.53662101 7.94363890 11.10953771 7.34534669 5.14590159 7.97938061 8.90698948 -1.28033465 8.62953075 8.66800457 9.50590720 9.87508828 9.99459797 11.67846748 8.44244510 10.92756695 9.74061747 10.35126933 7.96998334 3.11194940 -0.28033465 10.13061882 9.34717133 8.97702543 10.15165730 9.49277673 4.00504062 13.64031602 10.60304451 13.53472055 9.81239458 8.89456315 9.96042888 4.52699525 7.32326377 10.19992283 10.20647254 10.40613803 7.35626180 11.29056765 11.16232190 8.03025054 7.28187997 10.83044707 1.71962155 9.66628064 5.11195357 1.30462785 0.71966535 -0.28033465 8.92176121 11.38119294 8.65627540 8.39029365 9.97458939 2.42007812 9.31862053 9.99051685 6.29434505 11.73766378 10.35217842 8.42699682 10.20496368 11.95729565 8.66946407 10.85374292 9.27901458 12.09059730 9.10442132 9.83207700 9.02113378 11.75064942 1.04159345 7.46447142 10.59500287 6.46521048 1.04159345 7.91350759 11.15087391 8.01884556 10.85310086 8.97348500 9.76266474 11.27230663 8.08814372 -1.28033465 NA 8.57294725 6.69118099 10.19486431 10.82587330 8.74200520 10.94695261 5.96756520 11.07753583 9.29233774 7.39559497 9.91316288 -1.28033465 4.90946111 8.12051680 2.30459865 4.67383340 5.34899366 6.95239414 4.69691747 0.71966535 10.02341824 5.02341949 6.15426522 8.98173223 5.53265047 NA 2.04155841 11.51628557 10.59000228 11.34488973 10.99080868 11.04522405 11.86556966 9.09032497 9.20546680 6.80056215 10.25588472 10.65848196 9.98466639 11.57917227 -0.28033465 -0.28033465 10.16465230 8.40613824 9.55805368 9.86110614 10.32789234 8.53341851 13.34927873 13.14884808 4.07719172 9.72174928 7.41896743 13.41687660 10.33664569 0.30462785 -1.28033465 1.52697021 7.59308182 4.11195775 10.52458324 7.17084843 8.19739561 9.37606243 10.45941809 8.52215386 9.25910650 1.30462785 NA 10.65921673 0.71966535 3.36349351 10.32280021 9.41747386 6.96756520 3.11194940 8.42872112 11.49997222 9.17701832 8.47619372 11.12610830 9.77016634 6.62050430 10.10496063 4.55959582 7.37784908 8.73783782 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 4074 kidney stage i t1b nx m0 female 2003 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 2 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 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 9.363676e-07 2.42762e-07 NA 9.8213355 9.6642455 10.0904302 7.6343261 0.2164859 9.9082170 7.1554649 NA -1.0582927 4.5141538 8.4580596 10.4324109 8.0195285 11.6632122 11.2751418 8.9646663 11.0414323 12.2574481 3.4388650 10.3332506 9.9735857 7.0409023 7.4388659 7.3830554 9.2332817 10.4734684 5.7189726 NA 9.9335787 9.5710903 2.2164859 4.8217306 8.3267391 9.5563235 0.2164859 9.9421237 10.1293629 1.2164859 10.4960841 9.7446019 NA 9.3101110 4.9169113 10.8618317 11.1872984 10.3052617 NA 8.3474730 1.9534515 9.6187749 8.0744546 -1.3684766 10.4901992 2.5277710 9.1333483 7.9145992 -0.3684766 6.9489232 10.1263666 8.1393058 -1.3684766 5.8409642 9.0453821 1.2164859 9.5346396 9.9989258 9.6731702 6.4259275 10.7068732 13.0060072 11.4496937 14.1762944 11.0366524 8.7123286 10.7611160 1.2164859 15.6683393 -1.3684766 8.6731702 10.0619635 4.7189753 7.5141538 8.1822578 7.0065505 1.5170741 11.1796104 7.2761244 1.8014484 0.2164859 6.4580588 9.8752800 5.9624287 8.2295634 8.0556772 10.3223820 6.6867932 7.2968465 13.4959390 7.6087908 8.8360822 9.6928822 6.4580588 10.4329324 6.9076358 11.0243650 8.1667862 11.8752800 NA 2.4388783 14.3780778 9.8941931 NA 12.8080738 7.8651307 9.7049831 2.4388783 8.6704300 7.9824500 11.4730754 7.5141538 4.0577795 9.1956606 8.7582156 -1.3684766 8.2351373 8.5202541 9.3543186 10.8324096 9.5936841 11.5515140 9.8244202 10.5581776 9.8871298 10.2798686 8.9365923 0.2164859 3.5384016 10.0393099 9.0723802 9.1324026 10.0286508 9.8900770 6.0744541 13.8148750 8.4275504 12.2728854 9.7894895 9.4145091 9.2023154 4.0909466 6.8888991 10.2708517 10.9568164 9.1658140 6.5202541 11.8944207 10.8809208 8.0387786 8.3423174 10.9258446 1.6315234 9.1757993 0.9534515 -0.3684766 0.2164859 -1.3684766 8.9352918 10.3444678 9.6329192 8.2572200 10.5203760 8.2145935 9.4452922 5.5857077 5.1367656 12.3646323 10.3657973 9.1521297 11.2640518 10.7265783 9.0024708 10.2416131 9.9064714 11.7973601 9.0130541 10.8241120 9.4925979 9.8008096 1.9534515 8.2202255 11.3034943 11.9930107 4.3319488 8.7727114 11.6550921 9.3302157 11.5034162 8.8699158 10.5030312 11.1810550 7.5972950 -1.3684766 -1.3684766 9.0313230 7.5202541 10.5933224 9.5064923 8.6073588 10.8997606 8.2145935 10.5625366 9.1243656 7.1393058 10.2572199 3.8014381 3.8409667 10.4267390 2.4388783 9.3457565 6.7242683 4.9331005 4.4388650 2.5384140 10.7196367 7.4259267 6.5018754 9.5959819 5.9309927 NA 3.6759062 10.7400355 10.6462289 11.4234878 11.1949456 10.8657297 10.8452228 8.6301015 9.1774407 6.7276986 10.9090890 12.1832193 10.0811756 11.5809730 NA 0.2164859 9.4925979 9.3972115 9.2852517 10.7202992 9.6350290 7.5740258 13.5564626 14.8782516 1.6315234 11.0937576 7.3245100 12.1775614 10.1817768 -0.3684766 1.2164859 NA 7.6201956 NA 11.0562101 8.2932712 9.3797039 9.5458962 11.8412689 8.5187314 9.0090577 2.5384140 -1.3684766 11.1604534 1.9534515 1.8014484 9.3922309 9.7341429 7.6173529 5.2462218 8.0535757 11.5954908 9.6173529 9.2070502 10.9140203 9.3318640 8.5666759 10.8348590 5.2779624 7.5886127 9.4388659 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 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 3 2 2 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 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 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 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 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 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 1.456572e-06 3.468028e-07 NA 10.5073989 9.7109323 9.6170235 7.8875027 9.5813995 10.3962295 8.4559165 NA -0.4064072 4.3443598 8.6806436 10.0232371 7.3288194 11.8717256 10.2965608 8.3183652 10.3051832 11.7036706 2.0224388 9.5302268 10.2811665 8.1517153 7.9497870 6.3949857 9.0715029 13.0353560 6.5188577 NA 10.1605212 9.7059282 2.6745058 3.7386382 8.8571291 9.4220917 NA 10.7268299 9.0495483 5.7228731 10.5830380 10.4214813 -0.7848806 9.2972263 6.5188577 11.0499433 10.5079741 10.1435957 -0.7848806 8.4981655 3.0224388 10.1663620 7.8768552 NA 10.4558686 -0.7848806 9.5482326 7.7503526 0.7999991 6.2263043 9.3482196 8.2972263 2.6745058 6.3340176 9.1649039 1.8000405 9.8706081 10.0127388 10.4671514 6.2374452 12.5026281 12.3340184 10.7610070 13.9134564 10.5160017 9.1174525 10.7896708 2.2150884 16.1667718 NA 8.2594716 8.4630048 4.0730576 7.9997120 8.6724582 6.8297874 2.3042482 11.1616181 8.4205527 11.2587881 -0.7848806 1.5369978 9.6517888 3.5370102 7.9666214 8.7638992 10.3768391 6.7464592 6.2374452 13.9567023 7.5901169 8.7906166 10.1354302 8.8892697 10.8126737 9.1721795 10.5944557 8.5682241 11.7571418 NA 7.9632701 14.5398204 9.2932282 0.7999991 11.5936431 7.1692736 9.4759968 1.5369978 7.6580208 7.6497053 10.6714317 7.4098339 3.4630077 9.6297626 9.6897973 -0.7848806 8.5704284 8.2037620 8.9964371 10.1634445 10.6938469 11.5678491 9.3288194 10.2872099 9.8544181 9.9707995 8.6852888 0.2151194 0.7999991 10.1174525 8.2649258 8.8876971 10.1880570 9.7773198 3.6745058 14.0611553 8.8892697 11.6273825 10.0432138 8.6948576 9.8084684 4.1692756 6.6662879 9.7991003 10.6978853 9.8688181 6.3236025 11.1839421 11.1129227 7.8553220 7.5459938 11.0977203 3.2150728 9.0181267 5.5188593 3.5370102 -0.7848806 NA 8.9699649 10.2992213 9.2164854 8.0574275 10.0319570 5.4438950 8.7307772 6.2918927 6.5004802 11.6465749 9.9336101 8.5901166 10.8544180 12.0856347 9.3275167 10.7352048 9.5966203 11.9760051 9.0192082 10.5296605 10.3711603 8.9480927 1.2150573 8.1663620 11.1539218 6.7885735 4.3850030 8.8737351 11.4144429 8.3025402 10.7976897 8.1952167 9.8288667 10.8670259 7.9666214 1.2150573 NA 8.6621606 6.8444334 9.8839623 10.0769397 8.3546285 11.2935617 7.0977203 10.6819848 8.9276044 8.1952167 10.1083789 0.7999991 5.1458160 8.7792269 0.2151194 7.6745087 1.8000405 2.5369978 4.6073954 2.0224388 10.5137127 5.2374452 7.0224322 10.8398728 5.9429977 NA 3.9155209 10.7464587 10.5933722 11.5445934 10.9628507 10.5543706 10.3333695 8.2065993 8.4049018 6.2165422 10.5504676 12.1616181 9.8901522 10.9703822 -0.7848806 -0.7848806 9.5987817 8.5073990 9.4736433 10.2108445 9.1980708 7.6287051 13.8405578 13.7435925 3.2150728 10.6271178 6.8565513 11.7908529 9.9590701 NA 0.2151194 NA 7.5987813 -0.7848806 10.8224076 7.7581093 8.7109324 8.9514791 11.5403827 8.0352560 8.9365355 5.2594721 NA 11.1242203 3.3025384 2.6745058 9.3787271 8.6413419 7.4196484 5.0479658 7.9531698 11.1268438 9.5392579 9.2388318 11.0542811 9.6215587 8.6116822 10.4912017 3.9155209 7.3999529 8.7009064 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 0.534 0.000 0.000 -0.585 -0.585 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.164 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.594 0.000 0.000 0.000 0.550 0.550 0.000 0.000 0.534 0.534 0.000 0.000 -0.585 -0.585 0.000 0.000 10.957387 11.485373 8.746459 10.106861 9.928464 11.799805 3.858936 1.800040 7.264871 4.215081 12.670019 9.364723 8.600940 9.220884 8.057522 8.488873 11.021224 7.472465 10.423921 9.756174 8.525690 8.304077 10.181193 7.844434 7.091594 11.529094 12.111599 10.282512 10.092361 NA 8.609540 7.054281 10.036054 11.036054 11.549071 8.979949 9.382495 6.615956 9.648663 5.706931 8.436664 9.759076 7.344361 5.915516 8.769666 8.984915 12.665129 9.083900 12.137104 6.103456 11.989247 10.718406 15.521887 11.378098 13.850909 10.636090 NA 10.732255 9.231885 10.647619 8.744508 8.590117 9.646575 10.007054 10.085442 11.221400 5.237445 4.572629 14.288328 10.984089 9.066826 7.527960 10.215782 NA 11.268324 NA 12.675917 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 2150 kidney stage i t1b n0 m0 female 2007 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 1 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 1.595293e-06 3.814831e-07 NA 10.0076611 9.2601064 10.1984872 6.4527519 4.7141081 9.9721548 6.0618410 1.6097550 1.9704119 4.1947332 7.9795881 10.3636579 8.0072331 11.7399570 10.4583955 10.8579373 10.4939370 12.2889887 2.8728091 10.2259538 10.2096853 7.5639688 9.1497067 5.2765302 9.0814478 11.1557023 5.8347390 -0.7121731 10.1543507 9.8886866 1.2878269 4.1947332 8.7307880 9.6645125 -0.7121731 10.3542701 9.5064078 5.6365724 10.5668746 9.2793664 -1.7121731 8.4439273 4.4972994 10.7534109 10.7536660 9.5598910 NA 7.9986508 2.4577781 10.0935883 7.4197015 -1.7121731 11.0129466 0.3955016 9.5118461 7.9865492 NA 5.3102129 9.4337765 8.5130521 NA 5.7876910 8.6508841 3.3322353 9.7691393 10.1754459 9.0951995 5.8803010 10.8461959 14.9238743 11.3689950 14.4224312 10.5351786 8.5790153 10.5226619 1.0951818 16.4786626 NA 8.2779485 10.1395936 4.2878416 7.2962729 8.6769380 6.1016249 0.6910874 11.3122916 6.1124854 5.1458242 NA 3.8114094 9.9094385 4.5166645 8.0576826 8.4145491 10.6007274 5.4171268 6.7635776 13.3012544 7.5709327 8.9108115 10.2575907 7.4899683 10.1738039 8.2622588 10.4283547 8.3713236 11.9765319 NA 3.3753036 14.6643260 9.7746795 0.2878269 12.4612874 8.2274239 9.7493239 2.1947490 7.8133650 7.8153212 11.4518086 6.6276944 3.6801668 8.9388962 9.3157505 NA 9.0781930 8.3659952 9.3417703 10.7465074 10.6500623 11.4917858 10.0038064 10.5604742 9.9190215 10.4232332 8.3537454 -1.7121731 1.6097550 10.3383734 8.8905434 8.7099092 10.3444822 9.9057710 5.3322389 14.3859588 6.8728066 13.4188976 9.4344131 8.8123862 9.6956433 2.7472800 7.0055213 10.4618338 10.7354443 9.7369931 5.3963685 12.0741437 11.1798180 7.2850239 10.9553996 10.9815492 1.8727894 9.1815404 3.7797010 1.4577519 -0.7121731 NA 8.6683057 10.2167329 9.3274489 8.1175673 9.8213299 4.2185797 9.4145489 5.6187614 5.1704859 12.2005467 10.6442964 8.8433922 11.5610573 10.9854636 9.4764333 10.5440531 9.9167456 11.8590045 9.3046527 10.7266363 9.2391292 10.7864444 4.0951987 8.7736736 11.0446093 12.3038440 3.9882848 9.0902720 11.4172885 9.1939834 10.9341782 8.6108993 10.4248356 11.1528044 6.7876897 NA -0.7121731 8.7696438 7.1765881 10.7006789 9.5190657 9.2362118 10.9458328 8.5021635 10.8226556 9.1826623 7.7411150 10.1100170 0.6097550 4.9317020 9.3898202 6.6758611 7.4401292 5.1458242 2.3753175 5.0014014 -0.1272106 10.4819857 6.7956397 7.0919759 9.8011527 5.3985624 -0.7121731 3.0427319 10.8840343 10.7734223 11.6108992 11.2207973 10.4875168 10.9219749 8.5190657 8.7522983 6.0311989 10.6527998 12.1942654 10.1124055 11.3659953 1.7472585 NA 10.0008013 8.7656027 8.7235149 10.5984572 9.8614916 7.8114062 13.9049962 15.3511447 1.4577519 11.2988969 7.6876353 12.8001528 10.2310919 -1.7121731 -0.7121731 NA 7.2478468 1.6097550 10.8274977 8.1096186 9.2347509 9.5680353 11.7626911 8.1064268 8.9935286 1.8727894 -1.7121731 11.1288190 1.7472585 1.4577519 9.6387836 9.6628839 7.3806013 4.9317020 7.9208399 11.3202346 9.6063873 8.8279724 10.8870600 8.9638015 8.2391292 11.2087555 4.9863427 7.5094314 8.7615502 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 2609 kidney stage iii t3a n0 m0 male 2007 NA no NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 1 3 1 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 1.421892e-06 4.508437e-07 -1.48883561 10.76924255 10.00932156 9.98162978 7.21832977 4.15482621 9.73678091 8.59616441 -0.48903808 -1.12154930 3.21141721 8.20271450 9.61687943 5.40578819 11.94129279 9.66642162 10.25748532 9.75295410 11.84677998 1.31834577 9.27667136 10.07702504 7.23889097 7.74937537 7.41485264 9.22005468 12.11911024 5.67084317 -0.48903808 9.84132768 9.73798515 2.75890009 3.79636933 9.27002686 9.38748791 NA 10.29437848 8.73134924 6.36895164 11.06003360 10.06843462 -0.48903808 9.42610328 4.93723609 11.31267930 10.39170232 9.52638597 2.75890009 8.34702114 2.41786601 10.23420526 7.11830158 -1.48883561 10.95570112 0.47071906 9.88546714 7.91185034 1.31834577 5.22521708 9.22005468 7.78243412 -1.48883561 5.49965458 9.84378510 3.26585692 9.86356621 9.81760231 8.65690318 5.90328898 10.50395530 13.32630419 10.97883120 13.83553827 10.71248229 9.51167518 10.82158371 1.68090942 16.84638746 NA 8.65944760 10.48968141 3.26585692 7.15482722 8.35174890 6.55536524 0.51096192 11.30579290 8.01545241 5.92882272 NA 7.56353874 9.71064322 2.83289001 7.67838887 9.02074581 10.59611138 6.20445768 6.29887272 13.59378528 7.50249291 8.66958064 9.81930989 7.66831772 10.70325447 8.22693282 11.30233733 9.45495088 12.53099593 NA 2.68088692 14.67850669 8.90543364 -1.48883561 12.63541540 7.03453268 9.63185676 2.41786601 8.70203031 7.59577963 10.49503334 7.34386081 4.03453268 8.64025398 8.90757571 NA 9.07130387 8.48107689 9.53056162 10.40957232 9.53056162 12.15585467 9.41710988 10.63476904 9.51799824 10.48860860 8.08650992 1.31834577 0.51096192 10.69088000 8.27418337 9.15943644 9.53264502 9.49111052 3.90328898 14.56209489 6.45933817 13.61376683 9.67273277 7.95391414 9.94924295 3.59843667 6.47097280 10.60537858 10.21227738 10.15617904 5.05013162 11.60259476 11.24610383 9.66831790 8.95287750 11.18472165 1.97041195 9.83443676 5.22521708 0.09599191 -1.48883561 NA 8.93828373 10.24398628 8.50107484 8.13850476 9.83797903 4.26585692 10.03011574 8.22521660 5.82784188 12.27065111 11.08035187 8.38287602 11.48413017 11.28555215 9.44466168 10.61294662 9.75711778 12.33742012 9.39055420 10.08556448 9.12199578 11.51747236 1.09592442 7.34702158 10.94898302 8.09540757 1.97041195 9.80789857 11.70094990 8.30538691 10.71431894 9.40123516 10.35410687 10.94168479 7.00682648 0.51096192 -1.48883561 7.97040274 6.29887272 10.01280818 9.82781807 8.87072042 10.77629295 5.52219702 10.81507407 9.40881629 8.06939176 9.38441510 1.31834577 5.36895339 9.27584259 6.10342840 7.87510548 3.31833130 2.31831684 3.79636933 2.31831684 10.79376976 5.27915553 6.95805385 10.26236856 6.41183805 -1.48883561 2.68088692 11.01653441 10.90677277 11.25117330 10.58310355 10.50355526 10.99805725 8.57166695 7.46807333 6.45764354 10.44059918 11.68355470 9.83796216 10.77277206 -0.48903808 NA 9.53749429 8.44466168 9.23207022 10.30335450 9.60900305 7.80098982 13.67166963 14.13010192 3.59843667 11.09099391 7.62871820 12.39237174 10.49930059 NA 0.51096192 2.59843667 6.91185094 NA 11.49164965 6.87291492 8.69460618 9.47169696 11.16247114 7.84412637 9.54860019 1.09592442 -1.48883561 10.88546706 1.97041195 0.09599191 10.63509221 9.19747154 6.79174115 4.95391240 8.12383947 11.32314823 9.07034800 7.71309503 11.87551600 9.49253821 7.81246742 9.77306583 3.72509763 6.64025361 8.08650992 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 2630 kidney stage i t1a n0 m0 male 2007 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 2 4 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 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 1.456572e-06 5.548845e-07 NA 11.0490478 10.1921945 10.2344986 8.8311429 5.7542649 9.6758761 9.5131172 0.3534362 1.5503097 3.8452391 8.8740032 8.5283103 6.1215687 12.3620758 10.0319847 10.8774364 10.2432687 11.5506013 2.0538412 9.5382599 10.7555972 8.8964163 8.8915735 5.8209907 9.2090317 13.4420486 5.6753135 2.1607266 10.1494241 9.7103866 4.0813055 5.2723666 8.6651330 9.3812905 3.3533798 11.6843014 9.1453613 10.0147174 10.4842768 12.1799330 -0.6465638 9.1281717 8.2375551 10.4338690 10.3871516 7.7670125 -1.6465638 8.4749182 2.6013162 10.5567326 7.4800890 NA 10.9109967 2.9485261 9.7437792 8.2206632 2.8128062 6.8291176 9.9141950 8.4167798 3.4826676 6.8730208 10.4371962 6.5082020 9.4826676 9.5376401 9.7180663 5.8452366 10.5908276 13.0282389 10.6491535 13.4082856 11.1486125 9.2595237 9.0572881 3.1082735 16.0883058 -0.6465638 8.4275261 10.9357618 4.5031324 7.6525926 7.6571655 6.0044362 2.2602666 11.2027897 8.2667828 5.5725532 0.9383234 0.3534362 9.4993167 3.0538238 9.3242094 8.6001251 10.8983490 5.7284239 6.8847664 13.6145980 7.7392466 8.5858053 8.7786005 8.5182916 10.2081322 7.4671270 11.5559676 8.9279782 11.3385149 -1.6465638 7.2451686 14.4533076 10.3108494 2.4408459 11.6866797 7.7284239 10.1082721 6.2542520 8.0293413 7.8944813 11.3142915 8.2082529 5.6480052 9.2283659 9.1949489 6.8169094 8.2767121 8.5018611 9.6820595 9.5658810 10.8532305 11.8758006 9.1265238 10.6727744 9.3313799 10.2287499 8.5201378 3.8452391 1.9383611 10.4500997 9.0702041 9.2098101 10.2066941 10.4103609 3.6753079 13.5869293 10.2841218 12.3922178 9.4154306 9.4677775 9.6341552 5.7370891 7.7021124 9.8611792 10.9983674 11.1514512 7.5506014 11.7507905 11.1882506 8.3406486 9.6042750 11.3976079 2.6013162 9.6062214 4.8452391 7.0813055 -1.6465638 NA 9.6910065 10.6300905 9.8457384 7.5182912 9.7707625 4.3977756 8.3604117 6.0398841 5.1988752 12.1669654 9.9790935 8.8107654 11.6154794 11.2295177 9.1286161 10.3544408 10.0003932 12.0597726 9.3191688 9.7229818 8.6583061 9.4910161 0.9383234 8.1862747 10.8574587 5.7940883 0.6752740 7.8754557 11.1009482 8.2870751 11.2088370 8.9374074 10.4018715 10.7971052 8.8169091 1.3533798 NA 8.0555574 7.0982185 10.1326935 10.7900961 9.1663640 10.7926960 4.6753135 10.8042736 9.2565132 8.4967679 10.7523954 3.9079770 3.6013162 9.0390095 3.9383517 5.3306660 3.9680908 3.0538238 3.4408459 -0.6465638 10.5661849 4.9827426 5.7370891 9.7100401 5.4929363 -0.6465638 2.5233110 11.3881835 10.6563090 11.2944322 10.9187247 10.6719274 11.1099409 8.6696660 9.3950232 7.7277503 10.5236226 10.9416307 9.8959328 11.6229496 2.1607266 -1.6465638 10.3837069 8.2677699 9.3519750 10.5151463 9.8978660 8.5444437 13.0849157 13.4227504 3.0538238 11.2346897 7.5990559 14.3089210 10.3360217 -1.6465638 1.3533798 3.7109331 8.0520892 1.9383611 10.1015775 8.0133802 8.4474622 8.9467756 11.5714937 9.0160530 9.2764594 1.1607266 -1.6465638 11.0927433 3.1082735 2.9972382 9.9031692 9.5707365 7.4954913 5.8925440 8.0778983 11.7065314 9.7142316 9.0607438 11.3220513 9.1826079 6.6843012 10.0324247 4.7639639 6.9717700 8.9383470 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 3631 kidney stage i t1b n0 m0 male 2005 NA no NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 1 3 2 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.768694e-06 3.468028e-07 NA 10.2099229 9.4702568 10.2596416 7.8196273 4.8196273 9.9848300 9.3372365 NA NA 3.3171304 7.9989514 9.1115429 6.0897164 11.8169730 10.1500171 10.5330645 10.2635461 11.6450539 2.3171304 9.7628318 10.0106141 8.3615214 8.7151582 6.4326037 8.5650545 11.9657843 4.7321661 NA 9.9753386 9.9244574 0.7321389 4.0540931 8.8406892 9.3939428 0.7321389 11.2991700 9.4970363 7.4736319 10.1626172 11.6754120 NA 8.3020201 6.4600856 10.3885895 11.1833757 7.3760212 NA 7.7208496 0.7321389 9.9195166 7.7433918 NA 10.5006963 NA 8.4600852 6.9800916 NA 5.2557273 9.3505501 7.6025296 0.7321389 7.3468745 9.0897166 3.0540844 8.6390552 9.7489729 10.2359904 4.1915942 11.8190041 13.2297670 10.8406890 14.1589535 11.2742292 9.0267854 10.3633416 2.3171304 16.0637114 NA 7.7765587 9.9633858 3.5395187 7.5776547 7.5776547 3.3171304 0.7321389 11.5705807 7.2882875 NA NA 3.9020929 9.3171272 4.7321661 7.8089803 7.7208496 10.3450332 3.9020929 6.7765594 13.5200672 6.8196273 8.7489730 10.0036277 6.3468736 10.2771677 8.6979489 11.2129548 8.0984869 11.3948330 NA NA 13.6634562 9.3431895 NA 11.3930519 7.1915962 9.0984869 3.5395187 8.6209078 8.1915962 9.3431895 7.5395194 4.3171304 9.2790592 9.1833756 NA 7.6863612 8.1072040 9.7321645 9.5713683 9.6569772 11.5640814 9.1457926 10.5459458 8.8869826 10.4412484 8.6586978 NA 2.3171304 9.5587130 8.9020896 9.0941083 10.2596416 9.8920359 5.7321634 13.6197660 8.8665909 13.0962993 9.1874919 9.2078980 8.9269216 3.9020929 5.0540931 10.2320105 10.5053038 10.1688762 8.7710837 12.0099867 10.9621850 8.7655875 8.1667928 10.5650547 1.7321824 8.8976746 4.0540931 0.7321389 NA 0.7321389 9.3615212 9.9391790 8.8562858 7.9609831 8.9836469 3.0540844 8.6390552 6.8819117 5.0540931 12.4429710 10.2419397 8.8717158 11.1330441 11.8646643 8.7433918 9.7151582 9.7151582 11.0059602 9.2280197 10.3114805 9.6360465 8.4532636 1.7321824 7.5523433 10.8354524 10.1294756 2.7321606 9.2238173 11.5118840 8.7377892 11.2905853 8.6629019 10.3114805 11.3850096 7.5135247 NA NA 8.1072040 6.7094450 9.9489105 10.1563309 8.8717158 10.4134030 6.5650548 10.5050235 9.1997702 7.3171268 9.7738238 2.3171304 3.9020929 8.9513331 1.7321824 6.8196273 1.7321824 7.6264975 2.7321606 NA 10.5085976 5.9416181 4.4326054 9.6022210 6.0540931 NA 3.0540844 10.7915090 10.0359454 10.8831811 10.9379578 9.8459068 11.5314462 6.9989514 9.0359452 6.8132489 10.9133168 10.9244574 9.8275617 11.8888798 NA NA 10.1605248 9.0359452 9.1956889 10.4151592 10.0427774 7.0897164 13.5182300 14.5749078 1.7321824 10.1436756 7.2927265 12.1228710 9.7545325 1.7321824 0.7321389 NA 7.0720147 NA 10.3450332 7.7874468 9.1500171 9.3903760 11.6216686 7.6979489 8.7738236 0.7321389 NA 11.5077749 0.7321389 1.7321824 9.5200672 9.1244819 7.2557264 3.9020929 7.5395194 11.6739459 9.3133651 9.2944071 10.7669636 9.2596416 8.9416181 10.0336609 3.3171304 6.5135239 9.6480440 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 3841 kidney stage i t1 n0 m0 male 2003 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 3 2 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.17913e-06 4.161634e-07 NA 10.19480043 9.45230508 9.59780545 7.92381415 NA 9.83434526 8.71965851 NA 0.81500152 4.91114028 8.29616508 9.23306814 7.39353290 11.78512691 9.94469259 9.03117957 11.20802928 11.76795003 4.65149376 9.09887060 10.33779950 8.20565252 8.86697812 5.37211283 9.05057108 10.93689848 4.92801494 NA 10.30709001 9.82367724 1.82366785 5.25690498 8.31873260 9.89352967 2.67167834 10.63713781 9.04960763 6.56244546 10.06160422 10.74967664 -1.49817873 10.19697741 4.40863714 10.72755906 9.60306826 8.44132827 -0.49817873 7.56783822 0.82366785 10.18868725 8.07160448 0.08664791 10.98343758 -0.49817873 9.60803725 7.86588356 0.50171938 7.07539678 9.67979148 8.87352563 2.67167834 6.59450675 9.15638524 -0.49817873 9.86970981 10.41912117 8.60765766 4.78715033 11.13313996 10.20132155 10.41613428 13.77069313 10.40638371 8.56514436 10.05489839 2.30911797 16.56815897 0.08664791 7.92170945 11.08200769 4.40863714 7.78483766 8.39505080 4.17417469 1.73135705 11.74134766 7.93270315 2.50174485 NA 2.96117878 10.03215541 4.84160083 7.18122880 7.92170945 11.00979147 5.73056660 6.81463245 14.51960146 7.54887276 9.15817391 9.85489596 7.97950751 10.65275617 7.46175118 10.65213107 8.10351967 11.33542988 -0.49817873 1.08671584 13.46500649 10.11553856 0.08664791 12.36516109 8.26993361 9.33226441 2.30911797 7.95913026 7.85047754 10.95424779 8.31232074 5.05633641 8.88976647 8.76619163 -0.49817873 7.85268805 7.68165798 9.17946875 10.14560537 11.85199774 11.66526045 9.80324528 10.17019097 9.47185503 10.43359462 8.80853983 0.08664791 1.30911797 9.94469259 9.07255362 10.26958595 10.45558183 9.84881680 5.50174803 13.64018094 5.44426288 12.91478199 9.17063415 10.20392179 8.79522082 3.96117878 7.27982598 10.64289837 11.19697741 10.24868331 7.12380068 11.93748450 10.50772449 6.84604444 8.85599842 10.45921397 1.67165570 9.08211124 4.25663330 -0.49817873 0.08664791 -1.49817873 9.11461767 11.03410509 9.50456418 8.09046392 9.61079620 3.67167834 9.24152966 3.85930369 5.05633641 11.65482611 10.72303416 9.25830550 12.12128135 11.34802306 8.86409853 10.21599461 10.14334941 11.39410219 8.98657192 11.26101318 9.67854556 7.32192809 2.30911797 8.27653621 10.77408728 10.60681298 0.08664791 9.68684750 11.25057094 9.07917808 11.02629084 8.93429092 10.09467325 11.06970519 5.83266727 0.82366785 -0.49817873 9.22966963 7.44426370 10.75589195 10.39011187 9.55431717 10.95630551 6.97342415 10.70545502 8.83378573 7.17770655 10.24826347 1.30911797 5.21599304 9.01843416 -0.49817873 5.04090996 5.88545235 1.30911797 3.71119753 0.50171938 11.02775923 5.55703016 5.85047691 8.98455717 6.25369435 NA 3.35973199 10.90715657 10.74104929 11.69172808 11.52567672 10.91643440 11.71059311 9.09327150 9.91270390 5.53803214 10.09186826 10.60043926 10.41949412 12.36235117 2.82366785 NA 9.94676404 9.11369607 9.02531096 10.39863778 9.62328271 7.44132827 13.16079733 14.13647511 NA 10.22754146 7.49915466 12.64209963 9.83490443 0.08664791 1.50177032 NA 7.50174883 NA 10.33589231 8.70754239 9.09233616 9.65719981 11.28495200 8.33463933 9.00404402 2.50174485 -0.49817873 11.63922063 2.67167834 1.82366785 9.58522847 9.41688153 7.62754993 2.82366785 7.92591518 11.47221455 10.09654031 9.57923258 10.63970084 9.86204761 6.94883209 10.38362784 3.92801020 7.11645937 8.70632022 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 1790 kidney stage i t1a n0 m0 male 2009 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA NA 1 1 4 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 -0.7983661 10.5281716 9.5020947 9.8164519 6.4014137 2.5236623 10.3597205 7.3688591 NA -0.3335161 3.7253049 8.0597230 10.2185504 6.5592945 11.7772813 9.7904567 11.3076506 9.4685285 11.9622541 2.7867009 10.9155582 10.2509100 7.1675265 7.8847365 5.2892037 8.8581669 9.7144825 6.1324802 NA 10.2905303 10.0002139 1.2017593 2.6611795 8.3154843 9.5919111 -0.7983661 10.2752142 9.2073665 9.5865259 10.6426112 10.0904854 NA 9.6405340 4.9296632 10.9965640 10.9215587 8.5326590 NA 6.8527941 3.4496670 10.1989216 7.2785572 1.2017593 11.0526555 0.2017593 8.7062035 7.4825127 NA 5.0597230 9.4614854 7.9091010 NA 6.2570238 9.1457220 2.2017279 9.7015879 10.3457629 9.2157626 4.0090963 9.7599428 13.5828118 10.9347574 14.7535104 10.8410828 9.1904267 10.6274824 0.7866800 16.6805275 NA 8.1354328 9.8873669 4.0597273 6.8016553 8.8917400 5.3310244 2.0497353 11.4833823 7.0059378 -0.7983661 NA 4.7563295 9.8838589 3.2892000 7.4353619 8.3232755 10.6441672 6.7791704 6.6935957 13.8373468 7.0219205 8.6570694 7.6570690 7.1559384 9.1465274 7.2944994 11.0456631 8.7292190 12.1387480 NA 0.7866800 14.8627129 9.9740566 -0.7983661 12.5954006 7.8527935 9.6611736 3.9021797 7.2241098 7.5854463 10.6185396 7.7524890 2.3716704 8.7428386 8.6280069 NA 8.9177041 8.8201276 9.4906082 11.1946804 9.7932643 11.6409912 9.0797930 10.7696981 9.9364517 10.4650113 8.2270200 0.7866800 0.2017593 10.4514481 8.8653002 9.7952078 9.9582984 9.6280067 1.7867218 14.2282655 8.2324094 14.2384308 10.3660205 7.2017417 9.9305129 3.2017436 7.0472319 10.7932644 9.7035792 10.3921841 5.6280066 11.7413444 11.4694066 8.0346323 11.0992094 11.3384128 1.5236623 9.4323030 3.0090963 2.5236623 NA NA 8.1790218 10.2529510 8.2434011 8.0721069 10.7090908 6.1790213 9.9847403 6.9499352 4.8456004 12.6900843 11.0163245 7.4544079 10.6940961 11.4314621 9.6138778 10.6627098 9.5940596 12.3297364 9.2185504 10.2590569 8.9125484 10.5919111 2.0090963 7.4401466 10.7394458 9.3312441 2.7867009 9.4379358 11.6156344 8.3915667 10.6955975 8.4038659 10.2610865 11.5699757 8.1026088 0.2017593 NA 8.1146315 6.0090963 9.3502188 10.3444873 9.0534912 10.8406304 8.1588439 11.0708616 9.5427048 7.6935950 9.2115708 1.2017593 4.2892074 9.2705203 5.8741674 7.4591299 1.2017593 0.2017593 3.8456004 1.2017593 10.4796106 6.5680640 6.3310244 9.4389521 5.8599546 NA 2.2017279 11.0885818 11.0191255 11.1533910 10.9570470 10.7125062 10.7932644 9.3335991 6.6363709 6.6987949 9.8661894 10.9711667 9.5168915 10.7611192 1.5236623 NA 9.8464996 8.1146315 9.6079470 9.6935952 9.9194184 6.9831019 12.8647442 15.0866757 2.5236623 10.4001872 7.7231066 11.7112697 10.1010990 -0.7983661 2.3716704 NA 6.4685279 2.5236623 10.3445065 5.7095360 8.2865504 9.5972762 10.8437937 7.6280066 8.9763316 1.7867218 NA 10.4778665 1.7867218 1.2017593 10.6042212 9.2984572 6.8882428 5.4496703 8.1989214 11.5208497 9.3977294 7.3154838 11.2745446 8.9108259 7.6855576 9.0705646 2.9851907 6.7015879 8.3412933 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 2461 kidney stage iii t3b n0 m0 male 2007 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 4 2 3 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 4 0 0 0 0 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 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 2.635701e-06 7.976465e-07 1.2404365 11.8438126 9.5510309 10.2895859 9.3437058 4.3278813 10.0898232 7.3614850 NA 2.1240303 3.3278742 8.5165423 8.4716390 5.6154575 12.2328253 10.8145385 10.4425418 10.3450167 11.5699341 1.8253786 9.1245884 9.9039761 7.9717372 6.8986292 5.1711548 8.8752290 13.3689763 4.4103411 0.2403754 9.3939700 9.2333563 2.6998403 4.5258183 9.4015498 9.3091962 2.9408621 10.6208791 9.4859708 11.1222968 10.7272531 10.9473457 -0.7595025 9.1261144 5.6666828 10.5974201 10.1807316 7.6582708 -0.7595025 9.4314773 2.8253786 10.0621920 8.2902668 0.2403754 9.9048653 0.5508022 9.3882081 7.9852516 2.0477827 5.7322719 9.7863477 8.3515537 3.9953036 6.2738403 10.3920689 3.4103411 8.9700389 9.9776653 11.9479929 3.3278742 12.1244683 10.2977329 10.8532866 13.2184134 11.2957005 9.1652306 9.6498089 1.5623279 15.2933257 2.0477827 8.2004200 11.0521941 4.0984027 7.4644200 7.6327357 5.0217773 1.5623279 10.4638165 8.9603545 11.4413166 0.2403754 2.5623523 9.5327397 2.5623523 8.7201984 8.7717994 10.0653768 3.0477652 6.2404174 14.1850386 8.2460427 9.5072046 9.6926593 8.5095446 10.8445635 8.4203270 11.5808245 9.1291612 12.6060570 NA 7.5165423 13.8860765 11.2123208 1.2404365 11.2827614 7.3065074 9.3876230 1.2404365 8.6284353 7.6916291 10.7462296 8.7561179 5.0733061 9.1755830 9.9391227 NA 8.2347715 7.4103428 9.4364053 9.8055201 10.5287074 11.9647507 8.6455594 10.6428972 9.6666828 9.4812093 7.9958734 1.5623279 1.5623279 9.7969241 8.2683240 10.1577902 9.2361852 9.4966267 4.4498717 13.5210438 10.1284001 12.0439438 9.4620051 9.8468233 10.1763197 3.1473067 6.6412975 9.8449712 11.1585358 9.0983990 6.4978055 10.9303723 10.5194481 9.1960680 8.5824928 10.4234330 2.5623523 9.8299662 2.6998403 6.0217773 -0.7595025 NA 9.9269186 10.2283926 9.1562975 7.5025128 8.7008534 4.4883479 8.6603782 5.5072048 7.7229837 10.9869324 10.0184951 9.0999529 10.3058342 11.9406410 8.5487572 10.3946032 9.7649598 11.8546677 9.6056469 10.5974201 9.2697053 9.4764321 0.2403754 6.6498094 11.0303592 3.9770234 2.5623523 7.6382209 11.1792625 7.7756932 10.8505201 8.8007508 9.7120933 10.6977989 7.1291614 -0.7595025 NA 7.0921673 6.7161514 9.5200285 9.7181763 9.3709886 10.9662103 4.1473067 11.0249670 9.2834454 8.5824928 9.9084165 1.2404365 4.6998514 8.9852519 NA 5.8253811 1.5623279 3.4103411 4.1473067 1.5623279 11.5089600 4.6327335 4.8551276 10.9987704 5.5857798 NA 1.5623279 11.0238256 9.5645986 11.0061185 11.4901241 10.3152285 10.6007164 10.5774824 9.0983524 7.1771145 10.3761273 10.4758339 10.3371332 11.5232169 5.0733061 NA 9.6391618 9.8440444 9.5083752 11.0405090 8.7892399 8.3489423 12.5939784 13.4400137 2.2404059 10.7629996 5.6702002 10.9610898 10.0135572 NA NA NA 8.6434302 4.4883479 11.3735731 8.7059845 8.0380795 9.4942656 11.0291364 8.0890410 9.7096833 -0.7595025 NA 11.7629996 3.0477652 4.1473067 9.9425907 9.2530426 6.8842743 7.4252931 8.6833614 11.2411223 9.4165911 9.4400903 11.4159676 9.3994189 10.1329608 10.1525589 3.9953036 6.0983985 9.1799971 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 2172 kidney stage i t1b n0 m0 male 2007 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 1 1 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 1.664654e-06 3.814831e-07 NA 10.2672838 8.3599731 9.6055779 3.9801990 NA 10.8505657 8.4865539 NA NA NA 6.3536603 10.9647490 6.5431370 11.7692900 7.2072701 10.2107674 5.3787509 8.3972866 3.3281184 11.7710679 11.1583000 7.4632840 8.0206155 6.5207695 9.2988466 11.8165384 NA NA 9.0443313 9.1682278 4.6906964 3.8426973 6.8783219 9.5263940 NA 8.8650654 7.1501260 7.7006783 9.7081215 10.9606003 NA 9.9965029 9.8199774 11.1834378 9.7519907 7.8426973 4.3281256 7.7686971 2.1057451 12.2125130 6.1354795 NA 11.7963120 NA 9.5066115 4.1057284 NA 4.5207680 5.4276598 8.4923131 NA 5.9470349 8.8783213 5.8426973 8.1280995 10.8750188 3.8426973 6.3021289 9.1132265 13.3609573 11.1736144 14.6006708 7.5094544 11.7441679 10.4470655 NA 16.3573623 0.5207491 6.9301601 8.2486899 2.8426973 6.1646254 8.0126223 7.9301601 4.6082297 11.3631198 8.1657793 3.6906964 3.8426973 5.4749649 10.1501260 NA 4.9801990 9.1280998 9.3184310 2.8426973 6.1057325 14.5462551 4.2212120 9.4003526 1.5207491 9.5787612 5.6018540 9.1391551 10.2939086 8.0906248 10.6717860 NA 3.9801990 11.3337489 7.4034126 NA 11.2186058 6.6082326 9.2072699 2.5207742 7.1931951 5.5651645 9.3818563 5.6906937 NA 4.4276598 6.5868593 5.2756552 8.8650654 10.4559345 10.2571714 11.1076092 9.2212091 9.4631373 6.0753593 10.9668188 8.2756571 9.9066318 5.1988399 3.6906964 NA 9.5009090 5.6906937 7.2072701 9.3345506 8.2212091 5.2212082 14.3683162 11.5801139 12.0791901 11.1709236 2.1057451 13.6875602 4.6082297 5.1646254 9.2554790 8.0521507 9.8783215 NA 7.6082326 13.0506880 7.0906248 8.1718213 11.3321442 5.2212082 7.3021289 4.6082297 3.9801990 NA NA 7.2212091 9.7898961 8.0906248 7.4276598 10.8282549 4.5207680 11.0423699 9.5291980 NA 13.0138743 8.9470343 4.8426973 8.1132265 11.6062419 10.3345506 11.7543891 6.4749665 15.2688050 7.6082326 9.3880481 8.4155871 12.0896756 NA 6.6292940 10.2486899 9.6746508 3.9801990 8.4336589 11.5249899 4.4276598 9.7447711 9.1391551 8.8107882 10.7734349 10.2806576 1.5207491 NA 7.8516866 4.9130857 7.3281247 11.1437364 8.7302228 8.2002493 6.9637134 10.3533273 10.7399379 7.6906943 7.8516866 NA 3.6906964 8.9553977 2.8426973 7.8336523 NA 8.5922316 4.7686978 5.8426973 11.1178908 5.1057325 10.0305444 10.7302228 8.0753583 NA 4.3281256 10.8279702 7.5651638 11.7799242 10.9842938 12.8539248 8.8245502 8.2281284 5.6906937 2.4842413 8.0206155 6.9965029 6.6082326 8.1206822 3.9801990 NA 11.0531254 3.9801990 9.7519907 7.5094544 9.3313411 8.7399379 9.9904112 13.3180257 NA 11.3536595 8.8161251 10.2806576 8.0364693 NA 4.3281256 NA 4.4276598 NA 10.3834068 7.4865535 7.4034126 8.1718213 8.8739162 7.0599285 7.9216488 6.5651630 NA 9.2281287 8.0206155 NA 12.4182368 8.8471989 2.5207742 6.7302228 8.4336589 10.0065987 8.8107882 7.4396323 11.9517446 9.2789927 8.6956950 6.2756571 NA 5.1057325 7.3281247 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 8.474966 10.252088 8.004021 5.491622 6.629294 10.006599 7.947034 9.207270 9.534790 6.996503 4.577350 11.268962 5.520768 7.842697 11.595580 10.182548 10.098198 10.567893 NA 7.207270 4.842697 8.644891 12.508389 9.171821 10.103852 6.806172 4.842697 8.028564 4.105728 6.608233 10.364690 12.443725 10.307039 8.409513 6.586859 12.629947 8.359973 10.513708 NA 14.906160 5.164625 15.270377 9.904474 13.449843 8.787556 NA 12.164175 9.457407 8.520770 4.520768 4.842697 7.059928 11.757382 6.135479 9.142821 3.690696 8.554192 13.588647 10.398820 8.509454 6.586859 9.157394 NA 9.974040 NA 12.510873 8.260753 8.602919 9.792232 11.158300 3.690696 2.520774 9.439633 6.710594 6.749588 13.195844 NA 15.342444 7.586859 9.098198 6.996503 10.537578 2.105745 NA 11.101028 6.690695 8.474966 5.730221 11.534790 11.668610 9.083012 2.520774 8.565163 6.328124 7.075358 8.908787 8.235015 3.105728 5.427660 10.556943 5.565165 8.090625 7.315185 10.248690 6.353660 NA 14.627905 12.925911 9.466213 7.851687 7.955398 10.118822 6.135479 13.161010 6.730223 TCGA-B0-5703 73 0 NA 2246 kidney stage i t1b n0 m0 male 2009 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.421892e-06 4.508437e-07 NA 10.35334810 9.47925381 10.10352177 5.00532363 NA 10.35334810 7.08294523 0.02800328 -0.63845620 4.75596111 8.05041027 9.21291801 7.67189909 11.71191454 10.40958558 10.82083297 10.14240974 12.21353760 3.27749385 9.61112552 10.42625196 8.44800270 7.26166244 5.86093301 8.78626603 10.31748520 4.11550774 NA 10.23139065 10.29131185 3.78293270 3.48747349 8.40090761 9.83136663 -0.97199672 10.10151483 8.97055718 8.67189873 10.75851281 9.06696154 NA 10.01885571 3.61300115 10.32782308 10.57734602 10.79746732 NA 7.75255660 1.83539863 10.39217733 7.80940222 NA 10.54504275 0.02800328 9.36394659 8.32725083 NA 6.51185858 9.88757751 8.51387206 0.02800328 5.13656875 9.22279949 3.11549941 9.01530660 8.94242771 9.69869894 5.34997028 11.90820585 10.96835626 10.08468032 13.91063795 10.67909439 8.74056974 9.59028501 1.34998797 15.05478222 -0.97199672 7.92588789 10.66647860 3.67189343 7.77287669 8.44167063 6.19796758 3.70611056 11.40742106 7.26348236 1.61301294 -0.97199672 2.72848653 9.92361793 1.02807402 8.58646340 8.08061077 10.71103728 5.45430752 6.52788825 13.20390405 7.97055690 9.02098105 8.57300711 7.87039308 10.77322956 8.38339369 10.72457558 8.61488244 11.66964286 NA 3.27597547 14.71418669 9.51789060 0.61296578 11.77476693 8.17524763 9.17778976 1.61301294 8.03647146 7.52389750 10.88330052 8.38339369 4.34997382 8.69515415 9.43637238 -0.97199672 8.79622687 7.66828793 10.07925156 10.58837547 9.96468063 11.66080391 9.67370110 10.23444659 9.75766335 10.31460046 8.26350630 -0.97199672 0.61296578 10.25686135 9.06421624 9.64390217 10.34715028 9.45640288 4.15732672 13.89768470 8.37455657 12.94848857 9.31460046 9.54964318 9.73281085 2.83539863 6.80282910 10.32093940 10.79911937 10.03296534 7.65009460 11.78764378 11.18412573 7.49156693 11.27359538 10.44800281 3.02803865 9.00691033 5.89840670 1.61301294 NA NA 9.08468032 9.06833251 8.92588819 7.91678593 9.71017705 4.83539863 9.13917835 7.25686159 4.78293270 11.86901723 10.33524351 8.76950961 10.57878949 12.37219984 9.33816699 10.07925156 9.64183211 11.79870657 9.25204423 9.09278541 9.52689179 9.71454313 1.34998797 8.14957642 11.09345883 10.29552582 1.34998797 9.22150641 11.02098098 8.90609359 10.28366138 5.99382605 10.94093202 11.08128982 6.86724661 NA 0.61296578 8.21539467 7.22771509 10.14113361 9.19671473 9.12343962 10.76063413 6.13656670 11.11481253 9.49971795 7.94392191 10.21167808 1.83539863 4.61300705 9.81676096 NA 6.58263127 3.27597547 3.55160215 1.61301294 2.83539863 10.67999129 7.65009460 6.01672807 9.53924180 6.94368344 0.02800328 4.61300705 10.89725094 10.72891579 11.07004398 11.70730283 10.27300108 11.18001051 8.59979534 9.17397489 6.34310219 10.49666666 10.93079462 9.37344790 11.25264734 NA NA 10.12541644 9.83298034 9.27359538 10.25505690 10.12673273 6.89840791 12.18222788 12.88300841 2.02803865 10.47253996 7.47491946 10.80035725 10.43318408 NA NA -0.97199672 7.51989568 NA 9.90692125 8.00532251 9.06970190 9.67999129 11.77770265 8.04763327 8.62700705 3.72848653 NA 11.53979533 2.19795972 2.48748635 10.20857347 9.46683448 6.78293008 4.64275355 8.32953894 11.48824255 9.67909439 9.06970190 10.21724950 9.37566396 7.62049990 10.02592784 4.31085632 7.37233837 9.23261375 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 0.000 0.000 0.000 -0.628 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.637 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 0.000 0.000 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 0.000 0.000 0.000 -0.628 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.637 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 0.000 0.000 10.217250 11.545466 11.779168 10.517389 9.096821 11.051450 3.420361 2.349960 8.197968 3.275975 12.751490 8.772372 4.809404 6.814247 8.075821 8.378982 11.083325 5.115504 10.268834 9.769510 8.551604 8.793263 10.175782 7.136567 5.755964 11.012105 13.452996 9.76782327 9.98441889 0.02800328 8.65375152 7.80282975 10.22955404 10.83136655 11.21260812 9.84662479 9.78959396 7.45430752 10.34488984 7.18286111 4.67189909 9.38229201 6.49564880 4.48747349 7.31806191 9.45115856 12.63410080 9.15732571 12.05836493 5.01786402 6.92286028 12.12689722 16.06968043 11.43637243 13.13836285 10.43743365 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 4537 kidney stage i t1 n0 m0 female 2002 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 4 4 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.803375e-06 6.936056e-07 -0.7727518 9.3591267 10.1616978 10.1030190 7.3668214 1.8122518 9.5771038 7.8107098 0.8122107 -0.4279835 4.2496350 8.5593063 9.4870130 7.0696205 11.6698246 10.3680996 9.2805168 10.8442780 11.7066711 1.3972006 10.3094188 10.2177284 8.0569926 7.9049892 4.4452765 8.9585887 11.0536196 4.8996929 -1.7725053 10.1442688 9.7340731 4.0346207 4.7664308 8.4464382 9.6238745 NA 11.0997523 7.8926060 4.7350618 10.3047531 11.1772788 NA 8.1550479 1.8122518 10.5051383 9.6728021 9.2454700 NA 7.8854810 2.2272790 10.3338327 7.5310508 NA 11.3847746 2.4406068 8.8465726 7.8271826 -0.7727518 7.2606928 9.7454311 7.9653618 0.2272482 6.4799354 9.6393103 -1.7725053 9.5548223 10.3266176 9.2777986 3.8996977 11.0644917 13.3270696 10.5115155 13.9551902 10.8672887 8.4146218 10.0253364 2.7508423 15.9811328 NA 8.4440156 11.0895197 4.9551919 7.1190532 8.1356626 4.1341634 1.4020127 11.4260217 7.3385100 7.0914555 -1.7725053 7.7664289 9.7808991 4.7350618 7.9534882 8.3266173 10.4805264 5.2045516 7.0086292 13.0790188 7.7605995 8.8611732 8.5378827 7.0914555 11.0758790 6.4170947 11.0235122 8.3040852 11.6052936 NA 2.0346383 13.2755433 10.5974123 NA 12.3953934 7.8308961 9.2052652 5.1220887 8.2634434 8.4940563 11.3790791 7.0053472 4.2496350 9.7459228 9.1371628 NA 8.7360548 8.2784787 9.4626857 10.5129609 10.6206602 11.7219216 9.6738362 10.0289781 9.5155591 10.3766993 8.6753654 -0.1877072 1.3972006 9.9721036 8.9687368 10.2041918 10.3246436 10.1738105 4.5492009 13.6548772 8.7673979 13.9254861 9.6561533 10.2052651 9.0490437 3.9821539 6.7429696 10.2582817 11.0599620 9.8903830 7.0976340 11.3894077 10.6639813 8.7567004 9.6933462 10.7390224 1.0346383 9.1317086 0.5492256 0.2272482 0.2272482 NA 8.7518115 10.4204870 8.9354916 7.9921413 9.4148507 4.4940571 8.9929703 5.1099121 4.8122312 11.7735614 10.6104340 9.1727135 11.4520251 10.9564656 9.1232919 10.3735202 10.0281696 11.8583331 9.1022511 10.7864078 9.6033300 11.1518967 2.3972006 8.4109050 11.0933896 10.7998421 2.6195773 9.4448579 11.5293374 9.1371628 11.4318409 3.9551919 10.4164766 10.7985483 5.5759990 -1.7725053 -0.7727518 8.2893158 7.4071785 10.3384055 9.7567003 8.6023091 10.3299016 8.7090693 10.7482027 8.7923719 7.7350645 10.1137285 2.2272790 5.1099121 9.7895121 4.4170964 8.0135393 3.4367215 -0.1877072 4.2272713 -0.1877072 10.7678822 6.3820879 5.9754628 9.3902904 6.0185630 NA 2.9821631 10.9485826 10.7110856 11.5286230 11.2813653 10.2212695 11.6254790 9.2342970 9.3725652 6.0497440 10.6825970 11.4327576 9.9142080 12.7014827 NA NA 9.8525220 8.8159843 9.1528243 10.6579836 9.2852614 8.5726748 14.1445952 14.7041267 0.8122107 10.5427024 7.1024356 12.7673372 9.9359226 -0.1877072 0.2272482 0.8122107 7.7231251 NA 11.4341483 8.4560886 8.9813221 10.0758926 10.9786046 8.3160579 9.2927868 0.8122107 -1.7725053 10.9124565 0.8122107 NA 10.0127222 9.5952304 7.5693445 4.0086303 7.8926060 11.4009469 10.1083837 9.4348942 11.1271931 9.3902904 7.3014111 10.4578907 4.8656318 7.6195869 8.7469059 9.5974122 0.0068044 0.0068044 0.0012481 -0.0128070 0.6273300 -0.0106460 -0.0062286 -0.0111900 -0.1055200 -0.1055200 -0.1055200 0.4982200 0.0068044 0.0068044 0.0068044 -0.0020289 -0.6483900 -0.6483900 0.0012481 0.0012481 0.0012481 -0.0128070 -0.0018014 -0.0180490 -0.0061639 0.0032643 -0.0012473 -0.0067813 0.0027745 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.627 0.627 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.106 -0.106 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.627 0.627 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.106 -0.106 10.398134 11.637058 12.974519 10.256902 9.429394 12.450442 3.512669 2.034638 6.827183 4.456090 11.428781 7.927449 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 3205 kidney stage ii t2 n0 m0 male 2004 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 3 5 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.387211e-06 4.508437e-07 NA 10.9441434 8.7868815 10.1055642 9.1313271 2.6330824 9.4985004 7.4572331 0.3111543 2.6588056 3.6330708 8.5009729 9.3055016 6.6330766 12.0462811 10.4481393 8.2300113 11.0382008 11.7098919 1.3111543 11.0643650 9.8009963 8.8307845 8.6818358 6.5206014 9.1217200 13.0324611 7.2418859 NA 9.9017353 9.9110612 3.4810793 4.6330766 9.4170567 9.4144360 NA 10.9835736 8.9586067 7.8109944 10.2740443 12.4203260 NA 10.0373664 3.6330708 10.2477862 11.9590563 9.4835758 NA 7.9477731 3.4810793 10.0133210 7.9405051 0.3111543 10.3431939 1.3111543 8.9764842 7.2653450 1.3111543 5.7374137 9.7247761 8.6330762 NA 5.2653431 9.6796548 2.3111543 9.5059050 8.8580429 10.0559821 3.1185092 12.7976992 14.7436902 10.4235877 13.9424390 10.8199334 8.5447678 10.2521959 1.8961168 16.3082174 NA 7.8810038 9.7013172 4.7034662 7.6240314 8.2711502 6.9976492 1.8961168 11.2514619 7.2339408 11.5254674 0.3111543 3.4810793 9.7374130 0.3111543 9.5661768 8.5009729 10.1597712 5.0115896 6.9976492 13.7312401 8.2120153 9.0660356 9.9350298 7.3111480 10.4457800 9.0011461 10.5907588 7.7623594 11.5785202 NA 4.7034662 14.6080645 10.2477862 1.8961168 10.7152254 7.2300118 9.2884282 3.4810793 9.5278941 7.5872727 10.8522448 8.0458579 4.7705806 9.1023112 9.4170567 NA 8.3111484 8.3826106 9.2536627 9.9604044 10.2884281 11.8476966 9.6194873 10.4481393 9.6991655 10.2595155 8.6466725 2.3111543 0.3111543 9.6576620 8.5059052 8.8307845 10.1424556 10.1039386 3.3111543 13.3324753 4.8347112 11.3411256 9.1753345 9.5567009 9.1120482 4.6330766 7.3335159 10.9577069 11.2329892 9.3691399 7.4810729 11.6039645 10.9568067 8.3664306 10.1722352 10.5339432 1.3111543 8.7942384 4.9550059 8.6011672 NA NA 9.6926912 9.0859353 9.8268481 7.8885771 9.3371460 5.4404307 8.7332130 5.4810729 6.2653450 11.8984570 9.2595154 9.0253937 11.4449327 11.2675244 8.7705800 10.2359607 9.7184161 11.4916791 9.5303168 10.6609823 9.2329893 11.3230743 8.6330762 7.8580426 10.5071356 8.8307845 2.3111543 6.1440382 10.7633895 9.1968445 11.7284734 9.7457765 10.0115880 10.9906284 7.6330766 1.8961168 0.3111543 10.1968447 7.4910570 10.3040866 9.7807901 8.8695689 11.2381855 5.5590757 10.8096684 8.9871054 8.3879639 10.3555424 NA 3.6330708 9.2565920 NA 6.1937915 2.8961168 4.4810729 1.3111543 1.3111543 10.7300550 4.8961120 6.4810729 10.2521959 6.6509986 1.3111543 4.0115851 10.7939562 10.3349026 11.0933274 11.0356621 10.4300893 10.4659664 8.7623594 9.4735396 5.8672713 10.5872726 11.5218196 9.9423254 11.3846204 NA NA 9.8752978 9.5732431 9.4144360 10.7678004 9.2270277 7.3986112 13.8063787 13.1440383 6.5399668 11.0028918 8.1364252 11.6115008 9.7644188 NA NA NA 7.9764839 NA 10.3013231 8.6509982 9.0185073 8.4760552 11.4634331 8.1120480 9.3620852 2.6330824 1.3111543 10.7613285 3.8961071 4.6330766 9.5919191 9.8904642 6.9835740 8.5495529 7.4910570 11.5095933 9.5567009 9.2769326 10.5519396 9.6262979 8.3335159 11.3832809 5.0660375 7.3445711 8.8810038 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.021955 11.761844 10.868612 11.113665 9.268250 10.795971 1.311154 4.633077 6.997649 6.520601 12.577056 8.375675 11.625165 12.120989 8.334958 8.150352 11.441075 6.169129 10.325169 10.609211 8.619487 8.779609 9.822446 7.398611 6.850307 10.967573 13.425867 10.483576 10.497262 NA 8.846424 7.668700 10.394628 9.994143 11.929075 8.230011 9.311148 7.409180 9.859970 6.460895 8.025394 9.619487 6.333517 6.118503 8.650998 7.559076 14.265617 9.092508 12.986444 7.478767 11.345947 10.796978 16.604979 11.545966 12.957032 10.776715 6.834710 10.499737 9.614929 10.949584 8.737413 9.025394 9.341815 11.055141 11.793956 11.553131 1.311154 5.218037 13.978407 11.237444 10.561447 5.770581 7.596551 2.311154 11.465966 NA 12.859970 11.590132 10.993265 11.258055 9.800996 7.131327 8.414436 8.587273 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 3744 kidney stage i t1a n0 m0 female 2004 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA NA 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.363676e-07 4.855239e-07 NA 10.17923995 10.47681910 9.74454628 8.53635447 2.84891833 10.09050653 10.22235998 -1.05799229 2.29675106 3.94202649 8.94765447 5.87276721 6.02949264 12.15407028 8.77650114 10.82008081 9.51093602 11.40018017 2.11196609 7.89913212 11.36514583 7.13678712 8.62326844 4.69691747 8.66483764 12.60747689 5.54194223 3.40146664 10.37091349 10.02018075 4.26395834 3.52759586 8.28632580 9.31271735 4.46558926 10.30287707 9.08158117 8.53448693 10.59218417 11.35221627 NA 8.74292984 9.06485780 10.45229963 9.81854687 2.52699525 -1.05799229 8.25036901 2.74938409 10.05381771 7.27742039 -0.05799229 11.41916837 2.31359415 10.52886977 8.51567698 4.07131648 7.16119841 8.98505720 8.58588606 2.84891833 6.60736583 10.77965789 7.87276721 9.95535262 9.94414175 9.77016634 6.46559252 9.55305479 13.86563598 10.02218122 13.46320093 10.44784148 9.61710486 7.44982463 2.74938409 15.88903898 1.26393581 8.05055448 11.40938075 3.80000942 8.10944832 8.33219905 6.17084843 3.58588793 10.98915384 8.88334161 1.94204526 -0.05799229 1.94204526 9.80853613 NA 9.67504527 9.18043458 11.34637322 5.74938409 6.33434659 13.17587426 7.11195462 8.54194262 5.61445661 9.47341130 9.78217051 8.00272558 11.56591143 9.46559191 11.21495125 NA 8.35988262 14.85089162 10.36093671 3.02948822 12.31421482 7.84591151 10.74737078 6.35142162 8.07902123 7.71681672 11.81374268 7.63899768 3.46559579 9.43488464 9.46852915 7.91644440 8.50045074 8.63202787 9.70855887 9.30397363 10.79026166 11.48409447 8.78908724 10.68265397 9.50331792 9.98368909 8.94038055 4.18995894 2.11196609 11.10756509 9.08413710 9.32249109 10.05707357 10.35035967 4.18995894 13.38749749 10.94238211 9.58408159 9.88013924 8.42181027 10.47827718 5.80001201 8.24581080 5.99731273 10.95709645 11.23060766 4.84891833 11.89598081 11.39092059 8.20647229 9.55765956 11.86888184 3.74938409 9.49683940 6.11195566 7.90203196 -1.05799229 NA 9.49757764 10.90203189 9.61710486 7.64938912 10.30578691 4.98642459 8.63551680 6.88454420 3.76476015 12.38043195 10.37926182 8.34077366 11.89622624 11.69629113 9.63202787 10.54472879 9.83229415 12.81229832 9.14904414 8.78123380 8.66141863 9.62238939 1.26393581 8.37665808 10.26395798 4.83854340 1.94204526 8.00741922 10.85641510 8.21349310 10.58768836 8.94343818 10.63725820 10.69691747 9.98437331 0.52697021 NA 8.04006227 6.01884556 9.58498410 10.62809271 8.88013939 10.70565727 0.52697021 11.18013605 9.54843508 8.83533135 10.76499902 5.62853157 3.26395083 8.35354076 5.20881766 5.68349716 4.84891833 4.05806534 0.94200771 0.52697021 10.62063003 3.58588793 4.91931148 9.23320071 4.27079802 2.26396585 2.26396585 11.48578680 10.82390863 11.01013643 10.64290307 11.18847362 11.20823082 8.35354076 8.62138671 7.95487794 9.82390871 10.18995746 9.80311691 11.04236376 3.98642004 NA 10.52652271 7.70690140 9.35248136 10.15026429 9.94202986 8.59308145 13.19410397 10.99459797 4.36829342 10.03742698 8.08920946 14.95524354 10.48409452 0.52697021 0.52697021 1.74940555 7.79377886 0.52697021 9.90430420 7.39735718 8.29075798 8.77333705 11.82791693 9.29627935 9.11036350 -0.05799229 -0.05799229 11.33407899 3.84891833 1.74940555 10.73278568 9.47146042 7.10638392 7.02949264 8.57684106 11.71887416 9.66824804 8.78123380 11.41598931 9.05601959 4.96439863 9.39014617 4.28330694 6.62150979 8.47924835 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 3974 kidney stage iii t3a nx m0 female 2003 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 1.560613e-06 6.936056e-07 -1.7060410 10.4480002 9.3993854 10.3381840 8.5229502 NA 9.4858078 9.9470348 -1.7060410 2.5594184 3.8176949 8.0623160 9.4596667 5.8865892 12.3204821 10.7701183 7.5609182 10.5491601 11.8716784 2.2010065 10.4901188 9.7114567 9.1364819 8.9963043 8.1843959 9.1230614 13.9742163 3.4640539 NA 10.0246017 9.6599073 5.2941318 5.2484438 8.4727964 9.6848378 6.5132997 12.1784929 9.9771262 5.6160606 10.2948359 12.3777771 -0.7058057 10.8108165 8.5795339 9.6702570 10.8513559 9.0143759 NA 8.1396214 3.9665597 10.7655527 8.1583178 5.2828179 10.2564564 1.1361257 9.1319801 7.7224920 -1.7060410 6.0152299 10.3766133 8.6092811 1.6160753 7.0152310 9.9129758 4.0490208 9.0795840 9.4201906 10.5927669 5.9014607 11.6462315 13.0373355 11.0885474 13.3636233 11.0915904 8.3357905 10.2318731 2.6160518 14.7361031 0.2940766 7.7515126 9.8157320 4.5609167 7.4130727 7.4464167 7.6560751 1.7350889 11.3746160 7.7638345 2.4640670 -1.7060410 1.8790784 9.5921941 4.1014904 8.8438586 8.2714117 10.4285578 7.5396846 7.3762808 13.1246468 7.6799937 9.2085168 10.0544357 8.5467969 10.4104722 9.4111252 10.9384385 8.0203500 11.4847279 NA 4.3815949 14.7387419 10.5754820 1.4640409 11.6173271 7.8176936 9.3568523 3.8487181 7.5157188 8.0639693 11.5170773 7.0556826 5.4438785 9.3247987 8.9361833 1.4640409 8.6724264 8.8029166 9.6880583 9.8083524 10.8051429 11.6794170 9.3802678 10.8793288 9.6751337 10.4143694 7.9601960 4.6339833 5.2941318 9.7308430 8.9106805 9.1919771 10.4169595 10.2706957 2.6864557 13.2609974 4.5795362 13.1765835 9.0313789 10.8558968 8.8573279 5.1889508 6.6691714 10.6650913 11.4041254 9.8823777 8.3762804 11.5848762 10.6205610 8.5060199 10.9028484 10.4653083 4.5795362 9.0901550 3.1014820 -0.1209216 -0.7058057 NA 9.2285597 10.1575435 10.2118766 7.3815940 9.4297959 4.5229471 8.5714189 7.0754909 6.1078490 11.3716149 9.7365567 9.5367102 11.7877369 10.5899004 8.7193474 10.0717978 10.1206801 11.2191295 9.4201906 10.5096646 9.3303052 11.1194879 5.8790931 9.1859153 11.2311375 8.9652215 -0.7058057 8.2755989 11.2073950 8.4777668 11.6837629 6.4888877 10.0519383 11.0205626 7.5277514 2.2010065 -1.7060410 9.2541334 7.8847188 10.6389822 10.0901712 8.8996110 11.0431629 6.3439798 10.7461334 8.9243986 7.5060195 10.6560753 3.7859794 3.8790980 9.2934270 4.0754898 7.2100108 4.6339833 3.8176949 4.7203989 3.2010222 10.9632381 6.6428604 7.0950320 9.7222980 5.7138388 -0.7058057 2.9379846 11.2241296 10.2810401 11.3145907 11.1904639 10.3602207 11.2120630 10.1155070 10.0585677 6.0615883 10.7864855 11.0194978 10.0126645 12.4483959 0.2940766 -0.7058057 10.1450997 8.3357905 8.9433878 12.1447501 9.3849057 8.7839794 14.2020080 14.8113703 -0.7058057 11.3947939 8.1632783 12.9433877 10.5274516 -1.7060410 2.1014820 NA 8.1063091 -0.1209216 9.7648311 9.0305333 9.1466611 8.7556110 12.5762064 8.8940444 9.1566295 1.1015156 0.2940766 11.2298491 -0.1209216 1.8790784 9.8352282 9.7663147 7.7182979 7.1919771 7.8525520 11.6243482 9.8601856 9.9532356 10.9037721 9.8295674 8.4065711 10.3102434 4.9122235 7.0186453 9.1559938 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 2430 kidney stage i t1b n0 m0 male 2008 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 5 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 9.016873e-07 3.121225e-07 NA 10.6701656 8.9882805 10.2682503 7.5590757 -1.2736919 9.6118820 7.7170553 -0.2738663 0.6407135 3.9741163 8.2998331 11.2252842 7.6270523 12.3316653 11.3917437 8.7746728 10.8714811 12.0599002 3.5335384 9.6948525 10.2993595 7.9953127 8.2788550 6.8860575 9.1958276 12.1029895 5.8030022 NA 10.3003062 9.6687003 2.4266136 4.6330766 8.3335159 9.4421477 NA 11.0031825 11.0995947 11.1350462 10.4651224 10.1639378 -1.2736919 9.6080644 4.1185009 10.2458220 11.4216316 10.6934120 -0.2738663 8.4056657 1.0480967 10.0571027 7.7261855 NA 10.0430329 0.5211513 8.7513255 7.8451268 0.7262209 6.9209423 9.8885771 8.5431695 -0.2738663 5.8451262 8.7388104 3.5841688 9.2497478 9.4743786 10.0441636 5.9356389 10.4234705 13.3723507 12.0160606 13.7025261 10.8870026 8.5287022 10.3600891 1.0480967 15.0714004 -1.2736919 9.0782293 9.8992382 4.9160084 7.8606121 7.7006006 7.0390682 1.1671652 11.2245364 8.3713219 -1.2736919 0.3111543 4.8961120 9.4074241 5.3260987 9.1217200 7.4844089 10.0011462 6.3036146 7.2180391 12.1008177 7.4091805 8.7705800 12.4878409 6.8910923 11.0571502 8.4091805 10.7247762 8.0615759 10.7848540 NA 3.5841688 14.7116497 9.4326818 -1.2736919 10.8545024 8.1856173 9.4960237 1.0480967 8.0231017 7.8056704 10.6894431 7.0660354 4.4541035 9.0925080 9.4625877 NA 8.5590757 9.1323907 9.0011461 10.0903205 10.0787810 11.5269846 9.8386253 10.7664755 9.5026188 9.9717384 8.6207458 0.3111543 -0.2738663 9.7506328 9.1001385 9.2428707 10.4091804 10.4481393 3.1856129 13.5664719 8.1566383 11.4846172 9.0208066 9.4617418 8.6057691 3.4266271 5.9835728 11.5175522 10.7989883 9.2595154 7.4091805 11.7203093 10.9150837 7.3073866 9.8631768 10.6905267 2.3111543 9.1027670 7.2140257 0.3111543 -1.2736919 -1.2736919 9.5132720 9.9562062 10.2740443 7.8347100 10.4297173 3.6803806 9.0957831 7.9812145 6.1012256 12.0223850 9.6247872 9.7134498 11.6349536 11.2575672 8.6561542 10.2054608 9.7753537 10.8392767 9.3564529 9.6003987 9.3763399 9.0615761 4.2497487 9.1066469 11.2334849 7.5003798 3.4810793 7.3945039 11.8570780 8.8189429 11.5116382 8.4056657 10.0946923 11.0831878 7.2998326 NA NA 9.8169598 7.8320944 11.0011462 9.6413182 8.4300895 11.6681503 7.3260987 10.3671762 9.1249296 7.5653893 10.7905917 0.3111543 5.3408969 10.1825402 0.7262209 6.6450488 3.9356389 4.8525782 5.1012256 1.7261773 10.4587772 5.6687006 7.8733906 11.7543595 6.1954204 -0.2738663 4.6088270 10.8133170 10.2822127 11.4472849 11.4185833 10.0782291 11.4623762 7.7205391 8.7705526 5.8408660 11.4030244 12.9872523 10.2682503 12.3636031 -0.2738663 0.7262209 9.8702066 9.2280228 9.1195761 11.1384909 9.5391652 8.1691293 14.5966950 15.0440046 1.5335633 12.0555617 8.3014793 12.7773097 10.3632634 NA NA -1.2736919 7.3700422 -1.2736919 10.2989049 9.2300115 9.8936038 8.8580429 12.8825059 8.9036053 9.1526182 4.1185009 -0.2738663 11.2819731 0.7262209 3.3111543 9.2250351 9.8535352 7.6210035 4.4266271 8.1753345 11.3349026 9.6767417 9.2922397 10.7773947 10.0605819 10.3906331 11.6244092 5.4020024 8.0771249 8.8399278 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 3989 kidney stage iii t3b nx m0 male 2004 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 7.976465e-07 1.040408e-07 NA 10.4327476 9.4687941 10.0656936 7.5566800 3.8910011 9.3331594 7.7097490 -1.5014428 0.3862591 4.1711107 8.6872770 10.0256764 7.2129341 11.8821225 10.8438163 9.8677402 11.0883394 11.6765749 2.5861402 9.4130734 10.0373622 8.2094948 8.5795056 6.3504371 9.2043207 11.1371242 5.8024698 NA 9.9890378 9.8479695 2.4055840 4.9416322 8.4630289 9.4100803 -0.5012385 11.1531005 9.6208692 8.6736140 10.4561531 11.1264501 -1.5014428 9.2468812 6.1991285 10.6311880 11.1693445 8.9333165 -1.5014428 8.2077718 2.4986849 9.9265249 7.9519590 -0.5012385 10.2464617 2.9956654 9.1737631 7.5566800 -0.5012385 7.8273630 9.4972786 8.1746451 1.0836559 6.1921744 8.9457716 2.3060289 9.3512178 9.7730663 10.1956558 6.0685440 11.8417393 13.0034452 11.3589993 14.0244843 11.0190614 8.4514296 10.3220555 4.0532765 15.8514559 NA 8.7933091 10.3402526 4.7081431 7.6228096 7.8823924 6.6585600 1.9776463 11.4687942 8.3878726 NA 0.8206487 1.4987104 9.5217494 5.8823936 8.2452028 7.6458933 10.4444978 5.1280459 6.8910060 13.2425234 7.6686134 9.1353130 11.9175950 7.0261649 10.4424045 8.0397849 10.8471398 8.1371244 10.8138378 NA 3.3060435 14.3038275 10.2999925 NA 11.9755610 7.6509727 9.1799268 4.7654764 8.6698651 7.7081417 10.6208692 7.6761080 3.8910011 9.5573565 9.3589993 NA 8.5029086 8.5485368 8.9662938 10.5396629 10.8944901 11.6331499 9.6273270 10.1803660 9.4565158 9.7166460 8.1826129 0.4986594 0.8206487 9.9779633 9.0465467 9.8312843 10.2619006 9.9985342 5.1991266 13.8947244 9.5808372 12.4785600 8.8639171 9.9133735 8.5714906 3.9249550 6.6382390 11.0067306 11.1934814 9.6878951 7.0064832 11.5913678 10.6928295 8.2418397 11.1779484 10.8666489 -0.5012385 8.8854023 2.5861402 -1.5014428 -1.5014428 NA 8.9550428 10.2648030 9.7938832 7.8584380 9.3331594 4.0532765 8.9591442 5.3690546 5.5099143 11.7181593 9.8457560 9.3690529 11.6083557 11.1860640 8.7944571 10.3430017 9.8952931 11.1490669 9.1198243 11.1969589 9.6337561 10.5664587 3.0836559 8.7032592 11.2015102 10.4014591 3.0836559 8.5178343 11.5978716 8.6723652 11.4811471 7.9333165 9.8748137 10.7838015 6.5861507 -0.5012385 -0.5012385 9.0455828 7.5808374 10.9379997 9.7424573 8.5714906 11.5401763 6.8823924 10.5406725 8.8440934 7.7466158 10.4521572 2.0836559 4.6885105 9.6754848 0.8206487 8.0874029 5.7748134 1.4454089 5.0836516 -0.5012385 10.8718252 7.1746451 6.7840904 10.2577442 6.0465849 -1.5014428 2.8910108 10.6195741 10.1733219 11.4543382 11.3500469 9.9181217 11.3386793 8.7689835 9.3180691 6.0252260 10.9751813 12.2736812 10.1899956 12.3626809 NA -0.5012385 9.8312843 9.9540155 9.1280449 10.8307248 9.4831067 8.2519051 14.0968571 14.8115712 2.5861402 11.2983746 7.8006191 12.9899777 10.1239404 NA -0.5012385 -0.5012385 7.3965337 0.4986594 10.9260011 9.0104408 9.3621003 8.6686131 12.5107016 8.5940853 9.1559083 1.9581374 -1.5014428 11.2951335 -0.5012385 2.3060289 9.0780043 9.2857746 7.4528260 4.2535733 7.9228543 11.2178632 9.5593842 10.0339636 11.0515974 10.1175326 8.4323790 10.9696013 4.9431243 7.5993505 8.8115712 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 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 2 3 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 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 2.49698e-06 7.976465e-07 NA 10.1604240 9.7338685 9.3679906 7.8606488 0.1463945 9.9118277 6.3736830 NA 1.5451282 4.1160320 8.5557943 8.7512655 7.7781869 11.4851399 9.3179973 11.5749381 10.7022708 11.7701326 0.8833862 8.6248360 10.5311873 7.2859551 6.7060995 5.5948650 9.0054205 8.5529630 6.7263476 -0.4385028 10.0121368 10.1117068 1.8833862 5.0045508 8.3229921 9.5472829 0.1463945 9.8217725 8.7363668 6.3163286 10.5408662 9.4585301 -1.4386983 10.4892190 NA 11.0229204 10.6601311 8.3096337 0.1463945 7.2653450 0.1463945 9.7998458 7.4069312 -0.4385028 10.3974913 2.6649379 9.2946851 7.6855625 3.1464108 7.1907976 8.9929386 7.0850029 2.4683226 5.7009917 9.4178664 3.0849997 9.4735818 10.9372950 10.5351384 4.4921801 12.2052758 15.1395630 10.1078531 13.7285063 10.1078531 8.8329039 10.5702197 -0.4385028 16.6732695 NA 8.1464037 11.7279179 4.6699678 7.4318060 7.9856074 4.7902612 1.2684943 11.5272253 8.2533937 -0.4385028 NA 5.5272268 9.7432144 2.1463945 7.9364807 8.4847685 10.8346538 3.8093733 6.3428001 14.4405934 7.8514598 9.1044727 8.0310831 5.6058351 10.9948152 5.8282279 11.3693996 8.7830280 11.9326731 NA 3.9189968 13.3526548 10.4520853 0.8833862 12.2941384 8.3179973 10.2991108 -1.4386983 8.7854427 7.9494585 11.3094241 8.3428005 3.6489026 8.9908477 8.6725767 NA 8.9112751 8.7684553 9.6180788 9.9991930 10.8706331 11.2789011 8.8479988 10.0033477 9.2241093 9.8703488 7.9981109 2.2618918 -0.4385028 9.8514598 9.4325761 10.0463394 10.2605796 9.5614411 1.7313570 14.0196233 9.7156262 14.1496286 10.6820029 8.7672343 9.7739373 2.1463945 7.0692360 8.3079553 10.2722474 10.5218050 5.2052987 11.2409277 11.2472848 8.2267768 9.4302635 10.8646509 3.0849997 9.8421886 1.3687683 2.0208755 NA NA 7.8164698 10.4562587 8.1834930 8.1798265 9.7094981 3.6907188 8.8526116 4.9189920 4.3943289 12.1214155 11.4310348 8.7162591 11.3798235 11.2597115 9.5178172 10.5497706 9.5810316 12.0713397 9.0167682 10.5185430 9.0662601 10.6955464 -0.4385028 7.7878529 10.9556357 9.3488538 1.8833862 9.6217451 11.3175803 8.0908714 10.7751528 9.7016317 9.8646509 10.8859029 7.8422120 -1.4386983 -0.4385028 9.0976882 6.4803039 10.3947265 10.3058544 9.4817938 10.7812145 6.7854433 10.7092850 8.9288559 8.0023104 10.2227738 -1.4386983 5.7009917 8.7660120 5.3558585 5.9101690 6.6541978 3.2618768 4.6907244 -1.4386983 10.6689850 4.8093681 5.1160278 7.8606488 6.3829594 -1.4386983 3.4194175 10.8839325 10.8197126 11.4178665 11.2906369 10.5792933 11.3234077 8.5083474 8.6620509 6.8064233 9.6167234 11.1191440 10.3037504 11.8180920 4.3687963 -1.4386983 10.3374627 9.1398138 9.4638162 10.2048463 9.8748910 8.7035482 13.9269091 14.1201307 -0.4385028 9.8063995 7.2461544 13.2755792 9.9835057 NA -1.4386983 2.4683226 7.7363668 -1.4386983 10.8223664 7.6489040 8.4788129 9.7968570 10.7941617 6.4440839 8.9602487 0.1463945 NA 10.9929386 2.8093733 2.0208755 10.2093491 9.4463747 6.8235354 1.5614483 8.3832148 11.3659754 8.3816200 8.7769741 11.4690828 10.0781260 6.6382563 9.6686581 4.1346317 7.1944358 8.4178664 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 2782 kidney stage iii t3b n0 m0 female 2006 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 4 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 2.531661e-06 6.589254e-07 NA 10.3313353 10.0311841 10.2879008 6.6476210 5.9012265 9.6651364 6.3338924 NA 1.0107798 3.6709310 8.2894075 10.2215761 6.7692296 11.9421515 10.6049968 8.4650104 10.8763766 11.9687260 3.4299239 8.9704882 10.0504173 8.2388351 7.2954191 5.3280394 9.2207865 10.5946744 4.7430787 -1.6144033 10.0984826 9.6691928 2.0859685 4.8614195 8.6558212 9.4516150 NA 10.3225316 9.3338928 3.4299239 10.6152458 10.1681145 -0.6144033 8.8561846 4.2681724 10.6717946 10.4650105 9.2341487 NA 7.9872964 1.7074364 9.9304902 8.2025093 NA 11.0032158 0.3854863 9.2286617 8.1320401 0.7074364 6.6938647 9.6801464 8.3368105 1.7074364 6.1928806 9.2991631 2.3855139 9.7270445 10.3010316 10.0075776 4.4516134 11.5599615 13.3469302 10.8758752 13.7769036 10.7933246 8.5135200 10.5381274 0.7074364 15.7769288 NA 8.7906671 10.4058113 4.9246843 7.4543042 8.0329841 6.6569882 -0.6144033 11.3798792 7.9427977 5.8612582 NA -0.6144033 9.6095275 1.9704856 8.3742105 7.9439465 10.5845845 3.9401104 7.2528045 12.9268039 7.8367371 9.1520546 9.6411444 7.2589702 10.3378994 7.3014047 11.1553636 8.2357127 11.4246161 NA 0.9704856 14.7066611 10.1892533 -1.6144033 12.0420623 7.9324203 9.5567024 2.9090818 7.8243173 7.9051619 11.3177405 7.1537101 4.4299172 9.3295055 9.0266742 NA 8.3014052 8.9544319 9.4861880 10.3360816 10.9812494 12.0410005 10.0052871 10.2886544 9.3834108 10.2317996 8.5411535 -1.6144033 0.9704856 9.6125399 8.7441769 8.8933203 10.3110802 10.0552967 5.5453970 13.8946203 9.3368105 13.6103565 9.2192065 9.0167027 8.6263172 4.1928806 6.8326090 10.0855318 10.8811309 9.4210122 5.6143447 12.3393575 10.7144811 7.2620422 11.1343475 10.6884502 -0.0294408 9.1814599 5.3280394 -0.6144033 -0.6144033 NA 9.0711505 10.4871732 9.3599404 7.5070596 9.6156182 3.5949784 9.7594784 5.6523115 5.1799409 11.9073715 10.4917615 9.0508616 11.6224368 11.1770956 8.8107416 10.0468585 10.0325344 11.2630016 9.0746502 10.5340023 9.6645559 10.2231537 3.7074585 8.5554508 11.1200237 11.7864585 1.3855415 9.8177283 11.3585055 8.9275901 11.3897462 9.4549755 10.5725685 10.8151940 6.6616499 -1.6144033 -0.6144033 8.0526371 7.3309697 10.4155031 9.9605922 8.8541497 10.7877384 9.7270445 10.4979294 9.0464130 7.3073666 10.2856378 0.7074364 4.9704902 9.7649041 3.4729946 6.2372750 2.2924284 1.7074364 4.4516134 -1.6144033 10.7436274 6.7518480 6.0997707 9.6452690 6.0650057 NA 3.2435015 10.9353104 10.5548244 11.6671660 11.1805507 10.4589978 10.8599922 8.8159782 8.8071066 6.2724413 10.7197990 12.5148892 10.0755237 12.1308849 NA -1.6144033 9.7353599 8.6499682 8.2773093 10.6697715 9.2976665 7.9648416 14.0182370 14.3654421 -0.6144033 10.9686085 7.6235004 12.6414395 10.0902940 NA -0.6144033 1.5554726 7.5352730 NA 10.7009640 8.2294466 9.2112795 9.9539569 11.9381948 8.0057458 9.4869434 2.7778510 NA 11.2223650 2.5554481 -0.0294408 9.6668762 9.5949792 7.5327307 5.6801471 7.3967529 11.4411471 9.9275903 9.0667641 11.0583930 9.6051843 8.2742691 10.4726570 4.7253758 7.0720265 9.2215760 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 3834 kidney stage i t1b nx m0 male 2003 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.144449e-06 3.121225e-07 -1.61131449 9.97484418 8.53440561 10.35929835 8.00318338 2.63640421 9.48979258 7.88438851 -0.61153490 1.06880837 3.24645369 8.41361312 10.46495512 5.83968503 11.82192853 11.03593191 9.25111074 10.60582543 11.76812261 1.97342760 10.07803469 10.22807094 8.21661007 8.93440327 7.33684036 9.24256273 11.94785059 5.61729260 -0.61153490 9.96543020 9.35497903 3.59792442 4.51775441 8.58691858 9.33684081 0.38846510 10.72442202 9.61669090 5.95832999 10.44273858 10.76133855 NA 9.29611528 5.94306333 10.57272902 11.30715042 9.52289985 -1.61131449 8.34702601 1.84791675 10.01235497 7.94689400 -0.02649893 10.66314285 0.71043728 9.07497392 7.66924437 -1.61131449 5.10271691 9.57086780 8.40249409 -0.61153490 6.42189651 8.89031080 2.55839010 9.90417337 9.61307816 9.81997116 6.98838589 11.54385306 13.22338888 11.35947807 14.12426746 11.17167640 8.63640095 10.91619484 3.43286590 15.80188953 NA 8.90318744 9.68079517 4.45456416 7.71040146 7.77649094 7.01052475 1.55841459 11.43167169 7.88909627 -0.61153490 -1.61131449 3.88032309 9.20625665 4.47593442 8.40667357 7.64113920 10.22807094 7.29836689 7.14001785 13.12154179 7.71939019 9.08457164 10.31439880 7.22767755 10.35711143 9.52225784 11.15230830 7.90220083 10.99094040 NA 4.22136671 14.77383037 9.43013261 NA 11.67156185 7.59792665 9.43150074 2.55839010 7.87027285 7.87228949 10.60885183 7.63877184 4.31921328 9.11298729 9.53313171 0.38846510 8.70814550 8.45321630 9.33318555 10.23905106 9.98699122 11.72432157 10.13204571 10.60096984 9.56900436 10.43593825 8.22259690 4.65526023 1.71039319 9.92714742 8.57458785 9.44443372 10.40841159 9.84380064 6.45456251 13.90364970 7.47858601 13.09351183 9.01600734 9.37857751 8.60157767 4.31921328 5.68309287 11.06751369 11.08522373 10.18572968 6.84790548 11.78319474 10.75697998 7.62926481 10.29197875 10.65993651 3.51775441 8.85461129 1.84791675 2.29537039 0.38846510 -1.61131449 8.84688001 9.56090101 10.15913732 7.30435315 10.14289751 5.38847199 9.58875904 9.02509803 5.68722309 11.78788493 9.97249637 9.41776076 11.70983793 10.67156185 8.86825370 10.35100800 9.71826983 11.32290153 9.15085564 10.90417329 9.75887761 9.96354001 3.55840234 9.03593204 11.46094110 9.02884510 3.81473498 8.19568372 11.85467744 9.17065268 11.58661155 8.22452365 10.31773187 10.99649722 6.82726521 -0.02649893 NA 9.32216409 7.42189651 10.99557256 9.57829796 9.24800819 10.90318751 7.02871832 10.42537853 8.93536781 7.42464669 10.38388732 1.38846510 4.43286590 10.12233623 -1.61131449 7.97718832 4.08891329 6.71013141 5.06089908 1.71039319 10.85836960 5.87228949 6.89229873 10.49797774 5.70344128 NA 4.41084308 10.54866010 10.32584735 11.25845279 11.01669117 10.11511741 10.86319341 8.24645464 8.46811815 5.89951402 11.48205612 11.76093047 10.34883746 11.47145412 0.38846510 -0.61153490 10.14960919 9.41707021 9.20145302 10.73498721 9.19984825 7.75041758 14.71711335 15.43334782 3.08890482 12.34919947 8.35041503 12.38318049 10.22215418 0.71043728 0.97342760 -0.61153490 7.19904508 -1.61131449 10.89627306 8.54582053 9.10100050 8.58814569 12.23602026 8.88532726 8.95611591 3.47594090 -1.61131449 11.26652438 1.84791675 1.97342760 8.87027285 9.20785431 8.21343234 6.01052475 7.27721672 11.31828667 9.68251975 9.47062248 11.31272926 9.65350237 9.66692290 10.92472070 4.84182723 7.57582587 9.31551076 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 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 3 7 2 NA 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.548845e-07 1.387211e-07 NA 10.13594856 10.87699089 11.65259445 6.29596358 NA 8.36500439 12.02615152 NA NA 3.68242722 7.51430850 8.47320326 6.72507581 10.91892367 9.43410901 5.37842492 10.46640617 12.00056707 2.94545788 8.26257645 11.21879485 6.65328506 9.04980200 5.90894017 9.62165759 8.35598750 -0.96156382 NA 9.46169082 11.21692849 2.84593157 5.12625017 10.20599297 9.21100246 7.17300147 9.03575421 8.39172176 1.62353915 10.56702896 9.36612744 -0.96156382 5.53042663 3.68242722 9.45431657 9.21848405 7.82647730 -0.96156382 9.22963406 2.36050475 9.32859370 8.39832429 0.03857665 11.53592527 NA 8.34918744 8.31702453 NA 2.03857665 9.41470024 7.89966205 NA 4.62353915 10.02370515 -0.96156382 9.91815811 9.01728530 7.18323341 3.89655280 11.57344431 11.61741925 10.44637369 13.55980721 10.39612684 9.14579182 8.78508917 2.03857665 13.68721331 0.03857665 7.60462884 7.78676754 5.26739347 8.55624431 6.56213708 2.73900556 3.34745306 12.46510169 6.34061924 NA 1.62353915 6.03857446 9.45537243 0.62349233 9.11137749 9.29360338 9.75024187 5.37842492 6.71805470 13.86422932 8.06094284 10.42065840 7.13660668 3.28649677 9.60571340 8.06094284 12.08689142 7.74938141 13.26280268 NA 3.12603123 12.44703729 9.47528637 NA 12.00381801 8.37619660 10.22963406 3.03857665 8.26498720 7.83299062 10.94320944 6.29596358 3.20850165 10.20849982 8.97815415 0.03857665 5.89655522 8.41143980 11.02192481 11.45721808 13.05642717 11.82836116 9.78508917 9.75625124 9.44796573 10.07062063 9.78679286 4.08296651 1.62353915 9.27697953 10.03009670 8.89188454 10.71761500 10.74247846 6.02726023 13.71199435 1.03857665 2.03857665 8.91201897 11.14284596 10.41632760 1.62353915 6.29596358 8.91201897 11.45352427 10.42065840 7.86829784 11.56578793 11.27847164 7.22345055 12.86631450 10.53492934 -0.96156382 7.99041318 4.08296651 4.20850165 2.03857665 -0.96156382 11.96097343 6.96931169 10.29301302 6.83947466 8.94235117 4.76649446 8.99567700 9.70035302 4.31730407 10.41632760 12.18355168 10.29360338 10.49595573 10.03292830 9.39002210 9.35259148 11.54760753 12.62224530 9.32166320 10.54389022 12.30609308 3.03857665 6.17812701 9.80012610 10.44637369 10.33190850 NA 6.47011382 9.77413095 10.03292830 11.62236280 1.36047665 10.97042036 10.81295012 4.16785566 -0.96156382 1.36047665 9.37061135 7.86194234 11.11171224 9.18705138 6.92121732 9.04560214 5.20850165 11.14104929 9.42551511 7.28174924 11.34406661 2.36050475 4.79346415 11.28353325 NA 7.80012594 5.81993381 -0.96156382 7.04980173 NA 12.51164635 3.62353915 8.89655583 8.25532086 10.77012297 -0.96156382 2.84593157 11.10802459 10.43250150 11.53492934 11.41497158 11.40435048 10.18068184 10.14120669 10.57721968 5.44983206 9.13397188 9.36388025 10.73293276 8.53243035 -0.96156382 -0.96156382 9.97521273 8.66793150 9.65052171 10.99204384 9.56507408 8.27219446 11.78508917 14.44295140 -0.96156382 9.42659205 10.96124471 7.88719807 9.42659205 NA NA NA 7.62728946 -0.96156382 11.64382283 9.13397188 9.43410901 10.46850461 11.27219452 9.56702896 8.98953898 1.36047665 -0.96156382 12.08194397 -0.96156382 3.68242722 10.41035149 10.19339291 7.30067012 4.53042663 8.62165777 11.75646542 10.19149344 10.54488245 11.45061536 9.19160756 7.23824709 10.72726224 3.93919836 6.82647730 9.51228062 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 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 1 1 1 1 1 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 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 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 4.161634e-07 1.734014e-07 NA 10.3777549 9.0772280 10.2389948 8.0406760 0.9489746 9.9095573 6.4652431 -0.3729535 0.4466797 3.9845985 7.8630619 9.2772021 7.0575001 12.3028947 10.3283544 9.2609513 11.1027813 11.2724812 3.0193639 10.1758699 10.0112920 9.0289940 8.7994753 6.1189016 9.0353776 12.2627660 6.2781000 -1.3729535 9.7786988 9.5526024 3.5339371 5.4344014 8.5754152 9.5585242 -1.3729535 12.1897673 8.6128899 7.4756710 10.5320588 12.3985374 NA 7.0905719 3.3274862 10.2821313 10.7437167 8.6452481 -1.3729535 8.1816368 4.0864781 10.6089719 8.0616763 0.2120090 10.9503054 1.2120090 8.5173123 7.8534599 -1.3729535 6.1969040 9.7303356 8.6128899 NA 7.0658394 9.0118316 0.6270465 9.6403706 9.9130281 11.3513486 4.3549669 11.9561182 14.2228299 10.5350652 14.1654187 11.0506891 8.9136057 9.4173964 2.8749740 15.8045550 NA 8.3135483 9.9404979 5.0364374 7.9579645 8.1525688 4.7969715 2.5008530 11.8074233 8.1173174 10.5588934 -1.3729535 0.2120090 9.2025872 1.2120090 8.7919547 8.0679172 10.4912340 4.7145093 7.1229025 13.1795369 7.8242644 9.3021228 8.2417577 7.2994736 10.7953847 6.6985102 11.2115407 8.3802645 11.5754152 -1.3729535 3.5812428 13.8413670 9.6924640 NA 11.7050319 7.7224448 9.5819713 7.8462162 8.2362266 7.7118562 10.4950987 7.1892899 5.8749764 8.9668979 9.4311789 NA 7.7563308 8.3515616 9.4889102 11.2839196 9.7158361 12.0459322 9.7793328 10.4404283 9.2681965 10.8078895 9.0569985 0.2120090 -0.3729535 10.1058175 9.1525688 9.7576957 10.1849902 10.0166792 5.0193639 13.9531613 5.1506084 11.8740853 9.8063350 10.0193653 9.2481840 3.5339371 6.4279480 11.3395749 10.8239573 9.6652810 8.0595900 11.6541816 10.9028814 9.8618653 10.0118316 10.5636858 0.9489746 9.4220160 3.6270465 NA -1.3729535 NA 9.7601902 9.9450257 9.5150300 7.8510494 9.4010361 3.0193639 9.7296797 9.3292205 5.7038648 11.7524614 10.0145267 9.2091899 11.1664491 11.1557462 9.1023356 10.0118316 9.9008436 11.5066311 9.2914951 10.4772347 10.4908470 9.7224448 2.7145093 8.3170458 11.0590677 9.3943137 1.4344014 9.2054301 11.7670788 9.0364388 11.2751808 6.6100415 10.2339157 10.9345334 5.6043264 0.2120090 NA 8.4488217 7.5488889 10.0401470 10.2686481 8.7303356 10.4488219 7.6128899 10.7033691 9.2618589 7.2994736 10.2780995 -0.3729535 5.2120090 9.4912340 0.2120090 7.3852714 2.9489746 6.4527700 4.6494143 -0.3729535 10.8714118 6.9262557 5.9216696 9.8246086 5.7505476 NA 2.6270465 10.6305658 10.3166092 11.1365755 11.1253985 10.4476258 10.8621646 8.7856575 9.7626994 6.6511909 10.9385124 11.1383064 9.8038444 11.2794448 NA 0.2120090 10.1969035 9.0289940 9.0997386 10.5790610 9.1248998 7.7894391 12.7376128 13.9098468 0.2120090 10.3025640 6.6194203 12.9416312 10.2030598 -1.3729535 0.6270465 NA 8.2025872 NA 11.0548976 8.2269607 9.2306742 9.2727063 10.4360121 8.5985915 9.3954390 0.6270465 1.2120090 11.1151391 0.6270465 0.9489746 9.5096909 9.1911974 7.7145107 4.0864781 7.3819357 11.3279211 10.1138829 10.0080500 10.9011348 9.6216559 7.1388001 10.5138876 5.2659919 7.1700793 9.4416304 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 NA kidney stage i t1b nx m0 female 2010 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino 2 3 2 NA 1 4 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 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.855239e-07 3.121225e-07 -0.5409881 11.3316557 9.7385914 10.8464597 9.1987615 5.6684340 9.8110243 10.3014254 NA 3.4688700 5.8165332 9.0681597 7.1454818 6.3658710 12.2968059 10.6841883 9.8121277 11.0690829 11.5576709 3.7809085 9.5596432 10.6623289 9.1766574 9.0476954 3.9184149 9.3154064 13.4195259 5.4362618 0.4590119 10.4688094 10.2981846 5.7069090 4.3658745 9.2501437 9.3926714 2.0439394 11.5183253 8.6659953 5.9019240 10.6055495 11.5166342 NA 7.6238881 8.5437893 10.4985854 9.2631119 6.1732254 NA 8.4841204 3.7069062 10.0644604 8.2855294 NA 10.1936904 3.1471601 8.5517379 7.8977729 1.7808980 7.1800802 9.1136169 8.6997723 1.7808980 7.6488055 10.3052548 5.2403410 8.7741305 10.0116499 5.2403410 7.1454818 9.2468833 11.8558532 9.6635521 13.6515048 11.4301651 9.1472311 8.3837933 3.7069062 14.5765428 2.7809190 7.5250697 9.3385641 4.7443818 7.3718698 7.5250697 5.3416229 2.9184053 11.5270873 9.2436484 5.0736917 3.9184149 3.6289019 9.0919761 NA 9.7695936 8.6364002 10.8115761 3.9825464 7.1869016 13.6138781 8.0846899 9.9932837 5.8683707 9.1296372 10.4246352 8.2759643 11.1936904 8.8831470 11.0969641 NA 6.3044709 14.4000743 9.6049131 NA 10.8956924 8.2695526 10.3926715 7.5831023 7.5779220 8.0364099 10.6884005 7.5464438 3.5464377 9.2966088 9.2288187 2.2663368 8.0439432 8.1834945 10.1180848 10.7536016 11.0297853 12.2403262 9.5895513 10.2493293 9.5477691 10.6061858 8.4756779 2.7809190 3.2663368 10.1515963 9.7820357 10.1410976 10.3223928 9.8925663 3.6289019 13.9084519 7.4978997 10.2783616 9.6276530 9.8296682 9.4992705 4.6289077 7.6087279 8.8512984 11.3017240 11.0481638 5.9825419 12.0705544 10.7627616 10.4283674 5.7627607 10.6811720 2.7809190 10.3621020 3.3658745 8.8405237 1.4589594 NA 9.9548359 10.3270317 9.7673199 7.6781494 9.0009487 3.8512993 9.0865147 4.6684369 5.9825419 10.9908496 11.1375810 9.0231303 11.1238725 10.5946902 8.6635521 10.4985854 10.4526269 12.1785836 9.3044709 8.7069083 9.1715078 8.1834945 2.6289135 7.8894334 10.9019244 3.0947428 2.0439394 7.4071726 11.1397799 8.3169616 11.3048629 9.8307575 9.5556960 10.8143320 7.1732264 1.0439744 NA 8.0846899 7.2403401 10.1715078 10.3146280 9.8967329 10.6653848 0.4590119 10.6768962 9.5223759 8.6289059 10.7051276 7.1243168 5.0439438 8.4044246 2.9184053 5.9825419 2.9184053 2.7443764 2.4589856 NA 11.3684990 5.0439438 6.0439438 9.5033477 6.5450633 1.4589594 2.9184053 11.3056465 10.1073385 11.5250700 11.0197913 11.2489220 11.7698776 9.4276477 9.3339621 6.6416732 10.1962282 8.7718638 9.3385641 10.5490933 3.1594193 -0.5409881 9.9805813 8.3076038 9.4674095 10.2735633 9.5477691 8.7988308 11.3707473 11.2803562 -0.5409881 9.6023641 8.2821571 12.7904577 10.4419744 NA -0.5409881 0.4590119 7.6137990 5.4813474 9.9357270 8.5570129 9.2647248 9.6549682 11.3874992 9.4014954 9.4535888 -0.5409881 NA 10.7610485 3.5464377 2.0439394 9.6720851 9.0846896 7.6289055 8.4014952 7.5304430 11.8691672 9.9697450 10.0240829 11.0792007 10.0544434 4.4131743 9.7650425 5.9329305 7.2337683 8.6853929 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 972 kidney stage i t1a nx m0 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.21381e-06 5.548845e-07 NA 9.8489186 9.1856191 9.4242623 8.0641268 NA 9.6749750 7.8130821 -1.2260037 1.3347971 4.1664262 7.9465355 9.2149774 7.9440332 12.5881899 9.7957822 9.6772369 10.6513922 11.5517744 4.5289963 9.2898080 10.0297269 8.8143979 8.3534239 5.5155737 8.6536913 11.6651323 5.5020282 NA 10.0721707 10.0196608 1.5814477 4.2976683 8.2739541 9.5709588 2.5814718 11.2927613 8.1599707 8.8442290 11.2110799 11.5858842 NA 9.8871991 4.5289963 10.3496474 9.4134487 8.9402713 -1.2260037 8.2619482 3.0220304 10.5075472 7.1534862 1.3590713 10.8173645 -1.2260037 9.5737379 7.4917842 1.5814477 5.4034654 8.8813251 8.2003729 0.3590713 7.0595099 9.1338576 NA 10.6379073 10.4904989 8.8969360 5.2498397 9.6305025 14.3468084 10.4973424 14.5519799 11.1203448 9.9346098 10.5978734 2.6809994 15.5935763 NA 9.1294592 10.0756043 4.9238575 8.0455713 8.8760838 6.3888181 2.5814718 11.2389091 8.2298465 2.0960257 NA 3.7283015 9.3296560 3.1664262 7.9440332 8.2108199 10.6066026 6.2253193 6.6133121 12.5657798 7.9515278 8.0005201 7.3851333 8.5054273 11.2927244 7.2457837 10.9107789 9.4224658 11.9192442 0.7740807 4.9835637 14.8042148 8.2376325 -1.2260037 12.8782154 7.9713245 10.2134196 6.0687288 8.2273786 7.8956419 9.9327178 8.1749876 4.1316636 8.1749876 8.8681858 0.3590713 9.2809116 8.3609480 8.9402713 10.9405851 9.6974355 12.0889604 9.1982744 10.1272550 9.1674987 10.4952074 9.3208387 1.7741229 1.7741229 10.3449126 9.7085361 10.3382576 9.5701477 9.0756043 4.7048443 14.3716661 10.0226287 13.3944998 9.2659612 8.4341040 9.8988757 2.6809994 6.5942873 10.8033954 9.6809987 10.0675798 5.6689247 11.6206328 11.2211914 8.8826327 7.9614601 10.7319357 2.6809994 9.8672154 4.7513887 1.5814477 NA -1.2260037 9.6297553 10.3548378 8.3814383 8.8171356 9.5853143 3.6320937 9.4025538 4.1316636 5.2659619 11.9474730 10.8819791 8.1621254 10.9984113 10.6227311 10.0336337 9.9602224 9.2538884 12.3507106 9.0125128 9.9908541 9.5011778 8.7839369 0.3590713 7.2779336 10.7409740 9.2506317 1.0960594 10.2695484 11.6785546 8.4447644 9.7563887 8.6274175 10.5970772 11.2518664 6.6133121 2.0960257 NA 7.8321001 6.1749876 9.4840535 10.2674632 9.3132669 10.6881195 8.0362027 10.8508770 9.5298303 7.3961603 8.9440332 -1.2260037 5.7627926 8.8388509 NA 8.2759452 3.2976757 1.7741229 4.6567538 -0.2258349 10.7066920 7.0778892 6.1491476 9.9589834 5.4641062 0.3590713 4.3888164 9.9263930 10.5546479 11.0764615 10.3929524 10.8095946 10.5493068 8.0479037 7.9931071 6.2012947 10.6506251 11.0672924 9.9700954 10.3851329 1.5814477 NA 9.3674993 8.6367453 9.8054647 9.8787070 9.4500652 7.9713245 13.6850787 13.5225107 -0.2258349 10.1583523 7.4636870 12.9727834 10.4260567 NA NA -0.2258349 6.6869977 NA 10.6301601 7.1877361 9.2709620 10.2749500 10.7166226 8.7077988 9.2878850 4.3888164 NA 10.6922260 2.2335507 2.0960257 10.6113418 8.8280340 7.3286974 4.3590713 8.1094985 11.1453402 8.8956416 8.2498416 11.2759453 10.0765129 7.9289263 10.2863548 5.0220348 6.8721405 8.5223010 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 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 3 4 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.323268e-07 1.734014e-07 0.3128975 10.6649828 9.1159940 9.9603977 9.0678269 3.5353314 10.1008418 7.5808495 -0.2719489 1.3672033 5.8260094 8.3826128 10.5707200 8.5921629 12.0091824 11.0248930 9.2613066 11.9630935 11.9660830 5.0855309 9.8751817 10.3390016 9.3035162 9.1202941 7.6646151 9.1833041 12.7319716 6.2978315 -1.2719489 10.2676203 9.8777239 4.8154371 5.5734654 8.4626863 9.5851802 1.5353563 11.2784831 10.4153525 9.6348675 10.3348447 11.2064937 -1.2719489 9.5027638 7.9591981 10.3504863 10.7957473 10.1357757 -1.2719489 8.6865296 2.7279858 10.2627660 8.4249443 -0.2719489 10.5713522 1.6444562 8.7203062 8.2258287 1.8978987 6.5671803 9.9337700 9.0588936 0.3128975 6.4626871 9.0283293 1.7279640 9.3390015 10.5473576 9.1594745 5.6227957 11.8946640 10.9900717 11.1657289 13.8897386 10.9069528 8.7358031 10.1807328 3.5353314 15.3041954 -1.2719489 8.4911893 9.2466299 5.2515373 7.2902189 8.0041013 6.6527891 3.4116703 11.3171598 9.2473871 9.3223013 3.1874035 3.5859600 9.5417580 4.8572595 8.4626863 7.7419975 10.2318026 6.0855288 7.2825658 13.0344658 7.5983414 8.9190361 10.4465097 7.2593582 10.6962980 7.6527891 10.8107912 7.9447226 11.1988898 NA 4.2198268 14.1141424 9.0145347 NA 11.8156054 8.4895281 9.9705555 4.1202939 8.5592842 7.9971033 10.9797551 8.0248931 4.0133819 9.3241666 8.9982722 0.3128975 9.1646882 8.9483553 9.5695412 11.0736593 9.8751817 11.6256597 9.9276491 10.7048988 9.4986406 10.1797031 9.3444613 2.0499095 -0.2719489 9.9319365 9.0499049 9.6478160 10.5878998 10.2313057 6.5545259 13.8086694 7.9398654 11.5561133 9.2047230 9.8410678 8.1812477 3.9759053 6.5797262 11.5501493 11.2288187 9.8789933 7.5797255 11.5561966 10.5628428 9.0833280 7.8853236 10.8443208 3.1874035 9.1369434 6.6044939 2.8978987 -0.2719489 0.3128975 9.9215022 10.1955824 9.7503446 7.8903683 9.8039440 7.4353361 9.7859685 5.6937601 6.9931229 11.7786758 9.8991536 9.3888641 11.6944823 10.8121208 8.7134061 9.8891087 9.8572598 11.2200803 9.1106008 10.1646884 9.6550140 9.1874085 1.5353563 9.0986643 11.2325476 9.4273323 5.4284171 7.9526778 11.5880938 9.0932057 11.2483499 8.4405038 10.1573836 10.9134718 6.8675283 -1.2719489 -1.2719489 9.5207672 7.6408660 10.7023914 9.7357049 8.8777240 10.7713459 6.7223308 10.6825367 8.7123953 7.7023916 10.3884185 2.4284104 4.7052591 9.6734206 2.1874194 8.7641504 3.8572644 4.9759053 4.2515373 1.5353563 10.6723229 6.0317569 7.5223924 11.3260293 6.4651909 0.3128975 5.7166617 10.9573965 10.3058776 11.7651805 11.3566501 11.7468724 11.3899775 9.1719564 9.6002053 6.0883409 10.9573965 11.9126972 9.8611190 12.0168429 2.1874194 1.3129555 10.1579066 9.3555108 8.7152410 10.6198592 9.2037102 7.8312648 13.4507310 13.8793502 0.7279640 10.7290331 7.5050350 11.6171005 9.9325480 NA 0.3128975 1.3129555 7.8572601 -1.2719489 10.7497341 8.9675753 9.8384602 9.5385484 11.6659023 9.1341819 9.1436868 5.2978334 -0.2719489 10.8617612 2.4284104 2.1874194 9.2902193 9.7791857 7.8233736 6.0678258 7.8338850 11.2875929 10.1106009 10.2402234 10.9316307 10.1142488 9.0866280 11.4441532 5.3153416 8.1563369 8.7321973 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 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 1 1 NA 1 4 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 11.80860374 9.63703000 10.04721813 9.08651019 1.51096192 9.64988271 6.77316031 -0.48903808 2.14090951 5.65052332 8.82271931 9.95857084 8.03649179 12.03293935 10.98518390 11.33990076 11.44613597 11.72923143 4.12568416 9.83289903 10.11922582 9.19484277 8.81817184 6.87291492 9.12935644 11.58494508 7.12568106 NA 10.37438290 10.02321764 3.83290014 6.11088311 8.39666728 9.33194768 -0.48903808 11.55809483 8.53749449 9.11181303 9.85082098 11.47386695 NA 8.13667999 2.51096192 10.05834748 10.20663419 9.65944760 NA 8.10902356 2.59843667 10.33075087 8.28904827 -0.48903808 10.32259046 2.98604680 9.15398819 8.16381570 -1.48883561 7.95805443 9.88655350 8.89683340 3.15482621 6.89034941 9.31039829 0.09599191 8.85193358 11.08651019 10.39208490 5.85969877 11.79428073 12.14078287 10.88301980 13.13816279 11.03795911 8.29069026 9.60306733 3.46516476 15.66332511 NA 8.88383614 10.38249121 5.27915553 7.39055420 7.56353874 4.98670218 1.31834577 11.36076694 8.96701726 5.25243837 2.09592442 -0.48903808 9.39055420 2.83289001 8.36272016 7.73013927 10.29437848 5.72042349 7.37515675 13.31363875 8.16739556 9.32795452 9.30050449 8.09028712 10.71775335 7.67336208 11.19155025 8.26919402 11.01355417 -1.48883561 3.03453268 14.16471172 10.57941334 -1.48883561 12.66246322 8.63250452 9.54025825 4.36894990 7.74698518 8.04430067 10.90167734 8.66071795 3.90328898 8.96424151 9.05206750 NA 8.36272016 8.91504817 9.71064322 9.83177149 10.79839476 11.59651311 9.60834465 10.42834300 9.35253520 9.95184012 8.76258369 1.83289001 1.51096192 9.21919273 9.25916372 9.86483459 10.77100838 10.40313423 6.12568003 13.31495065 10.37940772 12.84928949 9.72164232 10.18339632 8.47819728 4.92036000 6.59312067 10.17675098 11.19133045 10.52882328 7.22177753 11.19854130 10.36817445 8.24059149 9.40957232 10.51484017 2.21141721 8.94674548 3.31833130 0.83293051 1.31834577 0.51096192 9.98213811 11.44852866 9.75473989 7.52219781 8.96360330 4.21140943 8.53472541 5.56625197 6.23889192 11.47675521 9.78534915 9.42161359 11.55758341 10.79810610 8.49400711 10.00832385 9.98721085 10.93250983 9.03551257 11.18648700 9.38364576 10.78971075 2.41786601 8.22349785 11.12660059 8.10258675 0.51096192 8.40995008 11.34583699 8.64282790 11.51255505 8.40427261 10.00732545 10.67241774 6.33114984 1.51096192 -0.48903808 8.44022926 7.73255820 10.54988995 9.96424151 9.20184187 11.03575751 9.37360819 10.68032603 8.59577926 8.28411015 10.54576986 1.09592442 4.79637452 9.67964301 1.09592442 8.31187090 4.92036000 2.68088692 4.18339917 NA 10.99529039 6.76363598 6.05012944 9.78593138 6.39153403 0.09599191 4.59843667 11.06436022 10.02173511 11.50762093 11.29744479 11.57655535 10.79695103 9.19133045 9.81013314 6.55186358 11.07845173 11.70495822 9.81246710 12.34859887 1.51096192 1.51096192 10.10762654 10.06027427 8.65944760 10.73497265 9.48825088 8.52917128 13.47327955 14.75392171 1.51096192 11.23974178 7.61144906 13.44553720 9.95546829 -1.48883561 -0.48903808 0.51096192 8.27584235 -1.48883561 10.90760515 9.23377856 9.62080155 10.05303542 11.58125963 8.98264626 9.08829586 3.97040274 NA 10.97398437 1.97041195 3.51097457 9.14940673 9.70017769 8.05400297 4.68089817 7.71309503 11.32033715 9.92089216 10.21703522 10.85387896 10.07800480 8.05786558 10.90516562 5.93328700 8.12751979 8.76599944 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 963 kidney stage i t1b n0 m0 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 2 5 1 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 1.040408e-06 3.121225e-07 NA 11.25656366 9.39718645 10.36621608 8.97277076 7.09690697 9.20409620 9.06789116 -0.04260539 1.23829773 4.44921139 9.08147705 10.28097348 5.31490675 11.86893492 11.13009566 8.40856667 11.31243142 11.72657368 -0.04260539 10.72512627 10.20883802 8.23580507 8.65952823 6.58671221 9.00992377 13.04912161 6.19576098 NA 10.22531277 9.71807559 3.27927813 4.81533462 8.59398041 9.30829488 1.54230758 11.49481674 9.42903090 10.07694530 10.23406164 11.87547353 NA 9.33673394 9.84457632 10.06260948 10.73871541 9.91880541 NA 8.15457258 3.48091135 10.39458756 7.92602255 -0.04260539 10.06244569 3.09158137 9.17101888 7.71890682 -1.04275399 8.08406001 9.99146686 8.83999863 3.41678571 6.68527582 9.40443888 6.59397966 8.71224325 9.74688931 9.77433936 6.31490856 12.70630637 11.63969193 11.10169524 13.29699693 11.09338554 8.60301428 10.75339528 2.12727008 15.81447407 NA 8.75014588 9.05538765 4.44921139 7.55354559 7.72884498 7.10710302 1.54473266 11.15917328 8.20136284 7.90864060 1.95735747 5.52721112 9.50328552 3.20528302 8.90718241 8.07369975 9.94461968 5.92313967 7.25197656 13.28167687 8.60301428 8.91155198 10.26227729 7.77113684 10.73831363 8.74851859 10.99798784 7.86724846 11.57688790 NA 9.23231611 14.65836424 10.73912517 -1.04275399 13.02663759 7.04481812 9.16924407 2.86425549 7.06588031 7.84305235 10.86912210 8.35396059 4.27928556 9.25082731 9.98802283 -1.04275399 8.39614750 8.76148674 9.48189729 10.00038288 10.41883507 12.05787018 9.24275778 10.62180299 9.74933246 9.71474574 8.04744187 2.12727008 2.12727008 9.60661193 7.85217367 8.67503221 10.54560182 10.40081722 2.27929299 13.22165164 7.08663836 11.53643582 9.25082731 10.04282816 7.86424620 4.57206504 6.79655882 10.91952869 11.31628153 10.19336987 8.00992377 10.99158030 10.60211323 8.86724877 9.85444486 10.75258361 1.95735747 8.78958124 6.60840712 2.12727008 -0.04260539 NA 10.12163414 10.60391439 10.14903182 7.05538765 9.42437018 3.12728660 8.38362049 5.99077792 7.49263114 11.77353935 9.46217464 9.33130841 11.18135734 11.67524622 8.71057228 10.13539802 9.77753462 11.16375960 9.12226271 11.07888918 8.79182677 7.39198419 4.08663942 8.33239511 11.51098496 8.25091942 3.76470708 7.38370429 11.12257676 8.41268289 11.96473340 9.41678718 9.93892295 10.76712375 7.54607027 1.27929299 NA 8.71057228 7.86724846 10.28266115 10.10010092 8.63154778 11.05308234 7.43308881 10.68976478 8.74688947 8.58671221 10.61690561 0.95732032 4.12727834 10.43814582 -1.04275399 7.37098376 6.28827181 2.27929299 3.95735747 -1.04275399 10.66557735 7.03417169 7.05011311 11.32010221 6.32734605 NA 4.16681184 11.01973916 10.36196504 11.36435783 11.24333574 10.42750613 11.25684991 9.02881803 9.64466135 7.01258432 11.40650430 11.93820925 9.82231557 12.23522420 NA 0.54230758 10.09882416 9.07759364 8.87621886 10.83156860 8.78549203 8.41678740 14.72248634 14.07686423 5.48091781 11.75602998 6.53092753 12.97842237 10.31820271 NA 0.95732032 1.76472831 8.41678740 0.54230758 9.83238308 9.15825421 8.96718417 8.36886654 11.93874458 8.19814689 9.23349170 2.41678571 0.54230758 10.32695299 2.76470708 4.20528302 9.14964857 9.71890682 7.76148674 6.51194395 8.36674665 11.29218760 10.00924428 10.76591766 10.66687036 10.13850796 8.28153598 11.26569468 5.04248238 8.13974984 8.51002473 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 755 kidney stage i t1a nx m0 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 4 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 1.144449e-06 4.161634e-07 -1.3356992 10.9757526 9.6415681 9.7517509 8.6429986 5.0566052 9.5794206 8.3279707 -1.3356992 1.8050860 5.0393271 8.7303774 9.8584293 7.3331732 12.0667672 10.3573394 9.5659092 11.0352452 11.6531503 2.9122091 10.6458554 10.8994048 8.9357511 8.3836771 6.5469315 9.0207400 13.2712716 6.0566052 NA 10.4468768 9.8608902 3.4716427 5.6300734 8.3420075 9.4250081 -0.3356992 11.5905841 8.7922824 9.9038867 10.2872550 11.3029503 NA 9.4032247 2.5711671 10.0102477 10.3781042 8.0905528 -1.3356992 8.2227089 3.5222692 10.5358083 7.9817008 NA 10.1989557 2.0455828 8.6413105 7.7464371 -1.3356992 7.8761762 9.9833957 8.4812719 3.2492481 6.2417163 9.5957643 3.6184853 9.0119096 10.1339299 9.9583343 3.9496937 11.4149113 12.9372094 10.7520824 13.2753705 10.6465687 8.8254199 10.5230462 2.2492633 16.2042799 NA 8.1237195 10.2808370 4.6184853 7.3153398 7.7032073 4.3922075 1.3104565 11.3697045 9.1964979 5.7517502 1.6643008 2.9862107 9.7350799 3.0566009 7.8931067 8.7141366 10.3054367 5.7935708 7.1072317 13.7234213 7.6387023 9.1349471 9.4183405 8.0393276 10.5561667 7.1917650 10.7045778 8.4603277 11.4345390 NA 6.1154994 14.1489222 10.3464048 NA 12.1422993 7.9334145 9.9252076 4.8140376 8.9038867 7.7384294 10.1750522 7.6387023 4.2789958 9.0019100 9.2492505 -0.3356992 8.2530027 8.5606206 9.4099624 9.8335868 10.7967878 11.6832515 8.9850885 10.6035000 9.4955952 10.0333401 8.5788078 1.2492633 -0.3356992 9.8882898 9.1206425 8.9929630 10.4065976 10.2977374 4.6415691 13.2704041 9.9663558 12.3778894 9.9409940 9.4772675 9.1298546 5.0218395 6.7249844 9.9444788 10.8404613 10.4776685 7.1359637 11.3356058 10.8522587 7.5711785 9.1460875 10.8070333 2.9122091 8.8023807 2.5711671 2.4716557 -1.3356992 NA 9.6543920 11.2087696 9.6315143 7.9122157 9.4295411 4.6415691 9.3313996 6.3367136 5.8140351 11.5402294 9.3287353 8.8713025 11.3718629 11.6047852 9.0621017 10.3638605 9.8657995 11.6627022 9.0768578 10.6451417 9.5307943 9.5704271 1.2492633 8.4924245 10.8713024 6.7934681 1.2492633 7.7703276 11.1824494 8.2863401 11.1301096 9.6977111 9.8360904 10.8550387 8.2284378 1.9862289 NA 7.9098409 7.3507889 10.4712404 10.7307137 8.8822456 11.0002367 6.7884090 10.8405579 8.6699126 7.7222795 10.6454986 -1.3356992 4.8342106 8.7688870 -0.3356992 6.7357510 3.7086839 2.3647405 3.8342157 0.2492633 10.5685463 5.0566052 6.0130155 10.3447355 6.0206955 NA 3.4191748 11.4798715 10.4639745 11.3716472 11.0286964 11.1382475 10.7337378 8.5771773 9.2063526 6.7215217 10.9169535 11.2350925 9.9163621 12.5110517 -1.3356992 0.9862289 10.4542293 9.1103374 8.9450590 10.4225113 9.6894276 8.2053847 13.2171973 14.2716762 0.6643008 11.1443209 7.7431063 12.7037213 10.3612556 1.9862289 -0.3356992 NA 7.8516404 0.9862289 10.9146487 8.3819647 9.0447493 9.5003384 11.4047013 8.7728127 9.0931088 2.2492633 -1.3356992 10.6709648 3.4191748 2.6642780 9.6713153 9.5575897 7.4489232 5.1720834 7.5950254 11.3320649 9.7793318 9.5476950 10.9476659 10.0165247 7.5003384 11.0950020 5.1780931 7.5681697 8.7623202 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 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA NA 2 5 1 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 10.4655961 9.2887182 9.9958184 7.6306144 9.4364188 9.8502923 8.5868248 1.3826673 -1.1376478 3.6197299 8.3842959 10.9432925 6.2826918 11.9048479 11.6477994 7.7174386 10.5657904 12.2561309 0.1602748 10.4325353 10.9065287 7.4701496 8.3252011 7.1413858 9.2263835 11.3397888 5.2335430 NA 10.5454377 9.7841758 3.0347616 3.5299958 10.5756840 9.1047623 1.7452373 10.6431023 9.2981393 5.0831283 10.3640501 10.9312335 -1.4246877 9.6561493 5.8791127 9.9536267 10.8285884 8.7502574 -1.4246877 8.2495240 3.8607344 10.0464990 7.6942729 1.5753123 10.8076208 1.8972792 8.4074781 8.1008526 NA 7.2442163 10.1236721 9.1973836 1.7452373 4.9503704 8.4761986 3.6197299 9.4495447 8.9162945 9.6968653 8.2495240 12.4269725 13.5778392 12.2339896 13.3424300 10.6818948 8.5149109 10.9452017 2.1603071 15.8583568 NA 8.5163792 9.2055990 4.4579751 7.4941948 7.8791127 7.6441101 2.1782047 11.1987561 8.1841409 3.6197299 0.5753123 4.2757744 10.0270581 2.2757818 9.2110499 8.1789581 10.0969323 6.9633493 7.4941948 13.0844264 7.7750044 8.8208845 10.0010722 8.3859034 9.9938381 9.8380140 10.7713191 7.5668540 10.7518167 NA 7.7502574 15.1827777 11.4820345 0.8972404 10.3875091 7.4018804 10.0042154 3.5753365 7.9611944 8.1451873 11.0104812 6.4333134 4.2191918 9.2635821 9.5914436 1.1602748 9.0306591 8.8279971 9.6059989 10.3513535 10.8277015 11.5111120 10.0586438 10.9062487 9.9783438 10.1057382 8.5846285 2.3826949 1.1602748 9.5533271 7.5781470 8.1621718 11.0818874 10.5112335 3.0347616 13.2460434 3.6197299 6.0671848 11.0674354 9.9350813 8.9361789 3.7452588 6.5178457 7.5809565 11.5402141 10.2160287 7.0671848 11.1107579 10.8833864 7.5031102 9.7805142 10.6769793 4.4333134 8.6823394 9.3566916 5.8791127 -1.4246877 NA 10.3525872 11.5820085 10.4852249 7.2512892 10.6831472 8.2477571 9.5273450 8.5439985 6.1008536 11.8459191 8.7527513 9.5207756 11.4574017 10.8639096 8.9273753 9.9692584 10.1437630 11.5411161 9.4897169 10.3842960 9.3377138 9.1817369 2.2757818 9.0841169 11.5220554 7.8155985 2.1603071 6.5716070 10.9495562 9.1508711 11.7966168 9.6333235 10.7499455 11.0497983 7.2548123 0.1602748 -1.4246877 10.0520780 8.2530514 10.6661058 10.0661827 8.5016278 11.1351869 9.5900497 10.6785967 8.7835663 8.2912937 11.2290726 2.3826949 4.4579751 10.5508216 NA 8.1375742 5.6942729 2.0347792 5.0015951 1.3826673 10.4572105 7.1973838 6.8745400 10.6197260 6.1005404 NA 3.9328832 11.0596512 10.3231052 11.6297666 11.2080999 10.3377139 10.5682701 8.3117338 10.1173674 5.8194587 11.7566394 12.2852772 9.8532004 12.3681221 -1.4246877 1.3826673 10.5053298 8.9492845 8.7326786 11.0146432 9.0841169 7.8017439 12.8745398 15.2253457 1.1602748 11.9048479 8.0649389 10.6684192 10.5461567 0.1602748 0.1602748 -1.4246877 7.6627944 NA 9.4180828 9.3210061 8.9708660 7.8745400 12.0780393 8.3402035 8.8859446 8.2809642 0.1602748 11.4214098 2.0347792 3.7847866 9.0357877 9.8955683 8.6851626 6.8089513 8.1356647 11.4966149 10.2818278 10.3975043 10.4889692 9.8736923 9.3517648 11.5202269 5.2995744 7.8537811 9.0781636 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 male 2010 NA yes 70 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 4 4 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 10.6517036 9.2445560 10.0997184 8.4824200 1.8385484 9.8542575 5.8163923 NA NA 3.6040951 8.7015109 8.4650027 5.3495245 11.8343309 9.5637595 11.6459187 10.2066336 11.2918344 2.5166456 8.7138525 9.6536267 8.3400027 8.4325152 4.0401998 8.9470881 11.8399719 4.5610328 NA 9.8719867 10.2698524 2.5166456 4.1604927 8.4384767 9.3683847 1.5166203 11.2564162 8.0323356 8.9408019 10.1285826 11.2761078 NA 9.3304168 6.5827246 10.8346135 10.1685843 6.7740240 NA 8.3175356 3.5166330 10.2385892 7.3683851 NA 10.4257787 0.5166203 9.3110514 7.7880984 2.5166456 5.9260255 9.6536267 7.9429003 3.3239897 5.9923696 9.1676873 0.5166203 9.0382362 9.7550404 11.3280104 2.9760703 12.6198415 12.6215619 10.1658918 13.5081575 11.7945042 9.0845918 8.9217770 4.2715228 16.0933266 NA 7.7212065 11.4903330 3.6865566 7.5773314 7.4824200 5.3239897 1.1015828 11.4999856 7.6659761 0.5166203 1.1015828 2.5166456 9.5719181 3.7645585 8.4737378 8.1423445 10.6212344 4.3239897 6.6865608 13.8034821 8.1202617 8.8272484 8.8564856 7.9132407 10.5300700 7.8249746 12.3350181 8.6277713 11.5386566 NA 4.9089522 13.5735265 10.2614695 0.5166203 11.5994500 7.1532602 8.8408163 3.9760703 9.1819717 7.7358044 10.6971664 8.6840539 4.1015997 9.2914226 8.2715233 NA 8.7478570 8.5610297 9.6977879 9.9449957 11.4351263 11.6935287 8.8453106 10.3012705 8.9089531 9.8317853 7.9106265 0.5166203 0.5166203 9.8475526 8.8226973 10.0902829 10.3977496 10.1559764 4.1015997 13.3586913 11.9629436 13.4441358 9.1128255 10.0635300 9.5947865 3.7645585 6.0084891 11.6606565 10.9632021 11.1872919 6.6251594 11.3519479 10.8089573 9.4280276 11.2517685 10.9014194 1.5166203 9.3863991 2.5166456 1.1015828 0.5166203 NA 9.2291627 9.8486722 8.7138525 8.1313456 8.3846249 1.5166203 8.4053789 4.3746153 6.3290052 11.6481711 10.1586873 9.1015981 11.3530805 12.1221152 8.9239033 10.2690163 9.8949305 12.0587002 9.0124907 11.1895029 9.1109603 7.1015986 2.3240041 7.4766377 10.6549074 11.1714417 3.7645585 9.9427011 11.4780853 7.8475523 11.2351685 6.0244305 9.9954052 11.0288822 5.8385636 -0.4833797 NA 7.2239949 6.7550398 10.3045382 10.8725373 9.9832219 10.3223795 5.4708329 10.7422528 8.9616505 7.7260887 9.4340077 1.1015828 5.2445560 7.4824200 0.5166203 7.4114534 1.1015828 2.6865678 3.8385686 1.5166203 10.9822020 3.3239897 5.3992771 9.7200080 5.3623752 NA 1.1015828 10.7120079 10.5759801 11.4284021 11.1062868 10.2938909 11.2943019 10.2656670 9.8158322 6.8877592 10.3328194 10.0644942 10.0528829 11.7460553 3.4235244 NA 10.0798319 9.5334440 9.3175356 10.3831419 9.3589861 8.2547277 13.9478067 12.3278096 -0.4833797 10.4451540 5.8511319 12.8405348 9.8840504 -0.4833797 NA NA 7.2781865 -0.4833797 10.5201536 8.3239906 8.5987846 8.7406372 11.1414311 7.0712242 9.3829717 1.1015828 NA 11.9000699 3.1015997 NA 9.9408019 9.2222680 7.1386875 3.6040951 8.0204616 11.2593661 9.3823690 9.6027718 11.2581026 9.5692038 10.0104910 9.5124027 2.8385686 6.4354986 9.2963551 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 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.664654e-06 6.242451e-07 -0.4552179 11.3446601 9.7903241 9.7046427 9.0732255 5.8846223 9.4843506 7.5394078 NA 2.4136482 3.8667003 8.2434763 9.2145423 5.7831764 11.7846683 10.3412167 9.6381890 10.7864567 11.4677274 0.5447821 10.5007845 10.2268882 8.8290171 9.2171968 6.1813968 9.2338957 13.7339783 6.0205044 NA 10.1989599 9.7071627 3.6322333 4.3779150 12.3752866 9.5905311 0.1297446 12.1616648 8.0955183 9.0653900 10.2180805 12.5490797 NA 9.8021593 5.9793989 10.0386269 10.0902186 8.3521264 -1.4552179 8.3391873 3.9710377 10.8165263 7.7493425 0.1297446 10.4234853 1.4205632 8.8812780 7.7735902 1.8667102 6.2862380 10.1423584 8.8621842 1.5447821 6.4089581 9.8768079 2.2452218 8.9252325 9.6734103 8.9034228 3.1886225 12.7566574 10.8712009 10.5338110 13.3847625 11.0245517 8.6868787 9.7253022 2.1297446 15.6283339 NA 7.7831764 10.4050825 4.3261346 7.4426168 7.4456382 6.6637118 1.4650864 11.6135497 8.4309710 9.7296467 1.1297446 1.1297446 9.7109345 0.5447821 9.4182155 8.8068663 10.2220507 4.4755065 7.1668229 13.9422789 8.1465422 9.4501584 9.8728854 7.6714760 10.5374796 8.5206195 11.3086062 8.3326739 12.1186553 -1.4552179 4.1297364 13.4503935 10.6788769 -0.4552179 10.1165241 7.2207285 9.2382583 5.8393928 8.9100002 7.7196968 10.5650569 7.0205044 5.0525681 9.5105557 9.2260099 -1.4552179 7.9605134 8.5601865 9.8951582 10.0737138 10.7014866 11.9704620 8.7021183 10.6027632 9.5091123 10.0225297 7.7366698 1.8667102 5.3129555 10.1736726 8.7615173 9.6441653 10.5482893 10.4293236 3.0683269 13.6522746 9.5206195 12.9131415 9.8109724 10.3804271 9.3513211 4.9877165 7.5726775 9.7308856 11.2822301 10.6095142 8.4486532 11.0996744 10.8728853 9.0021523 8.8812780 10.6467471 2.1297446 8.9156114 3.4027495 5.1886264 -0.4552179 -1.4552179 9.9295552 9.8080407 9.7885405 7.4151358 8.8983154 3.0041957 8.9360151 5.6637118 7.1820487 11.4335147 9.5946200 9.3334897 10.9265847 11.6219210 8.9773134 9.7681698 9.8156507 11.1786748 9.0326114 10.7046428 9.1940277 8.0545463 2.7926888 8.1976163 10.8697958 8.2556296 1.7147071 8.4956920 11.2996589 8.1146268 11.7153225 9.3253113 9.8542479 10.5997148 7.2624482 2.2452218 -1.4552179 7.9877148 7.5306131 10.0565241 10.7134436 8.3792423 10.3808217 6.3965209 10.6084834 8.7370641 8.4531640 10.3432432 NA 5.4636355 9.0800468 0.5447821 6.6740538 1.8667102 2.4516727 5.5447728 1.3521370 11.0892530 5.1741267 6.0916660 10.5323197 5.7921291 -1.4552179 2.6322449 11.6257555 10.5647096 11.2557930 11.1991837 10.2096631 11.1947012 9.8039262 10.0118369 6.2506793 10.6679229 10.6568851 9.9039719 11.5193653 NA 0.1297446 10.1590211 9.4554141 9.0693131 10.8179842 9.3902614 8.5263388 14.2938552 13.2304510 3.5447697 10.7560514 6.7799242 13.1574672 10.2043215 -0.4552179 -0.4552179 NA 8.2794810 NA 10.6252559 8.9710362 8.7687732 9.3681386 11.0935933 7.6945188 9.6921100 2.0042137 -1.4552179 10.9368205 2.2452218 1.7147071 9.5313245 9.1022350 7.6894299 7.8393921 7.4960564 11.4623300 10.0245517 10.2220507 11.1103495 9.4977674 7.8890671 10.4312301 4.9039059 7.4182153 9.1269135 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 male 2012 NA no NA kidney clear cell renal carcinoma 46 1966 black or african american not hispanic or latino NA NA 1 1 5 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 9.8561379 8.9361297 10.6464969 6.6916067 -0.3744489 10.1347971 6.9543266 0.2105136 -1.0758241 5.7023334 8.1012503 10.8310047 8.4344810 11.8809881 11.1088288 8.8531330 11.3198748 12.2419509 5.1646777 10.6733224 10.3444778 8.0869965 8.4085153 6.8591372 8.9819688 10.5628907 5.2254292 NA 10.3102655 9.9880088 3.5324042 5.1646777 8.7418610 9.4328717 0.9474791 10.7525440 10.2034177 5.6589398 10.1412168 10.9656452 -1.3744489 8.9395337 5.9830688 10.1183715 11.2224054 9.8103922 -1.3744489 8.5621550 2.4328793 10.1093326 8.4456957 -0.3744489 10.5359498 -1.3744489 8.6916060 8.3920456 -1.3744489 6.2328468 10.1877593 8.6255167 0.9474791 7.5263834 8.9349932 1.9474417 9.6671761 10.7564091 9.2693731 5.0349068 12.2822635 12.3651920 11.6892490 13.3281766 10.3903885 8.2475687 10.8561378 1.4328525 15.1594093 NA 8.5112134 9.6848613 5.3120189 7.9224334 7.9896516 6.5621554 2.3248394 11.5711436 8.5463759 NA 1.9474417 6.0931228 9.7209139 3.9109149 9.0359683 7.6198700 10.3862368 6.6534227 7.0726000 13.0233920 7.6862127 9.1781860 10.4698303 7.6835084 10.2548599 9.3198749 10.2612350 7.6862127 10.7099931 NA 3.1490805 14.4155344 9.7991940 0.2105136 11.7418609 8.4662947 9.8525311 2.7129699 8.2979420 7.6969793 11.0839235 7.3014742 5.1173709 8.8519292 9.4576158 4.8349690 8.6056566 8.8202738 9.4280333 10.1198726 10.8725543 11.3283800 10.3298528 10.6216373 9.6212841 10.4126032 9.4600354 NA -0.3744489 9.5716922 8.7612261 8.3433647 10.8137967 10.2498555 7.3294205 13.2894641 7.1293428 10.3346007 9.7790689 9.0433694 8.3737095 3.6699112 7.0684602 11.1979803 11.1441700 9.1510376 6.5081592 11.4193701 10.5610503 8.2603278 8.4772661 10.3259566 2.5324167 8.7370570 7.6616905 3.6255160 NA NA 9.5884129 11.2189080 10.0946499 7.6283318 9.7418544 5.5203342 10.3610730 6.2979416 6.5433072 11.7907380 9.9558736 9.1539710 11.9260125 11.0509951 8.5970603 9.7676240 9.8793644 10.8313102 9.2067175 9.9378327 9.5376577 11.4332743 4.6916067 9.1791462 11.0357032 8.2236253 -0.3744489 8.2109489 11.3250894 9.4304546 11.4132154 9.3371839 10.1258608 10.7076659 7.1253628 -0.3744489 NA 9.6297373 7.4958814 10.7976319 9.4496800 7.9609072 10.9250112 8.2585119 10.6026286 8.7853884 7.5443803 10.7009961 -1.3744489 3.9830666 10.2589663 2.2104824 8.7676240 4.3259548 1.9474417 4.9292987 2.4328793 10.7379564 7.0391450 6.9519467 10.2607816 5.8959521 1.2104512 5.3937011 10.8993125 10.3665624 11.5241183 11.3949415 11.8867303 10.7979444 8.5970603 9.7112283 5.5855184 10.9603488 11.7480214 10.3728707 11.8274876 -1.3744489 1.4328525 10.0491581 9.0005564 8.0349079 10.7637887 9.4480878 7.4296478 12.7045850 15.3038694 0.2105136 11.6461496 7.8541191 11.8977093 9.8440801 NA 0.9474791 -1.3744489 7.9016411 1.4328525 11.0282625 8.8543355 10.0205154 9.7998184 11.7637887 8.4183072 8.9065542 5.0178328 0.2105136 11.1372696 NA 1.6255043 9.1273542 10.1598198 8.0601452 6.0092217 7.5913009 11.2212406 10.1298394 9.7631484 10.5138797 10.0997501 9.0890413 11.5545903 5.5680321 7.6616905 9.0971920 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 365 kidney stage iv t3 n0 m1 female 2010 NA no 90 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 4 4 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 1.17913e-06 3.814831e-07 NA 10.59684777 9.86420813 10.25947694 7.51292531 1.60601575 9.42993267 7.53779692 -1.97880458 -0.15521265 4.02107102 8.10986042 9.00477833 7.27845968 11.67402918 10.40720413 10.33140102 11.48370228 11.66999148 3.69349811 9.88215912 9.98937903 7.83485340 7.33622179 5.14001376 8.84364316 11.50513986 6.26424554 NA 9.96101870 9.66718092 2.48049780 4.49712692 8.50589530 9.62284307 -1.97880458 10.81873379 8.91891778 4.06546891 10.20811496 10.88796477 -0.97880458 9.30300235 5.78262349 10.13155553 11.18236158 8.87516140 -0.97880458 7.87594037 2.97526332 10.05311799 7.91133626 -0.97880458 11.00293376 2.20851726 8.86440439 7.65042854 0.60606315 6.43046259 9.71673545 7.98685630 NA 6.48459736 9.33395521 6.80570647 9.48918706 10.50388019 11.38548049 3.85396572 12.79287631 11.30647444 10.44471344 13.75180769 10.91380472 8.42940214 9.55391512 3.02107102 16.39745202 NA 8.35757883 11.00869150 4.91588894 7.02669716 8.01401042 5.23052583 1.81602620 11.38998786 8.07804831 NA -0.39403164 5.02107102 9.79832761 5.86656185 8.57181899 8.43046301 10.73596170 6.24989090 7.67749697 13.62840253 7.83485340 9.42248511 9.27551043 6.22564319 11.08329383 6.94291324 10.91588998 8.32941112 12.12665340 NA 3.15034846 13.26029780 10.94216933 -0.39403164 12.93648481 7.73874892 9.05449525 6.02107325 9.26603057 7.74387980 11.65077035 6.47228305 3.69349811 9.49020528 9.07906391 NA 8.51192300 7.88370939 10.06921854 9.77595968 11.12091312 11.77481547 9.83164389 10.40126268 9.26186362 10.20563773 8.85323438 2.48049780 -0.97880458 9.75026817 8.66312399 10.07201936 10.23478403 9.97344941 5.86027505 13.44543537 7.74729072 13.11556234 9.67705010 10.38383797 8.69879182 3.48049780 6.78594413 10.74601231 11.14745407 10.06101942 7.24748420 12.03772646 10.75641672 8.08581500 9.95180953 10.77991999 -0.39403164 9.25876623 4.63578341 2.10852446 -0.39403164 NA 9.01117609 10.14583970 9.30184299 7.60038796 8.79505194 3.60603945 9.21459767 6.04897723 5.26899947 12.16373775 10.73981917 9.21521336 12.16509310 10.93433567 8.89577702 10.19506161 9.95991661 11.55379342 8.54952633 11.19802451 9.93952559 11.81284562 2.48049780 7.57949320 11.03979401 9.96212718 3.19099405 9.74154316 11.86007911 9.28081553 11.88118927 8.74814185 10.53257782 11.09102540 7.03509270 -0.97880458 -1.97880458 8.40153320 7.14519342 10.21428949 10.08311841 9.25109275 10.93489660 7.92042908 10.70063808 9.21398148 8.30184277 10.12730801 1.02105325 2.77595655 9.31684108 5.96358741 6.52489740 2.41337745 1.72150391 3.77435485 -0.97880458 11.07296086 5.39611153 5.24989280 9.28785872 5.60468220 NA 3.23052583 10.70165154 10.40315586 11.25004119 11.12763515 10.44471344 11.39175961 9.43099357 9.28045645 5.95558947 10.62261094 11.21752064 10.22442019 11.96843522 -0.97880458 -0.39403164 9.98865870 9.59235089 8.96724759 10.65166695 9.44786120 8.17462413 15.53541643 14.90255666 0.82838786 10.20191377 6.57305030 11.96331180 9.74131647 NA -0.97880458 -1.97880458 7.60227277 NA 10.60886615 8.87905325 9.02950092 9.37697382 12.47170356 7.53874146 9.17695302 0.02105325 -1.97880458 11.41312126 1.82842849 0.02105325 9.99153772 9.27963820 7.34974742 4.28785641 7.31339371 11.83815580 9.90714981 9.96065143 10.34946668 9.93832123 7.65588344 9.69791088 4.38266725 7.25947682 9.45413599 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 male 2010 NA no 90 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 5 1 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 10.0370041 8.8957728 10.4406797 7.0991100 -0.1135669 9.7644616 5.3985317 NA -0.4416344 4.9738730 8.6556974 10.3252024 7.8171480 11.7138857 11.2366132 7.6346034 10.6080795 12.2741587 2.5493735 9.6069400 10.9385258 6.9380729 8.0036208 7.6323649 9.3348710 10.0053517 5.4409987 NA 10.1019436 10.1140265 2.9453080 4.2791890 8.0242554 9.7193007 4.5302643 10.0289431 10.2747867 2.8864136 10.4333051 8.6666771 0.3014706 9.9120116 0.6233987 9.8613031 11.8798208 10.1594291 NA 8.3928837 1.3014706 9.5570669 7.8713040 1.3014706 11.0401104 2.0901421 8.7529168 8.1152294 -1.6985294 7.8406067 9.6086489 8.5011206 -0.6985294 5.3126761 8.3526570 0.8864331 10.0306440 9.3021525 9.6959108 8.7659938 11.0244563 14.2094419 11.5807685 13.8862932 10.8040314 8.6894655 10.8330733 1.6233987 15.6035961 NA 8.6040869 9.9587666 4.8250122 8.1840913 8.2068351 6.6633916 3.1409095 11.1638918 8.5434909 -0.1135669 0.6233987 4.9453034 9.8741484 3.8250122 9.7588290 7.8560370 10.3523170 7.4125834 7.5398528 13.0664752 7.9326252 8.9551890 10.4934326 6.2262600 10.2941918 10.2483544 10.2574612 7.7150759 10.5661839 NA 7.9774053 15.3231655 11.2938554 2.5493735 10.6523873 8.0496411 10.2057064 0.8864331 7.5084627 7.1055796 11.0255356 6.9198335 3.8864136 9.2556445 9.7140179 -1.6985294 8.5880059 8.0778812 8.9507043 11.1168314 11.3497647 11.6900574 10.0365809 10.1909521 9.8328296 10.1748922 9.0408828 2.2083300 -1.6985294 10.1512442 8.5914670 8.2188204 10.8821778 10.0575874 0.8864331 13.5865613 3.5493735 5.1962647 11.1106133 9.7557474 8.4912727 2.6233753 7.8386663 9.1168315 11.3708979 9.5874282 6.4863234 11.5800515 11.0602959 6.3729103 11.1410456 10.6032301 4.1088004 8.3501259 8.5133364 1.4713956 -0.6985294 NA 10.3137235 10.7376391 10.2589129 7.7001921 10.0178089 9.1886687 10.6900036 10.6819092 6.0088073 12.1735458 9.4819790 9.4300870 12.0039455 10.5148561 9.1330721 9.8817067 10.5641302 11.3484016 9.2150854 10.0999199 8.9879487 8.3553740 3.3014413 9.3928834 12.2226382 9.3642566 0.8864331 5.7063344 10.9473316 9.3265877 11.5461093 9.6468533 10.7754075 10.9870730 8.0663196 -0.6985294 NA 10.2384541 7.5302666 11.0905741 9.6346034 8.3431071 11.0040537 8.1932316 10.4818111 8.6959107 8.3140725 10.9870730 3.7608809 3.2556518 10.5793167 NA 6.8976374 5.4409987 2.6233753 4.7108395 1.1088255 10.8313666 7.0088073 6.3567301 10.6540433 6.6016638 0.6233987 5.0018878 10.7865227 10.1264069 11.2815877 10.9524998 10.6859620 9.5752437 7.7731234 10.3490185 5.5366964 11.1106133 11.7244327 10.1426193 11.8986860 NA 0.6233987 10.3410526 8.8338041 8.8171480 11.0840840 9.1264069 7.9931915 12.4458674 15.0968410 2.0018743 12.3920568 7.9797664 10.6797430 10.0864919 -0.6985294 0.6233987 NA 7.8655978 -1.6985294 9.7690537 9.3607927 9.6451890 8.6222488 11.8864106 8.2483546 8.9785775 4.9453034 -0.1135669 11.1477221 1.4713956 3.9738776 8.9623353 9.8333169 8.2943864 6.2901332 8.2844415 11.3504458 9.7634391 10.3865886 10.6631178 10.1019436 8.5446222 11.5816389 5.5690779 7.9326252 9.1817970 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 155 kidney stage iii t3b n0 m0 male 2010 NA no 80 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 3 2 3 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 6 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 2.011456e-06 7.282859e-07 -0.4868125 9.9583004 7.9727173 12.6606496 9.4962792 3.0982511 5.9727179 8.5749537 NA -0.4025880 0.5132886 8.8329577 7.1643378 2.6832024 12.2482069 11.3520956 7.4499237 11.6956800 8.5604096 0.5132886 5.0051395 6.9808913 7.6528371 6.0831410 3.2137205 9.6113177 14.4887754 8.1131983 NA 6.0051395 7.8664326 1.5132886 7.4020289 12.4839308 6.7031104 -0.4868125 9.3093251 9.6857131 2.3206291 9.0446671 9.6981610 NA 7.2880724 1.8351965 10.8980694 11.7949259 7.1571418 0.5132886 10.9189590 -0.4868125 7.0755284 9.5175060 NA 8.1499102 3.0982511 7.8620137 6.0524442 2.9727110 6.6113170 7.2067721 8.2240919 1.0982174 3.8352167 7.4848293 5.5132854 10.3358565 6.6630329 11.0514745 3.5132886 9.9023792 8.1535308 9.7765548 12.5480846 12.6619211 7.4905653 9.7870813 2.9727110 12.9537655 NA 10.0745735 11.7774350 4.1571407 8.4351264 4.7612108 8.6630329 NA 10.6322267 5.3365262 17.1661236 0.5132886 NA 6.0051395 1.0982174 11.0161174 5.7612135 9.8631197 6.3461751 4.3206435 10.5453313 9.2015358 10.7415031 9.1243103 8.2513778 10.9739923 8.9520775 11.7803649 6.8352142 10.0397849 -0.4868125 6.8796078 15.8228686 10.8614605 3.4201725 8.6981608 4.8708381 8.9416457 2.6832024 10.5874271 7.0831410 8.8124937 8.4410635 5.1279964 9.6541154 10.9045292 4.4674817 6.9562286 6.6731564 7.4905653 8.6060428 9.8044563 11.6077889 11.6835237 7.9098907 6.7324537 9.8719368 6.7860552 2.6832024 -0.4868125 6.8352142 6.7129575 12.9592057 8.8597994 8.5439528 NA 13.2578041 2.3206291 10.3270669 6.2275312 10.4869830 5.7227392 3.6832136 2.6832024 10.3302692 12.1415033 8.4291648 4.2137283 12.4315358 8.7635842 11.5245129 8.8686368 9.1714971 7.5189104 9.8495132 5.5356549 6.8883256 NA NA 11.4373558 6.5132854 10.3125673 4.6007455 5.8660796 3.0982511 3.4201725 0.5132886 2.6832024 9.6668377 10.8335221 9.7706735 12.8691873 8.2946456 6.2275312 9.5356535 9.1945239 8.5161007 8.7683144 12.3671800 10.0669149 6.9562286 1.5132886 7.9437379 12.9900318 9.8662670 6.0368484 5.7421032 12.6910166 10.0091407 12.1741729 6.0368484 8.5712775 8.7031100 4.2137283 1.5132886 NA 8.8419605 5.7421032 10.8402768 6.1857100 11.6306040 11.9570062 2.5132886 7.1992257 7.3270666 7.0755284 10.1261541 NA 1.0982174 11.3278681 NA 6.3206399 3.8352167 NA 5.9727179 NA 12.4873417 6.7227392 3.7612108 8.2614786 6.2681724 NA 0.5132886 8.0289857 7.1927653 10.0378274 9.9551923 7.2547528 10.3117574 8.8216248 6.0108984 3.5069573 12.2589600 9.8686368 12.0063905 9.8785145 -0.4868125 NA 8.1786215 11.9900318 10.9247966 11.4179203 5.9727179 8.9706665 13.3152970 13.5961831 4.1571407 13.1417312 8.9436128 13.6546744 8.6322268 NA NA 3.9056012 7.2206443 NA 11.8038805 8.8102018 9.5522047 6.0831410 12.0331675 10.0640324 8.6807038 NA NA 12.7227390 2.9727110 3.6007455 6.9562286 9.5604095 7.2946456 8.6348190 4.6007455 10.8785145 7.6218101 9.2326744 10.1901242 10.1453720 7.7469053 10.0151229 4.4388118 6.9808913 10.9034545 7.6113177 -0.0042929 -0.0042929 -0.0013858 0.0000000 0.2626300 0.2549600 0.3785000 0.2160600 0.0192410 0.0192410 0.0192410 0.0119580 -0.1157400 -0.6906100 -0.0042929 0.1577100 -0.1429000 -0.1429000 -0.1429000 -0.1429000 -0.1429000 0.0000000 -0.2682900 -0.1584800 -0.2661200 -0.2802500 0.2160600 -0.2744500 -0.1931200 0.216 0.216 0.248 -0.030 0.252 0.252 -0.267 -0.193 -0.283 0.241 0.241 0.000 0.000 -0.270 -0.270 0.218 0.218 0.000 0.000 0.481 0.481 0.253 0.203 0.158 0.158 -0.142 0.000 0.000 0.000 0.000 0.000 -0.280 -0.280 0.255 0.255 0.886 1.045 -0.280 -0.280 0.000 0.000 0.216 0.216 0.248 -0.030 0.252 0.252 -0.267 -0.193 -0.283 0.241 0.241 0.000 0.000 -0.270 -0.270 0.218 0.218 0.000 0.000 0.481 0.481 0.253 0.203 0.158 0.158 -0.142 0.000 0.000 0.000 0.000 0.000 -0.280 -0.280 0.255 0.255 0.886 1.045 -0.280 -0.280 0.000 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 26 kidney stage i t1 n0 m0 male 2010 NA no 90 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 5 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.629662e-07 4.508437e-07 NA 11.3391348 8.8417467 10.3393074 7.2645618 5.5771508 9.9645539 7.2176766 0.6322682 0.1861202 3.8022139 8.3229899 10.8766573 6.7112443 11.8868497 11.2066978 9.0966350 10.3908498 11.9671254 1.8953414 10.1329361 10.2862134 7.5246843 8.2232546 6.6590940 9.3396525 10.5786237 5.2645627 -1.6896599 10.0025450 9.7733788 3.1683532 4.0917252 8.3145860 9.6072815 -0.6896599 10.6252318 11.2563578 9.0459213 10.4989542 10.4335168 -0.6896599 8.8417467 8.1241466 11.1142947 10.9745904 9.3798152 NA 8.5783225 3.0652449 9.5185997 7.9065551 -1.6896599 10.6134811 1.7081872 8.4977173 7.8240932 NA 6.6277775 9.7192259 8.3547594 -0.1046974 5.3871798 8.6255149 5.5295336 9.8363755 9.5075820 10.1345286 6.9827906 11.0865887 14.5676980 12.0750297 13.7078395 10.6560478 8.7646338 10.9058560 0.3103401 15.8936539 -0.6896599 9.0254693 9.8250795 4.7026852 7.9685769 7.9685769 7.1807297 1.7446778 11.4774699 8.1605991 5.9968655 -0.6896599 4.8953269 9.4702367 5.0108067 8.8270502 8.2947838 10.4661324 6.6635126 7.2962078 13.1673258 7.6095733 8.9296682 11.2048042 6.9397214 10.0720454 8.1273490 10.4486372 7.9916040 10.9390388 NA 2.0108156 15.0493152 8.9415424 -1.6896599 11.8600297 7.6875758 9.6061342 0.6322682 6.6635126 7.5535394 10.7949366 7.5343667 3.7697929 9.0467674 9.6158571 NA 8.0950003 8.5523486 8.9739235 10.7018774 10.6443592 11.5412250 9.9442687 10.4328699 9.8620737 10.2051832 8.2438052 0.3103401 0.6322682 10.2583675 8.7292720 8.8915659 10.2703673 10.0958179 4.4188916 13.7362369 7.7840714 11.6535511 9.9139917 9.5463796 8.5403857 2.7697929 6.6590940 11.2725384 11.0572995 9.0810293 6.6367943 11.0876823 10.7761868 6.9250749 9.8910950 10.9754792 3.0107977 8.9070583 4.1177200 3.0652449 -0.1046974 NA 8.8533972 10.2025287 9.9296684 7.8514617 10.1297222 5.9028213 9.5606638 6.1807307 5.7558757 12.0733702 10.2180071 9.3533925 11.5673111 10.9805790 8.8659132 10.2547114 9.8432083 11.4452729 9.1424642 10.8500089 9.3971651 9.7605456 4.1432546 9.4370698 11.6120045 10.9843745 3.1683532 7.8994173 11.8112073 9.1088373 11.3814925 8.8427212 10.2032876 10.8077183 6.7069698 -1.6896599 NA 9.8485542 7.6613042 10.9107429 8.8859047 8.5523486 11.3252576 7.5319522 10.6289703 8.8934481 7.2292284 10.4896525 2.8953220 4.5582921 10.3591928 -0.6896599 8.3777996 5.7112443 3.7697929 4.5957662 3.3103692 10.7695408 6.1683472 7.1899491 10.3978282 5.7737274 -1.6896599 4.1683452 10.6246653 10.6615806 11.4260593 11.2185703 10.1826554 11.4905854 8.3355051 9.1289476 5.9185842 10.9808004 11.7561562 10.2707294 11.5334621 -1.6896599 NA 9.9605195 9.1361191 8.9000166 10.9533196 9.2119866 8.2112322 13.8164870 14.8963548 2.5582921 12.1317407 8.1463844 12.2241897 10.1096469 -0.1046974 0.3103401 NA 7.2112322 NA 10.5063527 8.8456409 9.7016090 8.1128815 11.8796276 8.5582929 8.9108822 2.7697929 NA 11.4527916 1.4802651 1.8953414 9.1209369 9.8663923 7.5794917 5.1930068 7.9342470 11.1770647 9.8957975 9.3958379 11.4774699 9.9623140 10.1108609 10.9429062 5.2026332 7.5511568 8.8141912 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 female 2010 NA no 100 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 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 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 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 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.254218e-06 3.814831e-07 0.8634628 10.7149288 9.8676605 10.7808120 8.0216291 -1.7216583 10.1499978 4.2585038 -0.1365372 4.3057225 3.6360329 8.2728308 6.6316238 5.9649785 12.0307536 10.2485833 10.6227734 9.7768281 11.3119005 3.0858325 7.5476041 9.8272994 8.0097967 7.8615603 3.6004006 9.2435403 13.4781498 2.7379030 NA 8.4038910 8.7379091 5.6878697 4.4683031 8.2742444 10.1969681 0.2784606 10.6857453 7.2180565 3.1853750 11.9682571 10.6697211 NA 6.3606259 7.0663799 10.0974591 8.0483152 8.6049071 0.2784606 9.0038437 4.0598398 10.2682268 9.1618844 NA 10.5015742 -0.7214204 10.4699192 8.7552238 4.2092116 5.9649785 10.1664596 8.4964352 2.2784903 6.9151026 10.2532506 -0.1365372 9.2514573 7.9402554 8.2032902 2.4483988 10.1109523 9.4383488 10.0110690 15.0417547 13.0888483 9.4781499 7.8311463 1.8634231 14.9974785 4.9649761 5.8483325 11.6781560 5.2326723 8.2557575 8.1732954 3.9223311 1.7007060 11.1594002 7.0272746 6.8176360 NA 3.3659444 9.0753283 NA 10.3622892 8.9375816 10.4799889 3.5264069 5.9995761 13.3929112 8.2018049 8.9420356 5.4976475 8.6772210 10.7834181 7.7902299 11.7516759 9.9875613 12.2331282 -0.7214204 5.3228728 12.9602100 9.8321068 3.2326761 11.6151235 8.3105233 8.6238826 6.2151155 9.6082739 7.3791401 11.6964618 7.7047420 5.2092155 9.3915684 9.8282622 3.9223311 8.1239677 8.5192687 9.4064718 9.8502301 9.7000164 12.8023592 9.1695016 10.5525644 8.9232351 11.1670305 9.0111028 2.2784903 0.6003649 11.7116717 9.5638798 10.6664948 9.2911021 9.6915766 1.9789278 13.4985157 8.8662549 10.2841021 8.4781499 9.0055471 9.9662906 3.7047392 7.8596783 6.2032893 11.6750823 9.2791818 4.5072936 12.3640520 11.4730805 12.5556922 7.8986975 10.9085171 2.6004125 10.7727281 -0.7214204 3.5264069 NA NA 10.2869061 7.5192690 8.6183275 7.8746673 10.2159837 1.4484253 8.5228412 3.7379139 9.1542267 10.5305516 10.3695823 8.7471017 11.1382064 11.3211629 9.5862476 10.5589583 9.9082895 12.1794386 8.7120630 8.3283262 9.0063979 8.8020394 1.2784606 4.6360271 10.4833543 6.0179197 1.8634231 8.5156994 10.9169134 7.8272995 10.6499819 7.3283258 10.4307624 10.8416738 6.4927970 2.6707950 NA 6.9005287 6.2092155 9.9187224 10.1062172 11.1509600 10.0590172 2.1853591 10.7724555 9.8821038 7.9754450 9.0890492 -1.7216583 5.5730988 7.0954614 2.6004125 3.6707950 -0.7214204 5.7379084 0.8634628 0.2784606 9.7104974 2.2784903 5.7131047 8.0148797 5.9533048 NA 1.0858325 10.7934381 10.5075968 11.0755310 11.2455236 10.4605615 12.0480055 10.4552740 8.3751928 6.8031754 9.9710930 7.5958900 9.2564729 9.2261145 -0.1365372 -1.7216583 9.2217249 8.3378221 9.6144261 11.8712849 9.4370873 9.1192555 9.4812136 11.3534552 -0.7214204 8.0906550 6.4250715 11.0661761 9.3269644 -0.7214204 0.2784606 NA 8.2614711 0.6003649 10.1172914 7.8311083 9.0890492 9.8610900 11.7617895 8.5638796 10.1615102 0.8634628 0.2784606 11.8431034 2.9789095 0.8634628 10.7245269 8.8137530 6.5024786 3.9509069 8.0383659 11.6215244 10.0712678 8.6491649 11.0472821 9.0680111 4.0858325 8.5580881 3.9318249 6.7047420 9.0753283 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 female 2010 NA no 90 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 7 0 0 0 0 2.219538e-06 9.710479e-07 NA 11.082083027 10.225333502 10.323772438 7.912600768 7.331618341 9.184244584 8.536385164 NA 0.740452698 3.839022337 8.350864504 10.029303932 6.572625958 12.049379665 10.942917495 10.183831738 11.159269353 11.703349915 1.412781525 9.305297748 9.909608866 8.349393145 7.216886484 4.562504986 9.029303794 13.213654940 6.289271955 NA 9.768106066 9.962058479 1.412781525 5.562501933 8.932391349 9.376373742 -1.587272661 10.895058849 9.103626146 4.622209995 10.503859818 10.689461053 NA 9.994897032 4.056609538 10.281963284 11.963742256 9.439969850 -1.587272661 8.624643412 2.220113225 9.929439955 7.836921391 -0.587272661 10.419431760 1.733224167 9.102971430 8.167642436 -1.587272661 6.684218425 9.974042969 8.273841746 -0.002310161 5.839019817 9.745351131 -1.587272661 9.072750827 9.490905816 11.531209497 6.258245661 12.503944120 13.345661812 11.291572307 13.391733571 11.082083027 8.509470205 10.223728308 2.412754432 16.489471489 NA 9.100130625 10.387886468 4.435121828 7.378539367 7.392894385 5.872186051 0.430713468 11.221115933 6.245771352 3.457147731 -1.587272661 -0.587272661 9.242477703 1.220082261 8.563771710 8.137268862 10.395392215 6.355270039 6.997718062 13.281384713 8.344969600 9.297688725 9.358198873 6.817896934 10.390961361 8.350864504 10.736091287 7.978808828 11.538652761 NA 2.872178662 14.733150160 10.604431192 NA 11.360026709 7.892535531 9.237713800 4.521276926 9.324895865 8.133854263 11.423982318 7.855698239 4.888489994 9.118387501 9.108853207 -0.587272661 8.556138149 8.681881770 9.428170034 9.576404793 10.869109445 11.831278382 9.739746187 10.148311076 9.303019252 9.908110359 8.522468151 0.734655433 1.220082261 9.584557249 8.598869114 9.700501968 10.307572765 10.243270279 4.140672331 13.421008568 6.557413154 12.728116919 10.207577008 9.824266017 9.128716906 4.412754432 6.384298526 10.747866193 11.202899890 9.552945700 6.526497674 11.452936882 10.861645648 9.917077543 11.621294251 10.688297611 0.997689839 9.668692317 4.113192066 5.270734493 0.734655433 NA 9.209605913 10.141525904 9.584557249 7.567572826 9.767731592 5.457147731 8.977857172 5.140676420 5.140676420 12.168268583 9.709671285 9.251171115 11.745490930 11.019160218 8.646374739 10.099693253 9.886460830 10.896822655 9.548464369 10.987821510 8.993013654 12.158534396 4.390034786 8.180939503 11.372756963 12.598674214 3.457147731 8.836165261 11.282541623 8.561231802 11.305297862 8.786707761 10.192064061 10.864996272 5.813634991 1.412781525 -1.587272661 8.905609635 6.752605439 10.509799544 9.638564972 9.077202401 10.952883108 7.174306539 10.689251716 9.155906553 8.334595984 10.313244491 1.220082261 4.602581589 10.467359374 0.734655433 7.123561707 3.660677668 3.542035127 3.770311063 -0.002310161 10.932145569 7.478844027 6.407107975 10.145346418 5.681134379 NA 3.113200403 10.954335701 10.134281530 11.290614297 11.196980915 9.869109522 11.036179315 8.518663383 9.099097915 6.014600780 11.120545503 12.193397317 10.212846043 12.231736564 -0.002310161 -0.587272661 9.894049991 10.052547945 9.093114600 10.943892764 9.503529021 8.116658460 13.470492977 15.219657034 0.997689839 11.384298580 7.868801570 12.239601423 10.006146099 NA 0.734655433 2.997725964 7.770307098 NA 11.333857682 8.697000899 9.262160165 9.455782358 11.979403723 8.556138149 9.010891426 0.412727339 -0.002310161 11.118387436 1.734698783 0.412727339 9.453729713 9.538168558 7.723368110 4.457147731 8.287736386 11.525194551 9.360391933 9.651756717 10.738341584 9.413656486 8.021933829 10.852326238 4.898019658 7.375651143 8.754829726 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 iv t3 n1 m0 male 2010 NA no 80 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 3 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.942096e-06 5.895648e-07 -1.2122332 11.0483675 10.5645862 11.0066079 7.0451295 1.5950739 8.8101098 10.6852320 -1.2122332 2.1197214 3.9971930 8.1800593 8.6488289 5.4742413 12.1723908 10.6870988 8.2634753 10.5220282 11.4681015 1.1096949 8.3632810 10.1616946 6.9874141 7.8239156 8.6142906 9.3922951 13.2523515 5.3727049 NA 9.6810435 9.7324541 2.5950978 5.2471718 10.9416106 9.0742996 NA 10.1430931 8.4566271 6.6142902 10.8933231 9.9794180 NA 10.1907540 5.6457218 10.0903808 11.0714091 8.8375904 NA 8.6946326 1.7877250 9.7635898 8.6596470 NA 10.0892382 0.8127857 10.0977867 7.8321362 NA 6.6079206 9.4513001 7.7707352 -1.2122332 4.3113069 9.7520829 1.7877250 8.9984133 8.6961347 9.5821578 5.9272944 12.8569005 9.7258512 10.5752365 13.6542482 11.2561114 8.4459534 9.5999193 0.7877668 15.9112471 -1.2122332 8.7302565 11.4555188 3.6457247 7.6174645 7.0960805 8.3327066 1.0477478 11.7023140 7.4270102 3.1800524 1.1096949 4.5691022 9.2306855 2.2471680 8.9824988 7.9298490 10.5451320 6.6519285 6.3950731 14.6735813 8.4864465 9.5902582 9.7147790 6.6764846 10.9287155 7.5122561 11.9272933 8.5542707 12.2439680 NA 3.6457247 14.1875205 11.2855938 0.3727293 13.1255729 7.3461627 9.0846583 0.7877668 8.3442480 7.4916455 10.4698587 8.4933743 5.6332307 8.2410126 9.7578478 1.1096949 7.2098072 8.6657928 9.8491131 10.5821578 9.4881816 12.1044180 9.5575797 9.2306855 9.5156624 10.0243542 7.4750825 4.1096698 0.7877668 10.3317404 9.2705500 10.3014696 10.1573394 10.1875539 5.4742413 14.0954408 5.8321356 13.2675222 10.0673525 9.7199567 8.9131554 3.3112997 6.3113033 10.9579800 11.5699211 11.0548212 5.8857745 11.6095060 10.9224891 8.9947562 9.3857945 10.3783290 3.4315962 10.0666734 -1.2122332 5.0731433 0.3727293 NA 9.5633523 7.1231323 9.8101098 6.9775661 7.9237333 2.8752099 8.5509541 4.9775684 4.3727014 11.8837982 10.5355154 8.9898659 11.5013433 10.7372039 8.2795953 10.3191234 10.2327568 11.0918080 10.0551139 11.2381800 9.2965272 11.5643806 2.7877459 7.8321362 11.0047909 6.3739805 2.1096614 8.9130779 11.9875677 8.4134506 11.5084137 8.4724906 9.5517842 10.3871900 5.4881808 NA NA 8.9272932 6.0915221 10.2092808 9.4180090 9.6457229 11.3054114 4.9374903 10.2875280 9.0949428 8.3651707 10.1231323 2.2471680 3.1096782 10.0008462 1.1096949 6.0356701 3.7877459 2.3727014 3.9576639 2.7877459 11.5228748 7.0020611 6.1275920 9.6095160 5.1800603 NA 2.4881808 10.7481059 10.3537960 11.0126481 11.1309277 9.1231323 11.9586059 10.0863774 8.6031252 7.6733776 11.3502229 10.9889469 10.0869500 11.3876548 NA -1.2122332 10.5015581 9.9336741 9.0237560 12.4364366 9.1253639 8.8430244 12.7433919 13.6527502 2.6946351 10.9898658 7.3690930 12.1017587 10.4093360 NA -1.2122332 NA 7.9425602 -1.2122332 11.4136791 8.0451300 8.6519282 9.2306855 11.9287314 7.6332321 9.2935933 -0.2122332 -1.2122332 11.3061492 -0.2122332 3.1096782 9.5359347 9.7835090 7.4672224 4.8321356 7.7650222 12.0038815 8.9688943 9.2815974 10.8982253 9.6998828 8.4352002 10.4315981 3.6970398 7.3307735 9.2077021 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 male 2010 NA no 90 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 1 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.491252e-06 2.42762e-07 NA 10.8801756 9.6652190 10.5126469 7.6934584 NA 9.7414115 6.7584018 NA NA 4.2426025 8.9986542 9.4298500 6.7133975 11.9243788 10.8389574 10.1468803 10.7955253 11.6730582 2.9669657 8.4605108 9.8983308 7.4367199 7.6259345 6.6905875 9.2640081 11.4320005 6.7246680 -0.2810357 9.8051799 9.7911762 1.7190520 5.4055431 8.9001960 9.1886855 NA 10.2741121 9.3976438 8.3879286 10.6221724 11.3321425 NA 10.1861397 9.2697906 9.9156458 10.7814272 9.8814351 NA 8.3484002 2.4194850 9.3772552 8.4971209 -1.2810357 9.7817644 1.7877250 8.2484741 8.1743710 -1.2810357 7.9622176 9.2337577 8.8038521 2.8065097 5.8379836 8.9309319 3.3039999 9.0171063 9.3447526 9.9107198 4.9669703 11.6897428 11.9077870 10.8665666 13.3507323 10.9370014 8.6274365 10.1038274 1.3039853 15.7657414 NA 9.1432100 9.6334288 4.2426025 8.3520390 7.7330641 8.0919087 2.1784597 11.4044495 8.0092469 -1.2810357 1.0409625 2.0409625 9.2803316 3.2426025 8.7985285 7.9645962 10.5053133 6.2964721 6.6259338 13.7868982 8.0721905 9.6630236 9.9645965 7.8713287 10.7547226 7.8011929 10.6655845 8.1220556 10.9755472 NA 4.3337529 14.1407466 10.6165110 0.7190520 12.2703915 7.7302711 9.0555503 4.4739297 8.4037922 7.5801304 10.5863225 8.5863223 4.8687905 9.1515856 10.2367131 NA 8.3096310 8.5519335 9.0908204 10.4068568 10.8958402 11.6105730 9.4358632 9.6970391 9.4780996 9.7985285 7.9815850 -0.2810357 1.7190520 9.8630645 9.1733431 9.7919065 10.2993022 9.9817258 3.9284935 13.7358085 9.6564175 12.4983527 9.6356697 9.1998338 8.5832299 3.5770300 6.5645336 11.2394168 11.2676248 10.1640585 5.0588922 11.7137613 10.5928722 9.5970946 9.9113366 10.3741271 1.7190520 9.3430622 3.4194850 3.8065097 -1.2810357 NA 9.3346733 10.6920235 9.6349230 8.0743946 9.2347928 2.9669657 9.7288724 4.4469642 5.1619884 11.8088252 10.0015530 9.1135065 11.4424913 11.6495962 8.4264027 10.6732400 9.8084941 11.0423800 9.2128990 11.1583551 9.6549453 9.7545301 1.3039853 8.2907962 11.5245860 10.2304406 2.1784597 7.8961144 11.6106376 8.4839153 11.4539650 8.4822562 9.6600913 10.6341761 6.2659375 -0.2810357 NA 9.0398441 6.6963236 10.8814351 9.7176341 9.7330641 11.3826018 7.7579626 10.4732255 9.0171063 8.3282225 10.1820571 1.3039853 4.4194850 10.1374233 0.7190520 8.4072941 4.1113652 1.3039853 4.4469642 0.3040437 11.0577800 7.4055440 6.3843797 10.1499561 5.6998681 NA 2.8889672 10.4160112 10.1049061 11.1789875 11.5554886 9.8295269 10.7562474 9.1145779 8.7302711 7.0628071 11.2929275 11.7036401 10.4422780 11.6571530 0.3040437 0.3040437 9.8308314 9.1897025 8.9297150 10.7438371 9.4194835 8.1305546 13.2236144 14.9018072 1.3039853 11.8989528 7.8887432 12.7097682 9.8656123 -1.2810357 -1.2810357 -1.2810357 8.1049059 -0.2810357 10.9535618 8.4125305 8.9998146 9.0600066 12.2919807 8.3556682 8.8246902 -1.2810357 -0.2810357 11.9784927 0.7190520 3.4739297 8.9858303 9.6819397 7.3736795 4.1453106 7.9211673 11.2625589 9.4822560 9.6891496 10.4772669 10.5368268 8.1907190 10.9122610 4.7715053 7.6379073 9.7126898 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 female 2010 NA no 80 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 2 2 2 3 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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 1.942096e-06 4.508437e-07 -1.4069809 11.4241571 10.7052894 10.6392918 7.0357932 6.5294883 9.8443323 8.1211672 -0.4071722 -1.0852824 3.6803131 7.8805625 10.7179404 6.6696660 11.9188579 11.1593797 9.7182633 10.7802020 11.9840935 1.4002100 10.0378647 10.1612811 7.4320533 8.2240268 7.1046029 8.9754740 9.9678892 5.5235870 NA 9.9915936 9.9096971 1.7627740 4.7013716 8.5309591 9.3105262 -1.4069809 10.0533058 10.3840128 4.7826759 10.1764028 8.9915936 NA 9.7078935 1.4002100 10.4543246 11.7429144 9.9034627 NA 8.4724329 2.9147750 9.7343184 7.9057330 NA 10.5513627 -1.4069809 8.7221330 7.9125217 0.9147941 5.8596367 9.7495649 8.3376839 -1.4069809 5.7727593 9.0253918 2.7627740 9.5117131 9.1768728 11.9358967 6.8264697 11.5917100 9.6649825 11.6037276 13.2331513 10.9363132 8.1416719 10.9610835 3.8023070 16.3187486 NA 9.0614738 9.6622997 4.5928517 7.0191148 7.5117131 6.4508302 1.2731578 11.2900346 5.9625791 7.9613565 -1.4069809 3.8407754 9.5154343 3.8407754 8.6935120 7.7900663 10.4257399 5.4257413 7.0604549 13.6546429 7.7272759 8.7789642 11.9557525 6.6643122 10.3226575 8.4997403 10.7693347 7.9260054 11.2692477 NA 3.1164147 14.6539890 10.4316598 -0.4071722 11.8204658 7.6882468 9.3872658 0.5928278 9.0243474 8.0461205 11.3803444 7.1778122 3.6803131 8.8549447 9.2412074 NA 8.4861512 8.9204026 9.6508416 9.7176175 10.7182633 11.4395214 10.1095348 10.6269610 9.6303967 10.1193490 8.4253284 -1.4069809 0.9147941 9.3709269 8.4982369 9.5146908 10.3338954 10.1631799 6.1320092 13.4309704 1.4002100 11.7338393 9.1183706 9.6019787 8.5235870 2.9851725 6.7375083 10.9470993 11.0979170 9.4731986 6.3807520 11.7652946 10.5939061 9.5404869 10.4846336 10.5765561 0.9147941 9.1918328 5.5586350 -1.4069809 -0.4071722 -1.4069809 9.0563743 10.3774847 9.8943461 7.3905112 10.1849518 4.6372451 9.5708452 5.9851680 5.6548422 12.3592753 10.1759326 9.2652751 11.7952798 10.7808205 8.5900293 9.9321431 9.8401840 10.9706027 9.3807524 10.5665472 9.6317689 12.5704876 4.3477365 8.7013744 11.1237438 11.9732703 1.9147941 8.2645327 11.5688769 9.2412074 11.5629558 8.7715146 10.4739638 10.9437891 6.7677753 -0.4071722 -1.4069809 9.2984824 7.3905112 10.9246065 9.0796848 8.5615167 11.4420595 7.1164115 10.5880411 9.0450910 7.6669916 10.5061133 2.4002100 3.5470426 10.1090424 7.3937500 5.8023044 3.9851634 1.5928278 4.8596367 -1.4069809 10.8213680 6.8736201 6.6908822 10.0609647 5.3810134 NA 3.1164147 10.8889057 10.3002090 11.4375556 11.0407079 9.8989115 11.5573712 7.6776583 9.0675699 6.3285744 11.0589263 12.2089392 10.3406232 12.0369589 NA NA 9.8891926 9.2203836 8.7285593 10.8253218 9.5672644 7.3376834 13.7867602 15.1532126 1.9147941 11.8089894 7.9351026 11.9174523 9.9096971 -1.4069809 -0.4071722 NA 7.2758442 -1.4069809 11.3659932 8.3791197 9.3036563 9.3469022 12.6339101 8.5672644 8.6730946 2.8407855 -0.4071722 11.2566303 0.1778540 1.7627740 9.1339465 9.7501968 8.0253915 5.5117115 7.6345091 11.4112323 9.8966306 9.5382937 10.5243261 9.3519059 9.1426345 10.9340907 5.2652756 7.2758442 9.1261797 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 female 2002 NA NA 0 kidney clear cell renal carcinoma NA NA white not hispanic or latino 2 4 3 NA 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 2.011456e-06 8.323268e-07 2.31115432 10.23774080 9.47202812 9.35225976 8.01988702 -1.01071564 10.20110844 8.39229595 -1.01071564 2.87966656 6.71714037 7.94341620 9.82999809 8.59099080 12.53888452 10.85108250 7.50491986 11.23655432 12.37211433 7.22284030 9.29071629 9.96363480 9.08197735 8.87491651 8.78201042 8.99624750 13.48439565 4.68966258 NA 10.57793482 10.18950572 5.19867487 6.84096922 14.18912251 9.92953375 5.78363475 11.36208524 8.75574919 6.62584471 11.54236945 11.37562161 0.98921169 11.28498912 2.89611682 9.33240585 10.64787795 11.13483391 0.57414996 8.97790496 3.98922077 10.60300964 7.80939901 -0.01071564 9.80373059 0.57414996 9.50525501 7.81894321 NA 6.14909065 10.23179886 9.48707207 -0.01071564 6.32906976 10.09814318 1.98921169 8.79818437 11.10621384 8.84096922 4.19867487 11.38694827 10.85533999 10.30889234 14.13995911 10.69873479 9.80450746 8.87339059 0.98921169 14.16270212 2.31115432 8.37292425 5.82211062 5.94341737 7.74410794 8.87033420 7.77057999 0.98921169 10.94958417 9.62302366 7.45682586 1.31115432 NA 9.81258743 0.57414996 8.69485269 7.84720145 10.64251314 5.03361241 6.97221359 12.97381663 7.67921828 8.99062846 8.27462229 7.63307660 11.67344278 7.52837909 9.93977607 9.15412697 11.26970095 0.57414996 6.70346620 14.26017243 8.78525988 -1.01071564 10.38528974 9.53804204 11.78870418 4.27461949 9.12492956 7.89611076 11.79375456 7.98357339 6.35554315 8.20838850 8.90210947 2.15914476 7.45682586 7.79012038 9.42176210 11.26563538 8.65455619 11.89186472 9.42697230 11.05463626 9.79415785 10.32181617 9.48465556 1.79655623 1.57419841 10.66473624 9.81735672 8.81440142 9.89986291 9.53611470 3.94341503 14.38789706 4.74410726 4.84720020 9.06870493 9.48507517 9.54859730 4.41548827 7.35116363 9.12621119 11.06703726 9.24070262 6.60393043 10.96445553 10.71884090 8.74910850 9.65899101 10.45937055 3.07667880 9.63379754 4.19867487 3.57418630 -0.01071564 NA 10.70303623 4.48107286 9.73321298 8.53418458 9.30755967 6.25600672 8.80939901 8.95788704 8.75409180 13.29485445 8.65099822 8.68096355 10.44094639 10.89084132 9.12236238 10.01158802 10.26650758 11.37103344 9.24306756 8.47906804 10.96828800 12.63813943 1.98921169 6.83470995 10.85572634 9.09601854 0.57414996 6.39214738 11.01539777 8.19379145 10.02882466 1.79655623 9.45580660 11.25571392 9.17037252 1.98921169 1.79655623 9.21442768 7.32461082 10.22463615 9.55432216 7.74410794 10.81298541 3.89610713 10.72619278 9.29755920 8.04991606 10.26184999 2.57417419 3.38153257 8.85804287 NA 4.77058065 3.74410726 3.98922077 3.98922077 2.98921169 10.14593533 6.21803910 6.97790496 11.34274473 7.47862645 2.31115432 6.10816060 11.35198592 10.08263766 11.66957967 11.41154780 12.24291994 9.31452569 8.63307623 9.10556416 6.01657432 10.47806448 11.08032489 9.47806458 10.52886371 2.57417419 1.57419841 10.26301574 7.43630345 9.19867364 11.71501243 9.60208863 7.84096922 11.33988318 11.79032222 3.15914476 9.48007100 7.11432329 12.56818246 10.78119699 NA -0.01071564 -0.01071564 8.37076324 0.57414996 11.26975027 8.27462229 10.03156351 10.58587582 11.40944360 8.36425944 9.07645755 4.96649968 1.98921169 10.32851348 1.31115432 3.15914476 10.01574356 9.65188853 7.72053910 8.91847867 8.18643667 10.94450680 9.56002458 9.62312356 10.62176105 10.34664570 6.77712247 11.82290092 6.14555519 7.65099858 8.58727272 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 female 2009 NA no NA kidney clear cell renal carcinoma 20 NA white not hispanic or latino NA NA 1 1 1 4 2 3 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.67007e-07 3.121225e-07 NA 9.0397542 8.4389087 11.8655446 8.4565458 NA 7.5951642 4.5568218 NA -1.0908029 2.3567636 9.4928963 7.7054879 4.6297763 11.8579332 10.9065442 9.2444878 12.3634350 9.3558200 -1.2283679 7.0846798 7.9690135 8.2209456 6.5531562 4.4722343 9.5149483 11.2906960 6.3642537 -1.2283679 7.4406823 8.5999333 1.0936954 7.1512185 10.2541008 7.8829328 NA 9.9272477 9.6243265 5.9714700 9.2616450 10.3501697 NA 6.9215446 5.2953594 10.5645873 11.4871155 7.2716432 NA 9.4210533 1.9417073 7.6359829 9.8196026 -1.2283679 9.1260465 2.1696044 7.9933840 6.4011543 -1.2283679 7.4617946 8.0664175 7.3679869 -1.2283679 4.4156505 7.1555013 1.0936954 10.1386656 8.3754235 9.5408082 2.0937292 10.9988112 12.7811008 9.8855391 13.4527059 11.7317989 7.6666146 9.4433381 1.9417073 14.0852469 NA 9.5391538 10.6475463 4.6544413 9.4156533 5.4156539 5.4997184 0.1052758 11.2134444 3.2371201 5.5919756 NA NA 6.9010805 1.0936954 9.4011537 5.8486129 10.0852470 5.3865075 5.6906601 11.8182390 8.9075063 10.2795917 9.6567307 7.7172412 11.9459799 7.3865066 11.5003553 7.3148288 9.5149483 NA 3.8161901 13.9329289 10.4578598 0.3567073 10.6394618 5.8803206 8.2126661 3.9417261 9.6597792 6.8803219 9.7025343 8.3642542 7.0982269 9.5751209 10.3679868 -0.2281989 7.3938486 6.3865075 7.6078474 9.9885428 11.5586792 11.7912157 11.1320954 8.0892095 7.6452412 10.3128936 7.7699079 NA 0.3567073 8.3454443 8.7361377 11.4963108 9.1716089 8.9554323 3.2312327 13.2427735 6.6666146 10.9662461 7.4652840 9.8632324 6.6786875 3.9417261 4.9417214 12.4600473 11.9789639 7.6390758 3.5266823 11.9588057 9.1105334 10.5947661 11.5965569 9.3031784 2.7718011 8.4413909 2.3567636 -1.2283679 NA -1.2283679 9.5065065 8.4774292 10.6145402 6.1468364 7.1569264 4.0571990 8.1854250 3.4156505 4.8592590 9.8861901 11.3371371 10.0473395 12.4226244 8.6141474 6.7084356 9.7010553 9.9951955 9.6007267 8.7927770 12.8063381 10.4161040 8.8405753 -0.2281989 7.5031157 12.2293061 12.0529432 1.0936954 7.3031789 12.4520466 10.6094250 12.3097434 6.6172867 9.0812733 9.1811880 3.8592639 NA -1.2283679 8.3993309 6.9714688 11.2470238 7.6046867 10.7451356 10.9523278 4.0571990 8.0685295 7.7143115 6.1293490 10.4380210 0.3567073 3.3567636 11.2995183 -1.2283679 8.9304068 5.5266855 0.3567073 5.4011526 NA 12.5080932 6.5919756 3.6297763 8.1468364 7.0338921 NA 1.0936954 8.4808807 8.4826035 10.3515843 10.7422624 8.0571990 10.3915584 9.4317928 7.9613744 6.0764907 11.8834217 10.2626479 11.8959183 11.6392688 NA -0.2281989 8.6635805 10.5266845 9.5613307 11.3842048 7.2874972 8.2291779 12.9428174 14.1174448 -1.2283679 11.8830957 7.4243553 13.6349669 8.7675641 NA NA NA 7.8881411 NA 13.0229835 9.2240383 10.0993497 7.4826031 11.0371190 8.3492259 8.7703874 -0.2281989 NA 13.3305764 NA -0.2281989 6.7025343 10.6305551 7.1249443 3.6786917 4.1980619 10.9300911 9.1183107 10.0137802 10.9103888 9.7809259 7.7604818 9.8291119 5.0755797 6.9616210 10.8809747 7.8777056 -0.00307040 -0.00307040 0.00907340 0.00182050 0.71547000 0.71227000 -0.00290910 0.00263570 -0.00733390 -0.00747200 -0.00747200 -0.00747200 0.00416320 0.00416320 -0.00307040 -0.00138580 -0.75054000 -0.75054000 -0.74586000 0.00907340 0.00907340 -0.75357000 0.00194180 -0.00290910 -0.00013862 -0.00013862 0.00263570 -0.73923000 0.00388540 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.746 0.000 0.000 0.000 0.000 0.709 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 -0.746 0.000 0.000 0.000 0.000 0.709 0.000 0.000 0.000 0.712 0.000 0.000 0.000 0.000 0.000 0.000 8.843259 11.321582 12.714220 9.036240 9.380052 11.002418 3.859264 2.356764 5.295359 5.164114 12.162772 8.234586 6.696610 12.495529 9.167417 9.987330 11.330935 5.827080 11.219139 7.737581 9.618854 9.853280 8.418338 8.066418 8.875085 9.036240 13.865338 10.174809 10.569864 NA 8.351113 8.057199 11.914702 10.317244 12.135795 9.181188 8.142484 7.818921 9.276616 8.279592 7.882933 6.672664 5.714311 4.526682 9.300251 8.601520 14.374728 9.896564 14.515764 6.855861 6.642161 9.751937 14.710435 11.833337 14.318812 10.368453 NA 8.663581 11.989906 9.873773 10.674549 10.047339 11.228921 8.347336 12.307680 12.831648 3.629776 4.231225 11.464659 11.762256 9.352056 7.337851 7.479156 NA 13.029258 NA 12.769418 12.262231 11.997456 9.9915706 7.9690135 8.0525675 7.5887806 10.0285954 8.8605851 5.3717087 12.5240344 4.0197286 13.1398942 11.2144814 9.0327166 10.0552211 10.2022496 5.5662124 -1.2283679 9.8017743 6.1641145 10.4016089 11.2373634 12.8995496 12.1903085 10.0285954 0.3567073 10.8777055 9.4424532 8.6995749 12.2927839 10.1348366 5.4860418 9.3416527 5.7830244 7.9517061 10.6145402 2.0937292 12.2293061 12.7369500 NA 13.0367527 11.9217028 10.3586368 10.4380210 7.1598138 11.6786876 10.8419179 9.6260030 10.0429507 TCGA-B8-4148 63 0 NA 826 kidney stage i t1a n0 m0 female 2009 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 3 7 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 9.710479e-07 1.387211e-07 NA 11.1664643 9.6000011 10.4710196 8.5170119 NA 9.7335514 4.9554570 NA 0.4285712 5.6020678 8.0625001 9.8883166 8.8928251 11.8460772 10.7429460 9.3751941 11.8861984 12.0285883 5.6875842 10.4680014 10.2969902 9.2214895 8.2357563 6.8022643 8.9631070 11.4826558 6.2125012 NA 10.5008592 9.8661340 4.4993803 6.2965657 8.4390093 9.7646318 -0.4312869 11.5564414 9.2811715 7.4266254 9.9572000 12.1157800 0.8905634 8.1308871 3.8540455 10.1058628 10.5903185 9.4390093 NA 8.0961216 2.4755259 10.4770371 7.8424402 1.3760125 11.0085896 1.6112668 8.4759259 8.3967811 0.8905634 6.5798710 10.0838515 9.1097411 0.1535460 6.8401069 9.2052691 2.0280740 9.2384152 11.1745869 9.3912152 4.5459251 11.6286310 10.5275596 10.6424513 13.3968306 11.4800365 8.2214895 9.9012406 2.6561073 15.7479024 -0.4312869 8.3581782 10.0754479 5.6347327 7.1870303 7.7609375 4.8540455 2.0332997 11.4719615 8.1569846 -1.4312869 0.1535460 5.4390080 10.0105512 4.4993803 8.7259913 8.2304226 10.4493759 5.2551457 7.8189432 12.9398766 7.6640412 9.1582956 8.7998657 7.3983675 10.7396993 6.7485538 10.9689903 7.9990969 11.4545315 -1.4312869 1.7385517 13.7597808 9.9695239 -0.4312869 11.2993269 8.5082238 9.8990013 5.6561073 9.0301239 7.6454603 11.7166443 6.3759986 5.8447698 9.2410698 8.8883165 -1.4312869 8.0157278 8.2690841 10.3143188 9.8307394 10.9606935 11.5421912 9.9964811 10.6869367 9.3143188 10.5437759 9.4061146 2.6561073 0.5686159 9.3243667 9.0105510 9.4429420 10.6414470 10.4470787 4.9949100 13.1064695 3.0280740 12.7902316 9.4777876 10.2577689 8.6048182 4.1833515 6.8905732 11.1179478 11.0870518 10.0193403 8.0484248 11.7269323 10.5675875 7.3401341 9.5228408 10.5878877 1.7385517 8.9772607 4.3500021 1.1536108 0.5686159 -0.4312869 10.2772973 10.8418573 9.7541394 7.7056358 9.0236839 5.5111581 8.9716565 6.2897441 5.9429883 12.1525499 9.9859696 9.0614992 11.8596712 10.9387870 8.6404821 9.8230827 9.9609620 10.8398157 8.7272541 10.3646840 9.8956357 10.2007309 1.7385517 8.0564844 11.3888235 10.3918207 1.1536108 9.3278418 11.4796619 9.2621315 11.6137215 8.8224921 10.4971629 11.2016397 5.8815276 -1.4312869 0.8905634 8.7297764 7.4266254 10.4390092 10.3606213 8.7853903 10.3235320 8.6252822 10.7417032 9.1394490 7.9695241 10.5137225 0.5686159 2.8165792 9.4949406 2.6561073 6.7385692 4.5228404 3.3759986 4.1232358 -1.4312869 10.7488645 7.0644992 6.2897441 9.3297802 6.8007770 -1.4312869 4.8724249 11.2326473 10.2910252 11.6181527 11.4663009 11.9126629 11.1406341 8.4993819 9.7483856 6.3619543 10.5537748 11.4910431 10.0926964 12.0143060 1.1536108 2.4755259 10.4125655 8.8667071 8.5840594 10.6229096 9.6279889 7.7634016 14.4944307 14.6030996 0.5686159 10.6797801 7.6175130 12.1816281 10.0048355 -1.4312869 NA NA 8.0961216 -1.4312869 10.7863599 8.7158495 9.6494621 10.2603880 12.1826641 9.0714763 8.8645855 3.8165690 0.1535460 11.1249110 -1.4312869 2.0280740 9.4755350 9.9469393 8.0564844 3.8165690 6.6561073 11.6323766 10.2446016 10.1174664 10.4539595 9.9245956 7.6293406 10.8543357 5.1667717 7.8609659 9.4397796 9.4551032 0.00194180 0.00194180 0.01726400 0.01349200 0.00527490 0.07254000 0.00277460 0.00069327 -0.02329200 -0.02329200 -0.02329200 -0.02041200 -0.00193990 0.00194180 0.00194180 0.00332990 -0.46483000 -0.47243000 -0.46727000 -0.47855000 0.01726400 0.01349200 -0.46738000 0.00430210 0.00471900 0.00471900 0.00069327 0.00805670 -0.00484610 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.467 -0.467 0.000 0.000 0.000 0.000 0.000 -0.464 0.000 0.000 -0.477 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.467 -0.467 0.000 0.000 0.000 0.000 0.000 -0.464 0.000 0.000 -0.477 0.000 0.000 0.000 0.000 0.000 10.292732 11.243499 12.409914 10.426237 9.340134 11.486576 2.960956 4.092207 7.493457 6.623927 11.881527 7.946093 9.232203 8.112411 8.406036 9.806452 11.399160 6.960962 10.592399 9.549498 8.732294 8.630380 9.048344 8.042350 6.768317 10.548784 13.431669 10.285035 10.545209 -1.431287 8.775659 7.849415 10.167628 9.710752 11.230645 9.330196 9.811818 8.494940 9.666018 8.289744 6.687586 9.270817 7.223281 3.212507 7.840108 9.482282 13.501274 10.564412 12.308741 6.754313 8.776879 11.228417 15.788163 11.993860 12.485457 11.176437 2.738573 11.666677 9.719661 10.830739 9.326868 9.061499 9.388823 10.127065 11.885774 11.546996 2.269093 6.858664 13.350445 10.938242 10.124672 6.545925 8.491972 1.153611 11.352257 NA 12.479381 11.693063 10.943141 11.2375295 10.2969902 7.0644992 8.1961782 8.6666767 9.4837769 7.0157273 12.8172155 2.3760125 12.8724252 12.4061739 8.8130083 8.4224063 9.8905725 6.0604971 -1.4312869 8.9959573 7.0843439 9.2241751 9.3959396 10.4751593 12.6474624 10.2039092 0.5686159 9.8488353 8.4558652 9.1048917 10.9217913 10.3138986 5.2410698 10.6755345 4.4993803 6.5516375 9.7541394 4.4993803 11.3888235 11.0255122 NA 12.4064695 12.1189103 10.1980011 10.5137225 7.2268563 10.7107515 11.4560555 11.9546012 11.4388917 TCGA-B8-4151 51 0 NA 1299 kidney stage iii t3a n0 m0 female 2009 NA no NA kidney clear cell renal carcinoma NA NA white hispanic or latino 1 5 2 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 1.491252e-06 3.121225e-07 NA 10.5433104 9.4299990 9.9819226 7.2969520 -1.1081142 9.2809037 7.9345094 -1.1081142 NA 4.2137361 7.2581326 9.0042497 7.2798278 11.8803173 9.3675436 10.0307219 10.5014506 11.6674204 4.6731720 8.6748084 9.8218083 6.5284354 6.4231916 5.1206298 8.7559961 9.7987007 5.2841291 NA 9.8698054 10.3471373 0.8918080 3.9362045 8.3347537 9.7828343 NA 10.1950200 8.6764451 3.7497917 10.6983598 9.9457360 -0.1081142 9.0339171 -0.1081142 10.5211668 9.8662248 7.9086184 0.8918080 8.1887263 0.8918080 9.8804948 7.5887776 NA 10.6901645 -0.1081142 9.6698873 7.8690898 0.4767446 5.4917216 8.4075100 7.8076898 -0.1081142 6.5783108 9.2592249 NA 9.9272966 11.0551453 8.8460065 4.8690916 11.2884818 10.9019885 9.9772826 14.4722159 11.4401504 9.2948222 9.6433542 -0.1081142 16.8471989 NA 8.7652543 11.3871655 4.2841291 7.9334694 8.7388675 3.9362045 0.8918080 11.6090581 6.5853667 0.8918080 NA 0.8918080 9.6829730 3.4767705 6.5712900 8.1468385 10.9402970 5.1206298 7.0415573 14.1508177 8.1109786 9.0364684 8.7528971 7.0617352 10.9516142 6.4917232 10.5115716 8.8647900 11.7404330 NA 1.2137516 14.0656824 8.4094796 -1.1081142 13.1037744 8.0313616 9.6408414 2.7986934 7.8136510 7.6731698 11.0766855 6.8460068 1.8918080 7.5852968 9.2798274 NA 8.9565530 8.1491979 9.5365678 10.7824544 10.9235113 11.8546375 9.5826811 9.8460065 9.2905539 10.4420760 9.0440443 NA 0.4767446 10.2504613 9.3563558 10.7672024 9.6935185 9.0516815 4.3836628 14.2456117 4.9792708 13.9296573 9.4521430 8.9898421 9.7373002 2.7986934 6.9739591 9.8988375 10.1480188 9.4550064 4.9141770 11.8021830 11.0113998 7.2884149 9.1714208 10.6670089 -0.1081142 9.6411517 1.2137516 NA -1.1081142 NA 8.4114466 10.4842672 8.0236673 8.4094796 9.6693778 2.8918080 9.0249524 5.5783108 4.1397396 12.0231848 11.3012011 8.5193441 11.1884396 10.8046994 9.4075100 10.0178692 9.8210686 12.0715637 8.8604768 10.6558523 9.5509141 10.4119377 1.2137516 6.9086184 11.0271988 11.2780445 1.8918080 10.2749366 11.7412152 8.7357313 10.0914825 8.0567168 10.5477880 11.1881528 5.4616661 NA 1.2137516 8.0339174 5.4153733 10.0313614 9.5184319 10.1367685 10.2338848 7.5320551 10.7533352 9.5166056 7.7775065 9.2272005 0.4767446 5.4309676 8.4134105 2.8918080 7.7621747 1.2137516 0.4767446 2.8918080 NA 11.0022935 6.0415562 5.4463985 8.9911579 5.1206298 -1.1081142 3.3512467 10.2910880 10.6412606 11.1938778 10.8651487 10.6315907 10.8416368 9.4075100 8.0080762 6.0260320 9.7559963 10.8826232 10.3196467 10.6362236 1.2137516 NA 9.3222626 8.3675436 9.3212169 10.3154513 9.6349615 7.9252334 12.5867121 14.5109984 1.8918080 10.5500216 7.8591229 12.8490029 9.8210686 -0.1081142 -0.1081142 NA 7.0055527 -1.1081142 11.3859232 7.0617352 9.5571460 10.2592249 11.0645501 7.3138753 9.1594864 2.6991740 -1.1081142 11.0948522 NA 1.8918080 10.7111909 9.4173310 6.5428616 4.2137361 8.0865667 11.2932230 9.1061292 8.2024231 10.5712902 9.0506470 6.2841273 9.7199466 4.6991629 6.7310135 8.8091823 10.2835908 -0.00452080 -0.00452080 0.00339960 -0.00532040 0.00826570 -0.00173190 0.00159510 -0.08989700 -0.04665000 -0.04665000 -0.04665000 -0.04665000 0.00117900 0.00117900 0.00669680 0.00937970 -0.87131000 -0.87131000 0.00040847 0.00040847 0.00339960 -0.00532040 -0.00214730 -0.88306000 0.00000000 0.00000000 -0.08680000 -0.00076206 0.00284420 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.883 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.883 0.000 0.000 0.000 0.000 0.000 10.259225 11.855067 15.080148 10.791922 8.432907 11.651282 3.846002 1.476796 7.532055 3.535667 11.600463 8.575892 9.164440 7.585959 8.541318 8.963272 10.975622 6.415372 10.524351 9.317026 9.084103 9.173184 10.311597 7.557146 7.363486 11.323308 13.771776 8.9872072 10.2266421 0.4767446 8.0667356 7.4730108 10.1708403 10.2657628 11.0351933 7.7404331 8.7497910 6.7119890 9.5704102 5.5211670 7.1061295 8.7404331 4.0210888 3.4153666 9.1978718 9.1933063 13.2573124 9.8188474 12.5039875 5.9741713 8.4134105 11.4256265 16.6764450 10.7143809 14.0524300 9.6180283 0.8918080 11.1314087 8.3796500 10.4222165 8.4134105 8.5193441 10.0081541 10.3086076 9.3726002 11.4697109 2.4767705 4.8690916 15.0333519 11.9075736 7.6265194 6.9845677 10.2046930 NA 11.1527296 NA 12.7456070 10.2754118 10.6991650 9.9362042 9.8218083 4.9362045 6.0516810 9.1562528 8.5266213 6.4767721 12.5264987 0.4767446 14.3085087 11.8870473 7.4767729 9.8181877 10.3604342 3.1397314 -1.1081142 8.1182221 7.1302153 8.9044347 9.5147770 11.4075100 10.3342353 9.4444793 0.4767446 10.4963634 8.0107513 8.8489121 10.5611381 9.2852006 0.4767446 9.9382521 4.1397396 8.2069596 8.0236673 1.6991518 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 male 2010 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 3 2 2 2 3 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 3 0 0 0 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 1.525932e-06 4.508437e-07 NA 10.8324355 9.6804801 9.4428600 7.4840036 5.9800413 10.3616581 7.4147495 -0.8780563 1.1256511 4.8769491 8.0675032 10.5319807 8.5378012 11.5000833 9.8129306 10.6833474 10.5472753 12.1869706 5.7659166 9.7042014 10.2506982 7.8294183 8.2042087 6.2919847 9.0319526 10.1437336 6.6534413 NA 10.3375925 10.1596065 3.1220597 4.8769491 8.2042087 9.5409663 -0.8780563 10.1171199 9.5691426 10.3418330 10.1602926 9.3876744 NA 10.4585660 2.1220432 11.0394316 11.1025561 9.0409228 NA 8.3556792 2.1220432 10.1657704 7.6258849 2.2919866 10.4584600 -0.8780563 9.5261367 7.7367692 2.8225058 5.9034191 9.1499655 8.0820612 0.7069946 6.6534413 8.6078888 1.7070388 9.8233660 10.8652108 8.9132224 4.0289492 11.2771686 13.4564026 10.8731851 14.3896143 10.5825154 8.7997793 11.2885364 2.1220432 16.4813715 NA 8.5293271 9.8861017 4.5814898 7.6018399 8.4818091 4.7367672 1.7118032 11.1399118 8.1747904 NA 0.1220763 3.8769491 10.0733441 4.5143748 7.2148164 8.0016429 10.5789272 5.6298549 6.4349418 14.3596803 6.5977934 8.2358017 10.7018468 7.9612633 10.6662995 7.9001368 10.4372090 8.7032599 11.5354229 NA 2.4439779 15.1238415 8.5977930 0.7069946 11.7969138 8.9581098 9.9644098 2.1220432 8.5937347 7.7145169 10.6597632 7.9358404 3.0289581 8.1388677 8.9738084 NA 8.9245759 8.4596812 9.3841543 9.9478133 9.8968466 11.3132668 9.6018397 10.6003235 9.7722138 10.2167970 8.8667757 NA 0.7069946 9.4258403 9.2187746 9.5154499 10.0653069 9.5089998 5.0762555 14.0877085 7.0168774 13.9666181 9.6524659 7.1276838 10.1007699 2.8225058 7.0289503 11.0871222 10.0446438 10.5701758 4.2095235 11.8883026 11.1722482 7.3794477 10.9698998 10.9494022 -0.8780563 9.5149671 4.5814898 1.9294123 0.1220763 0.1220763 9.1568585 10.3646382 8.6179144 8.5165223 10.8679229 4.5483256 9.6318344 6.4074615 5.0901505 12.2492478 10.5287959 8.1079012 11.1007699 11.3140440 9.4904350 10.6088945 9.5014378 11.8736035 8.8668935 10.1192389 9.6199113 9.7650137 1.4439779 8.0849556 10.2982326 10.9609167 2.2919866 8.9492116 11.0509479 8.7586839 10.3315129 9.0835091 10.2494091 11.4343752 7.9985763 0.1220763 0.7069946 8.7677180 5.7070222 10.2584099 10.2584099 9.2756115 11.1592632 7.2869661 11.1494057 9.2590507 7.3315127 9.5314505 -0.8780563 5.2305835 8.5957651 2.1220432 7.5937347 2.9294123 1.4439779 3.8224956 0.1220763 9.7376891 6.6843026 7.0229259 9.8464795 6.0993394 NA 4.2095235 10.6708814 10.5743007 11.5258704 10.6895403 11.1036267 10.2768776 7.5608510 7.4439878 5.9710584 10.5293273 11.8599406 10.3137356 11.7616263 1.9294123 -0.8780563 9.6843019 8.3339478 9.3375925 10.0416678 10.4281211 7.7909447 12.8936521 14.8780163 5.8902448 11.1827554 8.7400043 12.1400857 9.8685738 NA NA NA 6.7802707 NA 10.9422385 6.7070222 8.9815944 9.8618400 11.0050846 8.1719078 8.7555816 4.8499792 NA 10.8931362 1.9294123 -0.8780563 9.8877600 9.1318881 7.2200919 5.5814898 7.9924240 11.3773832 9.4518559 8.4303986 10.4355094 9.1444273 7.7731108 10.7177832 3.9366097 7.4120786 8.6900154 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 1380 kidney stage i t1a n0 m0 female 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 7 0 0 0 0 1.317851e-06 3.814831e-07 NA 8.6577432 9.7466158 9.4273372 7.5569987 NA 9.1389332 5.2115924 -0.3408061 0.9636961 3.7035437 7.5417959 9.0748947 7.9399235 12.2033929 9.5248862 9.3595925 10.7353005 11.1262489 2.2441259 8.8063579 9.7373038 8.2757018 8.0770053 4.0209200 8.7399706 11.2410596 6.9629342 NA 9.6731734 9.9612206 1.6591482 4.7252395 8.5569984 9.3227110 NA 10.7761466 8.9445551 3.1827082 11.1170467 10.4413321 -1.3408061 9.4478713 4.1510064 10.6202408 9.8704328 8.6966998 NA 8.2060473 3.1185923 9.9410830 6.9945435 -1.3408061 10.7819227 2.0223323 9.6412695 7.5387360 0.2441564 5.5780149 8.6177055 7.6815209 1.6591482 7.1669474 8.6392926 1.9810854 10.5884114 10.7373037 9.3526398 5.8879712 10.0692438 12.3730764 10.6936080 14.7747046 11.0600324 9.4857013 10.1424649 2.1185923 16.2785204 NA 9.5757788 10.7509189 4.6364332 8.4388721 8.9212477 5.7571860 -0.3408061 11.4890738 6.7700282 0.9810489 -1.3408061 4.8879736 9.1134523 3.9810854 7.6016675 8.1905344 10.7983845 5.7035465 6.3595932 13.6142125 8.3155780 8.9165408 8.0958643 7.7359682 10.8101568 6.6478383 9.9923083 9.3811066 11.7694731 NA 2.7466137 15.1089625 9.3733985 -0.3408061 12.3797178 7.5720423 9.9058936 1.6591482 8.8290780 7.8975575 10.4202886 6.9537739 3.7466137 8.8025361 9.7813338 NA 7.8927729 8.2384688 8.2194856 11.4896681 9.6724756 11.8041887 9.0696042 9.7585007 9.2544105 10.6064246 9.0512127 0.2441564 1.8290783 10.4813254 9.7748468 10.7699624 9.5417959 8.9709011 5.9537727 14.6642730 10.3395124 14.2874845 9.2365818 8.6633734 9.6535063 4.0854162 6.1905339 10.3857968 10.0859418 9.1589989 4.9445539 11.6118778 11.2249690 10.1139662 8.7987044 10.5182994 1.8290783 9.7634371 0.6591939 NA -0.3408061 NA 9.0460932 10.1515069 8.6520913 8.4745362 9.4556550 3.1185923 8.6703801 6.4983562 4.5171308 11.8811931 11.1790349 8.5554853 10.9540608 10.7452892 9.9900698 9.9064870 9.3191489 12.2137418 8.9011360 10.6630222 10.2194857 10.1738670 0.6591939 7.5869306 11.3030091 11.8517309 2.9810854 10.1208268 11.9810810 8.5957908 9.9212478 7.9833334 10.2971363 10.6731734 6.2738627 0.2441564 -1.3408061 7.9514747 5.8879712 9.9311995 9.9094514 10.1369112 11.1285404 8.2328003 10.4417745 9.6549201 7.3630563 9.3111016 0.9810489 6.3595932 9.1954003 5.1020954 7.4535686 2.8290783 2.6591482 4.3870730 -0.3408061 10.5225649 7.1550084 6.4207047 10.2017012 5.4037176 NA 3.3595914 9.5592650 10.4821220 10.6238548 10.3823872 10.2980413 10.8012600 9.3359914 7.7473048 6.2018749 10.8945688 11.4180007 10.3703897 10.8120715 0.2441564 NA 9.0937812 9.0791130 9.8673873 10.2766204 9.1459879 8.0298405 14.5747989 14.3645423 0.2441564 11.5819231 7.8657524 14.1060424 9.7800387 -0.3408061 0.9810489 -1.3408061 7.0937809 1.9810854 11.1637286 6.9352770 9.6696811 10.0040036 10.5768979 8.2553426 9.3387121 3.5171371 0.2441564 11.0262946 3.3030062 2.7466137 10.3964002 9.5854490 7.0891877 3.7466137 7.7466158 11.1049437 8.8649463 8.4616693 10.4644938 9.6713654 8.0276594 9.8686062 5.4690817 6.8734724 8.7090014 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 0.00 0.00 0.00 0.00 0.00 -0.65 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.65 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 10.512072 12.133366 12.676396 10.422365 9.065358 10.735969 3.703544 2.359606 7.569046 4.681522 12.332793 9.131844 11.527975 9.706270 8.859058 9.504643 10.797105 6.911819 10.716468 9.157005 9.437230 9.275160 11.224860 8.414040 8.204117 11.136658 13.498800 8.4006199 9.9923083 NA 8.1689278 7.1589984 10.3802521 10.7624408 10.5444680 8.6520913 8.5660434 6.6016668 9.2127821 6.7519095 8.5509364 8.7961441 5.5417967 4.8879736 9.0948233 9.0265677 12.5348063 9.8102519 11.8133381 5.8908552 7.5509368 11.6483700 16.0108859 10.3600261 14.3840398 9.4503157 0.2441564 10.5417960 9.8183936 9.4454226 8.9810809 8.5554853 10.3874987 9.9737361 10.8502122 11.7366329 1.2440955 6.0854183 15.6154448 12.3428055 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 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.282859e-07 3.468028e-08 2.959177 10.047256 10.335231 11.412803 4.456668 NA 10.547664 11.368817 NA NA 4.871706 8.920194 8.936449 6.796519 11.646288 10.306856 6.882934 10.697858 11.934427 3.395268 7.817151 11.647111 9.092085 8.102928 6.297971 9.444407 10.165753 -0.128314 -1.128156 10.557769 11.186290 2.572138 3.916104 9.329087 8.636578 1.679063 9.227058 9.162877 2.871706 10.407954 8.180045 NA 8.805397 5.501063 9.262950 9.204862 8.349465 NA 8.535265 1.679063 8.827356 7.880135 NA 10.642759 1.871725 8.447246 8.520963 4.802441 5.613172 9.220435 8.129094 0.456701 4.081161 9.203743 0.871686 8.888515 9.213781 7.953855 5.666123 11.204943 11.775965 10.337273 13.981945 10.721893 9.035356 9.207097 NA 13.083063 5.825903 9.273653 6.515563 5.501063 8.843250 7.129094 7.000989 3.247441 12.408439 8.236979 1.193646 2.193646 9.346427 9.626594 1.456648 10.060913 9.683081 10.795406 6.599627 6.464163 13.231868 8.056582 10.355522 8.561705 6.572147 9.715620 8.831708 11.915076 8.312576 12.278310 NA 4.572144 14.652528 10.002920 0.456701 12.207655 8.216003 10.279505 1.193646 5.100524 7.781600 10.882235 7.138493 4.119630 9.454789 9.727354 2.331132 8.545899 8.565193 10.504702 11.508784 12.110410 11.796291 9.273653 9.401137 9.943839 9.435856 8.524121 4.754348 NA 10.115476 9.809816 9.223408 10.681877 10.547223 8.145502 13.546451 3.193630 -0.128314 8.761971 11.314650 10.149575 1.871725 6.710910 8.703014 11.826812 10.443459 5.742071 12.314394 11.299543 6.860392 10.691886 10.437761 2.331132 9.025221 3.679063 5.937796 0.456701 NA 11.249730 9.501063 10.074443 7.375532 9.665082 4.119630 9.170915 5.395268 4.000992 10.916101 11.688690 10.778221 10.740529 10.414738 9.165178 9.920874 11.620948 12.253925 9.351487 10.346933 11.998572 4.426298 3.871706 10.142586 10.878033 14.401432 -0.128314 6.720768 10.681877 8.871707 12.509577 6.238028 9.982842 10.638649 5.501063 NA -1.128156 9.309459 7.046632 10.685888 9.050371 7.717197 10.529472 7.133802 10.976305 9.287448 8.428213 11.445590 4.848988 5.666123 9.166327 1.679063 7.643196 13.254871 1.456648 3.572150 -1.128156 12.046320 5.585951 9.101727 7.916101 7.516645 NA 2.679063 11.533039 10.019548 11.634919 10.972369 11.233924 10.904441 8.666122 11.361695 6.742441 10.162877 10.836047 10.415705 10.239667 1.679063 NA 10.054722 8.211556 9.186856 11.297971 9.151317 8.577339 12.040379 13.844642 -1.128156 9.772573 7.073683 11.211278 9.072605 -1.128156 -1.128156 -1.128156 8.013813 -1.128156 10.908643 8.973669 9.307377 9.224854 11.857549 9.229259 9.105746 8.790570 -0.128314 12.323562 0.871686 1.871725 9.788333 9.938469 7.375532 6.289560 8.071379 11.573230 9.425336 11.303204 10.875576 9.849495 6.953855 10.531703 4.544133 7.016365 9.466964 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.649 -0.649 0.000 0.000 -0.653 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.609 0.609 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.652 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.649 -0.649 0.000 0.000 -0.653 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.609 0.609 0.000 0.000 0.000 0.000 0.000 0.000 8.618221 11.670988 3.871706 9.442511 8.545899 7.575610 2.679063 7.977615 8.412803 2.041628 11.873643 7.751014 7.529918 5.039827 8.870240 9.086026 11.543248 6.000989 11.882235 8.631595 7.956515 9.739263 9.772928 5.882934 8.699843 10.075055 12.938469 9.327034 9.640718 -1.128156 9.400161 8.892686 9.653066 11.434664 12.212113 8.031578 8.537042 8.430127 10.331650 6.166328 4.754348 9.342365 8.310498 7.143170 8.672606 10.192507 12.616330 8.873115 13.954355 4.986488 9.784596 8.817151 12.610749 9.812020 13.167260 10.455730 -1.128156 9.328061 9.889907 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 female 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 2 2 3 NA 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.161634e-07 1.040408e-07 NA 10.5519555 8.3928643 10.1558574 8.2231643 4.3303720 9.8753328 8.3649107 NA 2.1756843 4.5267637 8.7663858 9.5168955 7.6280489 11.7967849 10.2186043 7.2452523 11.5806669 11.4332190 4.2048372 9.1526737 10.2073969 8.3133620 7.4699202 8.6597912 9.0261768 13.4958021 7.8926108 -1.2546336 9.6672469 9.5893270 4.7226846 4.9935249 8.7025079 9.2452518 3.7898023 11.0368645 9.7390520 2.6523029 10.9603321 11.5164827 NA 10.5932463 5.7340918 11.1193586 12.4265345 11.4473621 NA 8.1632587 3.0673289 9.4169470 7.7788288 3.0673289 10.4048177 1.6638000 9.0161918 7.0807962 0.3303289 5.6642695 9.1387963 8.6966908 -0.2546336 5.7454068 8.7369278 1.3303863 9.7411730 9.5583855 12.9829894 6.0308084 12.7886238 14.7682722 10.6099790 13.9295839 10.9709147 9.3837877 11.2985552 3.9933302 15.7675462 -1.2546336 8.0354249 10.6417384 5.0852547 7.4458459 8.5751289 8.7369278 3.3128249 11.0048550 9.3398892 1.7454095 -0.2546336 NA 9.5559775 3.6033830 9.9407781 7.8328685 10.1909381 5.5267668 7.0673343 13.5088258 7.3674576 8.1632587 9.4432424 7.9077974 11.6329370 8.3692876 10.5928548 7.7815794 10.4340934 -1.2546336 10.0261768 14.3129759 9.1526737 4.0308040 10.6092051 7.2372587 10.1150033 2.0673289 9.6455179 7.5846100 11.5745341 7.4000417 4.6761433 9.4801156 9.5623895 6.1291099 7.9475300 7.8976906 9.2999949 10.6014424 8.8964226 12.0138631 9.8669395 10.1274895 9.2261961 10.2645507 8.9691542 1.3303863 2.4458326 10.2556756 8.3946620 8.5926671 10.2985552 9.5853969 3.6033830 13.9757267 4.6033890 5.5655850 9.1547968 9.0514675 8.8434381 2.6523029 6.0215308 12.2035562 11.1422783 9.3218902 7.0168684 12.1462827 10.7394057 8.2806812 8.8630492 11.3244862 5.1204473 8.2913162 1.5527705 1.5527705 0.3303289 NA 9.6111392 8.6820441 9.0718353 8.3784011 9.3611551 7.9027532 9.4493096 5.9933324 7.9103129 12.7049552 10.0746416 9.7183858 11.6217310 11.6707749 9.1073497 9.6333882 9.6522965 11.6979652 8.9548593 10.1658926 9.5885419 4.0673376 3.7898023 8.2432578 11.6453293 9.8642886 13.4488770 7.0760983 11.3474088 9.1269489 11.5357545 6.9302808 9.9820181 11.4868729 9.1344995 3.0673289 1.3303863 9.6424951 7.4868728 9.8785482 9.4767249 8.9364651 10.7499776 4.2372578 10.9143162 8.8473816 9.1150033 9.2903705 1.9153297 4.7677713 10.5106921 NA 7.2048372 2.9933302 2.9153297 3.2689733 1.0673634 10.3706582 6.7054084 6.0852568 11.6145448 6.8349893 -1.2546336 5.0308084 10.3023909 10.3308380 11.0712736 10.7908243 11.2007332 9.9585102 7.1073500 9.4741257 5.3859418 10.6816758 11.7630843 9.9284210 10.1150033 -1.2546336 1.0673634 9.9103129 10.0548822 8.9802233 10.4977866 8.8235567 6.7952539 13.9097237 12.7573320 8.8875131 10.1711464 6.8101487 13.5431181 9.9933334 4.9742264 NA NA 8.0537451 NA 9.3219660 8.9682008 9.1579759 8.1117283 11.5535657 8.1800340 9.1266245 3.9153297 0.7453664 10.7639539 4.1716712 3.9548570 9.8591480 8.5414455 7.6761433 8.7439962 7.9766271 11.3143121 9.6280490 9.7587286 11.1212599 10.6192345 6.7054084 10.9515046 3.6522914 7.6582950 9.1674708 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 male 2010 NA no NA kidney clear cell renal carcinoma 40 NA black or african american not hispanic or latino NA NA 2 2 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.150177e-06 5.895648e-07 NA 10.94133428 10.84329282 10.15286028 9.52252288 4.09175060 9.52637697 8.46839189 NA 2.24132157 4.22420238 8.94493837 6.75763136 5.21148730 11.97814882 9.65809560 10.99748288 10.07166856 11.52380872 3.94589794 7.80916167 10.71548956 8.06726601 8.94301731 5.22419852 9.26321426 12.95253729 4.49983313 6.01336176 10.47910331 10.01244506 4.17267152 4.27444059 9.40950910 8.98376604 -0.02370969 11.04101431 8.83425265 6.62012743 10.74968552 11.76621263 -0.60867219 8.84766343 7.26782603 10.19584339 9.38495509 3.03516640 NA 8.25394626 4.81757210 9.77122880 7.63923651 -1.60867219 11.53431747 2.41278153 9.34228028 7.69508976 3.60075739 6.70419139 9.25472087 8.77177006 3.91487063 8.18897055 10.30718840 4.58113428 9.43022798 9.84817676 10.75462248 6.60076185 11.82188047 11.37465894 10.37821768 13.27376102 11.10168500 9.14201590 7.44659122 4.71323940 15.83115613 -1.60867219 8.67902153 11.02883958 4.73116151 7.29519128 7.42473234 3.47877771 2.84416467 11.36679877 7.63854814 -1.60867219 1.85075943 2.19865130 9.06638389 -1.60867219 9.84097363 9.20829265 11.29085478 5.36859027 6.28005249 13.48670604 7.89314618 9.59098144 5.62012890 8.63686167 10.33828835 8.70078544 10.86044205 9.18491228 12.14096899 NA 7.33675290 14.63148543 10.96140187 2.85073943 10.93482423 7.55621557 9.52380872 4.74885835 7.98002359 7.69280518 10.60593170 8.19866407 4.41367531 9.29594361 9.61350016 -1.60867219 7.62971361 8.18897055 10.18937575 9.96684831 11.12665350 12.37886795 9.11667535 10.39166119 9.18409925 10.11539654 8.13790718 1.56125281 4.67671310 10.69137556 8.93627339 10.24192168 10.42059619 10.84792012 2.29818907 13.39201329 9.93530740 11.69494708 9.87613197 10.10769977 9.77122880 6.46277218 7.69051697 7.36572403 11.77001028 11.57416889 5.98376661 11.15702400 10.60623521 10.15369110 9.75926971 10.83399336 2.63923216 9.74266783 2.71323390 6.15949397 -0.60867219 NA 9.62492866 10.39236530 9.50570201 7.12940152 9.51631561 2.97627197 8.83942522 4.88316135 6.81337333 11.12961242 10.65311010 9.45268026 12.30933367 11.58221397 8.63498271 10.11240823 10.77636254 12.11368966 9.20509018 10.11240823 9.33748432 7.89314618 1.19868273 7.97627140 10.66335556 0.01421244 NA 9.31470332 11.29179847 8.25239579 10.46578504 8.08479617 10.36392984 10.42335473 6.85074068 -0.02370969 -0.60867219 8.37857318 7.14285349 10.22419901 10.87033135 10.12559518 10.61259403 2.09173368 10.65513865 8.90897829 8.99400800 10.44625240 4.74885835 5.09175060 8.52701832 7.81337397 3.52059825 3.60075739 0.71325590 2.63923216 -0.60867219 11.23993196 1.19868273 4.52059197 8.89215086 5.05280278 -0.02370969 2.85073943 11.25433374 10.16650771 10.98166217 10.62971379 10.54486101 11.72474392 9.81966914 9.26849334 6.66445155 9.47545297 7.68592964 9.94157483 10.46277136 8.09001394 1.19868273 9.80546562 8.15618069 8.99493549 10.45571497 9.22972514 9.12517167 13.53994448 10.66393883 1.56125281 10.70872163 5.79227493 13.68381040 9.63804957 -0.60867219 -0.02370969 0.71325590 8.18897055 1.85075943 10.18858551 9.00509846 8.83942522 9.12940126 10.85202085 8.60684193 9.55870827 0.97629031 -0.60867219 11.84161816 4.19866702 3.94589794 10.16568424 9.10211534 7.56623446 5.65809435 8.30270106 11.69708580 10.36894673 10.19220896 10.50797784 8.97217998 5.22419852 8.68247954 4.13466452 6.53086044 9.02702712 10.38530883 -0.00327130 -0.00327130 0.60323000 0.00000000 -0.00442610 0.53489000 0.01419600 -0.01422300 0.06895700 0.07796800 0.04705600 0.07312000 -0.04739100 0.00014382 -0.00327130 0.01742200 -0.00895860 -0.00895860 0.00514110 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 1525 kidney stage iv t3a n0 m1 male 2010 NA no 90 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 3 2 2 1 2 2 NA NA 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 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 5.895648e-07 2.080817e-07 0.3758457 10.1323774 9.7465084 9.6496167 9.0623217 6.1745622 10.1954681 6.5634037 NA 1.8884608 4.7681367 8.4329101 9.9482056 7.8967671 12.0092705 10.4383171 8.4000375 11.4122214 12.1315432 5.0003110 9.5957962 10.0917831 8.9149800 8.8809711 8.7531328 9.3473647 13.5031706 6.5917587 NA 10.0623217 9.7348385 4.1484135 5.4912984 8.6811228 9.4535270 0.7908554 11.4432555 9.7443276 7.8242816 10.6284866 11.0322460 NA 9.2543829 4.8993835 10.3535780 10.4830382 9.3597647 NA 8.6142258 2.5982223 10.1351545 8.2584643 -0.2090612 10.8973365 1.5982223 8.9458792 8.3663978 0.3758457 6.6237484 9.4912984 8.7809626 -0.2090612 7.1831758 9.0076045 1.1127668 9.6205813 10.7809626 9.2244441 5.5722197 12.0446766 9.9117445 10.7613240 13.4720421 11.0145587 8.8663377 10.3119683 2.6977516 16.1496557 NA 8.4383170 9.9978729 5.1484095 7.5656459 8.2338023 6.2907045 2.5393077 11.2436146 8.6618860 -1.2092280 3.1127835 3.3758179 9.6542705 4.1127835 8.4183924 8.2129234 10.4000374 5.2827104 6.5051033 13.6303085 7.7363025 8.2645646 10.1511570 8.4650509 11.0765845 7.6643029 10.2892092 7.8488501 10.9920636 NA 8.1549932 14.4906208 9.1384799 2.8783134 11.5854775 8.2867135 9.8522299 3.6977516 7.8730079 7.6488393 10.8400265 8.2706387 4.6237498 9.5656457 9.0340327 NA 8.3569128 8.1329331 9.3464065 10.6685262 10.7486861 12.6462148 9.8875737 10.2996437 9.3348570 10.1451079 9.0714323 -0.2090612 1.9607712 9.7134431 8.4220357 9.7710838 10.3814456 9.9645357 5.4912984 13.9738736 6.0669825 12.0421931 9.4860868 9.8542536 8.6332089 4.0762598 6.8407074 10.9834597 11.2974141 9.6046398 7.6110373 11.4674218 10.3930935 8.9355169 9.2379418 10.9223940 2.3758179 8.8542133 6.0003110 -0.2090612 -0.2090612 -0.2090612 10.6014302 9.7738521 9.4292946 7.6078422 9.4889815 5.8461423 8.9316884 5.2986547 6.3065575 11.8883970 10.1986574 9.3814456 11.9720108 11.4340384 8.6340574 9.6596811 10.1944033 11.2466995 9.0704693 10.7692115 10.2430998 7.0762609 2.1128002 8.4365171 11.3949485 12.0400861 3.7908554 9.8295033 11.2034285 8.7978859 10.8464800 8.7022506 10.2353559 10.9862308 7.1351542 1.1127668 1.1127668 8.7171548 7.4912984 10.3246749 9.9911443 9.0136535 10.7056174 6.8020859 10.6953126 8.8173821 8.0364116 10.1223355 1.5982223 5.4347150 9.0352225 0.7908554 6.1037410 3.1831689 3.2502946 3.5982104 -0.2090612 10.7749209 5.2665917 6.7908580 10.4215808 6.4109313 1.1127668 5.0946415 10.6106385 10.3261340 11.9286503 11.0991976 11.1620907 10.9785200 8.0946393 9.4747218 6.0641887 10.8297776 11.5066062 9.9639110 11.4057985 NA -1.2092280 9.9000363 9.3521465 8.5966024 10.6951169 9.1082712 7.5085348 12.9360743 13.2493293 4.5722167 10.5807997 6.8487957 11.9259266 9.6480620 -1.2092280 1.5982223 NA 7.5221774 NA 10.5525179 8.7037479 9.1680691 9.6788408 11.4362919 8.3358231 9.3667949 4.6734999 0.3758457 11.5066062 -1.2092280 2.9607897 8.7781225 9.3055727 7.8297779 5.9707685 8.0340324 11.2854642 9.9297703 10.0411570 10.5602832 9.8888907 10.1440054 10.5586293 5.0014825 7.4597439 8.6565918 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 male 2010 NA no 80 kidney clear cell renal carcinoma 10 1996 white not hispanic or latino NA NA 3 3 3 2 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 5 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 1.629973e-06 4.508437e-07 NA 11.74318212 10.27830019 9.83335154 8.72504649 6.31504628 9.46179578 9.42298183 -1.65653532 1.60202922 4.04393938 8.41496593 8.90574590 6.96921267 12.33076764 10.96005248 11.41546873 11.32364321 11.50037674 2.34349310 8.94990898 10.03481093 8.77186380 7.93969322 6.40959290 8.93128120 15.32142076 5.81923643 NA 10.09043772 9.58489093 3.04393938 6.58200345 8.74438314 9.29551687 0.66539277 11.74491652 8.50463549 7.31504719 10.57322369 11.23262730 NA 10.43692117 4.98736180 10.51217572 10.60765294 9.02386328 1.15088457 9.21463871 3.70106105 10.39096845 8.08833721 -0.65653532 10.46177962 3.77879731 8.65298010 7.79058700 0.92850298 6.59143109 10.41630617 8.85821759 2.04393938 5.68335398 10.42332174 0.92850298 9.15648308 9.65297992 8.60677273 4.36587447 11.87981522 12.47439589 10.66655840 13.27802382 10.82151483 8.66655849 10.07439826 5.44153660 16.57474356 NA 8.47020820 9.28161295 4.49325023 6.81517833 7.48049456 6.38789842 1.15088457 10.97263256 8.51559341 11.85760123 3.04393938 0.92850298 9.53023699 2.66543825 8.02649799 8.28014160 10.04697473 2.66543825 7.29769950 13.72159523 7.73152065 8.64728429 10.27128163 7.43096681 10.67035157 8.17481086 10.94411349 8.29187104 12.62774938 NA 8.76871961 13.94013018 11.03131669 1.80293764 10.93502600 6.97649882 9.38310809 2.92846508 8.92376216 8.05946560 11.08075099 7.71636884 6.77813234 9.68391011 8.82227318 -0.07157282 8.09504778 8.52837909 9.28528476 9.80651708 9.32720972 12.05819133 9.25414639 10.47953343 9.08075092 9.62948376 8.36907252 -0.07157282 1.92846508 9.49768880 8.18585416 10.76188336 10.26460070 10.83885906 1.51344021 13.53143557 9.09337293 12.05892944 9.07057314 10.67105625 8.67217851 5.28601986 6.90192399 10.92116851 11.20575355 10.29442397 7.64499979 11.58934301 10.60941166 9.59616907 8.99634863 10.72828738 0.66539277 10.09129799 3.80293764 6.05086298 -0.07157282 -0.65653532 10.48177542 9.95729303 9.02034218 7.61263042 9.02280777 5.26236550 8.01238877 4.51342758 6.35097983 12.05860765 9.64328405 8.69444286 11.48768385 11.25620586 8.90765322 10.09379189 9.85228886 11.50715331 9.39130912 10.70927926 9.71745623 9.23376801 3.04393938 7.32649690 10.13629394 9.03894066 11.06118006 8.38621645 11.78890651 8.21848477 11.28565155 8.60911852 9.92046035 10.86018859 7.42565232 2.73582541 -1.65653532 7.48561037 7.36864352 9.70709093 10.61613343 8.67329989 11.19173536 4.71854247 10.97462159 9.01504478 8.35193216 10.28161295 0.66539277 4.27423929 9.11911387 -0.65653532 3.89809224 5.12486160 1.34352153 2.51344021 -0.07157282 10.49578849 4.75289307 5.82731857 11.91119475 6.33025542 NA 3.25040075 11.24964260 10.24738545 11.74424966 11.08644457 10.51374171 10.88290482 9.79471477 9.22395970 5.79677424 10.36552458 10.82378892 9.68613385 11.05817848 -1.65653532 -0.65653532 9.69333780 11.19075676 9.33076767 11.73340379 8.81110909 8.26385649 13.67060010 12.29506156 6.84732926 11.06118006 6.81082352 12.99455533 10.36552458 -0.65653532 0.34346468 -1.65653532 8.44153577 -0.65653532 10.72398903 8.85821759 8.57712326 9.57532481 11.58742139 7.83935876 9.25779914 1.34352153 1.34352153 10.83560714 4.40959460 3.04393938 9.94620244 8.69001753 7.27719440 10.92376216 7.75077129 11.57382434 9.69720181 9.97649882 11.21058928 10.10283014 10.59794173 10.84459436 4.51342758 7.53085576 8.60794610 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 female 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 4 4 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 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 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 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 7 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 1.560613e-06 3.121225e-07 NA 9.9896894 9.6640643 10.4098674 7.6708672 NA 8.9677586 7.8292147 NA -0.6355396 4.0859005 8.7138504 8.9414764 6.5410997 11.9383587 10.6190459 8.6747403 11.3128606 11.7211254 0.9390761 9.8714890 9.8485278 7.4760041 7.3605267 6.3890970 9.1429357 10.2551831 4.2191685 -1.8682788 9.6577184 9.4547632 2.9896840 4.1540728 8.2915796 9.5175708 -1.8682788 10.7039349 8.2991265 6.1485173 10.2241352 10.5901150 NA 10.2128588 5.0859047 10.3635295 10.1774680 8.3641294 NA 6.7791665 1.5911528 9.7431943 7.7917040 -0.2833163 10.8398654 2.9130713 8.6446563 7.1842763 NA 7.8915966 9.5159525 8.8476703 2.1317212 5.3508756 9.2814555 1.8321609 9.7053556 10.3332197 9.2512980 4.0859005 12.0095082 10.1338201 10.7353347 13.6786932 10.6056677 8.4558890 9.6906072 1.9390761 15.1988485 NA 7.8865959 11.6175376 4.7166727 7.1089886 7.8882647 5.3890952 0.4536493 11.7872390 8.6402558 NA 1.4536493 2.7755563 9.7204230 3.2191685 8.1788321 8.1232301 10.3993729 4.8865940 6.8899310 13.3436346 8.1499087 9.2191712 9.5746518 6.8664184 10.9448683 6.8425150 11.3066340 8.2415390 11.5865217 NA 3.1317047 13.0766491 10.8280239 NA 12.5350533 7.2138576 8.7325504 2.6552602 8.9486919 8.0051524 11.3578194 8.6552702 4.3411603 9.0158789 9.4754493 NA 8.6572291 8.4066689 9.6877354 10.7699180 10.2218208 11.4478145 9.4383396 9.9657843 9.5885760 9.9249051 8.2844114 2.3016462 0.1317212 10.0967711 9.0572629 10.1086554 10.4876099 9.9826765 5.3508756 13.8505622 11.0539211 13.0174047 9.3301534 10.4870594 8.7176099 3.8865989 6.2661344 10.0705527 11.3570664 9.8668412 6.8765427 11.4338174 10.4118991 8.5818886 7.9630157 10.8164570 2.1317212 9.2758503 -1.8682788 3.1760993 -0.2833163 NA 8.6728051 10.4793297 9.3551068 8.2686997 9.2194231 2.2191840 9.2808204 4.8998910 4.7316232 11.6477776 10.1832572 9.1747357 11.1237615 11.2098591 8.7325504 10.8384202 9.7039349 11.5230862 8.8998925 11.1290643 9.3949775 9.2972435 1.7166837 8.2058499 11.3221503 12.2229454 0.1317212 8.6594590 12.2766851 9.5315203 11.8935712 9.2763666 10.2824076 10.6036376 6.4581375 NA NA 8.9382579 7.4693300 10.7084288 9.8032493 8.7746625 10.6913244 7.4309166 10.6345898 8.4804364 7.8731752 10.1499085 0.7166837 4.3984940 9.6737728 2.8865892 7.0020735 3.7755668 2.7755563 4.5240261 0.7166837 10.7415797 6.0859047 5.5495614 8.8085469 5.0925204 NA 2.2191840 11.0082253 10.2231438 11.5325878 11.5931878 10.0001451 11.8034705 10.1940919 10.0276509 6.0891591 10.6589409 11.1148801 9.9232783 11.7636811 1.4536493 NA 9.8098683 8.9677586 9.1154146 10.7327827 9.0318203 8.6786030 13.3153049 13.9973450 1.8321609 10.6843775 7.2210264 11.8946094 9.7491757 NA -1.8682788 -1.8682788 7.5746518 -0.8682788 11.1527143 9.1373329 7.8234520 9.0535493 11.8066729 7.7482573 9.0467961 -0.8682788 NA 11.2333558 0.1317212 4.8459516 9.4337759 9.3387226 7.2085241 3.2191685 8.0974928 11.4471410 9.3545033 10.0404762 11.1410121 10.7397321 6.6708672 10.1418867 4.8210060 7.5537729 9.3808219 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 male 2010 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 5 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 2.670382e-06 7.629662e-07 NA 10.2668828 8.4152474 10.5815246 9.7772709 1.2188432 9.6451149 8.8968398 NA 3.4479230 3.1574480 8.1515570 9.6047126 4.1884801 12.9238345 10.9330957 8.3652065 10.7378311 11.0143487 0.6338497 10.9933627 10.3558413 10.0283503 9.9941861 6.9053509 9.2641547 13.5829392 4.8038108 NA 9.9088482 9.4644028 3.4918659 4.1884801 8.3186364 9.7702380 -0.3660574 13.2746974 9.6999768 8.4840745 10.8551727 13.3915381 NA 10.6932321 8.6011141 9.9100120 11.0943436 10.4086747 -1.3662433 8.3685973 5.8627068 11.0506852 7.5527505 -1.3662433 10.4999765 0.6338497 8.5392748 7.5880842 1.2188432 4.6111665 10.3575486 8.4217901 1.2188432 7.4185222 9.6458137 6.2188509 9.3386559 7.5967839 10.9456359 5.7424132 9.3921109 12.0957507 11.1630742 13.8210464 11.4669754 8.7437183 9.7625264 0.9558335 14.8951746 -0.3660574 8.6548676 8.4476689 4.7836348 7.3652070 7.5467772 9.4903132 1.7145313 11.4830973 8.1250792 -1.3662433 1.6338961 -1.3662433 9.3177595 0.2188432 9.4177044 8.0994541 9.9158177 7.2485975 7.3412466 12.8357818 7.7133728 8.7528289 9.4532684 6.4793777 10.7294594 9.9687196 11.2838174 8.1436628 11.1728041 -1.3662433 6.2632448 14.4945624 9.6168813 0.6338497 10.4339787 7.1096207 9.7253230 7.6590269 7.2813459 8.1495876 10.7804564 7.2375140 5.4793761 9.3829190 9.4152474 -0.3660574 8.4508714 9.0475155 9.3921109 10.2840419 9.9393794 12.4823150 9.3845947 11.0858714 9.4941988 10.6367026 8.4898616 2.8038057 7.2113169 9.9947347 8.5793314 8.8088133 10.4315492 10.2545657 0.6338497 14.0757619 5.2337999 8.0933193 8.9914396 9.3142472 7.9146584 6.1096217 5.8627068 9.2768419 11.0299572 10.1377134 8.3256311 11.8514001 10.9368121 11.0617242 9.6268260 10.6133128 3.9558149 9.3565158 2.0933235 1.2188432 NA NA 9.8530562 8.3221382 10.0907554 7.6891698 9.3476521 4.1574480 8.7683140 7.2226027 6.6015168 11.6789647 9.1613647 9.3273746 10.1416822 11.1510649 9.0943435 10.2207274 9.8031863 11.2956657 9.7365195 8.5165305 9.3089626 7.8433407 2.4412444 8.5452796 11.3210446 8.3504844 7.9030142 6.5282806 11.4278973 7.9804012 11.6486056 4.6782804 10.1778862 11.1481086 8.1788521 3.9914357 NA 8.6700613 7.8457761 10.3528485 10.1831910 8.5467768 11.1096211 5.8433407 10.7543685 9.2197890 7.6891698 10.2122604 2.3343394 4.4918659 9.9462035 NA 8.8530562 1.2188432 2.7213508 3.4918659 2.0933235 10.1903937 4.7424105 7.6367029 11.2391889 6.9006736 -0.3660574 3.7213508 10.9600362 10.3824999 10.9631234 10.7686348 10.3438331 10.3399520 8.7053500 9.1024812 5.7205028 11.3507071 11.4297244 9.7924973 11.4307384 NA NA 10.2898655 8.6534785 9.0390292 10.9617209 9.4380187 7.2992236 14.9422622 13.8268354 3.0933235 11.1525408 7.3633384 12.7401234 10.6257637 NA 0.2188432 NA 8.1237355 -0.3660574 9.5880840 8.4715155 9.2568545 8.6534785 12.1788521 8.7912345 9.4243257 0.6338497 0.9558335 10.3173209 1.8038057 1.9558335 9.5888109 9.4484701 7.7266446 5.9826149 7.4918683 11.3968925 10.2723236 9.2216652 11.0053921 9.6611025 7.9781836 10.6714346 4.2131295 7.2956661 9.0219050 9.5377695 0.00471900 0.00471900 0.01796300 -0.31762000 0.00882130 -0.00097017 0.00083195 -0.00595220 -0.06380900 -0.06380900 -0.05738500 -0.06058100 -0.34733000 0.00471900 0.00471900 0.00000000 -0.32728000 -0.32728000 -0.32728000 -0.32728000 -0.32728000 -0.31762000 0.00638710 0.00083195 0.00444110 0.00444110 -0.00595220 0.00388540 -0.33410000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -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 -0.327 0.000 -0.318 -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 -0.334 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 -0.327 0.000 -0.318 -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 10.158919 11.771679 10.034767 10.807253 9.901260 11.273681 4.564622 4.093315 7.664555 7.895982 13.792931 9.204018 9.670748 8.754411 8.396785 8.499621 11.485051 6.564625 10.864809 10.313807 8.458846 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 female 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.699334e-06 6.242451e-07 NA 10.9798905 8.8394183 10.8161307 8.8333031 0.1467855 9.2269540 10.4740101 NA 4.3179263 3.3562565 8.1369065 10.0551954 5.7688539 12.7051039 11.2858744 7.6956243 11.0359264 11.7147588 0.1467855 9.5974986 9.8541618 9.1453932 8.7327040 8.8687562 9.2715702 14.1735639 5.8882708 -1.8530842 9.3434049 8.7176072 4.2553270 5.8949948 9.2631466 9.4659104 1.8472353 12.5421360 9.7960589 8.3828168 10.6248139 12.2263709 NA 10.5941443 7.1884622 9.9273426 11.4226363 10.7071355 NA 9.0256199 4.2342637 10.5245555 7.5938863 -0.8175619 10.1088058 1.4381331 9.1559316 7.5283455 1.9541591 4.8882708 10.5340124 8.6605304 1.1467855 5.2553270 9.5928522 7.1663931 9.5944026 8.2448347 11.5671578 7.0626819 11.7444212 13.1915810 11.5964673 13.5840021 11.6240551 8.7476449 10.3073045 1.9541591 15.6991041 -1.8530842 8.6416584 11.3963607 4.8747232 7.1691704 7.2074986 9.4905437 1.7317480 10.9497229 7.7513559 15.4006872 0.9541218 4.3366262 9.1816018 4.7906574 9.2637964 7.8455076 10.0063376 7.5369714 7.6265830 12.9257012 8.2722164 8.9605838 10.9743440 6.7242314 10.1603801 8.2644459 11.5605629 8.0416203 11.0425673 -0.2682954 5.2448338 14.7976301 10.1425699 2.0537022 9.7090452 7.2316110 9.4356688 4.0775421 8.5783002 7.9428423 11.2039484 7.0863815 6.7013910 9.4585510 9.3959162 2.3947336 8.0804935 9.4269935 9.5918176 9.9075227 9.8165736 12.2157766 9.9145733 11.0801246 9.5551324 10.6361490 8.2179165 3.4687267 8.0745809 9.8214365 8.4528643 9.8815123 9.8683292 10.5564588 -0.2682954 13.8799770 4.5730654 9.5185794 8.5207554 10.3816202 7.3683895 5.4596841 6.1240820 11.0073078 11.4530069 8.9215899 8.5391200 11.4074665 10.5751629 9.2793025 9.8156877 10.8734467 5.1580300 9.5399625 0.4687397 3.1468018 -1.8530842 NA 9.9513372 9.0210158 10.4740747 7.3828168 9.4238576 4.5043534 8.8532986 6.2500899 6.7052232 11.7535549 8.7888544 10.9577760 11.0891340 10.9052342 8.6133891 10.0121493 9.8507063 10.9637864 9.8036744 9.5938859 8.9125032 5.5043534 3.9016875 8.0804935 11.3920583 7.2086333 5.8541628 6.9064914 11.7285918 8.5466148 11.8022217 8.7061800 10.2540199 10.9987470 8.0626819 3.4322111 NA 9.0279168 7.5131251 10.4619523 9.9371512 8.1747085 11.6034139 4.9149854 10.3828169 8.9954257 7.9969897 10.6706097 3.8192288 3.4322111 10.5977562 -0.2682954 8.0745809 2.2342560 5.7541339 5.1468018 2.7317698 10.8012150 6.2128922 7.3464747 11.2203101 5.8171039 -1.8530842 3.7615087 11.1958004 10.5090206 11.2509100 11.2088489 10.3565607 10.0827045 8.9891532 9.3536583 5.7770330 11.4919307 12.5685389 9.8870052 11.4872092 0.7317915 NA 9.9852188 8.7915605 9.2683364 11.2529043 9.1822893 8.2540200 14.2290350 13.5459805 2.7317698 11.1438058 6.9890584 12.8417591 10.5353582 -0.2682954 -1.8530842 NA 8.1482112 4.0047800 10.2670503 8.7147590 9.1918797 8.4687307 12.8508685 9.1205002 9.4695759 1.6062527 0.7317915 10.7793436 3.4687267 2.6062290 9.5561937 9.1432763 7.5959512 8.6306184 7.4298913 11.4866527 9.7359856 9.7213962 11.5095685 9.5243170 9.0664111 10.9071068 5.1436424 6.9765252 8.9477027 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 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 11.002839 12.048141 10.306989 10.776159 10.573854 11.115110 6.712857 3.606229 7.508746 6.666438 14.048565 8.866157 12.480657 10.178952 8.170432 8.341560 9.598014 7.100999 10.898556 11.656949 8.626583 8.967460 9.437927 7.316728 7.141156 10.956571 12.707852 11.1683033 10.4955309 0.7317915 9.0171675 7.5283455 10.3926525 10.1393871 11.9105338 10.2876325 10.0094401 8.1197826 10.8103608 7.4460105 8.4676031 9.5288864 7.3117093 6.2500899 9.2683364 8.2837940 13.2531203 8.8411605 13.1449083 6.3715275 12.5661046 11.2823517 16.2235506 12.4671802 13.6516528 11.1793651 2.4687397 10.6686485 10.2780167 11.4571315 9.1425699 10.9577760 9.2952792 10.1244405 12.2615211 12.0519076 6.8227595 6.3117102 13.5368716 10.9316421 10.4399870 6.8262828 8.6052095 -0.8530842 11.3904230 NA 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 male 2010 NA NA NA kidney clear cell renal carcinoma 40 NA white not hispanic or latino NA NA 1 2 4 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.080817e-06 6.242451e-07 NA 11.3890558 9.1898982 10.6457294 9.3160649 NA 9.2754411 8.0002282 NA 0.6842802 3.3381534 8.8512187 8.3456434 5.6839238 12.2619717 10.0428213 11.9076883 11.3629809 11.5209572 3.0751218 10.0078216 9.9915913 9.6111676 9.3154290 4.4720068 9.2187531 13.6962202 5.4811084 NA 9.7916484 9.7541255 3.5944888 4.3584455 8.4338391 9.7189708 NA 12.2452066 8.2910519 11.6703100 10.0732349 13.1535769 NA 7.1850320 8.5776150 9.8564744 10.3837571 6.8012195 NA 7.9755792 3.9755752 10.7815532 8.3982443 NA 10.4613422 2.6051861 8.7247301 7.7588108 0.1682569 7.0781166 10.4388114 8.3788952 4.2767497 7.1682238 9.5208192 -0.2467378 8.9836073 9.4131826 8.1238741 3.0261981 12.0219186 13.9689723 10.9147384 13.3175346 11.5725674 8.2949286 8.8291113 2.5605438 14.8232935 NA 8.2221501 11.3439295 4.5776161 7.4513125 7.0042744 4.5944888 1.1681927 11.4179301 8.1229729 NA 0.4901593 -0.2467378 9.4495746 1.8686473 9.0385887 8.1822444 10.7148774 4.1224242 7.3026508 13.4726467 8.4536262 9.4466735 8.9731618 7.1311203 11.0394883 7.3873927 11.5252262 7.8876130 11.3867873 -1.8318715 2.8686670 12.6136916 10.3718780 NA 11.9382685 7.6680702 9.0615256 6.7718499 7.3873927 7.9528589 10.8262123 8.8308926 6.0262047 9.3970427 9.1136679 NA 8.6297034 8.0736109 9.8781694 9.7039854 11.4504438 12.1762508 9.0758658 10.6452234 9.3727952 10.2143249 7.6527045 -1.8318715 0.4901593 9.7208932 9.0168470 9.4244624 10.6386288 10.1720933 2.6917798 13.3828847 7.6819517 13.2103109 8.7560015 10.3490657 7.7015539 5.2871657 6.2126180 11.2241843 11.5896315 10.4625576 9.0331840 11.7400964 10.7639478 9.8621465 10.7395027 10.4799724 1.3381677 9.4315578 4.9755797 0.1682569 NA NA 9.4042383 10.4021433 10.0870873 7.3481333 6.7745552 3.2556820 8.2343131 4.5605438 5.2637255 10.7349917 10.1347296 9.7131885 11.4158549 10.9981450 8.5821480 9.9800002 10.1494345 11.1180508 9.5136293 11.2465417 8.9355809 9.6839240 1.9755935 8.0630418 11.1611624 8.6746012 -1.8318715 8.0017465 11.3973433 8.5202674 11.9916908 6.1569082 10.0649348 10.9618274 5.5860772 0.7531766 -0.8318715 7.2845678 8.1033891 10.6760187 10.1685762 9.9483537 10.5524682 4.8824719 10.6744771 8.5871309 7.8651913 10.5626868 -1.8318715 3.9495816 8.7102885 1.1681927 6.2180720 3.3776791 2.2556820 3.3381534 -0.2467378 10.9947725 5.1107391 5.5519282 9.5476025 5.8742019 -0.8318715 1.4901593 11.1311201 10.1947475 11.4069273 11.3340732 10.3632886 10.9289440 9.7447084 10.4898675 6.1776049 10.5457058 10.7051998 10.1372508 12.6788646 0.4901593 -0.2467378 10.1412039 9.3236747 8.2248617 10.9947785 9.3940341 8.5356389 14.1050460 14.1834213 NA 10.8703968 6.1782764 13.4265325 10.1565537 -0.8318715 1.6276535 0.9755568 8.4639931 NA 10.5792053 9.4940917 8.8634522 9.1982014 11.1127532 8.7847729 9.4010766 0.7531766 -0.2467378 10.9781931 1.6276535 2.8686670 9.4256118 10.0401293 7.6132392 3.9755752 7.4420195 11.8095985 10.3462664 9.8134322 10.9703365 9.8437402 7.6600772 10.5503077 3.8451689 6.7975811 9.5653639 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 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 1 6 4 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 5 0 0 0 0 4.161634e-07 2.080817e-07 NA 10.5040458 9.1006510 10.5082722 7.7245364 5.2025313 9.3704673 8.0815724 -0.1313132 0.8370552 3.4535966 8.1509465 10.4429082 5.0251351 11.8665151 11.4155245 9.1078306 10.9143897 11.8052679 1.7430841 10.1342451 10.8274244 7.8440002 8.8208858 6.2948946 9.2393174 11.6476776 4.9701680 -1.7164338 10.0137131 9.6967666 3.8072313 3.6412223 8.2623782 9.6450630 0.2836848 10.9349435 9.7568658 7.4734923 10.4778087 10.5922910 0.8686078 9.0592777 6.5965506 10.2723522 10.6858802 9.5256506 NA 8.0958448 2.1905517 9.7720098 7.8798571 NA 10.8650447 1.6759965 8.9771545 7.9543237 NA 5.9275244 9.8057585 8.5315951 0.8686078 5.3711302 8.8705074 -0.7164338 9.6488964 9.6770580 10.1913094 6.8228257 11.6714493 14.1580726 11.9513335 13.8332116 10.8291147 8.6466084 10.8113889 1.9841154 15.7154915 NA 8.8189429 10.2882392 4.5124861 7.5736866 7.3443634 7.1815131 0.8686078 11.3674792 7.1766958 4.7594009 0.8686078 7.2232468 9.2334943 4.0910228 8.5457622 8.1693638 10.1928106 7.4510858 7.5363327 13.1443666 7.9841074 9.0192235 9.9845406 6.6235172 10.0638505 9.1118039 11.2671956 7.9075493 11.3821932 NA 4.1416453 14.4793281 10.1735517 -0.7164338 11.9518877 7.3225862 9.4039055 6.7594009 7.1291573 8.1149750 10.7634478 7.5220722 3.4535966 9.6301812 9.4784244 1.0909889 8.3307914 8.8430445 9.8577879 10.7474473 10.3157133 11.6956088 9.7904710 10.2541329 9.6434170 10.2232467 8.3836464 4.3497545 2.1905517 10.1455298 8.7684904 9.4931636 10.7062580 10.4613985 4.6930576 13.9102321 9.9070918 12.3682268 9.5190834 10.2472861 8.4397507 5.0385547 6.2378639 9.6262979 11.4844129 9.8639261 7.2609478 11.4326064 10.6608781 8.6179409 10.9259449 10.6210107 3.3711267 8.6809358 1.4535966 2.0910228 NA NA 9.5655976 9.6510822 10.4660619 7.5148884 10.1274512 6.6543553 9.4321441 5.7182959 6.0446870 11.5771392 10.3810413 9.9450003 11.2840197 10.5650180 8.5874483 9.9640270 10.1252319 11.3634856 9.3225864 11.3621519 9.4567199 9.3889214 5.6145832 8.9979131 11.6735677 11.3773987 -0.1313132 8.1603686 11.6283795 9.2451172 11.9800918 8.1830244 10.2125560 10.7164704 6.3170906 1.0909889 -1.7164338 9.1670746 8.1212952 11.0124384 9.5805838 8.5679131 11.0416825 8.8228264 10.5448104 8.7482133 7.4510858 10.6633166 2.6055892 4.5874490 10.9177979 9.0047668 7.6695300 5.6587056 6.8759004 8.6178851 0.2836848 11.0236590 6.7954202 7.3711302 10.3353115 5.4293448 -1.7164338 2.6759740 10.9052615 10.3307914 11.3512699 11.3684759 9.9472256 11.0370932 9.8401735 9.6193761 6.5074284 11.1909338 10.8254901 10.0162590 11.8778755 4.1165561 0.6055892 10.3043003 10.1173483 8.6845470 10.9454634 9.0107370 8.3157134 13.5221096 15.4446911 1.4535966 11.5924332 8.2760392 12.2878002 10.1149747 -1.7164338 -0.1313132 NA 7.7573733 4.4129508 10.5067642 9.3624855 9.2751894 8.6510822 12.5547657 8.3816995 9.1490297 4.5124861 -0.7164338 11.2580821 2.1905517 2.8072313 9.1361970 9.5954158 8.2407694 6.7795224 7.4283258 11.2868340 10.1474666 10.4682329 11.0594835 9.9084630 10.1540323 10.9398689 5.0554213 7.4857915 9.0894113 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 1525 kidney stage i t1a n0 m0 male 2010 NA no NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 2 1 5 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.202042e-07 2.42762e-07 NA 10.66514038 8.78751442 10.30324592 7.89575339 5.20602582 9.58906365 9.53056474 -1.49451552 -0.23735353 2.96500848 8.29837468 10.19514566 5.10549790 12.27717701 10.74040185 9.76650390 10.58273390 11.67644836 0.09058248 10.44001243 10.62938249 8.25545400 9.08490031 8.11276685 9.17800970 12.50611879 3.41246992 NA 9.74458614 9.68113403 5.14944229 4.45977914 8.34163490 9.40494122 2.31292651 11.40513013 10.05103162 8.78751442 10.57133712 11.13903378 NA 10.24367670 8.91815423 10.13129327 11.21013653 10.70525672 NA 8.57972587 4.86313563 10.24409894 8.03891405 -0.49451552 10.63958066 2.07117916 8.98536466 7.51120867 -1.49451552 6.69540927 10.11707032 8.44516345 0.50558610 6.43632177 9.46848048 5.58239944 9.85707576 8.70280124 11.32915068 6.03696482 11.15340478 12.59875434 11.21164864 13.07282750 11.01139591 8.62313673 10.00043993 2.82751420 15.37488905 NA 8.83425929 10.64513574 4.06017712 7.72958608 7.18506472 9.19208490 2.34857237 11.16133870 7.58167814 2.31292651 NA 3.41246992 9.50839934 2.31292651 9.79675510 8.55679342 10.38669834 7.92975076 7.42444766 13.28278832 7.87409057 9.06878070 10.05921371 7.55815281 10.53315868 9.46848048 11.01362675 8.02718502 11.28407226 NA 7.60624678 15.27629990 10.52864564 1.31295554 11.28653420 7.29674739 9.90859648 3.26047737 8.33372069 7.70280089 10.83873972 7.74637592 4.98131839 9.10456730 9.50346959 -0.49451552 8.66671612 8.61541519 9.67738667 9.43484274 10.74369049 11.83631646 9.92396415 10.78548508 9.65723519 10.47676868 8.16937387 1.82749387 2.96500848 9.79905605 8.20255191 8.47999887 10.70095662 10.44699889 3.45978569 13.35586891 9.54724352 11.90926222 9.90593013 9.43188032 9.05344291 4.71503672 6.40645164 10.72837930 11.32456593 10.05729267 7.09804156 11.64395059 10.71290379 9.46050771 10.26755113 10.62420108 4.28694766 9.09024636 5.61410909 4.50558610 0.50558610 NA 9.14582926 9.93237334 10.54621654 7.17092052 9.64117823 5.06017279 8.87299924 6.59834138 6.52756302 11.90793031 9.36589546 9.43188032 11.69726055 10.74518295 8.85541856 10.00692407 9.59701972 11.28694408 9.37054422 10.18814014 8.77119958 8.46268630 3.14943823 8.96706396 11.32056732 4.94021374 2.67549981 8.12926498 11.38688955 8.92764909 11.71579910 9.09054702 10.43225104 10.93603696 8.23520529 2.41248347 NA 9.45832561 7.71990351 10.63132068 9.94541530 8.65786934 11.09546955 6.09054649 10.56399225 8.85873106 7.81164635 10.76562185 2.50558610 4.71503672 10.17668318 0.50558610 8.77237099 4.33847433 3.47643354 3.63487202 2.09054860 10.94073372 5.69540927 7.06400547 10.41428471 5.55150679 -1.49451552 3.93185322 10.96655217 10.34281805 11.03599072 10.97115078 10.41247500 10.41660185 8.67300266 9.39657053 6.42265855 11.09523553 11.47046671 9.87518168 11.22796502 -0.49451552 -1.49451552 10.59801117 8.41996944 8.43927489 10.99025624 9.13857951 7.95266787 13.94349898 13.85973045 5.65533179 11.37054433 7.40587752 12.73049047 10.51506310 -0.49451552 0.09058248 -1.49451552 7.51681178 3.96501772 10.39318578 9.20428894 9.22924542 8.40946604 12.40153829 8.94125453 9.20236948 6.92764880 NA 11.03501494 3.54997714 2.96500848 9.30081241 9.49284841 8.09429889 8.02325369 7.88712738 11.36239893 10.10642645 9.94333649 10.81960113 9.80708053 8.94437620 10.75706676 4.79504999 7.18154189 9.06113219 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 female 2010 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 2 1 4 3 1 2 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.468028e-07 6.936056e-08 4.831446597 11.142897642 10.425346947 10.642414217 4.168481585 6.712803476 10.185910143 12.977996620 NA NA 7.112299792 8.399437301 7.779917610 3.905447179 11.458501867 9.422724343 10.678917515 10.427964791 11.908263621 1.320484678 9.254766689 10.963259886 6.117499734 7.809129504 4.698996301 9.242921847 7.302339159 -1.001443417 -1.001443417 9.282803723 10.430577893 10.717090916 4.283958802 8.653194045 9.089993293 -0.001443417 8.763429502 7.572205287 9.695525501 11.232776700 10.731573347 NA 8.468200030 7.681552572 9.727328794 8.553146971 5.952755223 NA 7.638802967 0.998556583 10.172235220 7.896403250 2.698996301 10.743295151 2.240405926 9.580135307 8.224970222 NA 6.649609711 9.322738482 8.494413210 3.086019424 4.779916297 9.257124032 3.753444085 9.734960038 9.148305228 6.514258000 3.522118539 10.149936207 9.974405985 10.003480667 13.844929888 10.529452028 8.755114241 9.056549661 0.583519084 14.138948465 NA 8.045682133 10.442019647 3.753444085 7.667442987 6.760109147 1.320484678 0.998556583 12.451957282 6.918612830 0.583519084 1.320484678 7.609582858 9.457989638 8.945464321 8.740024919 8.662116112 10.465144350 2.998556583 6.553146971 13.320345222 7.716234378 9.812339218 5.975838799 9.001373006 10.524783417 9.691173481 11.571495030 8.549304909 11.742340555 NA 6.198230893 15.691854396 8.961454036 NA 11.592415970 8.018148981 9.884254330 1.583519084 6.474291637 8.015366544 11.285404531 7.347286509 2.168481585 9.385498338 9.729028080 NA 9.130415088 8.850307187 10.430055651 10.424822807 10.705917184 11.755368654 8.690301499 10.091315179 9.577874031 10.780737253 8.950119596 3.856537578 5.441500079 10.220145156 8.723071802 9.613424279 10.566514086 10.871617594 2.998556583 13.801881947 8.620609869 13.486649206 9.340632586 10.720511649 9.784010524 2.168481585 6.856538823 6.583520588 11.269145385 11.222258108 6.188383120 11.490338474 11.099220369 8.653194045 9.250040415 10.774991098 5.127839600 9.833289706 -0.001443417 4.457988202 -0.001443417 NA 7.101845442 10.417991610 10.275845380 7.377936685 9.748150910 2.168481585 9.206792406 6.779917610 7.513942307 11.845223716 11.047725887 9.247671460 11.967764647 9.455938900 9.406887812 10.001373006 10.219540886 12.190079972 9.511298430 10.379019057 12.732526634 11.126229970 6.746750776 8.896403553 11.374683439 12.166303892 NA 7.966418354 10.403699537 8.778277253 11.497905663 8.203129196 10.772109332 10.242327044 3.390874006 2.805911505 -0.001443417 9.670983341 6.899424600 10.423249246 9.224970222 9.823516757 9.809932723 4.246484097 10.993911791 9.565563477 7.587272719 10.619236093 7.470233425 4.320484678 8.954207945 9.619694163 7.568413712 9.268853313 -0.001443417 2.583519084 4.208009949 11.154324977 3.583519084 6.773344962 10.531994865 4.613266427 NA 0.583519084 10.918538594 10.755531228 11.567701586 11.151476618 10.731997108 11.813340741 10.997853381 10.170178954 6.261122696 8.890341806 8.056549932 10.548342696 11.533104111 5.390874006 -1.001443417 10.351153250 7.975838226 9.497407187 10.917793786 9.585397873 8.484387503 15.738206805 12.130254255 3.642412773 10.928186273 6.917182294 11.413243247 9.342853824 0.998556583 NA -1.001443417 8.872002235 NA 9.808326160 9.332831211 9.359405205 10.185291359 11.231278731 8.635182655 9.075240062 1.583519084 -0.001443417 11.324987532 -1.001443417 2.320484678 9.582581029 11.092305700 7.698997690 4.127839600 8.075373785 10.873155237 10.786460613 9.775813379 10.735805364 9.772521436 6.522120109 9.475304206 5.442661562 7.315971008 8.864291402 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 0.00000000 0.00000000 0.00000000 -0.00360110 -0.00170580 0.00208050 -0.00110870 -0.00110870 -0.01354000 -0.00353640 -0.00013985 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.4823740 11.9287409 5.2653431 10.6669998 7.7400249 9.5152429 3.9527529 1.3204847 10.3074488 0.5835191 9.7667424 8.5321993 6.9054484 7.6573763 8.2770539 8.1174992 12.4609325 4.5531454 11.7438122 8.3182301 8.6297351 8.8474470 9.8230475 7.6885560 8.6297351 10.8448319 12.5726785 9.314839 10.221956 8.270021 8.784828 7.853426 9.545452 11.288001 11.801680 6.482374 8.388727 7.075373 9.933723 5.407948 3.168482 9.192083 6.236963 8.967225 7.070020 9.906200 11.697697 8.847181 12.728179 3.835995 6.992911 8.006987 13.843656 12.309029 13.450864 10.618320 -1.001443 10.118796 11.687245 10.662116 9.130415 9.247671 8.820332 10.029915 8.667443 12.573978 4.127840 5.148304 13.488896 12.083366 8.488406 6.474292 11.450284 -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 male 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 1 1 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.352531e-06 5.895648e-07 NA 10.8064470 9.5339540 9.8637198 8.0652702 6.0785266 9.2765223 5.5734715 -1.2789336 -1.0159576 2.8084468 8.6005578 9.8959001 5.1804065 11.4431416 10.7894169 9.8017921 10.8285185 11.5816735 1.0429244 10.3059370 9.9322545 7.9877608 8.0224705 5.9401433 9.3421107 12.0667955 5.0960130 NA 9.7481893 9.4222809 2.9689018 3.5794577 8.3594105 9.3612194 NA 11.0488078 9.4708439 8.1659893 10.1870510 11.6515271 -1.2789336 9.6112388 6.1885809 10.5395567 10.7405653 9.3898595 NA 7.8347169 1.8909136 9.5145778 7.9497935 -0.2791087 10.4386509 2.4758631 9.0619374 7.6953891 NA 6.4691680 9.5742841 8.0429026 0.3059122 5.9008837 9.5805092 4.1804025 9.6882008 9.1440905 9.6867588 3.4214118 12.4394988 14.8034770 11.3834204 13.6745799 10.7071721 8.7209744 10.3854218 4.0063788 16.2160878 -1.2789336 7.9877608 10.4870893 4.1804025 7.7843698 8.0719139 5.8808447 0.3059122 11.4343610 7.9269874 -1.2789336 NA -1.2789336 9.6165498 1.7209788 8.4825256 8.4179419 10.3585051 5.6157929 6.8959000 13.7775699 7.7405654 9.0927511 10.9197265 7.1472395 10.4537101 8.9617660 10.9857103 8.2908303 11.2560068 NA 5.9497940 14.4147337 10.2262898 0.3059122 11.8924641 6.4957623 8.9107992 3.2445370 6.7377827 7.9107992 10.8627623 8.4386509 3.0429069 9.6634891 9.8209797 -1.2789336 8.1906163 8.2697962 9.4741912 10.6334896 10.6286163 12.0992748 9.6817005 10.1696071 9.7755788 10.2846475 8.0556279 -0.2791087 1.7209788 10.4825257 7.9641485 9.3512871 10.6097178 10.1170441 5.8084365 13.7859698 7.6248561 13.5729675 9.6353597 10.0757749 8.9206467 3.9304251 6.8294995 10.8421842 11.5092850 9.8839951 7.3827528 11.3304141 10.7957850 8.2620713 8.9970990 10.6524507 1.8909136 8.6676470 2.8908941 NA 0.7209788 NA 9.4932891 9.8858815 9.8643576 7.6097180 9.4070810 0.7209788 8.1946800 7.9712728 6.6648369 11.5738941 10.5166083 9.6678808 11.3326910 10.7388269 8.7749004 9.5162025 10.1587266 11.5582082 9.4833565 10.7332498 9.7322017 8.6968226 1.7209788 7.9058497 10.9270731 10.6630015 1.3059122 8.1932794 11.4375797 8.8681793 11.8227861 8.6127583 10.2547909 10.7745611 7.1556025 0.3059122 NA 9.1367164 8.0916618 10.3157656 9.3916307 9.1197183 10.3778463 7.8268827 10.7165580 9.1356598 8.5506972 10.3356843 -0.2791087 5.0785244 10.0081097 NA 6.9877608 2.8084468 6.1132921 4.1804025 -1.2789336 10.9224858 5.1132921 5.5153908 10.5431271 6.0872973 NA 1.3059122 10.8047862 10.5475230 10.8311315 10.9818940 9.7384789 10.9362041 9.1956945 9.4573764 6.6206333 10.5174198 11.6066709 9.6494930 11.5812856 -0.2791087 -0.2791087 9.7742216 9.4022129 8.8057829 10.6104785 8.6838705 8.3283047 14.1980054 14.8653739 4.6982518 11.6901811 7.6596135 12.0371146 9.7619491 NA 0.3059122 NA 7.8163712 0.3059122 9.9058808 9.2237964 8.4352202 7.8983940 11.8742099 8.1783556 9.2081614 2.0428894 1.3059122 11.1443531 3.4758631 1.0429244 9.4144614 9.4957615 7.8137318 6.7816705 7.6005574 11.5449387 10.2726827 9.7653687 10.8031235 9.5866614 8.0981853 10.3319993 5.0325858 7.5695974 9.2017647 9.5750636 -0.26786000 -0.26786000 0.11896000 -0.25085000 0.15794000 0.09806100 -0.27959000 -0.27660000 -0.14457000 -0.14457000 -0.14457000 -0.14457000 -0.29703000 -0.26456000 -0.26786000 -0.64240000 -0.64701000 -0.64701000 -0.64701000 -0.64701000 -0.64701000 -0.25085000 0.11680000 -0.32744000 -0.64118000 -0.64118000 -0.27660000 -0.25823000 0.00091028 -0.277 -0.277 0.000 0.000 0.000 0.000 -0.258 0.000 -0.274 0.000 0.000 0.000 0.000 -0.241 -0.241 0.000 0.000 -0.265 -0.265 0.000 0.000 0.000 0.000 0.101 0.101 -0.528 0.119 -0.260 -0.260 0.130 0.130 0.117 0.117 0.000 0.000 -0.280 -0.280 -0.641 -0.641 -0.145 -0.145 -0.277 -0.277 0.000 0.000 0.000 0.000 -0.258 0.000 -0.274 0.000 0.000 0.000 0.000 -0.241 -0.241 0.000 0.000 -0.265 -0.265 0.000 0.000 0.000 0.000 0.101 0.101 -0.528 0.119 -0.260 -0.260 0.130 0.130 0.117 0.117 0.000 0.000 -0.280 -0.280 -0.641 -0.641 -0.145 -0.145 9.889020 11.685676 11.946182 10.253330 9.980129 11.379855 3.720979 2.305941 7.134603 5.042903 12.370568 8.521421 8.210822 9.417768 7.904759 9.233715 11.787232 7.462442 10.496173 9.683870 8.722383 8.399258 9.689454 7.495762 7.410973 11.161584 13.011929 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 1476 kidney stage iii t3a n0 m0 male 2010 NA no NA kidney clear cell renal carcinoma 20 1970 white not hispanic or latino NA NA 2 2 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.011456e-06 6.589254e-07 0.03941918 10.76058748 10.42319261 11.02746282 8.13752043 NA 9.74252671 9.38613496 NA 0.93869981 3.56304828 8.09477075 9.42319261 5.87237815 12.42925404 10.66747811 8.07015530 10.68604699 11.56280522 0.03941918 9.04089654 9.41669874 7.69412453 8.48657159 8.36141659 9.02105547 13.35364665 4.16877038 NA 9.48243186 10.02461860 3.73992369 4.87263179 9.10018425 8.71896844 0.03941918 11.20722003 9.77419784 8.66884493 10.45470192 10.85046152 NA 11.22219301 7.05071608 9.53833756 10.57038229 10.28563502 NA 7.99077281 3.62445187 10.09069719 8.14277590 NA 9.96274898 1.03948937 9.02817295 8.11630393 2.49891461 5.65419778 10.01103181 9.01676818 NA 5.79437687 9.95984114 5.10557751 8.67973308 8.78768124 10.57864715 4.03948937 12.65697987 10.64265095 11.10187176 13.12338308 11.17005887 8.31561287 9.76058740 1.36143150 14.88781781 -0.96044044 8.03384198 11.75909103 3.94637529 7.44036756 7.37487864 9.58155293 2.27369491 11.16812709 8.25315161 7.29687584 -0.96044044 3.49891461 9.27430570 3.79437427 9.09069732 8.12695118 10.15453195 7.29687584 6.61691783 13.88404695 7.95835145 9.50096772 10.86603678 7.95237783 10.58975890 8.49686935 11.77123157 8.17391444 11.99822223 -0.96044044 5.46575249 14.97610323 10.58252006 NA 11.23362950 7.46994050 9.22807720 4.16877038 8.95835145 8.11630393 10.68289357 7.11630341 5.16877038 8.35916050 9.73732459 NA 7.55518806 8.36591777 9.97096449 10.43180575 10.04651562 11.60084783 9.25986658 10.43823202 9.43716302 10.03171857 7.67448113 4.59407673 1.36143150 10.09137694 8.96430072 9.33994373 10.17583868 10.29274483 3.03948937 13.58867131 6.45734148 13.39194559 9.41886669 10.36984497 9.78348121 4.32488979 6.34326923 10.90522159 11.12230264 10.12429673 7.39704052 11.70174055 10.89084694 9.69680673 9.48553772 10.28444670 4.20941437 9.27094959 5.43180679 7.31095172 -0.96044044 NA 9.34555006 8.23670499 9.80932617 7.65787362 8.60959061 4.28741319 8.81427547 6.90985349 6.87869224 11.67021045 9.39263512 8.72248276 11.75416313 11.92289528 8.97759762 10.44356542 9.84361929 11.90927489 9.44887928 9.92670888 9.70037556 11.66565360 5.36141747 8.35237144 10.60363775 6.39219376 1.84683427 8.60997025 11.84240849 7.91907128 11.95443393 7.58638271 9.45523001 10.68469638 7.27789272 -0.96044044 NA 8.90367431 6.96430043 10.15192780 9.33410900 7.86285553 10.78893876 4.87238062 10.75137894 9.26228328 8.27550252 10.15842931 3.94637529 3.89747279 9.87079546 0.03941918 9.18414662 2.49891461 5.78068542 3.73992369 4.97022786 11.05490334 5.60934424 6.95237783 10.53779905 5.06185395 -0.96044044 3.28741319 11.13059302 10.36872405 10.92632802 11.06428166 10.20187960 11.94919392 9.28741573 8.94824106 6.75345879 10.90599449 11.44569329 9.67792414 11.99858465 0.03941918 NA 9.90522151 8.95536773 9.29215365 12.05699269 9.20313801 8.39263512 13.59814816 13.44429724 2.36140343 10.49327335 7.00884652 11.06046823 10.45205814 1.03948937 1.03948937 NA 8.04230343 NA 10.67929931 8.23916076 8.51319423 9.10826647 12.03260358 8.04511310 8.99081677 1.03948937 0.03941918 11.98913265 1.36143150 3.20940657 10.21566149 8.95536773 7.07840703 6.72598922 7.99949046 11.68041104 9.07840729 10.01461975 11.32633477 10.01175014 8.22188288 10.43876618 4.41034789 6.87869224 9.41126501 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 female 2010 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 3 2 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.040408e-06 4.161634e-07 NA 11.9614901 9.0841509 10.4578866 9.9690788 3.5714827 10.4034027 8.2513565 0.8710551 3.6376450 5.3788410 7.7227959 8.5818532 6.7102499 13.1177874 10.8194140 7.9181709 10.9638039 11.5794841 2.6784100 10.7555989 10.3950987 9.9154408 9.6342591 6.5898878 9.0003299 14.5034741 4.2973088 -1.1291027 9.9743346 9.3366132 4.4857553 6.6912257 11.5643159 9.8899424 8.1070612 13.3556809 9.0054730 9.6491239 10.8375522 13.1828660 -1.1291027 9.8533273 6.1189743 8.7460282 10.7208428 8.7305815 3.3304724 9.9431794 5.7658636 11.4832242 8.4256355 2.0409625 10.3355414 -0.1289449 9.9527966 7.8194140 5.0409713 5.0804999 10.9485301 9.4513053 1.1929516 6.8597311 10.1957899 3.6259367 9.0596357 9.4034028 8.4024284 1.1929516 12.2514537 10.9229354 10.7502471 13.0004908 11.3373782 8.6342593 9.0998654 3.1189743 15.7198042 2.0409625 7.6125140 8.1237122 4.7536901 6.6057565 7.6392314 6.9531954 1.8710551 11.2258471 8.4799855 11.3176132 NA 2.8710551 9.6767907 3.9154444 9.4265946 8.1142207 10.1489153 4.0805042 7.2064371 14.0729792 9.6049096 8.8597314 7.8368312 7.5749507 12.0567368 7.4294678 11.2836166 8.5870086 11.8443854 -1.1291027 6.8654005 13.0862764 10.5390453 1.4560176 9.0384650 7.9017141 9.6888299 5.5989666 11.2164520 7.6392314 11.9330929 7.2973116 6.7102499 9.0719455 8.3284277 1.4560176 8.1307898 8.7988246 10.0169789 9.4653713 10.0658036 12.2032736 9.0509560 11.9515312 9.5212009 10.5844333 8.3982499 2.3304724 3.5149050 10.1016677 8.4597615 9.0003942 10.0283937 10.4508341 -0.1289449 13.4649047 6.3467796 9.3618977 9.0902154 10.1302015 9.2920595 4.5714887 6.1094525 10.5951343 10.8622142 9.8885512 8.7884188 11.5788286 10.6920235 10.8168564 7.0157050 11.0710258 4.9371372 9.4517858 0.4559650 5.4409024 -1.1291027 NA 9.8780741 8.6392311 10.0596357 7.6259345 8.2194653 1.1929516 7.7628305 4.6784044 6.5921460 11.8071325 8.4802255 8.9571830 10.8941081 11.6564992 8.7973428 10.1390038 10.4361488 11.1878940 9.4092356 9.6991832 8.4672367 10.6217537 4.7779352 7.3867463 10.3467802 4.7497702 4.5149050 7.4186740 11.4456403 7.9099657 11.8942814 7.7536901 9.7884188 11.0865798 7.9072206 1.6783875 NA 8.6670863 7.8281485 9.7329092 10.8999889 7.7165369 11.3178716 3.9154444 10.9133388 9.1248942 8.7383254 10.4418512 -1.1291027 4.0003336 8.4560094 1.1929516 6.4857569 5.9044696 3.4957335 0.8710551 2.1929832 10.0670340 2.3304724 6.8822738 10.9799175 7.0824482 -0.1289449 3.2633650 11.2571787 10.3253460 11.5108397 11.2047612 11.2310708 10.5022239 9.2318939 10.1935383 5.9300134 11.3059356 10.0688778 10.0670340 11.7790640 2.8710551 -1.1291027 10.6104055 9.0041890 9.4237160 11.2732594 9.6023658 8.0029039 12.1382724 11.0484663 2.7779352 8.3119158 6.1116469 12.8389034 10.7460281 -1.1291027 3.2633650 NA 8.8682262 NA 9.9141151 8.6441858 8.6622098 9.6687083 10.6569079 9.2384616 9.5178935 0.4559650 1.6783875 10.2120096 5.4857553 3.2633650 9.6350890 8.8120945 7.4709598 5.0003291 7.2373687 11.6101945 10.2783146 9.0645722 10.7824388 9.6387181 5.9263292 10.2466293 4.2973088 6.5714872 8.6687084 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 female 2010 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 6 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.323268e-07 1.040408e-07 -1.65972260 11.29602107 9.10671839 10.43129430 8.35281413 7.43558693 9.91620149 8.02442995 -0.65972260 -0.33206247 3.92515444 8.41433091 10.92491729 6.27682790 12.11754765 11.32300492 8.99034368 10.98472185 11.84897473 1.51010111 11.16276039 10.37430073 8.66324427 9.21977283 7.63020814 9.03889430 12.99393036 5.71522896 -0.07491205 10.36636713 9.54964299 4.27092507 4.98404698 8.16673804 9.42100717 1.34016344 11.72551278 9.76383082 4.96954654 10.44904070 11.56056790 NA 9.36047512 9.00196771 10.27682755 11.15797270 9.67613815 -1.65972260 8.17149658 4.60697515 10.28013603 7.82198886 1.34016344 10.55964859 2.14652489 8.85968821 7.91194199 -0.07491205 6.98764830 10.23235293 8.57620391 1.14756721 7.27976842 9.13785109 1.79962614 9.39071841 9.24407146 10.39513297 6.39003823 11.21857201 15.24962566 11.72497332 13.68017872 10.94728868 8.56780553 11.14694060 2.98404243 15.59151480 -1.65972260 8.79243080 9.57799711 4.51011377 7.39275789 7.51511555 7.85982609 1.29254619 11.29765445 7.70270325 11.69829129 1.92516393 2.24707683 9.31245144 5.45912993 8.91004514 7.61398537 9.94936830 7.84798438 7.39275789 13.14023000 7.71956816 8.74639474 10.25233038 7.56660208 10.23593141 8.74533113 11.03607035 7.95673856 11.02010948 NA 5.41700521 15.05791942 10.54261955 -1.65972260 11.59580834 8.04236253 9.57799711 6.77898124 6.92515206 8.22588608 11.34686628 6.60228465 4.98404698 9.57261042 9.11990886 1.14756721 8.45783270 8.97045681 9.63710574 9.88177029 10.57440828 11.94692791 10.06128883 10.70514499 9.68170840 10.49120614 8.63309767 4.27092507 3.89477897 9.63939769 8.63939751 8.99489732 10.66211771 10.41566868 2.51012643 13.39932276 11.55769296 12.18685527 9.84351848 9.75223010 8.73572355 5.59757885 6.48993625 10.41500006 11.07193290 9.88997419 7.23197282 11.62033398 10.66408874 9.59462767 9.62616970 10.30885640 2.98404243 9.09238611 2.58810895 2.73250800 NA NA 9.40358473 10.29147429 10.48548489 7.62559196 10.24650144 5.66211718 8.79346025 6.80779539 6.71709649 11.87485724 9.26722678 9.49500774 11.46139928 10.85687453 8.65607514 9.98133823 9.89141721 10.81996988 9.34931839 10.56930880 9.18411066 9.24030169 2.14753465 8.71305480 11.23879098 9.48315170 1.66211433 7.71472908 11.37653491 9.28197082 11.86705556 8.99124122 10.38321687 10.99415420 7.12154906 -1.65972260 -1.65972260 9.03454753 7.99840088 10.63394862 9.70978689 8.49753652 11.00241288 8.03715706 10.47737923 8.92890413 7.86178978 10.75830576 1.92516393 4.56901100 9.76120248 -0.07491205 8.46689422 5.52009847 3.98404243 4.68003736 1.92516393 10.58157693 6.37361341 6.86766670 10.44834813 5.64533852 1.14756721 3.29438549 10.97182136 10.16435274 11.31263097 10.99011936 10.13053813 10.80957699 8.51136643 9.27158465 5.99030822 11.05786599 11.75659131 9.90290898 12.38090739 NA 0.66211433 10.11703382 8.76959622 8.79551696 10.85128251 9.49690470 7.85194201 13.28297896 15.22247440 NA 11.65179599 8.45768991 12.68309763 9.89621659 2.14753465 -0.07491205 -0.07491205 7.84798438 -0.07491205 10.29549437 8.83804129 9.54047525 8.70760416 12.67054629 8.77690113 9.00881768 4.01261337 1.51010111 10.92820145 0.92516393 1.92516393 9.07320488 10.07701422 8.62327796 7.14754482 7.79346025 11.42881223 10.27498621 9.93870746 10.77090344 9.74000147 9.07150849 10.77194837 5.11457942 7.51760877 9.07065981 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 female 2010 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 2 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.17913e-06 2.080817e-07 -1.4227525 11.6863777 9.3701536 10.6671448 8.8857025 5.2355739 9.6852343 7.1913741 NA 0.4412710 3.6648241 8.3652660 9.6871940 6.0692167 11.9700832 11.3033685 11.0636956 10.8751394 11.8770006 2.0367846 10.6575146 10.1632647 8.3372517 7.9739682 5.2212198 8.8546509 11.9116366 6.4228536 -0.4225591 10.0777073 9.3895406 3.4353486 4.1623228 8.2121744 9.3129192 -1.4227525 11.5833387 9.5445895 6.2916091 10.0290895 11.8226189 -1.4227525 8.5589307 7.2067204 9.6100978 11.8679582 9.1396058 -1.4227525 7.9502281 1.7473015 10.0459873 7.7989506 NA 10.2161974 1.7914807 9.3254471 7.8157682 0.1623390 6.1242578 9.6734195 8.1547923 2.2778063 6.6595122 9.5250002 -0.4225591 8.7904674 9.8828552 10.0223782 5.3587233 12.4964650 13.2318315 11.4600064 13.5497149 11.3139766 8.3959454 10.3086824 2.2778063 16.1684692 NA 8.2248217 10.6585138 4.3322496 6.8811446 7.5198776 6.5603573 0.8992530 11.5110540 7.6472692 11.9480507 NA 5.8252921 9.7547828 3.6217589 8.3879350 7.9610676 10.3209354 6.3847181 6.8534880 13.5873231 8.0910910 8.8834250 10.1043515 6.0611800 10.4783621 8.3847181 11.4080766 8.2103587 11.5086548 NA 3.5773684 13.9544718 10.7043904 -1.4227525 12.2212195 7.8300290 8.9867542 2.1623390 8.2337884 8.0752149 11.4053014 8.3554405 3.8252870 9.4149913 8.8639211 0.1623390 8.4430965 8.3766451 9.8725582 10.0311484 10.5264605 11.3860058 9.2725915 10.7188318 9.8300287 9.9222141 7.6071202 1.8992917 4.6217589 9.7124312 8.8323919 9.6094504 10.5467498 10.5077310 3.7868159 13.3472012 10.3384990 13.4707122 9.9545738 10.0969996 8.8476587 3.8992917 5.8902473 9.3855231 11.3794757 10.5748957 7.3652656 11.1544168 10.5952156 7.9718257 11.2911794 10.7098630 2.1623390 9.0249011 4.3322496 0.5773442 1.1623390 -1.4227525 9.4699061 10.1048404 9.7745800 7.2847223 8.6834421 2.4842413 8.1184599 5.2212198 5.5712642 12.4830324 9.5431477 9.4661067 11.2913941 11.2728091 8.1883881 10.0905974 10.0083386 11.2155729 9.2355749 11.2758510 9.1038627 10.2738963 3.6217589 8.3001709 11.2473556 10.5545752 0.1623390 8.5466634 11.4021232 8.6121623 11.8858446 8.6621717 9.7213841 11.1201534 6.4538797 0.5773442 0.5773442 8.0851580 7.4291121 10.6581809 10.0891160 8.7634776 10.7482272 9.2391414 10.9708450 8.8097842 7.8300290 10.2225714 1.3847130 3.3847130 10.3883366 0.1623390 6.3847181 4.7868159 1.5773442 4.6858897 0.8992530 10.8754259 6.8581340 5.9696801 9.7021308 5.4600053 NA 2.8992917 11.4444489 10.3652659 11.1206369 11.2299843 10.2497886 11.2961102 9.3967441 9.5841662 7.1358221 10.7162750 11.3135538 10.0099052 12.3116496 -1.4227525 -1.4227525 10.2466913 9.9904623 8.9425922 10.7625485 9.7825457 8.1376961 13.0584690 15.2888555 1.3847130 11.4054998 7.1915212 12.0821823 9.5184110 0.1623390 0.5773442 -1.4227525 8.0851580 -0.4225591 10.5966066 8.8719841 8.4736956 8.7770356 11.7992525 8.1319521 9.0661877 -1.4227525 -0.4225591 11.1620910 0.8992530 3.2778063 9.4999477 9.7053576 7.6568481 4.9524035 8.0490388 11.7236138 9.2933254 9.6707809 10.9040737 9.3806872 7.7397550 10.3343365 4.5908236 6.8627650 9.1415127 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 male 2011 NA no NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 1 3 5 1 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 0.03689011 11.28006984 10.05231087 10.05648653 8.50857087 NA 10.01988938 9.37212982 NA 2.35881821 5.99109323 8.71285299 8.50450122 8.67352038 11.89526543 10.09353350 9.57217117 11.56778984 11.47412774 4.73733524 9.89020544 10.14411292 9.39664545 9.15063811 6.94378657 9.05370410 12.54889551 6.26571443 NA 10.18027904 10.17516765 4.84425005 7.21680502 9.02558061 9.50450142 2.62185261 11.57896041 8.80838537 10.61903787 9.77667648 11.32633842 NA 7.92563929 4.20682292 9.82642948 9.50653768 6.84425131 0.03689011 8.71637604 4.79178282 10.48913707 8.30368259 NA 10.66245859 1.28178726 8.75799496 8.39883944 NA 7.47152403 9.86026309 8.76481620 3.35881821 8.74770225 9.65711565 2.03689011 8.75457221 11.26631554 6.81825494 1.62185261 9.68401236 8.45052381 9.34977881 12.95706258 10.41193526 8.32229819 8.44203738 2.03689011 15.20740776 0.03689011 8.21680502 10.64330110 5.99109323 7.74425530 7.85707467 5.46316141 2.62185261 11.37563225 8.72304620 0.03689011 NA 2.03689011 9.53275079 NA 8.86026294 7.99689769 10.37228623 4.49632812 6.62185847 13.49247993 7.56045818 9.32229796 9.54270747 8.54469055 10.13653299 6.91953912 10.24513017 8.04252013 11.23288316 NA 3.03689011 14.19052704 10.34181756 0.03689011 11.12103989 8.88238597 10.43457048 6.37674532 8.19676735 7.61432483 10.81579435 8.83455732 4.79178282 8.47152403 8.72339644 NA 6.85707530 8.35882392 9.81825558 10.12833117 11.59579482 11.63059508 9.74597964 10.62467338 9.33381213 10.27530055 9.03266291 3.94379008 0.03689011 9.67714086 9.74252822 9.33381213 10.37897052 10.01846310 4.73733524 13.28630563 4.12436122 12.33753441 9.48810705 8.96763321 9.37228613 3.73734065 7.18664317 9.81661523 10.81989407 10.47983936 6.44628601 11.03758601 10.59913830 8.91953882 8.47152403 10.37228623 2.03689011 8.89633755 3.20681511 2.35881821 NA NA 10.74511756 12.41519070 9.29192443 7.41193547 7.82290410 1.62185261 8.48810685 5.86978506 5.52874946 11.88238589 10.09488751 8.36332529 11.12899226 10.56632637 8.60051173 10.27887895 9.62373557 11.34580362 9.07855487 10.17388697 9.66442968 10.22424797 1.62185261 6.68075193 10.71197079 6.64836333 2.03689011 8.68186983 10.60959606 8.45896062 10.91418000 8.05926387 9.48604459 10.43028632 6.01417673 0.03689011 1.03689011 8.19171414 6.46316141 10.15842931 10.84586001 9.03124934 10.16875284 6.32229774 10.54369925 9.05370410 7.29428347 10.20054555 NA 4.12436122 8.03124906 4.28482503 5.86978506 1.03689011 5.24635108 3.62185261 2.03689011 10.65160569 3.94379008 5.35882524 9.18664292 6.39444726 1.03689011 4.03689890 11.19487428 9.70932114 11.50857107 10.91647911 11.97610772 10.77160543 9.34977881 9.30133843 6.43007113 9.55062348 9.94378642 10.46839342 12.46813225 3.35881821 NA 10.03124934 9.56241664 8.77836268 10.37451777 9.89020544 7.79844718 11.15193947 12.68097744 NA 10.13097359 7.38588914 12.20462760 9.80010814 NA 2.03689011 NA 8.61432483 1.03689011 11.04041378 7.65894764 9.60104536 10.53474769 10.70400736 8.77160534 8.71528457 3.20681511 NA 10.79428589 2.84424503 3.20681511 9.32460812 9.71108806 7.10298455 3.73734065 7.59148495 11.36500975 9.80010814 9.34977881 10.51667609 9.70400736 6.01417673 10.56534993 4.62965387 7.33151623 8.87294631 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 female 2011 NA no NA kidney clear cell renal carcinoma 50 NA black or african american hispanic or latino NA NA 2 2 1 3 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 8.7243522 11.7211323 11.9527052 10.6795559 7.9183749 -0.8921782 9.6323449 10.4725125 2.5672290 2.7688618 4.1521996 9.2124020 6.4915068 6.0964875 11.6671804 10.3850907 9.5361635 10.4631544 11.4540400 3.1078050 6.8891632 10.6556618 7.3318046 7.2163278 4.9657843 9.0964880 11.7764667 -0.8921782 NA 8.8340216 10.4719379 1.1078218 5.8494038 8.9766260 8.9980677 0.1078218 9.8817666 7.1301710 7.6469619 11.4656302 11.4029982 NA 5.6776576 6.1738930 10.5779537 8.3342156 5.8626919 6.2370856 9.8948896 2.6927619 10.5584991 9.0503178 NA 10.8563358 0.6927843 7.9311707 8.8357239 6.7077167 6.4297314 9.2163278 7.6662240 3.0146945 5.8357245 10.5246008 6.0964875 9.0056487 9.2600882 9.8940729 3.1078050 9.8858640 9.8151625 10.6743331 13.0558054 11.2221963 8.8543177 9.1162319 NA 14.2207314 3.1078050 8.8710156 8.7677991 4.7516619 7.7114295 6.8559959 1.4297499 1.9151767 10.3716593 7.0806108 -0.8921782 0.1078218 5.5340678 9.2383739 0.1078218 9.1232184 9.9548606 11.0270391 7.6430784 6.5256555 13.9362373 7.1190303 10.0598164 6.0619986 7.7978016 9.3975685 11.6318552 12.3177135 9.2045183 13.2426307 -0.8921782 9.2524615 14.6595115 9.2332168 -0.8921782 9.7969277 8.0444411 10.3698982 5.2163268 7.8825905 8.3628319 10.5820162 8.5044083 4.0620008 8.7132827 11.3071689 0.1078218 7.1576521 9.1398491 11.1846189 10.2877124 10.6652670 12.0699890 9.3592857 10.5166637 8.7766883 9.6927658 9.0092133 0.1078218 5.1952649 9.9881521 8.9611128 9.6432440 8.9548605 10.7744711 3.4297365 13.0334504 12.7968185 11.8776411 9.0340993 8.9995869 10.2032003 8.3000963 7.1357093 8.1273939 10.9082988 8.8168870 5.4115856 11.5990777 10.1056884 12.0160082 7.9626716 10.3305982 1.4297499 10.4187341 6.8559959 4.3172534 1.1078218 NA 10.8543176 10.0281561 9.8056396 7.6195561 7.0083076 2.9151576 8.7784596 1.1078218 5.5340678 11.8832078 11.8123554 8.4342329 10.8004188 10.3099272 8.1078035 10.5065470 9.6918262 12.5424315 9.5743895 10.7095741 8.4387203 10.7316848 -0.8921782 5.4115856 11.3120688 3.2180062 NA 8.8891793 10.4012749 8.5956431 11.0587236 6.8357233 10.3342155 9.9611128 3.9657843 NA -0.8921782 6.0619986 5.8082435 10.3943611 10.7735833 9.2789800 10.7053903 6.2267436 10.9350031 9.7011943 6.9657843 10.3815989 2.8082409 6.3839272 8.7426143 9.2137118 5.2976280 2.4297231 NA 3.5672290 -0.8921782 11.1277415 4.8626894 5.6313662 7.0086706 7.0503178 NA 5.1078050 10.9835527 9.3943611 10.5481534 10.8639426 10.8280475 11.5700499 10.9375260 8.5835368 6.5371687 8.4719381 7.8626907 10.2664129 10.4942047 -0.8921782 NA 10.0750296 7.6585500 9.5108154 10.6847599 9.1092114 8.4850138 8.4364784 10.9139501 0.1078218 8.0706995 9.9034047 9.7606483 9.5044081 0.1078218 -0.8921782 NA 9.0385407 6.8891632 10.2645753 7.7298552 9.0370618 10.2499103 11.1816102 9.5621025 9.5728289 NA 0.1078218 12.6913562 -0.8921782 2.2777170 9.4675528 8.8875225 6.4024237 4.7516619 7.1467224 11.0041357 10.5108153 10.1239151 11.1374356 7.9438534 10.3390244 8.7114295 4.8040742 6.3074759 8.8151623 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 female 2012 NA no NA kidney clear cell renal carcinoma 30 NA black or african american not hispanic or latino NA NA 1 1 3 4 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 1.3745666 10.4926496 9.4848394 9.6319615 9.4116629 10.1624762 10.3489882 7.7647714 NA 3.3576365 6.6475923 8.7262492 9.7797151 8.6097900 11.4956754 10.7188696 7.9794355 10.9880562 12.9224321 4.2490433 8.6097900 10.2325546 8.3969417 8.1205282 7.2408219 9.6193340 13.5940074 7.2325543 NA 10.0587378 10.1646505 4.8340032 5.7440400 8.6661281 9.5953550 0.7896041 10.9701419 10.4189677 4.7896093 11.0505307 9.8863262 NA 10.6934930 3.2490357 10.6874566 10.8482794 9.0039302 NA 8.3820680 4.4900502 9.5021382 8.3556652 NA 10.1944866 1.7896041 8.7379784 8.0375387 0.7896041 7.6161599 9.4935146 8.5378039 3.7896145 6.6844288 9.1776283 6.4620360 9.7797151 10.5553116 9.1227664 7.4969704 11.5851598 14.7813101 10.4406628 13.7202561 10.0375386 9.0455131 9.5494994 1.7896041 15.8587462 NA 8.3365057 9.4280471 4.6965002 8.0703818 8.3248866 8.2814641 3.0436070 11.1499095 9.0315228 5.7668919 5.2158766 2.7896041 9.6537972 2.1115322 8.9240375 7.8394595 10.2744341 7.2490423 6.9794355 12.8020611 7.9137326 9.1537458 9.0422766 8.3783256 10.3958220 7.6351014 9.6645925 7.9794355 10.2784555 NA 9.5226264 14.1137213 9.3190416 2.3745666 10.9437964 8.2653445 10.0657356 2.1115322 8.2325548 6.8770743 11.9185721 7.1205282 3.1115322 9.2490428 9.3839358 2.5969590 8.7054904 8.0375387 8.5643984 10.2095713 11.3185535 12.4657776 10.1047607 10.3432405 9.7782958 10.2954227 9.5818158 0.7896041 2.1115322 10.1537458 9.2854663 8.4081433 10.3858009 9.7452610 1.3745666 14.0597604 5.3131733 9.5742459 10.1383393 9.3092474 8.2814641 4.5444978 8.1559334 10.2459656 11.1592085 9.0399096 6.8340058 11.3104900 10.8408201 8.6382342 7.9291625 10.7683216 4.8340032 8.5785576 7.3053112 1.7896041 0.7896041 NA 10.0268211 10.8387790 9.5209302 7.9595360 9.8350569 5.6722528 9.9819040 8.8008384 6.3442000 12.6131774 9.0184297 8.9843680 11.7973392 10.6335322 9.0587378 9.1581176 10.3518536 11.2273632 8.9941823 10.2346260 9.2633169 7.2158756 2.1115322 8.2974056 11.1765514 11.5679717 6.0563971 7.5388772 10.8942099 8.8394595 10.7582779 9.6382341 9.9682760 10.7782958 8.8955195 2.1115322 NA 9.0446397 7.1383394 10.4116630 9.7910193 8.7203486 10.7818414 5.3442000 10.5800818 8.4935148 8.2325548 10.4298561 2.3745666 5.5444978 8.8955195 0.7896041 11.0819328 3.7896145 2.9595291 3.8770767 2.3745666 10.6280273 5.1819294 6.0184294 9.9342694 7.9865822 -0.2103959 5.0750148 10.7488886 10.5064306 11.7535909 10.9763444 11.9620386 9.7582779 8.4513892 9.8607516 6.0264858 10.4531693 11.4734830 10.0842319 12.0211324 NA 1.7896041 9.5872727 8.9744866 8.9393582 10.8071156 9.1227664 7.9291625 13.2196716 14.0840883 6.1115384 11.9920411 6.7712359 12.2949265 9.3783259 NA 2.7896041 NA 7.9843678 NA 10.7152175 9.2158759 10.0922500 9.7233017 11.2889588 7.7839647 9.3238361 2.9595291 NA 10.8482794 4.7896093 4.4334669 9.0911074 9.5511624 7.4334669 9.2714105 8.1383394 10.8543539 9.8064194 10.1657365 10.9406277 9.7726047 8.5072876 11.2784555 5.2464157 7.4969704 8.7525071 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 male 2012 NA no NA kidney clear cell renal carcinoma 7 NA black or african american not hispanic or latino NA NA 1 2 4 4 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 -0.0662763 11.7289665 9.8353598 9.4375642 9.1049153 5.7019233 10.2494542 9.3569385 NA 4.2785647 5.8995237 8.3579047 7.2956826 8.3746079 12.3213521 9.7602870 9.6123387 11.4165465 11.4243388 3.8406244 10.0513816 10.3282012 9.7729423 10.0732899 6.3515912 8.8864797 14.0736496 7.3641907 NA 10.1042896 9.9863065 4.3260555 6.8042266 8.9740282 9.7035764 0.9337237 12.4907235 8.5739834 12.5798472 10.1480577 12.6565461 NA 9.7142783 2.5187114 10.7318053 9.5073858 7.2329466 NA 8.7618750 4.3260555 11.0015090 7.3515912 -1.0661253 10.8907463 1.0007212 8.4690137 7.8995231 1.2556820 6.6548379 10.2863338 8.8421313 -0.0662763 8.8511106 9.8791824 0.9337237 9.5567055 11.1294183 6.2466209 2.5187114 9.8621904 8.5576199 8.9052820 13.2815675 11.5062019 8.7886071 8.3174429 4.2191375 15.7169798 -0.0662763 7.7854878 9.4315904 5.4094724 7.7854878 8.0212015 3.7410894 2.2382366 11.2113166 8.8524231 NA 1.2556820 2.5187114 9.5901633 0.9337237 8.7491219 8.5429173 10.6599567 3.1036655 6.9671617 13.4183727 6.5775950 9.3109490 7.0317701 7.8010170 11.5265062 6.5410687 10.6017371 8.4997925 11.4653637 -0.0662763 0.9337237 12.9272077 9.7862680 NA 10.9421672 8.6096955 9.8828358 5.5484490 7.8436315 7.7854878 10.9145922 7.5703635 7.0158878 8.5703631 8.5205782 1.2556820 6.4959813 8.0936098 8.9903763 10.0771217 11.3279333 12.0353696 9.4285940 10.6692946 9.4592595 10.5699100 9.6682112 1.5186862 2.7411002 10.1431919 9.4670683 9.6437700 10.1763173 9.9103027 5.1235627 13.8249527 4.0212043 12.2918403 9.6254820 9.0132233 9.6298367 5.3766828 7.1721434 9.8864797 10.6798329 9.2624134 7.5073856 11.3798785 10.8428816 9.5874794 7.5187011 10.8428816 0.5187365 9.6763090 3.9781315 3.0211954 -1.0661253 -0.0662763 10.6110178 11.3774592 9.2295074 8.0264958 8.7633820 3.4573054 9.2890896 3.8406244 4.4651190 11.9856272 9.8041033 8.5937343 11.2899154 11.1709485 9.2879880 9.8102554 9.5410689 11.7314001 8.8511106 9.6176104 9.8002447 9.5874794 0.5187365 7.7475197 10.6777314 5.8163821 NA 8.9889667 10.8604052 8.2306546 10.8159995 8.9138782 10.0409557 10.7967633 6.4728971 1.7411002 -1.0661253 7.9252607 6.6616584 9.9174447 11.1071034 9.1673582 10.4069369 3.4573054 10.7326031 9.1733371 7.3260564 10.3071475 -0.0662763 5.4255902 8.0212015 2.9337426 4.5484490 -0.0662763 1.7411002 3.3260627 NA 10.2735885 4.2556669 5.6061638 9.3174429 7.1417291 -1.0661253 3.6886280 10.9650952 10.3425990 11.5894929 11.0623774 11.7721546 11.0850723 7.5261956 9.5392181 6.4257513 9.2780345 9.2590441 10.3772001 11.5007439 -0.0662763 0.9337237 10.2573564 8.8850234 9.1321835 10.7463170 9.9512429 7.9280919 12.0307831 11.0983313 0.9337237 8.3324824 7.3523083 13.6358571 9.9153058 0.5187365 0.9337237 -1.0661253 8.1529069 NA 10.2758299 8.0860231 9.6149770 10.7220490 9.3473665 8.4573004 9.0594621 0.5187365 -1.0661253 10.6709859 3.5186988 3.0211954 9.9554126 9.3152816 7.3297865 1.7411002 7.1864045 11.2266353 9.6785723 9.3849497 11.2755353 9.7598659 7.7634614 10.2116071 3.9041276 6.6886266 8.6026235 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 female 2012 NA no NA kidney clear cell renal carcinoma NA NA black or african american NA NA NA 1 1 5 1 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 -1.8145140 10.3483677 10.6176280 10.1359029 7.2912554 -0.8147677 10.1138655 8.1129915 -0.2297207 1.3162616 5.7399372 8.1057001 10.7808376 8.3414303 11.7752322 10.6970997 10.3960184 11.0047278 11.9524969 3.0433270 10.7903635 10.2591539 8.3664993 8.2754597 6.4753654 8.7824685 10.5151433 6.5207381 -1.8145140 10.2684939 10.0530119 3.4332800 5.4045149 8.4117593 9.5301978 -0.8147677 10.5995037 9.0549410 8.6631055 10.4497897 10.3893067 -1.8145140 9.6846946 5.1853472 10.7566256 10.3458487 9.6121359 -0.2297207 8.2714831 1.9926959 10.4962438 7.8292033 -0.8147677 10.5317694 1.5358539 8.9194894 8.3477383 0.7702793 6.2728108 10.1782854 8.6272537 -1.8145140 6.6851931 9.7010468 2.1853591 9.3966270 10.3944957 9.2628303 5.3947988 11.0994088 13.2142891 10.8952924 13.3743608 10.8714098 8.8346031 10.1550933 -1.8145140 16.2991655 -1.8145140 8.6053073 10.0782693 4.9402325 7.4891278 8.3016910 7.2514360 2.3552700 11.3657224 8.5189832 -1.8145140 0.7702793 5.8648275 9.8160693 4.5603848 8.6911586 8.6661373 10.4874147 6.7322421 7.4237521 13.2438462 7.7852602 9.0718058 9.3874709 7.9551849 10.7568224 7.1071878 10.9927019 8.5505760 11.6254376 -0.8147677 2.3552700 14.3509411 10.3319157 NA 11.5830217 8.6042537 9.8023553 2.2727996 8.7059658 8.0229747 11.7757002 7.3602730 3.5776584 9.3016910 8.9886711 NA 8.5384939 8.6580379 9.7035084 9.8827491 10.4695928 11.3543576 9.8866535 10.8178879 9.7447242 10.1601201 9.2737443 2.0922413 -0.8147677 9.8381920 9.1453491 9.5610273 10.3480531 10.2104866 4.9667073 13.4900549 9.5862266 12.9735046 9.9939091 9.2800845 9.3527651 1.6447792 7.1012267 10.5467426 10.8271730 9.6772001 6.6324296 11.2075120 10.8323557 6.9166665 10.9322812 10.9799659 1.9926959 9.1262259 4.5776645 1.5072619 0.5073126 -0.8147677 9.4620531 10.6537165 9.6272537 7.9862471 9.5835029 6.2351948 9.2521091 6.3652568 5.6851917 12.0417726 10.3046125 8.9175144 11.4372732 11.5253362 9.0702806 10.3226584 9.8346031 11.9202683 9.2833792 10.1683407 9.0656959 9.6741914 3.3948022 8.5603863 10.6844455 9.5014985 2.5072872 9.2819173 11.9479367 9.0610963 11.1140505 8.9318615 10.3239388 10.9423203 7.7206225 NA 0.5073126 8.3016910 7.3146304 10.1892162 9.8457888 8.8978742 11.0537838 8.2634979 10.8937477 8.9410693 8.4189666 10.2038950 3.2297417 5.1740308 9.4219592 3.7089045 7.4521333 3.0922413 1.9926959 4.4332733 1.6447792 10.6995679 6.0308370 6.7589947 10.0293702 5.7666985 0.1853591 4.5251982 11.2370658 10.5268659 11.4908388 11.0744707 11.8514601 11.2089282 8.3960186 9.1860444 6.3403166 10.6721820 11.5299204 9.8909794 11.6952457 NA -0.8147677 9.9878634 8.7235360 9.0300527 10.5595062 9.6980875 8.0166545 14.1519426 13.8040480 1.6447792 11.3447454 7.0218706 13.2497530 10.1496879 -0.8147677 1.1853591 -0.8147677 7.8961538 NA 11.1061223 8.1071878 9.6585455 10.4811160 11.2733071 8.8506829 9.0487280 4.9927005 NA 10.8513490 1.6447792 3.9927050 10.2856809 9.9703908 7.6365579 4.1160819 7.7380159 11.4747896 9.7172158 9.2574795 10.9761028 9.9409607 8.5862266 10.4776686 5.4311850 7.7889734 8.6313964 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 male 2012 NA no NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 3 2 1 1 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 -0.6833908 10.8542319 9.9014905 10.0410420 9.4902053 NA 11.1838069 7.6820634 0.3164933 3.6492361 5.3609226 8.9182989 8.9711641 7.7963083 12.3432244 9.9889535 11.1339115 10.7012956 11.8118835 5.5833145 11.1287054 10.0324900 9.2648953 9.5100534 6.9014908 8.9783063 15.3723189 7.1745093 NA 10.0571521 9.9339955 3.9603820 5.7924233 8.9257069 9.0995264 -0.6833908 11.9201545 9.0714157 10.8816302 10.4289676 11.2909427 0.9014945 11.0008384 6.3826171 10.4700802 10.2428241 8.8672750 0.3164933 8.9800862 5.0169687 10.6850346 7.1807138 -0.6833908 9.9061793 2.6754772 9.4281334 8.0376271 2.1238979 6.4763995 9.5938156 8.0913153 2.3165223 6.8322280 10.2226670 2.3165223 8.8361643 10.5119003 9.1383020 2.6384678 10.1079514 11.8156265 10.1359089 13.6099279 10.2895079 9.3416676 9.2880717 0.3164933 15.9965579 3.3165223 7.9603843 10.1930450 4.8083799 7.3772244 8.3416678 6.9164408 3.2050327 10.8430274 9.6212786 10.8944289 1.3165513 2.4864570 9.8153774 0.3164933 9.1141897 8.6042404 10.1133788 4.9014896 6.1238834 13.3559613 6.6563777 8.4250526 9.7312133 9.1206591 10.8342959 7.8123833 11.1149999 8.3772240 10.4801778 0.3164933 4.8400906 14.4088310 10.0039038 NA 10.7385929 8.3361187 9.5608920 4.3165295 9.1682772 7.7216693 10.8430274 7.8825819 3.8400906 8.9440619 9.0978878 3.0169598 8.3853063 9.3485739 9.3151185 10.3478847 10.0030286 11.4600867 8.4119253 11.1335117 9.5100534 10.0444486 8.3983046 4.1745103 -0.6833908 9.5879910 9.0427464 9.2076891 9.7480258 9.9117856 6.5926529 13.8646878 9.9005511 11.9038368 8.8341973 7.9995226 10.3650150 4.9889528 7.2294178 10.1149999 9.8720758 10.0021530 5.0714152 11.1649280 11.1907410 9.3513271 6.7759592 11.2052714 2.1238979 9.9132956 -0.6833908 4.5259811 0.3164933 NA 10.9999614 11.0187008 8.4039911 8.2794239 8.6865397 4.0714195 8.7490699 10.8629403 6.2590427 12.0365586 9.1254923 7.8322280 10.6685715 12.8608889 9.4738750 10.7158060 9.6248671 12.8490058 8.9621866 8.7922616 10.4935676 11.2765300 2.4864570 7.6828507 10.2189032 4.6870439 3.8400906 7.3051561 11.3976786 7.8361646 10.7922615 9.1238829 9.3636521 11.1234804 8.6429575 2.3165223 0.3164933 7.0512372 6.4560800 9.4939477 10.8158757 8.7023905 10.6111489 4.8711192 11.6285318 9.4119251 8.2765302 9.5620808 -0.6833908 5.0169687 7.8977287 -0.6833908 6.0030287 1.6384446 5.7064394 2.1238979 0.3164933 10.1807143 3.0169598 7.6157363 10.4315718 7.3243966 NA 5.2472668 11.1783905 10.1752862 11.3444341 10.5038802 11.7774959 10.3527017 7.9818641 8.5308472 6.8854719 9.5809708 10.7007723 9.3826173 11.5420368 0.9014945 NA 9.7333257 8.1367072 9.9449736 9.7301561 9.9880691 8.4039911 11.8128826 12.6450628 3.1238814 9.4026644 6.6111488 13.7263168 9.5715566 NA 2.7759566 1.9014945 7.2353910 4.4458128 10.8357221 6.8479092 9.1430765 10.0384817 10.3214508 8.2590427 9.4426647 3.0169598 0.3164933 10.6652562 3.1238814 2.6384678 10.7947922 8.9942476 6.8634231 8.0546206 8.5186520 11.5026423 8.8083812 8.7820946 10.9349136 9.4237452 8.2443063 9.8223396 3.9603820 6.9675802 8.2765302 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 male 2012 NA no NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 1 1 2 1 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 -1.4027787 9.7329872 9.5071709 9.9836793 7.0730115 -0.4027787 10.7136218 7.7801690 -1.4027787 1.3087686 5.7058010 8.0931328 11.0618236 9.0810935 11.8253449 11.0727579 9.8646497 10.5824082 12.1199819 5.1050704 11.0567094 10.4404138 8.1286594 7.8826803 7.2626136 8.6168686 11.2180338 5.9101618 1.9191875 10.6004444 10.0648834 3.4046307 4.8642505 7.9679651 9.5265362 0.1821838 10.4883020 10.0735177 8.2357137 10.2998834 10.3945341 NA 9.5529276 5.5859630 10.5688213 10.8070358 10.9679652 3.2977197 8.3555009 3.5041627 10.3080843 7.7520963 -1.4027787 10.4949909 0.9785617 9.2266345 8.1971906 0.5973166 6.1050725 10.2110673 8.1990485 NA 6.7110199 9.3819128 1.4046307 9.4606897 10.7830825 9.4198485 6.8115969 10.3517019 10.8000139 11.5454625 13.7098802 11.1077948 8.9086403 10.8731113 0.9192257 15.4946388 NA 8.4396281 9.3521653 5.0730104 7.0277302 8.5011597 6.6900343 3.0567049 11.3488219 8.8906574 6.1208392 0.1821838 4.9010600 10.2004405 2.8452090 7.7031865 8.4190517 10.2771977 6.9592219 7.2802725 12.7912651 7.3521653 8.0526050 9.9771976 7.5339160 10.7987095 8.0066689 10.8505344 8.5688214 11.4068450 NA 2.9895932 15.0716334 9.1614272 -1.4027787 12.2798336 8.7432100 9.7728274 3.5041627 8.4753289 7.5280149 11.0585014 7.4110593 3.6847402 8.9293143 8.6847406 NA 8.2027571 8.6647122 9.7778086 9.6840774 9.9804421 11.2725821 9.7628130 11.2099160 10.0071990 10.3617348 9.4880588 0.9192257 1.4046307 9.7342690 8.9874468 9.1888843 10.1159310 9.8739839 5.7368294 13.5482893 8.5759884 12.3511213 9.9526289 8.5280153 9.6341382 1.7671887 6.8356828 10.7492457 10.3158107 9.3695923 6.8212791 11.7051438 10.8789181 7.5368572 8.8907495 10.9627801 1.5972690 9.0444747 5.1050704 0.5973166 -1.4027787 -1.4027787 9.0077292 10.9200510 9.3745331 8.1934677 10.4144174 4.8826822 9.5004065 6.4799209 5.2266357 12.5617089 10.1065580 8.4875422 11.0093183 11.4054376 9.2916358 10.2238995 9.5280151 11.7479771 8.8745652 9.4404137 9.3471472 10.5543798 2.7672098 7.9614126 10.8745652 10.3339419 0.1821838 8.9889831 11.5009714 8.8964859 10.9473883 8.3080841 10.2946798 11.1580883 7.7162186 -1.4027787 1.4046307 8.3835475 6.8826797 10.2749975 10.0109057 8.4364817 10.9323890 8.3421116 10.9338932 9.2572737 7.2661625 10.1794199 2.8452090 4.5514730 10.0324272 2.5041627 7.9124271 4.4799225 3.6416732 4.5745557 1.1822473 10.3454707 7.5250556 6.9237078 9.7994568 6.0776233 -0.4027787 4.9010600 11.0258997 10.4806848 11.3540426 10.9087424 11.9949525 10.1967258 7.8640642 8.3029103 5.6770825 10.3843642 12.2940281 9.9895953 11.6277725 -0.4027787 NA 9.9186422 9.1642832 9.2697032 10.2832705 10.1139627 7.7722037 14.1443230 15.6415652 1.9191875 11.3959521 8.4505407 12.3847723 9.7703302 -0.4027787 0.1821838 -1.4027787 7.0109062 NA 10.4521657 7.6926748 9.4142613 10.2710285 11.7363495 8.5572799 8.8313408 4.8260959 -0.4027787 10.9033395 2.4046307 1.4046307 10.0821007 9.6800922 7.5485622 5.3251993 8.3404292 11.2719115 9.5183748 8.7018765 10.7898789 9.3046370 8.5673838 10.2894574 4.7118528 7.1480250 8.8440184 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 male 2012 NA no NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 2 2 5 1 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 -0.1587514 10.4728101 9.4252012 10.0161039 6.9126403 8.4242612 9.9279779 5.7893119 -0.1587514 0.2085173 5.6485345 8.6258133 9.8234590 9.3880728 11.5612087 9.9025495 7.9959966 10.5385716 12.5556385 4.2334970 9.3627787 10.9519878 5.8411781 7.9807297 8.4429489 9.1932218 9.3472477 7.1173023 -0.1587514 10.1765686 10.5977346 2.5416140 4.7721496 8.3350339 9.4677999 5.1987299 8.8910269 9.4138786 7.9018739 10.5210982 11.2399220 -0.1587514 10.3563853 4.8411781 10.1003330 11.7672889 9.3350337 2.3006216 8.3087836 0.4261037 9.4110338 8.3249942 -1.1587514 10.9860022 2.0951818 8.9435870 8.0603468 -1.1587514 8.4410913 9.2085931 8.9099567 0.4261037 5.3489724 8.6404601 2.8411882 10.1056209 10.0621611 9.1079648 5.8069633 11.4629143 10.8496069 10.6416738 13.7541144 9.3598315 8.6609422 9.9890192 0.8411680 15.7194328 -1.1587514 8.0185980 10.4604812 5.2162181 8.5398831 8.9112991 6.0210866 4.1350669 11.6188446 9.0241809 5.5690991 2.3006216 0.8411680 10.4058041 4.4558861 9.8586827 8.1943250 10.6465191 6.1987299 6.8241721 13.5822765 7.5656924 9.4242610 10.0291489 7.9153195 10.3869826 11.1360861 9.7268746 7.4850347 10.8869379 NA 7.4778028 15.0621232 11.9521509 2.7480747 12.1280248 8.3390300 10.4709902 0.4261037 7.7953747 6.6225380 11.0956164 6.8069620 4.8635470 9.0855420 9.6960467 NA 8.8327002 8.3310262 8.9807297 11.5118345 11.5870626 11.5326187 9.6944878 10.2742421 10.1403863 9.7953746 9.8016002 -1.1587514 0.4261037 10.3827589 9.1415309 7.9523138 10.9249900 9.9179939 5.1449600 13.7803442 7.6549596 3.5416140 11.1286021 9.3239863 8.7329621 1.8411680 8.9896548 8.9470869 11.1782426 9.6192554 5.5960645 10.9841660 10.9694949 5.0506323 12.2865812 10.7884499 5.4261406 7.7653968 6.6093620 2.7480747 1.4261574 NA 10.1965293 11.1012157 9.5707989 7.9179938 10.3806376 9.6637491 10.7770800 11.3613058 5.5276803 11.9872696 10.2695385 8.6629524 12.1624017 10.9610921 9.1928022 10.0104769 10.4284871 11.8785536 8.9743205 9.9633592 8.9745775 9.3390300 0.8411680 9.1765686 11.3499634 9.4145698 2.4261305 6.3600288 10.3174182 9.2778899 11.1155564 10.2658695 9.9768876 10.7833262 8.5588546 -0.1587514 -1.1587514 9.9915603 7.1899066 10.8821528 9.6669321 8.4904346 10.2134992 6.8855719 10.6234435 8.5346651 9.2151308 10.9985252 2.8411882 4.0891083 9.0591360 NA 7.0111031 1.1631122 2.1631122 4.3006070 NA 10.7566842 5.9286404 5.9072681 10.8277314 6.6949874 -1.1587514 4.8855744 10.8964607 10.3310262 11.6237670 11.1602859 12.0262086 9.2747637 7.3568780 9.6991593 5.7106797 10.4618563 11.2698002 10.0433021 11.8809541 -1.1587514 1.1631122 10.3052135 8.3568780 8.8759772 10.5948129 9.1865835 8.1585910 11.6827426 14.4842171 1.1631122 11.8000934 7.4002493 10.8058802 10.1335000 -0.1587514 -0.1587514 NA 8.3976845 NA 9.6551278 8.7069114 9.8482056 8.7115431 11.2151310 7.0603468 8.9805889 7.1495175 -1.1587514 10.7986431 4.1987299 4.9497030 9.0914766 10.0004189 7.5416178 6.3087831 8.7238213 11.0433021 9.9239927 9.9614161 10.6609582 10.3656368 7.7329617 11.4157718 6.2291957 7.7689564 8.4613980 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 female 2013 NA no NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 1 1 6 1 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 0.1195554 10.5952438 9.2293411 10.2673512 7.5457754 9.0143282 10.4869251 4.8124417 -0.8804446 3.6405631 4.4414370 8.1747929 10.5021344 8.6798432 12.2213219 10.7360592 9.6567287 10.3525308 12.0899758 4.6430712 9.7741464 10.4425652 8.1138640 6.7989901 7.6610719 8.5830346 11.3950529 7.6931573 NA 10.3483290 9.9324898 2.9268724 4.9271237 8.7378959 9.6043332 1.1194890 10.7790604 9.7732512 3.5789387 10.8251428 9.8112539 NA 9.9098589 1.4414304 10.6322509 11.3991209 11.2046509 -0.8804446 8.2410441 3.4414436 10.3392839 7.3674375 NA 10.4569650 0.2237932 8.6586692 7.7452192 -0.8804446 5.5624531 10.0576196 8.3118033 NA 6.7848468 9.7443058 5.3674375 9.3698089 10.5967627 10.0773379 6.1639052 10.1917099 14.3387167 10.8689609 14.5548876 11.1855995 8.8320374 10.1384060 0.1195554 16.4997262 NA 8.5665937 9.0910540 5.1856010 6.5871159 8.4323932 7.6113635 1.7092906 11.4232911 8.7305350 -0.8804446 NA 3.5789387 10.1328331 1.9268724 7.9364943 8.5053729 10.3991210 5.9139258 7.6033259 13.2353669 7.3043860 8.6855646 7.9492332 6.9898747 10.5145517 8.7777218 10.6342244 8.4945496 11.6260659 -0.8804446 6.5373629 14.9740623 9.1377105 1.1194890 11.8365441 8.8727272 10.3555245 5.4945500 8.9090440 7.1081951 11.8184320 7.4049125 3.8743937 8.8371867 8.8423180 -0.8804446 7.8474307 8.6817528 9.7651689 9.8260064 10.1747928 11.5521723 9.7741464 11.3821925 9.9571383 10.3868823 9.2791546 -0.8804446 2.2894214 9.8388992 8.8525258 9.1405599 10.0044441 9.6817528 4.9523988 13.8782541 4.6430712 12.2740121 9.8423180 7.6033259 9.0707950 4.2894361 6.7268408 9.9082287 10.1432647 9.6827067 6.1418783 12.2761734 11.0675125 8.1223254 10.3501313 10.8388992 2.4414304 9.1192708 4.2069714 0.7044294 0.7044294 NA 9.3862969 9.9244481 9.4175730 8.1556840 9.8935726 7.0383736 9.2280349 5.4770620 5.5789417 12.7700012 10.3142673 8.4025985 10.9372935 11.4907425 9.4945498 10.2539367 9.8242786 11.8136506 9.2306461 9.7268408 9.3423052 10.7305352 1.4414304 7.1529338 10.7852904 10.9837971 7.8129974 8.6683323 11.3644687 8.6013099 10.8702174 8.9106733 10.5021344 11.5251837 7.9300821 -0.8804446 -0.8804446 7.6352102 6.5203892 9.9228343 9.1293389 8.9106733 11.2391000 7.7156998 11.0028219 9.5182540 7.4814540 9.7203525 3.1195056 4.1195139 10.3050053 1.4414304 8.0795125 3.5118222 2.8199542 3.5118222 NA 10.3567203 7.8743980 6.8474307 10.0917723 6.2281395 NA 4.8199491 11.2339035 10.8410369 11.0417231 10.4008609 12.0987569 10.3228583 7.7488671 7.3483289 6.2165945 10.2416912 12.7900560 9.9673508 11.1855995 0.1195554 NA 9.8992297 8.9364940 9.4945498 10.1110322 10.2628936 7.6469870 14.5143749 15.0269409 2.5789387 10.7268407 7.5724516 12.1796997 10.0766124 1.7044736 0.1195554 2.4414304 6.9774917 NA 10.4616072 7.2175429 9.4549007 9.8042590 11.9608781 8.2175424 8.8286459 5.0967889 0.1195554 10.7723553 3.1195056 2.1195222 9.8876946 9.1556840 6.7705621 5.2894361 8.2768572 11.3774874 9.1652701 8.0766125 10.5830347 9.4923754 7.6508916 10.2201727 3.7616363 7.1474166 9.3068624 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 female 2013 NA no NA kidney clear cell renal carcinoma 10 NA black or african american NA NA NA 2 2 1 1 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 -1.06521933 10.82734620 8.81744643 10.59212183 7.26123273 5.90058669 10.71616311 8.76446260 -1.06521933 1.54359486 5.04332700 8.17797757 11.07403500 7.66612243 12.51682773 11.84450900 8.80824764 11.02225961 12.32201299 3.51976833 10.56507056 10.74256081 9.18510189 9.14669162 8.55685509 8.65931736 13.73357894 5.23858435 NA 10.66016967 9.86258142 5.18273202 5.69009298 8.07435451 9.81973699 1.25670877 11.92933361 10.80670862 4.84169642 10.34578467 11.33994484 -0.06521933 11.22136115 8.08962156 9.43664055 12.22539828 10.40850914 NA 8.35686832 3.57866101 10.45493094 7.98192741 1.51974317 10.34702390 -1.06521933 8.47783515 8.24314256 -1.06521933 5.22020611 10.29565048 8.52726039 1.74217872 7.85068255 9.13937459 6.85366636 9.06150783 9.34737333 10.93761842 7.10472873 10.31950617 14.55585364 11.78244805 13.56740108 11.43937417 8.46813322 10.93867262 2.51976833 14.61993543 NA 8.65247968 8.97919766 5.60722969 6.42665725 7.82354685 9.69302655 2.70032874 11.17589281 8.70625978 -1.06521933 NA 4.06408957 9.82658710 1.25670877 8.70629294 8.05633695 9.71943828 9.17201339 7.66272391 12.51081529 7.34419469 8.68634750 11.16722431 6.60722821 9.48521347 9.23858411 10.80053667 7.64561016 10.67035945 NA 6.36106824 15.99675465 8.59836148 1.74217872 9.84244526 8.47783515 10.13937459 7.05374455 7.07435451 7.95994283 11.69926037 6.52726117 4.06408957 9.03940218 9.08455065 0.51974317 8.93480337 9.28463743 9.93550763 9.15033652 10.65718400 11.29189348 10.47056483 11.68383477 9.92135659 10.41962632 9.08510912 3.74215716 4.14425852 9.24655179 8.33140830 8.33994484 10.64388721 10.39730562 4.39423287 13.10292704 5.12462591 10.43813230 10.15033640 8.63177075 7.86849417 4.86554275 6.25673141 9.09593523 10.72392941 9.89190549 10.13447574 11.70052876 10.76015972 9.02623875 10.99482379 10.28795023 4.54951516 8.56639887 4.88900133 0.51974317 -0.06521933 NA 9.65247986 7.58943917 10.22770017 7.21557377 10.38492175 7.56416016 8.22482218 8.82202392 6.57865950 12.60102741 9.23515598 9.33888053 11.26151377 11.10190787 8.87144141 9.94112950 9.56961451 11.03579420 9.31201390 8.83113588 9.64528267 9.30330997 4.06408957 8.22251575 11.91261993 8.31993219 5.70298715 6.71320915 11.14242786 8.92206729 11.74115162 5.68969054 10.37099444 11.45664919 9.45738498 1.51974317 NA 9.35686810 7.91779692 10.33194320 9.28242475 8.84469635 11.40546226 7.35265614 10.83842923 9.04463400 7.63177075 10.78538094 4.71616234 2.51976833 10.53657419 NA 9.63263975 6.38601421 4.88900133 3.84169139 4.84169642 10.37671006 6.40240839 7.67627023 10.06858779 7.63406320 0.93478067 6.29235477 11.14242786 10.50608201 11.21092778 10.61911373 11.84619539 10.08962156 7.95161169 9.00697623 5.77790886 10.98329028 12.20056495 9.71943828 11.89480534 NA -0.06521933 10.52492256 8.46813322 8.72596639 10.62959659 9.94183068 7.58226168 14.97106289 15.52162854 1.93481841 11.60346681 9.27801124 10.53657419 10.29510184 0.93478067 2.39423973 NA 7.88899950 NA 9.95234958 8.27905475 10.01095099 9.55410627 13.22114458 9.42965906 8.61310432 4.36106649 NA 10.70835478 3.84169139 1.74217872 9.87878327 9.61604188 7.73570359 6.79899014 8.38601464 11.30794041 9.57233396 9.65419223 10.29455298 9.59382713 9.32282071 10.90670611 4.87661517 7.96822614 9.06408633 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 male 2001 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.144449e-06 7.976465e-07 -1.2108968 9.9046817 9.2401989 10.1159790 7.8711370 4.4328459 10.4027773 5.2115574 NA 1.5004961 5.6958797 8.3814447 10.2340027 8.9960023 11.6683796 10.7274648 10.1721521 11.1922662 11.6926814 4.6218760 9.4798589 10.2365877 8.0859042 8.2340026 7.4789856 9.1509315 10.4000126 6.8496841 NA 10.0772772 10.0709179 2.6958825 5.2319316 8.6958783 9.3262061 -1.2108968 10.5426225 9.6195031 8.1705310 10.3958556 10.0790067 -0.2110638 8.6655047 4.8113580 10.6856986 10.6720129 10.5245439 -0.2110638 8.1791567 1.1108977 9.6792521 8.3125499 -0.2110638 10.6218778 0.3739544 8.5665226 8.0720763 NA 6.0651113 9.3823789 8.1332835 -0.2110638 6.2888329 8.3184185 4.9182717 9.7130581 10.9908054 11.7067328 5.8870207 11.2576755 9.8870200 10.4174334 14.2201916 11.0557743 8.6485226 9.8299624 -1.2108968 15.5193783 NA 9.0285863 10.1058349 5.2484210 8.0202088 8.4328442 6.6155369 4.4371678 11.3902944 7.7306807 NA 1.7889780 1.5963627 9.5117953 3.5438794 8.5703476 7.8333822 10.5596517 6.7719819 6.6716302 12.9528733 7.5472107 9.1618529 9.6477459 8.5032334 9.7581801 7.2443153 10.4811674 8.3870402 10.5224269 NA 2.7889780 14.9487409 9.3454940 -1.2108968 12.0993166 8.3358825 9.8724671 4.3435784 7.5866492 7.4824748 10.6716308 7.8711370 3.9984392 8.8057961 9.8429136 NA 8.6281914 8.3007406 8.9664074 11.3830791 9.8057961 11.6662719 9.9966123 10.1634840 9.3550418 10.2540440 9.5234094 1.3739544 0.3739544 10.3100974 9.3654721 9.5711669 10.2189176 9.7798009 5.5169071 14.0874442 5.9387351 12.3326239 10.1786192 9.1041374 8.9053316 3.1813093 7.0927688 11.4094368 10.8412162 9.3972427 5.5304547 11.2281304 11.0622006 8.0859042 11.3564686 10.8694722 2.3739544 8.8583435 4.3435784 -0.2110638 0.7890197 -0.2110638 9.9682750 10.6274039 9.3916867 8.0510828 9.7031338 6.2152534 9.9182708 9.2878370 5.4036972 11.9192366 10.4902942 8.3007406 11.3378097 11.5524077 9.1475840 10.1109159 9.6981308 11.7660888 9.0045208 10.7939105 10.3329862 10.4404880 2.2484134 8.7533288 11.5401134 11.2278472 3.2484134 8.6847753 11.4603077 9.3203694 10.8847144 8.5654209 9.8870200 10.7623264 6.9079290 -1.2108968 0.3739544 9.0404703 6.5169087 10.5571722 9.3115694 8.7138003 10.9822052 8.2110526 10.5905547 8.8975121 7.5604773 10.1282812 1.7889780 5.8224115 10.6027690 0.3739544 7.0743898 4.4036972 3.7889884 4.4894273 -0.2110638 10.7270971 7.5236976 6.4471990 10.3530563 6.5636432 1.1108977 5.7197256 10.4885603 10.4341959 11.4436238 11.0729443 11.8376450 10.4976406 8.1288378 8.9701151 6.6385489 10.9642255 11.6676135 10.2565933 11.3066572 -1.2108968 0.3739544 9.8134349 9.0093662 9.1243783 10.5262351 9.1199047 6.4256120 12.0392862 14.5474973 4.2484210 11.2885846 8.0459748 11.3483649 9.7840483 NA -0.2110638 NA 7.9564058 0.7890197 9.2526245 7.5304547 10.0226075 10.1007362 11.5781139 8.4328442 9.0586404 4.8975115 -0.2110638 11.3588434 2.6958825 1.3739544 9.4128694 9.7197251 7.4146962 4.6218760 7.8737960 10.9240558 9.8510339 9.9564059 11.0407661 9.3531373 9.3540898 10.9791211 5.3075232 7.4859557 8.6762085 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 male 2002 NA NA NA kidney clear cell renal carcinoma NA NA white NA 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.803375e-06 5.548845e-07 -0.7661119 9.6829776 8.2422576 10.1807352 7.3886468 7.2281828 10.0619654 7.6688744 NA 0.5786972 3.5557548 7.8262860 10.2246419 6.1645671 12.3021034 9.8964973 9.5647459 9.8318814 11.4965110 2.4037585 10.3331767 10.0151887 8.0020133 8.4408434 7.2672521 8.9970414 12.6184778 5.8631852 NA 9.2850378 10.2161095 2.5557671 3.5557548 8.6495706 9.1118798 0.2338881 10.7166369 9.7903350 5.3835764 10.8088953 10.2582761 NA 9.1586415 6.0282442 10.7151238 11.2696590 10.6379061 -0.7661119 8.1437220 3.4817510 10.2911438 7.3265859 NA 10.3085056 NA 8.9820219 7.3987360 -0.7661119 4.3631150 9.1981697 8.2918209 1.2338267 6.3423538 8.3527700 5.8187918 10.1770763 9.8402341 10.1741425 7.0540084 9.6400339 10.7903350 11.5960467 14.4546984 11.2887723 9.7826508 10.7893767 2.6932528 15.5968001 NA 8.9736096 9.2380493 4.5557548 8.1134119 8.2534197 8.0379598 2.9342712 11.3870643 7.2352934 -0.7661119 NA 3.4037585 9.3618232 1.8188097 8.9634496 8.1072731 10.3019353 7.7095622 6.1880250 12.9997366 7.1763437 8.4959238 9.0949159 7.5099531 10.1522971 9.0949159 10.8627301 8.9532178 11.8989427 NA 3.8187892 16.3050294 8.5669844 1.5557671 10.9480744 7.7416234 9.7998830 2.2338267 8.6368410 7.7256819 9.5792341 6.8991648 3.8776854 8.3527700 9.8686400 1.5557671 9.2795885 9.0777498 9.1346958 10.6309687 9.0619654 11.4091289 9.4335014 10.4205622 9.3746587 10.4602411 8.4155525 1.2338267 -0.7661119 10.2394534 8.9238269 9.1911051 9.7396404 9.5781249 4.7573913 14.9699401 7.9786630 13.3796815 9.5478456 7.6304339 10.1309180 3.3212932 4.9062557 11.0387666 10.1712027 9.5006155 4.9062557 11.5588532 11.4988578 8.6304339 9.0667189 10.8406967 2.8187892 9.7161225 3.3212932 2.0411729 0.2338881 -0.7661119 9.3695382 9.0524110 9.2863970 8.0249917 9.9344160 5.4626479 9.5376096 6.8112578 4.6932583 12.0972409 10.4900376 8.6088684 10.9870457 11.1781749 10.0753933 10.5797885 9.1821962 12.5623636 9.3924385 9.8234801 9.6261463 7.3937002 0.8187688 7.6474570 11.5667046 8.5559599 3.4817510 8.9327767 11.7642353 8.6726209 10.6726208 7.0980152 9.8540488 11.1664128 7.1041941 0.2338881 NA 8.5891800 5.6600929 10.2795885 9.6175332 8.9080212 11.7473098 6.6516817 10.7748868 9.3708201 6.9549279 9.5725653 2.2338267 4.3212932 9.5847681 NA 8.8973869 -0.7661119 8.3579245 4.5913802 2.0411729 10.2884332 8.2999182 7.5647455 11.1137950 6.7663792 NA 4.3212932 10.2345332 10.6017896 10.8346710 10.6726208 10.7256820 9.9463558 7.5512414 6.7807235 5.1553121 11.2513333 11.9581296 10.4698431 10.3688969 -0.7661119 -0.7661119 9.7055042 8.3579500 9.7554294 10.3899120 9.3797611 7.0217318 12.9517195 14.4117545 0.8187688 12.3232794 8.6448737 11.6930044 10.1734082 NA 0.2338881 NA 6.9820216 NA 10.5232715 6.6600943 9.0777498 9.8036846 12.1577135 7.1346953 8.7196582 2.5557671 NA 11.3892796 3.0411904 1.2338267 9.9920521 9.0683000 7.1467183 5.8776854 7.6347087 11.2575833 8.6788438 8.2394534 10.9141884 9.4359527 8.5869756 10.5290238 3.4817510 6.4817558 8.6870995 11.4784901 5.1917e-03 5.1917e-03 1.9412e-03 -7.7056e-03 6.5284e-01 6.4143e-01 -7.6927e-03 -1.0177e-02 5.0307e-02 5.0307e-02 5.0307e-02 5.0307e-02 5.1917e-03 5.1917e-03 -8.7605e-03 5.4697e-03 -6.8051e-01 -6.6639e-01 -6.6305e-01 5.1917e-03 5.1917e-03 -7.7056e-03 -2.4381e-03 -7.6927e-03 4.6359e-03 4.6359e-03 -1.0177e-02 -6.4494e-03 4.8610e-06 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.666 0.000 0.000 0.000 0.000 0.000 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.666 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.640 0.640 0.000 0.000 0.000 0.000 0.000 0.000 11.327907 11.774199 11.290128 10.440843 9.443282 10.281635 4.091810 1.555767 7.664282 2.233827 13.851411 9.579656 8.185114 6.150306 8.011742 8.365686 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 11.3924386 NA 13.6307012 12.8626162 10.9150673 9.5725653 8.2082436 10.8489987 9.7603281 11.0930298 9.8320955 TCGA-BP-4160 67 0 NA 2881 kidney stage iii t3a n0 m0 male 2002 NA NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 1 NA NA NA 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.595293e-06 6.589254e-07 -0.6124169 9.8572893 8.8285167 10.1087467 8.5525546 8.5749995 9.0224585 8.3186508 NA 1.1991226 2.7095774 8.4402156 8.5220738 4.6355745 12.3987000 10.0041963 10.2252754 10.5361241 10.7263839 0.9726191 9.6788182 9.6532625 8.5625733 8.3065106 6.2205370 8.8450283 12.9029778 6.5971006 NA 8.8285167 9.8002174 2.8470749 4.2456250 9.3360146 9.3345538 -0.6124169 11.7095756 9.4631267 8.8409183 10.7675673 11.5415161 NA 7.9875602 7.1358406 10.4751103 11.0932799 7.9268066 NA 8.5650670 3.2945325 9.8654057 7.8264392 -0.6124169 10.7352135 0.9726191 8.3799345 7.4265667 3.3876520 5.5774711 9.1525191 8.2672305 1.9726191 6.4100154 9.2641644 7.4210701 9.8440019 9.3432974 9.2748680 3.6355803 12.1583424 11.8131257 10.7842523 14.0653671 11.1718734 9.1257397 9.2549263 0.9726191 16.3466985 NA 8.5169303 10.5983189 4.6730475 7.1087471 7.7407940 7.2205379 0.3876934 11.5876265 7.5020147 13.5713604 -0.6124169 2.3876383 9.0151814 1.7095553 8.4830447 8.2763906 10.5952719 6.2702897 6.8305913 13.6040902 8.1788102 9.1307989 8.7863912 5.8794999 10.4199136 8.6236617 11.3702846 8.7670257 11.7845198 NA 4.3418435 14.3375193 10.0224585 -0.6124169 12.0631636 6.9726099 9.2471822 6.6914281 6.6544341 7.7185644 10.2580122 8.0170043 3.7095774 8.7385868 9.2839799 NA 8.2733438 7.9875602 9.1673670 10.7112653 10.3925702 12.3017915 9.4002721 9.8076077 8.9092481 10.6999632 8.2355816 4.4751108 -0.6124169 10.1061804 9.4550818 10.1641381 9.9968262 9.9023615 2.9726191 13.7042119 8.6284390 13.2191527 9.0369036 9.5169305 9.2885143 4.6730475 6.1291140 11.3356496 10.8149604 9.5013896 7.8954420 11.5503095 11.0745856 9.6730497 11.0373528 10.6116492 2.9726191 9.4242058 5.5169292 4.4320441 NA NA 9.1018930 9.1558319 9.5411994 7.3183846 8.4683051 2.9726191 8.7991586 6.4210701 6.3698433 11.9805716 10.4176248 9.2718181 10.9018684 10.6908575 9.0898201 10.3411165 9.5039915 11.7845198 9.4044557 11.1877385 9.4737837 10.9884896 3.1950011 7.5013898 11.6882861 6.0088208 2.3876383 8.7037707 11.9292281 8.7670257 11.5765454 9.2268512 10.0828758 10.6194687 6.4100154 2.1950011 NA 7.9498897 7.0529831 10.1172683 9.9631867 9.4523903 10.7681085 5.6355745 10.1908099 9.2378342 7.3242859 9.7330528 1.3876383 4.1950011 9.0547590 0.3876934 7.2078265 2.1950011 2.5575816 4.5575755 1.9726191 11.2425159 5.6355745 5.8633810 9.8191451 5.9137152 NA 2.5575816 10.2960401 10.0653671 10.3570340 10.5780895 10.2126063 10.8233178 9.1274282 9.1770996 6.4836771 11.1673668 11.2292118 10.0251781 10.6140597 -0.6124169 NA 9.9316460 9.1087466 9.2809491 10.4987832 8.8033891 8.4127870 14.0078673 14.1362073 0.9726191 11.7534232 7.3248151 12.7216414 9.7027971 NA 1.3876383 0.3876934 7.6868556 NA 10.7692229 8.4856796 9.0151814 8.8974226 11.5796320 8.1189665 9.3611009 0.9726191 0.3876934 10.6308215 NA 3.0880907 9.7274975 9.8409181 7.4751100 5.0023560 6.9190290 11.5694209 9.8450283 9.2533807 11.5594498 9.2552814 7.1291140 9.9744873 3.4751108 6.2702897 9.5725229 9.7308332 0.00563290 0.01656500 -0.01243800 -0.00517480 0.47564000 -0.00526100 0.00027728 -0.01155500 0.02581200 0.02581200 0.02581200 0.01832300 0.02834100 0.00563290 -0.01414600 -0.00124730 -0.47438000 -0.47438000 -0.48023000 -0.48023000 -0.01972600 -0.00401620 -0.46504000 0.00305220 0.01768400 -0.35510000 -0.01155500 -0.00193990 0.00374650 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.455 0.000 0.000 0.000 0.473 0.473 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.455 0.000 0.000 0.000 0.473 0.473 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.705060 11.786925 11.512415 10.606816 9.341844 10.804445 2.387638 2.195001 7.135841 5.863381 12.954415 8.905573 10.925351 10.818947 8.428239 8.940317 10.607421 6.088086 10.803389 10.120663 9.044072 9.600946 10.242376 8.115568 7.464463 10.783182 13.308373 10.3352845 10.1950024 NA 8.2549261 7.3988745 10.6532626 10.5983189 10.9730796 8.3447495 9.0636046 7.9726099 9.8944510 6.7970389 8.4265667 8.5749995 6.6914281 6.6637716 8.1018932 8.6707359 14.3818241 8.0170043 12.9024848 5.7290986 10.8638874 11.7377579 15.9462177 11.5246386 14.2301452 10.7056253 0.3876934 10.4850213 10.9875603 10.3627790 9.4804047 9.2718181 9.5297546 9.7440995 11.8676803 11.6059080 2.9726191 4.5575755 14.1075128 11.7925230 9.7831816 5.3876486 9.0023574 -0.6124169 11.4034110 NA 12.9971726 10.9493984 10.8974225 10.4751103 9.6532625 6.1820626 7.3242859 8.8854993 9.0494255 6.9801042 13.1219200 1.3876383 13.2452398 12.7693256 8.3677869 7.8134086 10.4883098 4.9112074 -0.6124169 8.8854993 6.8222751 9.4987832 9.7539697 11.7016642 12.9419965 10.3541529 -0.6124169 9.9612947 8.6043935 9.2014288 9.8825031 9.3591910 3.5575694 10.6349817 7.0950066 6.4856796 9.5411994 5.2456288 11.6882861 11.4214146 NA 12.9452309 12.7136556 10.8979171 9.7330528 7.8835023 10.5220738 11.2610916 11.5218139 10.7883988 TCGA-BP-4161 74 0 NA 2746 kidney stage i t1b nx m0 male 2002 NA NA NA kidney clear cell renal carcinoma NA NA white NA 2 2 3 NA 2 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 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 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.595293e-06 4.855239e-07 NA 10.8860228 9.3545897 9.8777363 8.8598975 5.0230735 9.8241193 8.2859598 NA 2.8922939 5.3385777 8.3401866 9.3498047 8.2794156 12.3720988 10.5759581 9.6521084 11.6085389 11.7760323 5.7980090 9.8915210 10.4497131 9.4275548 9.0886862 6.4654440 9.1714676 13.4372675 5.6605065 -1.4687308 9.8953572 9.7630437 3.3385813 5.6080374 8.7767752 9.4933956 0.8531174 11.6887274 8.6809695 10.2260157 10.3942472 11.9737773 -1.4687308 9.7443268 7.2894453 10.2164093 10.3039494 8.4722701 -1.4687308 8.5368471 2.5312192 10.4339745 8.1514423 -0.4687308 10.5500416 1.6101803 8.8632589 8.0190625 2.3385670 6.8621389 9.7412850 8.8744082 2.2316474 7.7503908 9.4192047 NA 9.6100404 10.5357941 10.9130358 4.4138648 11.0407130 12.5936903 10.5817514 13.3884260 11.2172853 8.4781289 9.5858269 2.5312192 15.9651095 NA 8.4351043 10.3837520 5.0858113 7.3385777 7.6630791 5.3767141 1.8660771 11.3514015 7.6681113 5.4970055 1.5312192 3.7406794 9.7437189 4.5535878 8.4366095 7.9363641 10.3942472 5.0390155 6.7503908 13.4096567 7.6371313 8.5865051 8.9363641 8.4912246 11.0121641 7.5673964 10.6749246 8.0230757 11.7193477 NA 6.5919187 13.8510005 9.7339586 0.8531174 11.2958868 8.0800447 9.7968375 5.4500862 9.2124609 7.7838881 10.9073479 8.4897753 5.3892020 9.3296943 9.0538040 NA 8.9875770 8.2368547 9.4123365 10.0099922 9.9395522 11.8414092 10.1311353 10.3521992 9.2420289 10.5549769 9.0380657 1.8531573 3.1161817 9.3084778 8.9149268 10.0671297 10.5167087 10.0920330 6.0934651 13.9196435 11.1658067 12.8712812 8.8486351 9.8699588 8.6345101 3.3892088 6.7308953 9.9937247 11.0451968 10.1952253 7.5563620 11.9954517 10.5438470 10.8871242 9.1605791 10.7238235 1.8531573 9.2665415 2.2316474 0.5312692 0.1162317 -1.4687308 10.4552927 10.3652984 9.9916784 8.0528229 9.0908577 5.7011470 9.0260780 4.7406740 6.5424500 11.6138706 9.8838178 9.1623996 11.5936060 10.6796991 8.7091652 9.9395522 10.0439630 10.9844932 9.0838917 10.8542772 9.7628637 9.8959044 2.2316474 8.1161849 11.0761870 9.8661271 7.8463723 8.6776256 11.4988090 8.9967890 11.0190625 5.9235390 10.1496081 10.8730193 6.3577702 2.7791546 0.1162317 7.7696270 7.0934651 10.3786715 10.2638139 9.3199408 10.5528965 7.4138657 10.6519594 8.9062620 7.7479680 9.9024547 0.1162317 5.2726914 9.2325289 -0.4687308 6.4678598 1.5312192 2.2316474 3.1750774 0.1162317 10.4169189 6.1459321 6.2861104 9.8435383 6.3924342 1.3385670 4.3892020 10.8873994 10.0054355 11.7245939 11.3496050 11.3831667 10.9896292 8.6936138 9.5432184 6.3972656 10.5591285 10.9221976 10.2199099 11.5024068 0.5312692 0.5312692 9.9829488 9.7265947 8.8350032 10.8183577 9.2514668 7.7838881 13.5813688 13.5709984 4.3385742 10.8381386 6.9486114 11.9012287 9.7030247 NA 1.7011498 NA 8.0761871 -1.4687308 11.1505759 8.6186854 9.4381132 10.0200668 10.9352997 8.7443266 9.1823191 4.4854204 NA 10.9392868 1.9906645 2.9906463 9.0781169 9.3313136 7.6553440 5.3125817 7.5170646 11.1786809 10.0737708 9.8821617 10.5354430 10.0659679 8.5742499 10.8668920 5.1553242 7.7600413 8.9700144 9.8887744 0.6048000 0.6211500 -0.0287650 -0.1043400 0.0755590 0.0549410 0.0515300 -0.1376800 0.0000000 0.0000000 0.0000000 -0.0084385 -0.0313590 -0.0313590 0.6180000 -0.0546900 -0.6309300 -0.6309300 -0.0287650 -0.0287650 -0.0287650 -0.1043400 -0.0666540 0.0342540 -0.1334200 -0.1334200 -0.1417100 0.0088423 -0.0520210 -0.138 -0.138 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.621 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.104 -0.104 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.133 -0.133 0.000 0.000 -0.138 -0.138 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.621 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.104 -0.104 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.133 -0.133 0.000 0.000 9.864378 11.622988 11.481596 10.184515 9.169658 11.297130 5.231663 3.816620 7.558493 6.023076 11.939154 9.070168 11.271847 9.691144 8.294319 9.253176 11.360351 6.613371 10.686357 9.202763 8.593269 8.575521 9.631629 8.236855 7.259143 11.364310 12.224056 10.1987776 10.7476652 0.8531174 9.5466375 7.7455419 10.7443267 10.2544568 11.5963020 8.3433998 9.8771821 8.1750789 9.9808870 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 female 2002 NA NA NA kidney clear cell renal carcinoma NA NA white NA 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.710479e-07 1.734014e-07 NA 10.4294895 9.4513032 10.8879430 7.9417226 -1.1616533 9.5941568 5.5577562 -0.1614919 1.0494217 5.1782844 8.7721255 9.6514143 7.6649834 12.2443739 10.7531936 9.2102113 11.1344906 11.8764964 5.7210773 9.8704805 9.9580244 8.8663408 7.9805418 6.0083591 9.3901429 11.7824147 5.8718584 NA 9.8228531 9.4346245 3.6457939 5.9152508 8.5899788 9.3192250 0.4234168 11.3982898 9.5756820 6.2896464 10.3442463 12.0495626 NA 8.1052213 4.9677174 10.4863428 10.8893037 9.0839874 NA 8.0863624 2.5388858 10.1547162 8.0527539 NA 10.4649834 3.0266761 8.9364669 7.5731442 -0.1614919 7.3462292 9.6964157 8.7750726 0.4234168 6.7513245 9.0183437 0.4234168 9.3629765 9.9670736 8.9741441 4.0863592 11.5312463 13.8167877 10.6815707 13.5550935 11.1893740 8.4696117 9.4355561 2.8384274 15.8342019 NA 8.5680557 10.0027132 4.9677174 6.9521775 7.1959863 5.5249350 1.4234168 11.4182221 8.6020289 0.4234168 NA 4.0863592 9.5999859 2.7453234 8.3161928 7.7026208 10.1943364 5.2307525 7.2520627 12.5569676 7.7513238 8.7940847 8.5475185 7.2478260 10.9153906 7.2047570 11.3771087 7.9856399 11.3262748 NA 2.6457939 13.8743078 9.8200020 NA 12.1541504 7.5457939 9.5108601 6.0863613 7.2520627 7.0576030 11.2494160 7.6425658 5.3930249 8.7026208 9.3659116 -1.1616533 8.0981779 8.3501874 9.5569675 10.4285539 10.7584154 12.1243007 9.8426552 10.4364872 9.3707907 10.7377917 8.5194798 3.9258950 -1.1616533 9.7490775 8.9715769 9.1029712 10.1319063 10.0738506 6.0768391 13.8515829 8.5983228 12.9797436 9.5152733 9.8299566 7.4568201 3.2978664 6.1959873 10.7068715 10.8380825 9.3121405 7.9205839 12.2036786 10.3732239 9.0503229 10.0774365 10.5419058 2.1603717 9.0559562 1.8384274 0.8384274 -1.1616533 -0.1614919 10.2855179 10.1462047 9.9625561 8.3302877 8.9714999 3.4822933 8.9469592 5.2478250 5.9573760 11.6733008 9.6263373 9.3262749 11.4219877 11.1203648 8.3766043 10.1238370 10.4581962 11.1603628 9.0020845 10.9544537 10.5205515 11.3642002 3.7453234 7.8496622 11.0527539 9.4667892 3.2978664 8.4786616 12.0890293 9.0624364 11.7332525 4.6457881 10.4276177 10.7377917 7.4604862 NA -1.1616533 7.6360960 7.6490061 10.3075678 9.6964157 8.6807850 10.3337901 7.4858929 10.5261822 8.7897195 7.6681574 10.3688411 -0.1614919 4.3302859 9.9430334 0.8384274 5.1422174 5.1052213 1.1603394 3.5933179 0.8384274 10.9028407 7.0624369 5.8271204 9.4277955 5.8655675 0.4234168 4.0863592 10.7724941 10.1410737 11.4917277 11.0344220 10.9856397 11.2264521 9.2531199 9.5647381 6.2874187 10.7846100 11.7770955 9.8766678 11.4501512 -1.1616533 0.4234168 9.8766678 8.9508743 8.6933033 10.5483802 9.3302879 7.7087997 12.7949924 14.8665566 -0.1614919 11.2914481 7.0057525 12.3101100 9.6878398 -0.1614919 NA -1.1616533 7.7955371 NA 11.2894011 8.7528198 9.3688410 9.9715769 11.5891417 8.8157147 9.4630018 3.2978664 0.4234168 11.4646001 0.8384274 2.4233899 9.1063918 9.7415634 7.4044885 4.1959853 7.3541348 11.3459817 10.1290296 9.8363199 11.3129012 9.5163658 7.6649834 10.3506814 4.2978664 6.9521775 9.8063814 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 female 2002 NA NA NA kidney clear cell renal carcinoma NA NA white NA 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.21381e-06 4.508437e-07 NA 10.61404935 10.17977787 10.06932395 7.91385221 1.07778989 9.21863201 7.65239543 0.66275239 2.72510854 4.12219229 8.36089053 9.00558020 7.41765255 12.18043405 10.48772339 6.61696046 10.96120910 12.12986069 5.53723393 9.02616930 9.14658039 8.93111156 8.27747432 6.39972994 9.85834193 15.01586667 6.82599545 -0.92221011 9.89638433 9.88997951 3.32573179 6.20708462 8.90116950 9.65428641 2.07778989 11.27317434 8.73958014 7.39068488 10.91306308 10.32454275 NA 8.34224494 8.57365703 10.86407175 10.10294165 9.10432565 -0.92221011 8.46581942 4.20708853 10.35159774 7.85258943 1.07778989 10.31856958 2.77156870 8.20708511 7.51243076 1.39971798 6.92329183 9.60918354 9.04502844 3.32573179 6.19674276 9.79612951 6.23767270 9.14792304 10.54591703 9.06790622 6.10017032 11.71011126 10.64338029 10.20708511 13.18885630 11.02653437 9.21856808 9.23514903 0.07778989 16.07986996 -0.92221011 8.23008722 9.73064709 4.75022595 7.24270920 7.14389132 5.36320262 1.66275239 11.38386383 8.24011776 13.66996716 -0.92221011 2.24771489 9.45284167 3.32573179 8.37929822 8.22754904 10.29999327 6.27747525 6.95431963 13.32795250 7.71442687 9.54132646 8.40423173 7.75022729 11.28274918 7.14926445 10.72301026 8.59152983 11.32543302 NA 5.87221807 13.55865545 10.46150646 NA 11.55226860 7.85258943 9.40647715 3.83268752 8.31620685 7.50406656 10.88596194 8.89957626 3.83268752 8.48506973 8.87384180 3.07780698 6.77824144 8.56765002 9.29575975 10.39578003 10.99778276 12.45983980 9.28359541 10.14321827 9.41987677 10.02689935 8.01393954 4.91069429 1.07778989 10.26081712 9.55252213 9.46258591 10.31082258 10.16061645 4.69251089 14.59026486 6.11122541 12.29181764 9.15060461 10.46312533 8.83935340 4.47012033 6.80572324 10.64955484 11.60356765 9.63622293 6.75728199 11.55388762 10.59448706 8.66276449 9.27870080 10.57665138 2.98469871 9.92964485 1.07778989 2.77825064 NA NA 9.87951050 10.01444010 9.66276467 7.44848968 8.78276041 4.53723393 9.37012373 5.53723393 5.10017032 12.42542353 9.40983874 9.58658725 11.90950525 10.75464077 8.56363140 10.28542661 10.74713015 11.54922336 9.06079562 10.33105868 9.31142183 9.70533604 2.66277517 8.53312918 11.13037023 9.35819008 3.07780698 8.97970985 11.38272382 8.06364423 11.40563547 10.23893407 9.47440684 10.95431912 6.72885382 1.39971798 NA 8.18632673 7.79547865 10.18697984 10.12969078 9.70168368 10.38272377 7.22754952 10.80058836 8.71442687 7.34926530 10.15060473 1.88514481 3.39973165 8.84598644 2.53722151 5.84598675 3.47012033 2.66277517 3.98468960 1.66275239 10.87303009 6.73601355 5.98469188 9.89755008 5.47748629 NA 4.16526881 11.34488141 10.33224035 12.10172974 11.15495168 10.93656028 12.23972131 8.52074556 8.93704184 6.62036940 10.89678369 10.87586889 9.63813503 11.70168364 -0.92221011 -0.92221011 9.90355592 8.87384180 8.35625167 11.95013075 9.37815481 9.65806078 12.98431700 13.44446588 NA 10.73512061 7.65129786 13.79317434 10.59645534 -0.92221011 0.07778989 NA 7.37242283 NA 10.53158722 8.95891603 9.17055930 9.89718293 11.55707718 8.34692897 9.42126559 3.53723393 -0.92221011 10.90276091 0.07778989 3.16526881 9.25272787 9.52695085 7.73933103 4.77824012 7.73958014 12.24584742 9.47761419 10.08553022 10.96006306 9.92350384 8.48081403 10.95355153 4.88076877 7.33519024 8.77476960 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 female 2002 NA NA NA kidney clear cell renal carcinoma NA NA white NA 1 5 3 NA 4 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 7 0 0 0 0 1.21381e-06 4.508437e-07 NA 10.6242908 10.0125442 11.3533759 6.3784024 NA 9.9649786 5.0418781 -0.8408875 NA 5.1365154 8.4400054 9.0218719 8.2145173 11.3552220 9.8998587 10.2768778 11.7621655 11.4312812 6.0780974 8.3064395 9.9132871 7.2360506 7.7138236 8.8751967 9.0736197 10.3496767 6.2987866 -0.8408875 10.0102027 10.0921876 1.9665781 5.1365154 9.3502939 9.1634552 NA 10.1010159 8.7516917 8.0751138 10.2690653 10.0141031 -0.8408875 9.7785376 4.5515529 10.2904486 10.4968566 8.2172264 -0.8408875 8.5145859 1.1592417 9.5526251 8.0661253 NA 10.3946087 2.5501865 8.6150138 8.4946252 NA 7.4990845 9.0510183 8.4376843 0.1592417 5.6670292 9.1718593 0.1592417 9.3686880 10.9673944 8.5145859 4.2466969 11.7804349 10.6954819 10.0007990 14.0007990 10.9467292 8.7138236 8.7976706 NA 16.6921613 NA 8.3711228 10.9593256 5.0172137 7.8837485 8.1046784 4.2036319 2.1931094 11.3275934 6.3798549 -0.8408875 NA 0.1592417 9.6570865 -0.8408875 8.0449312 7.9405943 10.7863125 4.2466969 7.1307785 12.7676050 7.4260215 8.9714119 9.7767021 7.8281193 11.2387094 7.4118999 10.6798533 8.3140530 11.5617138 NA 0.1592417 13.1687134 10.3904559 NA 11.6699988 7.9857833 9.4376840 1.9665781 9.8777676 7.1871402 11.7250508 7.3589070 4.2885210 8.6749344 9.4618735 NA 8.0570803 7.9040686 9.8466104 10.9889574 10.9007016 11.7675449 10.1119759 9.9921247 8.8316600 9.7554244 8.8259557 0.7441611 NA 10.1242974 9.5222743 9.8648671 10.1760430 9.9722142 6.4901513 14.0048717 8.2413836 12.3642642 9.6369929 9.6540902 7.8210131 2.7442042 7.8138710 11.1588824 10.9885610 9.7041992 4.7441988 11.4617194 10.7012992 8.6847556 10.1119759 10.8461728 NA 8.3153176 3.0661236 1.7442042 -0.8408875 NA 9.0585917 9.8897047 8.9889573 8.2036289 9.2110010 6.1017488 10.0464553 10.2090833 4.3686846 11.8446405 9.9738172 8.7849436 11.4624446 11.0411134 8.7284447 10.1760430 10.1436531 11.5233693 8.9141223 11.0529154 9.5331874 10.9885610 1.1592417 7.4630150 10.3856468 12.7317999 1.1592417 9.3195222 11.6771501 9.2077216 11.3750710 8.7739446 9.9132871 10.8713317 5.1816035 1.1592417 0.1592417 7.8665940 7.2036289 10.0349841 9.4675738 8.9274189 9.7176553 5.4811633 10.8833221 9.1885218 8.5429390 10.1286212 NA 4.2036319 9.0156601 2.1592417 5.7138223 1.1592417 1.7442042 3.2466969 NA 10.5849751 4.9921249 5.3686880 8.7022666 6.9887676 -0.8408875 4.3686846 10.7762429 10.2814155 11.5547688 11.4604450 10.8781956 11.5496723 8.3316622 9.1379451 6.1149417 10.1464987 10.2859391 10.4675737 11.3723389 1.1592417 -0.8408875 9.7812864 9.6827966 8.9323739 10.2273411 9.1046784 8.3759804 12.4748088 13.7043801 1.1592417 10.1940336 7.4368006 12.0546206 10.0766068 NA NA 1.4811439 7.9952849 NA 11.8886493 8.0691275 9.2118027 9.6042495 10.7286156 8.5364450 9.1969053 3.8030927 -0.8408875 11.2447071 -0.8408875 0.1592417 9.6410340 9.2320371 6.8239302 1.1592417 7.3140530 11.3194213 9.6011414 9.5718046 10.5875948 9.7526258 6.1134317 10.3607460 4.9260943 7.6983935 9.2453709 9.7637878 -0.014543 0.022304 0.032845 -0.375500 0.024548 0.023083 0.018523 -0.798110 -0.202860 -0.202860 -0.202860 -0.202860 -0.014543 -0.014543 0.032422 0.000000 -0.802270 -0.802270 -0.802270 -0.802270 0.032845 -0.375500 -0.373350 -0.812600 -0.381120 -0.379290 -0.798110 0.018663 -0.379210 -0.798 -0.798 0.000 0.000 0.000 0.000 0.000 -0.379 -0.377 0.000 0.000 0.000 0.000 -0.369 -0.369 -0.382 -0.382 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.802 0.000 -0.375 -0.375 0.000 0.000 -0.380 -0.380 0.000 0.000 -0.813 0.000 -0.374 -0.374 -0.203 -0.203 -0.798 -0.798 0.000 0.000 0.000 0.000 0.000 -0.379 -0.377 0.000 0.000 0.000 0.000 -0.369 -0.369 -0.382 -0.382 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.802 0.000 -0.375 -0.375 0.000 0.000 -0.380 -0.380 0.000 0.000 -0.813 0.000 -0.374 -0.374 -0.203 -0.203 9.5728626 11.6879329 13.4264603 10.4572972 8.3465869 11.3456584 3.4071624 0.1592417 6.9857827 4.0661236 11.3099339 7.5439320 7.4118999 7.6703546 8.8195159 8.7195675 11.8892802 4.8596764 10.3838394 9.0855306 8.5189843 8.7611726 9.0363346 7.5299224 7.0899716 10.7162196 13.7669695 9.9503975 10.6640536 -0.8408875 8.3952488 7.8803341 10.5206302 9.8501057 11.5383422 8.2306968 9.3699059 7.1250187 9.3366543 7.3832360 6.5429390 8.9157910 4.9921249 4.8871548 8.1871407 9.3203664 13.0066836 10.3102512 13.1437421 9.2726643 8.3441099 10.8769111 16.3566146 11.4248497 13.4783422 10.5770872 NA 11.7432576 9.9889574 11.0392007 9.1899019 8.7849436 10.0241946 10.1061410 9.8837485 11.7542566 2.1592417 6.2360506 14.0346620 11.1166995 8.0988138 6.3490591 11.0844182 1.4811439 11.8650830 NA 12.4120479 11.3988272 10.4230907 10.4469470 9.9132871 5.8457359 8.0601014 8.4766474 8.7757834 6.5429390 12.4239587 1.4811439 14.9861803 12.5437486 8.2493472 9.7022278 10.4124912 3.6827980 -0.8408875 8.4260211 7.4901513 9.7554244 9.7913212 10.3970421 10.4613023 9.2212809 2.1592417 10.4195662 8.3952488 9.0357517 11.1130673 10.3051668 1.7442042 9.7224310 5.5167874 8.0047250 8.9889573 2.8596714 10.3856468 11.1613464 NA 13.0511133 12.4860854 10.6935376 10.1286212 7.0047250 11.0877530 10.3607460 12.3763972 10.5505481 TCGA-BP-4165 64 0 NA 3037 kidney stage i t1b n0 m0 female 2002 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 1 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.468028e-08 0 0.002162421 9.927673089 9.524700178 9.732588892 5.884761521 5.324047299 10.421552266 6.658185771 -0.997981639 NA 5.230936935 7.965014835 10.623712709 9.463598141 11.954131882 10.020318842 9.214006989 10.795721986 12.634091474 5.660329689 10.035541711 10.124946747 9.060110360 8.451267170 7.126239845 9.058756446 10.362417176 6.920981608 NA 10.521263477 10.221287193 3.809476184 5.230936935 8.209133110 9.954131882 NA 10.743164272 9.685113368 4.211572959 10.582848381 10.326861781 0.002162421 8.618667406 3.909004998 11.109989603 9.999298206 10.465643129 -0.997981639 7.685113192 2.172039404 10.546600201 7.196875518 NA 10.545208531 0.002162421 9.247374295 7.645974674 -0.997981639 5.493970700 9.495974114 8.748632972 0.587076903 6.394436970 8.614987315 3.461554752 10.093554102 11.491214011 9.392287581 5.956314585 9.617647263 11.822497141 10.988671836 13.756014439 10.549495234 9.058756446 11.219773551 0.002162421 16.098597101 0.002162421 8.390135845 9.466664435 4.979398899 7.938756849 8.935809476 5.616828167 2.587076903 11.415217719 8.223343385 0.587076903 1.809455605 2.587076903 10.090244374 1.809455605 7.766990630 8.562451562 10.570549928 5.884761521 6.541277861 13.541883359 6.695605536 8.804635070 9.250046339 8.622338499 9.804045328 8.422079067 10.360220391 8.820701047 11.396581396 NA 2.809476184 15.410415277 9.053327779 -0.997981639 12.029333579 8.711202690 10.206689860 3.002126407 7.663896769 7.730039387 11.412570058 6.763670503 3.809476184 8.583319373 8.828667121 0.587076903 8.836589765 9.126240103 9.616828534 10.274165199 10.108027269 11.190726085 9.487947931 10.779785005 9.957768662 10.654963641 9.315874804 1.002090393 2.002126407 10.171417394 9.161989937 8.549013356 10.116511746 9.757006240 6.268905932 14.014481363 7.872483432 13.891337452 9.630564189 7.605744698 10.695605710 4.089582893 7.268904997 10.937283768 10.206078462 9.751988180 5.002117404 11.160728376 11.387441869 8.451267170 10.039665651 11.004230510 2.587076903 9.773434805 1.324061705 -0.997981639 -0.997981639 NA 9.042408501 10.454874714 9.101466503 8.726632683 11.229569178 7.018926769 9.680718878 6.564361400 4.556705298 12.021535700 10.585201521 8.007743249 10.682038613 11.528617955 10.195847326 10.662114598 9.428383415 12.406595049 9.065513882 9.404064785 9.263038163 10.441430153 1.002090393 7.923959696 10.659883718 11.281929505 1.587076903 9.438132719 11.346414614 8.819102285 10.322919269 7.959220695 10.183892141 11.375799525 7.398723173 -0.997981639 2.002126407 9.178291868 6.259506011 10.100808835 9.724072280 8.570074654 11.247968504 8.714645638 11.096740780 9.163250647 7.216437404 9.842109717 2.324032894 6.013346125 7.950485911 5.525680534 6.750311719 2.587076903 4.172047407 4.674545394 0.587076903 9.649577200 7.716364036 7.141669842 10.575765938 5.341967962 NA 5.211572959 10.895799432 10.912386700 11.816100262 11.158201814 12.137507366 10.198105999 7.635113712 8.094875765 5.777301349 10.066861472 11.725779663 9.699954981 11.202710825 NA 0.002162421 9.634205173 7.226120252 8.926931352 9.909760506 10.399258482 7.013346125 12.264213569 14.391380319 1.809455605 11.392556403 8.575292663 12.779990430 10.080269519 1.002090393 -0.997981639 NA 7.094875765 0.002162421 10.831453010 6.695605536 9.250046339 10.061463139 11.773401836 8.299034885 8.609449149 5.131400163 -0.997981639 10.523719154 1.324061705 1.002090393 10.238730861 9.700823403 7.250046339 4.131400163 8.242910179 11.175795842 9.390136060 9.035541711 10.670117218 9.563406606 7.583318997 10.654067341 5.151866933 7.806249936 8.068208072 11.138148583 0.00583090 0.00583090 0.00225340 0.00458000 0.00527490 -0.01642900 -0.00705760 -0.01546600 -0.01986300 -0.01986300 -0.01986300 -0.01986300 0.01377200 0.00583090 0.00583090 0.00013863 0.00471900 -0.69929000 -0.69929000 -0.00830050 0.00225340 0.00458000 0.00123170 -0.00705760 -0.00499270 -0.00499270 -0.01546600 -0.02457500 0.00194180 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.199950 11.701474 12.608293 10.223102 8.697347 11.136866 3.002126 1.324062 8.411510 3.909005 13.042751 9.017185 6.013346 7.832697 7.889522 8.089581 10.809876 7.141670 10.598308 7.812690 8.400862 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 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA NA NA 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 3.468028e-08 0 NA 10.1160767 7.5419477 10.3681953 7.4297649 7.2432178 9.7817102 9.0693528 NA 0.7263953 2.5949307 7.9085097 10.2287628 6.3038812 12.3208853 10.5068973 8.8222674 9.7976182 11.3823296 1.2164238 8.6791243 10.3389868 7.8073788 9.1694500 8.4925422 9.0069291 11.3459583 5.3207554 NA 9.2889523 10.0768839 4.8717697 4.4490793 8.7034537 9.6018486 0.4794375 11.2487389 10.3477602 3.8944880 10.5988255 10.8300230 NA 9.3833339 6.0134310 10.7388030 10.6974097 10.4999690 NA 7.6560408 2.8013863 10.0662919 7.8916689 -1.1056285 10.5640877 -0.4639471 8.9416134 7.4529100 -1.1056285 4.6224092 9.4888142 8.8178170 NA 5.9713044 8.7725406 2.7018373 10.0687910 9.1948420 9.9347792 7.6725668 12.1718423 13.3960779 11.2975015 13.7011902 11.2312750 8.8281803 10.5752886 1.4794375 15.4155378 -1.1056285 8.9085100 9.5766062 4.5092018 8.1328945 7.9085097 7.8831742 3.0976951 11.8683662 6.9653618 -1.1056285 1.2164238 2.5949307 9.6376409 4.5383457 9.0568810 8.1015041 9.9429764 7.2651771 6.9334086 13.6670619 7.9605789 9.3049408 10.1647849 6.5809896 9.8337895 8.1160767 11.3913433 8.8267042 11.7995004 NA 4.3207518 15.0625348 7.8252266 -1.1056285 11.8004406 7.2387859 9.6291992 5.1982702 8.4850766 7.8803317 9.8377369 6.7210377 4.5949307 8.6477063 9.8193021 -0.1054732 8.8325989 9.0069291 9.7571269 10.5105789 9.7170603 11.3060826 9.5491256 10.6393233 9.5651457 11.1048565 8.4418660 2.8013863 2.2164238 10.3081175 8.8987099 9.3448451 10.3918425 10.0972256 5.4643448 13.9329799 5.0644130 12.5214533 9.5036683 9.2608118 10.3818271 2.9819440 4.4794505 11.3825807 10.4981159 9.6856523 6.6224106 11.8104641 11.4913781 9.0892463 9.9375168 11.0298782 6.3620946 9.1427136 4.5949307 6.0237721 NA NA 9.2553367 8.4200103 9.9306631 8.4258709 9.3551707 6.0237721 10.0581392 6.8602738 7.5739698 12.1069859 10.4253836 9.1184913 10.8867198 11.0231284 9.7540243 9.9753070 9.4624456 12.1444918 9.3477602 10.2542391 9.2953690 7.1659521 3.4794505 8.7178567 11.4543446 9.6638564 1.4794375 8.5611218 12.1576120 8.6807593 11.2889522 6.9713056 10.0486747 10.9689655 6.8311273 -1.1056285 -0.1054732 10.0799844 7.0793653 10.4092036 9.3207543 8.0467742 11.2638142 5.6626726 10.6598999 9.2985667 7.2996311 9.9175508 3.5949307 4.7771304 10.2085063 -1.1056285 8.5473345 3.8486880 6.4258705 4.6758498 2.8944880 10.9622600 7.0543612 7.8973046 11.7222113 5.7675648 1.2164238 4.8252259 10.7138703 10.7938465 10.8103689 11.0451888 10.2980343 11.3094390 8.3477600 8.9402493 5.4003808 11.1196970 12.2429411 10.1112353 10.4676633 NA -1.1056285 10.1536442 8.8789080 9.1589320 10.7202434 9.0781249 7.3038803 13.4633363 13.9303626 2.4794634 12.0313205 7.7007171 11.9646105 10.1896845 NA -1.1056285 NA 6.5598252 NA 9.9693200 7.9739745 9.5274848 8.8645954 12.3960780 7.6659789 8.9531712 2.0644000 -0.1054732 10.9008156 1.4794375 2.7018373 10.0493076 9.5064365 7.6291992 8.5739698 7.7146686 11.2998970 9.3953315 9.1063779 11.5048223 10.3472455 9.4671898 10.7030515 4.5700257 7.3165540 9.0867824 10.5059755 -0.0012486 -0.0055375 -0.3413600 0.2435800 0.8481000 0.2513700 0.0540910 -0.2890500 0.0280600 0.0280600 0.0280600 0.0280600 0.0097276 -0.0012486 -0.0055375 -0.3576100 -0.3413600 -0.3413600 -0.3413600 -0.3413600 -0.3413600 0.2435800 -0.0433310 0.0197830 -0.0045397 -0.0045397 -0.3505500 0.2498100 -0.0087146 -0.289 -0.289 0.000 0.000 -0.266 -0.266 0.250 0.000 0.000 0.257 0.257 -0.269 -0.269 -0.258 -0.258 0.266 0.266 0.000 0.000 0.262 0.262 0.000 0.282 0.251 0.251 -0.341 -0.341 0.244 0.244 0.259 0.259 0.000 0.000 0.237 0.237 0.000 0.000 0.000 0.000 0.000 0.000 -0.289 -0.289 0.000 0.000 -0.266 -0.266 0.250 0.000 0.000 0.257 0.257 -0.269 -0.269 -0.258 -0.258 0.266 0.266 0.000 0.000 0.262 0.262 0.000 0.282 0.251 0.251 -0.341 -0.341 0.244 0.244 0.259 0.259 0.000 0.000 0.237 0.237 0.000 0.000 0.000 0.000 0.000 0.000 10.788530 11.329378 11.823563 10.600122 10.229322 10.548230 3.594931 1.894488 7.665979 3.142413 13.878997 8.970543 10.022484 8.603849 8.209050 8.468137 11.465531 7.207373 11.033721 8.714669 8.816331 8.978168 10.571504 8.329118 7.900114 10.186236 12.986669 10.4557774 10.5151676 NA 8.8103689 7.1982702 10.1873863 10.4681367 11.5140218 9.9799620 9.6283522 7.4297649 10.4733340 6.7893067 7.2651771 9.2803518 6.6224106 6.9766386 9.6164432 8.6807593 12.9799620 8.4433116 12.3999289 6.3454532 7.5809904 10.6577019 15.1427507 11.6864663 14.8449087 11.0156992 1.4794375 10.0706626 10.1400423 9.6215591 9.2498407 9.1184913 9.5931943 9.7663947 10.3123421 11.7358554 5.6626726 5.2868072 15.0013620 10.9713051 9.4633956 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 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white NA 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.421892e-06 6.242451e-07 NA 10.2149111 8.8698498 10.0957185 8.0357080 8.0294899 10.0357083 9.5754689 0.1746621 2.7607958 4.6008882 7.8184774 9.1432883 6.7595833 12.7901361 9.8619971 8.6604506 9.5529163 11.5277682 2.1746301 10.4118314 10.3865097 9.7548800 10.1046195 6.0815122 9.0232443 14.4265106 6.5496615 NA 9.7454258 9.7368638 4.1288213 4.4965518 8.0169715 9.7529941 2.4965390 12.4456466 9.8130573 7.7893315 10.8858582 11.9672084 NA 10.4903371 9.7605229 10.8107928 10.4869372 8.7633359 NA 9.2896650 5.5144726 11.0067203 6.6503553 -0.8254657 10.4495819 -0.8254657 9.2501006 8.4669431 0.1746621 3.6340472 9.2271894 8.2380163 -0.8254657 7.8363995 9.6794403 6.7060028 9.5010510 9.8888670 9.9730932 5.1053596 8.1783925 12.1175024 10.5781660 13.5955685 10.8501374 9.4495818 10.0875107 NA 15.3884471 -0.8254657 8.1317232 11.0051366 4.3039049 7.5010506 7.7893315 10.4076418 1.2381143 11.1407663 8.5001515 1.7595820 0.7595820 0.1746621 9.8229790 2.3445445 8.1404055 8.3962083 9.9714721 8.7819518 6.1519014 12.9891037 6.3545297 8.3192797 9.1886418 7.6134130 10.1425321 9.9394930 10.9904050 8.8488135 11.2693589 0.7595820 5.5144726 15.9666364 8.9722828 2.8750526 10.7084378 7.6544019 9.5055383 5.0572640 8.1259063 8.7406753 10.4772603 7.0633649 4.8184774 8.5077768 8.9948003 3.4225425 8.1604634 9.3432934 9.7079511 9.5998374 9.7874899 12.1248128 9.0845145 11.3029380 9.4829604 11.1650800 8.1615441 6.6981837 1.9819622 10.1156690 8.2326133 8.4390642 9.8637458 9.4920340 2.6340588 14.1940818 5.9819759 11.2373422 8.7745344 6.5496615 10.5561643 5.9819759 6.3840740 9.5111280 9.9811710 10.4154127 4.6664726 11.0126435 11.2867351 10.9378338 9.3804147 11.4818222 5.4600250 9.8422298 -0.8254657 3.5669369 -0.8254657 0.7595820 9.5594052 8.5583258 9.4726839 7.9690371 9.7673120 5.8888674 8.2594297 8.6008863 5.2407112 12.2231083 9.1519014 8.1023994 10.7215159 10.8256731 9.8519974 10.4266954 8.9625239 12.3216673 9.4010335 8.9042420 10.0739783 6.2514370 1.7595820 7.2514370 11.3051919 8.5326571 4.3840774 8.3840749 10.9494084 7.5100117 10.3218263 5.3445480 10.0333795 11.2366676 7.6503546 1.7595820 1.7595820 7.7368639 5.9690376 9.7339984 10.8288099 8.9995801 11.4594455 2.4965390 11.3375697 9.8845668 8.1317232 9.4460844 1.7595820 4.7292101 7.5409432 NA 7.9160884 2.1746301 8.4101329 3.6340472 5.7893302 9.5977373 6.1519014 7.5409432 10.2142260 6.6133298 1.1745982 4.7893328 10.2700184 10.3420395 10.8505784 10.5866619 10.7661438 9.7311274 7.7060028 6.1858487 5.4139799 10.3325999 10.5539998 9.3755200 10.7171697 -0.8254657 NA 10.3913672 7.9851930 9.5010510 9.8793897 10.2600939 7.4829604 13.7490375 13.1930824 1.1745982 11.8130573 8.8338145 11.9444593 10.0587919 0.1746621 0.7595820 NA 7.1689749 2.8750526 9.5222427 6.6903207 8.8003301 9.7689460 12.5584607 7.1112598 8.8681083 3.6981851 1.9819622 10.3956043 NA 1.4965646 10.4425785 9.0979489 7.0075117 8.0875106 7.9059405 11.3269063 9.5010510 7.9884024 10.8426199 9.0919936 9.0279309 10.0934846 3.6671201 6.6981837 8.2541060 11.4281734 -0.00027724 0.00610900 0.11228000 0.00166420 0.38849000 0.12874000 -0.00116250 -0.00595220 -0.02123500 -0.02123500 -0.02123500 -0.02123500 -0.00027724 -0.00027724 -0.00632250 0.00471900 -0.18395000 -0.18395000 -0.40617000 0.11228000 0.11228000 0.00166420 -0.13251000 -0.00332430 -0.11298000 -0.11298000 -0.13245000 -0.25986000 -0.13186000 0.000 0.000 0.127 0.127 0.127 0.127 -0.260 -0.132 -0.125 0.127 0.127 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.255 0.255 0.256 0.000 0.000 0.000 -0.072 0.112 0.000 0.000 0.000 0.000 -0.133 -0.133 0.129 0.129 0.000 0.000 -0.113 -0.113 0.000 0.000 0.000 0.000 0.127 0.127 0.127 0.127 -0.260 -0.132 -0.125 0.127 0.127 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.255 0.255 0.256 0.000 0.000 0.000 -0.072 0.112 0.000 0.000 0.000 0.000 -0.133 -0.133 0.129 0.129 0.000 0.000 -0.113 -0.113 0.000 0.000 9.229904 12.152974 9.962524 10.170389 8.562639 11.269029 3.344544 3.759582 9.133174 6.895721 14.405993 9.752796 11.244071 9.108858 7.453350 7.807616 10.079256 6.566938 10.698673 11.667226 8.131723 8.256877 10.933219 7.063365 7.374294 11.336383 11.734954 9.937003 10.168975 NA 8.131723 5.549660 9.529973 11.472970 11.291615 9.692291 10.022462 5.219014 10.377969 6.303905 10.001964 10.174621 7.864620 8.146165 8.240711 8.174622 13.212426 8.955981 12.093485 5.602564 10.985595 9.449582 14.422178 11.538482 13.394168 10.194907 0.759582 10.958438 9.508895 10.725368 8.670476 8.102399 8.538756 10.305192 11.385597 11.192126 4.981976 6.540943 14.747882 10.845720 10.373680 6.902542 10.051138 NA 10.506658 NA 12.902436 10.328680 10.298743 10.312253 10.386510 4.666473 4.128821 9.384075 8.892298 8.122988 12.002153 2.981980 12.416753 11.904242 8.776392 7.579763 10.138240 4.955982 1.174598 10.474974 7.892298 9.403440 9.134623 12.087137 12.595240 12.421214 1.981962 9.447251 7.374294 9.012249 9.561562 8.571226 3.174614 10.663466 9.214911 6.293562 9.472684 6.558326 11.305192 10.386510 NA 12.792892 12.733520 10.308406 9.446084 7.532174 11.103510 9.969849 11.409870 8.999485 TCGA-BP-4169 76 1 701 NA kidney stage ii t2 n0 m0 female 2003 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 5 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 1.28317e-06 3.814831e-07 -0.8054086 10.7633762 8.8511325 10.4506213 8.3683847 7.5300981 9.8466561 9.1636190 -0.2202780 2.5759899 5.2059359 7.6334995 10.6508052 8.1430750 12.2156007 11.4211197 8.4138763 11.2191547 12.1815273 5.3239897 10.0299685 10.2452364 9.1008465 8.1195201 8.1283981 9.0864913 14.1017639 6.6040980 -0.2202780 10.1346540 9.5902418 4.0020634 6.0152701 9.2927397 9.5439888 3.9495910 11.5975864 10.4893283 8.0650725 10.5574733 11.1228557 -1.8054086 9.5961204 7.3520549 10.1872919 12.2710221 10.3736836 NA 8.4731570 3.1015997 10.0864912 8.2308812 1.6541605 10.7129525 1.5536554 8.9474143 7.9260267 0.5166203 5.5610297 10.2861429 8.8934123 NA 6.6459192 9.4360950 1.1947175 9.6840538 10.2020852 11.6809141 7.0180744 12.3486134 14.2460227 11.5547316 13.7010771 11.1364888 8.3213347 10.9403819 5.4520946 15.7767466 NA 8.5030466 8.3758596 5.7796695 7.2198471 7.8881947 7.3162408 1.8973566 11.1432573 8.0770753 5.9495956 1.0020904 3.8094144 9.7744949 4.0020634 9.1459922 7.7260887 9.7726084 7.3239906 7.6520885 13.2934799 8.0511333 8.8066543 9.6035679 7.6417909 10.4251514 9.2728584 10.8034244 7.9311092 11.2151667 0.1947175 4.4235244 14.8884395 9.5971868 2.1947175 10.2937265 8.1819717 10.2831645 4.2821729 8.8750671 7.8204164 11.7078183 6.8812082 4.7946186 8.9801601 9.0004513 -0.2202780 8.6104494 8.7483368 9.9822020 9.7454543 9.5670286 11.5777381 10.4924836 11.0204614 9.5615761 10.4748984 9.3447595 5.5870259 4.0773541 9.7314404 8.7084352 8.7893680 10.5314930 10.7145895 5.2170756 13.6487497 5.5610297 10.4893283 9.7730802 9.6397224 9.0819281 4.3239897 6.3646320 11.1421618 11.0176766 9.5913123 7.4211198 12.1274722 10.8112564 8.9132404 9.9382798 10.6154573 3.9760703 9.0665588 4.1947096 8.4777959 -1.8054086 NA 9.6985333 9.5445416 10.1023494 7.6805368 9.7287770 7.1662515 8.6653665 7.3084501 6.7867532 12.4796762 9.2377348 9.2781869 11.7435294 10.7367721 8.8830015 9.9516807 10.1448988 11.0070855 9.5434358 9.7241381 9.9179419 9.6035679 6.6083362 8.2567536 11.6121645 11.1446145 6.9956078 7.8537225 11.2066336 9.3764810 11.5416368 7.8529190 10.3949932 11.3238296 7.1947076 2.1015828 -1.8054086 10.3431842 7.8020381 10.5300979 9.6602739 8.2675100 11.0341082 7.9956072 10.7161828 9.2587766 8.5378932 10.5486814 2.8385686 3.6865566 9.9768867 1.3646285 5.4426350 5.4138750 3.3646285 4.0773541 1.8951475 10.3860752 7.3110517 6.8706643 10.4934375 7.1014179 1.3646285 5.4426350 11.1060995 10.3690091 11.6122964 10.9281467 11.6290752 10.1405172 7.8349526 9.2169505 6.0077830 10.7145895 11.9363852 9.7406374 11.6207102 0.1947175 -0.2202780 10.1079709 9.0212560 8.8627062 10.9672675 9.5500586 7.0804040 14.4606156 14.8503221 1.3646285 11.4269785 8.7782040 11.9545957 10.2748588 -1.8054086 -0.2202780 -1.8054086 7.9545959 NA 10.2719272 8.7693010 9.5950534 9.6623130 12.3442959 8.9344882 9.0544130 4.4235244 1.0020904 10.6477209 2.9495910 2.4426251 9.3149455 10.3012705 7.9529305 6.1604927 7.5998489 11.3509487 9.9128123 9.5751686 10.6765069 9.9523684 8.9209257 11.2288187 4.9785572 7.9226278 8.9931793 9.7207176 0.00652620 0.00652620 0.00332990 -0.02603000 0.01754400 -0.00843850 0.00000000 -0.01875000 -0.01642900 -0.01642900 -0.01642900 -0.01642900 0.01279500 0.01279500 0.00652620 0.01265500 -0.44695000 -0.42036000 -0.40970000 -0.42876000 0.00332990 -0.02603000 0.00346870 -0.10118000 -0.02667600 -0.02667600 -0.01642900 0.00041593 0.00471900 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.41 -0.41 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.41 -0.41 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 11.107597 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 female 2003 NA NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 1 NA 1 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.387211e-06 4.161634e-07 NA 9.90189504 9.20027776 10.77164793 8.62903343 7.30368761 9.88817519 6.33538499 -0.67922652 2.16568688 3.90565897 8.09218365 9.96409968 6.15358446 12.15556049 10.66332478 9.41477211 10.57128895 11.74157577 2.22758707 10.49717932 9.97533054 8.36918116 8.23955748 5.04861547 9.07891773 12.62931789 5.82848942 NA 9.59274088 9.53501365 3.22758707 4.51071512 8.27779650 9.54046808 NA 11.48920989 9.66609970 6.17867481 10.61301608 11.42398227 NA 9.75114701 6.17244351 10.36815917 11.20524655 9.46343977 NA 7.94091434 3.27488781 10.24253534 7.66276876 NA 10.68109712 1.09261339 9.39038588 7.56624740 -1.67945756 6.06888789 9.69844718 8.41609152 NA 7.21247790 8.83442206 2.40816837 9.76726084 10.04392872 11.22889942 5.14087271 12.00910541 14.45558196 11.30457875 13.62839333 11.44949431 8.66165733 10.66969915 3.78012109 16.05025544 NA 8.35549338 9.60898384 4.25143128 7.75114701 8.26467435 7.01418119 1.78014209 11.49593211 6.62493140 -1.67945756 -0.67922652 4.54951516 9.53379868 4.02113323 8.28214416 8.23657394 10.34132723 6.12159361 7.26906121 13.22594041 7.84033041 9.02632674 8.81854639 7.66942226 10.92030514 7.58748126 10.79617454 8.22457623 11.73630417 -0.09434103 4.69573219 14.37209459 9.41938446 NA 12.23489268 7.89623370 9.50308870 6.08887938 8.95368953 7.95913026 11.12502717 7.04861438 3.56861588 8.90471740 9.39215683 0.32065796 8.76156353 8.70331842 9.84523615 10.11470408 9.85256322 12.00867586 9.62960233 10.32596807 9.38071473 10.68920086 8.40376152 1.32071572 -1.67945756 10.06005319 8.77190571 9.47439852 10.25217069 9.90095297 4.10205338 13.90365965 5.43963643 13.16486076 9.88389065 9.75114701 8.35961341 4.32069406 5.72157499 11.15950444 10.67384126 9.49998158 7.35686832 12.34251680 10.98247257 8.75844643 9.41411206 10.88532032 -0.09434103 9.15535510 5.35411712 1.32071572 NA NA 9.37190338 9.71515722 9.69844718 7.90940890 9.64350142 4.84425508 8.94183053 5.36508709 5.91993830 12.10767872 10.03236138 9.29367419 11.51698916 11.45158673 9.12240276 10.42954556 9.86517603 11.54575123 9.11511025 10.52495987 9.77447955 10.57010426 4.04861111 8.24550707 11.25124699 11.27081834 5.33192014 9.63318597 11.71596079 8.81354906 11.04797680 5.50060450 10.40117894 10.96837772 6.96093909 -0.67922652 -1.67945756 8.66831595 7.55909942 10.50587962 9.92987324 8.85305031 11.28449366 8.28069655 10.67353787 9.16696846 7.80047479 9.75271431 1.12802939 4.04861111 9.80249391 3.87527877 6.58748051 3.74695764 2.90565897 4.38678336 1.12802939 10.47297925 7.07558183 6.43443641 10.76841825 4.87298139 NA 3.49062147 10.78702590 10.35032673 11.13387436 11.00763261 10.52220575 10.72264054 8.57335976 9.28645704 6.20937733 10.83836384 11.71180375 9.69953116 10.97778957 -1.67945756 -1.67945756 9.80752945 8.66054433 8.63130731 10.80279147 9.48685754 7.62675597 13.93615167 14.68594038 0.64265537 10.96635288 7.71043314 12.40707950 10.18371911 0.90565897 1.32071572 NA 7.50804669 NA 10.61128933 8.46535254 8.88579641 9.42921883 11.66568380 7.83639441 9.15243722 2.90565897 NA 11.17497847 1.90565897 2.84426512 9.56088955 9.65273099 7.61301589 4.73008559 7.75948610 11.61804062 9.67824642 9.61932992 10.88865049 9.42856536 8.02286712 10.41543197 4.54778295 7.34306221 9.52831892 9.99973468 0.00171950 0.00027049 0.00208050 -0.01009400 -0.00277070 0.49510000 -0.01050800 -0.00705760 0.02525000 0.02525000 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 -0.6792265 8.8905501 8.1693172 10.1883593 9.8090367 11.6021898 8.9913506 9.7641560 8.0193989 9.7811503 7.0587862 8.1972113 9.0383709 7.0071955 4.8125496 8.5979818 9.1028736 13.9286026 9.0426482 12.3338426 5.6864921 9.5686220 11.9885821 15.9438186 11.7183691 13.3520941 10.2324609 0.6426554 10.8919731 9.1440617 10.3312225 8.9824726 9.2936742 9.8919731 9.9037772 11.1687305 11.5780823 1.4906215 5.2979727 14.5503916 11.3413272 9.3136327 7.5252655 10.3674774 NA 11.4420661 -0.6792265 12.9405132 11.0008297 10.9739874 10.992236 9.975331 6.121594 6.460246 8.997533 9.076417 6.172444 13.007402 1.780142 13.567175 12.111348 8.506809 9.179336 9.824520 5.034942 -1.679458 9.140873 8.640366 9.615889 9.965429 10.535924 12.281149 10.570401 0.905659 9.637542 8.408157 8.871441 11.111043 9.494996 3.606099 10.523431 8.495620 8.280697 9.698447 5.820542 11.251247 11.079126 NA 13.099388 12.747287 10.484030 9.752714 7.662769 10.812047 10.970400 11.646266 11.467806 TCGA-BP-4173 47 0 NA 1893 kidney stage ii t2 n0 m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 3 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.734014e-07 2.774423e-07 -0.48903808 11.31146645 9.37670431 9.96372698 9.42685031 4.66071759 10.11968779 7.67036308 -0.48903808 2.89017428 5.53333908 8.53333869 9.41409958 7.86852318 12.58368974 10.74219211 10.26502331 11.39514144 11.79839476 3.09594129 10.64571814 10.33871054 10.09827966 9.49111052 8.23207022 8.93093126 13.81546487 6.30538691 NA 10.17941277 9.80960641 5.33114984 6.47710091 8.75889842 9.74219220 1.09592442 12.63299002 9.29233061 8.95598577 10.30457424 13.35650999 0.09599191 8.75295393 6.94559951 9.70388022 10.78155832 9.24990772 NA 8.55673058 3.97040274 11.31711771 7.81017894 1.83289001 10.68355470 2.94193262 8.98394612 8.04430067 0.09599191 6.36272060 10.83627637 9.04332673 2.75890009 7.33433855 9.72103338 2.75890009 9.08934375 9.85637619 10.41409958 4.26585692 12.39773826 13.44710275 10.80587879 13.41842497 11.50514755 8.68339855 9.13119075 4.00282851 15.79977394 NA 7.84188760 9.11737609 5.59843369 7.09217149 7.85526655 7.66071831 2.51096192 11.43076536 9.45366141 12.89972822 1.31834577 1.68090942 9.78651354 2.31831684 8.87729303 8.48538537 10.07940211 6.16202268 7.65052261 13.33000239 7.77071410 8.67336244 9.10062213 7.81246742 10.70399110 8.30538691 11.01156391 8.05206750 11.54370548 -1.48883561 4.00282851 14.53210274 9.84412622 -1.48883561 10.88329189 8.27915507 9.89791124 6.39361355 7.99075126 7.72042418 11.11991878 7.90543334 6.86852257 9.01578996 9.08839976 -1.48883561 8.08839976 8.77775734 9.65371624 9.91983137 10.57369168 12.10715952 9.22177729 11.29478769 9.51519145 10.50355526 8.98338755 4.68089817 1.51096192 9.84356701 8.85193358 8.66504202 10.49716854 10.34741586 3.75890009 13.43791548 7.01876546 12.37079689 9.43429837 9.93671140 9.31913061 5.85969877 6.42386050 9.68776741 10.82300302 9.89143195 8.95702047 11.53536438 10.75444244 9.35332131 10.58176277 10.67210282 3.26585692 9.07891746 4.36894990 1.31834577 0.09599191 0.83293051 10.09640300 10.34781025 10.10062213 7.84859290 9.00203243 5.45348466 7.05012944 7.35646077 6.62471359 11.85262875 8.76126931 9.15031164 10.90462950 11.36622876 9.04624630 10.01578996 9.67713399 11.36642347 9.37515719 9.88383599 9.66894932 9.16381595 2.97039354 7.85082067 10.97065870 7.95677225 2.51096192 7.38589087 11.12797917 8.84188792 11.35430317 7.84636105 10.41070552 11.40919441 6.91185094 1.68090942 0.09599191 7.84859290 7.64539761 10.24737287 10.70357201 8.29887364 10.93513720 5.26585692 11.02109963 9.09687246 7.74698518 10.56625339 2.21141721 3.41786601 9.02765585 NA 6.97857662 2.83289001 4.00282851 3.31833130 3.75890009 10.27418326 5.64025361 6.98264569 10.08572061 6.71500376 0.51096192 4.44170922 11.38729603 10.38095029 11.42348610 10.96681184 11.38806331 10.72437896 8.49823491 10.48920593 5.77212583 10.66958064 11.69801367 9.73497257 12.21043495 1.97041195 0.83293051 10.57301705 8.61163311 8.95495062 10.82640357 9.97908588 8.22693282 14.61296712 13.10027096 -0.48903808 11.08910774 7.50829157 13.60368680 10.36739651 2.31831684 2.41786601 -1.48883561 8.67587802 NA 10.37132471 8.68714399 9.63250452 9.51026631 11.90623729 9.22950381 9.22225926 3.46516476 2.21141721 10.80903349 -1.48883561 3.09594129 9.47458956 9.75592941 7.70079549 4.41785926 7.50249291 11.31368926 10.09593338 9.73678091 11.10716070 9.63205114 7.60108363 10.15076389 4.50101870 7.47097280 9.37438290 9.96629823 4.9969e-03 4.9969e-03 -9.0096e-02 -1.0646e-02 2.9915e-01 2.7033e-01 -2.6441e-02 -1.3438e-02 2.6654e-02 2.6654e-02 2.6654e-02 1.7419e-02 1.3492e-02 4.9969e-03 4.9969e-03 0.0000e+00 -9.0096e-02 -9.0096e-02 -9.0096e-02 -9.0096e-02 -9.0096e-02 -1.0646e-02 -1.2591e-05 -2.6441e-02 -1.0049e-02 -1.0049e-02 -1.0232e-02 -6.3668e-03 -2.6081e-01 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.261 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.288 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.270 0.270 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.261 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.288 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.270 0.270 0.000 0.000 0.000 0.000 0.000 0.000 10.189122 11.603563 11.162695 10.511323 9.611633 10.482874 5.650523 5.140329 6.937236 7.844126 13.234312 9.009421 9.626665 7.464819 8.384446 8.541638 10.782726 6.259163 10.379793 9.392085 7.859699 8.581843 9.828932 7.549890 7.162023 10.709416 13.139132 10.323950 10.435412 -1.488836 8.698323 7.890349 10.159778 10.198347 11.891567 8.848593 10.309038 8.499656 10.080827 8.435784 9.522897 10.016783 8.496813 6.739790 7.763637 8.987717 14.375641 10.071781 12.492181 6.482916 11.128897 11.675407 15.642456 12.170521 13.256540 11.144193 1.832890 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 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 1 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 4 0 0 0 0 0 0 0 0 0 9.710479e-07 3.468028e-07 NA 11.7078635 9.8962287 11.2141506 7.8375434 -1.2761357 9.8218333 2.2169515 NA 1.5877490 3.7681949 8.4836892 8.4207687 6.3162580 12.4542713 10.1667447 10.8575855 10.7709251 11.5823650 3.3087686 8.2473631 9.6056799 8.1204059 8.5802265 6.6003188 9.4886727 12.3255719 6.4380466 NA 9.2186567 9.7089314 2.6306850 4.8112655 9.2325864 8.8899642 -0.2761357 11.2020652 8.5165916 9.8690964 10.8820952 11.6796326 -1.2761357 9.3366697 4.2156553 11.3920213 10.7315292 8.3802260 NA 8.8231491 3.6306967 9.8639919 7.4483154 NA 10.0900687 2.3266812 8.9639246 7.6396808 1.3087686 6.6604395 9.0092033 8.0230091 NA 7.0045722 9.0955777 0.7237770 8.7139051 9.6714381 9.1278783 2.5311444 11.7810906 14.7678750 9.9302051 13.3993172 11.2702133 9.2610195 9.7223916 1.7238206 16.1667203 NA 8.6996491 10.4957033 4.3676576 7.5972451 7.5051605 6.5247015 2.2498700 11.8718010 7.5693536 7.1458659 0.3087104 1.5311693 9.0218636 2.0457225 8.0207172 7.9764667 10.2831782 3.7681949 6.7572246 13.6924229 8.1118185 8.9764665 9.0547180 7.7461690 10.9225224 8.2493221 11.6353804 8.5391844 12.0080469 NA 2.3087686 13.7436959 10.6859741 -1.2761357 12.0540178 7.0138195 9.0310020 5.1331936 9.9246997 7.2473627 10.3499664 8.0138201 4.8323280 9.0195702 9.9338637 NA 9.1246807 8.2917573 9.2035815 10.9900020 10.2663495 12.0711650 8.6953445 9.9111532 8.8949778 9.8336317 7.7192574 -1.2761357 8.2629597 9.9729146 9.1405987 9.7010810 10.2974483 10.0264400 6.5375818 14.4453543 9.0172728 13.8880403 8.9598154 9.8569434 9.4302972 3.5817851 5.5439814 10.4019611 10.5331673 10.1241469 6.3531574 11.6804005 11.4487413 10.3213882 8.8543716 10.8811481 0.3087104 9.7935797 4.0813567 4.0092038 1.0457225 NA 9.6404270 10.1934429 9.1924252 8.4686350 8.8050183 3.0457225 9.0400825 6.0725303 7.2342886 11.7551577 10.2434374 8.9870704 11.2656238 11.6205120 9.4987529 10.6216466 10.3092332 11.7966037 9.2590766 11.5633986 9.3302063 11.4463953 2.6306850 7.1667446 10.7979426 6.9406930 8.0344138 7.5338265 11.9470487 7.8556584 11.6396805 9.8211749 9.4225057 10.6743570 5.8006178 5.9526201 NA 7.0184216 6.9429695 9.9399407 9.5002342 8.1437613 10.7262646 3.3676506 10.6883658 8.9502132 7.9574207 9.4736706 -0.2761357 3.4786871 8.5957065 1.7238206 6.3604257 2.1832324 0.7237770 3.7681949 NA 11.3986554 4.6064422 6.2551835 9.5801332 6.0636518 NA 3.3676506 10.3935720 10.5852758 11.1829766 11.2817434 10.5435810 11.8773532 10.3283544 9.1458659 5.2196564 11.0832762 10.4648467 9.9645924 11.1220104 NA NA 9.7905631 8.7654602 9.8899642 10.6500971 8.9429695 8.9185580 13.4929675 12.4007499 4.6545387 11.2542075 7.4041955 12.7162970 9.4172882 NA NA -1.2761357 6.8270886 -0.2761357 11.7850035 8.1811821 8.8323255 9.7131956 11.1445509 7.2315956 9.5995889 1.0457225 NA 11.4809828 2.3087686 2.7237988 10.1193353 9.4251076 6.8937262 3.6779930 8.3712596 11.2779103 9.0912159 9.4440454 11.9126990 9.6845272 7.1995349 9.9981793 2.9913359 7.4311599 9.0535974 10.2803072 1.1551000 1.1551000 -0.0087146 -0.0171160 1.1705000 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 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA NA NA 3 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.49698e-06 6.242451e-07 -1.3688491 10.5721396 8.3992762 10.6775340 9.2160544 2.5379918 9.8538868 7.5281814 NA 1.6772151 4.3590151 8.4384467 8.7770241 6.0740365 12.3123304 10.5841972 10.2226144 11.0072147 11.5523751 4.0573550 8.8790195 9.5402350 8.8405454 9.0319713 5.5499556 9.3088116 14.6650984 6.5439814 -0.3688491 9.5618294 9.7059024 3.3859832 4.8980680 9.5068413 9.4679313 2.2160513 12.0378285 9.5198352 11.0236778 10.9608884 12.1276961 NA 9.2337908 9.6527661 10.2169934 11.1236963 8.9518926 4.6971789 8.0761069 4.7185534 9.7953704 8.0083026 NA 10.1128712 2.4040311 9.9677158 8.0552580 0.6310577 6.2235500 9.3607128 7.8931868 3.5379794 7.8813905 9.1663675 2.3315333 9.5114408 9.1712201 11.3861882 4.0573550 11.9429396 14.5599342 10.3729803 14.2152912 11.2129987 9.1545265 9.6374181 5.5259091 15.2135574 NA 8.3280596 10.6307397 4.8790195 7.9325880 7.9439752 8.3538997 1.2160513 11.5570173 8.2945789 7.5349736 3.3315333 3.5852871 8.9083794 1.4384526 9.8730751 8.0802409 10.1971460 6.8978781 6.6083716 12.8103013 8.1388866 9.1856807 9.4230688 7.6479002 11.1048764 8.5379825 11.0641557 8.4124517 11.3679167 -1.3688491 9.3219630 14.3917600 8.6520720 3.2749474 11.4151133 7.2235490 9.3367243 7.8766446 10.4508719 7.5106756 10.7162325 8.2982037 3.8010138 9.5251518 9.6624485 NA 8.8405454 8.2640874 9.1712201 10.7767058 10.5925417 12.5188238 9.5551622 10.1653948 9.2009476 10.0930829 8.7025679 3.7185589 2.8010138 10.1189320 8.6112314 9.6754861 10.3863969 9.6775340 3.1546480 14.3939930 8.2310046 11.3698176 8.4416636 9.6303875 8.9118626 4.6971789 6.0404826 11.4128615 10.9028468 9.6645150 7.1741237 11.8389376 11.1004794 10.4552552 8.4157270 11.1475307 3.4384526 9.0688025 6.3384512 3.1546480 NA NA 10.0786919 9.1741237 9.5477180 7.7808389 8.7425799 3.6310926 9.4975982 6.1546541 6.9025548 11.5840152 10.2165241 9.1673391 11.2888570 11.4708863 9.3742433 10.0594522 9.8961209 11.3026330 9.0833333 9.8022688 10.2451898 6.0573571 3.6754885 8.0126352 11.2574855 7.5090513 8.4124517 8.6144275 11.5150717 8.4687197 11.4750131 8.2982037 9.7389629 10.7594086 7.5794593 0.9530044 NA 8.4480758 7.1189317 9.7928537 9.8060177 8.8307643 10.7836938 3.3315333 10.5881359 9.0415433 8.6353125 9.8209166 1.2160513 5.4124530 8.8134862 -1.3688491 7.6672656 3.3315333 0.6310577 3.9530231 -1.3688491 11.3156215 3.8405438 6.2531440 10.8825093 6.9012000 3.0905317 3.7603700 10.4975982 10.3922277 11.2993122 11.4608147 10.5669937 10.1871189 8.7706434 9.1408471 6.1313364 10.8000775 11.3994831 9.8490497 10.7849606 NA 0.6310577 9.5106752 10.1976218 9.2776508 10.7451597 8.9222627 7.8526793 13.9290471 13.0284992 1.4384526 11.3974138 5.5782897 13.3874398 9.8706905 1.6311043 0.9530044 3.2749474 7.6310919 NA 10.1914248 8.7038946 9.0894987 9.1828003 11.5313928 7.9642473 9.4580138 2.2160513 -0.3688491 11.0841053 2.7185479 2.3315333 9.5669938 8.9541469 7.6282713 5.0404848 8.0169542 11.4273344 9.8405454 9.5492098 11.2993122 10.2254212 9.2216789 10.6778750 4.2761021 7.2458018 9.0935942 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 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.855239e-07 2.42762e-07 NA 9.65429948 9.10619937 10.29626914 7.05889333 6.08818825 9.38230065 7.77841952 NA NA 2.91100122 8.80139732 9.44520940 5.96726315 11.80595051 10.25003520 9.18457859 9.78862764 12.08080614 0.03646817 9.25811302 10.32808034 6.08818825 7.14853048 7.31574916 9.32731281 12.04892346 6.10261404 NA 10.38525403 10.15892255 3.15200490 3.40576097 8.62773669 9.60131043 1.77349003 9.90945721 9.84923807 5.73696469 10.50616772 10.45191559 -1.54835367 10.30487297 6.69949056 10.46941573 11.70496769 9.00231012 NA 7.93940349 2.69948500 9.86941587 7.88827506 2.91100122 10.98486387 1.91100122 9.22717356 7.82006980 -0.54835367 7.22635053 9.03087925 7.85030687 1.03653850 5.10977425 8.27652226 -0.54835367 10.17009631 9.11867482 9.43669385 7.90689060 11.07451888 12.98288391 11.28287060 14.62547469 10.35506870 9.12482827 10.39590938 0.03646817 15.93792706 3.09541812 8.54564101 11.21394540 4.15200490 8.06074186 8.13104358 7.30643177 2.38890588 11.29234131 8.20708511 2.03653850 NA 4.30954729 9.45085885 1.91100122 9.42812752 8.23619840 11.09045174 7.94741836 6.86095411 13.35063702 7.67073201 9.01666540 9.22222737 5.19303050 9.95870887 10.39883506 11.02592037 8.72768770 10.78023832 NA 5.53902539 15.57301595 11.35600985 NA 12.09958382 7.47115412 10.00327166 0.03646817 8.22635053 7.45718796 10.57018008 6.64138851 4.03652971 8.85883113 9.44803678 1.62147756 9.32500744 8.27014533 8.92729679 11.54893714 12.07063704 11.76559284 9.69056516 10.48808043 9.74446017 10.03087925 8.79047785 5.37042587 0.45154083 11.03370539 8.76671308 8.69830392 10.34220771 9.79752292 4.64138996 14.27910456 9.17095231 7.03652641 10.72156662 9.05611663 9.30409299 3.25891083 8.35243015 9.63891553 11.27870754 9.52034170 5.85244337 11.39639435 11.55779916 5.00615438 11.82592369 11.02189345 3.87783258 8.79897427 7.58855424 2.25891083 0.03646817 NA 9.58020222 11.15827523 9.65918783 7.77799300 10.69003081 8.63147248 11.16966806 11.45946666 5.28445491 11.81103843 9.34865248 8.51899771 11.85683781 10.76132392 9.40284814 10.48085057 9.96578428 12.10126866 9.32269860 10.02473716 9.14243437 9.61647037 3.03652092 8.64015237 11.62695696 9.86190343 0.77349003 6.51042081 10.81021461 8.97218199 11.37656139 9.50481045 10.30682124 11.27114376 7.84388086 0.03646817 0.03646817 9.40430454 6.80471056 10.76614665 10.28088975 8.83526755 10.72273454 7.01380614 10.49805645 9.22305275 8.24922488 10.60606509 2.84388337 3.80911600 9.83742578 4.68038062 8.70895109 1.91100122 2.77349003 5.75534428 3.40576097 10.40902820 6.96331574 6.39407850 10.93658509 6.03186052 NA 2.91100122 10.75191590 10.51327212 11.50887824 11.18097169 10.11867495 9.27333731 8.10261509 8.83628237 6.07639448 11.03229304 11.37730322 10.21809227 11.61913832 2.91100122 NA 10.24597927 8.56790741 9.13981378 10.69830401 9.44308527 7.32808067 13.38128412 14.87492554 -1.54835367 12.34505451 8.36413860 11.14896536 10.72419313 -1.54835367 0.77349003 0.03646817 7.53104843 0.77349003 9.29709258 7.56530547 8.89347021 8.39261108 12.03640848 7.10261509 8.82981500 4.51765364 0.03646817 11.05008120 3.73696199 2.69948500 9.43241704 10.00663170 7.32500766 9.06994888 8.39407807 11.53852890 9.54761968 8.63022817 11.75005557 10.14440549 7.31265065 11.00782992 4.78140693 6.28445306 8.75762502 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 female 2001 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 2 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 9.5807852 9.4139014 9.8593753 8.5282646 2.0643655 10.1092596 5.3407296 0.1899194 -1.1561769 5.4251169 8.4314855 9.1196513 8.5922014 11.8212284 10.1532775 10.7180281 11.4741435 11.4801106 4.4875828 9.2800121 9.8717237 8.7457671 8.4074535 6.6049372 9.0343439 11.5745036 6.7947616 -1.3951696 9.8475159 9.9308047 3.3053723 6.4124208 8.6520612 9.5290074 -0.3949798 10.8403532 8.0143280 7.4409879 10.6049372 11.3696015 -1.3951696 8.0353897 2.4122938 10.4799186 9.8652687 8.4235193 NA 8.5591335 1.4122938 10.1494187 8.0987927 NA 10.7002255 1.7748819 9.0111423 8.0664165 0.6049253 6.3464038 9.6328431 9.0735613 0.9268344 5.9799773 8.9602884 2.6049490 9.5699999 11.1969270 11.6305959 2.5118222 12.0130506 14.9543567 10.1609642 13.6336635 10.9862097 8.6884164 8.4675746 2.4122938 15.9710032 -0.3949798 8.4519945 10.4826048 5.0478786 8.2104166 8.2233226 3.6493280 2.5525984 11.6534241 8.2433911 -1.3951696 0.1899194 1.6049253 9.5922012 2.6049490 8.8107304 8.1973941 10.7807986 4.4378270 6.5356751 13.6759805 7.9536651 9.3944708 8.5356747 9.0100788 10.8843882 6.8095083 10.3652413 8.2613620 11.3377406 NA 2.1898878 12.8833133 9.6091577 NA 12.2115738 8.2738222 9.8198634 3.8903397 8.0100788 7.8313497 11.3981341 6.6493309 5.5822158 9.3522911 9.6817528 NA 8.1936520 7.7444888 9.6561461 10.6074006 11.2577822 12.1720377 10.0180361 9.9696191 9.1450652 10.3714661 9.4939011 1.1899194 2.6924049 9.7779897 9.3053769 10.5911952 10.3426071 9.7115001 5.8046086 13.3642012 6.0227895 13.1233445 9.8605560 10.1842531 8.7761139 4.1284996 6.8528653 11.4439441 11.1045340 9.6750582 7.1518314 11.2475057 10.5968133 8.4551242 11.8826605 10.5419431 0.1899194 8.9065248 4.5118285 2.0643655 0.6049253 1.6049253 9.8186490 10.1959920 9.1284991 8.0416487 9.1539806 4.4629161 8.4660242 5.3191844 4.7778668 11.4576617 10.9181037 9.2094904 11.6510381 11.5604055 8.8600248 9.9431164 10.1556840 11.5091955 8.3548065 11.0364348 10.5084425 10.0847175 2.4122938 8.4829882 11.2157314 12.7357780 1.4122938 9.9499876 11.8046095 9.2496947 10.9029998 6.8857086 10.4094716 10.6608974 5.4875796 1.1899194 3.6493280 8.0705036 7.4722156 10.4366403 9.9279920 9.2966806 10.0771203 7.7316415 10.5466047 8.8682065 7.3430293 10.1445808 0.9268344 5.2914378 8.6575053 4.4378270 5.2631471 2.7748608 2.0643655 3.3598304 -0.3949798 11.2036876 5.7546844 5.5474529 8.9151067 5.4688765 NA 3.7748608 10.6777397 10.1392401 11.3918194 11.3166042 11.5037275 11.3060270 9.2791295 9.9797484 7.0198342 10.7316416 10.9969862 10.1866085 10.5689170 -0.3949798 2.0643655 10.0301531 8.9745345 9.0248972 10.5423111 9.3862969 7.4155086 13.5220761 14.0115076 -1.3951696 10.2577822 7.3120543 12.1166898 9.8623251 NA -1.3951696 NA 8.1265377 -1.3951696 10.6593109 8.8705521 9.8451323 10.7351860 11.2740437 8.7848462 9.2662433 3.1899036 0.9268344 11.7064205 0.9268344 2.6049490 9.6217455 9.8415494 7.7029692 3.3598304 7.2738226 11.2290472 10.0997928 10.4203205 10.6359492 9.7729824 6.2342944 10.0364348 5.2917177 7.7495953 9.2048501 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 female 2002 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 3 2 3 4 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.525932e-06 3.468028e-07 0.3431235 10.9136106 10.1531583 10.5614838 10.2614886 -1.2419527 9.7432903 9.3215372 -0.2417821 2.1559759 5.5263443 7.8848641 10.2293269 7.8429681 12.0645064 11.0409586 9.0562223 10.9293366 12.7009492 5.9380693 8.9905808 10.1402434 7.1157116 7.5130469 7.5525753 8.9205512 12.3572765 7.6067827 -1.2419527 10.7929588 10.1079939 3.0800948 5.2973198 9.6560052 9.4766927 1.5654997 10.5378792 9.8073277 10.7397271 10.4970965 10.0296228 0.3431235 9.8168280 2.6650516 10.0682044 13.8034502 10.4283735 NA 8.2718874 2.9280860 9.8229025 7.9504527 1.3431235 10.4846036 2.2176030 9.0550761 7.3089069 -0.2417821 5.0800863 9.9602836 8.4758364 -0.2417821 4.6408002 9.5711392 4.3431235 9.2021393 9.8289516 12.4254932 4.6408002 12.4481469 15.4387528 11.0696243 13.8820791 11.1617045 8.6693269 10.6060002 1.7581752 16.0960169 NA 7.7693870 8.7239442 4.9869797 6.8561914 8.0619403 7.2459995 3.1621133 11.0205483 7.9308875 16.4651886 0.3431235 2.9280860 9.6755319 2.0800777 9.9467487 7.9280848 10.0823404 5.3431235 7.3165802 13.6796754 8.6947977 8.9541472 10.7390134 7.7210561 10.7823368 11.2624823 10.6242796 7.8771007 11.9705042 0.3431235 6.1844251 13.9044898 10.2216841 NA 10.1222944 8.2500127 9.9541472 0.3431235 10.3552813 7.4163711 12.0306438 8.3673387 3.7123537 9.2359180 8.3911551 0.7581326 7.5163832 8.1135109 10.0539287 10.2283103 9.7915828 11.4833173 10.3398312 10.8252580 9.8396433 10.1467153 9.1470273 -1.2419527 2.8456306 9.7167125 9.0857125 8.8588221 10.6635468 10.2992565 7.3617859 13.8169126 2.4585920 8.3318069 8.6453803 9.0642216 8.8107278 3.2817279 7.5395194 10.9618137 10.8188558 10.2634752 8.2992566 11.7201828 10.9636477 7.7382997 10.5008903 10.6881579 2.5655241 9.1863106 5.3431235 9.5329469 NA -1.2419527 9.4507754 9.5321231 9.7832993 7.8323014 10.4473060 6.6408031 9.6829723 6.9129779 7.7201594 12.5184639 8.7860657 9.2718874 11.3972744 11.6175005 8.8884087 9.9553765 9.8607917 11.0258243 9.5427947 9.7447129 9.2748447 10.4261583 9.1002345 7.3728694 10.8522375 8.4673296 3.6650516 6.8980693 10.8439642 9.2318656 11.6095185 8.6161408 10.0060873 11.5711393 8.6484241 0.7581326 NA 11.2968337 8.0179030 10.1168110 9.1277571 8.7581599 11.1704650 5.0619403 11.0670307 8.7957069 8.9700481 10.0476025 2.0800777 3.8025551 9.8302924 0.3431235 6.0342840 4.9280860 3.3383103 3.6161459 0.3431235 10.4848038 5.7239435 6.1504764 10.9648568 6.8097488 0.7581326 4.6888965 11.3975005 10.1781200 11.6236998 11.0217225 11.8566854 10.2170790 7.8134420 9.8376446 5.5547822 10.2699125 12.2156690 9.3617861 10.8871208 NA -1.2419527 9.7261066 9.5263441 8.6331413 11.1258476 9.7630825 7.3875168 13.8777494 13.3917227 7.4341169 10.7905500 6.3341535 11.2627306 10.0744413 1.3431235 NA -1.2419527 8.1024555 0.3431235 10.8428121 8.6161408 9.3956903 9.7588641 11.6599695 8.6067827 8.5533390 4.5910510 -0.2417821 10.5562265 2.5655241 2.2176030 9.9498359 10.6514614 7.8535566 6.4996275 7.4758364 11.3239759 9.3213561 9.6866782 10.7174373 9.9343579 8.5329469 11.9564514 4.8791764 8.0868347 8.6770230 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 female 2002 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 2 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 10.0538691 9.3882679 10.1788146 6.9463683 5.5678557 10.5559219 6.9244622 -0.2135709 1.0997665 6.4012072 8.3139741 10.1478928 9.5228991 11.7150156 10.5563350 9.7341341 10.8168194 12.5464894 6.6933880 8.8699766 10.1653339 8.1958879 7.6963903 7.0104990 9.2612172 12.6247823 7.4447085 NA 10.8243873 10.0356106 4.2127639 5.5678557 8.7522816 9.9657843 NA 10.4825953 9.4500553 7.9812539 10.7023765 9.7843823 NA 9.8465176 4.5678557 10.6355113 10.6721935 9.3984442 NA 7.8579599 2.5938557 10.1857751 7.9688914 NA 10.5657733 0.3715031 9.0556238 8.0201171 NA 5.1615370 9.3496935 9.0008164 3.1788102 6.1958889 8.7850875 1.3714473 9.7751819 11.4556037 7.7231353 3.9959548 11.6824321 11.5369948 10.4393421 13.6979360 10.1235616 8.4291448 9.6926362 -0.2135709 16.5938458 -1.2135709 8.2418245 9.3695799 5.3410856 7.4834643 8.2438780 5.9959503 3.8348224 11.3415656 9.3337001 6.6993864 -0.2135709 NA 10.1985377 2.5938557 8.7348644 8.0718994 10.5625189 6.3487388 7.0485915 13.8917919 7.0056661 9.2159040 8.5792876 8.8390652 11.0793019 8.7991216 10.1647921 8.4067169 11.8794194 NA 4.7172322 13.8721356 10.1745144 NA 12.1817635 9.0799687 10.0608753 3.3100638 9.1307932 7.5313308 11.7222148 6.2294399 3.5413785 8.4869368 9.0971098 NA 9.4167644 8.7580406 10.1218875 10.4786768 10.9349738 11.4338522 9.8525863 10.6775214 10.0385712 10.4786768 9.7204238 0.3715031 NA 10.1879101 9.2833509 8.3178788 10.3761483 9.8130207 7.9132018 13.7566031 9.9855561 12.1666876 10.4690529 8.3159275 9.5711320 3.3714613 7.5579867 11.3021970 10.6174084 9.9576739 5.5546809 11.1579907 11.0314556 8.4375490 9.7421471 10.9648508 1.1084241 9.2711287 3.0344270 1.5938318 NA NA 9.3817547 11.3558781 9.1319025 8.4375490 10.5429200 6.7580406 9.9164241 6.6752401 5.6132988 12.0086883 10.2748395 8.1263472 11.6018805 11.5397139 9.0338194 10.2252890 9.9557959 11.8830476 8.4938562 10.1696615 10.1506319 10.4540523 2.6933866 8.4817256 10.6209682 9.2786509 5.1615370 8.5385432 11.3632177 8.9539153 10.6050793 9.8865024 10.0724773 11.2497661 8.1766663 1.1084241 2.5938557 9.5186646 6.9664062 10.1330109 10.1990670 8.5890136 10.4021268 7.6257008 11.0026974 8.9750862 8.4085488 10.0491793 0.7865127 4.2783491 8.8199201 4.4012072 7.3256562 1.1084241 4.0718999 3.8739608 -0.2135709 10.4808551 5.7977238 6.1702015 10.5237868 5.8368911 1.1084241 5.5144190 11.0353143 10.4303533 11.8664819 11.4388940 12.1900419 10.7673508 8.7406935 8.5925150 6.7140380 10.0643657 11.3742747 9.8171643 10.5033166 -0.2135709 -1.2135709 9.8247303 8.6209683 8.5727669 10.2525737 10.0290758 7.5776599 12.9098103 14.3958202 6.9106187 10.5509541 7.2548765 12.2232087 10.3854801 -0.2135709 -1.2135709 NA 7.3100592 1.1084241 10.9090081 7.5612841 9.5662166 10.4172193 11.3651057 8.3733372 8.8084764 4.7172322 0.3715031 10.5894174 2.4869460 1.5938318 9.6888724 9.6721935 7.2169495 5.9054376 7.8525863 11.3178786 9.9626703 9.1958882 10.3961376 10.0353557 8.1218873 11.0435903 5.7774513 8.3938276 8.4782406 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 male 2002 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 2 2 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.387211e-06 1.734014e-07 0.14313216 9.94236231 8.43463532 10.28943727 8.42694065 -0.44183035 9.44228875 7.68935787 -0.44183035 1.64219325 4.25855661 8.35577966 9.68094615 6.90241371 12.15349225 10.41881726 8.97491557 10.53181557 11.81624253 4.20197097 9.63359741 9.94559702 8.20916967 9.56304084 6.88454786 9.32712954 12.58022587 5.96750987 -1.44183035 9.69830896 9.90739936 3.20197881 3.51231539 8.63225949 9.67186035 1.14306683 10.65516271 9.68546769 4.20197097 10.71735881 10.80010134 NA 10.06640811 7.67186018 11.01908597 10.86246952 9.08266002 NA 7.50648532 2.64558639 10.09582199 7.68740088 0.88001936 10.91358216 -0.06340917 9.11500748 7.65351509 0.88001936 4.74794052 8.82373312 7.93098328 -1.44183035 6.61881421 8.56374273 2.80605591 10.32960767 10.45482897 9.58533308 5.95043575 11.04657843 14.29354199 10.98543105 14.01251388 10.96777434 9.06987077 10.88903503 2.55812066 16.64941927 1.14306683 8.53825762 9.79113863 4.62420620 7.75779067 8.63626898 7.12797369 3.04418426 11.66369939 7.31634128 4.72804566 1.36546859 2.25854907 9.37430182 2.55812066 8.06591261 8.02572372 10.30589154 7.19111352 6.50063318 12.70038484 7.64292679 8.62016446 9.87722569 7.32298989 11.62058096 7.67446206 10.65845197 8.46801140 11.68546773 NA 4.01754783 14.74682293 9.11558186 NA 11.45236754 7.78211955 9.48218840 3.51231539 7.44076122 7.22700360 10.29578810 7.74051274 2.64558639 8.33783773 9.41920515 0.14313216 9.44305190 8.66271679 8.97280349 10.61102581 8.64823066 11.95508013 9.89406682 10.24374297 9.24374309 10.91704404 8.66031685 3.98437972 1.88005856 10.54360443 8.85158977 8.92334710 10.12274402 9.20916992 5.27236291 14.69680997 4.08168049 12.44914238 9.42230428 8.85503446 8.53109796 3.55812066 6.18747481 11.68901045 10.87355085 9.27665113 5.86189831 12.22485483 11.24199006 9.25508571 9.24549376 10.83220513 3.36546859 9.24747850 7.00106134 0.88001936 -1.44183035 -1.44183035 9.11749532 9.02266381 9.55811817 8.09921471 9.92687014 4.23054120 9.89518248 6.66664299 5.08168049 12.25171403 9.94182246 9.38307697 11.40615424 10.84842506 9.49191201 10.19156759 9.74856019 12.18667765 9.42462443 10.59360466 9.33208154 7.47995887 2.01756564 8.55670875 11.09485110 12.55229923 4.25855661 8.99786594 11.79143825 9.01241755 10.41181761 7.47698107 10.50538980 11.22921694 6.70277665 1.72805111 2.72805111 9.48737661 6.94182231 10.84496470 9.62151327 9.41765297 11.08241500 7.40360858 11.03231082 9.21096326 7.96113015 9.89015466 1.88005856 4.25855661 9.28773892 1.36546859 7.77728688 3.60251627 2.64558639 3.76757006 1.14306683 10.64756869 7.42230449 7.29282775 11.03534774 7.53657128 NA 4.53539981 9.97227492 10.25985787 11.25703986 11.13105522 10.76452207 10.81462172 8.78453048 8.41454360 5.52528589 10.96086382 11.29028564 10.25029771 11.07159905 -0.44183035 NA 10.24942555 9.64823066 8.88342379 10.37189935 9.11940624 6.18016975 14.21744518 14.93071122 2.01756564 11.90864304 8.87140937 12.49723821 9.92880555 -0.44183035 2.01756564 NA 6.64026663 NA 9.10114999 8.27579441 8.91457020 9.80782420 11.80069687 7.48885559 8.96033099 4.72804566 0.14313216 10.88314248 0.55807167 2.14306683 9.19564878 9.79712001 7.72302537 4.74794052 8.22345393 11.25942462 9.28773892 8.66140616 11.25942462 9.64889231 8.67705927 10.36748443 3.72804022 7.39416855 8.84928874 9.99274648 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 female 2002 NA NA NA kidney clear cell renal carcinoma NA NA black or african american hispanic or latino NA NA 1 NA 2 4 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 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 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.17913e-06 4.855239e-07 -1.66109073 10.04189306 9.35078076 10.05267075 8.79623563 0.33890927 9.52929663 7.68021815 -0.07612823 2.04813154 5.48860177 8.50627267 10.02797910 8.84168636 11.94340792 11.05781557 8.57247438 11.44705243 12.13174663 4.95356325 10.32505231 10.20458802 9.66134629 9.26069565 7.64035124 9.33815005 11.82470036 6.15903373 NA 10.18982283 9.80544095 4.66078033 6.28154433 8.93504450 9.71117567 0.66074611 11.86437549 9.57725943 7.44476313 10.18041904 12.43647537 -1.66109073 8.14781902 5.29305039 10.58054001 10.51689705 8.67424489 -0.07612823 7.93317957 2.98271071 10.44050212 8.25024677 3.14621531 10.78985451 2.54282759 8.86856825 7.98271071 NA 7.24273682 10.02666770 8.78386946 1.14619901 6.76511965 9.18904149 0.92379573 9.79931060 11.23896678 10.97909961 4.12021092 13.64484872 9.41232680 10.96044872 13.54151422 10.79109596 8.15082315 9.84565815 1.14619901 15.67236822 NA 8.25771783 10.30138930 5.55802267 7.29013960 7.99706598 6.27549320 2.15237815 11.74479390 9.31763669 2.24573903 1.50878358 1.50878358 9.83820237 3.19684307 8.24574521 7.97909989 9.93504450 5.67870576 7.31899464 12.91202848 7.53607156 9.16699130 9.56947571 7.75670709 10.83185698 7.70079827 10.68702954 7.92193731 11.72687199 -0.66109073 3.58677675 14.02179443 10.11775321 NA 11.97479948 8.05824343 10.02797910 6.83870096 7.77764656 7.79418190 11.49951402 7.40494398 4.96821059 9.17490497 9.02097133 -0.66109073 7.86828549 8.33603429 9.62483474 10.49556986 10.64548606 11.76537628 9.80033419 10.60241735 9.83820237 10.61497913 9.28511041 4.44738083 1.66079174 10.21383608 9.04362284 9.12194296 10.51876379 10.09624472 7.17490472 13.66791520 10.34202121 11.45795794 9.95632214 10.29849451 7.93131194 4.36122093 7.46555906 10.15903360 11.31362776 9.44868542 8.28429850 11.23887049 10.52342013 8.35983476 10.60915001 10.66809040 1.66079174 8.87513099 1.66079174 1.33885224 -0.07612823 -1.66109073 9.57725943 10.57456978 9.94016117 7.87412992 9.59183348 5.36122093 9.09791071 9.12757293 5.81458887 11.49034695 9.56044175 9.36537803 11.55484264 10.42863623 8.56266334 10.07059796 10.11528768 11.19391783 9.08200610 10.71389416 10.10903950 10.09248932 2.86241172 8.80442114 11.04750751 10.08078502 1.33885224 8.27941790 11.46733242 9.27106938 11.21786351 8.94248108 10.18081211 10.82443247 6.30463881 0.66074611 0.92379573 8.87023617 7.88960131 10.83095825 9.89631833 8.39549258 10.86584290 7.23670021 10.91170649 8.85553972 7.41031736 10.49904122 2.03927880 4.29305407 9.17963271 -0.07612823 6.44737918 4.38324809 4.24574664 3.69640563 2.42631844 10.73920046 7.15583827 6.01833373 9.92520667 6.28587749 0.92379573 4.93876567 10.76197060 10.54830801 11.74705175 11.40309220 11.72525611 11.01238458 7.92381712 10.07390296 6.16927564 10.13164504 11.28081930 9.87558764 11.80875085 -0.66109073 0.33890927 10.21537161 8.85258225 8.21690539 10.60505563 9.31827978 8.09374238 12.98956989 14.26422368 0.66074611 11.27162310 7.81412227 12.53860371 9.98361229 -0.07612823 1.66079174 NA 7.83670684 -0.07612823 10.84772403 9.03582210 9.49113959 9.90823558 12.07673578 9.09707796 9.05836331 4.56767321 0.66074611 10.74160029 -1.66109073 2.58678876 8.88285302 10.01437078 7.98631308 4.81458631 7.38324895 11.32220460 10.07863532 10.15543833 11.12736915 10.08116411 7.84466623 10.89512120 6.19615062 8.10703918 9.08032162 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 male 2002 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.144449e-06 4.855239e-07 NA 10.9735010 9.1794974 9.8168728 8.0436704 5.4536723 10.2326455 7.2925609 NA 1.5880370 5.5605866 8.8483898 10.0665280 8.4934732 12.1703180 10.6086674 10.5912905 10.8768838 12.0137245 4.2006927 9.5878473 10.4359081 8.9855445 8.5734116 7.5298155 8.9724012 11.0708508 6.8055543 NA 10.5381649 10.3140865 3.7200705 5.9522264 8.2853227 9.5763103 0.2938413 11.3647605 9.2399763 9.0636388 10.3752845 11.4498841 NA 9.0183148 6.7491279 9.8997435 10.3990547 10.2282291 NA 8.5262218 3.2480034 10.5722505 7.6946803 -1.7060410 10.3176177 1.9909186 8.7617121 8.2810648 NA 7.1764445 9.9163105 8.6258374 0.8787646 7.1641658 9.5322057 3.4230806 8.9131039 10.9615778 8.8242075 5.0217196 10.7095216 12.3410954 10.6904058 13.4656424 10.8574739 8.5056893 9.1687824 1.7532194 16.0505463 -0.1212354 8.6055492 9.7486144 5.4536723 7.1266911 8.0335816 6.5226192 2.5895238 11.4506741 9.3421040 10.2980214 1.2937825 1.9942539 9.8946432 2.9376645 8.2156417 8.3299748 10.3891980 5.6688396 6.9011312 13.7642375 7.8955716 9.1517820 9.3217069 7.8173630 10.2609264 8.1595343 10.9846720 8.4624732 11.4538300 -1.7060410 4.6157282 13.9921799 9.6839699 -0.7062764 12.1593410 8.9367551 9.6191065 5.4230840 7.3571957 8.0166083 11.1095845 6.9085103 3.2006927 8.9484370 8.9176824 NA 7.9890294 8.3422881 9.9098904 10.0297800 10.4023255 11.6077766 9.2333802 10.5538384 9.5722504 10.0407352 8.8418907 0.6156988 3.4230806 9.9894643 9.1924023 9.4524107 10.5178027 10.0127620 5.7856552 13.4954272 8.8731171 12.5245720 9.8693403 9.4416420 9.2044437 4.4836288 6.7976265 10.1310347 10.6342075 10.1447691 7.4587076 11.0895444 10.7187546 8.9537969 10.9342719 10.7682675 2.1011458 9.2722899 4.2710820 -0.7062764 -0.1212354 -1.7060410 9.4799152 11.2879776 9.2916862 7.9322372 8.8785476 4.8937117 8.5952970 6.5838199 6.0711556 11.9504493 9.7542569 8.7916529 11.2421683 11.5700709 8.9299635 10.2447213 9.9479894 11.5325043 9.1772080 10.6863868 9.1595343 11.3393901 1.4637271 7.7179670 10.9961901 7.7841905 1.7532194 8.7157712 11.1724268 8.3878786 11.1195549 9.1710852 9.9890293 11.1739585 7.1946682 0.2938413 NA 8.4384592 7.2066901 10.6562928 10.1733843 8.5069054 11.0212961 7.2595851 10.8520041 8.9213349 7.8035758 9.9728413 2.3812557 3.6861195 9.7496419 0.2938413 7.3706168 4.5032533 1.8787646 3.7200705 0.6156988 11.0131898 5.4536723 6.5884223 9.4062405 5.9503681 0.2938413 5.3598901 11.2008794 10.2689325 11.1893763 11.1109845 11.9055175 10.8387655 9.1741497 9.2267539 6.2154631 10.6439115 11.5705070 9.6882638 10.8390068 1.4637271 -1.7060410 10.0200192 8.7715591 8.9942408 10.4253365 10.3729524 8.1871026 13.9800827 14.1271606 2.6861195 10.8848558 7.2152253 13.4679075 10.1502266 -0.7062764 1.7532194 1.9942539 7.6066843 5.9011324 10.6392783 8.5044722 9.8353817 10.1733843 11.4934734 8.6731794 9.1281771 4.2710820 -1.7060410 10.6775053 2.6861195 3.6513502 9.9671101 9.4755744 7.9573592 4.5605866 7.9537972 11.4716877 9.5075128 9.5594161 10.9011313 9.9465116 7.5998630 10.7134979 5.0368857 7.5226200 8.5861226 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 male 2002 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 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 -1.43401296 10.93652075 8.89028647 9.62612625 7.34418315 5.78527328 10.32516174 6.00888349 NA -0.02796912 5.50861880 8.27000933 10.36660133 7.81403316 11.70405757 10.90177530 9.34089291 10.69216493 11.92571813 3.61049928 9.76024707 10.30039203 8.13406175 9.14636451 8.81745794 9.05193514 11.36153673 6.82820124 -1.43401296 10.10477983 10.73509124 2.81403765 5.28035135 8.47749763 9.49610378 1.56608449 10.22610170 9.35155832 7.71839040 10.67854530 10.51447303 -0.43381807 9.05595373 7.79010735 10.29530162 10.73696976 9.20182399 NA 8.20454180 3.15106323 9.91261948 8.12643862 0.15107947 10.53763144 -0.43381807 9.32880349 7.96271038 0.15107947 5.32099365 9.25872125 9.00281727 1.37345333 6.58291422 8.77921014 1.15107947 9.70757431 10.85439515 10.55727328 5.08966763 13.98075274 14.07442675 11.09846173 13.72507046 10.46432928 8.65091423 10.14306249 0.56608449 15.83356005 NA 8.71458245 9.92695284 4.58847479 8.24910018 8.02553770 7.86531385 2.52957111 11.77571150 8.40652179 -1.43401296 2.65356453 3.85150920 9.34418293 2.15107947 9.39185964 8.15856273 10.54624539 6.58291422 6.63219550 13.41980524 7.49388346 9.11203570 9.54195384 9.93951472 10.30751801 8.13975291 10.37627573 8.13025548 10.58951370 NA 3.85150920 14.79826420 9.63286782 2.26654670 11.58639134 8.70821276 10.07142120 4.86988621 7.86760184 7.59677268 10.63320405 7.14353424 4.20996017 8.74974107 9.87159757 -1.43401296 8.51447303 8.34418315 9.55479047 10.69956916 11.50237566 11.02894032 10.21895077 10.27217008 9.42641677 10.36619685 9.29889219 2.81403765 1.37345333 9.87955568 9.43029196 9.05604399 10.48720294 9.76822966 5.54338452 14.08469751 10.59918462 11.02091919 9.59124537 8.83990134 8.88916047 3.95842511 7.15856324 10.74570398 10.81403332 9.74103142 5.10526321 11.31492759 10.82761311 9.51301199 10.44951278 10.59159144 2.26654670 8.65994596 5.73603115 3.08966763 -1.43401296 -0.43381807 9.45864858 11.21041279 9.71902442 7.91483417 9.46730455 6.53764862 9.98079107 9.55408037 6.65356883 11.94236689 9.98764475 8.95627479 11.68569544 11.51410796 8.90484232 9.54266994 10.08819686 11.03854284 9.21446338 10.44530615 9.88497057 10.42408680 1.56608449 9.20000918 11.13025528 10.67928796 1.56608449 8.17277001 11.39602673 9.20000918 10.90706859 8.82349367 10.36579215 10.97071520 7.31093991 0.15107947 NA 9.20091675 7.14353424 10.89646251 9.39106461 8.84223027 11.29530168 7.87671830 10.64895674 8.79131334 7.89478079 10.15716059 2.26654670 5.10526321 9.08279066 1.73604197 8.40057678 3.32099004 6.10503268 4.58847479 2.02552497 10.70021124 6.34089335 6.64825547 10.35074066 5.65356739 0.56608449 5.16602044 10.79101194 10.59297506 11.31806824 11.18334365 11.65423149 10.57768250 8.40215638 9.83836817 5.99111137 11.12189324 10.90845830 10.43145247 11.05218661 -0.43381807 -0.43381807 9.76270792 8.51884708 8.91372717 10.52284494 9.82820060 7.39899587 12.40786671 14.06214816 2.73602032 11.71934116 8.36857368 12.49804366 10.45598995 NA -0.43381807 NA 7.56610581 0.56608449 10.78407262 8.00073412 10.03320190 9.83464786 11.94602563 8.62138817 8.91065682 4.88803207 0.15107947 11.68066153 3.65356453 0.88807105 9.39503559 9.74663658 8.26481038 5.30757424 7.72092414 11.00411791 9.69410015 10.01060307 10.64425666 9.89357427 8.03778084 11.22766125 5.20302100 7.21356406 8.98079107 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 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 1 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 -0.2239803 9.9116690 10.7639343 10.3420138 5.2353901 0.7759355 9.7111247 9.4602349 NA 1.3070204 4.4764011 8.2353915 8.9731764 7.6151632 10.4580765 7.8687170 6.3906694 8.3228543 12.5298032 4.2995231 8.3189915 10.9483872 7.5507468 10.4062268 6.6586028 9.2292303 6.7532395 1.3609261 NA 9.9483872 11.2896873 2.7759566 4.5308448 9.5207935 9.9370916 2.0978804 9.4359556 8.1422817 3.0978804 11.2703153 9.1068767 NA 8.3869846 2.5833265 9.6245827 9.3590425 7.3832904 NA 9.8766221 2.3609261 10.1455571 7.9558690 NA 11.6582015 NA 10.2486506 8.6370465 NA NA 8.0705804 7.2516935 -0.2239803 6.0047778 10.0967602 1.7759776 9.4815922 10.8210367 1.3609261 2.0978804 8.1364995 10.1001402 10.2199393 14.2310943 9.5800908 9.4034936 8.9358310 1.3609261 13.0804537 NA 7.6828507 8.5540370 5.0613615 8.8093826 7.9257069 4.6828486 2.5833265 12.7159062 7.9257574 NA NA 2.5833265 10.3980116 NA 8.4053164 9.0520841 9.4198159 4.5308448 6.2995213 13.7545808 6.0047778 9.4198159 4.2353901 6.9558684 9.7276962 7.4483848 10.8799031 7.9103861 13.0823063 -0.2239803 3.0978804 12.8407025 9.8936028 NA 12.0029739 9.9682525 10.5375110 3.4763946 8.1553379 7.6524765 10.6828503 4.5833145 2.0978804 10.1246879 8.3609221 2.9458886 9.6167376 9.8298855 11.0526657 11.2718147 10.7059578 11.9793261 9.3609221 10.6910922 10.4807280 10.7133336 9.1906028 6.9358310 NA 9.7745502 10.3448659 7.7815840 10.2627948 9.6933319 7.7703130 13.2212333 4.0238852 3.3609261 9.2955961 6.2837551 11.8571103 3.0978804 7.2353910 6.8739916 10.0613620 10.7660637 1.7759776 11.0011490 11.7826364 6.9657843 11.2374392 11.1537125 0.7759355 8.2435653 2.0978804 3.3609261 -0.2239803 NA 10.3980116 2.3609261 8.6888489 7.7983273 9.9649070 4.3609191 8.9975467 9.4850436 2.9458886 11.5719993 10.2486506 7.4125842 9.4589543 10.7482215 10.5134353 9.8673950 11.0882755 14.1235119 9.2617891 9.5573195 11.9799194 2.3609261 1.7759776 9.0774559 10.1280031 12.1195258 1.7759776 7.0918342 8.5375108 8.9483871 10.1682771 1.7759776 11.3362925 11.8815409 5.7759592 NA -0.2239803 8.9155110 4.5833145 9.8897018 10.3170563 8.3420138 8.5140520 3.8634231 11.6148721 10.3218895 7.9999617 9.6858527 0.7759355 5.4198153 9.3684168 NA 7.7066970 3.8634231 NA 5.8844831 0.7759355 10.8447380 1.7759776 8.8687170 7.7301563 9.4957421 0.7759355 4.1682810 11.0227004 10.7913748 11.5589579 11.0520842 12.0259620 9.6040962 8.4483852 5.7532408 4.7996572 9.0978878 8.7417440 9.4571982 7.9257069 4.0978889 NA 10.7899802 6.1158094 9.6768266 9.8024832 11.1324117 8.1596640 10.7885843 14.1418720 -0.2239803 9.4162047 10.2529691 9.4953486 9.3209242 NA NA NA 6.6463240 NA 10.4089549 6.3758718 8.5408313 11.1318613 9.8554446 8.0047783 8.4936361 10.9167895 0.7759355 11.3832901 2.3609261 3.3609261 11.0745951 9.3646744 7.2189032 5.9458839 10.1553381 11.8169343 9.6230171 8.7532395 11.0321684 8.7388556 5.4483856 10.6017136 2.3609261 6.8203539 8.4162047 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 female 2003 450 NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 2 2 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 0.6203987 10.7694910 9.3190836 10.0008402 8.5976589 0.6203987 10.2360087 7.6853915 0.6203987 1.9877574 6.5392426 8.6175586 10.4309507 9.3448928 11.8061837 10.5014930 9.3173466 11.1687193 12.4729085 5.9423081 9.5774811 10.0094726 8.8419662 8.4115419 7.6538024 9.0403393 12.0983902 7.4783603 NA 10.3491498 10.3216855 3.9423081 6.0633217 8.8730445 9.3482995 1.9423081 10.9535344 9.8114383 6.3068801 10.2506461 11.2072188 1.2053299 9.3852507 6.0466438 10.9652298 10.7990439 10.3320461 -0.3796951 8.5242608 1.9423081 10.0971252 8.1202249 0.6203987 10.3682783 2.9423081 8.6756614 8.2533743 2.2053299 6.2928038 9.4325563 8.7262877 2.2053299 7.1902346 8.8395474 1.9423081 9.5919227 11.4425515 9.2785905 3.4277402 10.5468826 14.8703073 10.4025583 14.2390513 11.0961125 8.8371249 10.0094726 -0.3796951 15.7086083 1.9423081 8.8895058 8.8941748 6.0126960 7.6316063 8.0715900 6.4017380 2.2053299 11.3769354 8.4631692 9.5272696 1.6203987 1.6203987 9.8953396 3.0798048 8.1162343 8.1826213 10.3320461 6.4783603 6.7078423 13.3532884 7.5392426 8.9332619 9.6905000 9.1595379 10.5329915 8.2387644 10.4705658 8.4277340 11.8343945 NA 4.9057793 15.0996541 8.6203789 NA 11.6172056 8.8273932 10.3635304 3.6203753 7.8587836 7.3068792 11.6496662 7.2350885 4.0798133 8.7852860 9.1978079 4.2053378 9.1730482 8.3885633 9.4516863 10.8830612 10.3095034 11.3317190 9.9702132 10.4074654 9.5242608 10.5983744 9.9441882 4.3208168 2.4277402 9.9877938 9.7573702 8.8710800 10.5030221 9.5658230 7.5091226 14.2763569 7.5332682 13.1428380 9.4907438 7.8443806 9.5919227 4.4277335 7.0633228 9.2369278 10.7282500 9.2240053 5.9241593 11.4278346 11.2601719 8.8848216 10.2341685 10.9241598 2.6203753 9.4017388 4.5745738 2.6203753 1.6203987 1.2053299 10.4269287 11.1458999 9.2910353 8.3173466 10.6986699 6.5511161 9.4922842 9.3016174 5.6427478 11.7634433 9.8503994 8.4469274 11.2216856 11.0596905 9.3132211 10.3992775 9.5716637 11.9326948 9.0040834 10.4861123 10.2615276 10.4752475 3.3208168 8.1826213 11.3694104 10.7563769 2.7903133 7.0389058 11.0792982 9.1595379 10.7031934 8.3482997 10.0767334 11.0591709 7.2857148 1.2053299 3.9423081 8.3885633 6.8200513 10.3138660 9.4953604 8.6756614 10.9423071 7.9468086 10.5613973 9.0445452 7.6647729 10.2396819 1.2053299 4.3208168 10.0244561 2.7903133 6.8298318 3.7078450 2.4277402 4.5272706 2.2053299 10.3593157 7.2053417 7.0466438 10.1706160 7.0246687 1.2053299 5.7496630 10.7210414 10.4532691 11.7085047 11.1375563 12.1318846 10.4595828 7.7025280 8.4968961 6.0618302 10.8930088 11.6941859 10.3835914 11.2741198 0.6203987 -0.3796951 9.8273934 8.9445595 9.4469276 10.2542825 9.8988285 7.5570171 12.9559090 14.6845323 -0.3796951 10.9167218 8.3879678 11.8040144 9.8479950 1.2053299 0.6203987 -0.3796951 7.7025280 1.2053299 11.3363582 7.6203789 10.0223252 10.4643001 11.2029915 8.7650374 8.7521073 6.0633217 2.6203753 11.1296592 1.6203987 2.7903133 9.4564294 9.5392422 7.1348955 5.8298318 8.0839032 10.9298554 9.7445004 9.6217872 11.0303003 9.8212776 7.7852857 10.7438538 4.7496630 7.1902346 8.9691073 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 female 2003 NA NA NA kidney clear cell renal carcinoma NA NA white NA 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.363676e-07 3.468028e-07 -1.1661789 10.7997116 10.8673503 10.1012992 7.1146981 2.0038541 10.4179503 10.4020450 0.8339021 1.9549407 5.9528694 8.4723631 9.8632145 8.3788918 12.2718094 10.2078799 8.5904838 10.9906425 12.7386560 6.8395515 9.9060599 10.4691919 8.0433806 8.7135106 9.2810106 9.1088877 13.6714183 4.9213887 -1.1661789 10.3880364 10.4188899 5.2262465 5.6919082 8.8423560 9.7347941 1.1558787 10.6408796 9.8465519 9.8632145 10.6750985 10.2057039 -1.1661789 11.3280329 8.6315889 10.1581079 10.9207270 10.3623814 NA 7.8479481 3.0818509 10.4678307 7.8618332 0.8339021 10.3013902 0.5952172 9.5256707 8.5618477 1.4188916 5.2262465 9.3633579 9.2316018 -0.1660170 6.7468166 9.8133525 3.7408197 9.3167352 10.4504762 8.5533160 6.2933594 10.0779878 12.2576998 10.0323724 13.4477743 10.8601049 8.9210983 10.2601921 -0.1660170 15.1389737 0.8339021 7.8783213 9.9741180 5.2768726 7.5888151 8.0286841 9.0384985 3.8818114 11.2675127 9.8243220 -1.1661789 -1.1661789 5.3257822 9.6120045 0.4188916 7.8946232 8.2305321 9.8673503 7.9760342 6.2176321 13.3902537 6.4338408 9.0818549 8.9760345 8.6509110 11.7279948 9.1434036 10.5783407 8.7735065 12.2328046 NA 7.0818551 15.1570877 10.8229669 1.1558787 11.2892545 8.6887958 10.4028334 3.9632059 8.2089669 7.6572949 11.3609155 7.0723320 3.5888166 7.4596365 9.0076045 3.9213887 7.5987992 8.6841143 9.7572548 10.6485098 10.2364065 11.1871762 9.8898875 10.7617053 9.7873962 10.4831835 9.2460738 5.6794182 2.2933705 10.6809846 9.6087145 8.6218299 10.2633341 9.7180979 4.8112090 14.3419387 4.1914758 13.4715145 9.6469068 7.8810515 10.2491410 3.6919138 8.0818546 8.8687263 10.6747052 10.7822945 4.8783232 11.2167080 11.4728157 7.6021116 9.9470182 10.6802013 4.5063544 9.4115356 1.4188916 7.1007138 NA NA 9.5694833 10.7801025 9.3277828 8.0818546 10.0148186 8.0627461 9.8919190 7.9398360 6.5092493 12.2970685 9.7019782 8.5116471 11.1779458 11.1109241 9.5237768 10.7062175 9.6250902 12.4457590 9.3247782 9.0711373 10.5356670 13.8364347 3.4188916 8.2326708 11.1867984 8.1887936 2.2933705 9.0392931 10.7415691 8.4723631 10.3889957 4.7408197 9.8694137 10.9817682 7.7104442 0.4188916 1.4188916 9.2348067 6.3653093 9.7683554 9.9625661 9.3730861 10.9070647 5.3417225 11.5421836 9.4217049 7.5618477 9.9509209 2.9213982 4.4777809 8.6070665 0.8339021 6.4188899 3.1558625 5.4921384 2.2933705 6.6668176 10.1637236 6.3015328 7.6120045 9.9567553 6.8479481 2.2933705 6.0038518 11.0259119 10.9213901 11.9053897 10.9693160 11.9303130 11.3202596 8.9593407 8.8847554 6.5038750 10.2230209 10.7928425 9.0372754 11.2528341 0.4188916 -1.1661789 9.9982058 7.3417216 8.5686368 10.9826168 9.9502713 8.7895773 13.0375047 13.3579792 4.7408197 10.8803692 8.6756646 11.7655882 10.1048066 4.6152868 1.4188916 NA 7.2133055 -0.1660170 11.0874853 7.1146981 8.9489711 10.8022341 12.2207329 7.8645947 8.5668749 5.1914797 3.0038541 10.6412823 4.0818509 1.1558787 10.4970407 9.5669426 6.9836743 6.8226116 8.1782231 11.3713884 9.6120045 9.2475552 11.0063548 9.2530658 7.8590670 10.9060599 4.3621893 8.0237521 7.9734787 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 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 0 0 0 1.421892e-06 4.508437e-07 -0.49268740 11.13080194 9.30503913 11.03461033 7.19387817 1.67730527 10.02897808 7.39517679 NA 2.42765980 2.41427086 8.04847434 7.40522317 5.31473277 13.02854867 9.74578238 7.34342825 9.55381953 11.78916286 1.82932190 9.24124029 9.80027449 8.11655658 8.57749870 5.39002102 9.51230038 15.16793074 5.76476546 -0.49268740 9.38772656 9.61263153 3.41427086 4.06196624 8.53942328 9.24124029 7.11470850 11.53890656 8.43367348 2.59483515 11.41802040 10.82704977 NA 12.01702899 11.67714610 10.40067924 10.66598738 7.81571695 4.06196624 8.97396393 5.03094075 9.79797256 7.14762215 0.09234277 10.48904844 -0.49268740 10.48754222 7.95239240 4.59484112 5.24884599 9.46011899 8.50031608 NA 6.55722626 10.12346704 6.88241685 9.69472979 9.16648172 7.11100418 2.89969769 10.44860500 11.72321399 10.22847685 13.54488173 10.63375950 9.24462500 9.16558916 -1.49248441 15.53695608 4.17980561 5.98311218 6.16558840 2.41427086 7.80887410 7.79509027 5.60540840 2.09234277 11.51352840 8.12438604 11.51755606 4.31473277 4.15123375 9.51720619 2.31472552 8.02504707 8.05812435 10.37697154 3.67730527 5.82026067 13.49005937 8.11470798 9.09140074 7.28545493 8.24884457 11.54608064 8.13308671 12.00035742 8.52418594 10.45208975 NA 7.81343939 12.70290368 9.81172902 4.26226777 9.39688173 6.93364227 9.08386196 6.43811483 8.60540988 8.33074482 10.18509731 7.44106843 4.26226777 9.07438314 9.25052914 2.31472552 8.65839431 8.06388363 9.91145476 11.21839928 9.17537614 12.61722790 8.86272878 10.33114290 9.41201235 10.96219104 7.73096935 0.09234277 0.09234277 10.41951856 8.94928425 10.40333153 9.75293035 9.54492465 1.67730527 14.66464565 1.50736335 10.43144788 8.40673478 10.55518327 9.82026067 5.15123375 6.47892167 12.66638174 10.96424541 9.42773061 6.18685707 11.92777219 10.96167693 10.56333786 6.91676802 11.39840184 2.96681804 11.00534925 2.89969769 2.20783040 0.09234277 NA 10.54835223 10.56266010 8.95446097 8.88133027 8.57296885 1.09234277 9.68043021 4.09234277 5.80199929 11.79234632 9.95549401 8.16558890 10.40219540 12.90190735 9.31070161 10.61361342 10.16826495 11.84889651 9.29609600 10.17049095 9.89324009 11.19715728 1.50736335 6.58419286 11.06699375 8.18814175 6.36535835 8.28525748 12.78872818 7.94200595 11.39992050 9.21559949 9.83268309 10.64180403 9.02799637 0.09234277 NA 6.57346693 7.31150856 9.63859158 9.47532447 7.40219519 10.96629686 3.59483515 10.91791914 9.33472044 8.32436149 9.66156292 -0.49268740 2.82930160 8.09983485 1.31475452 2.82930160 2.31472552 3.11973797 5.23529817 1.82932190 10.76240621 4.52974600 5.34026672 10.75171175 6.85411287 NA 2.31472552 10.94278748 10.50031598 11.68541998 10.67824167 10.53009221 11.54062858 10.57548413 8.92184094 6.39148763 10.36107713 9.74219506 9.70520867 10.37388383 -1.49248441 0.09234277 9.32196010 7.45282191 9.89593315 11.68214737 9.36535857 8.59616590 10.00123309 11.06292545 0.09234277 7.57615628 5.50342825 12.27742207 11.08999012 NA 0.09234277 NA 6.93783047 7.18685806 10.56572797 7.96475845 8.28216455 9.39535976 10.91809399 6.57884062 9.55578280 0.09234277 0.50741410 11.73394040 4.71683181 0.82928130 9.84667101 8.54903685 6.66724924 10.29813338 7.26560098 12.00085789 9.48608805 9.82252718 12.02332384 10.08386196 7.24546999 8.32755669 3.15124187 6.37156409 9.25640898 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 female 2003 NA NA NA kidney clear cell renal carcinoma NA NA white NA 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 3.468028e-08 0 NA 10.2656626 9.5459327 10.2208808 6.5050795 NA 9.7042758 4.4662747 -1.7666027 1.1308650 6.1405067 8.8611508 9.2780110 8.9444233 11.9566378 10.2126847 11.1643542 11.2601403 12.0634387 6.4184919 8.2793766 9.9470033 7.7314684 7.0822395 6.5555447 9.1405075 10.2388905 3.9615400 -1.7666027 10.0728206 9.9025019 3.5911648 6.1465066 8.6848279 9.5487664 2.1405169 9.5276631 7.9834862 5.8629745 10.1005094 9.8367796 NA 8.9859976 3.2336120 10.7984809 10.2535550 8.9253604 -0.7663573 7.3782749 0.2336427 9.4850993 8.7214567 -1.7666027 10.6824146 3.4186892 8.8123387 8.0409719 -0.1814766 7.8464852 9.3401797 9.1238811 -0.7663573 5.7882054 9.0577800 1.8185643 9.7684060 10.3696467 8.4827301 4.5373955 11.1484859 14.8701990 9.7259708 13.2819760 10.8713738 8.0900425 9.0892640 0.8186052 13.7627729 NA 8.5645336 10.7889250 5.1524796 6.7610938 7.8427953 4.3628977 1.6943453 11.6298202 6.4829193 NA 0.5555217 0.2336427 9.9122171 -0.7663573 7.9183654 8.0806742 11.0114886 5.6598818 6.8335302 13.3098479 8.1147309 9.5795765 7.6323606 7.8091559 10.7457993 6.4624352 11.0880957 8.5442296 12.3657149 NA 2.8185847 13.7451225 10.4060444 NA 12.0473980 8.2642840 9.8086833 2.0409625 7.7824387 7.8242040 10.8871337 8.8980641 4.1162566 9.4600291 9.1591713 -0.1814766 9.1039817 7.4910049 10.0125153 10.5947382 11.0168198 11.7135714 10.2392415 9.8058433 9.4141476 10.6459221 8.5477016 0.2336427 3.4815444 10.1852658 9.6227104 9.7426050 10.6856007 9.4594267 6.4430695 13.9847163 8.7113751 14.6529187 9.0585757 9.3369046 8.7194463 2.9340635 7.0601652 10.0046937 11.4366589 10.2215914 4.8629720 12.3764770 10.5496155 8.6744861 9.0449916 10.4576185 0.5555217 10.0509084 2.8185847 2.4035404 -0.7663573 -0.7663573 8.4744081 11.5784676 9.1863582 9.3622557 9.5010474 6.0345173 9.2691033 5.6930492 6.1164438 10.9185846 11.0020079 9.3003789 11.6030779 10.1412587 8.5128329 10.5698444 10.0312784 11.5723532 9.0157961 10.1746645 9.8251393 11.3499608 3.1878152 8.0409719 11.3974238 9.6853585 -0.1814766 8.6963135 11.9969330 9.4886453 11.8624041 3.1405006 10.4259097 10.8122254 6.7374421 NA 0.2336427 7.6827657 7.5845559 10.3117676 8.7483311 9.2691033 10.4657379 7.5734669 10.8466328 8.5453653 7.5328250 10.1691502 1.8185643 5.1761313 8.3551502 5.5645336 5.8989532 5.4035404 0.5555217 3.5555462 -1.7666027 11.2330885 6.6640689 5.5282369 8.6699951 5.3549422 -0.1814766 4.7571780 10.9941289 10.5670518 11.5848322 11.8476365 11.6280795 11.8267745 11.6128598 9.5256107 6.5530625 10.1775968 10.4699301 10.4206596 11.7327153 -0.7663573 -0.7663573 9.5004033 8.2559845 7.8223312 10.7795732 9.0457941 9.3447526 12.9791862 14.1224790 1.8185643 10.7853251 7.4429236 12.6717589 9.6651145 -0.7663573 NA 1.6930520 7.5532891 -0.7663573 12.3184468 8.7996708 9.4283738 10.8204566 11.4858388 8.4357407 8.6067757 3.2336120 -0.1814766 11.3341149 0.8186052 0.2336427 9.6135366 9.8316694 6.8846687 4.0409713 7.8792751 11.3512599 10.4104133 10.1617650 10.9905901 10.2361576 7.4744085 9.2329123 5.8503869 8.3250522 8.8837711 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 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 1 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 6 0 0 0 0 1.352531e-06 3.814831e-07 -0.2520541 10.8277462 9.7137123 9.7108240 6.3328905 -0.2520541 10.4470667 5.3710047 -0.2520541 3.0109588 5.9767463 7.9815479 11.1337904 10.2724698 11.6113400 10.9734368 9.9916971 10.9896133 12.8363850 6.3626382 9.9761455 10.3450495 8.1825562 7.4587347 7.1541325 8.9426849 9.6267454 7.6336245 NA 10.6922741 10.3962856 1.5552763 5.8353910 8.5536719 9.5704988 1.5552763 9.9303224 9.5210672 2.9958644 10.2134944 9.8887579 -1.2522259 9.1305520 3.9178518 10.8858797 10.3699798 9.8571058 -0.2520541 8.4203535 2.7479244 10.1186154 7.9791491 -1.2522259 10.6655239 0.7479459 8.5965509 8.0877779 0.3328511 5.9670971 9.1445328 8.4994720 -0.2520541 6.5488281 9.0482806 4.0698568 9.2636279 11.9055908 9.8180489 6.3328905 10.3408335 13.0450593 10.7006693 14.0561960 10.4322384 8.6948342 11.3070661 1.9178518 16.1482071 0.3328511 8.7895871 9.3571068 6.0053169 7.6213721 8.6090151 5.6059091 2.7361502 11.2312400 8.5251833 0.7479459 NA 6.2155330 10.3135062 2.7479244 7.3663135 8.2577032 10.3403851 5.9377516 7.0562670 13.6873695 7.1229677 8.7064808 8.5078160 8.1867199 9.8329291 7.6366710 10.1981083 8.2256861 11.3156465 -1.2522259 4.6786635 14.5927809 8.8059199 NA 11.8490830 9.3015572 10.6082391 3.2073619 7.4893952 7.8167066 11.0548441 7.0922244 2.6548250 8.7882178 9.1076777 1.5552763 8.2297273 9.0999716 9.7316342 10.6808809 10.0955495 11.3612939 10.0070828 10.7248501 10.0182234 10.4548557 9.8793605 1.3329084 1.9178518 10.0344858 9.3836462 9.0863414 10.4056931 9.6128880 7.7165945 13.9243350 6.4758485 13.3423110 10.3640173 8.3158841 10.0082596 2.2073619 7.4552869 9.9573814 10.6503031 9.7158747 4.8353885 11.4747295 11.0047264 9.6510567 9.3158841 10.8173778 0.3328511 9.2230839 2.7479244 2.7479244 1.7479459 -1.2522259 9.1434623 11.6142411 9.0721085 8.6904426 10.9820029 7.8746322 10.0182234 6.4061404 5.5681081 12.3896411 10.0011847 8.2986748 11.4258679 11.2736935 9.6364278 10.3053917 9.7187529 12.1929429 8.9561624 10.4168130 9.9290802 10.5152849 2.6548250 7.9958553 11.1391716 11.1872733 3.7479244 8.3285071 10.8791420 9.0619446 10.5681070 9.3130302 10.4685998 11.2104303 7.7479278 0.3328511 4.3025165 8.4168131 6.5161129 10.3366427 9.3980823 9.1262228 11.0599601 10.7943700 10.9844625 9.2236615 7.8274126 10.0286988 2.7479244 4.7702952 9.9008466 8.1908716 7.0005939 3.3328941 7.0420894 4.0333261 -0.2520541 10.1525375 7.8772111 7.0743577 9.4406655 6.0330529 -1.2522259 5.3626382 10.8610190 10.2581977 11.7332363 11.0056105 12.5987009 10.7765248 7.9278372 7.9377528 5.7601624 10.6294244 11.8629717 10.0135431 11.2552272 -1.2522259 -1.2522259 9.7223425 8.6563208 9.1551957 9.9672902 10.3566449 7.1908716 13.8245767 15.3200213 2.8353986 11.2945814 8.8728506 11.7351920 9.8106487 -1.2522259 0.7479459 -1.2522259 6.9958553 NA 11.2428011 7.5520588 9.8267460 10.9842413 12.2878138 8.2537397 8.4958023 6.8720493 1.7479459 10.8377095 1.3329084 3.1402388 9.9500519 9.6734824 7.0922244 4.7702952 7.9027459 11.0754807 9.8314073 9.4141520 10.5378692 9.7137123 7.6875073 10.9610322 5.0542624 7.8140171 8.4203535 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 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 3.468028e-08 0 0.82790030 11.08339728 9.40834354 9.74795160 8.12067853 -0.49410907 10.09842548 9.11086459 NA 2.27151532 6.27415355 8.27249729 10.18368810 9.93851031 12.01660903 11.11560897 7.73958824 11.60564503 12.25248281 5.68587849 9.32853940 10.45177808 8.52972297 8.74317833 9.78491730 8.88426334 12.77334041 7.75626675 -1.49410907 10.48860558 10.28691833 4.71542118 5.71571494 9.69084378 10.04803301 1.82790030 10.78818813 9.45870968 3.63525522 10.59872566 10.18852419 1.09092116 10.35106643 4.82789522 10.42110093 10.93170891 11.22235925 0.09098889 8.47319473 3.14982840 10.44113350 8.28568796 0.09098889 10.47346498 0.73863815 8.48324826 8.20467335 0.09098889 7.37941216 9.90791455 9.44481302 0.09098889 6.55036202 8.91429812 2.96539644 9.63138189 10.15477546 9.25918514 6.65571532 13.42044611 11.98094187 10.76659400 14.03634433 10.58978015 8.50314795 10.98018143 2.59342549 14.94824786 -0.49410907 7.99179789 8.26252477 5.62491094 7.36394987 8.91004574 8.47030949 4.20168090 11.60136550 8.04816860 14.94534488 1.50599252 2.67588366 10.10588128 3.41286280 8.67087538 7.95923925 10.25918526 6.41885783 6.79137130 13.84303282 8.93013471 9.64360009 9.30363008 7.76335646 10.08421378 10.13076398 10.25122261 7.72028736 11.78078338 NA 6.46016426 14.11624302 9.03734982 3.26085369 10.48967469 8.29387118 10.72604441 5.26085745 9.09374608 7.94059668 11.41229541 7.29387072 5.14982433 9.19858402 9.33331124 -1.49410907 8.19771209 8.49607241 9.55445532 10.80632108 8.96642441 11.17727514 10.41586153 10.71084526 10.04318686 10.30646402 9.57248821 2.09092116 4.46016589 10.14259315 8.39471177 9.22132127 10.66741531 9.83352106 8.83912378 13.76773286 5.01376149 7.17485380 10.44848297 9.92118206 9.36394944 3.67589495 7.26419204 11.07866867 11.20184922 9.83576479 7.81658115 11.53472065 10.79165969 8.67839591 9.04221559 10.75774676 3.67589495 8.70300066 7.69579273 5.97357454 -0.49410907 -0.49410907 9.69393904 9.80860740 9.49961452 8.22364506 10.58770158 9.81828418 8.87010328 7.12435399 6.45147160 11.88494063 9.88588836 8.59475679 11.26064725 10.93511362 9.46097902 10.38516881 9.61710413 11.30180522 9.03637475 9.63782540 9.33806735 5.01376149 6.77275532 8.43670571 10.74765375 9.21562109 9.48753579 7.75429962 11.01549611 9.43448687 11.18280711 6.13532554 10.26335853 11.06486743 8.18192546 1.67590624 1.67590624 9.42334055 7.25416128 9.86242039 9.22278790 8.32135180 10.90711465 5.47175324 10.69951233 8.78092881 7.95098332 10.28075558 4.65571818 3.96539644 9.58211601 -1.49410907 5.22021385 2.31333293 2.75390400 4.36394900 2.67588366 10.76953109 6.53939149 7.33251729 10.48658296 7.78497569 1.09092116 6.08339635 10.90791462 10.46270767 11.54625817 11.49624977 12.55138686 9.66647026 9.63267301 9.27895931 5.50776927 10.61938513 11.76659404 9.43448687 10.93694367 3.41286280 -1.49410907 9.77158356 10.50526384 9.22962950 11.33152357 9.02855009 6.66584042 13.33082780 13.66729722 8.84247512 10.98372671 7.89577217 10.07534945 9.95356834 NA -0.49410907 NA 7.55036279 -0.49410907 11.20926863 8.26085604 9.62426067 10.02166835 12.41745408 8.99481276 8.83565285 5.01376149 1.96539644 10.70257063 1.31330391 4.36394900 9.60728759 9.75152113 7.55309243 10.51404689 8.02756878 10.83548453 10.54762768 9.99581646 10.52242862 10.67373157 7.98776766 12.20803291 5.06254917 8.88751156 8.46161818 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 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 6.242451e-07 4.855239e-07 0.8443857 9.1424249 7.6158518 10.8877316 9.2611601 NA 8.6289974 10.3432067 -1.1555340 2.4014120 2.5448068 8.3078870 8.6772524 3.7023473 13.0808252 9.7639707 8.5482659 9.9404187 9.9338129 0.4293214 9.2611601 9.4627481 8.4609113 9.1538388 8.6387784 9.4046954 13.4665859 4.8216439 NA 8.1953018 9.3620319 2.4293214 3.7512495 13.5046370 8.8513899 1.4293214 11.7497495 9.7369053 7.0341871 10.8955714 11.6685257 NA 9.9245138 8.2194019 9.8832814 11.6117193 9.0958448 -1.1555340 8.8639533 4.0142839 9.7007880 8.2323797 2.0142839 10.4335455 0.4293214 9.6389001 7.9528868 -1.1555340 3.4882193 8.7315831 7.5891965 NA 7.1343811 8.6468787 4.1297611 9.9469944 8.7941890 10.8517402 6.6517176 12.0224390 10.3165456 10.4900209 13.6221828 12.0125645 9.3873942 9.6338961 2.0142839 13.9485107 -0.1556947 9.1763991 12.8305600 4.5167905 8.1297647 8.1412785 10.0556424 2.6320122 11.3627697 6.3877813 13.9286726 NA 3.5992464 8.8000123 3.0142839 9.8534912 7.6613463 10.6440489 7.6025860 5.8330469 12.7302495 8.3119681 9.1029284 10.0779821 5.8443631 12.2039954 8.6613459 11.6723006 8.9607063 11.3608012 NA 5.9104521 15.3733810 10.0489336 3.2366763 10.5942319 6.5517221 9.2473745 8.4627481 9.8942110 8.0946610 9.7270056 7.9023540 4.5992523 8.8901223 10.1111490 1.4293214 7.8777853 8.4123188 8.3037940 10.4419495 9.8394230 12.4448864 9.8457707 9.2516303 8.2831541 10.7934596 7.7916487 2.7512495 1.4293214 10.5400257 8.7750999 9.9385193 9.4489156 9.1964059 3.2366763 14.2026703 8.4008683 9.9896578 7.6772524 9.2237409 9.8180598 3.9318249 4.6517176 12.5961157 10.9736455 8.1886586 7.0242720 11.7233042 10.8262865 9.4882187 10.0142875 11.0686657 5.3200947 9.2349937 -0.1556947 3.3679301 NA NA 10.1487137 6.5238426 10.1314977 8.0970282 7.8450666 4.3037954 9.4255629 7.0092699 6.8611713 11.5308630 9.7624804 10.0042338 10.7974676 11.3422143 8.8072586 10.2732460 9.8989668 11.5963249 9.5611820 10.0701725 10.1411295 7.5858294 2.5448068 8.4918210 11.8986276 7.3404572 5.4442761 7.8049144 12.3598159 8.1864372 11.2714134 8.5671701 9.9749331 10.3551266 6.2789902 2.5448068 -1.1555340 8.6224395 6.3757432 10.1936438 9.5603244 9.0501558 11.8808795 2.5448068 10.2214103 9.4864141 7.5343605 8.9131407 2.8443656 4.7750980 9.3590766 NA 8.9851922 4.3989523 4.1297611 4.9736434 3.4882193 11.0196001 5.3362155 7.0142872 11.1466758 5.7958812 -0.1556947 3.5992464 9.4075588 10.3941471 10.0372717 10.7154976 9.8072585 9.7239457 9.5229626 8.4066047 5.6261149 11.9102834 11.0577705 10.4377536 9.9171650 NA NA 9.6249022 9.0695698 9.3140042 11.0102116 8.6709111 8.3912569 12.6527234 12.8885004 NA 11.5081429 7.6144978 12.4953020 9.8130292 -1.1555340 0.8443857 NA 7.2063062 6.5308636 10.9188451 8.7069998 8.6740853 8.2914456 12.1961299 6.2955743 9.7771235 2.1662977 NA 11.5378494 3.5448068 0.8443857 9.6166771 9.4037396 7.6581436 7.7927298 7.8639533 11.2661643 9.2505675 9.0155394 11.6631444 9.7587476 8.5705806 9.8159060 2.7279858 4.9318249 9.4507677 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 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 6 1 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 10.43168950 8.61831612 10.46202000 8.62122478 6.16542158 9.88110769 9.26135428 -1.33424342 -0.06537028 4.77410178 8.05789211 10.93031053 8.01651415 12.09837761 11.29720655 8.93470137 10.89409282 11.77638426 3.12500631 10.57396740 10.39562024 8.30038597 9.02092578 8.12909906 9.15341472 11.22877102 5.90398063 -0.33442531 10.08606137 9.99817082 3.66557469 4.71018928 8.78969600 9.55279530 0.25059782 10.79421358 8.96134377 2.47292961 10.58778745 10.35382500 NA 9.59038719 3.66557469 10.51966397 11.01679004 10.96220420 NA 8.02312669 1.25053719 10.30943088 7.68516577 NA 10.73761021 -1.33424342 8.81785953 8.13724990 0.25059782 5.67680335 9.92001291 8.65992813 -0.33442531 6.92767013 8.19109574 4.18913664 9.81277961 10.16591872 9.30491551 7.46647459 10.96591297 16.13526425 11.95804018 13.96771383 11.13648775 8.45999055 10.99593148 2.12502284 15.41346613 -0.33442531 9.08131646 9.62774781 5.40704337 7.49212318 8.03408143 7.55127145 3.36601441 11.34703277 8.22734013 1.83551990 1.83551990 4.05789211 9.28487776 3.05790077 8.73703705 7.91112769 10.14737412 7.96478271 6.97845764 12.46879775 7.83800251 8.70996881 9.31572902 8.14737437 9.88940753 7.52044346 10.86739234 7.99873032 11.22016360 NA 3.12500631 15.12652635 9.39179285 0.66557469 11.56266386 8.32021072 10.14029463 3.91350220 8.35382522 8.21246915 11.19646873 6.52976161 3.83549969 8.98637538 9.40282214 NA 8.72221257 9.22399540 9.35295048 10.55697873 9.98750278 11.72453888 10.20085006 10.56530928 9.41962716 10.48934002 9.06564285 1.83551990 2.25053719 10.11575494 8.89559528 9.08877473 10.62448989 10.01042544 3.30943815 13.95350351 6.33091150 11.07602611 10.01761811 9.22399540 8.39859022 3.91350220 5.91350220 10.54936354 11.03952741 9.63783663 6.04928007 11.63459785 10.79324670 8.01208870 10.92030811 10.86769859 3.87503297 8.81159594 6.28028453 1.83551990 0.25059782 NA 9.76492250 9.45429312 10.28487764 7.85539925 10.36627019 7.78969600 9.34505479 6.18913664 6.11678684 12.05842880 9.74639222 9.07496562 11.39306981 10.63604017 9.02824176 10.14232089 9.82355322 11.18324414 9.24865746 10.43871400 9.41628178 9.47614632 1.47295560 9.04278522 11.65159453 10.08108420 4.77410178 8.23670164 11.42442257 9.09602724 11.25756451 8.59926534 10.51263213 10.92796325 6.78451576 0.25059782 -0.33442531 9.29310857 7.09602777 10.83110991 9.50949574 8.29675197 11.25803178 8.63568076 10.34629909 8.95213260 7.77671069 10.16342653 4.18913664 4.73166659 10.28074456 -1.33424342 8.22399540 6.40028516 2.75304823 4.75303753 1.25053719 10.54630617 7.79227949 7.61394192 11.34478651 5.92729442 0.25059782 5.82544730 10.68516550 10.50792513 11.39413307 11.09236365 11.25475771 10.70552189 8.13521676 8.84411507 5.32720950 11.48794642 12.83024601 9.98581120 11.57565529 -1.33424342 0.66557469 10.03189690 8.50320282 8.82922452 10.82922444 9.30129292 6.63711897 12.74230685 14.48662620 6.06645520 12.06685428 7.88185975 11.86248417 10.15842931 0.25059782 0.66557469 NA 7.09183944 NA 10.07392571 8.48575365 9.74372550 9.25241448 12.13330764 8.69762059 8.78763913 4.89439580 -1.33424342 10.87533268 -1.33424342 2.98750278 9.32913279 9.82544603 8.63568076 5.20473546 8.00987060 11.17806829 9.65354930 9.79356901 11.34549462 9.79135632 8.78581273 11.24371150 4.92541083 7.53285382 8.64571427 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA NA NA 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.548845e-07 6.936056e-08 -1.2754370 10.4763593 8.5963023 10.6142811 7.7159188 NA 10.0236049 10.3154189 -0.2756117 2.3201380 4.2789883 7.8893038 10.7756058 7.5155595 12.9221511 11.1140283 8.0190174 10.0406785 12.1369668 3.0463164 10.3870653 10.5706708 8.6297839 9.5453736 10.6043630 9.0213132 13.6106174 5.6070403 NA 10.1761231 10.1621490 4.6312848 6.0284520 9.0086426 9.5333611 1.3093508 12.0561536 10.3331137 5.2321926 10.9941080 11.7578199 -0.2756117 11.0929034 7.9483988 10.1043167 11.9900120 11.5604473 -0.2756117 8.2961495 4.5823754 10.8065460 7.5761457 -0.2756117 10.2430943 NA 8.8754133 7.5792654 -0.2756117 4.1838279 10.2659776 9.2674288 NA 6.9864917 9.2856850 3.9338464 9.6402762 9.3008813 10.4962990 7.2751440 9.6689626 13.7907384 11.6443775 13.3425530 11.7199874 8.5698871 11.4669169 2.0463164 15.1227231 -0.2756117 9.2132413 8.7564426 5.2001316 7.5572868 7.6432602 10.5147454 2.2379002 11.0511073 8.1263643 7.9604109 1.5317682 3.9723250 9.6973766 3.2479579 8.9166898 7.9981927 9.7823886 8.6800469 7.4283007 13.0792661 7.7102389 8.6945028 10.4784493 7.1124145 10.0554762 9.7073905 10.9541170 8.1252766 11.4838690 NA 5.8639484 15.5693968 8.6785931 -1.2754370 9.7578200 8.1920023 10.3937250 3.4248415 7.2789855 8.2789855 10.7670823 7.1295386 5.6070403 8.4742665 9.3906208 0.7243883 8.2885464 9.4867789 9.8961992 9.0497024 10.0581114 11.3962431 10.1527571 11.2229969 9.8005445 10.7941823 8.7364906 6.5698875 1.3093508 9.6573499 8.6432602 8.4660324 10.2391110 10.1950558 6.1756084 13.8129367 4.7243993 10.7345753 9.2302085 8.4876093 9.8012125 5.0994383 6.2635565 9.8032149 10.8220999 9.9917688 6.9675710 11.4709092 11.0071958 9.7370215 11.2447701 10.6694749 5.1506612 9.2553981 4.9338511 1.8943327 0.3094090 NA 10.1678585 7.1960719 10.3678022 7.6402760 10.7428927 6.8639484 8.6742237 8.8575391 6.7742455 12.2579700 8.8639484 9.0929033 11.0967179 11.3149840 9.5216450 10.2722555 9.5986099 11.6121887 9.8523912 8.1548495 9.3446168 8.1081010 2.7243883 8.9723245 11.7192807 7.3278751 2.9723250 6.7939271 11.3855070 8.6055110 10.9952762 1.8943327 10.2102262 11.3684785 8.2809030 0.7243883 0.3094090 9.8517464 7.3427823 10.4104596 9.5596578 7.9216137 11.8514240 5.8943230 10.8869487 9.1517097 7.4489109 10.1889426 3.8943230 3.9338464 10.2533393 NA 10.8568966 3.0463164 4.6312848 3.7687877 5.4658635 10.4946478 8.5008299 8.2282227 11.5261942 6.5057560 2.6312906 5.8943230 11.0866147 10.8178145 11.1255431 11.0080641 11.3312647 9.9265208 7.9067914 8.2751435 5.5445750 11.4688103 12.9909639 9.6199721 10.9086524 NA NA 10.2302084 8.3224496 8.8368365 10.9323599 9.8754135 7.5155595 13.7576909 14.0459023 4.3968240 11.8488414 8.4338425 11.0747836 10.9520129 -1.2754370 1.5317682 NA 7.2674291 -1.2754370 10.0874749 8.2321916 9.6312875 9.4784493 13.2292780 8.7796793 8.7500487 4.7904853 -0.2756117 10.7790013 3.0463164 2.8118615 10.0350096 9.7265087 7.7715212 6.6432602 8.3298766 11.3173211 9.7425971 9.1960722 10.9071016 9.7213858 9.2282227 11.6501368 5.2320314 7.6402760 8.7016769 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 4 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.144449e-06 4.161634e-07 -1.3617871 10.7726453 10.0597579 9.5054978 8.4647675 0.2231754 9.8409551 8.8528659 -1.3617871 3.1792403 6.0045418 8.4047478 9.4228538 9.0811625 12.1916083 10.3784215 9.1320745 11.5265817 11.9241991 5.7467427 10.8031259 9.9847327 10.0305364 9.2703054 7.6889112 9.0738893 13.1535579 5.7362504 NA 10.3805285 10.1661847 4.3106455 6.5214732 8.4599930 9.8537520 -1.3617871 12.1726435 9.0175974 9.1300722 9.9026617 12.3239533 -1.3617871 9.6040033 5.4711094 10.0045413 10.0909750 8.6466476 -1.3617871 7.7336160 4.0976529 11.1237968 7.9073456 1.4455678 10.8052419 2.0523463 8.7700761 8.3264695 0.9601410 6.8378915 10.4130061 9.1037853 1.6382129 6.7930375 9.4837090 0.6382129 9.3498860 11.1751947 10.1836661 2.3386526 10.9645474 12.4167069 10.4443658 13.1879435 10.9244880 8.2854258 9.5704337 1.9601410 15.5784294 NA 7.8403430 9.6061657 5.9691367 7.3386588 8.2061753 5.0644820 1.9615863 11.4738747 9.4322368 10.2066502 1.8081379 2.0976445 9.9125972 0.6382129 8.5451097 8.6154991 10.3905997 5.6494459 7.4837094 13.3062730 7.2928554 9.4599930 8.1870407 7.9713746 10.8224249 6.8081443 10.4301959 8.0894304 11.5174193 -0.3617871 1.9601410 13.5318998 10.1768929 NA 11.0853022 8.7519611 10.1642292 6.0219238 8.3576079 7.9073456 11.0602838 8.0811622 5.9691367 8.8131447 8.2820751 -0.3617871 7.1656959 8.8056372 9.8688400 10.0950867 10.8979623 11.8576341 9.5570823 10.7090108 9.4064034 10.8897015 9.4671091 4.1928096 0.6382129 9.7136982 9.3956091 9.3475354 10.2870260 10.2104455 4.4455744 13.3654481 6.5865861 12.3331210 9.3880883 10.0018063 9.2820751 5.4962003 7.4097083 10.3623065 10.9559142 9.6564191 8.1479940 11.3175078 10.4556025 8.5269624 10.7405229 10.4407354 2.5451035 9.4517438 5.1773797 -0.3617871 -1.3617871 0.2231754 10.5174193 11.6012957 9.7069972 7.8837717 9.1737763 5.9511028 8.6368095 6.1773777 5.5451097 11.5935056 9.3947754 8.9236213 11.4758469 10.8944277 8.8675184 10.1773778 9.8488903 10.9811271 9.2306762 10.0061798 9.8249524 11.6277909 3.3931004 8.5851252 11.0348238 9.5352324 0.2231754 9.0651967 11.1549040 8.9026615 10.8178172 8.7110216 10.4248970 10.9974195 6.5085839 1.4455678 2.2231754 8.6647424 7.5807334 10.3286536 10.7313064 8.6948569 10.3229676 5.5208622 10.6558208 9.0240814 7.4261213 10.3809495 1.4455678 4.4455744 7.9166683 2.0976445 7.1179994 3.0305303 1.8081379 2.9601410 1.8081379 10.2344087 6.2748431 6.3106437 9.4415430 6.6891566 -1.3617871 4.7879652 11.3697502 10.2838775 11.9003138 11.2716684 11.8695902 11.1025095 8.9397153 10.3075337 6.7365142 10.0816806 10.3473028 9.5383312 11.8482815 0.2231754 0.9601410 10.3997702 8.4821400 8.3299627 11.2245897 9.7415068 8.1617809 13.2662088 13.4002896 -0.3617871 10.3481644 7.9297809 13.9033579 10.1778625 NA 0.6382129 0.2231754 8.0262363 -1.3617871 10.8526384 8.7177038 9.5829312 10.3473028 11.5535382 9.3805284 9.0445408 4.7043076 0.9601410 10.5499855 0.9601410 2.7256757 9.5785325 9.6550273 7.7309761 3.9957739 7.3897630 11.4509980 10.0235422 9.9014883 10.7200353 10.0864180 7.1966395 10.6176442 5.3931073 7.9282377 8.6661249 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 NA 4 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.075089e-06 2.42762e-07 -1.91866037 10.86586702 9.65203666 11.05079858 6.92043623 NA 9.80702448 6.37037530 -0.91866037 1.36809782 5.82942592 8.52313889 10.54985618 8.38044028 12.24912065 11.41228906 11.07699933 10.89160298 12.03470111 4.98896184 10.82396267 10.26579763 7.80574581 7.61066242 7.30040107 9.21694152 9.06145733 5.73944310 NA 10.36084270 9.94657882 3.36662996 6.09804051 9.00901007 9.41382824 -1.91866037 10.31335323 9.17926421 11.06279941 10.08475007 10.71240921 NA 10.05421195 4.34801991 10.03251690 11.13005954 10.28458018 -0.91866037 7.23351710 0.88861663 9.86954264 7.99561736 NA 10.27249811 1.71466315 8.15167518 7.95159712 0.88861663 6.62812616 9.80745024 8.71240904 -0.91866037 5.80915202 8.71876266 2.47355315 9.16204962 10.47569483 10.37326615 6.89821561 12.42431722 13.08505747 11.28243714 13.44005502 11.47032566 8.17647088 10.70808194 1.54067207 15.37921415 NA 9.15671135 10.04737711 5.50749656 7.14462766 7.54475661 6.25615773 1.08304313 11.43850921 7.80584832 0.08120326 0.08120326 6.42108188 9.22970880 3.93921717 8.45844271 8.03251690 10.50697259 6.73944310 7.28580353 13.97370381 8.24236385 9.49697398 9.77515460 6.66994659 9.73605618 7.21565821 11.46331572 8.43437886 10.62426396 -0.91866037 3.36662996 14.27281192 10.00752813 -1.91866037 11.58145162 8.32440605 9.85972004 3.50750290 8.55493797 8.11327803 10.83549337 8.39751378 3.93921717 8.82269924 9.14192805 NA 8.63101695 9.16204962 10.13108076 10.37499120 10.29858409 11.27868693 9.63630052 10.38729382 9.47301285 9.98323035 8.48670351 0.08120326 0.66621122 9.88253637 9.36836742 8.70967766 10.39298044 10.44290183 6.92985490 13.75227558 0.40315863 12.48097737 9.92436805 9.02740732 9.16869493 3.40315863 6.99412146 10.53218564 10.96483006 10.26114127 5.98209917 11.96589209 10.91154928 7.46709440 11.08843468 10.73743352 1.54067207 9.67522545 2.16870621 0.66621122 -1.91866037 NA 10.08193648 10.61017461 9.89059838 8.36894466 9.97085394 5.78859175 9.60675294 8.72508843 6.75990283 12.01039806 9.81509489 8.75100303 11.27306247 10.84049620 8.64750520 10.48610756 9.91451758 11.19057313 9.46331572 10.85684240 9.24676720 12.24966923 1.25114341 8.75454115 11.33064192 9.51537027 0.66621122 8.26592160 11.88788247 8.56101256 11.72441191 7.46709440 9.87198792 10.93590581 7.32678450 0.40315863 -1.91866037 9.05133811 7.18452033 10.35473633 9.89661547 8.60577395 11.15620983 8.80659827 10.72380964 8.86423042 8.05277561 10.11499929 3.25115857 4.29068243 10.95602143 -1.91866037 8.72598990 4.96387636 5.94523312 4.80915202 NA 10.80233137 8.09245959 6.76773292 10.00975053 7.08545228 -1.91866037 4.97605197 10.89881547 10.37470381 11.40695922 11.36258265 11.64060922 10.53141236 9.69732138 9.13460138 6.39592823 11.23272442 12.31978616 9.84858899 11.75155644 -1.91866037 -0.91866037 9.96043250 8.57608786 8.14327810 10.74656806 9.59939349 7.97149642 12.27698883 15.35905530 3.72508672 11.76904522 7.84875437 11.46033973 9.85766522 NA -0.33387970 -0.33387970 7.82438346 2.08123735 10.75742943 8.00901007 9.24425274 10.20147005 11.82942501 8.28458030 8.91590865 4.98812113 -1.91866037 11.05349403 0.66621122 2.93920777 9.52831540 9.98285329 8.00009524 4.87564738 7.97453390 11.57208304 9.54985627 9.83193914 11.26176298 10.30879691 8.32559599 10.84382183 5.50950900 7.99561736 9.30583672 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 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 5 1 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 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 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 5 0 0 0 0 3.468028e-08 0 -1.4293428 10.3135163 9.1983196 10.4341978 6.9716654 4.4287655 10.4174515 7.9889545 -0.4291485 1.7391136 5.5480667 8.1196078 11.1774223 9.1224941 12.2113696 10.8699938 8.8492353 10.9371080 12.5155893 5.5365689 10.4291553 10.3447492 8.3845671 7.8654067 7.7492265 9.0765973 11.8316406 6.7996041 -0.4291485 10.6253900 10.1055750 3.9283419 5.9458254 8.1910054 9.6294541 2.3781509 10.6388923 10.1543386 3.3256742 10.1969511 9.7007126 0.1557492 10.0850067 4.7407117 10.4933701 10.5848062 9.6825735 -0.4291485 7.9759270 1.1557492 9.9033818 7.6314819 0.1557492 10.1468070 1.6151809 9.3193644 8.2019626 0.5707544 7.1292068 9.6219947 8.5931535 2.1557492 6.6422481 8.8410812 3.1557492 9.7369488 11.1239350 9.9431067 6.6422481 10.3922169 11.6189320 11.1423014 13.3528113 11.2352331 8.4617189 11.2482852 -1.4293428 16.1835607 NA 8.5903763 9.6622212 5.5820140 7.2918853 8.1176800 6.2850304 2.7221600 11.2948733 8.2939176 3.3781370 0.5707544 5.5365689 9.8751371 1.1557492 8.1688381 7.8538740 10.3114098 7.3156197 7.0943480 13.2204910 7.0302169 8.8573435 9.5444831 7.6923191 10.5830506 7.5537790 10.5380121 8.4287668 10.6121027 NA 3.4776773 14.8985138 9.3139371 NA 11.9735314 8.8068000 10.7325475 3.0302125 7.8677019 8.0626387 11.6129581 7.7996048 2.5707786 8.3406237 8.9769908 -0.4291485 8.6476012 8.7716842 9.9327296 9.7407107 9.9886383 11.3547498 9.8972153 10.9447384 9.8842357 10.5764103 9.4594529 0.8927407 0.1557492 9.7331770 9.3105664 8.9190272 10.4761728 10.0928768 6.4534287 13.8832433 6.1854959 12.6405712 10.4606700 8.2361219 9.6929666 3.6582458 7.1595000 10.5362093 10.6185913 9.8619564 5.3389699 11.6549996 10.8275841 7.1519866 8.8915863 10.6678302 2.6582572 9.3111232 5.2146416 -0.4291485 NA -0.4291485 9.4985638 10.6062722 9.3496842 8.3105664 10.6438294 7.1368394 9.5615988 6.8608052 5.8443957 12.3914634 9.8994607 8.6314816 11.1415902 11.2243027 9.2134513 10.5889859 9.7084173 11.6043808 9.1041154 9.7160810 9.5103650 10.2195927 3.7000734 9.0312416 11.2807312 10.9835620 1.8927019 8.6541455 11.4455750 9.1725565 10.6974903 8.7618451 10.3177199 11.2544384 7.2502662 0.1557492 0.5707544 9.2511453 6.8139594 10.2647082 9.5351266 9.0312416 11.3044367 8.7593746 11.0368010 9.1070329 7.7704584 10.1055750 2.2712165 4.7000679 9.5644319 4.4036767 7.4955984 2.9631042 2.8187074 4.3521441 1.7407117 10.2249742 6.9970507 7.4896489 10.0636104 6.7798493 -1.4293428 6.4162757 10.9153591 10.5022620 11.7256039 11.0970405 12.1796181 10.6382201 8.2694905 8.3667279 5.8915407 10.3833642 11.5986918 9.9944270 11.4432683 -0.4291485 0.1557492 9.8139598 8.2694905 8.7556611 10.3080332 10.2141910 7.4225349 13.1815223 14.7520933 3.7407117 11.6105616 8.8737560 12.1058181 10.0194184 0.1557492 1.3781232 NA 6.9017032 -1.4293428 10.7269068 7.9150816 9.6864797 10.3781407 12.1502196 8.6832252 8.5217206 6.0706319 0.5707544 10.6766942 1.1557492 3.2146377 9.6388922 9.8659807 7.4409348 3.9631042 8.0525854 11.3420689 9.4851710 9.5118333 10.6103903 9.9980986 8.7704581 10.9796462 5.6333179 8.1946672 8.5623077 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 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 4 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.595293e-06 5.895648e-07 NA 11.1568830 9.5894836 9.8229348 8.2650191 9.1574528 10.7427952 8.8392378 NA 4.4029063 6.6587456 8.3026024 10.8063146 10.0337856 11.8153710 10.3803337 7.7522582 11.7217559 12.7666171 6.2350952 9.2860194 10.1744460 8.0705600 8.1367933 8.8393090 9.0510634 12.5704591 6.5238160 NA 10.3861804 10.1710633 4.0213198 6.6784480 10.6058613 9.4183966 3.0213198 10.2280593 10.0430674 5.6062794 10.2237121 11.4033397 1.4363751 9.7492367 8.1800663 10.8247298 10.6199891 10.5535639 NA 7.8429129 1.4363751 9.7799096 8.4679401 3.6587485 9.8239331 2.0245325 8.9507390 8.6212292 2.3108345 6.6062794 9.6343894 9.5596130 4.4059787 7.1551724 8.6905952 9.0693488 9.6611594 11.4543220 8.3532284 5.6195744 10.8133762 12.8447719 10.7545199 13.2332045 10.6842812 8.7642805 10.8124791 -0.1486407 15.4257778 NA 8.6146035 10.0675308 5.9282069 7.5724903 8.0874056 6.8848140 3.9640936 11.3276311 9.9329346 8.6425543 1.6587370 5.2089425 10.2522706 2.1733194 8.3572027 8.3944233 10.0405981 6.0993184 6.3026024 13.4939507 6.8343851 8.9520537 9.1040567 8.6811140 10.5566434 7.3827727 10.3606714 7.9093831 11.4918621 NA 8.3472462 14.8496511 8.9651335 NA 11.3808218 8.8301016 11.0241313 2.3108345 7.2307698 7.3552172 11.3256041 7.7732322 5.0412167 9.0608445 9.1766968 0.8513593 8.1867818 8.6029352 9.3311716 10.3576988 10.5387670 11.0672518 10.1772588 10.4522333 9.9800300 10.5894835 10.0200069 2.9388503 1.4363751 9.8322448 9.1471601 8.9056972 10.8545578 9.8506866 7.7093720 14.3324338 6.8513918 12.8582432 10.4307072 8.3749534 9.6874416 3.2437148 7.0162980 10.0921826 10.8186175 9.9670852 5.1912428 10.7821618 10.8304591 7.9120870 8.2692436 10.5596129 3.6587485 9.1891245 6.3189964 6.6779395 2.1733194 1.6587370 11.1117227 12.0142546 9.3230665 8.0162980 10.5394317 10.5396416 10.2269737 6.2860199 7.5238168 11.9604056 10.1105459 8.1414103 11.0912881 10.9026002 9.6032115 10.3031175 9.0584055 11.8753188 9.0826124 10.1614359 10.3755068 10.4002131 1.4363751 7.7939056 11.2763448 11.1624073 5.8626175 8.4630617 10.8556117 9.2912221 10.6204026 9.1181777 9.6530996 10.8207778 7.5827103 -1.1484808 2.1733194 9.6603554 6.7217554 9.7887650 9.2447817 8.9012398 10.7802797 7.9832484 10.9559933 8.8930503 7.2307698 10.2660765 3.7582819 4.8513893 9.4807478 2.1733194 7.4661009 3.3108200 3.0213198 4.1367902 2.5518359 9.9046384 6.7217554 6.8737591 10.1380010 7.6103140 1.1733194 7.1688035 10.8598199 10.6066961 11.9745426 10.7691362 13.0958294 11.5450959 8.0632797 9.7828453 5.9846873 10.2474608 11.4162552 9.8471584 10.8026760 NA 0.4363751 9.6579408 9.1597303 8.9883822 10.5949634 9.6087812 7.8258060 12.1049433 14.0998748 9.2797515 11.1548866 7.4853310 11.0122081 9.8350975 0.4363751 0.8513593 -1.1484808 7.9120870 NA 10.1335414 7.8598199 9.9481064 10.6575380 11.6380693 8.4752726 8.5326999 6.0412167 2.4363484 10.5729177 4.6062764 3.6062764 9.8820584 9.9073514 7.0162980 8.9481064 8.0729783 10.7405148 9.9909425 10.2220787 10.6727666 10.3683617 8.1778206 11.8066779 5.5033042 8.3352072 8.4568706 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 female 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.774423e-06 4.161634e-07 0.8135247 11.0393094 9.2564429 9.9651502 5.7676945 4.1354282 11.7473745 9.7123502 -0.1865574 2.7461192 8.2292413 9.0542906 8.6652485 9.6079152 12.5208586 10.8674253 5.5549664 10.8120723 13.3222846 6.9115310 7.1577956 11.1038064 6.1622282 6.7618663 8.0366325 9.1488899 13.9496795 7.7293787 NA 9.8768945 9.9594315 3.2729339 7.4174593 9.2481278 9.8503599 6.9324404 8.6495497 9.0094869 1.3984598 11.3478023 7.0326684 -1.1863932 12.2412051 1.9834223 10.2517715 10.2677988 7.9479256 NA 9.3555641 2.9009537 10.0131718 7.9246350 -1.1863932 9.3760852 2.9898293 9.6108772 8.5733878 3.8578914 7.1263823 9.7037638 9.0411154 1.3984598 4.0988995 9.0411154 3.2729339 8.2851747 11.0670515 9.9853018 3.5139455 9.8875137 11.2968114 8.5017496 13.8173687 10.0849625 9.7198264 10.2621320 NA 15.2900083 -0.1865574 7.5515914 4.8358685 5.9934094 8.0637979 8.9062566 8.0107161 3.4785448 11.9849890 9.5488693 2.3984598 6.0708873 NA 10.1477727 NA 9.9434263 7.8247265 9.6288827 6.3757415 6.7560145 14.0404760 7.4059566 9.3370614 6.9733713 9.9434263 12.8303286 7.9115316 11.2025930 7.9958938 9.5558089 0.3984598 11.5989519 14.2587730 9.0094869 4.3680908 10.0878776 10.3579810 11.5052429 3.2729339 8.8903151 7.5139391 12.7968494 7.3757415 5.5414188 7.3053522 8.9721090 1.3984598 10.3541118 8.5633690 10.6738105 10.3272270 9.3786016 10.7370572 9.2902456 11.8573811 10.7735014 10.1539059 9.4658425 3.3984598 0.3984598 9.8829493 9.7323627 9.5357178 10.9581577 9.2811050 2.2729190 14.4369523 5.3212932 2.7203879 10.3414651 7.5583335 10.6487604 3.2729339 7.3603941 11.5897268 9.9485674 12.3440277 2.7203879 11.3450174 11.9902959 6.7022433 5.1710507 10.1252478 6.7143664 9.3872697 6.6652478 8.0965876 0.8135247 -0.1865574 11.7762147 6.0896231 9.3063541 8.8943170 10.3723411 4.5139391 9.5566509 6.7022433 6.4971253 13.2851747 8.8916504 8.2079621 10.8469225 12.3814555 10.4126312 9.6869436 9.6589896 12.6311827 8.3193108 9.4573556 11.9909190 12.3512032 1.6208679 7.8134997 11.0575659 4.8019553 3.9834223 6.2948137 10.4286693 8.4501241 10.3282136 9.6168234 9.1104157 11.2616157 11.4357801 1.1354035 1.9834223 8.4555512 7.7442365 9.0483168 7.8849617 8.3311687 10.1184211 3.7203879 11.3480698 8.8889785 8.1533494 10.3904561 3.3984598 2.7203879 7.7022427 NA 7.7022427 3.3984598 2.9009537 4.8358685 2.1354364 9.2429061 3.5683848 6.6961427 11.2898432 8.3332144 0.3984598 6.1798215 11.1936899 10.9594316 11.7401661 11.3861997 12.8744486 9.1286491 5.2892332 7.0471195 5.2188122 9.4012770 9.3738322 10.1494480 10.6776856 4.4573579 1.3984598 10.2755466 8.3947002 10.3458554 9.7821662 10.3937580 8.3565312 10.9635640 10.8050213 3.1354199 9.1012117 6.7445325 10.7836054 9.7914949 NA 0.3984598 -1.1863932 7.8021842 NA 10.6961922 8.1993617 9.5268859 10.2265985 11.4385233 9.3516884 8.3695071 3.0614306 5.2228896 10.6656387 7.4464945 -0.1865574 10.8731819 9.4373809 6.8578939 9.9977549 8.9062566 11.1340180 9.1421745 9.9632465 10.5841633 9.7758894 6.4859243 11.1497271 4.5683848 9.2595489 8.3291994 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 1 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 10.4107298 8.5888462 10.5046650 8.0604392 9.6334172 9.7691176 9.2712011 0.2253983 -0.1516825 4.2254446 8.5488716 10.4283814 6.3058155 12.7878428 11.5623198 8.6544993 11.1164655 10.9250138 3.0999179 9.8395376 9.9674700 9.2734739 8.7851369 7.3649926 9.5383244 13.0346126 6.3886717 -1.3595642 9.5269376 9.5100726 2.3409325 5.6178744 9.0220218 9.1393280 NA 11.7204636 11.0360130 10.6597220 10.2919791 11.6177588 0.9624380 8.8028701 5.4859677 10.3120199 11.5822601 10.6202613 -1.3595642 8.5990317 4.3409183 9.6558938 8.4119685 NA 9.9689855 1.6404821 9.2431778 7.8596472 NA 7.0068007 9.7292671 8.3581553 1.2254600 7.1323321 8.7119412 7.6376581 9.6062631 9.0024227 11.8710998 6.1561782 11.8724485 10.1674671 11.7319142 13.8140779 11.2060570 8.5336439 10.6704562 0.6404358 14.7336075 -1.3595642 9.0176892 9.5390803 5.2698336 7.9736342 7.7594202 8.5413456 1.6848636 11.4796826 8.1247179 -1.3595642 0.2253983 2.7279422 8.7825858 0.6404358 9.3225956 7.4478337 10.3764579 7.7358762 7.0284962 12.5360541 8.3478379 9.2422495 9.4891017 6.2179073 10.8845037 8.0392223 10.8284494 8.3886717 10.8797790 NA 7.5533682 15.2428876 8.7697618 1.8104020 10.4769238 7.1640410 9.9391143 5.1640421 7.3022569 7.7011748 10.3551536 8.2533474 5.5593419 9.4914469 9.5756438 0.6404358 8.2197948 8.8104039 8.6739019 10.9892070 10.6109443 12.1486797 10.4332691 10.1917065 9.2725652 10.2995828 8.8655656 0.2253983 2.3409325 10.2413210 8.9769853 9.1682978 10.0677917 10.0693624 3.6404821 14.1648981 6.2027214 9.6766525 9.5488714 9.2761970 8.7658924 4.8499342 6.1796384 11.1475301 11.1524785 8.9680314 7.6062631 11.5841731 10.5496219 10.2003339 10.6940654 10.8404578 3.2254446 9.1463103 3.5946799 0.2253983 NA NA 10.6793978 9.1571637 10.2712010 8.0370835 9.6274870 4.3953645 9.2561084 7.9119420 6.2329351 11.9849135 9.8668910 9.5526197 11.2696078 10.5924920 8.1263080 10.2734740 10.0106213 10.8529752 9.3836302 10.2574871 10.4731750 7.9465408 2.9624010 7.8499324 11.9173302 6.6760473 7.1718603 7.7745459 11.8830575 9.1212690 11.5654768 8.1738085 9.9396869 10.3159949 7.7671834 0.6404358 0.2253983 9.3760349 7.2478089 10.5604594 9.4914469 8.8303035 11.7860926 8.1423159 10.3009651 8.9947282 7.3093636 10.5990315 1.2254600 5.0498703 10.1433106 -1.3595642 7.0284962 4.4984615 2.6404821 4.7490032 NA 11.0185027 6.1403247 6.9212495 11.2144549 7.2482900 NA 4.9624056 10.4490409 10.5593421 11.1040032 11.0509302 10.4988484 10.3848922 8.6390693 9.0803096 6.1985943 11.1490164 11.5498094 10.0797904 10.9436888 -0.3595642 NA 9.8106356 9.7959296 8.9096054 11.2698355 8.8547980 7.4828289 13.5452545 14.6584399 8.5458657 10.8969824 7.5087456 11.1519844 9.7984572 -0.3595642 0.6404358 NA 7.5712164 0.6404358 9.9172023 8.5352968 10.0771904 8.8487131 12.6075249 8.7914954 9.3174056 3.9980330 -1.3595642 11.1890600 3.6404821 2.3409325 8.7568228 9.7038740 7.5292220 8.7345565 7.7774697 11.1393280 9.8692976 9.4582620 10.8713999 10.3931648 9.8590421 11.1645307 5.5972332 7.1561792 9.0498698 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.282859e-07 3.468028e-07 NA 10.7372494 9.4262509 10.8852700 9.7680040 NA 10.3087402 10.3791236 NA 3.1991384 5.3987710 9.1343478 9.3964562 7.4487581 13.0082804 11.3642585 7.7751460 11.1754141 11.3541592 5.5227588 9.1915187 9.6012079 9.8429887 8.6486434 8.9800904 9.4056895 14.4202840 5.2426520 NA 10.2516397 9.2656528 5.1577633 6.8749187 12.0411459 9.3167160 1.4353086 12.5869468 9.4217070 9.1781106 11.3331415 11.3952980 NA 12.4637547 2.5727927 9.3976137 11.7599266 11.0329762 NA 9.3778105 4.9713504 10.4148642 7.8378821 NA 9.7038147 1.9411814 9.3999256 7.9367351 0.1134338 6.2426501 10.5333281 9.2757593 2.1133671 7.9077836 10.0520140 4.2008339 8.8980027 8.9868119 8.2426511 4.9713504 12.1223077 9.7381634 10.7372494 13.2981658 11.5789343 8.9821905 9.5981908 7.0381804 14.4600548 1.1133671 8.3228214 8.3612955 4.9462583 7.4796897 6.9012700 9.2400724 2.4353086 10.8902121 8.8003237 4.6679546 0.1134338 -0.8865662 9.6072234 0.1134338 10.3678061 7.7132807 10.4148642 7.0791519 7.2374891 12.7230084 8.2087650 8.7608264 7.6369298 8.0081854 11.7210935 7.0733693 11.1041810 8.0617352 10.4051142 1.1133671 7.8749193 13.4236967 9.2297119 1.6983518 8.7463632 8.4465234 9.6650761 2.4353086 9.2719777 8.3636665 11.0661092 7.2782747 6.5479957 8.7804794 8.9572890 2.9207316 8.8632372 8.1875094 9.7472712 9.8085961 7.8138075 11.9785483 9.9486289 11.2917215 9.0066694 10.4997694 8.8477220 3.2832995 5.2426520 9.4498746 9.3325365 9.0051515 10.2477943 10.0992098 2.5727927 13.5656092 2.5727927 1.4353086 8.4079887 9.7114204 8.4753115 5.9588589 6.3801545 8.4554427 11.9405121 8.1794573 7.2681864 11.6257380 10.7193104 10.2329575 9.4205687 10.6082235 3.8138120 9.4406398 -0.8865662 3.1133671 1.1133671 NA 10.0631946 7.7206985 10.1398914 7.9174992 8.3366217 3.9207220 7.5727995 8.7151387 6.6983310 12.8102268 8.9012706 9.2452249 12.1450691 12.4272430 9.1422271 9.8378818 10.7427245 11.0726454 9.4598816 8.7299167 9.4045385 9.8865072 3.7572260 7.3565418 11.5658666 7.5941984 4.0202622 6.1395043 11.3923980 8.2681859 11.4392355 0.6983074 9.8682554 10.8918558 9.1454135 5.2008300 -0.8865662 9.1259925 7.6092231 9.9852731 10.0470586 9.3577317 11.1024076 4.4352952 10.6501008 9.1848302 7.8033659 10.2757593 3.9207220 2.6983296 8.5354329 NA 4.0202622 1.6983518 3.7150697 4.9960090 1.1133671 10.6636337 5.8947280 7.0963620 12.1965696 6.7882668 2.4353086 5.3987710 10.7399896 9.5280532 11.3319312 11.5779137 11.1948513 9.6072234 8.2400724 8.8276136 6.2695007 11.3523697 10.5850431 10.0381804 12.4753117 -0.8865662 -0.8865662 10.1488544 8.0762641 9.3565420 11.4604356 9.6379096 7.0791519 15.0451904 12.5473445 1.9207125 8.4442848 6.6905707 12.7026680 10.2458676 NA 2.1133671 0.1134338 8.2374891 3.6983296 9.9439149 8.8782395 9.4840553 9.2870451 12.1586157 9.1091351 9.4783779 3.4352952 4.3228223 10.6290678 3.7572260 1.4353086 9.8112043 9.3337462 8.0232609 2.8138120 7.5604513 11.5182434 9.7608264 9.8033659 11.0802338 9.9658974 7.3276874 11.1621953 4.5396303 6.6211625 9.2945201 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 female 2008 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 5 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 7 0 0 0 0 3.468028e-08 0 NA 9.9134135 9.2218488 10.4954338 6.8756179 -1.1411437 10.5794810 7.0875318 -1.1411437 1.2456174 5.9777493 8.3784453 11.7498334 9.6111899 11.6009081 11.0396508 8.4381252 10.9650449 12.9831729 5.1986592 10.9459405 10.5281372 7.6467121 8.1442116 9.2148650 9.0791874 10.7582190 7.0972136 -1.1411437 10.7479329 10.5518605 5.0486329 5.3184036 8.2532717 9.4615081 -1.1411437 11.0387183 10.0797921 3.5592471 10.1688539 10.4191420 -1.1411437 9.5858787 4.3506599 10.6049036 11.2335770 11.3292139 NA 7.6203606 -0.1411437 9.8832564 7.8700367 -0.1411437 10.1782047 0.4293214 8.7445056 8.3406086 1.1807208 6.0486329 9.7307145 8.8672380 -0.1411437 6.5026648 8.3365673 3.5592471 9.5008610 11.3501613 9.7206716 6.4210516 9.9780486 11.5483704 11.4222438 13.7346545 11.2957809 8.6350117 11.6769919 -1.1411437 15.0241284 NA 8.9356248 7.8700367 5.9032022 7.4661393 8.2316743 6.6532249 3.8588066 11.1450782 9.4908593 -0.1411437 1.6661658 3.9880939 9.7253155 3.0287283 8.4549988 7.4018412 9.9168009 8.2053231 7.2163608 12.7715115 6.8977281 9.1625900 9.6111899 8.5080653 10.3635140 8.5713363 10.5575139 7.9356248 10.8808301 NA 3.0287283 15.1170072 8.7445056 -0.1411437 10.8364469 9.2861220 10.8086360 3.4437658 7.8756173 7.8559885 11.6323606 6.9673335 3.0287283 8.6335961 8.8658366 -1.1411437 8.4624356 9.1694220 9.8042530 10.1908457 9.8977283 11.0620257 10.0380963 10.6348309 9.8963562 10.5232565 9.6770318 4.9462723 -1.1411437 10.0256000 9.4085938 8.3209228 10.5614148 9.9052512 7.5730548 13.8585890 8.3079581 12.1590187 10.1214913 8.4549988 9.3294681 3.2511283 6.6136967 9.8396628 10.7716985 9.8418027 6.6597091 11.3562344 10.7490735 7.7445056 9.7042993 10.8100939 3.5592471 8.9016996 -1.1411437 2.7657045 NA 1.1807208 9.9072961 10.5307925 10.2031051 8.0658238 11.3156205 10.1055498 9.8396628 9.2882160 6.0682624 12.1722591 9.5107578 8.8231500 11.2530039 10.7540058 9.1351313 10.1126567 9.5161277 11.4037737 9.0864253 9.6377077 9.8581046 10.4032907 3.1807367 8.4808609 11.6763925 10.9866294 1.6661658 7.4558187 11.7278246 9.4066676 11.0060142 7.5696156 10.3007159 11.3599000 7.9248986 NA NA 10.0554114 7.1807377 10.5316765 8.8389489 8.2660772 11.2047688 7.9906662 10.6931104 8.8245935 7.5935189 10.3238654 2.6661658 4.9880939 9.5479337 -0.1411437 7.3745092 2.7657045 3.9814782 4.9880939 1.4437658 10.0148922 7.2119564 7.3506625 10.9612114 6.6630044 2.4437658 6.9829308 10.6984067 10.5334428 11.9771014 11.2125074 12.2798221 10.2745510 7.6885322 8.4954337 5.7817217 10.6128616 12.1502677 9.5833231 11.3747554 -1.1411437 NA 9.9622020 8.1807372 8.5276944 10.6049036 10.1476753 7.4057040 13.1617337 14.9656992 3.0287283 12.2804796 9.3162926 11.0359173 9.7589212 -0.1411437 NA NA 6.9725514 NA 10.8159366 7.8559885 9.9289302 10.1378393 12.2728337 8.9100182 8.6080419 6.9195046 0.4438188 10.6777907 2.5592471 3.6136967 9.1829897 10.1343517 7.7806500 5.6916989 8.0852212 11.2400817 9.6995872 9.9004684 10.8079064 10.3032598 8.7969186 11.4702952 5.5744285 8.3202888 8.5080653 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 10.1372586 12.2380170 9.8785736 TCGA-BP-4756 62 0 NA 374 kidney stage i t1b n0 m0 female 2003 NA NA NA kidney clear cell renal carcinoma NA NA asian NA NA NA 3 NA 1 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.17913e-06 4.508437e-07 NA 10.91874281 10.96603998 10.54339786 7.08122244 -1.49614247 9.68370242 12.01493815 -1.49614247 3.90842865 6.55364158 8.58060907 7.20769669 8.51502051 11.80185589 9.77116524 11.64637910 10.43932674 11.97407090 6.31757542 11.43656175 10.81695979 8.28515296 7.39253639 6.62273419 8.92900921 10.04634154 3.93005604 -1.49614247 10.46307085 10.14584505 7.00363934 5.52627230 8.56583933 9.20942583 0.50375579 10.31637182 7.51781345 5.95500353 10.37107211 10.45835319 0.82570423 9.29332703 5.69361798 10.27899205 8.70958669 8.44923698 NA 7.55091759 2.31115432 10.11066117 7.75172079 4.48107286 11.04189976 1.87397065 10.20856152 8.01554607 1.96321516 6.74219759 9.48250386 9.44777320 4.23171656 5.71324765 9.47749075 -1.49614247 9.45216050 11.10602823 6.65354017 2.67371470 9.46437462 10.53756049 9.48821171 13.88722763 10.75083074 7.74934587 8.73621418 1.96321516 14.37519327 2.75172079 8.79841412 9.71080764 4.96322441 7.31436481 7.74934587 2.31115432 2.02357473 11.43858993 8.65160892 6.55907571 1.50380666 8.28515296 9.50097290 1.31115432 8.60182538 9.09157079 11.02711022 2.96323365 6.81213237 13.51820617 7.16200454 9.36332814 7.05838252 9.62273437 9.89671717 6.81667650 11.22852032 8.95397349 12.17223516 NA 9.40767523 13.17090487 10.59555923 NA 11.86162022 8.61883696 10.52477323 2.96323365 9.54887045 8.39861117 11.42990396 8.13314992 3.20423464 9.83134604 9.34063259 -0.49614247 9.35006734 8.09438018 10.57290738 9.61362392 11.58144357 11.60064023 9.35632277 11.08922535 9.51362200 10.29942715 9.18351976 2.20423464 -1.49614247 10.64877020 9.16735140 9.52423865 10.27156399 10.57726548 6.69855049 13.20839949 8.83022268 13.94307232 10.18898019 9.96935975 9.93476844 7.58060907 7.72538057 7.84808895 11.67121149 10.99614727 6.12584531 11.42378882 10.73020552 9.27032219 8.18327361 10.59357479 0.08882003 10.08080660 3.54818999 3.89610713 1.50380666 NA 8.77175025 10.22489247 9.95139313 8.08122191 11.11375232 4.38643850 8.74339177 2.67371470 4.54818999 10.89100292 10.64972547 8.69608600 12.02968112 10.24315208 8.93842166 10.61786101 9.93790033 12.00910870 9.13497044 10.96833905 12.85016855 12.86902218 2.89611682 8.17267852 10.94102522 8.15488088 3.14764861 8.49622185 11.11988267 8.60708096 11.27940362 6.33668329 10.45033410 10.36604327 4.05838577 -0.49614247 0.08882003 9.87011562 7.03906819 10.54784588 9.51292215 8.61753542 9.81042463 4.97952694 11.07030412 9.03322393 8.91424459 10.39671555 3.41068030 4.65354160 8.58860184 13.62086821 5.02735313 7.34614404 3.20423464 -0.49614247 -0.49614247 10.93763953 3.99564732 4.33668329 8.26201636 5.71976391 -1.49614247 3.45798820 11.44429047 10.37377271 11.82881764 11.59374032 11.45434922 12.25502355 10.72568246 10.01405800 5.57407425 8.94362425 8.34928344 10.44813933 12.42088565 5.70346620 NA 10.17666062 7.92375354 8.44777341 10.47440978 9.56853608 8.84252980 11.79683385 11.95719261 0.50375579 10.11204822 6.52193801 11.15887681 9.59919038 -0.49614247 NA NA 9.01059664 NA 9.55980095 8.85473252 8.87448070 10.02539374 11.19226223 8.95190975 8.97958753 1.31115432 NA 10.80586098 NA 0.50375579 9.83582983 9.94932555 7.41967287 2.50378122 7.81213237 11.36391035 10.81752669 9.74458462 10.53308060 9.98508824 7.44630752 8.60445575 5.49633451 7.89396220 8.35397999 9.80643233 0.8030700 0.8030700 0.0025562 0.0132860 -0.0106350 -0.0243580 0.0000000 -0.0214380 0.6681700 0.6681700 -0.1155400 -0.1155400 -0.0610820 0.8117100 0.8030700 0.7638000 0.0010678 0.0010678 0.0010678 0.0070160 0.0070160 0.0132860 -0.0053272 0.0040967 0.0049303 0.0049303 -0.0214380 0.0177570 -0.0286910 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.839 0.839 0.791 0.791 -0.880 -0.880 0.000 0.000 0.803 0.803 0.000 0.000 0.000 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 0.553 -0.116 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.839 0.839 0.791 0.791 -0.880 -0.880 0.000 0.000 0.803 0.803 0.000 0.000 0.000 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 0.553 -0.116 6.559076 11.427307 6.147649 10.315971 6.475336 10.206399 6.746967 2.673715 9.363328 3.591261 10.734414 7.129429 4.591255 5.720538 8.113637 8.719326 12.090868 5.843642 12.616396 5.526160 8.424146 9.260466 9.144770 7.556361 8.468134 11.152600 11.547675 9.832468 10.536872 3.258685 10.057423 7.575256 9.978006 10.520950 11.472640 5.457988 8.924806 7.294956 9.602483 6.688669 7.539967 9.567188 6.111123 8.124013 5.807574 9.337474 11.974452 10.421911 11.499737 5.053772 7.193791 9.866285 13.217609 11.363328 12.380406 10.562462 NA 10.775840 11.433052 10.899327 8.757641 8.696086 8.614929 10.324770 9.561785 11.788039 5.285154 5.770581 12.706533 11.646858 9.888037 6.803001 11.128589 NA 11.024166 -1.496142 12.445483 11.527369 11.291900 10.75616307 10.81695979 5.46957670 8.62920688 8.39101411 8.42265644 5.13314838 12.37472438 1.96321516 14.42944049 12.93653095 7.93633524 7.85647657 11.34791060 2.08875220 0.08882003 9.63565029 5.34928388 9.39329735 9.69423529 10.90493953 10.79150569 7.95087662 0.08882003 9.60314116 7.60970178 8.94362425 11.50203114 10.00314092 3.71324490 9.98003330 2.41069387 8.50379315 9.95139313 2.67371470 10.94102522 10.57893815 NA 11.66964247 12.35681043 10.54579466 10.39671555 7.70591710 10.99113093 8.98559265 13.10057710 9.11771166 TCGA-BP-4758 40 0 NA 2208 kidney stage i t1a nx m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 6 4 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 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 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 5 0 0 0 0 0 0 -1.36327099 9.82328189 8.88566191 9.78120675 7.36786726 -0.36345658 10.28490609 6.86700191 1.22150592 0.02062665 4.41790651 8.34218092 10.33828813 7.62239012 11.84965276 10.49219570 10.74703185 9.99079791 12.16963490 3.72400626 11.10847774 10.31646845 9.10211508 8.71202756 6.56136127 9.25401597 9.99355068 6.27317271 NA 10.49685957 10.18054697 3.49453082 5.12840064 8.27135937 9.81645763 -0.36345658 11.92252866 9.77929387 7.18344284 10.57355451 11.83453307 0.22156779 9.49996046 3.22150592 10.66341774 10.46110962 9.58928973 -1.36327099 7.22526336 3.22150592 10.88891832 7.25125800 NA 10.67878929 NA 8.97528482 7.21774933 NA 5.12840064 9.53514996 7.96072889 0.22156779 6.98969536 9.14830116 -0.36345658 10.12388614 10.33351609 8.23087307 5.48203831 8.70932441 14.38390237 11.35122338 14.55350096 10.98306229 9.25493412 10.88328914 1.63654342 15.95449988 NA 8.43420995 9.40059065 5.30897240 7.96297811 8.62665268 6.14434418 3.44132412 11.33221187 8.38032253 NA NA 5.02886526 10.09084787 2.54344639 7.71069005 8.03742780 10.41133557 5.96746606 6.72930532 13.46140786 6.21397711 8.86296088 8.84600180 7.94032946 9.79390807 8.73721083 10.86956894 9.53136625 11.18945772 NA 3.92195040 15.54542195 8.96072918 NA 11.11531818 8.19113721 10.02725498 4.39143780 5.74507326 7.93575674 10.60988717 6.90333478 4.76583174 8.74245698 8.97639858 NA 8.52529176 9.39143608 9.40390549 10.02779212 9.91383591 11.40610751 9.11430689 11.00040950 10.24849546 11.14087098 8.99294542 0.63654342 -0.36345658 10.75256756 9.14928909 8.47101955 9.90099115 9.57023920 5.97639801 14.01640069 7.60233290 14.16686342 9.87435604 7.52224490 11.08130460 4.51918962 7.46309681 10.73490967 10.56839404 10.25631002 6.39809893 11.12757737 11.46349418 8.03742780 10.14285617 11.07871450 1.80648905 9.81189227 1.63654342 1.22150592 NA -1.36327099 9.33525323 11.10185988 9.33958682 8.75548950 11.19141793 3.54343402 9.17570747 7.18729565 4.99409995 12.04022635 9.84050824 8.24941690 10.41708836 11.26317018 9.98371588 10.94744532 9.54268754 12.49802321 9.36020952 9.71736609 9.21586445 9.84234186 1.80648905 7.60521503 10.94118504 10.04938831 -0.36345658 7.71469955 11.30963676 8.72002771 10.42648963 2.09599191 10.37421845 11.39622870 7.83867260 NA -0.36345658 8.49918576 6.31602805 9.97193895 10.09136186 8.34907551 11.60377478 8.37464090 11.16353433 9.70935113 7.41790820 9.90625973 0.95850864 4.94033122 8.89039592 7.16402596 7.01592680 3.22150592 3.80646842 4.25125705 0.63654342 9.88506914 8.07117701 7.14830167 10.21350525 5.90333478 1.22150592 3.33698314 10.92800709 10.67957581 11.50999268 11.05360989 11.15814897 9.92021573 8.95847674 7.66997138 6.65179653 10.23506632 11.66376342 9.51459946 11.01917259 0.95850864 -1.36327099 9.99739559 6.92195040 9.33872123 10.17425235 10.35935611 8.19305465 13.14242210 15.12865209 NA 11.54287546 8.59888065 12.76131607 10.35293934 0.63654342 1.80648905 -1.36327099 7.26225743 4.92195040 9.73523868 7.10822334 8.78248065 9.45433158 11.70717266 7.85086754 8.62845283 4.61382629 0.95850864 10.67340899 2.33699742 0.22156779 10.22385728 9.44309812 7.42445102 5.61382924 8.07117701 11.31822622 9.52681278 8.09392932 11.35956949 9.27226656 8.31954297 9.90976141 4.22241045 7.05017625 8.49918576 11.25240803 -0.0142280 -0.0142280 0.0370760 0.0298880 0.7209300 -0.0027707 0.0097276 -0.0238400 0.0081959 0.0081959 0.0081959 0.0081959 -0.0142280 -0.0142280 -0.0023553 -0.0165840 -0.6991100 -0.6991100 -0.6991100 -0.6991100 -0.6991100 0.0298880 0.0067764 0.0097276 -0.0234290 -0.0234290 -0.0238400 0.0235660 -0.0087146 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.621 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.699 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.621 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.699 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.483606 12.167077 12.263170 10.345632 9.185371 11.556157 2.336997 4.160113 8.136394 5.796419 13.486980 9.232356 5.011590 7.095120 7.589465 8.371258 10.769370 7.760670 10.690474 8.280405 8.372950 8.316644 10.231708 8.164025 7.475752 10.587469 13.157351 10.1781292 10.4426954 -0.3634566 8.5479406 6.2875997 9.4366395 10.9719389 11.1094932 10.1968814 9.6393635 6.6023322 9.6938634 6.9984923 5.7554885 9.5628446 8.1757072 5.0115896 9.4455128 8.3729504 13.6379128 9.6685943 12.3291641 6.2892498 8.2695438 10.0586133 15.2850466 10.5157488 13.2913524 10.4390649 3.2804070 11.1556933 10.1468182 9.9213727 8.7146992 8.2494169 8.6533567 10.3291641 10.6070140 11.1100006 6.1522483 6.6080922 14.7372339 10.6887769 10.5961883 6.9033348 9.0753404 -1.3632710 10.9899711 -1.3632710 12.9341097 10.9852490 10.5328810 10.513066 10.316468 5.350794 6.636549 9.418728 9.072219 7.716033 12.278705 3.221506 14.335850 11.483214 8.925415 8.475863 9.853900 5.555411 1.636543 10.576862 9.020253 9.420365 9.748232 11.704319 12.482920 11.588015 2.636543 9.106190 8.089819 8.534394 10.346925 9.495307 5.350794 10.253097 5.967466 7.702637 9.339587 6.104154 10.941185 10.556901 -1.363271 13.010705 12.416781 10.692848 9.906260 7.755490 10.599083 10.349935 11.662764 9.780926 TCGA-BP-4759 50 0 NA 2372 kidney stage i t1a nx m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 NA 2 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 3.468028e-08 0 -1.1844246 8.6859258 8.2270720 9.9659430 6.5637546 NA 10.3159050 5.9458745 NA 0.1083572 3.9448397 8.2100235 10.2349945 6.5771116 11.9754323 10.4265858 9.2749926 9.4539969 11.9784243 2.6229069 10.6401220 10.2744802 7.8155607 8.2143045 6.0347285 9.2882517 10.9066658 6.1731134 NA 10.0461819 9.5511170 2.5159899 4.3077345 8.2035785 9.7755629 NA 10.6696502 10.0688176 5.5704478 10.9595819 10.4791191 -1.1844246 10.1278767 5.2585038 10.8194302 10.3099166 10.0563524 NA 7.5570279 2.1375035 10.2816375 7.2993766 NA 10.6039938 NA 9.6284042 6.8544795 -1.1844246 4.7224496 9.4871020 8.1487165 -0.1844246 5.8155601 8.6531890 1.4005379 10.2148389 9.7247040 10.2212344 6.3701503 11.1553275 11.5530196 11.4311906 14.5570017 10.9751171 9.5280880 10.5841588 0.4005379 15.8293853 -0.1844246 8.0323070 9.9608563 4.2749921 8.2334136 9.2553919 7.2035780 2.2763180 11.2299820 8.1707358 -1.1844246 -1.1844246 1.1375035 9.8070828 4.4005243 8.4117508 7.7899757 10.1615205 6.7928410 6.2912941 14.1083499 6.5366606 7.6797468 9.5977403 7.5263678 10.9345248 8.7580756 10.9857990 8.7374018 11.7899756 NA 3.2078772 15.3395517 8.5160006 -1.1844246 11.9319050 7.8870232 9.7201957 5.0823492 8.8253897 7.7043042 10.3720670 7.6229157 3.8155652 8.7224517 9.2185729 0.4005379 9.0800036 8.7770107 9.1851584 11.0699991 9.1587468 11.4503494 9.2470586 10.7054452 9.6673101 10.5729510 8.3912513 1.6229304 0.4005379 10.8856820 9.1884261 9.0140060 9.9525521 9.6859258 6.2249529 14.6495876 8.8517347 11.7589915 9.0176848 8.3410820 10.2291889 3.6735451 6.5570286 11.7305066 10.3013903 10.2212344 6.7928410 11.2752385 11.2923072 8.4701972 9.4321099 11.2755048 2.6229069 9.4357992 2.7224442 1.9855004 NA NA 9.0682263 9.6042793 9.0963317 8.2729418 10.2651946 3.2749921 10.3238510 9.2831666 5.9030238 12.2352579 10.8585883 8.6828398 10.3139116 11.6423081 9.7199925 10.5620753 9.8211856 12.5342009 8.9842330 9.5090479 9.9929805 10.1233310 1.1375035 7.9448438 11.3166518 12.1175101 3.2749921 9.0897762 11.8063741 8.1862485 10.3643829 7.3233557 9.8211856 11.2948360 7.6859254 -1.1844246 NA 9.3134128 6.4521852 10.2667721 9.7971283 8.4773390 11.3011388 6.9345023 11.4286414 9.0870241 7.1687082 9.4108185 2.6229069 4.9030238 9.6460762 2.1375035 6.4594169 2.6229069 2.6229069 3.6735451 1.8155754 10.1992652 7.0916850 6.8599546 10.8486433 6.0881437 -0.1844246 3.5704508 10.6148426 10.9364468 11.4994328 10.9608564 10.8796301 10.4084851 8.7179362 8.4844459 5.9805692 10.3114160 11.4908565 9.7156731 10.5016237 1.4005379 0.8155754 10.0497797 8.3371616 9.0310941 10.3763715 9.8281855 7.6164606 13.4551278 14.0244050 1.6229304 11.0658594 7.7554925 11.6934203 10.3381426 2.7224442 0.8155754 NA 6.9293034 NA 10.5387953 7.6034639 8.4394424 8.8141514 11.7593578 7.1598572 9.1726620 2.7224442 NA 11.2793408 1.6229304 2.2750070 9.8448482 9.4639185 7.2790849 4.3391231 8.4042756 11.1862484 9.3634195 8.7813453 11.3471861 8.7842278 8.3134128 10.2678023 4.2805555 7.1818827 8.6966751 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 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 2 2 6 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.323268e-07 5.202042e-07 NA 10.1256749 9.0248618 10.0885096 6.6978808 5.5874580 9.1457613 7.8608592 -1.4568011 1.1753010 3.8284691 8.4649035 9.3145520 4.1280211 12.2389432 10.6681530 7.0309021 10.3386963 11.7418144 0.1280294 9.5260561 10.3100054 6.4378802 7.5117289 7.8399785 9.2119474 11.9911788 5.7427338 NA 9.9126597 10.0045418 3.0024865 3.1280294 8.2400300 9.3799018 5.0822214 10.4257055 9.4188119 4.6091521 10.5925707 11.7816165 NA 11.0562966 5.7718803 9.8790110 11.2319684 8.4885062 NA 7.7104807 2.0024865 9.6165347 8.1833074 1.3504407 10.8864508 3.1735912 8.4424194 7.6723454 NA 7.3568437 9.1985931 8.4634152 0.5430999 4.9524547 9.0705396 4.1869204 9.9294639 9.0947708 9.8151090 7.4708402 11.6382831 13.8047534 11.2262764 13.6449971 10.3632414 8.8249925 10.6024070 1.3504407 16.2035807 -1.4568011 8.4752770 10.8083845 4.3244218 7.8717371 7.5737297 8.2929317 2.6415229 11.2931413 8.0272608 0.1280294 NA 2.4499575 9.4848436 2.6305220 10.2101740 7.5289041 10.3592462 7.2743819 7.5117289 13.7631762 7.7549510 9.1869187 9.7730830 5.3504159 9.8589818 11.2626652 10.8194777 7.7766824 11.1308400 NA 7.4469443 15.3309650 11.9690651 -0.4569991 10.8731390 7.3012858 9.9808145 NA 8.7790768 7.7328872 10.5976667 6.7476331 3.7129919 9.0685832 9.3162016 1.7129919 8.1448331 8.1466888 9.3735777 10.3145520 11.7924722 11.5709840 9.8599096 10.3810845 9.3971516 9.9834126 8.3811947 3.0024865 0.1280294 9.9407372 8.6902673 8.1448331 10.7378193 10.0724931 1.5430504 13.7047455 -0.4569991 2.9353843 10.6245459 9.7136135 9.1559311 3.1869125 7.6826140 8.4972587 11.2849507 9.9561615 6.0666253 11.5668497 11.0456457 6.5709683 11.6488073 10.6522402 4.4972611 8.5302413 8.2658700 2.0024865 -1.4568011 NA 10.0273819 10.6745979 10.1072120 7.1687714 9.8046051 7.9460746 10.5196266 10.2495585 5.2979507 12.1110185 9.0339133 9.3145520 12.1309571 10.4785959 8.8901411 10.0349156 10.2035041 11.9435417 9.2251792 10.4749080 9.1678579 6.1129190 2.5430504 9.5493885 11.7109510 7.0079759 2.0024865 6.9513069 10.8901301 8.7742837 11.5534157 10.0513524 10.7076551 11.1848884 7.7957280 NA NA 10.6141896 7.6225475 10.6044337 10.3775335 8.7537339 10.7977958 6.4972595 10.5858504 9.0319068 8.9994169 10.3153770 3.0024865 3.6723461 10.0243574 NA 9.5486871 4.9181000 1.5430504 3.7525131 1.1280294 11.0225902 6.7476331 6.4195793 11.3480364 5.5694212 1.1280294 3.5430628 10.8912373 10.4076355 10.9937582 10.7500768 10.0101585 9.5146060 8.8016285 10.0084044 6.0722580 11.2510686 11.6227139 9.9164714 11.6563163 NA 0.8649686 10.4302831 9.3252416 8.8110195 10.6078052 9.0468883 7.7862363 13.3274928 15.1750210 0.5430999 12.3604459 9.0040302 10.6208796 10.4118851 NA 0.1280294 NA 7.1317767 NA 9.6010543 8.8180229 8.6384594 8.0228427 12.5117293 7.0065864 8.9309076 6.5983444 0.5430999 11.1167097 2.2435168 3.1869125 9.1355195 9.9834126 7.8468430 7.4257052 7.9482037 11.6548502 9.5895043 9.9624960 10.8840252 9.9267667 7.2607389 10.9324249 4.2979471 6.9860058 9.3767432 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 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 3 3 3 4 3 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 2.115497e-06 7.976465e-07 NA 11.1491981306 10.2010070789 8.8336114976 6.1706461687 9.7918843813 10.3455722393 7.6227363879 1.5856836680 5.0741114844 6.3757605986 8.1453799196 7.2003935121 7.2101745329 11.6970370955 9.3260269595 9.5350243414 9.5762607921 12.9473537036 4.8840996803 9.8524705208 9.5629639729 8.0396407048 8.6499778835 7.3582731719 9.1631127477 16.0118832520 7.5743687332 NA 10.9247917239 10.4016009235 2.4601658947 5.1092477138 9.2999296434 12.0086248083 5.8833642166 11.2589931262 8.1855970057 8.2438956266 11.8092835590 10.2686786025 0.0007211672 14.0924461501 4.8587021624 10.5025587499 10.3784743416 7.6409664649 4.2486486807 10.5045473025 3.8587071347 10.9465310811 7.4885616027 NA 10.2163212312 0.5857317330 10.8970122632 8.0505702608 2.7011719775 4.0007211672 9.0895098032 7.4601527859 1.3226781013 5.6731465092 10.2716008711 9.1364308379 9.2780089160 11.0344886604 3.5856836680 2.5856836680 10.3015659274 10.5861535473 9.0532894896 14.4917603764 9.2849672640 10.5964451875 9.7303422505 -0.9991346426 17.5475896178 6.4101121034 6.3844263232 10.0007215897 3.8080760893 7.2628164823 9.2651642364 6.2198906555 3.0728261104 11.1778295515 8.1323984482 6.2295398577 0.0007211672 2.7011719775 10.9790745185 0.0007211672 6.2953428346 8.9373594005 10.0928179125 4.3930385900 5.8587021624 14.4968575214 5.0881840085 8.2675081761 5.2861233861 7.7046250865 11.9554849253 7.9578234989 10.1241962887 9.4985734031 13.1357092861 0.0007211672 7.2438956266 13.9586850803 10.3372280616 2.4601658947 11.0038880603 8.4519326911 10.5748419333 2.4601658947 9.4975752440 7.6872223944 10.8944022467 6.0560046869 3.8080760893 7.8016217138 6.8399255850 4.2861270835 10.0423807293 10.3265891410 9.6400621471 10.2849672640 9.4498702252 11.3091856823 8.3293963188 11.2628163649 10.7375462466 10.3073529274 8.0044081309 1.8080966888 0.0007211672 10.8776221033 9.1743986781 9.6837424149 9.7269396671 8.9908255565 2.9076213760 14.5342641940 6.6731465092 9.0396404307 10.7067858230 5.0451152866 10.7672504070 3.2486562700 7.9225624016 11.4729046387 9.8532510666 10.9450675307 2.0007211672 10.8822140742 11.7318283822 6.8833642166 7.2628164823 11.3062133012 2.0007211672 10.1245649111 5.1706461687 3.1706461687 NA -0.9991346426 8.2003940025 11.8890842507 7.8803047230 9.0961184537 10.1212316076 3.3930454565 8.9894061379 6.5629643544 4.0451196562 12.8879421443 8.5203578130 6.4845377501 9.8161047831 11.4501281174 10.2405944684 10.2999295290 9.0133461249 13.3300273527 8.2838097517 8.7489143522 10.2283374715 7.7046250865 -0.9991346426 6.6373465124 10.6277993269 9.7769736539 5.9314585048 7.4808653122 10.3316383812 6.5321034072 9.7337368278 10.4122324729 9.8438574708 11.7252353613 11.2186792283 0.0007211672 NA 7.5553100189 3.9549221292 8.0478453519 11.1530063897 8.9751360437 9.6172703784 3.3226492621 12.7451591218 9.9851400531 7.9166008446 8.9950748868 1.3226781013 2.1706621905 6.0451152866 3.3930454565 4.3582766889 1.0007211672 2.8080760893 3.1706461687 4.1706461687 9.6924650351 3.4601527859 6.3405711701 9.4713803462 8.3670438185 1.0007211672 3.2486562700 12.1357894657 11.3338768529 11.5920100970 11.2319427078 11.3274318905 10.6517732171 7.3973263763 5.1504703177 7.1184687463 9.0600660335 8.3538684337 9.3124698226 10.1849769725 1.8080966888 NA 10.2040695371 9.5743687332 10.3784743416 8.6409664649 10.9996645062 9.5418181697 11.7123884847 11.1824949785 3.3930454565 10.4191012554 10.4839024170 11.4066607060 11.0977660286 NA 1.5856836680 NA 5.9432368449 0.5857317330 10.0782048577 6.1806312517 7.7252353613 10.7635188032 9.7106669779 5.7011608854 8.6837161018 1.5856836680 1.5856836680 9.8064653616 2.1706621905 3.9549221292 12.1970162810 7.7522655609 6.0668103577 7.1504682867 8.4290815492 11.5679646289 8.3908903383 7.1605925040 11.3579985992 9.1209594333 8.3538684337 8.7371236057 -0.9991346426 7.8048525110 7.1196622400 12.3911592060 0.0062481 0.0094491 0.6673400 0.0379240 0.0029133 0.0044411 0.6518500 -0.0029091 -0.1290100 -0.1201700 -0.1308300 -0.1208200 0.5693400 0.0047190 0.0044411 -0.6500600 -0.6618900 -0.6618900 -0.6564000 -0.6568700 0.6732600 0.0379240 -0.6630900 -0.0015243 0.0127950 -1.1655000 -0.0190810 -0.6531400 -0.6638300 0.000 0.000 0.000 0.000 0.624 0.624 0.000 -0.658 0.000 0.000 0.000 0.000 0.000 -0.644 -0.644 0.000 0.000 0.000 0.000 0.567 0.567 0.000 0.000 0.000 0.000 -0.661 0.667 0.000 0.000 1.209 0.000 -0.662 -0.662 -0.658 -0.658 0.000 0.560 0.000 0.000 -0.131 -0.131 0.000 0.000 0.000 0.000 0.624 0.624 0.000 -0.658 0.000 0.000 0.000 0.000 0.000 -0.644 -0.644 0.000 0.000 0.000 0.000 0.567 0.567 0.000 0.000 0.000 0.000 -0.661 0.667 0.000 0.000 1.209 0.000 -0.662 -0.662 -0.658 -0.658 0.000 0.560 0.000 0.000 -0.131 -0.131 8.014742 13.940989 5.858702 10.553391 5.443666 11.955463 2.907621 5.570578 10.280912 5.426986 12.727897 10.139025 10.983359 11.484522 5.915765 7.883365 10.051250 4.755609 8.388739 11.988341 6.539880 9.096092 11.126248 7.435349 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 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 5 1 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 3.468028e-08 0 NA 9.8765975 8.5595488 10.5006997 8.1478500 7.6658497 9.5327979 9.4415961 -1.4161921 0.3828332 2.2841291 8.1402066 9.8215082 4.3116194 12.3673129 10.1942643 9.5702538 10.4054746 11.1150822 -0.4163846 10.0167644 10.3069350 8.2910597 9.2374416 7.4965902 8.9434502 13.3882351 6.1535561 0.1686420 9.4260511 9.7258078 2.5837116 3.2275563 8.2876043 9.5218101 2.4905958 11.5532671 9.8416777 5.8410875 10.9190910 10.9486561 NA 9.7901046 7.2130575 10.1672537 10.5512872 8.9279966 NA 8.3650604 3.7931572 10.0939704 7.6088403 -0.4163846 10.9066654 2.3629467 8.4845373 7.3716033 NA 4.9587406 9.5494849 8.1984107 -0.4163846 6.6443971 9.0845427 3.9760153 9.6961403 9.3444206 11.5338920 7.4291908 12.9663727 14.1570520 11.5478610 13.5857685 11.2642800 8.9279966 9.8274697 2.9760153 16.2766362 NA 8.8185183 9.3707870 4.0431345 7.7283586 7.9213227 9.3217931 1.7679937 11.4606013 6.8123750 5.6497908 0.9056590 2.2841291 9.2130573 3.4905958 8.5581153 8.2347523 10.2684494 7.8965837 7.1611299 13.4722537 8.3302151 8.5276807 9.4046773 6.7385193 10.7025445 9.2454788 11.0601938 8.0410814 11.2490366 NA 3.7931572 15.4270084 9.8988503 0.5837116 12.0106206 7.1228590 9.3344076 5.5723865 7.6658497 8.1497547 10.4720635 7.2666957 4.6280970 9.0795557 9.5766391 2.0431345 8.2543569 8.8874814 8.9630790 10.8164214 10.3281141 11.9813807 9.8016584 10.0934757 9.2979461 10.6012051 8.2494098 4.4416827 1.7536045 10.4424588 8.8375481 9.4586820 10.4849447 10.0405684 2.0431345 13.9999704 8.8077024 12.9132868 9.1630166 9.8404991 9.2176042 4.4905894 6.0266452 10.6967917 11.0170253 9.4494341 7.3285349 11.3635883 11.0007621 9.0644908 10.4236917 10.7071755 4.8874814 8.9786350 3.2275563 1.9056205 -1.4161921 NA 8.6497900 8.8829086 10.2419121 7.6362686 9.0455074 5.1984116 8.6457467 7.6974430 6.1150811 11.6827197 10.0328494 9.9011134 11.5197865 10.7922399 9.3527120 10.1868634 9.5129591 11.7462494 9.3773040 11.0882714 9.3327321 8.7129836 4.1686661 8.7334479 12.0431323 8.9152559 3.6711688 8.5008638 11.6536539 8.5538067 11.3636252 8.8387293 10.3695618 10.7632989 6.4965902 0.1686420 NA 9.4883352 7.3813621 10.7400998 9.9695631 9.0634808 11.1235865 6.4724439 10.5375188 8.9641618 7.5232797 9.6935314 4.2275563 4.4416827 9.5907279 3.7129809 8.2401254 5.0914967 4.8084726 5.7623169 4.6060691 10.5273144 6.3974813 7.5780541 10.3860232 5.1228590 -1.4161921 3.4416827 10.5368058 10.4905913 10.7803028 10.6243329 10.1214044 10.8702584 9.0735487 9.2401256 5.3834347 11.7382024 11.2034622 9.9565658 11.0097033 1.9056205 NA 10.1028455 8.9324289 9.0172861 10.7140911 8.9803055 8.0141533 14.1982955 14.5783414 0.1686420 12.3625992 7.9853057 13.2121462 10.0845425 0.1686420 1.5837116 -1.4161921 7.4935937 -0.4163846 10.0240508 8.7486075 9.0523249 8.9268863 12.5416189 7.5465966 9.3001343 2.4905958 -1.4161921 10.9598261 2.9760153 2.3910528 9.8943135 9.8960164 8.0735284 6.4354502 7.7907147 11.3764910 9.7258078 9.8615693 11.3198912 9.4875826 8.4401262 10.1896431 3.6838424 6.6171236 8.8909014 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 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 5 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 3.468028e-08 0 1.8527580 9.8714295 8.6486251 10.8156616 8.5454781 1.2677755 8.9740113 8.4622151 NA 1.0018743 4.0403927 8.8121237 9.3167440 4.7052094 12.4697229 11.0362632 7.6312076 10.7176397 10.3280488 -1.3172469 9.1616103 9.9044278 7.5532053 8.2864672 6.5283306 9.4477123 13.2233925 6.9589656 NA 8.8763659 9.7788968 2.4901850 4.6601186 9.0002533 8.6828408 -0.3172469 9.8977668 9.4352212 3.6370421 10.5267617 9.7010408 -0.3172469 9.9791834 6.1091056 10.0215770 11.1054311 7.4510248 0.6828429 8.1299238 3.3266955 9.3798083 7.9957236 0.2678354 10.0398427 1.8527580 9.5900168 7.5987203 1.4902107 7.1091056 8.7848164 7.8995865 NA 4.8527679 8.3212765 6.8726650 9.6722351 9.6180057 10.2369498 6.6884657 11.2673241 14.4884082 10.9065408 13.9395654 11.6013313 8.5987199 11.1417599 NA 15.1819080 NA 8.8351254 9.0837200 4.4377271 7.7649897 7.8427118 8.8389237 2.0047531 11.5173117 7.5194279 2.6828429 2.3832757 4.5408208 8.4642002 1.8527580 9.0578802 7.7569819 10.3671510 8.1545159 6.2975509 12.3642987 8.8477477 9.3867441 8.9295812 7.7435365 10.7214408 7.8274990 11.1699270 8.5957300 10.6043097 NA 7.9068425 15.9538566 9.6715253 5.7381220 10.9340272 6.7272343 9.5493469 1.8527580 8.0070211 8.2640414 10.5224381 6.9911794 3.8922939 9.3085495 9.8294093 3.8527679 8.2808932 8.8677161 8.7742761 10.9580922 9.6046816 12.1678083 9.9854797 9.4276745 8.8017817 10.0176725 8.2653403 3.2678054 0.2678354 10.1681669 8.1319891 9.8424156 9.9200506 9.5882276 2.5897395 14.1991563 4.5654814 10.7135078 8.9414068 9.3347893 8.5957300 3.3832757 4.9307704 12.0340560 11.1794448 9.2536452 5.8121234 12.3830365 10.8932076 7.2864672 10.2005101 10.7995095 5.0226918 9.5521492 4.7052094 2.9307752 NA NA 9.8922940 8.5972257 9.8306816 8.6355821 9.3254971 4.1746940 9.2034594 6.0491624 4.9496283 11.8003215 9.8929031 9.3284990 11.2984703 10.1866664 8.6500669 10.8803646 9.6304776 10.8956410 9.6157935 11.2164138 9.9659290 5.8922939 2.2678054 7.9543039 11.9731476 10.8396348 9.1257841 8.2867453 11.9639013 8.4966217 11.6353999 9.3266969 9.9098548 10.1427846 7.1174686 1.4902107 NA 8.4393971 7.1216330 10.4026573 9.2975505 8.9496271 11.5580141 7.2564880 10.0918338 9.2640412 8.2621564 9.7880945 0.6828429 4.7272343 9.8916847 1.6828429 10.2117831 2.2678054 1.4902107 5.4901946 1.2677755 11.3632002 7.1174686 6.1091056 11.0332274 6.3914412 -0.3172469 2.1422827 9.9134617 10.3867442 10.8521394 10.8980703 9.9188549 10.3176517 9.3374767 8.5553154 6.2657726 11.3726203 10.7469098 10.1786957 11.2115390 1.8527580 1.0047531 9.5708228 9.5415989 9.3649573 11.0786425 8.3640790 7.4740036 12.9556162 15.0910045 5.9116604 11.7813663 8.2210878 12.1652705 9.5616580 1.8527580 0.2678354 -0.3172469 6.8874119 0.6828429 10.2431735 8.0794453 8.8540175 8.2161706 12.2268391 7.5715843 9.4994644 2.7703005 1.2677755 11.3983737 3.8527679 2.7703005 8.8198317 9.5844618 8.0469755 8.9343231 7.7965828 10.8555807 8.9934536 9.4402307 11.2088508 10.8243092 9.0805154 10.6057966 4.1091014 6.7489294 9.3030606 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 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 5 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 7 0 0 0 0 3.468028e-08 0 -1.64746744 10.23150273 9.22689839 10.51539156 7.64960181 2.35267379 9.75676262 9.07855433 -0.64724147 2.73673474 4.95259915 8.38335265 10.56366114 8.19660655 11.89087440 10.84528978 9.82385267 11.01713279 11.78483586 4.23532881 8.93952515 10.19070757 7.97107101 7.75569745 7.21066647 9.14791338 11.89232901 7.47680695 -1.64746744 10.08570083 10.14181159 2.52260821 5.50253429 8.54374487 9.54065599 NA 9.81057935 9.14384848 5.02511298 10.52948199 10.04834873 NA 8.82841896 4.98204439 10.76472599 11.91480865 9.75409831 NA 8.06864770 3.05312872 9.62298085 8.19817539 NA 10.65981514 2.68681424 8.52010358 8.24750318 -0.64724147 6.69698143 9.45005918 8.24901767 -0.06235429 6.50750290 8.69587136 9.24522824 9.58270596 10.46251618 10.43116996 4.21066940 10.79663133 13.95198818 11.47097773 14.03976040 10.91492795 8.93858691 9.68360242 2.44015491 16.19609220 NA 8.75035996 8.71682015 5.12087030 7.33852782 7.72555031 7.48967699 2.16211334 11.84403757 7.65642057 NA 0.93764571 1.67459624 9.51003245 2.44015491 7.84453881 7.91873923 10.43516726 6.89571705 7.34420712 13.27294529 8.04093571 9.12747259 9.18636635 6.48196891 10.75940338 8.07378489 10.64241620 8.05831812 11.07314354 NA 3.44015491 14.95230781 9.76525526 -1.64746744 11.93188357 8.15842943 9.97885086 4.37505334 7.67235745 7.98386235 10.84002310 7.12087030 3.48197053 8.81314145 9.26332813 -1.64746744 8.31702634 8.35550042 9.88016251 10.73611979 10.44047979 11.80890515 10.07164644 10.22189375 9.54682676 10.40627198 9.03800371 1.35270204 2.35267379 10.11174145 9.11506759 9.58943524 10.82486863 10.07463909 6.42414781 14.03026750 6.95631226 12.49479255 10.10924184 9.27749803 8.76737076 3.99654241 6.63345591 11.00776896 11.01067377 9.98931005 5.12087030 12.09605888 11.56776342 9.14140392 10.46055644 10.84754106 2.52260821 9.01745262 3.21066940 0.93764571 -1.64746744 NA 8.88601507 10.55786783 9.77317218 7.83448496 9.41979041 9.57306374 9.75889043 6.10757280 5.52261135 12.52495671 10.07975503 9.24826086 11.47097773 10.85477140 9.45024356 10.06778955 10.21996420 11.29171365 9.10422945 10.98021935 9.57003745 12.32611381 1.35270204 8.41067733 11.54898023 9.39209800 5.80389604 8.10909149 11.68751741 9.13240487 11.48357774 9.02952411 10.46935437 11.01201249 6.57185425 -0.06235429 -1.64746744 9.47292332 7.37505334 10.55847878 8.95166851 9.13158408 11.17625177 8.19503601 10.57328145 9.10924171 7.11423687 10.19267662 2.52260821 3.90727526 9.51759243 3.25957380 8.88601507 4.48197053 6.91873923 3.84453630 2.05311134 11.02776041 6.55725690 6.25355254 9.42946763 6.30699857 -1.64746744 5.31846870 10.44379021 10.73314653 11.19817557 11.43516721 11.42263868 11.36058875 8.83750841 8.24598711 5.13627343 10.96578428 12.38559217 9.96693524 11.52167095 -1.64746744 0.67464143 9.73800863 8.83549337 9.16245352 10.45826664 9.53445891 8.16646691 14.02508321 15.39587302 1.93764571 11.60682834 8.59887990 12.16506338 9.71353258 -0.64724147 1.35270204 -1.64746744 7.23838181 NA 11.30162394 8.53632105 9.65988621 9.65189356 12.10955449 8.44544283 8.76050573 4.05312872 -0.06235429 10.99247841 3.21066940 3.39707733 9.38473131 9.73260534 8.00553024 4.76207769 7.27452632 11.52963777 9.91397349 9.60001974 11.06564232 9.71736729 7.99654184 10.87232174 5.04449904 7.84453881 9.35971267 9.68695883 0.52533000 0.00051762 0.01080500 -0.00601420 0.06846900 -0.00695630 -0.00114570 -0.02618000 -0.01619100 -0.01619100 -0.01619100 -0.05243200 -0.00419150 -0.00419150 0.00051762 0.00343170 -0.56547000 -0.56547000 -0.56547000 0.01080500 0.01080500 -0.00601420 0.00287870 -0.00114570 -0.00405310 -0.00405310 -0.01481500 -0.56119000 0.00018909 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.510 0.000 0.000 -0.565 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.510 0.000 0.000 -0.565 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 6 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.17913e-06 3.468028e-07 -1.7568184 10.4341427 9.9269554 10.6996946 7.1914511 3.7976771 10.5192079 5.4024493 NA 0.1070182 5.1010659 8.3292196 10.1057208 8.1855980 11.8955924 10.8849095 10.5945749 11.0215713 11.6874513 4.6524750 9.9322078 10.3424313 8.2696069 8.5728798 6.7798362 9.0334321 10.0512432 5.6354003 -1.7568184 10.1295422 10.3877417 2.4910065 5.5652834 7.6672499 9.7183102 -1.7568184 10.9750389 8.9599029 3.5650122 10.4725031 10.5884888 NA 9.9942090 8.5571003 10.2189314 10.8043715 9.7344356 -0.7568184 7.8706175 2.4910065 10.2027232 7.9137397 -1.7568184 10.6921443 3.0011717 9.3932433 7.9012947 0.5650122 6.4670854 9.8513383 9.0170470 -1.7568184 6.4029541 8.9811757 2.7666376 9.3548713 10.7988709 10.8619278 6.1196010 12.3539362 14.4984072 11.0139538 13.4622142 10.8708453 8.3659116 10.6031075 3.5650122 15.6673810 NA 8.4755044 9.9426560 4.6006325 7.8411360 8.1057210 5.2430826 2.3407047 11.4843218 6.6130292 -0.7568184 0.8280628 5.4329093 9.4390708 4.1499747 7.5851579 8.1678958 10.5669826 6.3568252 6.9084190 13.3910436 7.8941350 9.2626742 8.8299231 9.2203633 10.7674709 7.3091725 10.5848802 8.3659116 11.9050842 -0.7568184 3.1010617 13.7955424 10.2830306 NA 12.3930687 8.1241973 9.5250135 2.8869403 9.0496332 7.8336706 11.6275974 7.5491455 4.0244438 9.4598293 9.3762257 -1.7568184 7.9794852 8.8485629 10.3295515 10.1863308 10.4467374 12.1550278 9.8195678 10.2149862 9.6083123 10.2292810 8.6396670 -0.1720184 5.7822434 10.0712199 9.3457153 9.8551041 10.5253031 10.5399997 5.9641837 13.1506314 10.3918778 12.4632350 10.2406158 10.1499740 8.7258914 3.7666482 7.2902078 10.8957044 11.1806412 10.6836931 7.1439505 11.9221831 10.5901511 8.3839133 10.1544755 10.3975851 2.2430902 9.2613740 5.3723671 2.4129983 NA NA 9.4409144 8.9128543 9.2929319 7.9330816 9.5819089 7.2289254 9.1492225 4.6860242 5.9912769 12.0459027 10.5539802 9.4335256 11.2553588 11.4061041 8.7550141 10.1760364 10.1723419 11.3832742 9.1363850 10.9965091 10.1969162 11.5952648 0.8280628 8.4814883 10.6410255 11.2291779 1.9435088 9.5958165 11.3047922 9.0029717 11.1285892 8.3078260 10.1749291 10.9048616 6.8280463 2.9435276 0.5650122 8.8697052 7.6714434 9.9212434 9.8914411 8.7928680 10.7114529 8.0728063 10.7391458 8.8687923 7.7066079 10.1749291 2.2430902 5.0112675 9.3365010 2.7025246 7.1826625 4.8577919 2.4129983 2.8869403 -0.1720184 10.9534594 7.1041699 5.9504428 9.5823044 5.7179259 0.2430597 4.4910129 11.2324780 10.0342464 11.2730608 11.5541222 11.3253988 11.6564469 8.5145464 10.2685622 6.9758617 10.4758041 11.1647385 9.4098742 11.4972263 0.2430597 1.9435088 10.0991199 8.5063528 8.4439820 10.4537548 8.8660505 7.1708614 13.3607266 14.6519771 1.0504669 10.4853644 7.2711548 12.2508991 10.2157007 NA -1.7568184 NA 8.0979520 NA 11.0080255 8.9287085 8.6181230 9.8038939 11.5397129 8.1619466 8.8870119 4.3091762 0.8280628 11.3432530 0.5650122 3.2430902 9.4155109 9.8628450 8.1196005 5.0244438 7.7066079 11.4581614 10.4841729 10.7914237 10.5795900 9.5043205 7.9912764 10.1863308 5.4783312 7.9929531 9.1264905 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 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 2 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.421892e-06 5.895648e-07 -0.61860587 10.67246220 10.00608690 10.03324004 7.68507253 8.61011019 10.62803208 7.26591973 NA 2.53672434 5.91267381 8.71220851 8.89896077 8.72114158 11.62357244 10.10537899 11.19085865 10.99623132 11.93035414 4.98120421 8.13450846 10.06691635 7.46344018 8.97000606 7.46165624 9.43114007 11.42636855 7.52339886 0.38128337 10.38164363 9.79333198 0.70318931 5.48992180 9.02514759 9.70434617 1.55119607 10.25665688 7.68278747 13.03570375 10.45308900 10.40365928 NA 9.64044632 3.33548326 11.14678478 10.51539688 9.14201156 NA 7.71668161 2.46876576 9.87514696 8.18542257 -1.61882740 9.73100941 3.14681812 9.57814565 7.58830613 0.70318931 8.17733133 9.14699194 8.77789637 2.62921672 5.78217002 8.52084297 1.38128337 9.26546198 10.76364536 7.97187861 5.14947481 12.48172881 12.87720895 9.70772097 14.13816050 10.73305889 8.90092777 9.90827972 -0.61860587 15.95716307 NA 7.80125180 9.14034743 4.73884348 7.77146042 9.00700035 3.70322254 2.73037911 11.13743077 9.08348145 NA 4.08173161 -1.61882740 9.96202116 2.18865412 8.17895311 8.45677084 10.47206550 3.28818135 7.05724880 13.14128367 7.66437973 8.79068245 9.49958363 8.97000606 11.11032800 6.33548862 9.85347456 8.73001968 11.14574845 NA 7.45810717 13.48920326 9.51121836 0.38128337 12.19657471 7.75633081 9.52786011 4.40365630 6.45275356 7.18864621 11.19487231 8.74979804 4.21417922 9.64514755 9.55746466 -1.61882740 8.37705866 7.92238817 9.26317012 10.79940759 10.33257625 12.05024071 9.24625131 9.89353817 10.03950294 9.56988029 8.65308116 0.96628279 -0.03371721 10.53421007 8.26546221 9.91850013 10.26010872 9.96155012 3.93588401 14.05476621 10.38199580 12.68428732 9.96531447 10.44569743 9.33257614 3.70322254 7.17895261 10.67476314 11.43148026 10.46344049 6.72558712 11.54158206 10.81982343 8.15607852 8.08173108 11.25049977 -0.61860587 8.79616683 2.08171457 1.18865412 0.38128337 -1.61882740 9.96343352 11.07063432 8.55371914 7.99784054 9.21539103 4.48981907 9.40712306 5.61969765 5.86510719 11.56523696 10.52052302 9.26851206 11.24179652 11.87614706 8.74707819 10.27041518 10.33184739 11.34905809 8.93396058 11.09188274 10.24150940 5.72114021 2.90485014 8.28517331 10.88462036 11.84173970 5.08173161 9.41295825 11.42089599 8.52849631 11.04284690 4.87314385 9.54494126 10.73443833 7.29418052 -0.03371721 0.70318931 8.66784920 7.59561033 9.66553721 9.29492901 8.39949156 10.93179783 5.84889581 11.19585993 8.44063583 8.70884421 10.24276611 -0.61860587 5.26393581 8.11600131 -0.03371721 4.79068343 -0.03371721 -0.61860587 3.93588401 -0.61860587 10.80440743 5.79914431 5.43657497 10.19635045 6.68246796 -0.61860587 4.21417922 11.20406146 10.67763420 11.96953765 11.55168606 11.84749545 10.80781833 8.34851793 9.65182039 6.93449881 9.83661864 10.64719946 9.44401227 10.85677161 NA 2.77361662 9.88213343 9.56492685 8.99139344 10.49893455 9.29043454 6.87314508 14.10124175 12.61865084 3.80756101 9.92287217 5.67848324 14.12686078 9.88958153 -1.61882740 -0.03371721 NA 7.86107201 NA 9.18806656 8.77468198 8.86611423 9.73001968 11.35552680 7.10921219 9.20039278 3.18865412 0.70318931 11.49177480 2.77361662 1.38128337 9.59682448 9.64632037 6.99600113 3.18865412 8.63513911 11.09489278 9.67361313 10.30980987 11.10516570 10.56663157 6.27610951 10.67935403 5.42863487 8.66206233 8.93875509 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 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 NA 5 1 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 -0.386279772 10.312879439 8.802329594 10.259399259 6.832908997 9.199642411 9.614445203 9.956826684 -0.386279772 -1.147521676 3.658131490 8.470166301 9.742379674 6.064951812 12.026443006 10.728784537 6.908361395 9.821975148 12.207715480 1.935686035 10.250818547 10.491791780 5.556254663 8.718339705 10.092510461 9.330560417 12.908648748 6.783666181 NA 10.344635456 10.190697570 4.567934786 3.421613801 8.998524710 9.261199345 4.314181703 9.767926039 10.411807547 4.137306779 10.339958980 11.119800466 -1.386091221 10.417871919 7.973490166 10.013552844 11.622169491 9.560647136 -1.386091221 7.773612003 1.613720228 9.847360578 7.610920004 3.823199075 11.024208086 0.003314389 8.756613696 7.701203867 -1.386091221 5.471720730 9.092510593 8.446630918 0.613720228 4.496385649 8.686543247 2.073168989 9.971842552 9.470166301 10.504385121 7.616556195 10.732029850 14.542189835 10.778333604 13.572021678 10.934823345 8.510073408 11.095540296 0.613720228 15.688310934 NA 8.645786666 9.400827148 5.006060099 7.698549104 8.162562528 7.010345712 2.701194161 11.363819702 7.953546370 NA 0.935686035 3.137306779 9.610214299 0.198745582 9.179794914 7.793650125 10.245372655 8.253985958 6.818312466 13.068489962 7.351833243 9.037907102 9.538553295 6.502483368 9.849581654 10.459230877 10.832001344 8.111592669 11.238993103 NA 6.048369165 15.438823863 10.771403549 0.613720228 10.279520860 8.185493438 10.544108605 -0.386279772 8.678483592 7.990951458 10.750411635 7.069068400 2.613743798 9.015687118 9.175028764 0.613720228 9.878769781 8.988780390 9.634026337 9.965784285 11.194941426 11.258559262 10.049931842 10.976780476 9.580967208 10.454125399 8.390058869 7.391818404 0.613720228 9.630549083 8.125493546 8.257597160 10.720630921 10.110095407 0.198745582 13.344529384 3.471720730 3.935667179 10.571568456 9.145122329 9.116572695 2.198714156 7.141218186 7.706498090 11.079052177 10.321099998 6.550378947 11.593626884 10.937358591 5.602424217 11.492558141 10.740445362 4.567934786 8.685203269 8.500961352 3.935667179 0.613720228 NA 10.404496575 11.701866535 10.393049855 7.896829465 10.003404488 9.596734485 10.101078532 10.486415725 5.406597892 12.009944231 9.336548289 9.111592669 11.847060949 10.770771905 9.021985726 10.053052264 9.841356773 11.661716782 9.488722259 9.662908656 10.277743620 8.317644602 1.935686035 9.719649441 12.010479397 9.070721517 0.935686035 6.699611318 10.680166448 9.029482702 11.458446602 9.470944335 10.495237253 11.266361808 7.813413097 -0.386279772 NA 10.629155867 7.493323895 10.530739903 9.800474145 8.491791780 11.029746607 7.573742607 10.846386595 8.812185971 8.253985958 10.485261073 3.198698442 4.105594276 9.968541236 NA 7.969091764 2.520623395 4.368628682 4.613743798 2.073168989 10.626714544 7.324546913 6.885203394 10.326211943 6.950604885 0.613720228 5.433920884 11.052532730 10.548537483 11.403681965 11.116821206 10.644408005 9.987149871 9.410591692 8.689153066 5.619366055 10.487184946 11.277298967 9.762852893 11.708973021 NA -0.386279772 10.415449186 8.562108072 8.446630918 10.829913761 9.879941735 7.562108072 13.878366717 14.978748715 1.198682729 12.299475178 9.611442602 11.272844832 10.248098112 0.198745582 0.198745582 NA 7.338255033 NA 9.658817894 8.217367417 9.324547363 8.711772957 12.990883599 7.658135061 8.837416953 9.933977248 0.613720228 10.897118633 3.471720730 3.314174451 9.326267905 10.142195021 8.284397069 9.519879761 8.409780411 11.398784568 9.675787004 9.406531143 10.879648874 9.817088863 7.885204004 11.061598954 5.070380740 7.443463270 8.884036167 10.087953778 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 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 5 0 0 0 0 0 0 1.560613e-06 5.202042e-07 -0.49553215 9.72782858 8.93069506 11.36551709 7.19791747 0.82635527 11.08209501 11.21580465 -0.49553215 3.96909522 2.41131777 8.86198234 9.33811104 6.85757674 13.03355567 10.90717580 6.62855198 9.96078463 12.22210662 -0.49553215 8.00626716 10.96181105 7.67935553 10.14963828 9.10805655 9.35305307 13.52467227 4.82636035 -0.49553215 9.85978122 9.05805939 6.75709527 5.51565884 9.41881526 10.21135783 6.72843211 10.87702318 9.55631886 0.82635527 12.54189133 9.86527720 NA 13.79102404 1.67437025 10.16264170 11.77968173 12.00751054 NA 9.87293662 4.02799443 11.06285087 7.61295472 4.82636035 10.00373293 -1.49573556 9.31660760 8.19791698 -1.49573556 1.96384400 9.91010347 9.28497004 NA 6.10434295 9.24505421 8.97305414 9.60377802 7.95357896 9.11176062 7.36861646 8.36547034 12.31409785 10.95228828 13.89473351 11.78766325 10.17950508 9.71510161 -1.49573556 15.76474332 NA 9.96642109 11.18060763 5.24589872 7.77355662 7.10434295 11.21996324 2.52413892 11.19158714 7.46243193 0.08936255 -0.49553215 2.50444243 9.35773981 2.89675622 9.16798834 7.49027248 10.35383525 11.07736719 7.87511777 13.15076387 6.75235790 8.45571476 11.77238728 7.98622945 8.62522519 8.40529679 10.72420371 8.64653711 11.25513718 -0.49553215 9.87184488 13.32884204 9.42998454 -0.49553215 7.96795477 7.75945881 10.58024358 0.50446785 9.16353421 8.27756917 11.88150510 7.19093086 7.77822566 8.34835106 9.63113467 1.50441700 10.16085504 9.88489123 9.20573657 9.92649496 10.48135223 11.88313011 10.65893185 11.71342656 10.18214987 11.12097900 9.52866957 10.16487186 -0.49553215 10.35851934 8.68309497 9.19795211 10.28660939 10.11129806 NA 14.36197387 0.08936255 5.49311570 9.40454234 6.36241203 9.67810730 6.33097781 5.41132116 8.61033871 9.43664492 11.22339111 2.67434765 10.77557514 11.71220713 8.22381879 7.27921683 10.93148111 9.42775763 9.44588124 NA 5.31178645 NA NA 8.31500189 1.50441700 10.40076259 8.57589241 11.15660967 5.51565884 6.68433907 9.95357882 4.48171226 12.81191562 9.14557888 8.78983226 9.56512608 12.22819778 10.53819728 10.74014529 9.84205203 12.35559361 10.53233615 7.22552945 8.75472853 1.50441700 4.08939645 8.30371181 11.20660287 9.34222360 7.71144466 8.05209577 10.59288717 7.79444901 10.07143555 1.31179372 10.29437136 11.45407454 9.80821095 -0.49553215 0.82635527 12.36512920 5.39924630 9.63628711 9.13378672 9.69178225 10.96872064 1.67437025 11.36021166 9.75591255 9.57253672 10.58391495 3.59189480 5.43516851 9.12831170 -1.49573556 2.41131777 0.82635527 4.05901776 4.33731861 4.17685730 9.73024017 3.75235255 9.67372884 12.00244790 6.68985125 2.41131777 4.17685730 10.65354214 11.18917878 11.18391031 10.94503987 11.35695969 8.62596376 8.55155408 5.23900462 5.69089196 12.23786927 10.52714474 9.73204614 10.46298285 6.23234993 NA 11.17176352 8.69301888 10.10527225 11.41825458 10.52575726 7.25597463 12.77924509 14.44355022 6.92228230 10.36202248 9.46861223 10.48635418 8.91382110 -1.49573556 2.41131777 NA 7.56512646 0.08936255 8.57320863 7.13378646 9.37787423 8.92544317 12.67435518 8.83870348 8.47733814 5.95564061 -0.49553215 10.95538365 6.62855198 5.13378544 11.30229431 8.84983542 7.36861646 5.08939222 7.25262286 11.65592247 9.68992514 7.23235089 10.26140341 9.44841018 10.70010996 11.83506701 3.67516104 7.79905103 8.40378708 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 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 6.242451e-07 3.121225e-07 0.1355349 11.1147201 9.8736254 9.9562440 8.7745723 NA 10.3862264 8.0517511 0.1355349 3.2432273 6.0263043 7.9450335 10.1151965 8.5149117 12.4956487 10.7523883 8.4438722 10.7192428 12.3135755 4.9256102 11.0882745 10.6469565 10.3004401 9.4085516 8.8970843 9.1156729 14.2045353 6.1652809 0.5506052 10.5367682 10.1166247 5.4930837 6.6852534 8.7254965 10.0278229 3.9428898 12.5257917 9.2396952 9.5428009 10.3587304 12.2717767 0.1355349 9.5603993 5.0424255 9.5491611 10.7053888 9.7072858 NA 8.4960145 4.1355349 11.4520033 7.7003176 0.1355349 10.4883859 1.9024981 8.7913619 8.1070769 -0.4494933 6.1579007 10.7091803 9.2396952 3.1944338 7.0974654 9.6630103 3.8724939 9.0474244 10.4960145 8.1707904 4.7984964 10.8981560 10.1790162 10.7496295 13.0253540 11.5791675 8.5406748 9.9261532 2.6380275 14.5328290 -1.4492963 7.9557121 8.3514706 5.7502420 7.4514378 7.7769830 7.0897291 2.5720408 11.3457986 9.2939829 -1.4492963 1.3579461 3.1944338 10.0399169 2.2510222 8.7115386 8.4589635 10.1930738 6.1280005 7.7254965 13.0801842 7.1430280 9.2869726 9.1355331 8.6433277 10.5903328 8.1089912 10.7186159 8.1298868 11.1710196 0.1355349 7.2818902 14.2941692 9.8691135 -1.4492963 10.6416754 9.2034155 10.2523103 5.4332132 8.0583652 7.9997193 11.1726225 8.0017820 6.6273865 8.0384109 8.4438722 0.8724742 6.7841899 8.8543514 10.1625176 9.8998519 10.2348810 11.6233582 9.2114579 11.3193753 9.8526384 10.7204957 9.1494606 2.7204974 3.1944338 10.0074384 9.4332138 8.3693448 10.3814820 10.1803826 5.4209371 13.5947940 5.1799290 12.0401678 9.4186215 9.5784767 9.8520669 5.6380333 7.0343863 10.5349891 10.7987948 9.9498486 8.6153133 11.1950647 10.8831668 9.0504165 9.7223729 10.5174366 3.0100100 9.6087248 0.8724742 2.3579179 0.5506052 -1.4492963 10.6472858 10.9517169 9.9578384 7.8634535 9.4131538 6.3054580 8.8959760 6.8859611 6.5070921 11.6481091 8.9157996 8.5547910 10.5645912 11.7407040 8.9290823 9.9986870 9.8325007 11.2928801 9.3506617 9.1166247 9.7286131 9.9461047 4.9081212 8.4634602 10.9768355 5.1784677 0.8724742 8.0956898 10.9880627 8.3991937 10.9461048 7.1689559 10.3719461 11.1755945 7.8243663 1.7204974 NA 8.1944269 7.5561949 10.2136840 10.6287215 8.4679430 10.7220603 6.2370703 11.1457209 9.3555084 7.2920381 10.4960145 2.6380275 4.0424255 8.5235506 2.7985068 6.4270882 4.0100010 3.1355349 4.0424255 2.4574630 10.4366483 6.0100032 7.1762799 10.2873954 6.6824272 2.0099920 5.6380333 11.4895989 10.5040396 11.6862800 11.5105726 11.8537806 10.8708071 8.9684232 9.7763806 7.0941051 10.3183414 10.8126656 9.5784767 11.9194863 1.3579461 0.5506052 10.6955475 7.4544523 8.3850418 11.0022970 10.0105145 7.7154775 12.4853673 13.5392554 -0.4494933 10.5687709 7.7012066 13.0379083 10.6186771 1.3579461 1.7204974 NA 8.0343863 -0.4494933 10.0941439 7.9684232 9.4139826 10.6010996 11.3494474 9.3245341 8.9598238 4.5729382 1.5505560 10.6821061 2.6380275 4.2510070 9.6952290 10.0130729 7.5018555 6.6004199 8.2052068 11.5156335 9.9288655 9.6153135 10.9385879 9.8785779 8.7229981 10.7003178 5.3211344 7.9450335 8.9321137 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 female 2005 1885 NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 2 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.109769e-06 5.548845e-07 -1.4615612 9.4333666 9.4333666 9.8955507 7.9500595 -1.4615612 10.2342120 5.5120467 -1.4615612 1.2977197 5.1235131 8.3918583 10.9100531 8.8993959 11.7754598 10.8216370 9.0806132 10.9303266 12.5213641 6.0854438 10.6684756 10.4865509 8.2021067 7.7209433 6.9265664 8.6392112 9.7192971 6.7134745 -1.4615612 10.8018180 10.0408833 3.5385506 5.3071298 8.0364006 9.7988802 1.3459073 10.7507411 9.1633443 2.7864709 10.3442926 9.6240212 -1.4615612 9.9026834 2.6260185 10.5678359 10.7224942 11.0672470 -1.4615612 7.6652535 1.7084521 10.4211917 7.4985509 -1.4615612 10.7052861 -1.4615612 9.0257960 7.7209433 0.5385382 5.4454387 9.7065939 8.6405244 0.1235338 6.6882965 9.1918686 4.3714404 9.4196628 10.9760407 9.6889308 6.8961011 10.1556672 15.1334419 11.1992132 14.3070432 11.1967602 8.7524429 10.7391409 1.1235338 16.2214542 0.1235338 8.7685691 9.5300705 5.1084032 6.9222526 8.4883756 6.3067325 2.6579143 11.2594342 8.8017944 8.5678359 -0.4613625 3.5829413 9.9669089 4.3965294 8.0988817 8.2545109 10.3583287 6.0542494 7.2038844 13.8252869 6.9265664 8.4912899 8.8536982 7.3777528 10.1903942 7.3362102 10.5747224 8.2407212 11.3217516 NA 2.7084742 14.7630780 8.8018180 NA 11.3934171 9.1412476 10.4655859 1.8604861 7.8672237 8.0122547 11.7215637 7.0581844 3.4454354 9.1624301 8.5028895 -1.4615612 8.5883972 8.9103252 9.9882133 9.8117614 10.2532235 10.8749492 9.7240436 10.9181978 9.7140983 10.3662883 9.2233412 1.1235338 -1.4615612 9.5483773 9.0453520 9.6266744 10.2281099 9.8587851 6.0777066 13.7785201 10.0767376 13.7479259 10.0926579 8.5733476 9.2389884 4.2389855 6.8100112 10.4847239 10.6668653 10.1760793 5.7084742 12.1474746 10.8677844 8.8772851 9.6378966 10.8035776 1.5385382 9.2026849 3.7084742 2.7084742 0.8604464 -0.4613625 9.2639149 10.4521861 9.3627118 8.2715639 10.1466002 6.3459037 9.8041638 6.1235110 5.8423302 12.3131299 10.6002574 8.6971584 11.1945266 10.9786393 9.2094617 10.1724521 9.9356885 11.6936832 8.9574556 10.0178238 9.4004111 9.5553570 3.5829413 8.1806004 10.9822693 12.2143195 3.9979788 9.1753909 11.4589016 9.0921781 10.5640344 8.5774677 10.5808920 11.4133380 6.9773406 -1.4615612 0.1235338 8.5965405 6.9436905 10.2493551 9.4670671 8.7320741 10.7555977 9.6568410 10.9589748 9.1769847 7.1642573 9.9600877 2.3459073 4.6678297 10.0547412 3.2934293 6.7034551 4.6470727 2.5385382 4.0303979 -0.4613625 10.4473166 8.1272634 7.4603895 10.5153025 5.6975125 0.5385382 6.3523295 10.8894879 10.6863896 11.4836267 10.9482048 12.1240981 10.4648447 8.0503014 8.4316986 6.3633796 10.7209430 12.2578306 9.9595615 11.5501254 0.5385382 -1.4615612 9.9125014 8.6046377 9.1760794 10.1999482 10.2184685 7.6180338 13.9442220 14.8057194 3.4927505 11.2320357 8.0232304 11.2324712 9.7619471 0.1235338 0.5385382 NA 7.4394154 -1.4615612 10.7044041 7.7864761 9.3491204 10.1578517 12.2641280 8.5539637 8.7729110 6.1310050 -1.4615612 10.9500597 -1.4615612 1.3459073 9.7929869 9.5036115 7.9092361 4.9979788 7.9458166 11.4918358 9.6026178 9.1431020 10.6190332 9.4414513 8.3539319 10.5093736 4.4758955 7.5965401 9.1253884 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 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 6 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.17913e-06 4.508437e-07 NA 10.65443993 8.87925302 10.94828473 8.05491249 NA 10.01031396 6.65534038 -0.53763352 2.17283951 6.18355400 8.52179985 9.62484680 8.63238056 11.80855358 10.60966033 9.34280428 11.55438663 11.32625453 5.09181406 9.01127730 9.92802190 8.32664161 8.42535146 6.63238019 8.66580347 9.89864643 5.71984329 -0.53763352 9.86280130 10.04271396 6.56574339 6.12081018 8.64856970 9.63238038 0.78442022 10.82083194 9.48551659 3.59173925 10.09226731 10.80841506 -1.53742411 9.36859442 5.16289480 10.39762052 11.09385988 9.37833474 NA 8.27463254 0.04739879 9.95480933 8.55521261 0.04739879 10.60639022 2.10745354 9.23123534 8.05864498 -1.53742411 7.95831026 9.89812565 9.37908135 0.78442022 6.30794576 9.11411711 1.63236129 9.48412947 9.94778157 9.44829743 5.36934433 11.57898295 16.39821327 10.65751997 13.71903270 10.57065314 7.82000723 9.83423211 3.85477365 15.07660449 -1.53742411 8.32199031 9.99870268 5.57097895 7.46245565 8.03041168 5.34509827 2.63238456 11.46051692 8.92043146 -0.53763352 0.04739879 0.78442022 9.75420173 1.26981115 8.40203484 7.97025030 10.64702087 5.34509827 6.86333514 13.39485475 8.31420437 9.31342364 10.43687006 8.19377470 11.06349492 6.75247431 11.33916423 8.23888858 11.35651530 NA 2.85477365 13.63159750 10.22192758 -1.53742411 12.95849778 8.31420437 9.37384741 4.16289480 7.99773104 7.97618317 11.60344493 7.89708368 4.85477365 9.47995988 9.87925302 -0.53763352 7.83314310 8.19037584 9.75189799 9.96528719 10.08770760 11.32792775 9.93311435 9.91726883 9.58915993 10.29613616 8.98858301 1.78437834 -1.53742411 10.14808033 9.09908003 9.40060154 10.58819180 10.01560475 7.17326138 13.06393607 6.19716557 13.24304646 8.96925872 9.99383694 8.85477272 3.32044135 7.01320206 10.66243446 11.37178601 10.03704899 6.81560233 12.02118463 10.19080114 7.68162425 9.33127795 10.44330899 1.92189329 8.33422188 4.21733930 3.32044135 -0.53763352 NA 9.35651535 10.00064442 9.67738156 8.03799493 8.71217342 5.82877881 9.59688167 6.67190899 6.35727400 11.29653140 9.97914034 9.40789931 11.69337653 10.67829176 8.66031115 10.35195942 9.61664055 11.48846008 8.60838753 10.76280797 10.28532095 10.87476062 3.54991555 8.60328510 10.92802182 9.32417830 5.30794576 8.26048960 11.84075027 9.39393161 11.68419357 4.26981115 10.07578450 10.71127248 6.56048722 -0.53763352 0.78442022 9.03515567 8.20896979 10.45149509 9.42318148 8.84399829 10.31732386 7.23724247 10.76368577 8.75362626 8.32973401 10.02946075 2.36935480 3.50685579 10.61822241 0.04739879 4.36934782 5.94627234 5.69108186 3.74304096 1.46247119 11.41428651 7.28263440 6.31420527 9.99267639 6.24584739 -1.53742411 4.65227997 10.71954857 10.29692653 10.86839462 11.01127737 11.86812878 11.52618753 8.66946974 9.97665161 6.40789995 10.48655621 11.37028500 9.72865642 11.60152707 NA 0.78442022 9.87608331 9.45326858 8.45114021 10.38020043 9.32354233 8.64733070 12.45707404 14.62005895 3.04741624 11.16571018 7.39410852 12.64709836 10.22774156 NA 0.46247119 -1.53742411 8.03610271 -1.53742411 11.36808314 9.21817766 9.57554643 9.70026284 11.47053381 8.61600732 8.89626004 4.57097895 NA 11.25096986 -0.53763352 2.85477365 9.57749907 9.91057168 7.96429234 5.01704445 7.73391829 11.37009724 10.37534478 10.52955364 11.08907708 10.31029581 7.07348072 10.07255751 5.53969856 8.30008345 9.55521261 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 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 2 4 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 9.4770865 8.8587904 9.8664674 7.6861139 8.4496059 10.4735004 6.7614528 -0.4987902 3.1871818 5.2291572 8.1486967 10.5626097 9.4941770 11.6185570 10.6674016 10.3118102 9.9555379 12.0765414 4.8587917 9.9042506 10.4792339 8.2359482 8.0748859 6.7009113 8.8163882 11.7042806 6.9275030 NA 10.5497254 10.3230125 2.9606785 4.7873802 8.5887015 9.4597912 NA 10.4452184 9.4364036 6.1594496 10.5222185 9.9840466 -0.4987902 9.5510870 4.5456348 10.6623705 10.6452594 10.3800558 0.5012098 8.1982058 1.8231787 10.2197714 7.6201795 -0.4987902 10.4931217 1.0861723 9.1522902 8.0862010 NA 5.2016770 9.1754308 8.0248006 NA 6.7773632 9.2627897 NA 9.7216169 11.0620490 8.5124659 6.5124655 9.2635042 14.4285535 11.3561069 14.4457676 10.8978433 9.3435888 10.6941478 NA 15.8366812 -0.4987902 8.3746826 9.2577949 4.9606692 7.5456325 8.6201795 6.6407901 3.3085939 11.1187060 8.7675800 NA NA 2.9606785 10.1877390 2.0862063 7.6811477 8.5592302 10.1912365 6.9106295 6.7204071 13.7689031 6.1305953 8.5992706 8.8806170 7.3960567 9.7381377 8.2257526 10.4444859 8.8276679 11.3178222 NA 3.2016809 15.7915272 8.8004466 0.5012098 11.3956774 9.1104173 10.5291445 0.5012098 7.1736641 7.6509857 10.8554879 7.3899815 3.4081276 8.2627897 8.9810189 -0.4987902 8.5152591 8.9910864 9.5992706 10.5880382 9.3404423 11.2905276 9.4998289 10.7204071 9.7456024 10.7866408 9.2356603 4.3085939 1.5012608 10.2180580 9.3230124 8.1877390 9.8050193 9.2325576 4.5012417 14.0232070 9.7527210 13.4922288 10.7252402 6.7009113 10.7021372 3.2016809 6.8410888 10.1771955 10.1141071 9.5793893 4.8231685 11.3301287 11.4681044 6.8141210 8.5291447 10.8691992 2.5012353 9.1771778 2.5012353 1.0861723 1.5012608 NA 9.3053696 11.2673533 8.9586194 8.5565210 11.1682569 5.2016770 8.9647628 9.2068710 4.6711631 12.3863629 9.7645077 7.9688442 10.4927604 11.3922627 10.1286174 10.6528893 9.1982061 12.8513490 9.0519854 9.8004465 9.3309612 10.3333374 1.0861723 7.9606704 11.6407899 10.7505831 1.5012608 8.3477631 10.8180857 8.5483626 10.5222185 8.5619344 10.2907721 11.3202201 8.2661100 1.8231787 1.5012608 8.8410885 5.4081276 9.8849428 9.8719259 8.8299136 11.0095285 8.5012385 11.0204571 9.6799033 7.1011510 9.7773630 1.5012608 4.5456348 9.5387855 1.8231787 7.2085972 1.8231787 2.3085939 3.9606692 2.0862063 10.0080420 7.5992709 7.2891410 9.9391258 6.7967781 NA 6.3467282 10.6867335 10.2552909 11.2764373 10.8366289 11.6123742 9.7715339 7.7204071 6.4201017 5.8572072 10.8186511 11.5093169 9.8609881 10.8681071 1.0861723 NA 9.5780541 9.2644508 9.7680252 9.8455344 10.4941769 7.7773632 12.9301221 15.3387186 2.9606785 11.3945401 9.3169580 11.3658116 10.0149661 1.5012608 2.8231583 NA 6.5012385 NA 10.5632847 6.3467282 9.3545480 10.2248995 11.8018771 7.8978430 8.5047002 6.0710933 -0.4987902 10.8112832 2.3085939 2.3085939 9.9920895 9.1342338 7.0326199 5.3341284 8.3085934 10.9910865 9.4186106 8.3309612 10.9885761 9.3293750 7.7009106 10.1441927 3.7574927 6.9358663 8.5068629 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 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 NA 1 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.161634e-07 6.936056e-08 NA 10.5278464 8.9254669 10.3651168 8.3346514 7.9994673 9.6259964 7.4758931 -0.3448314 2.8016553 4.2698785 8.4430741 9.0835317 6.5680610 12.5503681 10.3749882 11.1972360 10.5914414 10.7525453 3.2990248 10.0814363 10.0986331 9.5740347 9.3451695 6.4033649 9.1420064 11.8313447 6.6035388 NA 9.7016135 10.0132733 3.6995627 5.4233563 8.9759720 9.4266610 0.2401311 11.6381651 9.2259759 9.4888522 10.6837683 11.9845474 -0.3448314 8.5178087 9.8694907 10.4479618 10.4332487 9.0138226 NA 9.4422578 4.4880586 10.5061396 7.5316887 1.2401311 10.4732343 0.7828279 8.7158673 7.9680545 1.2401311 5.9125589 9.6403019 8.4990925 -0.3448314 7.6551715 9.4673488 4.7212633 9.3416720 10.1752990 10.6427908 3.4100561 10.3738499 12.5075059 10.7182295 13.8717658 11.2824774 9.1115259 9.1836257 1.4625235 15.9752493 NA 8.2790529 10.1535221 4.7844569 7.1748079 7.5378148 7.0645628 1.8250936 11.8268175 8.2072067 3.8646220 -0.3448314 1.9770967 9.3364099 0.2401311 8.5784991 8.4016859 10.6913451 6.2917969 6.8250962 13.5493261 8.0772361 9.4872703 8.9428839 7.0645628 9.7770935 7.5408681 11.4542507 8.6424355 11.7971190 NA 4.1787306 14.6249178 9.1186958 NA 11.4894450 8.0474888 9.5545284 7.2020660 8.1022545 7.4753508 10.2990277 6.9905624 5.7212605 9.0581836 9.1510264 -0.3448314 7.2881666 8.9589523 9.6726758 10.6431460 10.6999071 12.2220806 9.3355310 10.3456061 9.2438861 10.7838103 8.5429556 2.2401311 3.3556083 9.7413077 9.2625018 10.0182112 10.1885012 10.0458779 2.4625235 13.7938833 9.3830919 13.0023776 9.5499893 9.1001864 10.0274925 4.4625235 6.3556119 10.5515039 10.4475551 10.0908418 7.0083188 11.3691594 11.0848397 10.6256370 10.7138398 10.8213346 2.3556083 9.5101411 0.2401311 0.9770967 -0.3448314 NA 10.1555155 10.2068798 9.6209558 7.8099893 8.8708378 4.0814334 8.6064563 5.5499895 6.7050199 11.5484730 10.3898811 8.4398064 10.7663072 11.0811741 9.1990443 10.4192137 9.7426343 11.8406664 9.2039935 10.6674469 9.3907274 9.6796186 -0.3448314 7.7212605 11.0135480 8.9843176 1.2401311 9.0505343 11.5187771 8.5932809 11.2811086 8.3133828 10.1120392 10.5143180 6.6093679 -0.3448314 NA 8.1207381 6.5193579 10.0756582 10.7799390 8.8137812 10.8185067 6.4943756 10.5629598 9.3512697 6.9172659 9.9916780 -0.3448314 4.7636984 9.3779790 3.4625235 7.0039001 3.1146002 2.3556083 4.2698785 0.9770967 11.2680400 6.0474882 6.2917969 9.7505685 6.5448269 1.9770967 3.9030961 10.7151919 10.3886106 10.7931232 10.8310329 11.1309049 10.5755244 9.9583815 8.8136424 6.8680817 10.6650001 11.2264501 10.1792234 10.6910016 0.6551686 -1.3448314 10.1268467 9.6892827 9.5680608 10.3210137 9.4250094 7.2587978 12.9977324 14.1491520 NA 11.5890466 7.5165069 12.2425974 9.6940906 -0.3448314 1.6551686 -1.3448314 7.7972783 0.9770967 10.0724967 7.7158673 9.3258278 9.6899705 11.5180026 8.4447052 9.1495170 1.9770967 NA 10.7246213 1.8250936 2.9030961 9.7426343 9.7857421 7.3026298 5.5006619 7.0345503 11.2119170 9.7960013 9.1146031 11.4440937 9.5471830 7.1063829 9.9844072 4.0447351 6.4430745 8.9680545 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 male 2005 2080 NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 6 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.363676e-07 4.161634e-07 NA 10.4784604 8.7578537 10.4384257 8.3515484 NA 9.7881881 6.3424996 NA -1.2115649 3.7159592 8.5365033 9.0285835 4.9265261 11.9614445 10.3448999 8.5951053 10.6987903 11.4199622 1.7565964 8.5025562 9.9175936 8.1258355 8.7236678 5.9175941 9.1092582 12.4180829 5.9175941 NA 9.5379615 9.3230786 3.9086016 3.7570019 8.6338006 9.5894918 -1.4134994 11.0517329 9.6338006 6.1940063 10.9018263 11.3101243 -1.4134994 9.9242986 9.3348695 10.2905803 10.8531705 10.5118603 NA 7.9131060 4.7364263 9.8778474 8.0825318 -0.4133073 10.1412128 1.4306600 9.9058521 7.6608181 4.1102379 6.0378873 9.1335712 8.1958554 2.4935705 6.6090443 8.8334173 2.6741442 9.2888495 9.1650494 12.2372797 4.7364263 12.8896155 15.4136596 10.8000848 14.0039689 10.9381682 8.7553490 9.4731355 0.1715912 15.5546909 -1.4134994 7.9198323 10.5441416 4.2013829 8.2233014 8.3548612 8.1603237 1.1740228 11.4038602 8.1582396 4.3940339 1.1716552 1.7565964 9.3589913 1.3940202 9.5055399 8.1678772 10.2413128 6.9220670 6.9703809 13.2123856 7.7566017 9.1345352 9.1725783 8.6608181 11.1696114 8.7172473 11.2139826 8.0522431 10.9049371 NA 8.6324365 13.8975380 10.1730475 3.3940339 11.1124422 7.6714852 9.1209796 5.5408735 8.8009960 7.5321206 10.5383257 7.8743894 4.0129440 9.3672164 10.3622870 -0.4133073 8.7172473 8.0150370 9.4469877 10.5915994 10.4376448 11.9403584 9.4305979 9.9595418 9.4935673 10.0790307 7.9834525 0.1715912 1.7565964 10.5233147 8.4258805 9.4258805 10.5824439 9.6269664 4.3145950 14.0442500 7.9918183 10.2381770 9.1470095 9.6392448 8.8082637 3.1716392 6.1335717 11.5914239 11.4114366 10.2242073 6.7414953 12.0623760 10.9080411 9.6628243 9.2350344 10.9046546 3.1102463 9.1472388 6.6255963 3.1102463 -1.4134994 NA 10.1963172 10.0745168 9.6419592 7.5025558 9.5137065 6.7414953 9.5144547 5.4935673 7.1412652 11.4364727 10.3310901 9.8662874 11.1800678 11.8619283 8.8985273 10.0532630 9.9315274 11.3275116 8.6255956 10.7798941 9.7383276 8.7056179 3.8346000 8.6487228 11.4106410 8.5528792 8.3482280 7.7355601 11.3548610 8.5291912 11.3275116 8.4132251 9.8984250 10.7303788 7.5753615 1.5866927 NA 9.0745167 8.1102385 10.2970527 9.6873391 8.8732346 10.5535426 6.3482271 10.3836856 8.8238866 8.7727909 9.7408620 1.7565964 4.4446604 10.0003047 -1.4134994 4.5639574 1.3940202 3.3940339 4.1412693 -1.4134994 10.9420278 5.0785287 6.6145832 10.0195422 6.1865897 NA 2.6741442 10.6994420 10.2948985 10.8847393 11.2219413 10.3064933 10.3251912 9.0603825 9.3680037 6.1514367 11.3529986 11.1460538 9.6794338 9.9719999 0.5866927 1.9086208 9.8961530 9.1819342 8.8743891 10.7004189 9.1489191 8.2413125 13.7091003 13.4297635 4.8534618 11.1937758 6.4623338 12.9707184 10.1912300 -0.4133073 1.7565964 -1.4134994 7.4227267 -1.4134994 10.4769410 9.5908973 8.6255956 8.7973480 11.7373760 7.0704924 9.1132249 1.5866927 0.1715912 11.7481236 4.7159592 4.1102379 9.2511240 9.0674669 8.2321911 7.8322293 8.2591020 11.3264574 9.8034226 10.5999994 11.1158632 9.7459173 6.6034854 9.8232889 4.2871176 7.8534630 10.1364613 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 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.184858e-06 5.202042e-07 NA 11.6892966 10.1760561 10.1449493 7.7757940 7.7757940 9.6863974 7.7130304 -0.4410467 2.5436444 4.1737591 8.5291537 9.8479139 4.4659353 12.2782227 10.8418466 10.2056065 10.3288856 11.9581922 3.9853092 9.6979595 10.1970311 9.0030273 7.9449100 6.6675728 9.3181037 13.7649598 6.1663780 NA 10.1279540 9.9524383 3.8809793 5.0347792 8.6857524 9.2767242 -0.4410467 11.0235936 9.3469505 5.5132444 10.8565373 11.3295052 -1.4410467 9.7605591 6.5534020 10.9729402 11.0618796 10.1011123 NA 8.1974836 3.9853092 10.2715748 7.4956856 NA 10.6664447 2.1123999 9.8275898 7.4779112 1.1439811 6.7389569 9.8275898 8.5800279 4.2594909 6.6675728 9.8028168 2.6465083 9.7132330 9.7358442 9.1222441 5.7488718 12.2214948 11.6283297 11.0799120 13.2204919 10.9973199 8.9252497 9.9416718 NA 16.4542503 NA 8.6451839 10.4232339 4.2314708 7.1477626 7.8582558 7.4013984 1.1439811 11.3381516 7.8464369 6.0904300 0.5590512 0.1440464 9.4317226 3.4659353 9.1393063 8.2886686 10.5744629 6.7289721 7.0266529 14.0357940 7.9663157 8.8281746 8.4674405 7.7782165 10.1170762 8.5576383 11.0218057 8.4013979 11.9359871 NA 6.0668426 14.6342971 10.0534034 0.5590512 11.9892390 7.4927385 9.5876446 5.6034424 7.3664027 7.8398185 11.3863905 8.1737576 3.6034424 9.2001963 9.0061311 NA 8.1992930 8.6896182 9.8525195 9.9319129 10.8916438 12.1111885 9.5399015 10.7971539 9.4115773 10.5537548 8.4560007 0.8809597 2.0184917 9.5653738 8.3871842 9.7660621 10.4224598 10.5004623 4.1440137 13.9765377 11.6012202 12.5388302 9.8719308 9.4355648 9.0081964 4.3664062 6.9209911 9.2886686 10.9370716 10.5530476 6.6358632 10.9679772 10.6828459 9.5491518 9.7182885 10.6899401 2.1440137 9.4171688 3.2594834 3.2029035 -0.4410467 -1.4410467 9.4786560 10.4956858 9.6747417 7.3371250 9.4080541 4.2869698 9.1030462 6.6465112 6.0826089 12.3217413 9.6136521 8.8988979 11.9063923 10.9005666 8.8152565 9.5541082 9.8140764 11.5431102 9.5262741 10.3218450 8.7745809 9.2358864 1.5590512 7.9033438 11.3299181 8.6960390 5.4045387 8.6999798 11.4864554 8.5000953 11.2197123 10.6921900 10.3210145 10.8158462 7.4897854 -0.4410467 NA 7.7854603 7.1884049 9.8456056 10.2292614 8.9545819 10.9091583 7.6623358 10.9214492 9.0559017 8.4553802 10.2001965 0.8809597 4.9513640 9.6537854 2.7289653 7.1251014 2.2594834 2.2594834 8.0225720 1.5590512 10.9915897 6.6934744 6.5979661 10.3855963 5.3759048 -0.4410467 3.4659353 11.4064967 10.5646723 11.4559478 10.6889747 10.5938467 10.9000106 9.0698120 9.0407766 5.3774396 10.2937574 10.8545298 9.7220684 11.7422179 3.0826174 -0.4410467 9.8949964 8.6921900 8.9705589 10.7355327 9.6041249 7.7660624 13.1785800 14.0045154 0.5590512 11.0393332 7.0576181 11.8773081 10.1049775 -1.4410467 0.8809597 NA 7.5477328 1.5590512 10.4178059 8.2332400 8.6909049 9.1155538 11.6020751 8.5391875 9.3062590 7.8719305 -1.4410467 11.0123184 3.6034424 1.3664201 9.3493962 9.5821090 7.7113325 5.4659386 8.2869684 11.6693680 9.7408212 9.5590478 10.9476033 9.4371601 8.4883061 10.4504518 5.0932348 7.0708004 8.4808887 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 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 5 1 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 -1.3287972 9.8560389 8.5795562 10.0752407 7.2636204 7.9214619 9.6026399 10.1656791 0.9930584 0.5586595 3.4260500 8.2257526 10.1799486 4.5780571 12.2877124 10.5236931 7.1789586 9.7203315 11.4592701 0.6712028 10.5889085 10.5806816 6.2025451 8.8297731 8.8903321 9.0516247 11.1632671 5.9285504 -1.3287972 9.9577214 10.0187849 3.8410875 2.4785059 8.6004218 9.3320509 6.5353500 10.0800240 10.1068338 3.3716007 10.7698536 10.4756980 NA 10.6676371 6.6369479 10.1952154 11.1341770 9.4841430 NA 8.5461448 2.2561351 9.9507741 7.4913425 NA 10.7229367 0.4493237 8.7404254 7.3435890 NA 5.6935316 9.3471206 8.9190910 1.2561049 4.3990822 8.7100825 2.2561351 10.0248618 9.0165687 10.2654881 9.0570259 10.4553853 13.8608723 11.5093826 13.5648443 11.1057918 9.2180580 10.9211658 1.4785059 15.9046147 0.2561653 8.5135140 10.1474035 4.1947253 7.9611823 8.3257997 8.3023405 1.7120675 11.3034772 7.7593689 -0.3287972 NA 2.3716146 9.2410190 -0.3287972 10.5761744 8.0953300 10.3780912 7.6990692 6.9143373 13.0451841 7.8951651 8.6837880 9.7223724 4.9749422 10.3313511 11.0992619 10.6351433 8.1428387 11.2264716 NA 5.5415272 15.8592114 11.2314964 1.4785059 10.3965298 7.7182876 10.2059528 1.4785059 9.5338008 7.4817349 11.0151820 6.6195304 4.1947253 9.0076701 9.6997603 4.9930901 8.2729344 8.7875076 9.2986975 10.6641019 11.2568303 11.6606999 9.7325348 10.6369478 9.6070652 10.1819277 8.5888638 3.8004444 1.4785059 10.1010932 8.4672033 8.5615037 10.5557157 9.8909371 2.2561351 13.9898476 0.6712028 3.5780571 10.5678743 8.6626855 8.4492407 2.8410875 6.8708357 8.7875076 11.0352982 9.9617585 5.9565655 11.1462687 11.2920706 7.0505420 10.4172579 10.7968999 4.6018985 9.0221028 7.4058733 1.6711575 -0.3287972 NA 10.0763050 10.5870430 10.1239195 7.5959758 10.5553798 7.9908358 10.4655794 10.4688251 5.0739188 12.0322849 8.6725717 9.1700127 11.0462030 10.9964690 9.2486302 10.1715075 9.7271237 11.8091153 9.4007842 9.9902711 9.3240086 6.7045870 3.3716007 8.5322503 12.1237909 8.1601886 2.3716146 6.8179110 11.2495362 8.7169234 11.2037629 9.5659813 10.3475615 11.1060523 8.3785225 NA NA 9.9326708 7.0720425 10.7090536 9.9344328 8.8322954 11.3404916 5.0974296 10.5865985 9.0932282 8.5705206 10.1590036 3.8410875 4.3150227 10.1331545 -0.3287972 8.2504794 3.8806170 1.6711575 5.1468955 -0.3287972 10.6100080 6.9795029 7.1590034 10.8688779 6.4987280 -1.3287972 3.8806170 10.7845801 10.5553341 10.9312010 10.7579632 10.5610477 9.0869053 8.8891212 8.8632345 5.7081072 11.4580457 11.5803066 10.0331073 10.8322954 NA -0.3287972 10.2015699 9.0699073 9.3123121 10.7135069 9.4058731 7.3888396 12.9825571 14.4470310 2.4785059 12.1078751 8.1107245 11.5339946 10.5693870 -1.3287972 0.2561653 NA 6.9840470 -0.3287972 9.8386193 8.0932284 9.2626859 8.1468970 12.6081695 7.2968722 8.8019786 6.5659809 0.9930584 10.9715161 0.2561653 3.9565678 9.5944911 9.6562940 7.8030203 9.0374857 8.2950452 11.0874333 9.3266942 9.2448107 10.8167773 9.8945619 8.4508830 11.1182467 4.5496445 6.8903324 8.8585157 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 female 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.17913e-06 4.855239e-07 NA 10.1571757 9.8777783 10.5295967 8.8131312 4.6177216 9.6915122 9.4196442 0.8897850 3.2353441 4.5045123 8.4133656 8.9772668 6.3896494 12.4405506 10.4434331 8.6645909 10.6995719 12.0450964 4.9121708 8.9732832 10.0395509 8.8131312 8.6678811 7.7807366 9.4025442 14.3210455 5.6446927 NA 9.0306335 8.9190910 3.5902427 5.5336599 8.6744388 9.6971587 0.4747735 11.8220186 9.4434330 5.1935865 11.0802459 11.5670830 -1.1102928 9.9328311 7.6744388 10.9135581 10.6117574 9.8685142 -1.1102928 8.7399905 4.2473579 10.4357336 7.5586886 NA 9.9568078 1.9218933 10.2747495 8.1589303 2.7967016 5.9983287 9.7415529 8.4192342 3.7477848 7.0087446 9.6253598 6.3410144 8.9746122 9.9930917 9.6588152 5.4289631 11.6492531 13.6659284 10.6014708 13.5162544 11.0245510 9.6751256 9.7570826 4.0992531 15.9626587 NA 8.4366982 11.2443287 4.4133639 7.3492352 7.5692837 8.6530163 2.3492237 10.9828912 8.7801746 15.0048475 1.6971511 2.7967016 9.3523061 0.8897850 8.9355635 8.1958653 9.4424729 7.2162337 6.7663209 13.5018660 7.3285959 9.1389173 8.6858435 8.5282396 11.2200793 8.2162332 11.3246926 8.4822610 12.2221201 -0.1101371 8.1798225 14.3301215 10.1132022 2.9772616 11.5352371 7.1659280 9.4672326 6.4672322 8.3956155 7.9177098 11.3327473 8.5372623 5.1186214 9.1659283 9.1844246 -1.1102928 8.1377315 8.2340999 9.9976747 10.3736196 9.5273343 12.4066574 9.0446220 10.6678810 9.6521858 10.1466021 7.9964452 4.3160661 2.2117287 9.6521858 8.3512834 10.3466715 9.8947265 9.9619364 3.2117287 14.2486954 11.9807432 10.8004466 8.5850320 9.8570300 8.6228191 4.8670860 6.3410144 9.7959429 10.9403328 9.5246148 7.3492352 11.3374579 10.7570826 9.4172808 8.7368612 11.1731816 3.7966912 9.7880878 0.8897850 4.3492379 -1.1102928 -0.1101371 10.3926357 10.0759180 9.7234845 7.7876492 8.8372217 4.4133639 8.3451311 6.9341980 6.9772662 12.3795264 8.8396305 8.8056833 10.5701634 11.6823908 9.2672097 9.9632760 9.8548665 11.9520187 9.1992802 9.9911230 9.6703436 9.2162334 3.6446869 7.5081893 11.1780931 9.3640878 8.5318555 8.9175025 11.4587100 7.7996967 10.9467801 8.5118558 9.6711635 10.8116447 8.3533281 2.0597360 NA 7.9585823 7.3574095 10.0338246 10.0350992 8.6629432 10.8876889 6.4822610 10.9683450 9.0306335 7.7258543 9.9759401 3.2821284 4.6971566 9.0370088 0.4747735 3.7477848 2.8898045 4.0597273 4.9526597 2.5902427 11.0087449 5.6312702 6.8841571 11.1625765 6.2226017 -1.1102928 4.0992531 11.2038205 10.3384363 11.6484435 10.9166730 10.8260737 10.9249466 8.9410127 8.5021933 6.1204494 10.9852008 11.3223457 9.6728021 10.6608806 -1.1102928 0.8897850 9.6329552 8.8555880 9.8094120 10.6430205 9.8498057 7.8670835 14.1975383 13.1817659 5.4897163 10.6633552 6.4141491 13.3518587 9.8345159 0.4747735 2.2117287 1.2117598 7.6907034 5.9121708 10.9993276 7.8954287 8.9558931 9.7226938 11.9629412 8.2756664 9.3984998 3.1377330 -0.1101371 11.2440532 0.8897850 3.0597360 10.0591025 9.2842666 6.9287233 9.0955972 8.2296538 11.5221175 9.4055036 9.6066232 11.7242749 9.2052478 9.5515820 10.4568092 5.2627564 7.4672330 8.8175817 10.9437297 0.00154090 0.00166420 0.04301500 -0.45480000 0.91198000 0.44604000 0.46656000 -0.02013800 -0.00069303 0.00332990 0.00332990 0.00124810 -0.00346270 0.00154090 0.00166420 0.00000000 -0.49621000 -0.49621000 0.04227000 0.04227000 0.04227000 -0.44997000 -0.17706000 -0.52481000 0.01056400 -0.46780000 -0.02013800 -0.48460000 -0.49715000 0.000 0.000 0.000 0.000 0.450 0.450 -0.485 -0.497 0.000 0.400 0.400 -0.467 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.439 0.439 0.000 0.000 0.000 0.000 0.000 0.000 -0.004 -0.455 0.487 0.487 -0.162 -0.162 0.449 0.449 -0.509 -0.043 0.000 -0.471 0.000 0.000 0.000 0.000 0.000 0.000 0.450 0.450 -0.485 -0.497 0.000 0.400 0.400 -0.467 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.439 0.439 0.000 0.000 0.000 0.000 0.000 0.000 -0.004 -0.455 0.487 0.487 -0.162 -0.162 0.449 0.449 -0.509 -0.043 0.000 -0.471 0.000 0.000 9.910089 12.444872 9.716352 10.494357 9.627896 11.872441 6.299195 2.796702 8.082097 4.977266 13.069791 8.757376 13.584053 10.624801 7.633124 8.142469 10.775881 5.784622 10.494357 11.824232 7.920471 8.702414 10.098904 7.256126 7.029356 12.406489 12.873243 10.6471938 10.0931518 -1.1102928 8.7258543 7.3368868 9.8827422 11.3971029 11.6925221 9.2702650 9.8034413 7.4634508 9.8505299 7.0845607 9.9779296 9.5506910 5.3975976 6.9121720 7.9957123 7.8642183 13.4305978 9.2981336 13.0499904 7.2937530 12.1045783 11.6166606 16.6829054 11.8229412 13.8813700 10.7716825 1.4747735 11.0528244 10.4352510 11.4558579 9.1670912 8.8056833 9.6091926 9.9579102 11.3943746 11.6281051 2.9772616 6.5408549 13.9968251 10.9662854 9.3254741 8.1958653 9.9911230 -1.1102928 10.8487190 0.4747735 12.9171915 11.0613310 10.6405109 10.5435446 10.0395509 6.0894770 6.4133656 9.0420886 8.9518500 7.1844241 12.5673935 2.2117287 12.7193284 12.9366720 8.3348185 8.2032765 10.1246213 2.7967016 -0.1101371 9.6337966 6.8264417 9.7446722 9.4989826 11.1071557 12.1082157 10.8809713 1.2117598 10.6392543 8.1471917 8.7663209 10.1383244 8.9423720 2.5902427 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 6 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 7 0 0 0 0 3.468028e-08 0 NA 9.79694405 8.63745846 10.25161851 7.41463873 2.08671584 9.57052744 8.81517640 -0.49817873 0.77374320 4.30910341 8.19349283 10.64066087 5.67167551 12.04936670 11.63312383 7.62069050 11.00830466 11.66948086 2.58921219 10.95836022 10.34055915 7.12745788 8.16352741 8.94779851 9.12380094 12.13883699 5.77787468 -0.49817873 9.83210581 9.48901320 2.82366785 4.54614128 8.46608992 9.55023598 0.82366785 9.79407075 9.77729165 7.51576921 10.70203473 9.36670907 NA 9.28720169 5.40864054 10.27241307 11.25182801 9.64002092 NA 8.33147190 2.58921219 9.85544737 8.00557515 -1.49817873 10.66972855 1.23511432 8.87854726 7.69896575 0.50171938 6.02531013 9.78657317 8.77437890 0.82366785 5.33463978 8.74015381 4.45594527 9.66853987 9.60438106 10.36011875 7.29291240 10.81572616 15.18972618 12.18868731 14.00056718 11.03945291 8.98949867 11.00084755 0.50171938 15.51121694 -1.49817873 9.09793888 9.60241141 4.45594527 7.61288471 7.96118052 8.67667467 1.08671584 11.45449039 6.69300598 2.50174485 1.50177032 7.14560511 9.18034929 5.20219045 8.38896958 7.58921219 10.18298757 7.80095683 7.42358994 12.90202821 7.84382372 8.90369540 10.32352308 6.47902841 9.91527664 7.54066820 10.93272433 7.87678827 10.87651695 NA 0.82366785 15.21230000 9.73716502 -0.49817873 12.39666161 7.70876318 9.76501834 1.08671584 7.87895948 7.84826300 10.61484012 7.55431717 3.54614128 8.91749083 9.45376222 NA 8.46175118 8.79751822 9.56312037 10.54648474 9.71970676 11.54553348 10.04816138 10.31232074 9.41014179 10.28556590 8.54630723 3.50174485 -0.49817873 10.00904829 8.51716426 9.45230508 10.51925351 10.02138534 4.84160083 13.86619162 7.59978121 11.16686292 10.11323505 9.72996651 7.62845356 3.02531234 6.13837421 10.11829794 11.27735942 9.67979148 6.99760404 11.59430146 10.75559665 7.19871710 10.77903650 10.76413762 2.50174485 8.74330323 3.30910341 NA -1.49817873 NA 9.91484807 9.70326044 10.27612441 7.59450600 9.80080253 8.19349283 9.19523611 6.79636933 6.14560613 12.04804075 9.74908336 9.70876352 11.44682711 10.58023360 8.86828982 10.16174499 10.06780312 11.26246910 9.29128284 11.03288685 9.73116881 9.65783219 3.71119753 9.98908677 11.73551858 10.53275760 3.63103442 8.36551714 11.91960165 9.03117957 11.62085236 8.57856479 10.25830550 10.82761669 6.97748257 -1.49817873 NA 9.03410509 7.90901700 11.02653568 9.33384790 8.37057190 11.15324934 8.51437360 10.31184275 8.95604852 7.45885115 10.30507300 3.99360191 3.99360191 11.11507819 1.67165570 9.23221920 5.74967638 7.61746893 5.40864054 4.17417469 10.86259621 7.92801375 7.39049229 10.19871661 5.10952354 -0.49817873 4.54614128 10.58090052 10.60372481 11.33483684 11.29636804 10.26951980 10.78077924 8.51437360 9.05055176 5.94328139 11.71925250 12.21706767 9.99710452 11.48527723 -1.49817873 -1.49817873 10.16129907 9.51367529 8.88004386 11.01003913 9.15010673 7.96935486 12.91133895 15.18622383 1.67165570 12.05309691 8.10567232 11.89151488 10.33345225 0.08664791 -1.49817873 -0.49817873 7.20910825 1.08671584 10.69283307 9.13201614 9.31953236 8.62845356 12.08377349 8.66539881 9.00471008 3.14561225 -0.49817873 11.16486244 0.50171938 2.30911797 9.04284567 9.98808136 8.48759126 6.54614283 8.02138534 11.30547669 9.82085674 10.14695720 11.08765059 9.97776117 9.70326044 11.60896620 5.35324918 7.74967638 9.21169462 9.52619619 0.0024969 0.0024969 0.0094491 0.0051359 0.4327700 -0.0036011 0.0027745 -0.0156040 0.0220240 0.0220240 0.0220240 0.0150890 -0.0025251 0.0024969 0.0024969 -0.0022168 -0.4491100 -0.4491100 -0.4491100 -0.4491100 0.0114000 0.0051359 0.0053595 0.0027745 -0.0041546 -0.0041546 -0.0156040 0.0068044 -0.0117490 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.855 0.855 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.449 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.855 0.855 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.449 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.377498 11.373462 10.876245 10.180349 11.153249 11.540668 4.768534 1.086716 7.631032 2.202198 13.531813 9.038443 5.071604 7.334196 8.488032 10.102127 11.780199 8.428045 11.286588 9.884913 9.197847 8.456571 9.617378 8.598464 7.575891 10.507374 13.589792 10.604381 10.727559 -1.498179 9.007561 7.832666 10.651814 10.004084 11.567502 10.414639 9.323523 8.427719 9.748490 6.378265 6.101663 8.591862 4.944694 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 5 1 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.936056e-07 2.774423e-07 NA 10.3040189 7.9071635 10.3678341 8.8907066 2.5604704 9.9355185 9.0087320 -0.1400305 -0.8180706 4.7669290 8.6641703 9.7744245 6.2523570 11.9271376 10.7631681 8.3112506 10.9999105 11.7663664 3.6149218 10.5137802 10.6572957 8.6802185 9.6149270 8.1127048 9.1808401 13.3395671 4.6673926 NA 10.1535111 9.8614477 2.9474978 4.4146294 8.6881758 9.4701415 NA 11.8053004 9.9957488 8.7952046 10.1689472 12.0210138 2.1819612 9.1032133 8.0547964 9.1603921 10.8550999 9.1887144 NA 8.2904921 2.5604704 10.4975700 8.4222818 2.1819612 10.7799940 2.0299475 8.1505881 7.8712664 -1.1398715 6.4893968 9.6770231 8.3737670 -0.1400305 6.2778918 8.8487240 3.0299652 9.2704909 9.1819674 9.9146437 5.6544556 11.4842660 13.0796617 11.0670537 13.4053056 11.4395911 8.3071225 10.4265692 3.2523551 15.1623571 NA 8.5038957 10.0161226 3.7180218 7.6992435 7.0646102 8.8416068 2.1819612 11.5072730 8.0002299 3.1819612 3.2523551 1.1819930 9.4459408 3.1819612 8.9301604 7.8344540 10.0486283 7.7055294 6.8879456 13.7190403 7.7211265 8.6992431 9.6372947 7.7789024 11.0639502 8.2372501 10.7721803 7.3717923 11.0504814 NA 4.2175952 14.3851320 10.1575290 NA 11.2569118 7.7996184 9.5760015 4.2175952 8.1197826 8.2329044 10.3653547 7.5535264 4.3836006 9.1256545 9.7774115 -0.1400305 8.7133491 9.0743585 9.7744245 10.3708036 10.5164643 11.8446074 9.8975864 10.5306957 9.4599522 10.7904071 8.3226646 6.3194716 -0.1400305 9.8243803 8.6593209 9.3508904 10.5324647 10.0305904 5.9044335 12.9455119 10.3256059 10.3796756 9.2285460 9.7000304 6.8543934 3.9474978 6.2946685 9.6207594 11.3009086 10.1797116 7.3836015 11.6665528 10.1540857 9.5972868 10.2539661 10.0609380 4.1079640 8.5681921 2.8600490 3.6673926 -1.1398715 -0.1400305 9.6976673 10.2126346 10.4793423 7.0046980 9.1698341 4.5324666 9.4875734 5.8373201 6.4481543 11.6675956 9.0658327 9.4203723 11.6579036 10.9341809 7.3991984 9.4884849 9.9112483 10.1864689 8.9435188 10.8543929 9.9718272 7.9685637 2.3194734 9.4590223 11.8403576 9.4690888 1.8600490 7.0160717 11.3740137 8.8301453 11.2001677 8.2459020 10.2763092 10.8695182 6.9995908 NA NA 9.1115217 7.3875168 11.0972494 10.1954298 8.6512024 10.7215141 6.4966637 10.7612382 8.6495731 7.4222818 9.8315829 3.5038957 4.3836006 9.5930547 -1.1398715 8.5235976 2.7669343 4.6929293 4.2863045 3.9474978 10.8062146 7.4893960 7.3112506 10.9132865 6.3438555 0.8600490 4.8600391 10.6681992 10.0966516 11.3109929 11.2797363 10.1746226 10.9511442 9.0449148 9.6438562 6.5077851 11.5436921 11.5018654 10.0664434 11.1285814 NA NA 10.4064516 9.3367857 8.2350789 10.8483691 9.1672402 7.3678341 13.4998888 14.4184900 3.1079724 11.7213202 7.4549614 12.2571792 10.3312066 NA 0.4449850 NA 7.6673940 NA 11.0088338 8.7833669 9.2219831 9.0148577 12.1502023 9.1465972 9.1287453 1.6673926 -0.1400305 11.6269824 NA 1.4449850 8.7744247 9.8025540 8.2153903 6.5879605 7.6249109 11.3977432 10.1563821 9.8437457 10.6136740 9.6976673 9.7008173 11.0024656 5.2175913 7.3558946 9.7350208 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 female 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.67007e-07 4.855239e-07 NA 10.57685532 8.41190963 10.21566513 7.09416955 6.79728670 9.51962328 8.67692286 -0.01435385 1.50502709 3.98564615 8.20803727 10.53735296 5.67680617 12.42512934 11.05777733 7.80582382 10.23909833 12.08608805 -1.59946207 10.79326800 10.72486272 8.13030285 8.56558918 9.69415379 9.02730392 13.60994517 4.66746640 1.40070186 10.37006868 9.94032578 4.97053619 4.15557115 8.30606944 9.65748067 3.82694502 11.19021587 10.18286135 7.47214493 10.73299854 10.24930513 NA 10.40525381 7.86420658 10.05352722 11.25594006 9.57060713 -1.59946207 8.09764977 3.04453401 10.46239092 7.74275675 4.18204071 10.84871588 0.73413514 8.85292333 8.00986108 NA 6.23357175 10.12391653 8.87742832 1.57060865 5.97811095 9.16555373 4.01539052 9.81958900 8.57185918 10.42512934 7.29852727 10.12348980 14.84456465 11.63325305 13.25637803 11.00685607 8.66042561 11.12049878 2.57060865 15.45047759 -1.59946207 8.93303820 10.34026138 4.68608587 7.40911086 7.65807006 8.77136963 1.88740829 11.24027968 8.12056708 -0.59924350 -0.01435385 2.57060865 9.61074472 2.30757424 9.71809478 8.13030285 10.23040490 8.07487467 7.75382914 13.27882894 7.65807006 8.56935437 10.37366202 7.33437252 9.87935580 10.49673846 10.91416310 7.89253553 11.15640439 NA 6.55042974 15.75332054 10.96768760 1.86012851 10.27796639 7.77572154 10.23159345 3.20803337 8.58803435 7.98564444 11.26699520 6.42305034 4.75823388 8.85908871 9.31880014 3.48814220 8.63549975 9.47950018 9.53060922 10.00430854 11.30268039 11.54054049 9.89353680 11.32270902 9.70674396 10.31991797 8.53949152 6.03003806 1.72259717 9.68608447 8.33289676 8.23357223 10.62980138 10.38224953 3.68608587 13.63635991 5.12860273 3.72260810 10.49970121 9.28714096 9.07752074 4.59050621 7.01539163 9.27335713 10.91638207 10.11105819 6.89653706 11.57252047 11.08060211 7.44234142 11.48648657 10.59636197 5.31954568 8.82387162 7.85600962 4.42304698 -1.59946207 NA 9.77789276 10.28103099 10.35850978 7.36068383 10.51432675 8.17711502 9.62166510 9.74830356 6.19060696 11.85729330 9.24146006 8.99873483 11.57825748 10.78006054 9.17629260 10.15848889 9.81958900 11.78357636 9.63848967 9.33952670 9.26021695 7.53510815 6.05173317 9.41957787 11.61545667 7.34665290 -0.01435385 7.06203318 11.04092715 8.74053230 11.59328327 9.21606557 10.82327265 11.29947249 7.71356523 -1.59946207 NA 10.70987432 7.77789243 10.67738826 10.23278102 8.34612586 11.13602664 7.13877454 10.76637312 9.03185914 8.56558918 10.87565560 4.23357366 4.12859860 9.61013566 NA 9.42027290 5.18204071 4.40068137 5.42305034 4.55042666 10.48382908 6.89253553 7.83322407 11.20921208 5.34073316 NA 4.44507777 11.22225690 10.60952616 11.47465638 10.90921979 10.52544975 9.84414380 8.19996380 9.07706244 5.72935699 11.19895149 12.25516103 9.87844043 12.14845561 0.72264089 -1.59946207 10.37294405 8.69415379 8.69645119 10.82982737 9.44028678 7.57560807 13.72426479 15.37237169 -0.01435385 12.30390504 9.00063217 11.38028605 10.58431756 0.72264089 1.40070186 -0.59924350 7.38082207 -0.59924350 9.56187083 8.50003000 8.98658358 8.35633224 13.22737964 8.70902107 8.92090809 8.00245275 0.40064722 10.92815925 1.57060865 2.86010864 9.50920672 9.98564473 7.60525356 8.40630664 8.19834387 11.37276452 9.71243053 9.96101508 10.91169353 10.06335059 8.97622156 11.34904946 4.80241555 7.62226931 8.68954833 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 -0.41476000 0.00166420 0.00166420 -0.00981850 -0.00055444 0.00110930 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.965546 11.559134 5.550430 10.474489 10.629801 8.729357 5.331419 2.722619 7.425822 3.826945 14.033109 8.344926 9.061569 6.463591 8.231324 8.905501 11.321965 7.822747 11.575140 11.366466 8.776808 8.562028 9.564797 7.928159 7.749410 11.125409 12.627847 9.7271118 10.7499634 2.6486035 9.5618141 7.2367327 10.0204437 9.8441438 11.6763702 10.1877685 9.8363524 7.2176660 10.7058889 5.8682867 7.9931394 9.5510641 8.9648318 8.7427567 8.6343018 7.8206423 12.7808727 8.8774283 12.0496015 6.3731453 13.5092475 10.0950401 15.7966598 12.2817005 13.0405316 11.1117038 1.8601285 10.0980842 11.7694615 10.6645382 9.2453880 8.9987348 8.7180948 10.2088419 10.7110109 11.6213628 4.0153905 5.4774992 14.1514596 10.7849263 10.2048132 8.2771990 9.7214827 -0.5992435 11.4190563 NA 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 6 4 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.895648e-07 1.387211e-07 NA 11.81298172 9.85606520 10.62507702 8.47269449 6.84925746 9.07609942 9.89229478 -1.68223286 0.89561284 3.07275752 8.30086960 8.88011857 5.23674134 12.21430321 10.53462203 8.79360949 10.82814585 11.24343066 0.90280680 9.69454420 10.05216249 8.54789667 8.64318157 8.39201769 9.13485983 12.89565906 5.37315749 NA 9.76960250 9.80420848 3.77730398 5.29527119 8.91406606 9.25230424 2.12522127 11.49964965 8.79056712 9.55149583 10.43649294 11.71421340 -1.68223286 9.68201086 7.50275146 9.45358548 10.58319825 9.23450204 NA 8.21874291 3.87246435 10.06816453 8.42770673 -0.68223286 10.09118028 1.99707558 9.44863339 7.49529542 -1.68223286 5.05934230 9.77935560 8.65661256 -0.68223286 6.44199797 10.24585417 6.61249700 8.68965280 9.73783647 9.61364510 4.96173444 13.51822964 12.57327366 10.88226391 13.17721687 11.16512935 8.60443388 8.99118537 3.01831370 16.17724720 NA 8.10414583 11.03319474 4.04579242 7.19745950 7.41063366 7.68201069 0.31788288 11.60991020 7.60925410 11.35713800 -0.09711604 1.77732502 9.22776923 2.90284538 9.28654298 8.44844673 9.87246512 6.13165739 7.14442474 14.33538061 8.33607625 9.72620590 9.67762575 7.06270998 10.87941715 8.12362016 11.76107879 8.26039080 12.06774562 NA 6.07276395 14.54765262 11.07359834 -0.09711604 12.11462564 7.75666773 9.16336614 3.63979940 9.14918339 8.11553791 10.60327842 8.08440501 4.93258564 8.39067886 9.75822638 NA 6.99383284 9.09759552 10.45422659 10.00656368 10.51047728 11.99378696 8.93258594 10.39602705 9.29944341 10.24639455 7.90204945 2.31788288 1.63978783 9.52183596 8.71019376 10.44264373 10.57908961 10.67515327 4.94723132 13.56754523 6.73150368 12.35987752 9.69074131 10.61163523 8.92890087 4.96173444 5.50769951 10.43226931 11.16571658 11.16552088 7.84925746 11.46071400 10.65521934 10.38665448 9.48780125 10.61106040 3.52733312 9.09114735 -0.09711604 3.99030142 -1.68223286 NA 10.36124528 9.39802751 9.97831792 7.29801581 8.10236366 3.36227349 9.02177979 8.66881551 7.20798848 11.90776140 9.36976483 9.30656096 11.65883895 11.30193860 8.79765634 10.22363927 9.97787205 11.75627822 9.53764979 11.42754364 9.36636309 9.67267655 3.27206799 7.76081973 11.14561588 7.31829876 1.77732502 9.30336957 11.74164870 8.27352615 11.75679797 9.14363015 9.67047143 10.73599232 6.82170256 NA -1.68223286 8.88297831 7.29801581 9.98365618 10.62450753 9.23375555 10.59400066 4.82566862 10.59263288 9.09183971 8.05258598 9.89907682 2.12522127 3.99030142 9.55866752 1.12525434 6.03212068 3.22476576 2.31788288 3.31788288 0.31788288 11.72540955 6.05258544 6.10577863 10.94736035 5.56047958 NA 2.22478119 11.16728133 10.01614681 10.95653835 10.91987910 10.05089154 10.77243253 9.62962455 8.48152580 6.74439255 11.02803692 10.79740384 9.76805643 10.93763769 -1.68223286 -0.68223286 10.18283616 9.58641817 9.29444040 11.63288422 9.10496246 8.37180190 12.85388054 13.28492230 0.31788288 10.27025351 7.08304632 12.14303376 10.02609790 -0.68223286 2.22478119 NA 7.95992777 0.63978783 11.16768201 8.77833213 8.50027066 9.50522821 11.53674212 7.65326643 9.32244084 1.31788288 -0.09711604 10.87198538 NA 4.48780145 9.90424684 9.27932596 7.73144055 6.28941952 7.24861358 11.80496255 9.71448097 10.05976450 11.06481032 9.76185570 9.63472340 10.07234621 4.15455891 7.34854316 9.51016897 9.99295108 -0.0110260 -0.0110260 0.0272160 -0.0078863 0.5369600 0.0157270 0.0311090 -0.2261300 -0.0640100 -0.0640100 -0.0640100 -0.0552290 0.0023581 0.0023581 -0.0100940 0.0346770 -0.5167100 -0.4885800 -0.5033900 0.0272160 0.0272160 -0.0078863 -0.2422100 0.0472680 -0.2163900 -0.2163900 -0.2261300 -0.4967300 -0.4879700 -0.226 -0.226 0.000 0.000 0.000 0.000 0.000 -0.488 -0.207 -0.203 -0.203 -0.199 -0.199 -0.206 -0.206 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.485 -0.485 0.000 0.000 0.537 0.537 -0.242 -0.242 0.505 0.000 0.000 0.000 -0.216 -0.216 0.000 0.000 -0.226 -0.226 0.000 0.000 0.000 0.000 0.000 -0.488 -0.207 -0.203 -0.203 -0.199 -0.199 -0.206 -0.206 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.485 -0.485 0.000 0.000 0.537 0.537 -0.242 -0.242 0.505 0.000 0.000 0.000 -0.216 -0.216 0.000 0.000 9.857520 11.837144 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 NA 11.1956110 9.0170369 10.1769953 9.8800425 NA 10.2828973 7.9840288 -0.2992052 3.3131007 5.4821158 8.6076458 9.0472690 7.7369289 12.6467478 10.9707586 9.2035871 11.5961413 11.9647580 5.6076469 10.2762946 9.9855794 10.2394293 9.4464297 7.9343750 9.0056770 14.9424034 5.1926084 -0.2992052 9.7902058 10.0665309 4.8092807 6.4422220 10.3011328 9.8706804 4.0226874 12.7960699 8.9247570 11.4539721 10.4316500 12.7116331 0.2856981 9.8631466 1.5081244 10.6403345 11.9962373 9.4158594 NA 8.7695337 4.8300372 11.0681701 7.7119828 1.8706606 10.5873817 2.2953116 9.0339108 8.2301857 -1.2993827 6.8248760 10.3531522 8.9510539 2.2857277 6.7451499 8.9498687 -0.2992052 8.9150745 9.4631373 10.0033942 4.1270224 12.3014686 9.0215558 10.3920627 12.8612571 11.7371007 8.7600998 9.5633927 1.2856981 15.1223929 0.2856981 7.9999634 10.4602274 5.5209345 7.6285330 7.2399145 7.6106484 1.9861561 11.2543846 8.8847255 6.7286607 2.0226874 1.5081244 9.6527684 0.7007948 8.6329701 8.2515023 9.7430987 6.3373793 7.5304781 12.9629970 7.6751702 8.8390271 8.1744609 8.9223424 11.0547650 8.0909243 10.6993458 7.7231230 11.4265476 0.2856981 7.6136444 14.2521632 9.4371572 1.2856981 9.5336453 8.3977230 9.9716347 2.7007504 8.4967951 7.9004279 10.9138595 8.6936936 6.2706112 8.7147758 8.5241225 3.6076499 6.9675421 8.7829045 9.6901499 9.7855638 10.3108575 11.6648326 9.5757366 10.8251998 9.5633927 10.9557839 8.9807257 2.2857277 3.9102050 9.3898797 8.6461990 8.5275102 10.5012508 10.4341944 2.7882263 13.7031748 4.3154648 9.1815456 9.1280681 10.1032346 9.0550047 5.6894389 5.9102098 11.0779659 11.0190157 10.3305673 9.0616023 11.2704235 10.6618432 9.4388476 10.1840673 10.6177544 3.1601941 9.4016631 2.9486756 3.7451513 NA NA 10.6421698 10.1941105 10.0550047 7.7961526 8.7369289 5.7560385 8.8157989 6.4218544 7.6951086 12.6618432 7.7007553 8.9604987 11.2981096 11.0962895 8.9803658 9.9427385 9.6001123 11.0367039 9.4894737 9.0113682 10.0893109 7.6076462 6.5833987 7.7451492 11.4369458 10.2440820 0.2856981 7.6970878 10.8794202 8.3767123 10.8144975 4.1926045 10.2791280 10.9531251 5.5587360 4.7007560 NA 8.8656621 7.3080860 10.1986072 11.0355873 8.7546811 10.7782387 3.7882159 11.1574999 9.1855782 7.2243172 10.6244542 2.1601780 3.1601941 8.7789060 NA 3.7882159 3.1601941 1.0226874 3.6549510 -0.2992052 9.9751335 6.2553440 7.1186079 10.2182033 6.8388220 -1.2993827 5.2243182 11.0011079 10.1499040 11.5989788 11.3380594 11.1853265 10.4341944 8.6166349 10.1416245 6.3306211 10.4849812 10.0544536 9.5217319 11.5765047 2.2857277 1.2856981 10.6214804 8.6225962 8.8027309 11.4556429 9.3643135 8.0294302 12.4953743 12.2227238 -1.2993827 10.0204275 7.3472776 12.5289910 9.9445244 -0.2992052 2.9486756 NA 7.9838435 NA 9.8183984 8.4522993 9.3446115 10.0102317 11.1901016 9.0583073 8.8640781 2.8706804 1.7007504 10.6516757 2.4011936 2.5080990 9.5986008 10.0505894 7.9557841 3.7007504 6.7175640 11.4959833 9.9187130 10.1217682 10.8656623 9.9249139 8.3959835 11.4878417 4.8254956 8.3355663 9.2563031 10.2964791 0.02314500 0.01866300 0.02384700 -0.09841800 -0.04008300 0.40477000 0.13495000 -0.02630400 -0.02868300 -0.02868300 -0.02868300 -0.01119800 0.02314500 0.02314500 0.00812940 0.00322980 -0.42085000 -0.41630000 -0.41630000 -0.41630000 -0.41630000 -0.09841800 0.00083195 -0.43268000 -0.20647000 -0.21280000 -0.02630400 0.00000000 -0.42309000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.423 0.000 0.400 0.400 -0.316 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.163 0.163 0.000 0.000 0.000 0.000 -0.416 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.402 0.402 -0.419 0.135 -0.213 -0.213 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.423 0.000 0.400 0.400 -0.316 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.163 0.163 0.000 0.000 0.000 0.000 -0.416 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.402 0.402 -0.419 0.135 -0.213 -0.213 0.000 0.000 9.605390 11.969297 12.741559 10.163769 8.991926 9.337380 3.093070 4.967542 7.308086 8.937965 13.213372 9.036257 11.357404 9.536719 8.310045 8.426973 10.509719 4.870680 10.261088 8.156083 7.883150 8.296106 9.431081 7.036146 6.101635 11.453763 12.440114 10.282897 10.446850 2.022687 8.772218 7.468940 9.550160 10.117025 12.337493 9.131208 10.511729 8.425167 10.147839 8.141624 10.158649 9.968127 7.734179 6.455643 8.086618 7.508110 13.275231 10.504483 13.053488 7.160843 11.359413 10.436311 15.270374 12.147839 12.632416 11.104833 2.700750 11.436946 10.044496 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.855239e-07 2.42762e-07 NA 10.2575341 7.2688021 11.3155528 6.6778408 3.0563581 9.4473484 7.7273412 NA NA 2.6778465 8.3755039 9.5145227 4.5258371 12.5592610 10.8945869 8.0105488 10.2006187 11.0524459 3.3559184 8.6574092 9.6879495 8.4618216 7.6320377 7.4644371 8.6133007 13.9279618 6.6413148 NA 9.2123385 9.6585519 2.6778465 2.5258434 9.1174641 8.3445977 -0.6440816 10.2590416 10.2285878 5.1108017 10.7894984 10.5726588 NA 10.3573212 6.1240965 9.6320373 12.0921035 9.3057396 0.9408809 9.5195627 3.8794705 9.6935349 7.3274565 NA 9.9979647 NA 9.9213863 7.6459322 NA 1.6778465 8.7884551 7.3615377 NA 5.2628052 8.7439303 5.7821779 9.9943489 8.1696941 13.7921040 3.7482251 12.1824476 14.4820528 10.5302146 14.3025452 12.1672877 9.2278183 11.2721657 2.1632733 15.7269068 -0.6440816 8.8050615 11.7038112 4.9408762 7.2200987 7.1951172 7.2925508 2.1632733 10.7309525 7.0337732 16.3816149 NA NA 8.0906227 NA 9.6002768 6.6505334 10.1141362 7.1041060 6.2747760 13.3385501 7.4696548 7.6180081 8.3042801 7.0701585 11.8925318 8.2717921 11.1099654 8.1664845 10.1543849 0.9408809 7.7090597 15.7206290 9.6308734 2.1632733 9.5871341 7.3838192 9.6156563 2.1632733 9.6562656 7.2747760 9.6470837 8.5233310 3.1632733 9.0141246 9.2851715 NA 7.6366841 8.0872321 9.0123379 10.5245851 7.4433762 11.3377550 9.7737654 9.6482346 8.6062112 11.0006706 8.2781702 2.5258434 0.3559184 9.9267175 8.4433758 10.6806561 9.0283385 9.6539756 0.9408809 14.0034276 1.9408809 6.6320370 9.4353977 8.4980202 9.5005712 0.3559184 5.6778408 11.1820642 10.6614048 8.6320373 5.7988567 11.9938261 10.8096980 9.4916222 8.6845880 10.6320374 3.8794705 9.4826948 3.3559184 2.5258434 0.9408809 NA 10.3629403 6.4433762 9.2762659 8.1535743 9.6213523 6.0141254 7.8356930 6.3216972 5.8637081 11.9843585 10.2385560 8.8417423 10.9646299 12.1994415 8.2507309 10.0821312 8.8091835 11.5126281 9.9229184 9.1158011 9.8921603 3.2628090 2.6778465 7.8316467 12.0868076 8.0613382 3.3559184 9.2652060 11.8637076 8.9389958 10.7615863 5.5457368 10.1696942 11.4260340 7.1696946 -0.6440816 NA 8.1728965 5.8477665 10.3020882 9.1712964 10.0042706 11.5078809 3.1632733 10.0698751 9.7211419 9.0889284 8.8676658 0.9408809 4.4433746 10.2947574 -0.6440816 6.0973790 1.6778465 0.9408809 3.6038459 1.3559184 10.1032668 7.1696946 7.3838192 12.8940061 7.0563527 NA 2.9408809 9.3838190 9.3260189 10.5829272 10.9697024 9.6413152 8.7926244 7.9295602 6.5358228 5.4738161 11.2884969 11.9511705 10.2732851 9.1372727 0.3559184 1.9408809 9.5568116 7.9446277 10.5432650 10.7167601 9.3741131 6.4954649 13.0078616 13.7757415 6.1632673 11.4016726 8.4225942 12.8625925 10.1429993 NA NA 0.3559184 7.0701585 NA 8.9742984 7.6038407 9.3159149 8.8735825 12.1842479 7.5457375 8.5653664 0.9408809 2.1632733 11.7071283 5.3782792 0.9408809 10.1397298 8.8557590 6.8071243 9.8607319 7.4380624 11.1652792 9.0194712 8.3389066 10.7156625 9.0194712 7.4800340 10.4729067 1.6778465 6.2262773 9.5031179 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 1 6 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.560613e-06 4.161634e-07 NA 11.4036835 9.0715895 9.9786724 8.8549600 7.5189843 9.7336931 8.2494529 0.5218548 3.2010065 3.5661941 8.2899889 9.7868337 5.3031634 12.0717097 10.9714693 10.1245037 10.5942723 11.6595964 1.5218046 9.8002543 10.3487504 9.1906897 9.7554244 6.9812362 9.1862519 12.8601929 5.5770874 NA 10.0864306 9.5559158 2.9141244 3.3797873 8.5076468 9.7494206 0.1067503 11.9896650 9.1095823 6.1584299 10.7812538 12.3358865 NA 9.6639119 12.2167067 10.2287324 10.8566367 8.8760540 NA 7.7838999 5.2083066 10.2912294 7.5274293 0.5218548 10.7767891 NA 9.3389884 7.7602096 -0.4781452 6.2012849 9.7373378 8.3015241 -1.4783462 7.9417648 9.0206539 4.8072055 9.7208636 9.5586652 11.6885955 5.0609639 11.3361609 15.9653966 11.8879903 14.2318847 10.6892229 8.7990922 10.2945317 1.9812316 16.1389852 NA 8.2683193 9.6079409 4.1656628 6.9894104 8.1764410 7.8990155 1.3291810 11.3204790 7.6983018 5.2497260 0.8437427 4.6917296 9.3743342 4.9975363 8.2866765 7.9543464 10.3154081 7.1217179 7.0335574 13.4736358 7.7979293 9.1835828 10.2497253 7.3704276 10.1557081 7.8837485 10.8652681 8.1105193 11.5413955 NA 3.2222481 14.2312117 10.0792685 0.1067503 12.0558644 7.6816762 9.3080744 7.6992240 7.9501651 8.0096450 10.7494207 7.4226712 2.6917351 9.3890834 8.8527218 1.5218046 8.4962195 8.7029570 9.4059753 10.7014029 10.2641141 11.8162417 9.6374987 10.7929759 9.5469442 10.4646857 8.5977785 3.9812407 0.5218548 10.0473256 8.7909313 9.1374344 10.5895752 10.2411936 2.5218046 13.8755719 8.2205094 11.5753913 9.8008349 9.4241799 8.9512116 5.9730165 6.7932678 10.2467449 11.0773525 9.9000995 7.5076464 11.4418244 10.7738787 11.1378941 10.3910130 11.2185550 3.1067671 8.8149544 3.9141244 0.8437427 NA NA 8.9194792 9.8886734 9.7685453 7.8392176 9.9559534 4.4525427 8.7932678 6.4406682 6.1881358 11.7391567 10.3347842 8.8164256 11.1681384 10.9301345 8.7602096 10.3141884 9.9883911 11.5433053 9.2300264 10.9975382 9.5899112 9.7584169 3.7312593 9.3113385 11.0771129 11.3302360 5.6510890 8.1972678 11.5992881 8.6778877 11.5088911 7.7385503 10.1355943 10.9430806 7.2463188 0.8437427 NA 8.8129753 7.3952488 10.6446328 10.2653769 8.1142619 10.7445997 6.7697321 10.7660169 9.0773525 7.7838999 10.1920184 3.2766902 4.3797873 9.4767280 1.6917128 9.1447717 6.6664626 3.8016450 3.6510861 4.1942289 10.8471102 6.2360506 6.8616552 10.8493097 5.2800284 2.9141244 2.8437427 11.1688134 10.5959462 11.3931325 11.2015047 10.1701623 11.2852246 9.2196412 9.5695967 6.2143852 10.8633236 11.6528578 9.6139012 12.2234361 -1.4783462 0.1067503 10.1231113 9.1282099 8.8968443 10.4154855 9.4694418 7.1067671 13.9346723 14.5111549 1.9812316 10.9028069 7.7882165 12.0025949 10.2034824 NA 0.1067503 NA 8.1123915 -1.4783462 9.0735514 8.5133265 8.8221572 8.7214772 12.0424234 8.3227047 9.2195020 0.5218548 0.1067503 10.7168693 1.1067503 1.3291810 9.3751144 9.4249334 7.9333159 6.1584299 7.9853291 11.3453710 10.6591161 10.0206540 11.0840472 10.0691813 8.2135480 10.6800988 4.7527379 7.6639117 8.6211526 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 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 NA 10.7171591 9.4371435 10.0092212 8.5569037 9.9260442 10.2905405 7.8730608 NA 1.1861836 4.0858580 8.3654970 9.6526760 6.3687945 11.8195164 10.9293980 9.8216236 10.5819822 11.7404172 2.4013574 9.7064472 10.3069645 8.0697408 8.7589144 7.0202722 9.5619544 13.6641705 6.4948748 NA 10.0400571 9.7038384 2.5009040 4.3219281 9.0244601 9.4347856 -0.4060248 10.8519847 9.4229375 8.1389721 10.6617781 10.8782534 NA 9.5662695 6.3884238 10.4884465 11.4037758 9.3753673 NA 8.0097491 2.9159415 10.1509926 8.0778235 3.1175621 10.6229186 1.9159415 9.1497758 7.8155946 -1.4058337 5.9863245 9.2673167 8.0055184 1.1790014 6.0033976 8.3835414 8.9938195 9.3563897 9.4842719 9.8143860 6.1175704 13.7875961 12.9698616 11.1336512 14.0799313 10.8143860 8.6080282 10.7757810 -1.4058337 16.0671822 NA 8.3219281 9.8312176 4.4766539 8.0431564 8.0286360 7.3819106 1.2169204 11.4764597 7.5737184 2.0534242 1.4013574 -0.4060248 9.1676547 4.4268954 9.0656830 8.1883322 10.2809458 6.4013625 6.9690469 13.3303567 8.1883322 9.2513262 9.4948744 9.2441619 9.9346256 9.1106926 10.3835413 8.0181740 11.6238125 NA 8.2142273 14.4155076 10.0018065 2.4013574 10.8963609 7.7051430 9.4789413 4.7437573 8.7589144 7.5482039 10.6884153 8.3354748 3.2944443 9.5583486 10.0281145 NA 8.7220021 8.6600968 9.2087175 10.9443944 10.0118601 12.0478583 9.7645586 9.9164992 9.7097016 9.9543061 8.5029706 0.9159415 -1.4058337 10.3206515 8.5008984 9.3522308 10.6003337 10.3839488 3.5009040 14.2141129 5.0534372 11.0314996 9.8840265 9.9548547 7.8561024 4.2087201 5.3753662 10.9676885 11.2857512 10.1883323 7.3253270 11.5536601 10.9111376 8.7776429 10.2114751 10.9849827 3.2944443 8.7321769 5.2805073 2.1789695 -1.4058337 -1.4058337 9.6847818 9.7181290 9.7538789 7.7386658 9.6437200 6.4268971 9.4636014 6.2734879 6.2263486 11.8388174 10.0682206 9.0768156 11.8957896 11.6220864 8.6526894 10.0580427 10.1892652 10.8837384 9.3455516 11.3959181 10.2952231 8.5911872 1.7639214 9.0524143 11.5543717 9.7676535 6.2233646 9.0641885 11.2586771 8.7676849 11.0047240 8.6694867 9.8028516 10.9133975 7.8770958 0.5939752 0.1790014 9.3638454 7.2123933 10.5787821 9.7532483 8.6024361 10.9333009 7.0327995 10.7272141 8.8010218 8.0452185 10.2169746 0.9159415 5.1789695 9.5068970 NA 6.3621928 2.9863199 2.4013574 4.2087201 -0.4060248 10.8581570 6.3422009 6.8276272 11.3153226 6.2849138 -1.4058337 3.4519891 10.9573211 10.5154767 11.6057590 11.4328176 9.9554032 10.9687754 8.6246748 9.2770023 6.5325881 11.2948808 11.6679818 10.0291570 11.2659909 NA 1.5940230 10.1214847 9.8619647 8.8359907 10.8820085 9.1505137 7.3321001 13.9951872 13.9739275 2.1789695 11.2933632 7.1070643 10.7742277 10.1883323 -0.4060248 0.5939752 NA 7.5911872 NA 10.1846227 8.5583484 9.0928568 8.8192150 11.5700347 8.6933556 9.2184560 0.9159415 NA 11.5689599 4.8228270 4.2087201 8.9581423 9.2405664 8.0958448 8.2557858 8.3455516 11.2260941 9.9986171 10.5791380 10.5791380 10.1740919 9.7322794 11.6215681 4.9061643 8.1485966 9.2041097 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 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 NA 5 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.242451e-07 1.040408e-07 NA 10.0005301 8.8273703 9.8427713 8.2934105 7.7449078 10.3292276 8.5645108 NA 2.7538398 4.6242764 8.2614086 10.0293209 7.6737472 12.2833201 10.5924763 9.0559947 10.3976860 11.7801556 3.7215805 10.6615380 10.6752659 9.4459412 9.4376123 9.5522629 8.9989136 13.8251485 5.5017958 0.7829956 10.2999893 9.9785535 4.5555646 5.2641010 8.7583465 9.5233191 -0.8018831 12.0289249 9.6918691 6.4741375 10.6232296 11.8956328 -0.8018831 10.2600598 8.4995099 10.1383272 10.5125969 9.6858536 0.1979912 8.4601085 3.8984502 11.1681195 7.3426721 -0.8018831 10.5015604 1.7089818 9.4871911 8.2587097 1.5199444 6.4459418 9.8677845 8.9105405 1.5199444 7.1752940 9.3247181 6.3375648 9.5881826 10.4706434 9.5849539 5.7678693 10.0295505 12.1487518 10.9649566 13.7827413 10.9432678 8.9891765 10.7186323 0.7829956 15.2947494 0.7829956 8.1724280 9.5697903 4.8704387 7.5244430 8.2148218 8.1257916 1.5199444 11.1003888 9.1345339 2.0053641 1.1979912 2.3679301 9.8373543 2.0053641 8.6978596 8.2505817 9.9981047 7.3976858 6.7904710 12.7847362 6.9989131 8.6471623 9.1681195 7.8984533 10.9021161 9.1909521 10.6321206 8.4268325 11.0482005 NA 6.0181935 15.3627242 8.7923384 1.1979912 10.9399019 8.3039223 10.0521028 5.3679371 7.9956750 8.0466367 10.6717194 7.1463813 5.0053685 8.6878617 9.3260079 5.0559938 8.3853659 9.0591005 9.2478623 10.1153857 9.9053727 11.7590008 9.5643359 11.2383033 9.7107541 10.6767833 8.7146000 5.7058093 0.1979912 10.0213809 8.6878617 8.8654447 10.1018955 9.9964855 4.2424043 14.0252075 9.7008454 11.8821047 9.8391622 8.4292347 8.9019174 5.3477613 6.3477613 10.2444555 10.4435664 10.1543898 7.0309032 11.2901100 10.9058041 9.1064062 11.0081836 11.0281327 4.4459385 9.0012731 4.4459385 2.8984599 NA NA 9.9139756 9.8553321 9.6326419 8.2694760 10.3046420 5.5903325 8.7077888 8.2774985 5.7058093 11.8285083 9.1681195 8.6656191 10.9977000 11.3137076 9.1988305 10.5472949 9.4636286 11.6620488 9.1781532 9.4577570 9.9318764 9.4038069 1.7829956 8.6305555 11.1317043 10.3592211 7.4648006 6.9845449 11.2335001 8.3927703 10.8858267 8.6858536 9.9233799 11.0217789 7.9529014 0.7829956 -0.8018831 8.6574453 6.6737472 10.1623544 10.3810286 8.1866981 10.9335697 6.8845137 10.8594889 9.2478623 7.5108963 10.2169093 2.8984599 4.9529020 8.8651251 1.7829956 6.3779219 2.0053641 4.5442628 4.8984551 4.1049069 10.0783625 7.0745301 7.3976858 10.4331603 6.0076844 2.3679301 4.9793715 10.8766138 10.5572141 11.3544128 10.7997845 11.2674634 9.9899905 8.1317042 8.5308780 6.1613718 10.9399019 11.5123136 9.7166669 11.4975079 2.3679301 0.1979912 9.9801929 8.9428476 9.1980135 10.3375650 9.9777330 7.2478620 13.0912204 14.1214804 3.1980069 11.7412872 8.6188582 12.7904707 10.4007497 0.7829956 1.5199444 0.7829956 7.4123327 0.7829956 10.4630425 7.4025849 9.2654479 9.4554014 12.6031551 8.7371723 8.8685991 4.4074683 2.0053641 10.5654284 4.1980147 2.7829746 9.4891842 9.2907709 7.4880321 6.4171825 8.1752935 11.0691488 9.6063434 9.0852342 10.9457871 9.6993035 8.6200783 10.6574453 5.0053685 7.1405282 8.6368055 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 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 6 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 1.144449e-06 4.508437e-07 NA 11.2194728 9.4133675 10.0489225 8.4825999 8.0545397 9.2521597 6.4478106 -1.1228055 0.7330940 2.7840014 8.3609362 8.5844793 4.5495460 12.0382521 10.1191034 10.5272745 10.3784598 11.0856595 -0.1228055 9.2291637 10.0243252 8.3365521 8.9008747 6.1809017 9.1250476 12.0548512 6.2169709 NA 9.6884949 9.9619286 3.5209753 3.7350997 8.5191719 9.4182169 -1.1228055 11.4519503 8.9132940 9.5862040 10.7343237 10.4364973 NA 9.7757217 8.0792442 9.9452267 10.6353435 7.8967108 NA 7.9908624 4.8771209 9.9751524 8.4006822 NA 10.7205859 1.7916891 9.4483893 7.6084389 0.4620523 5.3849132 9.3033851 8.1509160 2.1990598 6.6253129 9.4230499 6.1532440 9.5662447 9.6444771 11.7798722 4.1625243 12.0140009 13.9264583 11.0002717 13.3768416 10.5701715 8.8785286 9.0369915 2.1990598 16.6173358 NA 8.2907483 10.9549374 3.1250559 7.6453046 7.7989610 8.6286643 1.8771160 11.2912769 6.9226070 13.1035324 -1.1228055 2.4620785 9.3868952 2.3365405 8.6169009 8.1671391 10.4407932 6.9856450 6.7100101 13.8511763 8.2346723 9.3200638 9.3759695 7.5460054 10.5946682 7.3809459 10.8078576 8.2302669 11.2125106 -1.1228055 6.3200640 14.3619117 10.9928142 0.8771160 12.0346251 7.5101154 8.9364648 3.7350997 7.3888732 7.7658636 10.5982195 7.7900096 4.0865715 9.5706071 9.6650228 NA 8.8813407 8.2907483 9.6519074 10.3401336 11.0501727 12.0522877 9.5137450 9.9764680 9.3649602 10.2801323 8.3246167 2.1990598 1.6844597 9.9999483 8.5583587 9.9512617 10.5339919 10.0514219 5.0268664 13.4937840 12.0610657 12.8057312 9.7443989 9.9771255 7.7870132 4.8543997 6.6185867 9.9458985 11.2508011 10.1023277 7.0962893 11.2991535 10.4672394 9.9751524 10.5019157 10.5557204 1.8771160 8.9851087 3.2694372 -1.1228055 NA -1.1228055 8.5317561 10.1345081 9.8757107 7.6453046 9.0060040 4.6584800 8.2970804 6.3200640 5.9960610 11.5642772 10.2960270 9.5236790 11.3088790 10.9827014 8.6876920 10.1071407 9.7474849 11.5046542 9.1544078 11.7898225 9.1967924 8.9077875 2.6844821 8.8004476 11.3498111 9.2604790 3.6844709 8.5227788 11.4087454 8.9050262 11.2286116 9.1578911 10.1984847 10.6156348 6.2608255 1.1990598 NA 8.3487954 7.2651377 10.5388984 10.1962279 9.2619040 10.9053717 4.9856461 10.6837263 8.8313164 7.8883475 9.4779624 1.4621047 5.0268664 8.9499227 1.1990598 9.9479120 4.7350997 3.6320122 3.4006882 0.4620523 11.3257528 5.9960610 6.4393622 9.7521016 4.8163488 -0.1228055 2.7840014 10.6872902 10.2790664 10.6223744 10.8045279 10.1602086 11.0080125 9.9465700 9.4153091 6.0435348 11.1942502 10.8629622 10.0570293 11.3459988 0.4620523 -1.1228055 9.8472262 9.3639553 8.9296883 10.5762589 9.0829136 8.4955057 14.5529395 14.0088567 2.4620785 11.6868884 7.0178985 12.6156348 9.7474849 -1.1228055 1.1990598 NA 7.6682830 2.1990598 10.8001394 8.9973582 8.8529683 8.9725172 12.0780188 7.5353314 9.2562495 0.8771160 NA 10.9866245 1.8771160 2.4620785 9.5046542 9.7123812 7.6219544 3.9215125 7.9725175 11.3316766 10.2859807 9.9405153 10.6621639 9.5583587 6.6453039 10.3883788 3.6484769 6.8019334 8.9472413 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 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 11.456489385 10.043185356 10.347771831 8.978976382 6.013870891 9.487377815 10.411147197 NA 0.197488002 3.096329330 8.403491848 8.378992730 4.550900665 12.250401227 10.533121880 11.610572408 10.289812914 11.316577169 0.663390165 8.996081655 9.630888306 8.572666882 8.735908320 6.575065708 9.075308530 12.247772676 5.809051667 -1.658355759 10.044051302 9.865497596 4.148803980 3.698996301 9.486103938 9.195534863 -0.073545065 11.800364936 9.135861627 12.462655455 10.418595290 11.949931590 -1.658355759 8.755073504 9.127715296 9.802925205 10.366585264 7.045349042 NA 8.946925276 5.248337484 10.173940170 8.196313928 -0.658583476 10.423262064 -0.007811664 9.027070539 7.937635703 -1.658355759 4.926407492 9.500686351 8.024440475 0.926379025 7.667875099 10.325864208 7.563033018 9.006781609 9.776595059 9.257325136 4.341444991 12.460727336 10.471694518 10.781016951 13.504702304 10.677952321 8.679067641 8.693489048 1.663390165 16.294778284 -1.658355759 7.603540300 11.199426722 4.511373155 6.868922537 7.582236841 6.746586874 2.289126220 11.604861657 7.444602470 2.733766480 -1.658355759 3.341444991 9.355466287 3.385845149 9.142345529 8.585809460 10.754544738 5.570265579 6.720824298 14.523238588 7.769806114 9.715398354 9.058265078 6.658858408 10.576059601 7.031443721 11.312270644 8.595293292 12.605448428 NA 3.985300042 13.669419338 11.064680058 -0.658583476 11.534817073 7.480996949 9.222559706 6.579849919 9.543569540 7.817179381 10.488014433 8.419596615 3.550900665 8.648646631 8.855173405 0.663390165 7.631464475 8.814136692 10.794201802 10.465890210 11.175126473 11.887745801 8.668998410 10.223324438 9.308671904 10.223706712 7.797060332 1.926416980 1.663390165 9.973532211 9.432881134 10.512935278 10.310832236 10.407534925 5.428909507 13.390528510 8.465567221 12.896154497 9.514498275 10.436183290 9.589966427 4.926407492 5.865008185 10.869655606 11.074461082 10.839048091 7.426253851 11.218265767 10.875991802 10.352323438 9.996081796 10.732689365 1.663390165 9.872997854 -1.658355759 3.470732074 -0.658583476 NA 10.061689941 10.526940685 9.529416303 7.289813260 9.280819246 2.985300042 9.133422502 5.825261563 5.880604720 11.592928172 10.528488493 9.061690076 11.586255509 11.434368019 8.989803194 10.565145787 9.865987460 11.971712852 8.790594492 11.045133038 9.269223713 11.425589749 0.926379025 8.273660413 11.195924571 8.981410304 0.926379025 9.216934002 11.473945469 7.924528686 11.296369014 8.175916758 9.621636527 10.917221312 7.034933186 0.341416524 NA 8.489922200 7.217962543 10.046646162 11.739521365 8.983497575 10.583131013 4.407536306 10.913603548 9.014754746 7.486103737 9.587592457 0.341416524 4.041882519 9.112109747 5.501318119 8.082912775 3.800879197 2.800868846 3.096329330 3.041891278 11.950624495 5.272183728 5.992496541 9.711490088 4.535611318 -0.658583476 2.865008185 11.064466660 10.207952011 10.936703227 11.171960933 10.169978976 10.677394338 10.680182099 8.818191974 6.877576171 10.820720749 10.289082635 9.855173405 10.432550460 -0.658583476 -1.658355759 10.145173290 9.856159843 9.416256231 11.339683571 9.186151390 8.685741512 13.256251288 13.841758587 0.926379025 10.292730454 6.976946691 12.690104750 10.328354380 NA 1.148803980 NA 7.254335154 2.865008185 10.875262100 8.659988403 8.252837600 10.013429039 11.359472029 7.385839973 9.321313917 1.148803980 -1.658355759 11.195729730 -0.073545065 1.148803980 10.395371649 9.681295697 7.594111077 4.880602272 7.589373254 12.085859140 9.627425906 9.598244040 10.952239929 9.240047139 9.768234620 9.518242219 2.926416980 6.531270720 8.934836980 9.941358567 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 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 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 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.734014e-06 4.855239e-07 NA 11.04007494 9.29556531 9.46437748 8.42830824 NA 10.37666719 8.69259319 0.53953107 3.29303199 5.34692144 8.18822238 10.84714530 9.19420109 11.89326319 10.26464714 10.52113222 10.40632875 12.45020770 4.44645475 9.68931209 10.60385868 9.13947768 8.89565010 8.91690563 9.03008166 14.29037661 8.19300733 0.53953107 10.44445039 10.65634209 4.70948916 6.38086795 8.98940131 9.44745708 -0.04543143 11.57206992 8.92758213 11.34046485 10.77876570 10.68082066 -1.04543143 10.59710550 5.31215326 11.19061665 11.39079347 11.18552354 NA 8.92758213 3.53956829 10.66066671 8.12952825 NA 10.15782199 1.42706976 9.01394680 8.51875189 -1.04543143 5.22138992 9.69775384 9.31435212 1.95460579 7.37245504 9.55915565 0.95456857 9.62260096 11.15396806 9.56378124 6.45444901 10.76777843 13.54659223 10.71157569 14.00262096 10.59575110 9.25381038 10.03141808 3.95460579 16.23944463 -1.04543143 8.78432534 9.99489223 5.14442576 7.64808933 8.02069165 7.98802567 2.44002198 10.69100436 10.01580488 1.95460579 1.76196603 1.76196603 10.22021748 -1.04543143 8.75711895 8.67399130 10.06964605 6.29445166 7.08902880 13.38361683 6.76838417 8.54892707 9.17860410 9.11321213 10.73136443 9.04868004 10.72980120 8.56378124 11.76778240 -1.04543143 6.35548148 14.93534453 9.09287419 0.53953107 10.42424430 9.15058988 10.96617917 4.04206644 8.36611366 7.89418175 11.63891277 7.53203092 4.81258550 8.61281396 9.19420109 -1.04543143 8.14935947 8.89124054 9.62614359 10.33506348 9.36399344 11.59193602 9.56931222 11.01732324 9.92829984 10.42118879 9.44966805 0.95456857 1.76196603 9.98043409 9.28215505 8.72444018 10.12765494 9.82804665 6.66196190 14.35424756 9.20726793 12.69227233 10.33884656 7.55822860 10.21375723 4.68252273 7.29889838 10.54097316 10.42982924 9.58850590 5.64110379 11.07192091 10.87309309 9.18101457 8.92901720 11.33884661 2.95460579 9.39976220 1.53958070 3.04206644 0.95456857 NA 10.61638058 10.10942064 9.12202064 8.38505521 11.03088697 8.02874373 8.44645558 7.43438303 6.34691967 12.30636991 9.24692416 8.05526454 10.96687779 11.56123901 9.77337628 10.45145625 9.83877296 12.26422093 9.20015513 9.79930818 10.31215451 8.30554150 1.76196603 7.33830674 10.72526638 6.57797257 7.42220777 7.51699768 11.22927181 8.42830824 10.52588105 6.38923122 9.98457981 11.31022888 8.57298779 2.86149887 1.95460579 8.20726768 6.56931184 9.61993841 10.05657811 8.89124054 11.12170692 4.62702894 10.90797687 9.19061659 8.00445083 10.35388034 2.27652644 5.25838324 9.20252988 0.53953107 7.41403403 2.41402726 4.41403403 4.41403403 2.53955589 9.91966529 6.78749254 7.40581371 10.79316035 6.65629042 2.86149887 6.36399279 10.99660377 10.55730133 11.57275853 11.07062144 11.81510754 9.40581350 6.81878922 7.79695265 5.91888470 10.61459833 12.63847433 9.76998574 10.57756941 -0.04543143 NA 10.05592161 9.31435212 9.33072779 10.22956293 10.08967041 7.48598383 13.24764297 13.13178839 7.49763392 10.61370642 7.67087290 11.90333471 10.51684487 2.12452666 0.95456857 1.27655622 7.45842794 -1.04543143 11.05789685 7.15917403 9.61993841 10.18941986 11.61526694 8.35120737 9.16753657 6.29445166 1.76196603 10.64765377 3.59846049 2.53955589 10.03342039 8.60744757 7.00988459 6.72938962 8.17134846 10.96408119 9.68167203 9.38505500 10.95601068 9.38969974 10.02606483 11.27173240 4.20252743 7.05263434 8.46239716 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 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 5 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 7 0 0 0 0 3.468028e-08 0 -1.8661735 10.0009738 9.0266241 10.2977309 7.5955604 2.0409625 9.7878219 7.0653213 -0.8659105 0.7286607 4.8065045 8.4020382 10.9748591 7.0998654 11.9534620 11.7289889 8.2321134 10.9719062 11.9134928 2.0409625 10.5999026 10.5322905 7.5935129 7.9732852 7.4446936 9.0588936 11.1110033 5.2736315 NA 10.1397057 9.8877158 4.0167281 4.8484627 8.0574086 9.6615581 0.4559650 11.0002010 9.7864781 5.7561320 10.3511301 9.5545677 -1.8661735 9.5408177 4.4008658 10.3505239 11.3188016 10.4761558 NA 8.2202172 2.9414444 9.8564618 7.9365973 -1.8661735 10.5753577 1.0807941 8.9178980 8.1354892 -1.8661735 6.8585953 10.0190148 8.8628521 1.3039853 5.8345216 8.8601204 3.2633650 9.4090417 10.0893678 10.6642436 6.9187166 11.1985814 11.2284888 12.0737522 13.6296864 11.0486532 8.6259342 10.9538611 0.1340895 15.4646480 NA 8.8188298 11.3555173 4.9284982 7.4078770 7.6016869 7.8534699 1.5934972 11.2798542 8.3322317 2.3040145 1.9414444 6.4872275 9.3398745 4.8889672 8.8362540 8.0334379 10.0178700 7.4717028 7.6809755 13.0092546 7.9382123 8.9170793 10.2125656 6.3090070 10.4099757 8.3288383 10.8950090 7.7358518 11.1472294 NA 5.7779378 14.6855642 10.0688778 -1.8661735 11.1567958 8.0439744 9.7404864 4.1564452 7.4102054 8.1812049 11.0182517 7.7377077 2.9920614 9.1695675 9.3526444 NA 7.8258244 8.5863223 9.8362538 10.3331400 9.8696372 11.4855477 10.0955309 10.4427046 9.7810898 10.4517764 8.8387804 2.2215369 2.7779352 9.9158507 8.9317427 9.2195935 10.7077284 10.3858595 5.5519343 13.4796597 9.4778222 10.7907295 10.2549671 9.8538977 8.2582023 3.7779352 6.5603466 10.3595899 11.3708428 10.1117189 7.8939695 11.2085488 10.5537781 7.9873908 10.2704315 10.6495346 3.0882773 8.8603418 1.1340895 0.4559650 -0.8659105 NA 10.1712849 9.8135612 10.3828983 7.8258244 10.2902749 6.3580832 9.2208808 5.3724855 6.2173471 12.2952131 9.6364158 9.7096205 11.4414243 10.7591051 8.9360239 10.0063712 9.8948011 11.2691491 9.1846101 10.6244307 9.6991261 10.8420873 3.6886727 8.5996477 11.7878220 10.9308164 2.2215369 8.0604960 11.6369130 9.2373689 11.6539631 7.6259345 10.4526240 10.8227686 7.1730005 0.4559650 -0.8659105 9.1368963 7.8789147 11.0226342 9.1156484 8.2556145 11.0900943 9.4463969 10.5570946 8.8747054 7.4894321 10.5909489 2.5263944 3.7487940 11.4128210 -0.8659105 7.0288984 5.4378636 3.6259367 4.9022666 0.9414068 10.8216755 7.9382123 6.9349811 10.5785526 6.1355451 -1.8661735 4.4008658 10.9321479 10.5973501 11.4272654 11.2697905 10.8433804 10.8478973 8.5749503 9.1180295 5.4454221 11.4051065 11.8993673 9.9598351 11.6118395 -1.8661735 0.1340895 10.0551783 9.6349230 8.9677620 11.0270205 9.4441258 7.7265383 12.7434908 15.4049605 3.1340730 11.7288723 7.7220274 10.9980738 10.1991607 NA 0.9414068 NA 7.2838283 -1.8661735 10.7160279 9.1723142 9.4677957 9.2907962 12.3552907 8.9284971 8.8877160 4.0167281 1.3039853 11.2699508 2.5263944 1.5934972 9.3046322 9.6478088 8.3641018 5.8889697 8.0911831 11.4655580 10.0955309 10.1074198 11.0351366 9.8763906 9.9240224 11.3876333 5.5206328 7.9811385 8.9928392 9.5960721 -1.1087e-03 -1.1087e-03 7.7783e-03 3.1910e-03 2.0440e-01 -8.1624e-03 6.9435e-03 -1.3127e-02 -1.9806e-03 3.8489e-02 2.4356e-02 2.6514e-02 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 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 5 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.005728e-06 6.936056e-08 0.1637563 10.2913710 10.3025049 9.8267715 8.2705873 2.0382606 9.8928608 10.0767408 NA 1.7212414 3.3862039 8.4211943 8.0525496 5.7183945 12.4653980 9.9186941 9.6225548 9.8803402 11.3874061 0.9007992 9.5337673 10.4732829 8.7760609 9.3101631 7.6636527 8.9052736 13.9236947 5.9711619 -1.4212062 9.9473506 9.9684754 3.7882994 3.3862039 8.4842312 9.6225548 2.2792930 11.7990712 9.6429131 11.9837195 10.7285911 11.9951138 NA 10.1633368 9.6801631 9.8607741 10.1824703 7.9429789 0.5788904 9.1033856 4.9363977 10.4729039 7.4243343 3.9363930 10.4674998 0.2792930 9.8481869 8.2723312 0.1637563 4.2512722 9.2190889 7.9119995 -0.4212062 7.3101629 10.1213923 7.4553609 9.2072897 10.2334801 10.8866141 4.0051125 10.4099137 10.7406057 10.3232575 13.6536545 11.0903497 9.3560993 9.0935581 1.7487618 16.2728346 NA 7.6476225 11.0202321 4.5095818 7.2370550 7.9407881 9.0945438 2.4809113 11.5573758 8.8889797 4.2226964 -1.4212062 4.3602027 9.6218713 0.5788904 8.7003776 8.7834151 10.5095813 7.5417402 6.3602045 14.3178071 7.2792837 8.8124636 9.1515443 5.7882968 10.6281378 8.3552771 10.8438730 8.8700148 12.6046757 NA 4.5561228 14.9271572 10.8806260 0.1637563 12.0130813 7.7512716 9.3084649 5.1638046 8.5036564 8.1410863 10.3131303 7.4522882 3.8642456 8.2600826 9.1218759 -0.4212062 7.5731973 8.7285913 10.2437357 10.3395640 10.5323130 11.7018920 8.8220179 10.4732829 9.5604114 10.6873685 7.6608602 7.1218754 2.6663021 10.4793335 9.1429936 9.9435532 10.0681903 9.7074829 4.5095818 13.5472858 7.2999434 12.8675660 9.7349272 8.9903550 10.3548658 4.9882348 5.8172497 9.7285911 10.5550502 10.9131173 6.5036572 11.0305987 11.1710674 9.8973869 10.3076149 10.3663385 4.6873687 9.4824698 1.1638207 3.0382781 -0.4212062 NA 9.8076628 9.8261782 9.3602038 7.6205028 8.4532723 5.7387165 8.4947236 9.4061867 4.9538845 12.2108168 9.9993306 8.6529855 11.1768966 12.1631019 9.5928646 10.7729853 9.5546921 12.7644938 8.9614679 10.1146054 10.1155769 11.9660536 2.8267620 7.8939937 11.2154687 9.6416390 2.3862039 9.8529425 11.3789350 7.6259681 10.5514649 5.6977849 9.6643164 10.8318051 7.0505191 -0.4212062 -0.4212062 8.3552771 6.4614876 10.0408350 11.6749003 9.2930895 10.6964871 4.8642456 11.1032388 9.3853937 7.8004314 9.4360475 0.9007992 4.1024062 8.3602036 3.4368281 7.1524917 3.0382781 5.5900720 3.5788421 4.2512722 11.2771146 4.4614893 6.7686687 9.5292468 5.7522723 0.1637563 2.3862039 10.4679677 10.6167341 10.6633202 10.8976693 10.2627160 10.9451662 10.1815429 8.3956515 6.2240692 10.6303929 9.6136431 9.6218713 10.6729217 2.0382606 NA 10.3374836 9.9982776 9.7336621 11.0256688 9.6462784 8.1429933 13.2897581 13.5793283 0.5788904 11.7479861 8.8458532 12.8182934 9.9898253 NA 0.5788904 NA 7.0984806 5.8917278 10.2031826 7.3169359 8.4180478 9.8717408 12.1829339 7.2008957 9.1628200 0.5788904 -0.4212062 11.2310168 4.4614893 3.2226964 10.8587447 9.1486998 7.0134723 4.9711619 7.7387152 11.7347691 9.1999802 8.7260488 11.4043991 9.0994627 9.0816760 9.8130627 3.5330400 6.7931637 8.6067502 11.2941626 0.0062481 0.0062481 0.0127950 0.0062481 0.2251500 0.1816200 0.1076000 -0.0078863 -0.0402690 -0.0402690 -0.0383060 -0.0358570 0.0062481 0.0062481 0.0062481 0.0052749 -0.4405900 -0.4458900 -0.4458900 -0.4458900 0.0127950 0.0062481 -0.4741100 -0.0382680 -0.1310900 -0.1310900 -0.0111990 -0.0559030 -0.4521100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.452 0.000 0.000 0.000 0.000 0.000 -0.158 -0.158 0.000 0.000 0.000 0.000 -0.293 -0.060 0.000 0.000 0.000 0.000 -0.446 0.000 0.000 0.000 0.225 0.225 -0.399 -0.399 0.182 0.182 0.000 0.108 -0.131 -0.131 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.452 0.000 0.000 0.000 0.000 0.000 -0.158 -0.158 0.000 0.000 0.000 0.000 -0.293 -0.060 0.000 0.000 0.000 0.000 -0.446 0.000 0.000 0.000 0.225 0.225 -0.399 -0.399 0.182 0.182 0.000 0.108 -0.131 -0.131 0.000 0.000 8.662323 12.290726 11.754549 10.246399 8.918694 11.443804 4.748767 3.708132 9.131513 6.244179 13.435610 9.001550 11.515298 8.404009 7.366452 8.384588 10.981057 5.485736 10.613643 11.200209 7.766196 9.214544 10.395516 6.584468 6.763720 11.444964 11.859905 9.2862031 10.2973769 NA 7.6503065 6.8124636 9.9024618 11.6985958 11.6976229 8.4842312 9.9097610 6.9407881 10.4973346 6.8642468 9.6293730 9.5963484 5.8917278 7.0259269 6.5844680 8.9030247 12.9367396 8.0525496 12.8306962 6.1515828 10.0984804 10.2836123 16.3516869 11.7919483 13.2184109 10.2036394 0.1637563 11.0282507 10.2644689 11.0178957 8.9363959 8.6529855 9.2236016 9.7828038 11.1595737 11.3918215 5.8172497 6.3067653 14.2084090 11.9072385 9.7016721 10.1543833 8.7599963 NA 10.8240996 -1.4212062 12.8971750 10.5035341 10.4656837 10.4109429 10.4732829 5.2082012 6.6977849 9.4383787 9.0331432 7.3536312 12.2694925 1.5788421 13.0202969 12.1667387 7.8894571 7.5994071 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 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 1.803375e-06 7.976465e-07 NA 10.3227819 10.0103705 9.9605638 9.0560467 NA 10.5481633 7.3873987 -1.4556135 0.8400402 5.1141504 8.3960430 10.0144444 8.1273769 11.9445064 10.8259343 8.3207270 11.2749764 12.2422390 6.2722136 10.3149579 10.3297465 8.7719100 9.0668755 6.9120582 9.0834527 12.7568064 5.3644744 -1.4556135 10.1174678 9.9965352 4.1590075 5.7144186 9.3976036 9.3866443 1.5442875 11.3435757 9.1690894 8.4208108 10.5749612 11.4190833 NA 8.4436510 5.4391111 10.1502365 10.6524918 10.6237788 4.4269356 8.6436419 3.6317562 10.3419555 7.9258369 NA 10.7742154 1.7537329 9.2758761 8.2360376 1.3516283 5.8296974 10.0785969 8.9757915 4.0988827 7.5471089 9.4787811 2.3516566 9.2611135 10.5039338 9.1084434 5.5777158 12.4102747 11.2202510 10.7179712 13.4904693 10.9908604 8.9797456 9.9836054 3.2447349 15.9180343 -1.4556135 8.1386184 9.0863587 4.8841436 7.2096298 7.9705586 6.8526331 2.2568899 10.9869784 8.2826733 2.2447349 1.5442875 3.4022719 9.7135927 3.5886847 8.6184354 8.2688077 10.3309721 5.7537463 7.0441394 13.7808689 8.1065362 8.4299904 10.1759259 8.2464665 11.0286940 7.8774492 10.6304302 8.0098605 11.8853958 NA 6.3834987 13.9117429 8.4646470 2.5442875 11.2045128 8.1254946 9.7185955 4.9018468 8.9149815 7.7993224 10.9734392 7.4984902 5.0520898 8.9073336 8.3451941 -0.4556135 7.9768362 8.3091657 9.7838925 10.8594436 10.8540546 12.2452376 9.9117088 10.6873583 9.2950011 10.2486299 9.2643929 0.1292171 1.7142235 9.7378194 8.3991625 9.7634625 10.4857085 10.3240134 6.4084809 13.4876330 7.6889524 11.3484250 9.7016409 9.7957764 8.6449565 4.2167187 6.5272878 10.7803082 11.0187605 10.2768855 7.5329785 11.2720656 10.3664665 9.1141497 9.0815125 10.6531451 0.5442875 8.9109440 4.0678538 2.0037102 -1.4556135 0.5442875 10.7396662 9.8279613 9.5590120 7.8617067 9.2908084 5.7439673 9.1226668 4.7142180 6.7644311 11.8275271 10.2268498 9.0950409 11.5028468 11.2705122 8.6431419 9.5866373 10.4200434 11.5310249 8.5941424 10.5290685 10.1594638 8.8412102 2.5442875 8.3190809 10.9231308 10.6440791 4.2722173 10.0079564 11.3827101 8.9106163 10.9768360 7.8134208 10.2029518 10.6927706 7.2377807 0.1292171 -0.4556135 8.3468102 7.6317569 10.0042379 10.1576231 8.2722145 10.3012673 6.1217221 10.6307322 8.6344063 7.1330086 10.0698148 1.5442875 5.4750330 9.2403921 1.5442875 6.2377817 3.1881477 2.7142235 4.3227646 0.5442875 10.7325738 5.7439673 6.3387096 10.8233270 6.8184160 0.1292171 5.4146599 10.8212908 10.3362709 11.9522256 11.3594771 11.5910770 10.9363430 8.2756129 9.7341185 6.1360027 11.0363976 11.5683948 9.8718467 10.4776158 0.5442875 1.8662354 9.8537704 10.2494944 8.7304083 10.5746163 8.9258369 7.1141494 12.7294792 12.9083603 1.3516283 10.2020590 6.7865153 11.0827255 9.9078812 -1.4556135 -0.4556135 NA 7.9149812 NA 10.9617194 8.8863688 9.1386187 10.1041491 11.6134081 9.0401491 9.4082480 4.9193353 0.5442875 11.5048390 0.5442875 3.5442999 9.0461311 9.2991815 8.0461314 3.4511847 7.8087364 11.1516243 10.1649720 10.3929169 10.9563346 9.6735771 9.8577439 10.9198766 4.9715665 7.5886884 8.6049901 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 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 1 1 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 4 0 0 0 0 2.184858e-06 6.242451e-07 -0.62415428 9.81301395 9.90130287 9.71841232 8.07448670 6.25842470 9.54883462 8.02138645 -0.62415428 1.85861763 5.14396477 8.61179612 9.70333469 7.94373793 11.79455708 10.42290606 8.31389158 11.32870533 11.74674188 4.20867332 9.63846433 10.05306123 8.03399336 8.42970801 5.77666200 9.34588799 12.77952647 6.55569194 NA 9.93228814 9.87861393 3.66117952 5.18313711 8.42290616 9.53565350 1.18313711 10.90935520 9.42631110 4.69771267 10.92098793 11.12082611 NA 9.43580255 3.93036834 10.59283102 11.04045159 10.08357253 NA 8.49082561 2.89934967 10.17789450 7.99416785 1.18313711 10.70160476 1.43237152 8.55941763 7.78092356 -0.03919177 6.66118380 9.23609314 8.64022469 -0.03919177 6.10370324 9.08141446 3.18313711 9.83981728 10.44791471 11.46291340 6.35877602 11.64442500 12.58218602 10.72644511 14.15146954 10.78225284 9.16123469 9.96590128 -0.62415428 16.35096955 -1.62415428 8.33433497 10.31131556 4.75082086 7.65190629 8.35449271 6.58035355 2.26429621 11.39050003 8.64336487 4.81872788 2.76809961 4.28266961 9.40575948 3.99049203 8.23841955 8.00331608 10.56930747 6.10370324 6.43647836 13.35766151 7.77879403 9.02503821 9.33940065 7.82905292 11.69419215 7.75299272 10.12313591 8.15056932 11.50200259 NA 8.64373933 14.12745691 10.19715746 1.37579013 12.10678286 7.80414199 9.60580247 1.96073410 8.34156641 7.64256873 11.32761321 7.60940187 3.93036834 9.28116920 9.53186527 -0.62415428 8.40230563 8.38980254 9.13400526 11.20391861 9.96870624 12.19859391 9.79205184 10.16938539 9.19596098 10.38840665 8.94883267 1.18313711 -0.03919177 10.27135739 9.00786852 9.46589449 10.33070539 9.67097715 7.47381451 14.08400383 7.10029544 11.69064852 9.26224075 9.28567524 8.79784696 3.89934000 6.86763582 11.65088812 11.24190190 10.21064809 6.37578145 11.63170619 10.86913721 8.40368825 10.15344842 10.87587703 3.58523899 8.94511546 6.27059995 0.69768487 NA -1.62415428 9.59857699 10.07188023 9.58096438 7.93611494 9.61551782 6.17668181 9.56745817 5.50506521 6.69780022 12.01104677 10.35484992 9.40713879 11.42273554 10.98472989 9.10878056 10.18192894 9.80257097 11.52980904 9.07708861 11.04333719 9.60279628 10.68070376 2.37579013 8.33578425 11.46291340 11.71902335 7.23065071 8.34361346 11.44203951 8.92171183 10.70585862 9.35520726 10.11176114 10.60460076 7.31242013 1.18313711 -0.62415428 8.87562803 7.43377403 10.73553165 9.75894638 9.03845045 10.74837510 8.01059300 10.44116453 8.86663294 7.74428827 9.91105742 0.96073410 5.38701092 10.04244995 1.69772935 7.56807468 2.83521670 0.37573454 3.69770711 1.18313711 10.90521264 7.51533321 6.88357683 10.85007367 6.67301927 -1.62415428 4.52553021 10.76487565 10.46589449 11.51613258 11.18374070 11.18715681 11.03198351 8.72340361 9.10193209 5.41656617 11.17486128 11.80806301 10.14809673 11.40299700 -0.62415428 1.54572131 9.72007800 9.49602007 9.24691727 10.59161837 8.90130287 7.93420274 13.42643854 14.23172121 3.23376538 10.98149308 7.13360565 12.90429726 10.14520680 NA NA NA 7.53312879 NA 11.27571108 8.93515916 9.18956342 9.21419816 11.85732930 8.31389158 9.20183795 3.18313711 -0.03919177 10.97313632 1.37579013 1.96073410 9.32195740 9.66867884 7.38421044 4.48430573 7.75082153 10.97639192 9.98264997 9.62074053 11.19855210 9.84475738 7.62844773 11.12460387 4.84762116 8.04466733 8.74428860 9.88308129 0.00041593 0.00041593 1.75780000 -0.00443120 0.11102000 -0.01931400 0.00180300 -0.00701170 -0.02589300 -0.02589300 -0.02589300 -0.01789000 -0.01380900 0.00041593 -0.00771840 -0.00180140 -0.79102000 -0.76587000 0.01167900 0.01167900 0.01167900 -0.00443120 0.00000000 0.00180300 -0.20935000 -0.18345000 -0.00456950 -0.29442000 0.01572700 0.000 0.000 0.000 0.000 0.173 0.173 -0.294 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.766 0.000 0.000 0.000 0.122 0.122 0.000 0.000 0.000 0.000 0.000 0.000 -0.183 -0.183 0.000 0.000 0.000 0.000 0.000 0.000 0.173 0.173 -0.294 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.766 0.000 0.000 0.000 0.122 0.122 0.000 0.000 0.000 0.000 0.000 0.000 -0.183 -0.183 0.000 0.000 10.411956 11.905579 12.144380 10.471838 9.251531 11.701088 4.505065 2.697707 7.400921 4.019640 12.505950 8.461865 10.530600 10.242269 8.252575 8.763799 11.552111 7.090028 10.791788 10.651325 9.048208 8.934528 9.878271 8.055262 7.699962 11.562361 13.955982 10.17546846 10.68639486 -0.62415428 8.76164464 7.41744158 10.47414326 10.46655616 11.43360464 9.64490879 9.55755560 7.31536153 9.39050003 6.86362258 7.68639477 8.94373822 5.69770989 5.30652109 9.12983448 8.37296167 13.04776538 10.13608626 12.28932605 7.96365329 10.30356010 11.03466301 16.25119550 11.90093585 13.97868391 10.58767036 0.37573454 10.80858496 10.23764450 10.71591035 9.08227813 9.40713879 9.66176225 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 male 2005 1871 NA NA kidney clear cell renal carcinoma NA NA white NA 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.525932e-06 5.202042e-07 NA 10.4230120 8.7654283 10.4996079 7.6310140 4.1285161 9.5818118 5.8640945 -1.1003603 -1.8252101 4.0289757 8.5826896 10.3264840 5.7884378 12.1389953 11.2641034 10.2459318 10.6902472 11.7306064 2.0696334 9.9396422 10.0160391 7.6242091 8.1582613 7.3133230 9.1653100 11.3671733 5.2484248 NA 9.8819756 9.8643970 2.6001270 4.8305494 8.5756523 9.3259597 -0.5153978 11.1307662 9.2210595 8.5668068 10.2973697 10.8455047 NA 8.8458704 4.0696162 10.4659870 10.9735019 9.3000409 NA 8.7420453 3.7823352 10.0218760 8.3101465 -2.1003603 10.0881758 2.6194365 9.5848951 7.9805126 -0.1003603 7.3069630 9.7926174 8.6369425 2.6001270 5.8712375 9.0073634 1.6001270 9.1416783 9.8466014 11.6934000 6.2261251 13.4883857 11.8746474 11.5860862 13.3996655 11.0103415 8.5244904 10.6828980 1.9871753 14.9500539 NA 9.0589358 10.6703590 4.6139382 7.8611446 7.1943156 6.8741096 1.4701464 11.5079499 7.8584361 12.5045957 2.6001270 4.0289757 9.3306702 4.8654784 8.8834012 7.8726749 10.6680862 6.0993667 7.2898640 13.1738548 8.6122220 9.2893264 10.0244626 7.4074896 10.4159910 7.7808088 10.9820105 8.0746210 11.2419087 NA 4.9109245 14.9062403 10.3965489 -1.1003603 11.9698160 7.7341663 9.2844787 4.8996929 8.3122649 8.0733720 10.7254489 8.1804657 4.9977260 9.4972822 9.5979657 NA 8.2682014 8.4893462 9.5431003 10.5139448 10.9144130 11.8629181 9.5111810 10.1882728 9.5636979 10.0583047 8.2072945 0.8997170 0.4847053 9.8762592 9.0827100 9.7148142 10.6664310 10.0318735 5.4074887 13.2486307 10.3120003 12.6401083 9.5587991 10.3366669 8.6190839 4.2747313 6.3509056 10.8880248 11.4464690 9.6769504 7.1711578 11.6181809 10.8451389 8.2023340 10.2539445 10.4923857 2.4846537 9.0150640 5.2306104 2.2216297 0.4847053 -1.1003603 9.4330247 10.6231428 10.0598817 7.7853917 9.4754141 3.4846537 9.2434361 7.7654287 6.6108462 11.4682450 9.7090612 9.7190759 11.4819547 11.0223614 9.0186361 10.0437159 9.8001845 11.1286641 9.3509063 11.2627348 8.9964102 9.9498839 2.5435454 8.7110698 11.4468306 8.7779835 1.0696334 8.0991958 11.6230361 8.6653956 11.6369424 8.8487922 10.1249026 10.6935016 6.8422095 -0.1003603 -2.1003603 8.9536209 7.7436159 10.9549775 9.3647512 8.9798464 10.9801796 8.0302654 10.3201817 8.6595832 7.8625909 10.4970494 1.9871753 5.1943156 10.2428808 4.1285161 7.8363332 5.6678808 3.3246234 5.0692210 1.2216297 11.2043316 7.6001352 6.7357456 10.4421538 5.6113288 NA 3.7576740 10.8489747 10.4521240 11.2432972 11.5123333 10.2744630 10.9454547 9.3870327 9.6452769 6.1649813 11.6900436 12.5910024 10.1740733 11.5211747 1.8996784 0.4847053 9.9279465 8.8178129 9.1327156 10.9914610 9.0392464 8.0379669 13.7388743 15.1235177 0.4847053 12.2085318 7.7635869 13.7290710 10.3167565 -1.1003603 0.8997170 -0.5153978 7.7150786 -0.5153978 10.7321955 9.4310765 9.5372256 8.7746764 12.2550462 8.4704994 8.9842045 3.8304277 -1.1003603 11.4781857 2.0696334 3.1091432 9.3774533 10.2522903 7.8378045 4.9109245 7.8274729 11.4588332 9.6424256 9.9681376 11.3457445 9.9900259 8.8776906 10.8557082 5.3950697 7.7054389 8.9025102 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 male 2005 205 NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.491252e-06 6.589254e-07 NA 11.34540597 8.74152800 10.17319728 7.32866506 8.97599323 10.21376076 6.26026470 -0.63128752 0.63765661 5.01251951 8.57689735 9.08376677 8.20629059 11.72800063 9.93281238 9.95597154 10.69171761 11.70153857 3.92325379 8.49794602 10.73115464 7.58540877 7.66787084 6.35405010 8.98613045 13.17828027 5.95362610 NA 9.70851283 9.85901243 5.26348142 5.99809168 8.44681368 9.74587345 1.69059588 10.58024698 9.03931910 11.59024996 10.65204060 10.48987254 NA 8.91652143 5.15002344 11.23381618 10.77460202 8.88337705 -0.63128752 8.89516203 3.27555839 9.77273998 9.37849147 1.36865662 10.25930709 3.05460540 8.94281181 8.25740623 0.69055119 7.07602243 9.62722890 8.68833494 4.29939853 5.86850899 9.14129918 2.69059588 9.42190997 9.86401818 8.99619665 4.34594275 15.41794444 12.71593819 10.28640782 13.36239735 10.47653378 8.60108363 9.18564656 -1.63128752 15.66669857 -0.04632502 8.46537784 11.92061137 5.50821312 8.10506464 8.06736767 6.52853381 2.48220293 10.99002793 8.85198479 -0.04632502 2.06911782 1.69059588 9.99710833 1.82810347 9.78598792 9.08032989 10.39725962 5.99071439 7.18244402 14.28768909 7.84844330 9.34092472 10.11265570 9.18484659 10.71166809 8.31994754 10.67500945 7.95362552 11.38076359 NA 8.75990649 13.87880888 10.62103260 2.61659295 11.52126461 7.98337273 10.02195575 5.05516528 8.42258875 7.37147784 11.54639382 8.58904136 5.45612603 9.50244717 10.25130594 -1.63128752 8.69059100 8.30530071 9.70851283 9.89467303 10.54732769 11.81852210 9.82911874 10.04902244 10.25588343 10.16915837 8.67161006 1.53858783 0.69055119 10.11055117 9.06127830 8.84033797 10.48760392 10.09870839 4.77805610 13.55528009 8.85247864 10.82193347 9.92516898 9.35379325 9.56033895 3.41305243 7.16307903 10.30787474 11.28024207 10.02687432 6.22041122 11.11394430 10.17077521 8.12020677 9.24441212 10.81419511 1.82810347 8.56068439 4.27555094 3.32286554 0.36871248 NA 10.69593476 11.50757455 10.12730246 7.77805347 8.89545562 4.09658234 8.32576507 5.29939853 6.56833466 11.30382789 10.21963103 9.01791913 11.43844824 11.95374274 8.87348195 9.90004427 10.03399873 11.59748155 9.08376677 10.92732272 10.38093817 7.10337279 2.61659295 8.66672535 10.80224832 6.59415886 2.61659295 7.51439136 11.28789865 8.75344676 11.09849601 8.42935862 10.08376691 10.54202768 7.73060667 0.69055119 -1.63128752 8.77911425 7.37428747 10.32467595 9.89906926 8.85348579 10.11853234 5.32285833 10.61146188 8.33011242 8.15329767 10.85750722 -0.63128752 4.12355033 9.72015429 -0.63128752 4.93851634 5.39103216 5.21226972 4.81160461 -0.63128752 11.02620465 5.86850899 5.54857226 11.00191924 5.22950333 0.69055119 4.57811753 11.10294906 10.28080371 11.08462485 11.29995442 11.60422838 10.36478317 9.03577427 9.67377264 7.09654966 10.60497606 11.52600981 10.14673998 10.68551000 -1.63128752 1.17600356 9.98153132 10.27555350 8.36584255 10.62195789 9.08633928 7.80329098 13.05330191 12.36177814 4.12355033 11.65102738 5.58434020 12.32857427 10.33660954 -1.63128752 -0.63128752 NA 8.66557895 5.82809331 10.70323224 8.98888262 9.55786974 9.72676464 11.14262621 9.24901174 9.20735457 3.06910063 -0.63128752 11.75600708 4.45612274 2.61659295 9.41305687 9.50180515 7.43475164 9.92421066 7.96857579 11.22722670 10.15247955 10.55817855 11.33948778 9.45811333 8.00528769 10.52632562 5.76954167 8.13353424 9.63193204 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 NA 4 4 2 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 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 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.21381e-06 3.121225e-07 -1.54919785 10.96350382 9.13726374 9.91070718 7.37854110 6.97432510 9.81599211 7.38336215 -1.54919785 2.89371168 4.06546891 8.57359114 9.98943722 7.77494384 12.28335672 9.96941645 10.29625342 10.30524222 11.71959772 4.35765053 10.02109338 10.13682608 8.73153423 8.33340629 6.93457901 8.97921739 12.59653629 7.13375770 -0.54919785 10.12141955 10.11254142 4.42804187 5.17868278 9.65043572 9.46059187 0.03576465 11.10942109 9.06547322 10.18165792 10.90197444 10.78503660 -1.54919785 10.24720860 6.68916775 11.22142726 10.48590607 9.30095011 NA 8.66021665 2.25812692 10.60968858 8.10539942 NA 10.34615689 0.51086067 9.80335863 8.01681720 0.03576465 5.85164162 9.38150077 8.66021665 2.35766460 6.61567083 9.87650375 0.03576465 10.19811717 10.60146263 8.42374329 4.60050765 8.90977490 12.85862855 11.11409908 13.86482089 10.67114164 9.45849151 9.59923986 1.03569428 16.28501833 NA 8.81380299 10.56613217 4.77269330 7.55667158 8.13024364 7.23212348 1.98928436 11.40295853 8.20023067 10.04835036 0.03576465 2.25812692 9.75682499 1.03569428 8.52356588 8.50333124 10.86887949 6.27094188 6.53822619 14.17873695 7.57488488 9.10271193 9.52021302 8.00535226 10.44619843 9.05994197 10.90042790 8.87072350 12.21231456 NA 3.58004898 14.93123800 9.39693866 -0.54919785 12.67649796 8.75568511 10.36402672 4.00535507 7.23866555 7.88539133 10.67777751 7.60558174 5.08012039 8.49652307 9.33950665 -1.54919785 8.76930628 9.00247160 9.76421327 10.41185118 9.65104900 11.51508844 9.48212002 10.62568903 9.69691016 11.13244099 9.04047056 1.62068024 1.45074938 10.12760194 9.42517792 9.15206982 10.10584671 9.31417536 6.90197466 14.14057026 11.56548170 14.15920063 9.79727713 7.09822162 10.10986734 3.58004898 7.22555065 10.04462130 10.37186037 10.34292670 4.09461612 11.05367790 11.36925392 8.57617669 10.89758820 10.69809751 1.91019539 10.00312504 3.58004898 1.45074938 -1.54919785 -1.54919785 9.62068830 10.83689528 9.26934552 8.53955162 10.16182371 4.82580089 9.26454464 6.43944861 5.85164162 11.70815119 10.56059402 7.85377551 10.82308433 11.07121228 9.91261110 10.91045108 9.32651263 12.72754204 9.42374308 9.83122442 9.49447421 11.66599298 -1.54919785 8.04881597 10.93709555 6.16473399 3.15120939 8.13054225 11.64228528 8.55667196 10.76194401 7.70106175 10.37297603 10.87335375 7.22555065 0.77273025 0.45080215 8.04695318 6.17868477 9.98311931 9.63005048 9.18293086 10.89189198 5.68916775 10.83612967 9.46757152 7.68916775 9.63129421 -0.54919785 4.87702763 9.73789848 1.03569428 7.56450545 1.25809676 6.18547213 3.77268803 2.25812692 10.62444045 5.28365513 6.59542161 10.10959510 6.29078562 2.35766460 4.66021558 10.83716478 10.99934444 11.04718609 10.78447773 11.60368193 10.45814102 8.70342882 6.75129901 6.17793573 10.61189523 11.74207794 10.20606820 10.34178755 -0.54919785 NA 10.05114095 8.78391855 9.83446757 10.22349025 9.63129421 8.24517903 13.09258931 14.20791892 4.60050765 11.22349031 8.14567847 12.09765951 10.44864847 NA -1.54919785 -1.54919785 7.67717558 -0.54919785 11.14185252 6.86861640 9.60558137 10.26614667 11.32938909 8.29311386 8.82968659 4.69869078 1.25809676 10.51685255 0.45080215 2.97432739 10.42553641 9.72339320 6.98992237 5.53822464 7.84522595 11.10651766 9.55011109 8.03760296 11.78224014 9.75111587 9.39181089 10.36290423 4.53822774 7.34558089 8.77043529 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 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 NA 1 4 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 11.1259165 9.3910133 10.2651565 6.3231304 -1.2618807 10.5507468 5.5318056 -0.2618807 1.8984406 6.3454993 8.1811120 10.7964984 9.5551520 11.7714193 10.3459610 10.0113812 10.4180882 12.1868009 5.5710579 9.6718589 10.1164631 7.3565541 7.3784136 7.5063528 8.5945937 9.6536519 6.0235703 NA 10.1480896 10.3075493 3.3231250 5.8880175 8.2219844 9.9255205 -1.2618807 9.6154525 8.4609760 2.1976138 10.1385141 10.0299146 -1.2618807 9.2370175 8.1623344 11.2528824 9.9524875 10.0310651 NA 8.1347733 1.7381625 9.9579419 8.1304856 3.5961480 10.5116043 1.3134781 9.1862846 8.6329861 0.7382058 6.0957198 9.5867912 8.7688354 1.3231395 6.5195278 8.6238647 2.6450560 9.3766043 11.4951415 7.3711633 5.9080923 11.2140335 12.6167941 10.7715913 13.5346136 10.8447313 8.7360958 9.7715913 -1.2618807 15.4723355 NA 8.3155970 9.9902424 5.1811105 7.6923644 8.3729795 6.4035046 2.6383056 11.3371513 7.8945298 -0.2618807 0.7382058 4.8674517 10.1304857 1.3231395 7.5678914 8.6085332 10.2908374 6.5836590 6.4592677 14.3694875 6.7381679 8.9155878 8.2889150 8.6299522 11.3635644 7.3343582 11.2903571 8.4368731 12.6202382 -1.2618807 3.4930580 14.2181380 9.9018180 NA 12.6375253 9.5599424 10.3051737 4.2927597 9.0316400 7.6023544 11.4259814 7.7852923 2.9861014 8.3747930 9.5013806 -1.2618807 9.2027140 8.4070532 9.9524875 10.6348792 10.0413783 10.9443891 9.4489749 9.9759758 10.3108686 10.6570316 9.2360003 2.1976138 0.3230818 10.0241484 10.6551674 9.9494483 10.2429873 9.8169863 9.1132077 13.8267082 11.3184269 14.4419908 10.0857896 8.0281873 10.5706628 3.7825658 6.8203168 10.0533179 10.2514024 9.5559515 3.1304861 11.0286509 10.7335822 7.9597557 9.4938905 10.6015803 0.7382058 9.5905184 0.7382058 1.5455236 -0.2618807 -1.2618807 9.3702548 11.1398479 8.8176530 9.0735586 10.0059323 6.7039520 10.4643865 5.8361994 5.6877046 11.4804778 10.7880169 7.9500566 10.6116125 12.4019488 9.5132519 10.5773721 9.4035042 12.2356460 8.8375163 10.0984668 10.9615668 12.0620675 1.5455236 7.1044908 10.6614959 9.8841514 2.0600820 9.1775317 11.9804493 8.7325219 10.8136475 2.4386122 10.0578404 10.4114774 6.7381679 NA 2.7381625 8.0442302 6.3231304 10.2787807 8.8243045 9.2773272 10.3693454 9.2568215 10.4510650 8.9055865 6.7715911 9.7886973 -0.2618807 4.2617339 9.1965748 4.7381679 7.3711633 3.1304861 3.6923602 4.6208092 1.3231395 10.6458102 6.8828264 6.0600971 9.4552707 5.5192651 -0.2618807 5.7934511 11.1077657 10.5009656 11.3754724 11.3301581 12.5985764 11.1414467 10.3570127 8.0578407 6.6550627 10.4665140 11.7140163 9.8156516 10.6491857 NA -1.2618807 9.8872803 8.1686210 9.4141254 9.9506647 10.1826656 8.2459629 12.0531763 13.8815117 2.4386122 10.9409044 7.9813663 11.8181531 9.4855222 -1.2618807 -1.2618807 NA 6.6085328 2.4386122 12.4675767 7.6269114 9.9759758 11.7707307 10.8163191 8.0419493 8.5811942 6.0868963 0.3230818 11.3847270 2.7381625 1.5455236 10.0902118 9.7032310 7.0645984 4.8466939 8.0645978 10.9636771 9.6329861 9.8860093 11.5828741 9.8073697 8.7010645 10.4938905 5.5237188 7.9180773 9.0476447 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA asian NA NA NA 2 NA 5 1 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 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 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 5 0 0 0 0 9.363676e-07 2.774423e-07 NA 10.7318076 8.9020944 10.1968534 8.7552271 -0.0593446 9.4189088 8.8304604 NA 0.7786291 3.8713804 8.7624186 9.8816923 5.5405574 12.1444515 11.1800941 10.2628545 10.9130861 11.9483729 0.2625534 9.5086008 10.0634727 8.8699032 8.1217972 7.0725014 9.2341164 13.3006067 5.4000768 -1.0594949 10.1694634 9.8546560 3.3329657 4.7089597 8.8676818 9.6934434 -0.0593446 11.7929792 9.5826964 8.0491690 10.3326937 11.9431961 -2.0594949 9.5768161 6.9434596 10.2995706 11.0112688 8.0929294 NA 8.4264740 3.6130719 10.1968534 7.9685505 1.2625534 10.1463432 2.7851320 9.0913124 8.1622317 -1.0594949 7.7608237 10.0941967 8.1658522 4.3500375 6.2074322 9.3292003 3.2260461 9.6942794 9.3080596 11.5545493 4.6685673 12.1485726 12.0475348 11.4058284 13.2524995 11.1384757 8.2902686 10.0922956 3.3329657 16.0003641 -2.0594949 8.5284221 9.7896588 4.8475360 7.4143504 7.1230391 8.1658522 0.7745868 11.1717159 8.0874681 13.4427306 1.7479888 2.1105637 9.5086008 1.2625534 8.9788777 8.2793812 10.4472002 7.2003876 7.6166018 13.2205817 8.4759202 9.0320802 10.0913440 8.0582878 10.6069153 7.9279089 10.6856887 7.8110092 11.0589369 -2.0594949 6.4602806 14.5222867 10.2696001 -2.0594949 11.7065524 7.5028875 9.2670741 3.5256054 8.3627096 7.9836720 10.8906538 8.2455665 4.7479996 9.5668100 9.2954450 -1.0594949 8.4913914 8.5599476 9.6253934 9.6367430 11.6531717 11.5859237 9.5204321 10.7598259 9.6223224 10.4607723 7.9098727 5.3752723 1.7479888 9.7837806 8.8780184 9.2597522 10.6393494 10.4092687 1.2625534 13.1522289 10.0792365 11.5271327 9.8501628 10.3671716 8.3928858 5.4244619 6.7798480 10.2835528 11.4130817 9.8186956 8.0725019 11.6562507 10.6982431 8.2121077 10.1826279 10.5544342 3.0281094 8.8746894 5.3329621 0.9406554 -0.4743320 -2.0594949 9.4836765 10.4031470 10.1378615 7.5331015 9.6159579 4.2804961 8.5396276 5.7415452 6.0031232 11.8982003 9.2540946 9.6227615 11.6646256 11.3042320 8.9630125 9.9976211 9.9609303 10.9769901 9.2943430 10.9940615 9.0253270 10.5382317 2.9850450 8.9150592 11.5485529 8.2139625 0.2625534 7.1984333 11.1786016 8.9911737 11.5901254 8.8217587 10.2352655 10.9195339 7.1838190 2.0281094 -1.0594949 8.8384901 7.8831595 10.8842585 10.5363685 9.0013406 10.9071502 6.9121888 10.6383768 8.8933859 8.2557943 10.6330423 2.4000734 4.0903877 9.7026115 3.4642108 9.0504753 3.9406460 3.3669097 4.1694601 3.4000734 10.7332317 6.5736396 6.8079229 10.4850466 5.8273770 -1.0594949 2.6955262 11.2632771 10.2946186 11.4517796 11.3463180 10.1449102 10.6389153 8.6104155 10.0611580 5.3778560 11.2586226 11.8410399 10.0903918 12.1939752 1.1105637 -1.0594949 9.9630125 8.9364118 8.8794892 11.0573526 9.5086008 8.0853030 14.6554939 15.2276085 0.7480318 11.9090415 8.2963041 13.4080274 10.1516204 -2.0594949 2.1105637 -0.0593446 8.0241241 -0.0593446 10.2872083 9.2888195 9.1820320 8.8392460 12.2477744 8.3877279 9.1482569 2.0281094 NA 11.3534792 3.2625685 2.4641977 9.2535277 9.4773776 7.6358734 6.5808902 7.9532693 11.6065357 9.6117434 9.8403792 10.8780186 9.9424047 8.4642067 10.7307895 4.9507530 7.5700014 9.0922955 9.3959719 0.00430210 0.00319100 0.00555290 0.01028500 -0.02178400 -0.04757600 0.04457400 0.00071008 -0.01546600 -0.02870200 -0.02870200 -0.01711600 -0.00299930 0.00180300 0.00319100 0.00000000 -0.34113000 -0.33970000 0.01265500 0.01265500 0.01265500 0.01028500 0.01502800 -0.31284000 -0.00470790 -0.00470790 -0.00211340 0.00219130 -0.34469000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.345 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.313 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.345 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.313 0.000 0.000 0.000 0.000 0.000 10.226336 11.639675 7.059586 10.452397 10.784958 10.837923 7.570001 2.400073 6.692189 4.773532 13.071818 8.558020 9.654461 9.359978 8.414482 8.711309 11.631843 7.326507 11.115102 9.754426 8.106808 8.733028 9.272217 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 5 1 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 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 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 1.075089e-06 5.548845e-07 0.6552602 11.7535965 9.4480256 9.8512228 8.0215575 -1.3448314 10.8750089 9.4524105 -0.3448314 3.3495634 6.5740985 8.4167866 10.4117918 9.0193700 12.2652221 11.0733515 7.5740985 11.4258993 12.6700405 7.4561351 10.8053000 10.4617850 9.7044032 9.4999411 10.3992282 8.9590160 14.1182792 6.5069843 0.6552602 10.6910655 10.5367318 5.7213234 6.4496505 8.5859728 9.5591172 2.9031540 11.8783321 10.2532879 4.9771654 10.2607149 11.3666873 NA 10.2537532 8.5286795 10.0335302 10.8229672 10.8043474 -0.3448314 8.8087876 3.5132128 10.6716955 8.0688632 2.5621325 9.9690651 2.2722920 8.4217644 9.0825483 1.6552144 7.0302754 10.1655051 9.4439537 3.2990981 8.0667463 9.1963321 5.1787983 9.0335304 11.3498109 10.2088647 6.3831565 11.0175984 13.7579903 10.1115898 13.2458225 10.8728902 8.9138603 9.8671236 1.2401922 14.3477964 -1.3448314 8.6664626 7.1943944 6.2918595 7.5681249 7.8475285 9.6108853 3.5859720 10.9805408 10.2531995 4.5378800 0.6552602 2.6552373 9.8469115 -0.3448314 8.9487071 7.7973425 9.7347201 8.2231913 7.4000691 12.8552911 7.2736213 8.7637598 10.0513049 9.7287076 10.4805798 8.8276628 10.4621877 8.1208019 10.8043474 NA 4.8251598 15.8845424 8.4250732 0.9771700 10.3232339 9.4357753 10.6474657 6.7050835 7.2212894 8.5022928 11.3907914 8.8388708 4.9220218 8.7159315 9.0496980 -1.3448314 7.7132270 9.2336082 9.9527249 10.3196827 11.0031335 11.2069197 10.0028568 11.3884626 9.4786026 10.5151583 9.9792977 6.3205713 1.4625759 9.4770094 9.6460485 8.5487341 10.7493131 10.2486265 6.9590166 13.3520943 9.0794016 10.8084707 9.5688729 8.7479925 9.5800478 5.3134454 7.1827122 9.9049415 10.9604421 9.7819400 5.8744035 11.2761837 10.7189675 9.9641432 11.9009366 10.5617503 4.7637621 8.9225606 1.4625759 3.4101240 1.2401922 0.2402533 10.8813465 11.2117415 10.1151792 8.0835958 10.2920321 7.8816475 8.5485368 8.2383183 6.6438634 11.6696046 8.6410774 8.5859728 11.9058299 11.0416368 9.4266424 10.3565419 9.3814536 11.8000530 9.1856418 9.3495933 10.1121031 9.4849582 2.1146669 9.3089763 11.1783072 8.7715793 NA 6.3694804 10.4817839 9.0992150 10.9799785 7.9816649 9.7998937 11.0226502 7.8744042 0.9771700 3.1787943 8.4609792 7.4167866 10.3651808 10.1535860 8.2079046 11.6777766 6.7845184 10.6308613 8.7624525 7.3865540 10.4702184 3.0475558 4.1787943 9.1729047 NA 8.8984094 3.5132128 5.9479256 3.9771608 6.6036026 9.9043489 6.8936401 7.9612969 10.5211620 7.2888485 4.5132191 7.2439499 10.9956419 10.3311924 11.8619446 11.2469915 12.7181248 10.5807898 7.3660415 9.5302167 6.3665233 11.0961045 11.8990044 9.7233418 12.0856880 0.6552602 1.6552144 10.2136562 8.1570725 9.0603768 10.1939093 9.8762182 7.5889260 12.9933450 13.6399654 2.3556647 12.2936713 9.0969244 10.9058299 10.3818794 NA 2.8251547 NA 7.9928574 -0.3448314 11.3384735 8.0539791 10.0226502 10.2131778 13.4335693 9.4242467 8.4564103 5.9498571 1.9771700 10.7915858 0.2402533 2.8251547 9.3062871 9.6116115 7.4398699 5.5621264 7.9995310 10.9970322 10.3161227 10.6485276 10.7088220 10.2741898 7.8864569 11.3645347 5.6229801 8.8376298 8.7558977 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 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 1 1 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 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 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 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 9.363676e-07 4.161634e-07 -2.07764990 10.60462921 8.75575419 10.41091779 9.30847487 7.63974949 9.63974985 8.05934662 -2.07764990 1.78701447 4.07182272 8.46993195 9.58962849 6.51078790 12.04069011 10.97955753 8.56231837 10.84093666 11.54240781 4.62251458 9.93888165 10.15689081 8.83421441 9.65296809 8.02536107 9.20400349 12.62473312 6.05649899 NA 9.97464145 9.64829160 4.29711069 4.94444150 8.63974985 9.50750548 2.00952633 11.90640285 9.81157731 2.67696692 10.49429989 12.36741164 -0.49289041 9.25913782 9.94825099 11.49548391 10.83102889 8.64060647 NA 8.54686900 4.63631720 10.16940757 8.16405664 1.82895648 10.69888269 2.10000207 9.15890072 8.22356977 0.24403458 6.15569257 9.79397861 8.68777388 0.24403458 7.25074845 9.06545653 4.63631720 9.44906154 9.89469425 11.13912232 4.93329880 12.79934748 14.04910047 11.29262464 13.59018279 10.65530066 8.56863222 9.98445691 1.82895648 16.10722954 -2.07764990 8.58385150 9.78548533 4.74225419 7.37122167 7.56050939 8.16524720 1.81253930 11.23722299 7.82201946 3.70343298 2.44564726 2.67696692 9.32188549 5.20747513 8.68528563 8.06418066 10.32401950 6.86458732 7.21669445 13.46356334 8.06673180 9.02929054 10.42862900 7.31653588 10.65445076 8.65508881 10.96612595 7.80776964 11.60364127 NA 4.31439201 14.52098372 10.91784054 -1.07795442 12.03214886 7.70670805 9.27190744 7.01483061 7.50327399 8.05264412 11.29003411 7.58918521 3.87627136 9.50138938 9.48479289 4.22585331 8.90078381 8.31653633 9.50327399 10.41892718 10.80891311 12.16193670 9.73545380 10.43777329 9.61512474 10.45515972 8.64159913 5.55869928 0.72944401 10.12051848 8.70425261 9.52202808 10.66837783 10.18973797 5.59449779 13.27055954 10.92927594 11.87526955 9.55869813 9.92418527 8.61294441 5.03059652 6.42986866 10.83084134 11.47810044 10.00787777 7.59272985 11.53679820 10.63653363 10.52361214 9.94928833 10.73685615 3.96646738 8.76263119 1.09200442 -0.49289041 0.50700808 -2.07764990 9.00820954 10.09543830 10.20660843 7.93190226 9.21647596 5.66354103 9.39730028 7.89361704 6.98038981 11.33992592 10.14275408 9.68653047 11.68715226 11.04231130 8.80893587 10.09980435 9.82557879 11.46195919 9.35774376 11.08556587 9.58874124 10.74742978 3.31439201 9.13152672 11.14938850 9.12980770 3.31439201 7.81920769 11.71801161 8.93957775 11.25690533 9.38763977 10.36760564 10.71425368 6.42986866 1.09200442 NA 9.30199316 7.86605363 11.06689100 10.13730306 8.55779145 10.73665586 5.37328279 10.46986685 8.69603695 7.42788520 10.24005119 3.20747122 4.79243893 9.59317223 0.92204558 9.55188530 6.00953529 3.94443682 4.11189934 4.20747903 10.90292706 5.99353624 6.70343298 10.68537920 5.05351975 1.24397367 4.20747903 10.87772332 10.47833998 11.24526895 11.19046924 10.60133355 12.07712878 9.18122830 9.85871133 5.54185243 11.30834011 11.26164511 10.10104937 11.43974280 -0.49289041 1.09200442 9.91995855 9.11683024 8.99353568 10.73605500 9.23552340 8.44955023 14.06457940 14.44018866 2.31437750 11.84047083 7.57738955 12.29690915 9.70915982 NA 1.62250872 -2.07764990 7.94027366 -0.07795442 10.63889933 9.37328453 9.70507161 8.64317255 12.38674680 8.11683050 9.04792603 2.87627136 0.24403458 11.15599260 2.78005808 1.72944401 9.25355017 9.58251498 7.93469812 4.84093650 7.37122167 11.30253446 10.56028306 10.05970502 11.42639586 9.59915002 7.90506684 10.87772332 5.03164221 7.75970114 8.76991386 9.41892718 -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 -0.70493000 -0.70493000 0.03810300 0.03810300 0.03810300 -0.00895360 0.00628540 0.00934720 0.00336720 0.00336720 -0.01116000 0.00045320 0.01004400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.654 0.654 0.000 0.000 0.000 0.000 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.654 0.654 0.000 0.000 0.000 0.000 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.2329702 11.4494282 12.0146654 10.4778608 9.9942060 11.4561331 3.5070335 0.5070081 6.8993533 4.0919960 13.3560174 8.3453152 9.0168108 9.7397646 8.1708429 9.4278850 12.1739996 7.2372233 11.3489933 9.8111971 8.7398565 8.5950821 9.5902360 8.2541098 7.3335847 11.4143022 12.6919629 10.2610882 10.8833422 -0.4928904 8.8100555 8.0832054 10.5344812 9.9958803 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 4 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 0 0 0 0 7.629662e-07 1.734014e-07 NA 11.2397170 9.7497114 9.7979914 7.8552771 2.4202129 10.1715780 6.1831748 -0.8277685 2.2486563 5.7869936 8.4726352 9.9133282 8.7468760 11.5229455 10.4296705 10.4340837 11.5439231 12.0163017 4.9536424 9.4213961 10.0840491 8.4669032 8.4367253 7.3546769 9.0602647 12.1834635 6.8517628 0.1722315 10.2234916 9.8192912 4.1946466 6.0241556 8.5922429 9.5699572 -0.2428060 10.7621677 9.2794996 11.0547346 10.1206498 11.2627258 -0.2428060 8.3079917 2.7572366 10.6713810 10.6603737 8.9162754 NA 8.7124108 1.4942108 9.9317547 8.3054248 -1.8277685 10.4647537 2.4606377 8.4695315 8.3156659 -0.8277685 7.2029495 9.7449828 8.8331700 -0.2428060 6.6800768 9.3152257 2.1722955 8.9528225 11.0420692 11.0140435 4.5121321 12.5350921 10.7237505 10.3450226 13.8493415 11.1215621 8.3353408 9.1904828 3.2166721 15.9461236 NA 8.7553653 10.3459597 5.5031992 8.0791733 8.1074478 5.1495642 3.1086917 11.3398575 9.2216207 -1.8277685 0.7572793 0.4941596 9.7036640 2.8161286 8.1452622 8.3497023 10.4199134 4.6317155 7.3497023 13.5661757 8.0806752 9.2464240 11.0071486 8.6276098 10.9969570 7.0970956 10.6247812 8.0224694 11.4365786 -1.8277685 2.9271759 13.7919294 9.9683222 -1.8277685 11.7620507 8.1821112 9.7675401 3.7869936 9.0633069 7.6761080 11.1458006 8.8358407 4.4010980 9.1645128 9.5538255 NA 8.1366236 8.1279324 9.7109565 10.8991394 10.4187263 11.6025456 9.6924101 10.1712255 9.5176879 9.9532323 9.2623817 0.4941596 2.4202129 10.0165960 9.2670200 9.5054994 10.5372379 10.1726348 7.6581122 13.6641670 8.9892662 12.1602571 9.8614071 9.9860637 8.4213958 4.3621051 7.1322848 10.7352405 11.3258346 9.7435612 7.1495622 11.3256700 10.7297463 8.8561544 9.3559179 10.5503064 1.7572366 8.7712376 2.1722955 -0.2428060 0.1722315 -0.2428060 10.3191695 10.4290809 9.7591224 8.1466970 9.4354580 5.8304937 9.3546769 5.8376178 6.1206505 11.7217063 9.9601852 9.2430745 12.0973733 11.6757357 9.0533965 9.7515985 10.1694621 11.3799070 9.1960370 11.1008010 10.8486804 9.4154566 2.2597546 8.6358070 11.1714018 9.1057446 2.2597546 8.8837604 11.2134283 9.0963528 11.0864808 6.4154562 10.0937516 10.6095144 6.0610266 0.4941596 0.1722315 8.4166464 7.7364324 10.5621828 9.6419244 9.1228383 10.4178353 6.3321547 10.7204519 8.5418799 7.9780263 10.5594922 -0.8277685 4.7721971 9.5037594 2.3422134 5.5901349 4.4202129 8.4813381 4.8010552 -0.8277685 10.8965832 6.5254300 5.8304937 9.7498341 7.2072194 -0.2428060 4.6800768 10.8356183 10.3226646 11.7434427 11.4916724 11.6717548 11.0722059 8.2289202 9.6840352 6.1639736 10.4925190 11.3364038 10.0325936 11.9249768 -0.8277685 0.9796596 9.9573263 9.9940565 8.8959436 10.8102659 9.2390445 7.6006429 13.2978171 14.1689105 1.6317096 10.4634533 7.3241364 11.8365076 9.9560994 2.0791562 -1.8277685 1.1722955 8.0224694 -1.8277685 11.2847498 9.0526314 9.8464748 10.5519317 11.3937186 8.3938696 9.2439996 4.5473203 -0.8277685 11.4559497 2.0791562 3.4576862 9.2329785 9.5747617 7.0851718 4.3817333 7.5298342 11.1295661 9.9739909 10.6121134 11.0378226 9.8904900 10.6963345 11.2336538 5.1001787 8.3998987 8.8429389 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 0.000 0.000 0.000 0.000 0.000 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 10.169095 11.448698 12.043610 9.941707 9.472635 11.875645 4.711440 1.872711 7.017773 4.830494 11.977825 8.301707 9.758653 7.021594 8.402795 8.705612 12.317180 6.211201 10.334044 8.098579 8.254432 8.751853 9.733466 7.450732 6.943773 10.941501 13.596711 10.1188234 10.6978034 -1.8277685 9.0911458 8.9137496 10.3614894 9.8345058 12.0807690 8.8482395 9.6342736 8.4154566 9.8631536 7.5009574 6.5943470 9.3047823 5.7869936 3.7869936 9.3041396 10.3057459 13.3336113 10.6485225 13.0825505 6.6816221 9.4998351 11.4466607 15.8607173 12.0504293 13.9466321 11.1222916 2.2597546 11.2602426 8.3484555 11.3242504 9.2696564 9.2430745 9.8770508 9.6485224 11.3776177 11.2405453 4.1946466 5.8233341 14.0477584 10.9954507 9.0271510 6.6027345 9.6505467 -0.8277685 11.5990715 -0.8277685 12.2535996 11.6604466 10.7523055 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 1 210 NA kidney stage iv t3a n0 m1 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 5 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 3.468028e-08 0 -0.94869751 10.06820740 9.13753529 10.18357757 7.56709895 NA 10.64758893 5.87762893 -1.94841908 2.28021400 5.73790034 8.41990542 11.72735620 8.84581493 12.09271605 12.04946064 8.06541937 11.18084318 12.58624915 4.49434520 10.88744949 10.59829364 8.13886207 8.46925148 7.75357178 8.90626740 10.77164339 5.97026238 -1.94841908 10.77078801 10.08482220 4.22132031 5.83969258 7.95828996 9.51645528 0.85877675 11.04043878 10.11715190 3.54324840 10.35831527 9.60981996 -1.94841908 9.54625475 6.51492389 10.03118164 11.25076479 11.52561208 NA 8.49848225 3.05140691 10.25444122 8.17810360 1.95828590 10.54567971 1.82537860 8.42022216 8.19222869 0.05144171 5.67345184 10.52941035 9.25597038 0.63635781 6.35973902 8.87556230 1.05137210 9.21000889 10.45547631 10.71206360 8.25474709 9.91108139 15.04626080 11.71795603 13.63633230 11.36059127 8.64665663 10.96541051 1.05137210 15.06612798 NA 8.95377420 8.90704628 6.03439181 6.88744972 7.85875437 8.08619834 2.03326441 11.20130500 8.63154450 1.05137210 2.63635781 6.29457296 9.50054773 4.52713291 8.86277372 8.02150527 9.92368923 8.05561975 7.75703125 13.07588957 7.19860416 8.37332717 9.60406817 7.61364141 10.16694687 7.57103510 10.48602739 7.65687887 11.22210665 -1.94841908 5.46925108 15.09431960 9.50466985 0.63635781 10.92599638 9.03225268 10.45227862 4.59056010 8.66886655 8.04716646 11.74608351 7.13620780 4.59056010 9.09511004 8.98435209 NA 7.76736083 9.48394110 9.79370864 10.57740928 9.60358796 11.32515977 10.33882294 10.98158205 9.81170334 10.49511970 9.80206426 3.57496130 -0.36364219 9.83807723 9.24369193 8.78780104 10.89943517 10.56611323 6.46925108 13.67233487 9.45494389 11.56253408 10.04079369 9.17098885 8.50157927 4.02867523 7.12554056 9.90548840 11.08963228 9.89728112 6.43510349 11.62300724 10.62693844 8.57201765 9.27961662 10.53823414 2.75184930 8.95482910 2.90938910 4.72382611 0.63635781 -0.36364219 10.95151123 10.27147517 10.40757603 7.83275903 10.31749458 7.38678940 9.91481115 6.69164443 7.27682325 12.03243122 9.09511004 9.03082436 11.03207432 10.64968434 9.05416500 9.94810992 10.18774944 11.19605740 9.22257589 9.61364160 9.61935523 10.63964532 5.01718256 8.95979189 11.28096907 10.21754966 2.51083536 7.90718632 11.52205801 9.46449817 11.26115708 7.84418916 10.56635967 11.07307317 8.02867910 -0.94869751 NA 9.11950559 7.91867782 10.81730675 9.13620754 8.22632500 11.23099726 9.43023592 10.46734154 8.96802507 7.36428176 10.71139501 3.95828590 3.44371273 10.95904097 2.80628281 6.77932014 2.44371273 4.13886361 4.93403993 1.51081005 10.13919345 8.35060730 7.77591311 11.05587770 6.57154637 1.95828590 6.98803703 11.01085780 10.50801024 11.73658594 11.55721071 12.25627593 10.28471920 8.61650106 9.07640036 6.39897621 11.32125635 12.74134254 9.84622109 11.32926770 0.63635781 0.63635781 10.13587535 8.24984398 8.95000058 10.89060294 9.58131773 7.66794817 13.62069110 14.39204904 5.05139821 11.68926928 7.74624423 11.26981104 10.45946348 -0.94869751 0.85877675 NA 7.73439395 1.37334196 10.72452494 8.61364141 10.24369193 10.00450434 12.51683802 9.20051122 8.73627034 6.93709600 0.05144171 10.82659790 2.22132031 3.05140691 9.27298616 9.86558111 8.48706945 5.77249801 8.08068644 11.36456565 9.92868329 9.88389371 11.10702054 9.85660294 9.75183893 11.82103040 5.69200587 8.49434280 8.96653170 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 NA 2 4 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4.508437e-07 2.42762e-07 NA 10.11634617 9.51373075 9.90992083 8.90341282 4.67074971 9.52175138 7.88866533 -1.97312914 1.07128215 4.07129073 8.31114160 9.71558317 6.83102723 11.64355941 10.64963396 10.33153224 11.20244527 11.89957063 2.78177935 9.56508475 10.06581476 7.71339614 9.20680486 7.67435401 9.31171994 12.35488336 6.49857161 NA 9.88798259 9.88487673 2.27482819 4.29367947 8.50161549 9.61701484 0.02687086 10.79528683 9.72038262 4.82131225 10.69156522 11.21918855 -1.97312914 9.41760213 7.66352039 10.64068518 10.78094808 10.27066477 0.83422579 7.56217143 3.19682733 10.02830393 8.32839175 -1.97312914 11.13992157 1.02687086 8.71216998 7.77172979 0.02687086 6.22656826 9.46048108 8.77676529 -0.97312914 6.54653181 8.88409907 -0.97312914 9.80620465 9.98436064 9.92474126 4.21671870 12.65504904 13.46383495 10.70923204 14.08245356 10.49501064 8.86120883 9.80250603 2.78177935 16.44829903 NA 8.56119857 9.44843455 4.34882728 7.65989103 8.21918837 7.31229759 1.89479837 12.02442808 6.28319950 5.97526332 1.61188057 2.19682733 9.31806643 5.39321711 8.21795479 8.10103702 10.53840129 7.05480182 6.91867961 13.67598347 8.00703512 9.25330788 9.75821472 7.22656826 10.49148747 8.20929008 9.92322808 8.16900299 11.35472901 NA 5.32151687 14.22359390 8.82212369 -1.97312914 12.27170550 7.20431486 9.34882374 4.34882728 8.03252021 7.84227931 10.58889955 7.89108193 3.95763606 9.54358075 9.56944400 NA 8.69045376 8.10638078 9.26051548 11.41410529 9.63191222 11.81509305 9.65852748 9.98906874 9.54898678 10.16580745 8.70665729 3.07128215 5.59675032 10.62913063 9.13868343 10.21490033 10.96187658 9.98072839 5.17664192 14.18501229 9.49093088 12.87287575 9.82698679 10.08319475 8.66079923 4.51874914 6.53864835 11.68287361 11.48504598 10.52574493 7.10371164 11.55929793 11.45695622 9.21918861 10.44025916 11.01131421 2.72733237 8.88951765 3.15618625 0.83422579 -0.97312914 -0.38816663 8.76414309 10.30621609 9.51423334 7.79507987 9.91277125 5.93978605 9.96426953 4.85978572 6.41047001 11.89841599 10.68220281 9.60715422 11.77770737 10.72103594 9.59009203 10.31114148 9.90686174 11.84337943 9.09500214 11.51699448 9.47139295 9.47552836 2.93378034 8.69755213 11.60030623 11.47415852 6.37562334 9.04007871 11.89716410 9.14583690 11.33024841 9.45211169 10.07878433 10.83324392 6.57764182 1.34879896 NA 9.33807649 7.49653745 10.81927931 9.82496240 9.10504656 10.56532718 7.23634911 10.69215839 8.73425473 7.15360067 10.04891676 2.78177935 5.22656633 10.05687313 3.80825118 6.25089717 5.89725979 8.50126079 4.11435870 1.02687086 11.28428358 7.47810706 6.51071196 10.14595685 5.96512165 -0.97312914 3.61185697 10.67772308 11.25104818 11.42897512 11.43004096 10.53245918 11.80209444 8.80415103 9.39592052 6.04804214 11.30287467 11.11866165 10.18266263 11.68477237 -1.97312914 0.83422579 9.90571297 9.99195856 9.25150040 10.77676513 8.93753861 7.51473614 13.26977209 14.49161696 3.15618625 11.16772553 7.31882658 12.50654970 9.95541409 -0.38816663 0.02687086 NA 7.31921779 0.02687086 10.87474979 9.30069140 9.30766645 9.08217805 11.75524145 8.15875256 9.11059449 2.83424602 -0.38816663 11.36451761 2.83424602 3.41921526 9.53518574 9.68108412 7.67435401 6.83425107 7.44052371 11.38403534 10.03041361 10.07538261 11.39335458 9.96568878 8.63237510 10.34147902 4.59157770 8.30069117 8.64160563 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 6 4 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 6 0 0 0 0 0 0 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 6 0 0 0 0 2.288899e-06 7.976465e-07 NA 10.019903417 9.069022736 10.218084640 7.372461136 8.783936883 9.112270075 4.132650867 NA -0.722610301 2.815677889 8.498174661 9.397958011 5.673663831 11.757043671 10.784965303 10.299209507 10.463910743 11.622116172 0.008343459 9.974832137 10.813869033 7.300648162 7.712230521 4.484060773 9.116197605 9.212286501 5.815680451 NA 9.878691474 9.604982360 2.866314561 3.789687524 8.112925276 9.673662594 -1.991943445 10.615657038 8.314388379 6.484060773 10.281539461 10.754000991 NA 8.542629511 4.708766626 10.876570509 10.146278453 9.212286501 -1.991943445 7.737947645 2.467748997 9.765716729 7.810842797 -1.991943445 10.937187383 1.374288339 8.626712172 7.447118776 0.330214177 6.850676927 9.455409834 7.804366610 1.593305959 5.383365608 9.016054714 3.137601886 9.835669427 9.749793688 12.133820877 5.644952222 11.766016711 11.018330182 10.899920521 13.538854958 10.588820866 9.045187110 9.822909199 2.708761109 16.673378030 -1.991943445 8.345948511 11.489747731 4.095789425 7.482032665 7.621195469 5.802743818 1.262312878 11.436555970 7.641884843 5.008325529 0.593305959 5.426180875 9.611489447 4.030698031 7.784759808 8.371366316 10.738796795 5.796229143 7.127268020 14.508779592 8.093134940 9.221431002 9.377924108 7.193202042 10.118516375 7.555221043 11.318087221 8.268069875 11.913149454 -1.991943445 2.866314561 13.682270619 10.049301310 NA 12.895309249 6.930167242 9.407604708 5.680751925 6.455409423 8.016755369 10.666761384 8.009735140 4.158070375 9.612879921 9.438256459 NA 7.863195112 8.165673814 9.553773844 10.676768541 10.615657038 11.849975537 9.459537768 9.773612828 9.550874891 10.539951785 8.405701835 -0.991656541 1.330271553 10.414531657 9.052037607 10.043469460 10.587406905 10.114889616 5.593288029 13.438191068 10.225678616 13.845412524 10.593758706 10.304956111 9.072395790 3.052728885 7.047246086 10.219302375 11.410406088 10.231423408 7.066318496 10.892535379 10.881963034 7.180754560 10.535803652 10.960339825 1.915214929 8.917934725 1.330271553 0.330214177 -0.991656541 -1.991943445 8.507175813 10.582920244 10.273355615 7.768214767 9.390745274 6.168198746 9.548454735 5.475931180 5.364645966 11.368762293 10.718056751 9.423540355 11.472489498 10.530172502 9.114889616 10.415063141 9.946435970 12.140103289 9.085142321 11.797146967 9.649023495 10.592114637 2.866314561 8.305242790 11.160453090 10.293543954 2.095789425 8.665019627 11.693842055 8.909947971 11.705402834 7.655785431 10.217780106 10.704424856 6.600784145 0.008343459 -1.991943445 8.255067293 7.518101541 10.836066376 9.625794124 8.902386572 10.612648299 8.481017541 10.652568325 8.565790218 6.743036917 10.575094268 0.330214177 4.178252522 10.567225704 0.593305959 6.463653515 6.492143209 2.806901432 4.547486846 NA 11.271889354 6.648571858 5.459536538 9.612879921 4.287981965 -1.991943445 1.915214929 10.787840868 10.835272369 11.279205978 11.308393187 9.969414583 11.238797546 10.222342224 9.687366935 5.647631108 10.749793688 10.836264770 9.997721166 11.181847714 -1.991943445 NA 10.423804415 9.767798783 9.271595852 10.409472828 8.897830636 8.259809160 13.456539810 14.687683082 1.467748997 11.334053735 6.700244109 12.169301076 10.239547933 0.008343459 -0.406789669 NA 7.498174262 4.030698031 11.237002626 9.404931427 8.870964177 8.856167159 11.862610704 8.489116997 9.279801380 0.008343459 -0.406789669 11.135031188 1.708761109 1.593305959 9.785992989 9.797860410 7.426179197 4.500177430 7.398495741 11.266745496 10.110630508 9.981306546 11.876667002 9.842797698 8.382279468 10.138575541 4.993484163 7.421954562 8.931654104 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 -0.0020784 0.0227250 -0.0241200 -0.0241200 -0.0241200 -0.0252230 -0.0117490 0.0056919 0.0572260 0.0077783 -0.0014434 -0.0153290 0.0076392 -0.0121290 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.122 1.122 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.122 1.122 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.8273082 11.8086199 12.9011067 10.4327555 9.8978306 12.2892424 4.4840608 -0.4067897 7.4450380 2.0083435 12.5316436 8.2057644 6.9001109 7.9316990 8.3990651 9.5016818 11.9790617 6.8221081 11.1751174 7.1606117 9.0656415 8.5478539 9.9912881 7.7581959 8.3098228 10.7833196 13.9920551 9.781878007 10.798675190 -1.991943445 8.774855570 7.898591109 10.654210227 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 1.144449e-06 3.121225e-07 NA 10.5184474 9.3584855 9.7113214 9.0090109 -0.6880319 10.0843581 6.1644786 -0.6880319 1.9208649 5.4617905 9.2589497 9.0391132 8.2038271 11.9043837 10.1669119 10.3138035 10.7448464 12.3767863 6.2189342 9.4100756 10.0983131 8.4693903 8.8599019 7.7193115 9.6083862 12.5045883 5.7298953 -1.6877995 9.9082333 10.3187202 2.8970080 5.2428997 9.0357045 9.5758996 2.5599812 11.0524567 8.3440890 9.0374097 10.8066491 10.8923021 1.3120262 9.1528215 6.5504482 10.7086483 9.9976684 9.7653141 NA 8.6728906 3.6339659 9.9409447 8.8306968 3.4819705 10.4750641 2.0572770 8.6706948 7.9249122 -1.6877995 8.2189342 9.5024856 8.9423107 3.5974477 7.0433620 8.5444645 -0.1029920 9.4199145 10.4067810 11.7807948 4.3344110 12.3760814 11.3097522 10.2615054 13.2985967 10.4464698 9.4039615 10.1708016 0.6339426 15.9950518 -1.6877995 7.6935866 11.4210579 5.1824063 7.8875825 8.1048335 6.1824083 3.2389855 11.4127059 8.9233727 10.0884765 -1.6877995 2.8970080 9.9138142 4.4205700 8.6043653 7.5694311 10.5617496 5.4413274 7.2457343 14.1140297 8.5670719 8.9193738 9.2705962 8.9138142 11.3434070 7.6717930 10.6976363 7.9486680 11.6176778 NA 7.0159469 14.0120497 9.4894631 -1.6877995 11.3311129 8.2323965 9.8316798 3.2189361 8.3821645 7.5528351 9.1080832 8.8336441 4.6695938 9.4296867 9.7304233 NA 8.6585571 8.3618920 9.6243592 10.7860029 11.0802278 11.9796219 9.0168116 10.5456632 9.4374571 10.0702667 8.7506276 4.2893254 5.6957489 10.0198339 9.2479451 9.1939223 10.5227148 9.8526559 8.2413020 13.4732148 10.2996629 12.9860702 8.6271931 9.9331796 9.2091326 3.8666311 6.8704646 10.7724994 11.1040203 9.9941602 7.3148587 11.3563488 11.0303623 8.8904163 8.5552176 10.9299700 2.2189361 8.6886899 3.3120407 1.8970080 1.3120262 1.4819705 9.9235294 11.4390705 9.5330264 8.3427107 9.5570614 6.2720456 8.9350103 8.3686811 7.3401706 11.5286378 10.0999461 9.0851827 11.8482907 11.2541914 8.9001305 10.1946866 10.4885284 11.9718165 8.8685494 11.0137831 9.7298960 6.7256716 1.8970080 8.6717930 10.8659128 10.2905788 -0.6880319 8.8180932 11.3747643 8.1226153 10.6568942 9.3190708 10.1173843 10.9133501 7.3861850 2.3994993 0.3120843 8.4387478 7.7277850 10.3533605 10.3492473 8.9202984 10.4342244 5.3344110 10.7531721 8.5928143 6.9738213 10.3039196 0.8970080 5.3007278 9.4120488 -1.6877995 6.2129097 4.0399631 -0.1029920 4.7549890 1.1194226 11.1996449 6.2720456 6.2545581 10.5857022 7.5366964 1.1194226 5.7796484 10.5254515 10.2684197 11.9082333 11.2616879 11.3552417 11.3808218 9.3092230 9.5028004 7.4784323 10.5691366 10.9285923 9.8998211 11.6209513 1.3120262 0.8970080 9.9536437 9.4432575 9.2807102 10.4294367 9.4205679 8.4969189 13.8549847 12.9955864 -0.1029920 11.0139997 6.7573487 12.9200095 10.1362068 -0.6880319 1.1194226 -1.6877995 7.6020626 NA 11.3354652 9.2604108 9.3468426 9.1449335 11.2147954 8.4166422 9.6619494 3.7714736 NA 11.5172258 2.6339659 2.3120552 9.0785725 9.4432575 7.7043609 4.2427778 8.0467530 11.1040203 9.5000141 9.9059014 11.8050233 10.1546099 7.8218186 10.9987629 5.5007797 7.5384559 8.9871185 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 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 2 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 1.28317e-06 5.548845e-07 -0.9470277 10.8762622 9.8634666 9.5871979 7.6303239 3.0529027 10.4322733 7.7285341 NA 2.4898512 5.5447481 8.5286284 9.7833651 9.4071443 11.6724272 9.5910840 10.6336246 10.7485583 12.5648946 6.7602542 8.9294120 10.2629574 8.5407348 8.6265421 6.6378580 9.0557100 13.2051005 6.9836321 -0.9470277 10.5427429 10.3561048 3.6378537 5.9717574 8.5978593 9.6132277 1.3748447 10.9665323 9.1975531 7.4322730 10.5896278 10.5286284 NA 9.4916868 6.6749464 11.9244152 10.3049690 10.1950020 NA 8.3748230 2.8602477 10.3538195 7.7075310 NA 10.4137147 1.6378421 8.4235824 7.8794436 1.8602477 6.8407981 9.0157911 8.3838118 0.0528332 7.4060417 8.7323750 3.0529027 9.9702670 11.8252095 6.7671410 5.4279346 9.6336717 11.7341334 10.4838701 14.0563250 10.5764569 9.6574482 10.3406073 2.8602477 16.1135276 0.6378421 8.1509272 9.1377033 5.2228200 7.3102829 8.8161072 3.9108765 2.9836412 10.4489645 9.6521848 6.2427187 1.8602477 3.0529027 10.3330858 2.5123280 7.9477129 8.6246474 10.3589566 3.3008266 6.3748239 13.8553103 6.8144466 8.6767766 9.1653344 8.1135911 11.2082097 9.2165446 10.7442023 9.2525673 12.1563467 -0.9470277 5.6822502 15.1679589 9.3243579 -0.9470277 11.4173032 9.1068207 10.0993369 3.6967506 8.4344381 7.2328037 10.7812407 7.5685946 3.3008266 8.7039465 8.9155323 0.6378421 9.1310456 8.7654220 9.5871979 10.5071943 8.9492273 11.3403159 8.7926755 10.7182309 10.0849407 10.0323202 9.6876334 -0.9470277 2.2228046 10.0959222 9.4612247 8.7926755 9.6867983 9.2377702 7.8602496 14.2806613 8.3126384 14.0673078 9.6583745 6.4366000 10.4344379 2.6378652 7.4958382 10.6227506 10.2488823 9.5082222 3.8602477 11.3971548 11.6213261 9.2215671 8.3635075 11.2035942 2.2228046 10.1249740 3.3748169 2.9597887 0.6378421 1.6378421 9.3691766 11.6733439 8.3382974 9.0373133 10.2949496 5.7253213 9.6122719 6.8210788 4.8123185 12.4559070 9.9469548 7.4622855 11.2647832 11.6175208 10.1647087 11.1173009 9.4409121 13.0038153 9.0157911 10.0070912 9.7593909 8.7376435 NA 7.4365991 10.6355074 4.3959471 2.5123280 7.0428282 10.7829405 8.9522520 10.2966640 9.4802078 10.0821822 11.3249415 7.7075310 2.5123280 2.7533264 8.0387369 5.5286276 9.6160912 10.5215190 9.2586883 10.7718559 6.3382978 11.1052286 9.4833474 7.1666371 9.7341334 0.6378421 4.5447450 7.8505563 -0.9470277 6.2817131 0.0528332 2.5123280 4.0070878 1.0529027 9.6472195 5.0070923 6.6602256 10.9036639 6.9796058 0.0528332 4.9355399 11.1705381 9.8714771 11.7522505 11.2118202 11.9841865 10.8505565 7.2768967 7.5803716 6.3155536 10.3002291 11.6144216 10.0121724 11.0724857 1.0529027 0.0528332 9.6246476 8.1456520 9.8618591 9.5784157 10.5601941 7.5367104 13.2618913 13.2686554 3.0529027 9.4612247 7.5349362 13.3654943 10.5852509 1.0529027 0.6378421 NA 7.1509272 -0.9470277 11.8426323 6.5606890 9.3871682 10.5925384 11.1617461 8.4749596 8.4887110 4.9355399 0.0528332 10.8602499 2.3748169 2.6378652 10.0465410 8.9657843 6.8210788 5.0528940 8.4170297 11.2647832 9.0215616 8.6397347 11.2193719 9.7550677 7.1135911 11.0651703 4.2623505 7.1027432 8.4365991 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 0.0115390 0.0024969 0.0024969 -0.0325870 0.0011093 -0.7453400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.745 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 -0.732 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.745 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 -0.732 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.437139 12.200418 14.124776 10.064821 8.171836 11.322022 3.052903 1.374845 8.286515 4.052894 12.312638 8.806162 7.449499 8.309717 7.617273 8.779113 10.622751 7.069703 9.922489 10.723109 7.920174 8.670858 10.442349 8.007091 6.953762 12.069877 12.369601 9.7808153 10.3132265 0.0528332 8.2077133 6.5367104 9.4916868 11.3835318 10.9751077 8.1482920 9.5061655 6.6822516 9.6122719 7.3475160 7.6565214 9.6958491 5.3382960 5.5447481 9.0143447 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 2 4 2 3 1 3 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 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 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 7 0 0 0 0 9.363676e-07 3.121225e-07 -0.8962003 11.2619004 9.3548125 9.8250211 8.9842706 9.6580311 9.6561107 7.0708315 0.6888517 0.6841006 5.1151498 8.3695372 10.3890351 8.3351433 11.8946777 11.2327218 9.6671183 11.3124611 11.9395776 3.3893190 10.1112996 10.2700850 8.6017738 8.9611255 7.6196221 8.9842706 11.8666362 6.8008895 NA 10.2552557 9.8428587 3.4962450 5.7334981 8.3707083 9.3904796 -0.8962003 11.3627824 9.5453099 7.4281022 10.1683279 11.2351359 0.1039340 9.0242748 5.1483159 10.4309131 10.8762365 9.7455222 0.1039340 8.3904798 3.2331978 10.2682004 8.2725939 -1.8959318 10.7925984 2.5841929 9.0769016 7.9209054 0.6888517 7.0812022 9.9007728 8.9533269 0.4258889 6.5592486 9.0571654 0.4258889 9.7001118 10.3762601 10.4504357 6.4077028 11.5069939 13.4250397 10.9354271 13.3208951 10.8652654 8.2534150 10.3852725 2.9619011 15.8812672 NA 8.8852818 10.0657333 5.3518509 7.5877378 7.4614737 7.7603467 2.0156046 11.2503315 8.6773609 0.1039340 2.8588165 3.6585086 9.4762429 5.7259729 8.1979995 8.0002541 10.3008314 6.6391974 7.4054181 12.9726963 7.8819992 9.0926065 10.0515589 7.7056925 10.3694872 8.2137526 10.6149333 7.6699756 11.2205908 NA 4.4258487 14.5692492 9.9439130 0.6888517 11.5641219 8.0062969 9.8926403 5.0581173 7.3613096 8.0153141 10.8997587 8.0257630 4.8181654 9.4031299 9.2453906 NA 7.6353031 8.6047637 9.2637934 10.1636044 10.5849645 11.7072087 10.0070507 10.4418226 9.5674464 10.3369424 9.0748188 2.6274901 3.1913889 9.7332786 8.8504363 9.2869927 10.7971911 10.0918964 5.2637931 13.1368286 8.6284638 12.4262022 9.8415919 10.2466672 8.3182409 4.6117154 6.6508162 10.5748349 11.5050681 10.2134261 7.5715274 11.6421691 10.4501586 8.7930463 9.2065539 10.3339424 2.2738441 8.5699984 5.6117154 -0.3111483 0.1039340 -0.8962003 9.3357432 10.7019745 10.0628370 7.6832382 9.7425343 5.8112809 8.7630258 5.2536679 6.5592486 11.9012795 10.0171853 9.6546688 11.6523827 10.6097335 8.7730106 9.8844618 9.8479149 10.9372074 9.0435012 11.2178269 9.6841805 7.5154326 4.0812033 9.0610239 11.4534796 10.4426694 5.1807367 8.4966365 11.4454408 9.1700112 11.2867818 9.2813415 10.3791735 10.6898234 6.9525444 0.9112697 -1.8959318 8.9949462 7.9619028 11.0149394 9.7309997 9.0754655 10.7405466 8.5015964 10.3826414 8.6215915 7.3823716 10.5372466 3.3518544 4.8721048 10.3881677 3.6274784 9.6087409 5.7477794 2.4962322 4.4076994 2.0108156 10.7998027 7.2838310 7.1646184 9.9812176 6.2477643 0.4258889 5.4168060 10.6493691 10.5106585 11.5797820 11.3261131 11.2239978 11.0027122 8.4179386 9.4988775 5.1393262 11.3762602 12.4402193 10.1189884 12.0683531 -0.3111483 1.1039340 9.9957057 9.9669466 8.7860386 10.9195054 9.1960183 7.6017738 14.4314395 14.8271562 2.2738441 11.6267486 7.7260103 12.3679246 9.9189048 -0.3111483 1.1039340 -0.8962003 7.7974086 NA 10.6353229 9.4359586 9.8954918 9.5664242 12.1300131 8.9312647 8.9226079 4.6117154 0.9112697 11.1268099 1.9112697 1.4258352 9.0085566 9.8263025 7.9941860 5.6661658 7.5280884 11.3012922 10.2202659 10.3583601 11.1354509 9.9907616 10.0996890 11.2006371 5.7614183 8.0302180 8.8000201 9.5432333 0.00152000 0.00152000 0.01502300 -0.00623410 0.46399000 -0.02644600 0.00846870 -0.00083714 -0.04558500 0.00443550 0.00443550 0.00443550 0.00152000 0.00152000 0.00152000 0.00874720 -0.48166000 -0.48471000 -0.48471000 0.01628000 0.01628000 -0.00623410 -0.00502940 0.00846870 0.00805110 0.00805110 -0.00872010 -0.00291460 0.01139400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.482 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.482 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.905428 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 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA asian NA NA NA 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.734014e-06 7.282859e-07 -0.56469145 10.98371823 8.66779883 9.96773392 9.01186235 0.75727932 10.69158659 8.60661730 NA 4.43740753 5.02034218 7.15647752 8.40979271 7.96870768 12.65469776 12.11331776 5.81041740 10.72424405 11.78604095 5.12187744 10.36500625 10.29452449 9.52416615 8.77967373 7.72539694 9.11045277 12.33850662 6.21673810 NA 10.63136525 9.64117118 5.16329745 6.81488619 9.32640207 9.64604922 5.81041740 12.18315135 8.28868754 12.15198309 11.48096697 12.50516334 NA 10.97599037 5.68330626 9.66179021 11.28615083 8.28556498 -1.56447808 10.04594145 3.47977380 11.00143198 7.30882227 2.13583034 10.18602631 -0.50799302 8.57201045 8.66659897 1.02034218 2.95893545 11.02783497 9.75617850 0.02034218 6.99761985 9.69374376 -0.56469145 8.60905497 7.83625743 7.37201617 2.82769710 13.46834057 12.81989191 10.70274991 13.25710212 11.09648799 9.72942429 8.50818063 -1.56447808 15.96905748 -1.56447808 6.61030290 8.00523379 5.40116283 7.06108708 7.92522566 8.10071384 2.17954290 10.79704760 8.66105550 5.80169931 0.75727932 3.79292821 9.70508907 0.43541524 9.68093069 7.96089856 10.26311764 5.95894009 7.57236902 13.83258462 7.93920365 9.55431909 7.67139246 5.60530172 11.92373528 7.44939877 11.71918977 8.93023349 10.38118753 0.43541524 11.32962729 12.74329025 8.14790498 2.60530468 9.02034051 8.73687407 10.11177587 5.05008807 8.66419659 7.26826782 12.19016108 8.66659897 7.85954410 8.69512109 8.38957413 1.89479837 7.80606558 8.14618425 9.68330538 10.72798714 8.69040662 12.03558937 9.41122581 11.72294603 9.55626386 10.43713794 9.16724853 5.02034218 0.43541524 10.01751999 9.04455669 10.51852481 10.23627782 10.50113069 3.43537523 13.47571048 3.29335577 1.43536190 9.20521581 10.62365766 8.98900727 5.97453620 6.38374576 10.78216871 10.76377240 10.23587350 8.22979362 11.31323718 10.76685476 9.65272991 7.45774612 10.11045290 4.82769710 9.02251790 1.43536190 5.03528959 -1.56447808 -1.56447808 11.70786196 3.43537523 9.87780313 8.95107777 8.25472678 6.96285553 6.53341072 6.23627830 4.84476727 12.32393095 9.48045498 8.52813526 10.65091091 12.87709017 9.09448179 9.95893994 10.37422236 11.59745450 10.04132034 8.50549877 10.21837615 9.46328404 4.24273206 8.04270835 10.62828714 5.49196210 3.52284670 6.99418143 11.50700788 7.70450474 11.14510800 4.07923302 9.75561434 10.56111426 8.70099311 -0.56469145 -0.56469145 7.94118967 7.44100284 9.61279756 10.73801691 8.11661636 10.08193661 2.75730066 10.75666348 8.74939482 8.57364984 10.30766804 1.89479837 2.43538857 8.10957003 -1.56447808 4.82769710 2.02034218 3.02034218 3.82769710 1.02034218 9.94811839 2.82769710 6.31189541 11.46194635 8.37847868 3.19026718 5.14962520 11.22185177 10.29840263 11.54030427 11.35554469 11.56288873 9.51286132 8.55302099 9.03969964 5.63955922 10.86504624 9.77020995 9.54520853 10.56659181 -1.56447808 -0.56469145 10.40296450 9.11837245 10.16627257 12.07823178 9.61901329 8.03900456 12.70800772 11.13169352 6.01280776 9.69570940 5.56795608 9.40188342 10.07200260 NA 2.24272444 NA 8.35424101 4.16329745 9.21107062 8.59272499 11.98299550 9.20438921 12.04524924 8.61404281 9.61639979 0.02034218 1.43536190 10.50851531 3.72078190 1.89479837 9.51352884 8.74143968 7.74826062 6.23627830 6.81475676 11.06882731 9.84741852 9.54716561 11.45270837 9.67289273 7.26510023 10.71324653 4.19026718 6.62520180 9.19526614 10.26866340 -0.0084450 -0.0084450 0.0269290 -0.0333980 0.3562500 0.3624700 0.4144500 -0.0844010 0.0355170 0.0355170 0.0355170 0.0355170 0.0045735 -0.5655500 -0.0084450 0.0107940 -0.2313900 -0.1293900 -0.1293900 0.0790080 0.0790080 -0.0333980 -0.1689200 -0.1966300 -0.1051300 -0.0291810 -0.0844010 0.1356800 -0.1533300 0.000 0.000 0.000 0.000 0.183 0.183 0.132 -0.169 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.120 0.120 -0.224 0.000 0.000 0.000 -0.129 0.000 0.000 0.000 0.208 0.208 -0.169 -0.169 0.362 0.362 0.218 0.414 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.183 0.183 0.132 -0.169 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.120 0.120 -0.224 0.000 0.000 0.000 -0.129 0.000 0.000 0.000 0.208 0.208 -0.169 -0.169 0.362 0.362 0.218 0.414 0.000 0.000 0.000 0.000 7.290247 12.044788 4.268270 11.545861 10.587029 12.251462 1.605305 5.229796 7.587663 7.713827 13.802349 9.465659 13.785799 8.373884 8.570651 8.541286 8.996666 4.702164 10.249960 11.434321 8.361674 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 3 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 2.254218e-06 7.976465e-07 -1.3647564 10.6515394 8.6660947 10.5635758 7.3007635 8.1900162 9.3944835 9.1772212 0.6354294 2.7447854 4.4683161 8.5705927 10.1035425 6.4996131 12.7213149 10.4953505 7.2501373 10.2806357 12.0222331 2.7228813 9.0773343 10.1784594 7.6438562 7.6798214 9.6276579 9.6557130 10.9138770 5.4036120 NA 10.1282822 9.2138002 4.4427843 4.1272783 10.5294875 9.5065627 2.6354294 10.6839144 8.4698986 2.8833471 11.4895167 10.0485265 0.2203300 12.1715533 3.4934040 10.1550639 11.5169239 10.3857159 4.7439511 8.9277492 3.2792781 10.6442063 7.7175764 -1.3647564 10.4705740 -1.3647564 10.1553094 7.4902957 6.9573551 4.7647124 9.4762055 9.1050694 0.9573203 5.7647097 9.5256919 0.9573203 10.1755557 8.6619509 10.5215051 5.1432220 10.5572760 12.7487628 10.5023201 14.1998748 11.1053237 10.2492171 9.3488140 3.2792781 16.1063088 6.5483164 8.4965143 8.1919337 5.3496731 7.5393093 7.7228902 8.5165416 1.8053337 11.0595938 9.4755209 8.4395587 0.2203300 5.4556067 9.4675265 6.7068897 10.1456972 7.6660947 10.7556654 6.5241703 7.2464527 13.1661387 7.7465634 9.0710979 10.8533853 7.3184226 11.2104917 7.9641023 11.5764752 8.5661648 11.2533541 0.6354294 9.8059786 14.8899580 10.1277816 2.4427843 9.1402464 7.1745862 10.3505316 1.6354294 8.2954237 8.1412391 11.4227180 8.9138770 4.4934104 8.6226917 9.3969789 9.8827618 8.6012118 9.2482960 9.8803860 10.2994304 9.0710979 12.4748420 9.4988394 10.6130653 9.5939802 10.2217983 7.8691669 2.6354294 3.9208268 10.7930903 7.9685827 9.1491552 9.7672845 10.3539605 2.4427843 14.4272772 4.0616898 4.5896257 9.9847088 9.8034728 9.3522470 3.4427843 6.3903152 10.1823220 11.3971866 9.3650484 6.8448815 12.0019083 10.8246344 8.7189068 9.5720654 11.2884965 6.8153372 9.2481579 0.2203300 4.9929814 -0.3645706 -1.3647564 10.4856144 3.6354294 9.0093802 8.4265906 9.7614673 5.8928160 9.0948591 6.8301843 6.1668098 12.9087861 9.9635415 9.2482960 11.6930809 12.6740037 9.0771164 10.6130653 10.6525839 11.8425945 9.9039696 10.1357715 9.7550172 4.6798235 3.0277379 8.9138770 11.0347055 7.5597350 11.1991006 5.8613574 11.7921427 8.2574793 11.8244799 10.0389722 10.0845762 10.9921546 10.2882725 NA NA 8.5302452 7.3289145 10.0479974 8.9584822 7.8642462 10.4965145 4.6577943 10.2439504 9.6845954 9.9265983 9.7896127 6.8203028 3.4934040 9.8690472 5.2936390 8.7927744 8.8833551 3.3358691 5.1900182 5.5661637 10.2625054 5.6012122 6.5661652 10.5062007 6.4576485 2.3358548 4.3903169 10.2274174 10.3505316 11.8467075 11.1489084 10.8314148 10.5426938 8.5954294 7.5567329 5.5822760 11.2772535 11.7687304 10.2213290 11.3971866 0.2203300 -1.3647564 9.6354276 8.9150380 10.3166660 10.5195981 9.3479546 8.5779420 13.5893512 12.7124101 4.0277468 11.2017195 8.2698392 9.6389456 10.3730974 0.2203300 -0.3645706 1.6354294 7.6934194 5.6241126 9.0160725 8.5837947 8.8003344 8.8473158 12.3472021 8.3271709 9.9971576 2.0948441 1.6354294 10.8280286 3.3358691 2.7228813 9.8233981 8.0700560 7.6127078 7.8003344 7.8497466 11.9612951 9.6994966 9.3743642 11.6244672 8.9311964 7.3936504 10.3894799 3.5896197 6.5057925 9.2792837 10.4472036 0.0000000 0.0000000 0.4527500 -0.1869700 0.4314200 0.1052600 0.1339100 -0.1519500 -0.0151910 -0.0341440 -0.0341440 -0.0886390 -0.1318600 -0.7393200 0.0000000 0.1680500 -0.4807100 -0.4807100 -0.4807100 -0.4807100 -0.4807100 -0.1869700 0.1786000 -0.8246400 -1.1161000 -0.4742700 -0.1519500 -0.5039200 0.0051359 -0.152 -0.152 -0.166 -0.166 0.608 0.608 -0.504 0.000 -0.126 -0.118 -0.118 0.186 0.186 -0.484 -0.484 -0.297 0.153 0.000 0.000 0.185 0.185 0.113 -0.449 0.144 0.144 -0.028 0.452 0.000 0.000 0.441 0.441 0.132 0.132 0.114 0.114 0.152 0.152 -0.474 -0.474 0.000 0.000 -0.152 -0.152 -0.166 -0.166 0.608 0.608 -0.504 0.000 -0.126 -0.118 -0.118 0.186 0.186 -0.484 -0.484 -0.297 0.153 0.000 0.000 0.185 0.185 0.113 -0.449 0.144 0.144 -0.028 0.452 0.000 0.000 0.441 0.441 0.132 0.132 0.114 0.114 0.152 0.152 -0.474 -0.474 0.000 0.000 10.548691 12.259080 6.997371 10.398640 9.960171 9.809729 3.679818 3.027738 8.272052 7.728184 13.662686 8.888684 13.923753 8.918284 7.475387 9.262961 11.054598 5.722889 10.170703 10.933777 8.690710 9.411087 10.549514 7.178460 6.572065 10.966344 12.441675 10.9440510 10.2358051 10.5918038 8.9841558 7.4233302 10.4988395 10.8777085 10.9514262 9.5347845 10.7823144 8.2593092 9.8028457 6.7595487 7.2052830 10.9519920 5.5057925 8.0928084 8.3599415 7.6069714 13.3084053 9.3496731 15.1960589 7.0419723 10.4098028 10.8433570 13.9454012 12.7095690 14.0681652 10.9297611 4.3903169 9.8097291 8.4777781 9.8103533 9.3192995 9.2482960 9.2738634 10.1784594 9.9190947 11.6917249 6.7175764 5.3219281 14.2743866 11.1385079 9.3175444 7.3768946 8.6743466 1.8053337 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 1.005728e-06 3.121225e-07 -0.6943213 11.0521912 8.7266899 10.7397839 9.3844950 5.0199243 9.7470649 9.4727061 -1.6943213 2.1616620 5.5536032 8.1589863 9.9185455 7.5979989 12.2775797 11.1415300 8.4076527 10.9676777 12.0174514 4.9638902 9.6014458 10.2027660 8.4967360 9.1146411 9.4362474 9.1558638 13.1917641 6.2829568 -1.6943213 10.2569617 9.6483072 3.9781041 5.5911707 10.3366889 9.5748035 0.3056787 11.3444245 9.8864066 11.7306305 10.3541639 10.7195693 -0.6943213 10.1326226 8.3473361 10.1733418 11.3432239 10.6151533 -0.1093588 8.9386722 4.3931416 10.2847448 8.2125674 -0.6943213 10.6501227 2.2373496 8.8736425 8.1049588 4.7486222 6.8602664 9.9291013 9.1194581 4.0335992 6.3609594 8.8821613 3.4349618 9.2474581 9.4362474 10.2129432 6.1322252 12.1484967 13.9807243 10.9359441 13.8885540 11.1906106 8.7348745 9.5812194 1.8906412 14.6947032 0.6276068 8.5212098 10.5114702 5.1130337 7.4979700 7.5224230 8.7995322 2.5947635 10.6145847 9.6486349 12.7735372 3.3931416 1.1130337 9.3113015 3.7651104 9.4128939 7.9313858 10.5236347 7.2511207 7.4220210 12.8052737 8.0968401 9.5096367 10.8809798 8.3141056 10.9684855 8.3717662 11.1634636 8.0672284 10.8802704 -0.1093588 9.2950714 14.3539722 8.9825156 2.8906412 10.6665241 8.0113095 9.6354733 6.1821937 9.1883201 8.0233535 11.0376323 8.7140068 4.2829587 9.4874504 9.2836723 0.8906412 9.3818245 8.3609594 9.4135478 10.0048155 11.1222606 11.8774936 9.8045262 10.5184773 9.6060295 10.0331720 9.1546285 4.2829587 0.8906412 10.0572210 8.6979944 9.4592796 10.2565973 10.1098079 2.4756037 13.7504977 6.5910795 9.6904607 9.0639001 10.0378444 8.6162897 4.4955033 6.5102483 10.6259134 11.6488627 9.4115853 7.6343522 11.3931630 10.5019717 8.7171880 8.6665241 10.8986011 3.4756037 9.2591169 1.8906412 2.3056787 -1.6943213 NA 10.3804874 10.3754623 10.0365716 8.1130321 9.7211388 6.5956961 8.8887597 5.9130067 8.1369839 11.2303039 9.1605454 9.2915188 11.5430363 10.9252092 8.4795164 10.1787365 10.0688894 11.5992923 9.1282478 9.7277416 10.0903117 5.5440804 3.4756037 8.7864670 11.1196585 7.2184170 5.5724623 5.7378841 11.5154349 8.5771399 11.6930212 8.3528009 10.3687349 10.8336426 8.1098082 1.7651104 -0.6943213 8.5887652 7.7527600 10.5698263 9.4142013 8.6632290 10.8988346 5.3609577 10.7278442 8.7434291 8.0738615 10.4655482 3.5536063 3.6979962 9.4566934 -0.6943213 8.2170688 4.0335992 2.7651104 5.5724623 3.1636597 11.0032961 6.7773526 6.9710124 10.7916371 7.4265365 1.4756037 5.5630635 10.9796485 9.8845213 11.4851196 11.5116229 11.3359992 10.0559652 8.8887597 9.4616841 5.9485962 11.2010629 11.5527143 9.5800550 11.5658614 -1.6943213 0.6276068 10.0412330 8.9647810 9.3824926 11.0641084 9.0821099 7.6936939 13.7299089 13.6732965 -1.6943213 11.0149762 6.1915567 12.2669457 10.0907206 -0.1093588 -0.6943213 3.2598751 7.4554242 5.1385688 10.1378549 9.0771663 9.7102864 9.6494179 12.0454575 9.0722058 9.3311904 4.0870385 0.8906412 11.0507209 1.6276068 2.6276068 9.5612958 9.2319728 8.1558636 9.3021504 8.4843420 11.4124034 9.8149571 10.2660410 11.8900523 10.2800915 10.2979072 11.6138737 5.8713508 7.7773520 8.8525713 9.5748035 0.3461100 0.3455500 -0.4240700 -0.0090703 1.2154000 -0.0320470 0.0308730 0.1027800 -0.0745070 -0.0952920 -0.0952920 -0.0956830 -0.6018700 -0.6018700 0.3455500 0.0358060 -0.5655500 -0.5655500 -0.6165600 -0.6165600 -0.6074200 -0.0090703 -0.2828700 -0.6134500 -0.2910600 -0.2910600 -0.0919950 0.0044991 -0.6073800 0.000 0.000 0.000 -0.615 0.000 0.000 0.000 -0.291 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.641 -0.296 0.000 0.000 0.000 -0.577 0.000 0.000 -0.617 -0.617 0.000 0.000 0.682 0.682 -0.283 -0.283 0.000 0.000 -0.613 0.000 -0.357 -0.357 0.000 0.000 0.000 0.000 0.000 -0.615 0.000 0.000 0.000 -0.291 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.641 -0.296 0.000 0.000 0.000 -0.577 0.000 0.000 -0.617 -0.617 0.000 0.000 0.682 0.682 -0.283 -0.283 0.000 0.000 -0.613 0.000 -0.357 -0.357 0.000 0.000 10.254409 11.493493 10.227518 10.584707 10.035722 12.742128 6.825314 3.113034 7.002644 5.680715 13.309634 8.098419 11.740696 11.290583 8.623474 9.316904 11.483564 6.731942 11.135598 10.278298 8.518781 9.295965 9.735157 8.271461 7.262779 10.916471 13.239967 11.4668088 11.0437692 1.3056787 9.1535173 7.8487087 10.7379579 10.1468482 11.9807518 9.2401049 9.6455269 8.4718402 9.9222258 7.2334548 8.4063394 9.0488282 6.7975305 6.5440819 8.7925118 8.9965481 13.6688193 10.4855860 12.7873503 7.0691221 10.6100282 10.6667983 15.3681342 11.9211917 14.2452562 11.7653647 4.3280466 10.8287487 10.9481799 11.7194371 9.6020196 9.2915188 9.5193888 10.0143298 11.1077893 11.4886904 4.9495349 5.7975292 14.0149250 11.2553213 9.5458721 6.7732830 8.4063394 -0.6943213 11.5415416 -1.6943213 13.0147608 11.9254934 11.4335101 11.1490092 10.2027660 7.1322252 6.1065765 8.6588238 9.5199961 7.4756021 12.9414189 3.9203886 12.7460919 13.8387937 9.1226606 8.5974347 9.8934544 3.6276068 -0.6943213 9.1768122 7.8448357 9.3049723 10.0948029 10.9703464 11.5010492 10.9827359 0.6276068 10.0310432 7.7854570 8.6060295 11.3411634 10.4858969 1.3056787 10.1546910 8.0437694 6.8755331 10.0365716 5.5630635 11.1196585 11.4231577 2.4756037 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 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA asian NA NA NA 1 NA 2 4 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4.855239e-07 2.42762e-07 NA 10.1693236 9.4953756 9.7305865 7.1508947 -0.1002057 10.3406764 5.2985227 NA 0.5748281 4.9442025 8.5303779 10.4033017 8.0427652 11.6325400 10.9638764 8.9423787 11.2663116 12.0230665 4.2690406 9.7348050 10.4151785 8.4709277 8.9792920 6.6322580 9.0230665 11.1456254 6.2337079 -1.6850135 10.2562592 9.7525967 3.7411110 5.2097848 8.3274691 9.5787008 -1.6850135 10.8337438 8.3372124 5.2573577 10.5340132 10.4579090 -1.6850135 8.6898841 2.3148415 10.7300583 10.6549730 8.8569091 NA 8.4947540 2.2217224 10.2621163 7.7242355 -1.6850135 10.9089057 2.2207633 8.9739487 8.0596787 -0.6852455 6.2806297 9.6635729 9.0647142 3.0697365 5.9442025 8.5839714 0.3148705 9.4089224 10.5895141 9.6909702 6.5242988 12.5368683 10.4168204 10.9859434 13.7135550 10.6950352 8.2509819 10.0013453 1.6367754 15.9096796 NA 8.3302599 9.5352231 5.4543964 7.7681155 8.3660538 6.6635723 3.8977051 11.4264695 8.1422827 -0.6852455 1.3148705 2.7071714 9.6271605 3.5627675 8.5034334 8.2964120 10.5273411 5.4337874 7.0152846 13.2893490 7.8675141 9.1485254 9.3755406 8.8462263 10.5009930 7.2777412 10.0278015 7.6390252 11.3511901 NA 3.1728235 14.2268452 9.6209064 NA 11.4266325 8.3996531 9.7494729 5.9073017 7.9073017 8.0780568 11.4998750 6.4595038 4.3148415 9.1928957 9.6316920 NA 9.0830290 8.2529539 9.5669188 10.8379166 11.4069412 11.3928771 9.9161513 10.4220618 9.6524666 10.3534209 9.3237986 -0.6852455 0.3148705 10.1007058 8.7681155 9.4253607 10.6482796 10.0431904 5.8998064 13.6257770 7.7905779 11.8552150 10.0030951 10.0688972 8.3755408 4.3592400 6.8066978 11.1394058 11.3463737 10.1646407 7.1790313 11.0906854 10.6068788 8.0065881 11.4695047 10.6016912 0.6367290 8.6814510 3.2690481 -0.1002057 -0.6852455 NA 9.7742764 9.6574751 9.7951301 7.8617389 9.6246167 4.6002460 10.0813737 8.8442752 5.9730556 11.6288615 10.1732144 9.2073875 12.0216645 11.8004225 8.8423217 9.8447633 10.0414887 11.2595568 8.6646787 10.7154574 10.2058690 11.0126811 0.3148705 9.5285565 11.0619887 12.9769011 2.1222089 9.1408610 11.4606177 9.0747329 11.0718180 6.8423214 10.2470595 10.7178567 6.4076026 -0.1002057 -1.6850135 8.4633212 7.8006741 10.7913378 9.7961396 8.5675101 10.8357089 7.8655916 10.6792530 8.4595029 8.0680613 10.3674128 2.2217224 5.4233698 9.8598092 -0.6852455 7.8087004 4.8694322 2.1222089 3.9587035 1.1222089 10.7875356 7.0929220 6.8847005 9.7665710 5.4330596 -1.6850135 4.5242957 10.6146252 10.3903239 11.6459017 11.4347585 11.4031361 11.1479325 8.1493158 9.8723037 6.3851808 11.1415918 11.7652828 9.8334980 11.0935379 NA 2.5627675 10.1023393 9.1951935 8.7316422 10.6555294 9.2791857 7.4645915 13.2278276 15.1045439 2.4023129 11.1626851 7.3921680 11.7143897 9.9654478 NA 0.6367290 NA 7.7722255 -1.6850135 11.0768779 9.0813737 9.5909691 9.8256088 11.7779859 8.5291639 8.9866069 3.2690481 -0.1002057 11.6386032 2.0152835 1.6367754 9.1626851 9.5175808 8.2820709 5.2921265 7.8285726 11.1098698 10.1677644 10.8388966 10.5270371 9.8727104 8.2835116 10.9061334 5.8377793 8.3510183 8.9916834 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 1 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.075089e-06 3.468028e-07 -0.1176308 11.1326034 10.0128755 9.4272695 10.4330518 8.7387304 10.5234536 7.8137812 -1.1177874 6.7940571 7.1111231 8.4616210 10.8588691 10.0390201 12.1533302 11.1746266 8.1815131 12.0830503 12.4583168 5.9908301 12.3262845 10.7348345 10.9324937 11.1809404 9.1151337 8.9537672 12.9348322 7.4483592 -1.1177874 10.8531299 11.4469308 5.7771225 7.2176951 8.5547304 9.7167761 2.4672795 11.0298279 9.9510833 9.6628448 10.1087172 10.8652985 -0.1176308 10.0795216 2.6896570 9.9025905 11.2393070 11.1772128 -0.1176308 9.7080587 4.0115851 11.1132261 8.0893191 -1.1177874 10.4657216 2.4780399 8.3273200 8.5025247 1.6896570 7.4330521 10.3422488 9.4877846 2.3417296 9.7324917 8.7088535 7.4635056 8.9321536 11.4993132 9.1207096 6.7464915 10.0138790 10.2486272 10.3691399 13.0715118 11.3843909 8.7363630 9.6330119 -1.1177874 14.5185614 NA 8.2874464 8.0345899 6.7024844 7.4483592 8.0597246 8.3396857 3.9051198 11.5096108 11.0518605 2.8823105 3.9267016 2.4672795 10.0745978 -0.1176308 8.8394069 8.4039055 10.2019771 7.3417367 7.0269627 12.2969902 7.8423070 8.9375874 7.5688059 8.0572304 10.2380415 7.9537675 10.1201124 7.7024837 10.6488339 -1.1177874 6.7526697 15.2527540 8.7740886 2.7891867 9.5270625 9.4243696 11.2576160 6.8306724 7.4672673 7.1014736 11.6176494 8.1769256 6.8071179 8.5913888 8.8780721 1.2042033 7.2176951 9.1373334 10.0776772 10.7211149 9.1075124 11.3412344 10.1272634 10.6952844 9.5458630 10.8914338 10.5500773 1.6896570 9.1207096 9.5198355 9.9060593 8.4390600 10.9294289 10.2789097 2.9697675 13.9641212 5.1860845 9.3620852 9.7024839 8.4691448 9.1849438 4.6371929 8.6488339 9.9710931 10.7824170 9.6669398 5.8709885 10.9289174 10.5604649 9.1860858 9.8956277 10.5844777 4.3417367 8.7087263 3.5827487 1.8822909 -1.1177874 0.4672795 10.8022856 10.0224957 10.1075124 8.0572304 10.0460678 9.5071005 7.9724175 5.6504889 6.9969841 12.0189757 8.5792726 8.3620854 10.9554424 10.5744845 9.2506369 9.7664754 9.4616208 10.5986957 8.7921981 9.6504892 10.3174543 7.6896598 2.6896570 7.4175800 11.1823714 9.7027552 9.2188114 6.6183679 10.4043960 9.4831471 10.8419447 7.6928763 10.0708938 10.7430040 8.0396517 0.8822909 2.0522420 8.7324917 6.8480896 10.1590110 10.2143415 8.9483941 10.7891956 8.4349738 10.2909213 8.5225498 7.9591204 10.6517296 2.2042346 5.2573426 9.6246144 -0.1176308 9.0609699 3.7891971 3.7891971 4.2303260 1.8822909 9.8137812 6.7402854 8.1349704 10.1962083 8.3698839 2.0522420 7.3701451 10.8642289 10.6779388 12.0575426 11.2160194 13.2316553 9.7588218 7.5652994 9.6025493 6.1063064 10.4756960 11.4368938 9.6984887 11.6852252 0.4672795 1.2042033 10.4896353 8.4464543 8.9737404 10.2453446 9.8459236 7.1537678 12.8560023 13.4687343 7.4136863 10.4267865 8.6454509 10.3514380 10.1248837 0.4672795 2.6896570 -0.1176308 8.4914836 0.8822909 10.3202598 8.2199269 10.5810096 10.6948834 11.9819815 9.8350463 8.5060584 6.3821502 2.4672795 10.0996568 4.3085720 3.4672664 8.9973486 9.7778803 7.6068190 9.1665508 7.6734681 10.4663279 10.5909578 10.7000881 10.5784032 10.3883893 8.0320523 11.2224332 6.0700522 8.6653032 8.7771228 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 1.838055e-06 5.895648e-07 NA 11.6986324 9.0455145 10.2756241 8.3172032 -0.3902450 10.6436113 8.5975062 NA 3.5760867 6.2680563 8.7352575 9.1653919 8.8217325 12.4959217 10.3842194 9.9558038 11.5307552 11.9940882 6.5346562 10.6473911 10.3068117 9.9919277 9.6899954 7.7971959 8.9033158 12.4674753 5.8766299 0.6098495 10.1782753 10.1634734 4.8386644 6.9092355 8.5479533 9.4451051 1.1947805 11.9850193 9.3386149 12.9756881 10.2698400 12.2982037 NA 10.1933971 8.2171745 11.0040388 10.2818274 9.0651713 -1.3902450 8.5376222 4.3102819 11.1506987 7.6624120 2.6098495 10.0661678 1.9952674 8.2822693 8.4075057 4.0361077 7.7570493 10.2959069 9.5763496 0.6098495 8.0361088 9.0589929 0.6098495 9.0926520 11.1106860 9.7190219 4.3912041 10.7890472 12.3991740 9.9328989 13.2386314 10.9654705 9.3012387 9.7124759 1.7797640 14.2787845 NA 8.5182369 7.6266523 5.9848832 7.7519510 7.5871242 8.7493955 3.9099651 11.4533727 10.2514895 -1.3902450 1.1947805 1.7797640 9.7564127 0.6098495 9.1245582 8.4107439 10.3002787 6.7996689 7.3275203 12.6844037 8.2734021 9.1634733 9.7665592 9.6196727 11.3038080 7.6759330 11.6749236 8.3172032 11.2364658 -0.3902450 3.8193003 14.7062504 7.5107112 -1.3902450 10.8935113 8.6418899 10.3838075 7.8506357 8.5107108 7.9673963 11.0053782 8.7455533 6.4802086 8.0936600 9.2509928 -1.3902450 8.1116813 8.6322119 10.2213301 10.1215967 10.7522703 11.6982481 9.4115525 10.8467552 9.3730565 10.5636768 9.1579724 4.9136267 3.6973068 9.8842223 9.5727402 8.5450092 10.5450091 10.0096561 4.9673946 13.6793358 7.3137474 12.5320568 8.8613264 9.0784681 10.0569273 5.8192978 6.9892230 9.7261880 10.7193483 11.1029490 7.8314314 11.3441177 11.1378097 10.1763739 9.7953390 10.6556038 4.1644323 9.5104845 4.2245574 3.0021624 0.1948435 NA 10.8473528 11.4982069 9.7841457 8.7709760 9.8729900 6.3377646 8.8326391 7.0486362 6.2097575 11.3464574 9.3546780 8.6487631 11.5002984 11.5678530 9.4786281 10.5227334 9.3796820 11.9566348 9.3154766 9.8332426 10.3081146 9.5391026 1.7797640 7.8952463 10.9064736 6.0434714 2.1948120 6.1648164 10.7426651 8.6973071 11.3603418 8.6705401 10.1392747 10.7900641 6.8859684 0.9317587 0.9317587 7.4832886 7.4647124 10.2143973 10.3697323 8.4740304 10.8192975 6.3309438 10.5562789 8.8836398 7.8144152 10.3249482 2.7797640 4.7391298 8.6168715 -1.3902450 9.6453306 2.0692897 3.5640367 4.4171977 4.1334073 10.2157866 4.7797692 7.0107239 9.6652757 6.9168623 3.0021624 5.8577720 11.0319089 10.2231732 11.6059645 11.2261632 12.1329159 10.4383773 7.0976845 10.0339894 6.1000925 10.6280443 11.2006650 9.8917741 12.0606687 -0.3902450 2.6098495 10.3601324 7.9021659 9.5842586 10.4478662 10.0250577 7.4490479 12.7614949 13.7816464 -1.3902450 11.1744700 8.1713805 11.7180418 10.0764304 0.6098495 2.3102819 3.0692725 8.3730565 NA 11.0679944 8.3085488 9.9602309 10.5831827 11.9996099 9.0651713 8.8886538 4.4924877 1.9317587 10.6752602 NA 2.8577621 9.6432671 9.8410653 7.8811672 3.8577720 7.4584673 11.0911390 10.1270214 10.3330784 11.7543430 10.3800744 5.6973068 10.9136249 5.3621928 7.9090524 9.2840363 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 2 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2 0 0 0 0 1.040408e-06 4.508437e-07 NA 10.98154188 8.86297823 9.91411301 8.34840506 4.90179852 10.06746044 6.66251742 NA 1.16227450 5.52456209 8.35074519 11.07703239 7.93024177 11.88826885 11.51024044 9.72412158 11.50118245 12.23872859 3.88897698 10.37307710 10.33546606 8.40129084 8.97188292 6.56139946 9.13825618 11.59262989 5.37623828 -0.91838768 10.21892995 9.90498573 3.80953792 5.92094827 8.24148986 9.35541409 -0.33333429 11.07526460 10.12601264 10.71733670 10.07985634 10.85578785 -0.91838768 9.32181358 2.78205204 10.39705122 11.46072608 10.45828664 -0.33333429 8.11504157 1.88896724 10.05100510 8.13146705 0.08161232 10.42615298 1.56963691 9.24607289 7.91766864 -0.91838768 6.24652590 10.13214740 9.41645048 1.40354042 6.28129023 9.01309484 3.29107306 9.63428759 10.58221153 10.05316212 7.45012497 12.28891356 13.00823884 11.51089449 13.47091376 11.05028531 8.26277092 10.74183730 2.72547942 15.36889804 -1.91811503 9.09144702 10.18425041 5.65904829 7.81123917 7.59731812 7.59337095 2.11636476 11.22548004 8.36816463 0.08161232 3.36702153 4.29107306 9.28435450 5.11504157 9.19144915 7.68338908 10.31403948 7.72367050 7.49100967 12.72795223 8.17040682 9.01678350 10.38682528 7.92553960 10.43315966 8.27883505 10.57722374 7.63044042 10.80164895 NA 4.43917098 14.79629336 10.13180733 -0.91838768 11.21732785 8.33546584 9.80357207 5.26152705 7.79758047 7.69632843 10.93082817 7.98550043 4.79586563 9.21283243 9.67126966 -1.91811503 8.37623915 8.91213367 9.52611577 10.24903663 10.18621727 11.39762988 10.52378452 10.55735198 9.71188564 10.32151540 9.25979151 -1.91811503 0.88900620 9.59089876 9.03217442 9.49841603 10.89539972 10.30742853 5.52456209 13.24958542 8.84980290 12.53456756 9.52818489 9.97946392 7.91292585 4.12601470 6.67033333 11.28634250 11.44301407 10.33428401 6.90179732 11.61826036 10.44493205 8.09842693 11.02156502 10.44246563 1.88896724 8.52331770 6.91450832 -1.91811503 -1.91811503 -1.91811503 10.04848442 10.27944959 10.35570545 7.32479261 10.47262312 5.08161658 9.29046242 5.25154490 6.95198287 11.73423948 9.69954504 9.72727705 12.16176984 10.76527110 8.53143800 9.45176109 10.01752027 10.66517147 9.19926156 10.79500509 9.73042547 9.30742853 4.27144062 9.12942419 11.29533032 11.23442623 -0.91838768 7.18757972 11.64898050 9.38368615 11.57184269 8.58544445 10.28006363 10.61226872 7.54514288 -0.33333429 0.66657482 10.01457149 8.21476061 11.04198256 9.52611577 8.70550003 10.99226129 7.78552244 10.34018459 8.70092135 7.71279591 10.74961706 2.88896724 4.84980415 10.95429338 -1.91811503 6.16376841 4.57347148 8.29219231 4.75404301 -0.91838768 10.77728187 7.25404597 7.10120883 11.02934493 6.22739838 -0.33333429 5.66658050 10.90558279 10.42508191 11.50355188 11.38039710 11.54181841 10.93024147 8.44575318 9.58541440 6.36997765 11.55798502 11.79597141 10.15375113 11.69874160 0.66657482 1.98852110 10.23390339 9.44903327 8.89379569 11.04415310 8.97264269 7.87278137 13.88211403 14.35923286 0.40359495 11.99992276 7.23580363 13.23223850 10.09738207 NA 1.08161232 NA 7.75933829 -1.91811503 10.83777243 9.49894372 10.02925547 9.47715273 12.31133863 9.41979779 8.95656144 4.82308695 0.40359495 11.11727680 -0.33333429 3.03581743 8.82813299 9.84773327 8.45121606 5.61300115 7.78725091 11.20509335 10.23675294 10.62004997 10.59262989 9.99340745 9.30078702 11.87074457 6.04272093 8.19666212 9.18621727 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 3 2 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 3.468028e-08 0 -0.555545 12.040153 9.625582 8.942281 8.680444 1.029418 11.815389 9.794285 NA 2.882721 7.296178 8.950241 10.382539 10.156956 11.330507 10.463325 10.219216 11.257401 12.997578 6.960760 10.712971 10.750491 10.336972 8.788725 7.634253 9.155236 11.995674 6.386944 NA 11.695320 10.966520 5.653883 6.766718 9.462629 9.369242 0.444455 11.311708 8.745925 10.155236 9.945271 10.726939 1.444455 10.030331 -0.555545 9.499712 10.031269 9.944275 1.029418 8.678049 2.444429 10.951233 8.215919 1.444455 9.616857 2.029382 8.505125 8.539826 2.614356 7.088286 9.801981 9.511864 1.766341 8.182521 9.307067 9.551646 8.175748 11.831908 4.088286 2.614356 11.126072 12.183788 10.212614 13.176385 10.505125 8.779663 8.033144 0.444455 15.388157 0.444455 8.670841 9.303964 6.614354 7.604300 7.594176 5.116855 4.029391 10.330888 9.638053 6.421710 1.444455 2.029382 10.144869 NA 9.405879 8.251784 9.865442 4.144870 6.624338 13.307551 7.225789 8.843173 7.853820 8.838892 10.306563 7.547717 10.585898 8.137916 10.622472 -0.555545 5.836747 13.788378 9.576286 NA 10.340762 10.980676 11.019023 5.144870 8.165529 7.944275 12.037820 8.713556 4.766357 8.430271 8.578856 -0.555545 7.999018 9.300855 11.140527 10.591634 9.720554 11.017158 9.689982 10.860699 9.984557 10.783722 10.151435 1.029418 1.029418 9.238845 9.940284 8.461238 10.043412 10.455657 7.185896 13.520243 6.766358 11.509845 9.698277 7.521245 10.712386 4.144870 7.629305 9.810751 10.410213 10.000935 5.552955 10.682177 10.724620 8.899757 10.438075 10.793157 1.029418 8.868595 3.614356 -0.555545 -0.555545 NA 11.336593 11.753053 9.354322 8.881141 10.798541 7.823807 8.372207 8.215919 6.552953 12.189683 8.458450 7.505125 10.973372 11.319795 9.346352 10.205981 10.035016 12.016656 8.513208 9.773104 9.916104 11.156526 -0.555545 6.477852 10.622472 8.773441 2.029382 6.873794 9.829213 9.264608 10.818925 7.488823 9.988428 11.275736 9.251784 2.029382 3.029400 7.832446 6.552953 9.447244 10.385477 8.251784 10.024688 6.542461 11.311260 8.666016 8.701817 10.132680 2.444429 4.444429 8.879058 0.444455 6.644101 2.251780 5.059139 3.903858 -0.555545 9.255001 4.251787 6.748210 9.529238 7.898728 1.029418 6.793157 10.961114 9.053608 12.319603 11.265007 13.071279 10.728675 7.144869 10.258964 6.236894 10.703584 10.849571 9.978732 11.355821 -0.555545 0.444455 10.507150 10.865968 9.136173 9.788725 11.065107 6.014284 12.572101 12.558009 7.806373 9.180831 7.588985 9.810751 9.583981 NA 1.029418 NA 8.296178 4.836747 10.807469 7.073786 10.334694 11.953709 10.836747 9.125668 8.614354 6.088286 1.029418 10.132680 4.614356 1.029418 9.156956 9.649000 7.819469 6.912034 7.433114 11.026101 9.766357 10.357319 10.006672 9.721263 9.055454 11.111541 5.703702 7.739050 9.071963 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 male 2007 177 NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 0 0 0 0 0 0 0 0 0 0 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 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 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 1 0 1.664654e-06 6.936056e-07 NA 10.2897207 8.7111297 10.4529913 6.0972716 7.2095372 10.1236106 7.6667509 0.9845529 1.7869727 4.0201910 8.2532301 10.8503042 7.1302483 11.9496337 11.0804954 9.7487790 10.4382531 12.3465147 3.3064956 10.6527468 10.2722834 8.2644135 7.9980330 6.9709813 9.2267924 11.5644525 6.3837423 -1.3375210 10.3828871 9.9099771 3.5206234 3.8720998 8.6513276 9.7848238 -1.3375210 10.8174610 10.0316949 8.1302483 10.4179477 10.4390759 NA 9.7334347 5.9755247 10.6047908 11.2840079 10.5785222 NA 7.8745314 2.9105792 10.0597826 7.7015615 -1.3375210 10.2687889 0.4781953 8.9445730 7.6933099 NA 5.9935589 10.0113710 8.1322848 -0.3373387 6.3421227 8.5452858 3.8325660 9.6190190 10.0592476 9.9387673 7.1343185 10.4902753 12.2506547 12.3235301 13.9438484 11.1459548 8.7906372 10.8956633 0.9845529 16.0684574 -1.3375210 8.3734494 9.6356227 4.5206234 7.7501060 8.1179703 7.9913178 2.4606901 11.2846947 7.3040081 4.0889048 NA 3.9105696 9.9732557 3.5695275 8.5299217 8.0047177 10.3181736 7.9957982 7.2846946 13.6599988 7.2662693 8.6626427 9.6919300 7.1014347 10.5804699 8.5143918 10.7084025 8.1544961 11.3809616 NA 5.2018024 15.0288797 9.0485051 NA 11.2625557 8.1117914 9.6988165 2.9105792 7.5018467 7.9845711 10.9001516 7.7097669 3.9480495 8.8300610 9.2597642 -1.3375210 9.1261673 8.6499068 9.4899856 9.9076012 10.2888082 11.4100449 10.0485053 11.1179700 10.1719230 10.6770121 8.5830850 0.9845529 -0.3373387 9.9743912 8.7434604 9.0013792 10.3539502 10.0152380 4.5933777 13.9332667 8.2883516 12.1660959 10.4607096 8.6780578 9.5627549 4.3350687 6.8818114 10.7158899 10.6208331 9.4057941 7.5206242 11.6589045 11.0300576 7.8938639 11.1141116 11.0730942 2.4699901 9.2094892 5.9755247 0.2475630 0.2475630 NA 8.7314212 9.9749586 9.7711674 8.1464587 10.3451503 5.5574591 9.4740176 6.8425515 4.9664259 12.6378639 9.9463101 9.0762707 11.1182269 11.4675805 9.1174356 10.3850235 9.7029326 11.7376205 9.2056748 9.9111635 8.9538135 9.0506600 1.9845529 7.7097669 11.5414601 10.9092053 2.2475934 8.0078929 11.4913744 8.9153082 11.0875964 8.1424231 10.1773569 11.4125123 7.0069387 0.6626613 -1.3375210 8.9777925 7.0889080 10.5540469 9.9170810 9.2447848 11.1869397 8.8437951 10.9731307 9.2653417 7.5513860 10.4112551 2.6626385 4.1544941 10.2814872 0.9845529 8.9969160 2.9105792 6.5513253 3.9845711 0.9845529 10.1974321 7.7944997 6.6794505 10.2075735 6.3136939 -1.3375210 3.7501027 11.0105410 10.6622906 11.4154416 11.1161707 10.9206199 10.3105509 7.8986570 8.4308272 6.5068780 10.8687415 12.2267923 10.0635222 11.1984042 -1.3375210 -1.3375210 9.9028378 8.8136594 9.0794402 10.6240926 10.3465147 7.4828217 14.4998273 15.1795124 2.4699901 12.0402601 8.6711837 12.9421809 9.9913178 0.9845529 0.9845529 NA 7.2400720 NA 9.2892918 7.9129414 9.3931130 9.1684545 12.4586825 8.2810282 8.5142359 3.4175285 -1.3375210 10.9454417 0.9845529 2.9845711 9.5422261 9.7593579 7.7179252 5.5206234 8.0179937 11.4435927 9.5604884 8.5680298 10.7750823 9.5306937 8.5018467 10.6259002 4.5695336 6.9341060 8.8512318 10.1564982 0.00000000 0.00000000 0.02581200 0.01447000 0.01614600 0.00013066 -0.00408220 -0.01037000 -0.04428600 -0.04807200 -0.04807200 -0.05136500 0.00000000 0.00000000 0.00000000 -0.00055444 -0.67154000 -0.65006000 -0.65165000 -0.65165000 -0.65165000 0.01447000 -0.65966000 0.00097064 -0.00332430 -0.00332430 -0.01037000 0.00541390 -0.00124730 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.65 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.65 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 11.216992 11.435988 12.077460 10.631670 10.791282 11.005273 4.390565 1.469990 7.927085 3.872100 13.222080 8.865709 8.785471 6.683179 8.083466 8.247605 10.922092 7.138376 10.660175 10.253230 8.471607 8.595640 9.550397 7.712491 7.262555 11.063789 13.329477 10.920914 10.450545 NA 8.460304 7.284695 10.177850 10.157498 11.372373 10.187674 9.628427 7.511266 9.925325 5.842551 7.302887 9.308301 5.872097 5.812390 9.504993 9.123099 13.577121 9.244785 11.886494 5.258982 10.144947 11.780611 14.771984 11.233210 12.960562 10.506171 2.569540 10.865685 10.436606 10.054960 8.740794 9.076271 9.005829 10.323084 10.136856 11.574971 4.444004 5.105586 14.034575 10.649552 9.930600 5.984571 9.149478 NA 11.215552 NA 12.759523 11.338699 10.988791 11.0685820 10.2722834 5.7394593 6.9890720 8.8708773 9.2653417 6.8325673 12.9828687 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 NA 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.895648e-07 5.895648e-07 2.61053471 10.43486515 9.78913974 10.56194040 7.02654668 6.35842967 9.91351552 12.01150955 -1.91321623 0.34403309 3.47928231 8.68222459 8.97342559 6.40438034 11.23337659 9.90754492 7.13681583 10.65800854 11.90724570 3.61053471 8.15305644 11.24415604 10.25720502 9.06496232 5.76644675 9.45928796 9.55928205 4.21625308 -0.91294457 9.73532467 10.06388902 2.78741157 3.64155759 9.72223170 9.37698576 2.78741157 9.85473766 9.18170463 5.46200650 10.52471908 10.46444865 -1.91321623 6.37698662 4.10933548 10.29794270 10.20070922 7.35140925 -0.91294457 8.99385746 2.33488287 9.93832564 8.53198181 -0.91294457 10.97958382 0.67192738 9.43707186 8.25563905 -0.32807262 4.80121040 9.28786564 8.21625016 2.08695356 5.47067026 9.32038900 1.40887487 9.81828610 8.99760968 9.68222441 3.94495212 11.31230100 15.66927072 10.93088803 13.69435511 9.80335783 8.76533815 9.31878817 2.78741157 15.25784073 NA 9.13681557 9.96041107 5.20590856 8.24178490 7.06424696 2.73081383 1.50650039 11.69163605 7.15716804 6.33014066 -0.91294457 4.59476350 9.56927082 2.08695356 9.13409102 8.85183866 10.39416780 4.73082470 7.01770482 13.47306525 7.68129183 9.56117986 9.25313009 7.67192951 10.59550208 9.28725249 11.69729979 7.54639830 12.86740424 -1.91321623 4.95732960 13.41318544 10.09609578 -0.91294457 11.87517554 7.73981166 10.04406907 5.41788289 8.73532450 8.09118729 10.91708605 7.24935811 2.47928231 10.39615906 9.95192694 4.10933548 9.79906399 8.67380691 10.78176017 11.50982017 11.80217827 11.86249393 9.94144587 9.86832671 9.58830669 10.32298122 9.13939249 5.56270035 1.78739067 9.74740872 8.79518867 8.78393459 11.01511519 10.37179113 7.11210688 13.66940304 6.13136106 10.20266100 9.23162513 10.11349045 9.52731709 3.70168212 6.61052881 10.18631484 11.33904104 10.95501785 7.25187433 11.95293704 11.09416948 7.94339276 12.66516277 10.51113325 2.33488287 8.47329297 4.47928231 3.54640062 -1.91321623 NA 11.30810093 9.64155578 10.47175070 7.21882378 9.19086446 2.84185239 9.80592795 9.37583313 5.09124284 11.18664354 11.42514623 10.05994683 11.45356244 10.37208018 9.24134851 9.61248778 11.41858375 12.49264033 9.52679792 11.27864314 11.41100686 9.25626578 3.89432304 8.53714733 10.96214042 13.45337801 0.89429393 7.36202095 10.93754456 9.37640956 11.55953091 6.90074849 10.55762586 10.72404465 5.29642070 -0.32807262 -1.91321623 9.42291562 7.96655044 10.59178599 9.67239900 9.02213197 9.76071779 6.60660360 10.89271091 9.08202739 7.65492311 11.15792649 3.08697054 5.39074678 11.04207199 2.40890203 7.61639740 5.20590856 0.89429393 7.76584898 -1.91321623 12.27787195 6.08696630 8.05275116 8.63096528 8.91006344 NA 2.67192738 10.86894136 10.58706199 11.33533938 11.79551205 10.99310603 11.13221476 9.12245349 9.83031190 5.59982658 10.05275130 10.45792676 10.62248539 10.66486785 5.67942380 -0.91294457 10.28418374 9.35959672 9.20266088 11.00884883 8.73801860 8.01177962 12.64718041 13.96489813 -0.32807262 11.87078375 8.86956392 10.56092632 9.47874758 -0.91294457 NA NA 7.52367878 0.08691961 11.12452084 9.14360464 8.70535246 9.66769666 11.38244895 9.08344050 9.07182701 10.18104464 -1.91321623 12.18549263 2.40890203 1.54641297 9.99122534 9.76248303 7.86832686 7.33489448 7.58082234 11.63687195 10.36017978 11.09329310 11.32223334 9.17928138 7.89753874 10.14326598 4.84305423 8.07423086 9.45547354 9.60217402 -0.307290 -0.307290 0.417370 0.423240 0.373700 0.381610 -0.317880 -0.303530 0.028181 0.000000 0.000000 0.022217 -0.276030 -0.307290 -0.307290 -0.274830 0.417370 0.417370 0.417370 0.417370 0.417370 0.423240 -0.323750 -0.299760 -0.309750 -0.300820 -0.305090 -0.324210 0.407290 -0.312 -0.312 0.396 0.396 0.395 0.395 -0.324 0.419 0.403 0.310 0.310 -0.308 -0.308 -0.310 -0.310 0.323 0.323 -0.307 -0.307 0.374 0.374 -0.322 0.348 -0.295 -0.295 0.417 0.417 0.423 0.423 0.409 0.409 -0.324 -0.324 0.382 0.382 -0.318 -0.318 -0.301 -0.301 0.000 0.000 -0.312 -0.312 0.396 0.396 0.395 0.395 -0.324 0.419 0.403 0.310 0.310 -0.308 -0.308 -0.310 -0.310 0.323 0.323 -0.307 -0.307 0.374 0.374 -0.322 0.348 -0.295 -0.295 0.417 0.417 0.423 0.423 0.409 0.409 -0.324 -0.324 0.382 0.382 -0.318 -0.318 -0.301 -0.301 0.000 0.000 9.037523 11.833586 9.670990 9.783065 8.907944 9.976851 5.052751 10.232262 8.782230 3.334897 11.319688 7.303907 11.574430 7.369059 8.150241 10.014004 12.261737 10.016595 11.199244 8.144958 8.938716 9.533890 10.200162 6.656822 8.336080 10.573551 13.134091 9.3455330 9.9245949 -0.9129446 9.3525820 8.4825010 10.2477838 10.9025504 12.2205106 8.9946089 9.5241989 7.7558523 9.5314643 5.7380193 5.9511541 9.5371473 7.2693614 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 NA 2 4 1 6 2 3 3 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 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 4 0 0 1.144449e-06 5.895648e-07 2.3148995 10.3529467 9.5910185 10.4576730 7.4932310 7.1086259 9.6940444 11.4024448 NA -1.6943213 3.7108230 8.6406137 9.2879494 6.2812865 11.4334254 10.3693199 7.4911332 10.7991340 11.8085389 3.8998523 8.6696653 10.8686750 9.8285178 8.8654385 5.4763590 9.3041765 10.0065459 5.0781956 -1.9329120 9.7490834 9.8819495 1.8743248 3.4592873 9.4571356 9.4239687 1.7674006 10.3900213 9.3355085 6.2318740 10.5507824 11.0614968 NA 6.7708700 4.9373303 10.5281903 10.4840279 7.7446865 1.0669502 8.7656713 2.4592742 9.9319265 8.1820104 -0.3481332 10.8839082 1.6922486 9.3337531 8.1058855 -1.9329120 5.5668121 9.2897614 8.3267099 0.6519587 5.5668121 9.2103499 1.9738684 9.7734627 9.1590630 9.7305247 4.4763558 11.5882235 15.5458784 11.0946998 13.7633093 10.0345532 8.8235230 9.7376229 4.2764222 15.7982259 NA 8.9865748 10.0496037 4.9124583 7.8887408 7.3933965 3.4932374 1.2512646 11.5681818 7.1340515 5.8483275 -0.9329120 3.8743248 9.3581373 3.0669675 8.8483262 8.6538063 10.4729058 5.0094815 7.0584886 13.5465890 7.6387190 9.3775793 9.9407951 7.5304906 10.6306800 8.9984429 11.3772954 7.7621947 12.5079655 -0.9329120 4.8613847 13.5958785 9.8197654 0.6519587 11.7524819 7.4932310 9.7547796 6.1168159 8.2837125 8.0050760 10.8235229 7.5727783 2.6519357 10.1225880 9.7260705 3.7393945 9.7438053 8.6292091 10.3967630 11.2262072 11.4506709 11.8804322 9.8690790 9.8071689 9.4784776 10.3439633 9.0793328 4.7108230 1.0669502 9.8931178 8.6148250 9.1636816 10.8388687 10.2678652 6.9738569 13.7426480 6.4549836 10.8281022 9.3718884 10.1411081 9.3290615 3.7393945 6.3243552 10.8105388 11.4108463 10.6526334 7.2861354 11.8117111 11.0424563 8.3753058 12.1133233 10.6138610 0.6519587 8.7036818 4.4420079 3.4932374 -0.9329120 NA 10.8193473 9.7786336 10.3678911 7.5140497 9.2958695 2.8743248 10.3077580 8.6612911 5.7251767 11.2603379 11.1821728 9.9061704 11.4622329 10.5044586 9.0891679 9.8092760 11.0508509 12.2488177 9.4715761 11.2926259 10.9471241 9.8548692 3.7108230 8.3430911 11.0917600 12.9746478 -0.9329120 8.0174788 11.3017840 9.3529467 11.5852509 7.3219948 10.4614293 10.6049130 5.4332900 -0.9329120 -0.3481332 9.5197225 7.8417537 10.6148251 9.6320686 8.8863474 10.1384290 7.0584886 10.7078893 9.0182514 7.5944433 10.9749838 2.3148995 5.2468755 10.7946743 2.0669502 7.1058855 5.0442455 1.5264194 7.2909680 -0.9329120 12.0052597 6.4112618 7.6272997 9.1517087 8.4992998 -0.9329120 2.5905302 10.7338563 10.6010262 11.3154872 11.7337454 10.6215554 11.4766227 8.9373314 9.7766622 5.6214014 10.5922427 11.0374321 10.4592840 10.9817255 4.9373303 -0.3481332 10.1195346 9.5360995 9.1168152 10.9568508 8.5963970 8.0471059 13.0113126 14.4105687 0.8742855 11.6676926 8.7334570 11.0202536 9.6913051 -1.9329120 NA -1.9329120 7.4635710 -1.9329120 11.0052836 9.2431397 8.8392813 9.3535244 11.6108443 8.7820707 9.0509650 9.5727781 -1.9329120 11.9387756 2.7108119 2.2368905 9.7669727 9.7162227 7.8168358 7.0327511 7.4112627 11.5217799 10.2387688 10.8281022 11.0921061 9.4698827 8.3843793 10.2644905 4.9698826 8.0528088 9.3684628 9.4763576 0.00000000 0.00000000 0.01810300 0.00875280 0.72622000 -0.01862800 0.01908300 -0.01230000 -0.03610100 -0.03610100 -0.03610100 -0.03463100 0.00000000 0.00000000 0.00000000 0.00083195 -0.70484000 -0.70127000 -0.70127000 -0.72927000 0.01810300 -0.01354000 0.00833510 0.01321300 -0.70720000 -0.70720000 -0.01230000 0.00416320 0.01335300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.676 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.719 0.000 0.000 0.000 -0.700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.707 -0.707 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.676 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.719 0.000 0.000 0.000 -0.700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.707 -0.707 0.000 0.000 9.526910 11.746447 10.363596 10.036353 9.305371 10.513791 4.937330 9.561322 8.256791 3.767411 11.793291 7.755340 11.158237 8.101738 8.160529 9.735852 12.206198 9.483764 11.237674 8.799982 8.829349 9.296278 10.018393 7.072591 8.101766 10.802311 13.155092 9.5673106 10.1885001 -0.9329120 9.2855298 8.4289103 10.4352002 10.7010969 12.1326352 9.1086259 9.4095969 7.9932628 9.5000304 5.9678326 6.3661753 9.3196319 6.8151591 8.1045133 8.3349235 9.2443862 12.8612809 9.2800708 12.9018820 5.7200978 10.3945192 10.3128164 15.3476739 11.4334254 13.8502462 11.0720648 0.6519587 9.8113800 10.5419400 11.0008416 10.0718892 9.9061704 9.7512769 9.2617236 10.4220424 11.5258858 6.1276622 4.8871451 14.0273351 11.1777761 10.1313725 6.3384298 9.7287447 3.3888921 11.8946070 NA 12.2396285 11.1492737 11.4415986 11.1317093 10.8686750 5.2666404 11.0811614 8.8193473 8.9602681 5.9496096 12.7661421 2.0669502 13.7279095 12.1027107 9.0591968 8.5556402 10.7532483 3.6816741 NA 10.4887684 9.7991339 9.9350174 9.8626005 10.6318306 11.3845205 9.7085668 0.3889059 10.8214365 8.1031404 9.2939808 11.5127574 9.6467540 1.9738684 9.5026369 6.2268380 8.1072563 10.3678911 8.7008700 11.0917600 10.5902835 -0.9329120 12.5776071 12.7805142 10.5856197 10.9749838 7.0211632 11.3340459 10.0341929 10.6064114 10.4688674 TCGA-BP-4998 49 0 NA 932 kidney stage i t1a nx m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA asian NA NA NA 2 NA 5 1 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.005728e-06 2.080817e-07 -0.2095616 10.5268446 9.1734268 9.9227281 9.0796930 5.4628670 10.3934507 8.9123819 0.2055176 2.7113627 5.5805194 8.4557785 10.1501922 8.1168721 12.1415659 11.0737240 9.6343637 11.3087680 12.0956494 4.0383659 9.9435724 10.1643954 9.0304390 8.5330330 7.8902290 8.9884785 12.8729244 4.9334027 0.2055176 10.2309659 9.9678621 5.2822952 5.6813762 8.5035427 9.3990055 -0.2095616 11.7749798 9.7824367 10.3561795 10.2661761 11.6863966 -0.7946075 9.0359953 6.7446388 10.0391609 10.7426986 9.7810193 -0.7946075 8.8284472 3.8779013 10.2440562 8.2222882 2.4534122 10.5706844 2.4632562 8.3981798 8.4438851 -1.7943573 6.4581457 10.2587273 9.0104179 3.4908781 6.9469472 9.3067993 1.3754009 9.4306875 10.0494012 10.4940579 5.5453290 14.4670547 13.1595401 10.8067867 13.2561366 11.0839143 8.2822957 9.9041848 3.5630361 15.4701518 NA 8.5307855 10.1176210 5.3347649 7.7581492 7.5586273 8.4258583 2.5481653 11.2172316 9.3200295 5.5183620 2.3754009 4.0881246 9.7595893 2.6649151 9.2188027 8.1168721 10.4908824 7.7446388 7.3113887 13.1337209 8.2402790 9.1406452 10.2600845 8.5092608 10.5164962 8.3628271 10.6541127 7.7523746 10.6837442 NA 5.9469460 14.7570684 10.1593128 1.5274207 11.3951503 8.3166160 10.2240281 4.9334027 8.6020849 7.9469472 11.0238626 8.4616890 4.8493388 9.1560360 9.6348869 -1.7943573 8.0478306 8.5913424 9.7295320 10.2962542 11.0051665 11.7825053 9.9435724 10.7895031 9.4786930 10.6401083 9.3770198 5.2607634 0.5273707 9.8867186 9.3602982 8.9968141 10.7270806 10.3514123 5.0634598 13.3780639 9.2822957 10.7932577 9.7211800 10.1701820 8.6159316 4.7600666 7.1683763 10.8515888 11.3437520 9.7805467 7.9180069 11.4373104 10.5663272 9.0383701 9.1523865 10.2859646 3.4149338 8.2529450 6.2444000 2.9603634 0.7904384 -1.7943573 9.9749048 10.7814920 10.0696663 7.8511387 9.7090774 6.1243426 9.2702229 6.6401090 6.6861083 11.9581744 8.1421183 9.3953047 11.8088747 11.2714011 8.8804140 9.8497871 9.9410362 11.2409666 9.1698211 10.1906105 9.8026017 8.5739868 4.3754079 9.0359953 11.4511814 7.3066678 1.6648924 6.8400011 11.3213366 9.0642383 11.2123322 9.4740223 10.3315393 10.6860179 8.0128351 0.7904384 1.7904384 8.8946047 7.9670314 10.5916121 10.5290980 8.7172329 10.6566913 6.4051517 10.5756226 8.5341550 8.4510330 10.6130135 2.7290524 4.6973346 9.8565318 0.2055176 9.0160519 5.5805194 6.2163714 5.2167071 3.2929437 10.7769958 6.4769438 6.9603681 10.6020983 6.9928273 1.7904384 5.4628670 10.7847961 10.3201985 11.4785472 11.4089811 11.6216179 10.2047756 8.9860201 9.7762846 6.3878243 11.2524336 11.9435724 9.8985314 11.9235849 -1.7943573 1.3754009 9.9835573 9.1093621 8.8484345 11.0576195 9.4330961 8.0383703 13.6417037 14.2553500 3.2054864 11.4996701 8.0327913 12.6613853 10.1973563 -1.7943573 1.0128547 -0.7946075 7.9469472 -1.7943573 10.5027203 9.2443990 9.9686926 9.9670314 12.2508986 8.9282877 9.0527254 4.7446401 -0.7946075 11.4071446 3.1596776 3.0128368 9.1567649 9.6463494 7.7404642 7.2195006 7.6587506 11.4808772 10.2832973 10.3750920 11.2264601 9.9553411 8.9536729 11.3844562 5.8170220 7.8972235 9.2876293 10.1168722 0.0000000 0.0000000 0.0105640 -0.0037395 0.0884030 0.2755300 0.0077783 -0.3100300 0.0024969 0.0024969 0.0024969 0.0024969 0.0000000 0.0000000 0.0000000 -0.0023553 -0.1464400 -0.1464400 -0.1464400 -0.1464400 -0.1464400 -0.0037395 0.0034687 -0.2734900 0.0084743 0.0084743 -0.0070593 -0.0056757 0.0119900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.146 -0.146 0.000 0.000 0.000 0.000 0.000 0.000 0.276 0.276 -0.273 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.146 -0.146 0.000 0.000 0.000 0.000 0.000 0.000 0.276 0.276 -0.273 0.000 0.000 0.000 0.000 0.000 10.512681 11.330571 10.398389 10.260763 10.385700 11.220198 5.648422 2.729052 7.453194 5.820189 13.096552 8.680007 10.326690 9.400852 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 NA 2 4 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.144449e-06 4.161634e-07 -0.30329392 10.78831336 9.08539252 10.07639702 8.96656342 8.98205980 10.01708218 8.38997028 NA -0.00853711 4.98205809 8.24355199 10.68297370 8.21235728 11.78566661 11.51869726 9.48347179 11.47610338 12.04612316 3.89305150 10.08431598 10.34381619 7.50829950 8.50401252 9.04076123 9.10958022 10.22838991 6.68155046 -0.88843446 10.22478614 9.80996567 4.13406483 5.04243422 8.10746243 9.51577217 -0.88843446 11.02308711 10.13475641 6.95404505 10.35576160 9.67441457 0.91907307 9.45488078 3.24097064 10.54580200 11.11310329 10.06915999 -1.88843446 7.99891588 2.81212852 9.94300236 8.06443614 0.11169907 10.63126993 2.53393706 8.91743892 8.07747962 1.11169907 6.84640430 9.85274063 8.93665384 0.11169907 6.23581703 8.37613755 3.63525522 9.72271994 10.13544945 10.52638030 8.01407014 11.73838976 16.02706685 11.85799946 13.91872293 11.23646266 8.43127695 10.76027743 1.69666157 15.55681506 NA 9.01933691 9.54162480 5.45154413 7.66244194 7.75374692 7.31626614 2.42277122 11.15455144 8.14243131 -1.88843446 1.11169907 4.28161666 9.34111470 4.30152180 8.53375995 7.94458499 10.36701880 6.41547644 7.17778428 12.69759655 8.22283064 9.06807126 10.57087055 7.54214737 9.57421279 7.98821204 10.65230749 7.55670990 10.48319948 NA 2.50401014 15.21768533 9.42060282 -0.88843446 11.50923607 8.36317765 10.06297988 2.81212852 7.42230786 7.47801724 11.00632341 7.89305454 4.06589108 9.59097022 9.33388635 NA 8.05274247 8.86741713 9.27534467 10.71114305 10.94042666 11.48514487 10.28568449 10.16528163 9.50990443 10.31657185 9.23943146 4.41547475 2.63526683 9.94498052 8.93983159 8.99972299 10.81819110 10.24033389 1.91903492 13.38239193 4.98205809 11.66172034 10.03316417 10.01632972 7.96344407 2.91905399 6.77703039 10.84195292 11.56045670 9.98629232 7.18315796 11.55680438 10.61849856 7.15881869 10.63721590 10.84216528 1.91903492 8.54135299 5.78411918 1.81212852 0.11169907 -1.88843446 9.67202802 10.28130704 10.18315746 7.56496571 10.10591414 6.83620945 8.95325942 5.51257456 6.71491312 11.98157809 9.99777267 9.39940739 11.71485780 10.83236686 8.88003651 9.99739149 9.72594475 10.93366831 9.16426310 11.05585811 9.66388379 9.49377861 3.72640619 9.87241509 12.08404672 12.10732272 2.43362717 8.24739162 11.55074679 9.43643817 11.43826504 8.61948968 10.36613323 10.74059622 6.41090243 0.69661707 -0.88843446 9.73557667 7.44037005 11.09379744 9.44931705 8.23063630 10.91743899 8.21498300 10.26080395 8.80169316 7.39940782 10.44820171 4.04243422 5.13406483 10.64039336 0.43360046 8.24355199 6.46042313 1.81212852 5.00517988 -0.88843446 10.82658455 7.54005518 7.07747908 10.48863440 6.95840771 0.11169907 6.11731895 10.75442373 10.67608278 11.47391291 11.24884635 11.37423046 11.07874118 8.56290637 9.15716122 5.30625495 11.58527402 12.53769771 9.89592103 12.10578331 NA 0.69661707 9.97626825 9.23839948 9.02533255 11.06807126 9.18248697 7.39478335 13.31025524 15.25444038 2.35963361 12.10684393 8.15595258 11.84333235 9.86323910 -0.30329392 NA 0.11169907 7.41319125 -0.88843446 9.97008029 9.03799109 9.67727320 9.30768239 12.30260006 8.89714753 9.05379911 4.08897264 -0.30329392 11.33916066 0.11169907 1.28160924 9.20114569 9.82808585 8.31136733 4.76990394 8.20577273 11.06970398 10.13994650 10.20610277 11.14115488 10.03279224 8.78235123 11.27251193 5.54823932 8.19783149 8.93506248 9.58133693 0.00555290 0.00584250 -0.47157000 0.00000000 0.44705000 -0.00273290 0.00513590 -0.01257600 -0.72210000 0.00378360 0.00378360 0.00569190 0.00263570 -0.00034233 -0.00083160 0.00221930 -0.45394000 -0.45394000 -0.45394000 -0.45394000 -0.45394000 0.00000000 0.00214070 0.00513590 0.00907210 0.00907210 -0.00968060 -0.00207840 0.01140000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.454 -0.454 0.000 0.000 0.456 0.456 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.454 -0.454 0.000 0.000 0.456 0.456 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.7699066 11.2668296 11.6457547 10.5787911 10.6315771 11.7208738 4.0424342 0.6966171 7.5566064 2.7555499 13.2158843 8.2541721 6.3260141 9.9991861 8.5948963 10.2996657 11.6412476 7.8155985 11.0927272 8.3125939 8.8922350 8.6031675 9.3557973 8.5232059 7.2665130 10.5486668 15.1445265 10.5947551 10.8955119 -1.8884345 9.3584356 8.0409538 10.6658043 9.7819088 11.6735797 10.7273247 9.1540386 8.3979873 9.5494472 6.9254761 7.0453862 8.6985349 6.3690826 5.8732472 9.5379599 9.4426120 13.6918064 10.4861912 12.1581370 6.2873689 10.6940724 11.1750902 15.2738209 12.3172593 13.7307401 11.1921796 2.1116991 10.3566534 9.9650047 10.0431713 9.2070922 9.3994074 9.4899900 9.7351193 10.0760359 11.6577443 3.3596196 5.4154747 13.7187884 11.1732351 9.2182581 6.8198483 9.8250817 -0.3032939 11.7931532 NA 12.6464843 11.6233057 11.3937700 11.3940596 10.3438162 6.4291071 7.0335364 8.9270784 9.6527917 6.1938447 13.5149801 2.1991541 14.3903079 12.6808980 9.0185858 9.2704374 9.6035483 4.5546380 -0.3032939 9.3193196 8.7364906 8.8573693 10.2617596 10.8676259 10.7171746 11.6860521 2.2816092 9.5623909 7.4953994 9.0275746 11.7806908 10.3217576 3.9943353 9.6239418 10.6612391 8.8773955 10.1831575 5.7981957 12.0840467 11.4447106 NA 12.7712451 11.4830634 9.9402283 10.4482017 7.6293646 9.8302279 10.4468062 11.4098966 10.9391906 TCGA-BP-5000 40 0 NA 563 kidney stage i t1b nx m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 3 2 3 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 8.67007e-07 4.508437e-07 NA 10.7154884 9.7620926 9.7108219 7.2988975 5.3637493 10.2353320 8.2620948 NA 2.6989296 4.7628431 8.6007875 10.0835696 8.2653445 11.7549328 10.0550124 9.0907711 10.0702727 12.0039535 4.4998076 10.7658467 10.4413856 8.5283791 8.6373132 7.5034123 8.8921272 14.2933806 7.4105421 -0.1440103 10.6479305 10.3316871 3.3795101 5.2823879 9.9213698 9.5710577 0.8559897 11.5740584 9.2621585 10.2748603 10.7065312 11.3319403 -0.1440103 10.0678420 4.7628431 10.6479305 10.3153852 9.4248597 NA 8.5476970 3.3153923 10.8013975 7.6471166 NA 10.2244164 NA 8.8573618 8.1274166 -0.1440103 6.0943585 9.2727511 8.9993368 3.3795101 7.1367246 9.4623589 6.2309926 9.6233105 10.7174283 9.1688366 5.7263190 10.6665092 13.6835444 10.9807212 13.8805306 11.0889740 9.6066606 10.3533065 2.4409256 16.1922335 -1.1440103 8.3296596 9.0445425 5.1413551 7.5906634 8.5991050 7.7568205 2.2619520 11.1560202 8.5934714 12.7276664 -1.1440103 2.0258793 10.1227401 3.3153923 8.4333826 9.0145634 10.5061078 6.6951573 6.4706638 13.7116008 7.0847723 8.7045767 9.0593017 8.0283813 10.4760359 9.3548028 10.2610951 8.9787817 12.4423243 NA 6.9274165 15.4368010 9.6007875 NA 10.9800749 8.4371541 10.0617469 2.8559498 7.7045767 7.9826582 10.3562976 6.4998092 4.2135028 8.5195116 9.2046817 NA 8.4577244 9.2674646 9.7053587 9.9572727 10.4023659 11.2498750 8.9813672 10.7962672 10.1534431 10.5137187 8.7689478 4.4706605 1.1778540 10.2498804 8.5906634 9.3266124 10.0525558 9.5957343 6.7014437 13.8267336 9.2546973 13.7639709 9.6713369 7.9354385 10.7507714 4.2482692 6.8783219 10.3286445 10.5927783 10.5986841 5.5563926 11.2045739 11.5704138 8.2801198 9.0069701 10.5701992 2.6632991 9.8577770 4.4706605 1.8559498 -0.1440103 0.4409522 9.6681310 10.9996557 9.0726994 8.4067003 10.9499950 6.5283791 9.3478067 8.1711032 6.7507713 11.8301890 9.5779073 8.0158248 11.0408290 11.7953492 9.9920348 10.9887746 9.2396580 12.7278589 9.1390420 9.9186744 9.4446683 10.3255954 1.6632991 7.8866209 11.0460869 9.0133637 3.3153923 7.8417958 11.0196033 8.2374968 10.3863599 8.6503697 9.9625166 11.2002496 8.3009684 1.4408991 -1.1440103 8.6454873 5.7866904 9.7131571 10.6641134 9.0433057 11.3309270 6.7688433 11.2430959 9.5327923 8.1274166 9.7777946 0.4409522 4.9003500 8.4484108 4.6373146 7.6951573 1.1778540 7.3235592 3.6108418 3.6633105 10.3337119 6.8503069 7.0847723 10.3367439 6.1071041 -1.1440103 4.6888462 11.1899475 10.5476972 11.4196266 11.0672336 11.3301665 10.3960817 8.3296596 7.5699239 6.4825385 10.9250677 11.6085433 10.1488504 10.8724137 2.9434150 -1.1440103 9.7992010 8.1062520 9.9787817 10.2531951 10.0308792 8.1688366 13.9393083 14.1181953 5.7385976 11.9742459 8.1406391 13.5035245 10.4679006 0.4409522 0.8559897 0.4409522 7.3357342 -1.1440103 10.7598355 7.2091004 8.8432176 10.0901722 11.9114055 7.6536154 8.5784878 8.3276290 0.4409522 10.7282437 5.5974209 3.1038836 10.2858834 9.0457782 7.3153851 6.2396577 8.0678420 11.2396579 9.2320791 8.3795157 10.8061450 9.5415785 8.8145062 10.7874299 3.8559498 7.4961987 8.4907647 11.7008555 0.04244900 0.04244900 0.02146300 -0.00995650 0.03326700 -0.00761010 0.35888000 -0.00204350 -0.07014000 -0.07014000 -0.05533100 -0.05401600 0.04244900 0.04244900 0.04244900 0.00069327 -0.44868000 -0.45563000 -0.45563000 -0.45563000 -0.45563000 -0.00995650 -0.41333000 -0.32635000 -0.39786000 -0.39786000 -0.00204350 0.00768740 -0.40627000 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 -0.246 -0.246 0.000 0.000 0.000 0.000 -0.339 -0.033 0.000 0.000 0.000 0.000 -0.449 0.000 0.000 0.000 0.000 0.000 0.000 -0.413 0.000 0.000 0.033 0.359 -0.398 -0.398 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 -0.246 -0.246 0.000 0.000 0.000 0.000 -0.339 -0.033 0.000 0.000 0.000 0.000 -0.449 0.000 0.000 0.000 0.000 0.000 0.000 -0.413 0.000 0.000 0.033 0.359 -0.398 -0.398 0.000 0.000 10.656449 12.289148 11.548569 10.160875 9.177882 10.422959 5.995505 3.713938 8.706141 5.282217 13.549713 9.506054 10.847830 10.936085 7.573150 8.709263 10.957929 7.437154 10.512379 10.099723 8.045778 8.735828 10.364684 7.858769 6.948711 11.743365 13.093836 10.025879 10.386848 2.663299 8.684090 5.995505 9.817403 11.560073 11.294486 9.682502 9.422959 6.521289 10.429127 6.850307 7.908522 9.447476 6.433382 6.470664 8.882477 8.359779 13.147052 9.540702 12.459812 6.390996 12.662906 9.933437 15.564135 10.924060 12.624862 10.421532 1.177854 11.375344 9.024626 11.010772 9.012037 8.015825 8.898981 10.069058 10.465132 11.421770 4.878323 6.990380 14.266467 11.052556 10.234249 7.294746 10.320499 NA 10.807238 NA 12.790382 10.835915 10.499359 10.614593 10.441386 5.395111 6.889376 9.477090 9.018345 7.474340 12.356784 2.315392 12.913184 12.673937 8.730935 8.205788 10.240737 5.570199 -1.144010 9.596578 8.517732 9.195804 9.355799 12.264814 11.989096 11.575342 2.025879 9.567621 8.252559 8.642223 10.154589 9.385384 3.556393 10.091968 5.821738 8.278018 9.072699 6.410543 11.046087 10.651993 NA 12.764534 12.906398 10.846767 9.777795 8.186870 10.946066 10.342789 12.279500 9.660302 TCGA-BP-5001 43 0 NA 1177 kidney stage i t1b nx m0 female 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 2 4 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 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 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 7 0 0 0 0 3.468028e-08 0 -1.01158797 10.86961829 10.26171720 9.73165573 7.48035723 2.57347148 10.46373116 8.03191454 -0.01144255 2.50072558 5.85886873 8.49431600 10.75792898 10.59213071 11.10679657 9.82139437 8.95717113 10.80748590 12.56144140 6.70960357 10.63596275 10.44588527 8.98144256 8.16342980 6.36354432 8.83556159 10.30199968 8.01087213 -0.01144255 10.75586124 10.74506065 4.11778645 6.76986428 7.84959151 9.60780725 2.57347148 10.20160862 8.30138736 5.95428938 10.52183410 10.05593869 -1.01158797 9.35044818 5.76986428 10.53105263 9.93833108 10.82613230 -1.01158797 8.21732282 1.57347148 10.61512603 7.92219487 NA 10.53119770 -1.01158797 9.21732306 8.23643187 1.79585005 6.97149757 9.18202978 8.55265373 2.31042738 7.21732282 9.10354799 3.79586044 9.56025697 11.92624599 8.10484822 4.15842590 10.00232250 12.49803196 9.96291899 13.81167254 10.35591914 9.50707886 9.55836006 0.57347148 16.68028877 -0.01144255 9.07198357 8.98709486 5.60321388 7.63596257 8.42313272 5.07596897 3.35658050 11.16030666 8.57500632 1.79585005 0.57347148 1.98852110 10.23761785 0.57347148 7.58096175 8.58841707 10.47131236 6.51988625 6.38082121 13.64319632 6.51206566 8.84337275 8.38510916 9.05324713 10.08942943 7.59583482 10.08521948 8.84648548 11.20978939 -1.01158797 2.79585005 14.56985208 9.35701089 NA 11.91665257 9.58469404 10.78454398 5.55835948 7.32389513 8.16342980 11.85732693 6.85269055 3.23643139 8.39577232 9.25294685 -0.01144255 8.59952906 8.87724762 9.96578428 10.35263904 10.18756314 11.04915637 9.31380975 10.11391780 9.83242533 10.67675470 9.81721217 1.31045646 1.31045646 10.03153167 9.77395678 9.44177498 10.32556867 9.86578847 8.08390157 13.62829725 8.43558776 14.93662060 10.05189939 6.83399439 10.81862340 3.44793619 8.34165136 9.54979237 10.42261125 10.40635692 2.89539957 11.15397040 11.23909887 9.35373327 9.96148413 10.44228937 2.31042738 9.69752781 3.44793619 2.15843398 -0.01144255 2.31042738 9.78373231 12.37490577 8.71982345 8.90885733 11.28090367 7.72321382 9.44998389 9.10744543 5.34605625 11.72215527 10.48185946 7.66093004 11.04243025 10.94233702 9.99275993 11.16748037 9.68720909 12.87648650 8.83712740 10.18878997 9.32165982 11.93193494 1.57347148 6.87724732 10.66402037 9.88136591 2.57347148 8.35489200 10.96685732 9.33390960 10.40477415 2.79585005 10.24235182 11.04852475 7.47232042 1.31045646 1.31045646 8.26927492 5.49629936 9.54596798 9.53925111 8.89389123 10.50321843 8.20282369 11.13274513 9.38831634 7.35482679 9.94415420 0.98848474 4.84648329 7.75005574 8.02192717 5.98850519 1.98852110 1.87408872 4.07596897 2.15843398 9.95067734 6.44793619 7.10224659 9.61968133 5.36580100 -1.01158797 5.75668974 10.73123484 10.50223193 11.86521316 11.31577627 12.37961365 11.06898882 9.22212398 8.35701089 6.22279490 9.98568386 11.06965491 10.15968115 11.13888632 0.98848474 -0.01144255 9.86425379 8.09441291 9.65472839 9.36571484 10.63236056 8.14078939 12.61854392 13.61592425 3.23643139 10.73039261 8.36510722 12.04412574 9.94995405 NA -0.01144255 -1.01158797 7.34605625 -1.01158797 12.32793825 6.42313272 9.72997126 11.81624401 10.78576059 7.81822681 8.41627819 6.21732379 1.79585005 10.26229996 3.68894124 3.79586044 9.92366947 9.45202868 7.16343030 3.23643139 7.56215159 11.18817669 10.12228873 8.94850624 10.78819074 9.24967074 6.63235984 10.71259183 5.24626746 7.92808365 7.99412881 11.29371114 0.00152550 0.00152550 0.00000000 -0.01990600 -0.04791300 -0.04834200 -0.00784550 0.00666530 0.02918400 0.02918400 0.02918400 0.05203200 0.00152550 0.00152550 0.73587000 0.73758000 -0.75294000 -0.73029000 0.00000000 0.00000000 0.00000000 -0.01990600 -0.00899060 0.00055459 0.02468900 0.02468900 -0.00576660 -0.01917700 0.02595200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.689 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.689 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.598145 11.696510 13.063482 9.538289 7.595835 10.946332 2.988503 1.988521 9.616038 3.310427 11.912760 8.518247 8.901394 9.718219 7.495268 9.108742 11.473327 6.977189 10.711739 7.939789 8.558360 7.947173 10.037604 8.357011 6.977189 10.969358 12.973190 9.51304615 10.24116984 0.98848474 8.85114186 5.54309370 9.34935134 11.52863241 10.07993979 9.10484822 8.97007166 6.51988625 9.24824758 7.25059877 5.76986428 9.01364398 6.82770853 4.87114874 8.05996684 8.96721473 12.93860455 10.99342706 11.81306540 6.73354009 8.36571484 9.63596275 15.64975360 10.03494625 12.20797543 10.33057901 1.98852110 12.04429517 9.78373231 10.06063690 8.63055618 7.66093004 8.41476894 9.87724762 9.98497791 11.00983142 4.54309370 7.51206646 13.82453696 10.76411464 9.94197339 6.58841782 10.86770469 -0.01144255 10.69715724 -1.01158797 12.15654963 11.14536801 10.38831634 10.41791115 10.44588527 5.01087381 8.43765305 9.31830080 8.96721473 6.50420405 12.06579578 3.68894124 14.06118131 11.32277763 8.80548787 9.58969009 10.72279063 5.05459238 0.98848474 9.76986412 8.36571484 8.53346874 9.96857968 12.05274189 10.92698130 11.02295947 1.57347148 9.59398395 7.86502118 8.16342980 11.26404692 9.68373259 3.44793619 9.59027509 5.48035884 8.47232002 8.71982345 5.57346542 10.66402037 9.81981154 -0.01144255 12.66677439 12.64705059 11.04548072 9.94415420 7.68547207 10.73123484 10.29171428 13.96918172 8.79852980 TCGA-BP-5004 53 0 NA 1126 kidney stage i t1a nx m0 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 1 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.075089e-06 2.42762e-07 -0.93318749 11.15857100 9.37684970 10.62067429 6.81163928 NA 9.51595367 7.93536545 NA 1.63240782 4.97369392 8.47513475 9.46340993 7.25415750 11.95335903 10.70682398 10.77653510 11.32698809 11.90285544 3.99754533 9.15294139 10.15790988 7.78790452 7.78619381 8.52315967 8.98715797 11.17728841 5.62904765 -1.93346300 9.97256816 9.19221858 2.71065768 4.98578730 8.76116292 9.77070865 -1.93346300 10.68794119 9.08639581 3.62139550 10.56440751 10.38421768 0.87412808 9.11665352 8.96540654 10.43558432 11.10349384 9.63571123 NA 7.95250131 2.65177501 9.71246355 8.40331161 -1.93346300 10.65991136 2.34553831 8.92944247 8.42765226 0.87412808 6.73569005 9.46501432 8.66485755 0.65177501 6.24671400 8.85273985 1.52621908 8.92089440 9.41276459 11.59342656 4.98566892 11.90083361 13.07864381 11.21194115 13.58428993 11.55389141 8.73746132 9.80193804 -0.34831682 14.50807963 -0.93318749 8.55464525 11.10435206 5.03259018 7.15161329 7.30281894 7.81499767 1.62751346 11.44455785 6.60662285 3.42435780 2.59036249 2.15425915 9.37172678 3.59036249 8.35567132 8.31235795 10.62091424 5.37968680 7.00638443 13.44736760 8.53032947 9.48781793 10.91327488 6.29080589 10.59122190 7.79982039 11.31428759 8.41442648 11.67575292 -1.93346300 4.17533297 13.99363383 9.14762266 -0.93318749 11.69934597 8.22162337 9.67598384 5.27625843 8.27381937 7.69798227 10.79876047 9.46661713 5.28597179 9.49673476 9.19737570 NA 8.37855324 7.83664310 9.84159218 10.57112756 10.30997911 11.61969746 9.64328946 10.00049570 9.69068649 9.64187148 8.64241999 0.06681251 1.23670690 10.07663365 9.75067701 9.65555720 10.71358877 9.86972523 4.42435780 13.66037127 6.67782956 12.84549826 9.71830528 9.48834409 8.50974849 3.94945089 7.71785666 10.30102376 11.58312067 10.31473255 8.03978489 11.39570576 10.77481119 8.96465046 11.93967232 10.57484742 1.52621908 9.28308418 1.38874060 -1.93346300 -1.93346300 -1.93346300 9.65832736 10.85898532 9.75636634 8.07803229 8.48155365 5.18574764 9.05903534 5.45912337 7.23422347 11.25878960 10.30640363 9.85837504 11.39056355 10.59477069 8.72046522 9.81876750 10.29080670 11.41774426 9.32772463 10.27229292 9.66474593 11.57373248 1.23670690 8.53848035 11.36042041 10.84131423 1.38874060 7.59469260 11.43640241 8.56365885 11.57942211 6.97669815 9.98417718 10.77200546 6.86446599 1.06681251 -0.34831682 8.50974849 7.46981680 10.57880477 8.50559682 9.35797573 10.99013255 5.80827177 10.65314056 8.82336151 7.07803229 10.34902474 2.23673751 4.08917608 10.12581148 0.06681251 7.43967051 5.07803336 5.97969384 3.62139550 1.06681251 11.44198029 6.15426725 5.78105016 9.01510669 6.94273852 -0.93318749 4.40665231 10.73524689 10.14027725 11.21178191 11.28733457 10.89732030 10.92186823 10.56615272 9.01881830 5.87100084 10.65317577 11.09764464 9.51181985 11.75702137 0.87412808 -1.93346300 9.88818052 9.45320642 8.61562706 11.10914844 9.29381923 9.51698527 12.95569099 13.89595795 1.76723104 10.74298254 7.07181200 11.75122498 9.95250146 -0.34831682 0.06681251 1.97368474 7.47194666 NA 11.79047989 9.30819248 9.65364495 9.99791194 12.29584919 8.78448141 9.11171133 3.23673751 0.38868551 11.30893715 2.38874060 0.65177501 9.75854853 10.40943538 7.84816471 4.04408806 7.79302319 11.39842183 9.72278295 9.87536709 11.44007806 9.67333063 7.32419315 10.61345844 5.85078442 8.06821345 9.35740003 9.11529184 0.0087528 0.0087528 0.0118180 0.0026972 0.5105300 -0.0649780 -0.5605200 0.0054139 -0.1003900 -0.1003900 -0.1003900 -0.1003900 -0.5699200 -0.5699200 0.0087528 0.0000000 -0.5533700 -0.5533700 -0.5533700 -0.5533700 0.0118180 0.0026972 0.0094304 -0.5400800 0.0223040 0.0223040 0.0052749 -0.5711000 -0.5614700 0.000 0.000 0.000 0.000 0.000 0.000 -0.571 -0.561 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.570 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.507 0.000 0.000 0.000 0.511 0.511 0.000 0.000 0.000 0.000 -0.559 -0.559 0.000 0.000 -0.100 -0.100 0.000 0.000 0.000 0.000 0.000 0.000 -0.571 -0.561 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.570 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.507 0.000 0.000 0.000 0.511 0.511 0.000 0.000 0.000 0.000 -0.559 -0.559 0.000 0.000 -0.100 -0.100 10.175003 11.440622 11.549991 10.230140 9.571127 12.228409 3.314726 0.651775 7.375144 3.388727 12.866188 8.725177 10.085701 7.497634 7.875222 9.330074 12.524122 5.767244 11.121748 7.493070 8.571624 8.981415 9.574510 8.709759 7.408880 11.089520 14.332622 10.720098 10.752430 -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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 6 4 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 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 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.040408e-06 2.080817e-07 -1.64520935 9.87254422 9.49762015 9.98832411 8.12140349 1.67680899 9.59685801 6.31516587 NA 1.86076420 3.67679771 8.48801684 9.94919946 7.56188896 11.99285809 10.64431733 9.76691529 10.73425320 11.75295042 4.28560936 9.72719569 10.16142442 7.91711724 7.61696928 7.18459768 8.68579161 10.19841508 6.00592541 NA 10.31740933 9.81020208 2.99873709 4.58388609 8.10306745 9.64892107 -1.64520935 10.45586556 9.03347504 5.37724177 10.51285323 10.57917798 -0.64520935 9.78950300 1.16221004 10.63332422 10.79444600 10.16142442 NA 7.79574422 1.81430431 10.21828678 7.62633765 0.35490346 11.10943037 0.91310961 8.93324745 7.78113936 -1.64520935 5.55454588 9.64489366 8.25423168 -1.64520935 6.72556258 9.40676348 -0.64520935 9.66548764 10.63274334 9.41489512 6.83465560 10.36188107 13.37750269 10.86786211 14.22048726 11.38450711 8.82651957 10.26626675 2.60281316 16.37017006 -1.64520935 8.70249617 9.84070414 4.83061027 6.96220543 8.15253634 6.10306745 2.11189934 11.50953468 8.59014725 1.81430431 1.52481593 3.96958338 9.63969885 3.87844089 7.75361857 8.17505397 10.60901765 6.08279625 7.40744283 13.72671949 7.71900953 8.80402354 8.36190211 6.57404397 10.92286890 6.75575419 11.18993831 8.48157908 11.31451453 NA 2.26177150 14.53546387 9.63969885 -0.06009644 12.18637997 7.97692665 9.70138860 4.21285723 8.79366671 8.09465518 10.78113952 8.50080683 3.60280129 9.16705203 8.59685801 NA 8.10976224 8.31921553 9.88771778 10.46535815 9.93371913 11.77088321 9.69917073 10.44300050 9.27671579 10.43135636 8.64513565 -1.64520935 1.67680899 10.03127264 9.14277744 9.99608660 10.36645150 9.90754387 6.09634198 13.84747910 10.19840329 13.13146205 9.84020104 9.03611316 9.06223399 3.96958338 6.30324192 11.02884634 10.64834644 10.41793277 6.76426520 12.08381034 11.33465721 8.40744283 8.60517317 10.81148588 1.67680899 9.35764063 4.65865708 2.60281316 -0.64520935 0.35490346 8.95571703 10.09465544 9.16303448 8.08789028 10.04939376 4.18776775 9.55761093 5.66775875 6.07488002 12.70815949 10.53944024 9.00143353 11.40846132 10.99466768 9.31551393 10.38036041 10.04618217 11.90453915 9.26851229 10.47834959 9.56919390 9.05357948 2.16224227 8.14766489 11.14359316 11.07681346 3.87844089 9.24030431 11.73045732 8.77693961 11.11393076 8.44101115 10.58188899 11.24494906 6.64489311 0.35490346 -0.64520935 8.76001631 7.20974285 10.18974081 9.94733186 9.00053330 10.69333266 8.16544620 10.68140543 9.13869162 7.05184190 9.43102241 1.81430431 3.90946591 9.86662753 1.35484706 6.30324192 2.93982836 4.74650626 4.30907430 -0.06009644 10.65979650 8.03435495 6.75147979 10.05271109 5.69124660 NA 4.33215653 10.89838999 10.51411545 11.25894485 10.88210744 11.07233703 11.20623344 8.93795755 7.97142342 5.93373786 11.03611322 11.74208438 10.10264816 11.32749566 -1.64520935 -0.64520935 9.84170979 9.65922619 9.32713673 10.34426927 9.56797907 7.52980065 14.22135686 14.67967064 1.81430431 11.08449557 7.96316659 11.67186336 9.85671202 -0.64520935 -1.64520935 -1.64520935 6.93607488 -0.64520935 11.08767817 7.91329575 8.84170995 9.98877826 12.09876249 8.51600687 9.24847222 3.74719402 NA 11.00659923 2.26177150 0.67680899 9.96912458 9.45290693 7.90754387 3.67679771 7.64719649 11.57887646 9.48222431 9.15900571 11.44300050 9.58965639 7.61931763 10.17983360 4.33215653 7.31487685 9.23751783 10.19683225 0.00180300 0.00180300 0.01419000 -0.00530560 0.46109000 -0.02630400 0.00236800 -0.02125200 -0.00429290 -0.00429290 -0.00429290 -0.00429290 0.00180300 0.00180300 0.00180300 0.00152550 -0.48801000 -0.48801000 -0.50020000 -0.50020000 0.01419000 -0.00530560 0.00069327 0.00680440 0.00666530 0.00666530 -0.01876500 -0.00334420 0.01014600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.486 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.486 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.750677 11.708297 6.976926 10.592085 9.967743 11.781140 4.082796 1.162210 7.337868 2.524791 12.675041 8.615571 7.810202 9.522632 8.041866 9.679055 11.577368 7.363303 10.800666 11.292616 8.774835 8.951372 10.007720 8.287089 7.357690 11.301598 13.864928 9.905622 10.412528 -1.645209 8.484158 7.027300 10.320659 10.255364 11.186380 9.808660 9.747192 7.519782 9.507160 6.834656 7.092967 9.333585 4.658657 4.747194 7.941714 9.377243 13.972199 9.934662 12.575102 7.002225 7.072552 12.025420 15.686903 11.220608 14.090246 10.513485 -1.645209 10.823244 10.836926 9.787417 8.659797 9.001434 8.929468 10.142369 10.031713 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 NA 2 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 3.468028e-08 0 NA 10.72343501 9.02678844 9.90952411 8.27883784 7.09274129 9.88960404 6.13714485 -1.60077421 -0.27299445 5.31811796 8.70759346 10.21062922 8.44091359 11.66134937 10.61902806 9.59769951 10.90630581 12.09383004 4.48671437 9.57916355 10.24709488 8.18225281 7.80864569 7.47606975 9.17321790 12.30787136 6.39925485 NA 10.46937543 10.20540131 4.23214651 5.50777879 8.26807689 9.73017138 -0.01581171 10.41013225 9.78942344 9.17897377 10.47172215 11.01947432 -0.60077421 8.91987307 3.82552108 10.87979229 10.70986726 9.38296072 NA 8.34469847 1.98422476 10.13099777 8.03406546 NA 10.60030014 1.39204260 9.30689630 8.43405354 -0.01581171 7.16743922 9.54773110 8.65782040 3.92281629 6.47607056 9.04374175 2.09969917 9.84995033 11.14639850 9.79692913 4.92281629 11.45886427 9.32406711 10.91839928 13.99191592 10.66779653 8.92243425 9.93355744 0.72115389 16.22279590 -1.60077421 8.73576112 10.37402756 4.95384257 7.75019379 8.20821875 6.07873364 2.40824991 11.36936037 9.01189253 4.56918118 3.35345033 2.30614556 9.69100070 3.04311699 8.02678844 8.19853590 10.60535311 6.03587900 7.39077601 13.60187577 7.63287382 8.91889066 10.36756131 7.54900142 10.42439402 8.32406711 10.41501802 8.02861114 11.34743922 NA 3.68466167 14.85794947 9.95192359 -0.01581171 12.13322311 8.51819559 9.76284177 2.30614556 8.05746598 7.68234294 10.93039222 7.93063623 4.35345033 8.73464493 9.50581751 -0.60077421 8.33441945 8.43405354 9.18634084 10.35780720 10.92941695 11.61418222 9.74521413 10.41988730 9.90704913 10.61509080 9.52352452 0.98418829 -1.60077421 10.14198500 9.12376835 9.03874893 10.48373074 9.82026737 8.17239350 13.66281714 11.74285664 12.40663222 9.91150120 8.92966083 8.97668326 4.09969075 7.20982569 10.89060659 10.95695755 10.01672195 6.28189665 11.17942104 10.92770864 7.40206981 10.32814296 10.81631586 2.39925314 9.11489040 2.85867730 0.39922579 -1.60077421 -1.60077421 9.36936048 10.94059315 9.46803279 8.24003235 10.34154907 5.41048018 9.57355612 9.77429389 6.09656969 11.79853243 9.46264950 8.77754925 11.40347496 11.26537430 9.30277485 10.44433153 9.85971041 11.88558676 9.04220875 10.64123767 9.74964119 10.51592332 1.20658071 8.63885291 11.20620682 10.83866725 2.09969917 7.88844007 11.46332359 9.07697402 10.95120303 8.72005508 10.22421324 10.65723153 6.31214418 -0.60077421 -0.60077421 9.03315784 6.87903425 10.73826938 9.57105672 8.87092966 10.78781002 8.08400312 10.70520790 8.87802424 8.05389059 10.15288918 0.39922579 4.28189851 9.52208244 -0.60077421 6.68465606 2.92282580 3.44364643 4.12717102 -1.60077421 10.60748882 7.13734675 6.90308046 10.81261270 7.06373697 -0.60077421 4.56918118 10.75046984 10.68754383 11.68060501 11.35435948 11.78767549 10.49068986 7.96340418 8.89802389 6.56043678 10.65516826 11.74812096 10.14828591 11.36124676 -1.60077421 1.20658071 9.90407354 9.15330679 9.27269859 10.54714623 9.48870499 7.70759381 12.51250831 14.72169323 3.44364643 11.55628556 8.03384804 12.15226228 9.84582089 NA 0.72115389 NA 7.56917966 0.98418829 10.75185524 8.30313641 9.69731703 9.63047573 11.61114282 8.64242866 8.94604274 4.01396243 -0.01581171 10.83674652 1.85869719 3.04311699 9.37867960 9.75184980 7.52078838 4.44364643 7.82131926 11.11971255 10.07521158 9.41536637 11.46382887 9.99544424 7.72568391 11.09077994 5.77455516 8.03406546 8.73240997 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 5 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 3.468028e-08 0 NA 11.2766365 8.7281824 9.8874115 8.3097401 7.2341593 9.9208276 8.5848036 NA -0.4924844 4.8919732 8.5968893 9.9781491 7.1574338 11.8099926 11.1131936 9.4287791 11.0017638 11.9474743 2.7861781 10.0324540 10.2124428 8.4684094 8.4487304 7.8937930 9.0291450 12.6562747 6.0241667 -0.7374466 10.1483125 9.7112486 4.4325386 5.1452576 8.2413263 9.6941137 1.2626136 11.2291216 9.6398265 7.2794239 10.6333035 11.3745668 0.2626737 9.2752406 7.9990180 10.4328541 11.3800969 9.5834166 -1.7374466 8.2541381 3.3919052 10.0361674 7.9561031 2.8475761 10.4809401 2.1685458 9.2969474 7.8248582 0.2626737 6.4425256 9.9943594 8.9905366 2.7220506 6.8956116 9.0133230 2.0699771 9.4690200 9.6240117 9.9297277 6.4524406 11.3968113 16.2934017 11.2724447 14.0324539 10.9431954 8.7434062 10.2087913 4.6201700 15.8106703 NA 8.4098211 9.9168046 5.2626173 7.2766362 7.9136679 7.6091300 1.4389315 11.3058143 8.3166639 5.2849841 2.0699771 3.2168118 9.6409110 2.5845537 9.0108089 7.9734224 10.4037652 7.2597960 7.7684278 13.1695536 7.8754846 8.8229490 10.0245827 7.6677573 9.5309067 9.1018200 10.8842101 7.9118725 11.1356756 NA 4.7383517 14.6804192 9.9482409 NA 11.5603922 8.2946616 9.7153721 7.4072746 8.0602777 7.4769349 11.0314207 8.2355959 4.4720718 9.1627282 9.1926141 -0.7374466 8.1770014 8.9270633 9.5387405 10.5623965 10.8915172 11.8906640 9.8680956 10.5957714 9.8367365 10.5681078 9.0554470 5.6024658 2.4325319 10.1037873 9.1314387 9.2781149 10.5355374 10.2305628 5.4817833 13.6106180 11.2047640 11.1992540 9.6316682 9.6113443 8.5235357 4.0699685 7.4745042 9.7891153 11.2642002 10.0369913 7.6825761 12.0387406 10.9299494 9.3131449 11.3735887 10.8676325 3.6549281 8.6323660 1.9630672 4.2168118 0.2626737 -0.7374466 9.3467601 10.8049225 10.3046174 7.9028611 9.6526722 6.1018202 9.0233360 9.0883698 7.2034293 11.8903779 9.7210228 9.2160850 11.6044128 10.9563208 9.0103642 9.5393221 9.9734226 11.3708138 9.1859436 10.8510965 9.1829688 9.8172050 3.9905374 8.9905366 11.3337432 10.4336271 -1.7374466 7.7199973 11.3017065 9.1940922 11.7458021 9.3042753 10.5465726 10.9988066 7.0406930 1.0699771 -0.7374466 9.0994554 7.5176450 10.7001081 9.8832941 8.8864977 10.9805067 6.5105442 10.4854773 8.8532032 7.6245601 10.4527494 3.6549281 4.7544707 10.1279627 0.8475961 8.2139008 5.2849841 3.2626136 4.1206008 3.1206008 10.8092694 7.2284002 6.8810014 10.4726786 6.5700895 1.2626136 4.9768631 11.0441807 10.4527494 11.2801205 11.1513593 11.1084981 10.5977273 8.7107324 9.6703778 6.4907129 11.0621001 12.3822868 9.9403358 11.8982209 1.0699771 1.0699771 10.0023966 8.8181638 9.2505907 10.7957024 9.5235357 7.3178983 14.9748878 14.2190830 1.8475961 11.7666902 8.0815495 11.2698186 10.0120665 1.7220288 0.5845777 -1.7374466 7.8864977 -0.1524841 9.6223656 8.7910701 9.5985647 8.9998633 12.2971572 8.3246621 8.9764321 3.4720718 0.2626737 11.2171759 0.2626737 2.5845537 9.4053615 9.8343687 7.6157628 6.7055591 7.8362631 11.4118869 10.1796152 9.7524641 11.1523101 9.7679116 8.6804685 10.8482829 5.1533068 7.7723911 9.2856773 9.6527851 0.00083195 0.00083195 -0.34710000 0.00889200 0.30905000 -0.01789800 0.01070300 -0.00747200 -0.01945200 -0.01945200 -0.01945200 -0.01945200 0.00083195 0.00083195 0.00083195 -0.32739000 -0.30719000 -0.32110000 -0.32110000 -0.37884000 -0.36979000 0.00889200 0.00805670 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 NA 3 4 3 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 1.17913e-06 2.774423e-07 NA 11.0618861 9.5679732 9.8636933 9.0540114 3.8718042 10.0391620 7.4990255 -1.4134994 1.7156738 4.9787219 8.8694942 9.7336109 7.9173225 12.0510793 10.6348928 10.1638347 10.4625391 12.2941964 5.2302607 9.6170731 10.2180378 8.8140219 9.4467169 7.8295800 9.1177875 13.9039952 6.6738687 NA 10.2504087 10.1797970 4.1713670 5.6199382 9.8526068 9.1638348 1.1713990 11.7135942 9.0324552 10.9797964 11.0590967 11.1955846 NA 9.1891048 6.7001484 10.5507468 10.9644298 9.8787275 NA 8.8236159 4.2302645 10.7348825 7.5807590 -1.4134994 10.1064156 2.2868516 9.4268140 8.4490434 0.1713349 6.5693999 9.6903493 9.0084706 4.5636829 6.9744238 9.6070525 -1.4134994 9.4567706 10.5281871 9.5715363 5.1863183 10.9276301 12.8576501 10.9660551 13.6433399 11.2820692 9.6260105 10.0822610 0.5864045 16.0758149 NA 8.5948344 8.4161287 4.9083326 7.5722477 8.0063659 6.8810271 2.8828582 11.2155348 8.9927492 4.6308015 2.7563402 0.5864045 9.6443976 4.1409913 9.2410419 8.4613874 10.3558305 5.9262557 6.6632222 12.9547077 7.8414348 8.8331466 10.1524599 9.1089875 10.9012384 8.7897540 10.5958847 8.2605983 11.6193126 0.1713349 9.2517418 14.8250159 9.0641642 2.7563402 10.8987217 7.9461554 9.6551842 4.3412955 8.4287563 7.7182630 10.7535104 8.2428306 3.9083326 8.9733461 9.2972123 1.7563402 8.3985834 9.1900323 9.3905370 10.3504482 10.0126706 12.1984174 9.3057948 10.6890378 9.4629229 10.1576846 8.5865328 2.1713670 1.1713990 9.8085971 8.5037780 8.8176271 10.5618956 10.0631521 3.6308015 14.1931870 9.5186207 12.0785095 9.4812237 8.7663149 9.5442334 4.3143267 6.6632222 10.9733462 10.9114303 10.9423075 7.0702219 11.1293894 11.2713736 8.9722685 8.9989757 11.2959206 2.7563402 9.0825608 5.9527273 3.5405977 0.1713349 NA 10.3160267 10.3529348 9.2997925 8.0762539 10.0030715 4.6949303 8.9038186 8.6685549 6.7663646 11.9710548 9.0912249 8.3446292 11.3687899 11.6766838 9.5376905 10.1821296 9.9406553 11.9223545 9.3303988 9.9754995 9.8712301 5.9351344 2.1713670 8.1060420 10.8349265 6.7525693 7.7513131 8.0629296 11.0974173 8.1001335 10.6808135 8.9318113 9.9356872 10.9628027 8.2284575 2.4932887 -1.4134994 8.4065847 6.8437942 10.0189478 10.3487880 8.7550782 11.3591329 6.2798928 10.7221377 9.2650060 8.3529350 10.0585890 0.9083518 4.9439588 8.7946404 1.1713990 6.0126715 2.2868516 0.1713349 4.4932951 0.1713349 10.4857628 5.4932951 6.9038180 10.7673407 7.0609229 -0.4134994 4.9083326 10.9159220 10.6968892 11.7506843 11.1304043 11.4848184 9.9229124 7.7079395 8.8654710 6.3250392 11.1479325 12.0409623 9.8758485 11.2468476 -0.4134994 1.3937457 9.9936737 8.2868456 9.6831211 10.4970487 9.4295419 7.1900321 14.2418528 13.4069339 5.9614451 10.9814045 6.8383140 12.6260104 10.3023680 -0.4134994 0.5864045 2.1713670 7.4598504 -1.4134994 10.7762459 7.9592711 9.0074187 9.7040490 11.7885297 8.5007909 9.1147330 4.0126670 1.5864045 11.0010911 3.0458448 3.0458448 9.5164041 9.1070245 8.0641640 4.6308015 8.1992743 11.1136385 9.2737816 9.2702778 11.2200823 9.9017649 8.8104074 11.0301265 5.2634927 7.7909772 9.1070245 10.9899506 0.00263570 0.00263570 0.03362200 -0.00816240 0.41530000 0.33577000 0.00966120 -0.02041200 0.00763920 0.00763920 0.00763920 0.00763920 0.00263570 0.00263570 -0.00802810 -0.00498440 -0.41366000 -0.41366000 0.09492700 0.03362200 0.03362200 -0.00816240 0.00000000 0.03199900 -0.39719000 -0.36918000 -0.02041200 -0.00069303 -0.42254000 0.000 0.000 0.000 0.000 0.381 0.381 0.000 -0.423 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.325 0.325 0.000 0.000 0.000 0.000 -0.414 0.000 0.000 0.000 0.000 0.393 0.000 0.000 0.336 0.336 0.000 0.000 -0.369 -0.369 0.000 0.000 0.000 0.000 0.000 0.000 0.381 0.381 0.000 -0.423 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.325 0.325 0.000 0.000 0.000 0.000 -0.414 0.000 0.000 0.000 0.000 0.393 0.000 0.000 0.336 0.336 0.000 0.000 -0.369 -0.369 0.000 0.000 10.826899 12.375124 10.566903 10.252186 9.699497 11.702100 5.978724 3.673873 8.204791 4.943959 13.090915 9.569870 9.790366 9.707298 7.844949 8.573670 11.008208 7.248184 10.396576 10.105551 8.070222 8.839887 10.127536 7.824810 7.016858 11.243278 11.946842 10.3648938 10.3404582 NA 8.7475378 6.8578691 10.0391620 10.7985983 11.7397996 9.2868456 9.9657843 7.2084578 9.9711897 7.4536847 8.6511486 9.3824455 6.2084568 6.6362548 9.6059967 8.9128355 12.7865382 10.0350385 11.7200298 8.1088501 11.1718380 10.5782820 15.0701430 11.4968613 13.1593429 10.8830354 0.5864045 10.5511078 8.7040489 10.7790069 9.2057090 8.3446292 9.5828794 9.9701102 11.0414762 11.1925798 3.1099623 5.7156902 14.1377240 10.9668670 9.6450742 7.5521903 10.6801536 0.1713349 10.8476194 -1.4134994 12.7814705 11.1298438 11.0134568 11.0654283 10.2180378 6.0942002 5.2588317 9.6732055 9.5369619 8.0722350 12.5553103 2.9083326 12.9385183 13.0490999 8.9318113 8.6435990 9.9957968 3.6738730 -0.4134994 9.3228079 8.3775689 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 5 1 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.525932e-06 5.202042e-07 -0.7302487 10.3511696 9.5573984 9.6184143 7.8621433 4.8242740 10.5235336 9.9848074 -0.7302487 1.2696915 5.5176127 7.7291177 10.5631577 8.7084780 11.7782237 10.5660288 8.3755947 10.2626245 12.5906277 6.0641025 10.2885818 10.6409182 8.2837065 8.7715231 9.4130694 8.9153446 13.5638761 7.0043958 -0.7302487 10.7089975 10.1268896 5.1276663 5.8990427 9.1446674 9.4924809 4.6959493 10.0826656 9.5597050 6.6875381 10.7655411 10.4149815 NA 11.2958637 6.4791400 10.2419480 11.5003071 11.3130552 -0.7302487 8.2526796 2.4396231 10.4724222 7.8917381 2.8546540 10.2750300 1.2696915 8.9614297 7.9770452 0.2696317 4.9976086 9.6403735 9.1446674 2.5916076 6.4092382 9.7147009 5.5176127 9.7535019 10.8314513 9.7565211 6.6959507 9.6542540 14.1964917 11.0069335 13.7480766 10.8261921 9.2640395 11.4330213 -0.7302487 15.5891642 0.2696317 8.5848355 9.4345930 5.0245723 7.3624436 8.3963907 9.2397921 3.9158459 10.7555155 9.4863107 12.0632894 -0.7302487 -0.7302487 10.2717979 0.8546340 8.4015430 8.3086052 9.8242749 8.1338722 6.8088445 14.0368878 6.4495944 8.9314641 8.2892770 9.1057365 10.1710508 9.6039594 10.6017227 8.7893224 11.6022822 NA 9.1229957 15.7829819 8.5711823 3.7932508 9.8117507 8.6533904 10.6425511 1.5916315 6.7126302 7.9804926 11.0620698 6.9839319 4.7932456 8.2583710 8.7208971 1.8546340 8.7794610 8.8319285 9.8926530 9.5411491 9.6748277 10.9527772 9.8714570 11.3729739 10.0485845 10.3769032 9.2948394 5.4595103 2.0770379 9.5837028 8.5458105 8.3003535 10.5671756 9.8602732 4.3989660 13.7953904 5.8088458 12.2585483 9.7555154 7.9278976 10.8213944 3.9701266 7.0178785 9.6403735 10.7219274 10.4791395 5.3782099 10.9984569 11.3461677 7.6006028 10.0551386 10.6006030 5.0770421 9.8752952 NA 2.5916076 NA -0.7302487 10.5734668 9.7655412 9.5469735 8.5317811 11.3070855 5.7774802 9.0145199 7.9135423 6.2121997 12.3027649 9.2696861 8.4270329 11.1488865 11.0457079 9.7263588 10.5182067 9.5469735 12.3770667 9.3384643 9.5211685 9.2892768 6.1400506 3.4396098 7.7615393 10.7615392 9.7478996 2.2696915 7.0387961 10.6864836 9.0077783 10.5446466 6.9561868 9.9657843 11.2979375 8.5643069 1.8546340 NA 9.0060882 6.3031086 9.7474443 9.5994824 8.5057004 11.4806618 7.6360083 11.3849672 9.4791394 7.6577036 10.2114673 3.7932508 4.8242740 8.7774809 NA 6.4595103 NA 5.2920529 3.5176159 5.3140802 9.7053564 7.0111534 8.2180531 11.2790039 6.6106927 1.8546340 5.8088458 11.1404361 10.4840053 11.6266882 10.7131477 11.9347999 9.2555281 7.7250131 7.9153805 5.6066821 10.5229427 11.6817266 9.7280928 10.9283439 0.2696317 NA 9.6885928 8.3703483 9.2340270 10.3431583 10.4564194 7.9873624 13.7640417 13.7148950 2.7291177 10.8328824 8.7540661 10.7141834 10.3755947 2.7291177 3.1765781 NA 7.1462031 3.2696915 10.3769032 7.1151758 9.1229957 10.4079579 12.3783739 8.5870987 8.5364726 4.5176159 2.0770379 10.5027065 3.5176159 3.6620004 9.7695319 8.7814387 7.7615393 8.1675315 8.2092652 11.2448176 9.5376432 8.8223551 10.4601281 9.3976804 9.6533904 11.2728526 4.1765781 7.6833140 8.3755947 11.4711975 0.00208050 0.00208050 0.00323720 0.00666530 0.00610900 0.00416320 0.00930980 -0.00429290 -0.03264300 -0.03264300 -0.03264300 -0.02323500 0.00208050 0.00208050 0.00208050 -0.00055444 -0.35988000 -0.35988000 -0.35988000 -0.35988000 0.00694350 0.00666530 0.00235810 0.00069327 -0.35567000 -0.35567000 -0.36322000 -0.00180140 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 0.104 0.104 0.000 0.000 0.000 0.000 -0.360 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.356 -0.356 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.104 0.104 0.000 0.000 0.000 0.000 -0.360 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.356 -0.356 0.000 0.000 10.962302 11.696475 11.419116 9.806904 9.357149 10.793738 3.662000 3.269691 8.300353 4.127666 14.126306 9.451733 10.471810 9.397732 7.559151 8.393807 10.443363 7.670566 10.605076 11.487644 8.589358 7.861171 10.376779 7.847115 6.906311 11.169798 12.528841 10.626688 10.231136 2.269691 8.897220 6.024575 9.553932 11.300008 11.073817 10.879327 9.698046 6.877017 10.562583 6.670566 6.884396 9.666291 5.997606 8.995904 8.793248 8.021230 13.099904 10.278115 11.435221 7.686863 11.398969 11.417209 14.073010 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 male 2002 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 1 5 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.601021e-06 1.109769e-06 NA 10.0161981 8.5256402 9.9027012 7.2002807 3.1298929 9.9928391 3.6644487 NA 1.1865006 3.3929219 8.3018190 10.1117444 6.5358834 11.5775949 10.4323022 8.9903582 10.3759198 11.8028474 2.5084033 10.0307586 10.2226489 7.5014503 8.7387010 7.5392829 9.0582621 8.6023797 5.4803879 -1.1919857 9.9934585 9.9841369 3.1298929 3.9778844 8.6659448 9.6265459 -1.1919857 10.8358697 9.9678351 4.8740543 10.7955830 10.9634144 NA 8.7073205 2.8079731 10.7777099 11.1111736 10.9946970 NA 7.2714882 2.5084033 10.4459470 8.0956760 NA 10.9965525 0.8079319 9.2205336 6.9475154 -1.1919857 4.7852419 9.0064088 7.8386310 NA 5.8523585 8.5527974 2.3929219 10.1202795 10.3182333 9.6313310 7.2300281 10.1236454 12.7368521 11.1191444 14.1466304 10.7607049 9.3276000 10.8800963 -0.1919857 15.5564841 -1.1919857 8.5893234 10.8618896 4.3929287 7.5426736 8.5991266 5.2998161 2.0739916 11.4277252 6.9626300 12.9367636 -0.1919857 -0.1919857 9.6565866 2.2673860 7.6056254 8.3721133 10.5574141 5.5358850 6.4803895 13.4871689 7.3663843 9.0606292 9.5578332 6.8901122 10.4049547 7.3548585 10.5835740 8.4336726 10.9478347 NA 5.2002807 15.0200040 9.9538958 NA 12.5099199 7.3702061 9.5273525 5.2673935 8.6023797 7.5392829 10.4171424 6.7737485 2.1298765 9.1862586 9.5273525 -0.1919857 8.6643893 8.3529280 9.1764701 10.8434502 9.0945214 11.8251636 9.2714880 10.4459470 9.5040618 10.3102983 8.5566260 NA 0.3929768 10.2488328 8.8331032 9.6408537 9.9903580 9.5066684 4.9977892 14.1225823 8.1321444 12.0835063 9.8324108 8.6345123 9.5426732 4.8079628 6.9423902 11.2995663 10.8058488 9.9013813 7.4909583 11.4408453 11.0726995 7.9059958 10.5252117 11.0134515 1.3929219 9.1337862 5.2509085 NA NA NA 8.4208323 9.9596146 9.1489265 8.0629921 10.1041515 3.7148499 9.7171068 9.4162184 4.7476613 12.2378934 10.7530417 8.5443656 10.7016444 11.0791349 9.2422374 10.4603606 9.7409166 11.9120710 8.9741269 10.4755188 9.7512111 10.0307586 2.1298765 8.1720984 11.3312806 12.4384333 2.5084033 9.0336892 11.6217449 8.7952276 10.8530407 7.7534073 10.0433796 11.0244064 7.1433536 NA NA 8.8261639 6.6217442 10.3558222 9.4473044 8.5728351 10.7966484 8.2653445 10.5771404 9.2342285 6.8901122 9.6837131 1.9779027 4.9372455 10.1014354 2.7148609 6.0747495 2.7148609 5.7852445 4.0558898 -1.1919857 10.5995336 8.1276359 6.9728707 10.7401600 5.2673935 NA 3.3315189 10.8261638 10.5490093 11.3197163 11.1394405 10.3442109 11.0436788 8.5511149 8.3451821 6.1676249 10.7073206 11.0811765 10.1770157 10.9259314 NA -1.1919857 9.9810162 8.5443656 9.0805934 10.4900805 9.2077757 7.6690509 12.8985724 14.2496435 3.1298929 11.1868004 7.9808913 12.3989016 10.3519622 NA 0.3929768 -1.1919857 7.1699070 -1.1919857 11.0448748 7.4152939 8.7118456 8.8967520 11.6676926 7.4518202 8.7031450 1.8079731 NA 11.0803019 2.5084033 0.3929768 9.7497449 9.9340228 7.0886876 4.4803879 7.9878728 11.0971181 9.4732997 8.8023170 11.4377756 8.7504782 7.7621601 9.9760090 3.7783558 7.3625523 8.5595079 10.0523276 0.0024133 0.0024133 0.0058323 -0.0011087 0.4876800 -0.0080244 0.0000000 -0.0074720 0.0041632 0.0041632 0.0041632 0.0041632 0.0045800 0.0045800 0.0024133 0.0049969 -0.5218400 -0.5218400 -0.5218400 -0.5218400 -0.5218400 -0.0011087 -0.0053639 -0.0073946 0.0033299 0.0033299 -0.0074720 -0.0022168 0.0016642 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.522 0.000 0.000 0.000 0.488 0.488 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.522 0.000 0.000 0.000 0.488 0.488 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.4261197 11.7994855 11.4719665 10.4594639 9.4345853 12.1928823 2.8954190 -0.1919857 7.7737478 1.6153221 12.6842888 8.5032792 5.5358850 9.9664409 8.3721703 7.9526219 11.5194156 6.2002807 10.4495640 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 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 3 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.525932e-06 3.468028e-07 NA 10.2313744 8.8014908 9.1940974 8.4936577 4.2306257 11.0444044 7.9852972 NA 2.5316185 5.9961582 7.8354852 9.6613545 8.7310002 12.5002174 10.4387763 8.0852839 10.5447155 12.1215967 5.9530883 11.7539238 10.4607237 10.0345390 9.5209492 8.4191297 9.2720997 15.4754825 7.4986586 -0.6762264 10.9779211 10.2124758 4.7831633 6.6093191 8.6724607 9.8394325 NA 11.6394483 8.4986582 5.3010132 10.9338346 11.5310520 NA 11.1435126 6.2779290 10.2215781 9.9292121 10.6377493 0.9086592 9.9096341 5.1050914 11.1672611 7.0310919 0.3237736 10.3754649 1.9086976 9.2170341 8.0618248 2.3237447 6.6635823 9.7841886 9.1165228 0.3237736 7.3010123 9.4032174 4.4530171 9.0567480 10.4164897 5.8315277 4.3681258 10.3876938 11.5279980 9.9115100 14.0280145 10.2017836 9.5368368 10.1778218 0.3237736 16.2286024 0.3237736 6.6183532 10.5011521 4.6812862 6.7160498 9.1246324 8.2245994 2.5080229 10.8145835 9.2961811 16.6108588 0.3237736 2.4936473 10.5543535 NA 8.4581589 8.7331235 10.0302286 6.5716601 6.9161900 14.4041338 5.6635837 8.3898219 7.3010123 6.5036413 11.4207771 8.5380515 10.7682299 9.0154761 12.2636790 NA 8.9783687 14.1392660 8.1754817 0.3237736 10.4753835 8.4555894 10.7892990 3.7160471 9.8897867 8.3571556 11.3783369 6.5621371 5.3237339 8.5834758 8.0276362 NA 8.1278638 9.7214072 10.0456862 9.7288741 8.9512664 11.0469754 8.9030485 11.7243452 10.2566855 10.2873512 9.3021429 3.7160471 2.1310956 10.0752767 8.6856763 8.6324358 10.1343043 10.1439116 3.7831633 14.2878929 3.4111957 7.2779290 9.8677311 7.6137512 11.0537781 4.8155857 8.1310873 10.4178102 10.0761132 10.3674435 3.7160471 11.2474315 11.8907380 9.3599061 8.6922392 11.6380326 3.4936601 10.0232443 2.3237447 0.9086592 NA 2.4936473 10.0559001 5.9384434 8.5951956 9.1971766 10.2645453 5.5135571 9.5135571 6.3124165 5.5135571 13.0950157 8.4348684 8.2336259 10.2343753 13.2235615 10.3052999 10.9774733 9.5609425 12.7376249 9.0276362 8.4243947 10.5017749 7.7031111 NA 7.5135571 10.7117499 12.7568329 4.9961582 8.3951412 10.4472074 7.7331238 10.3681267 7.5086077 9.4747491 11.2793825 8.8492534 2.4936473 NA 7.8115725 5.9961582 8.7331235 11.0773672 8.1723555 10.9783686 3.9675929 12.0006747 9.6068210 8.8744795 9.8667644 1.9086976 4.6091344 7.4217644 NA 3.8472954 2.4936473 2.7831633 2.7831633 1.6456556 8.8433690 5.3898215 7.3735812 11.3770306 7.5361073 1.6456556 4.5331833 11.2746529 10.8080520 11.7246120 11.0575953 11.9768016 9.7095950 6.6635823 6.9655673 5.8224625 9.7635635 10.1222043 8.8551139 10.5519501 1.3237159 NA 10.1660830 7.5998571 10.0388366 8.8433690 10.4263645 7.7954079 11.6515659 12.3879701 6.4217653 8.5110845 7.4220278 11.7859792 9.8512096 NA 2.4936473 0.9086592 7.7457973 0.3237736 10.7415957 6.8859745 8.4683907 10.3342607 10.6172042 7.6900546 9.0481272 4.5331833 0.3237736 10.1684383 8.5834758 1.3237159 10.7780319 8.5234047 7.3293568 10.8200871 7.6320719 11.0802889 9.2381176 8.5380515 10.7928656 9.2141945 8.1597831 10.4703013 2.7633478 7.4734801 8.0241723 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 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 2 2 1 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 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 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 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 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 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 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 5 0 0 0 0 9.016873e-07 4.161634e-07 NA 9.98360402 8.37806071 9.77432091 8.11004267 1.25707098 9.80239584 7.19768162 2.10504106 0.25120402 4.18304181 8.76958828 10.18126397 6.69000496 12.02009159 10.53410013 9.77825310 9.98496567 12.27385354 1.74248056 10.72016088 10.06825941 8.17829137 8.32528611 6.84200833 9.41388683 13.08438796 6.01193166 NA 10.00389537 9.72301974 3.02258087 3.69000356 8.26379219 9.38323340 NA 11.61679482 9.54337195 9.57716878 11.00355958 11.19779931 -0.06491748 10.28052245 8.96302321 10.61767288 11.12401504 10.38168354 1.52009533 8.14943620 3.45868385 10.09876680 7.46259388 -0.06491748 9.84125612 1.52009533 9.74005478 7.41085071 -1.06491748 5.84200833 9.18066979 8.27496699 1.25707098 6.35297034 8.59867524 2.10504106 9.57807129 9.68498665 8.80085041 5.67658336 10.04820812 15.00433613 11.05923845 14.52098926 10.93441256 9.39352367 10.69625278 1.25707098 15.37733173 NA 8.18778259 9.37909673 4.02258087 8.42897272 8.88348427 7.96302321 2.39454158 11.35980835 8.78231551 7.05923845 -1.06491748 1.25707098 9.40577607 1.74248056 8.55716881 8.23661316 10.28273852 7.68666090 6.25704457 13.28322285 7.02257976 8.87028210 8.99985995 8.06440003 11.13530463 8.98224095 10.51537569 8.61283681 11.45401613 NA 8.92805551 15.20327532 8.74729441 -1.06491748 11.38864499 7.67320942 9.76483992 4.91239598 8.59867524 7.45867893 10.16693834 7.53503037 3.57897493 8.58796199 9.59600447 0.52004502 8.88202335 8.91096526 8.83144945 11.16663838 8.87175496 11.84594349 8.92095899 10.58930564 10.08549915 10.03906065 8.21421711 2.25704080 -1.06491748 10.59644994 9.18066979 8.60577321 9.67911005 9.47621378 0.93508252 14.96940028 9.93229656 10.32797113 9.82690086 7.66982686 9.53316968 5.00120775 6.47427541 11.52148787 10.33599656 9.90522302 5.00120775 11.61068834 11.28578013 9.17710032 9.60665819 11.17113131 2.39454158 9.21231155 5.31015832 1.52009533 NA NA 9.34238496 8.87028210 8.88494372 8.40882308 10.29915878 4.32743588 10.16753807 5.71647791 4.66303715 12.49616639 9.74247214 8.36347730 10.83296262 11.67553038 9.55716901 10.87653160 9.55258457 12.06391705 9.32743453 9.90162267 9.79076438 9.73763353 2.39454158 7.81776010 11.30852612 10.59043763 5.12494016 7.61639078 11.36739804 8.20424393 10.85807310 8.32313449 9.70495494 11.35902089 8.71647688 2.93512025 NA 7.82081335 5.74247248 10.18185777 9.91311246 8.39044457 10.98360402 7.34450808 11.16783785 9.24459360 7.76166558 9.79542816 0.52004502 4.74246978 9.29376843 NA 8.39249818 2.10504106 3.69000356 4.02258087 1.52009533 10.11066665 7.30580458 7.00657967 11.27832510 6.01193166 -0.06491748 2.93512025 10.61459722 10.92095906 11.47621378 11.03643630 10.15972189 9.67405382 8.21124149 7.03314875 6.63805211 10.77471459 11.95175137 9.77116755 10.79037497 NA NA 9.60930933 9.15186313 9.67742667 10.34662819 9.80162333 7.03314875 13.48128816 14.78784171 4.74246978 11.27552364 8.12405202 12.43832176 10.51018361 -1.06491748 1.25707098 NA 7.41893287 -1.06491748 10.40272271 7.11004267 8.60930952 8.48778618 12.40208578 7.66982686 9.10517991 0.93508252 1.74248056 11.12679332 3.52008275 2.39454158 9.29815676 9.15186313 7.04885956 6.93511671 7.99581293 11.18423057 8.80548175 8.20424393 11.09624900 10.06568768 9.24913384 10.71770589 3.52187992 7.41893287 8.76166558 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 53 NA kidney stage i t1a nx m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 1 6 4 2 3 2 3 NA NA 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 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 0 0 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 2.184858e-06 8.67007e-07 -1.4477213 10.7327942 9.5662839 11.0259692 6.0679635 NA 9.9256724 6.5930460 -1.4477213 1.6277936 3.5966609 7.9637747 9.6509535 5.4470799 12.2408416 10.5648880 10.1329931 9.9632448 12.2572478 3.3596196 9.7659752 10.3608255 8.0738641 7.9424324 7.7271894 9.6770311 11.0795034 5.8741920 -1.4477213 10.1540343 9.9627149 5.4226266 4.2804590 8.9722236 9.8463098 -1.4477213 11.1662831 8.5423676 7.7617168 11.0057913 11.2699399 -0.4477213 8.9424324 5.0600560 10.9772170 11.1235420 7.9098157 -1.4477213 7.3531636 3.0116924 10.4387221 7.0481185 0.1372412 10.2188514 1.1372412 8.7580566 8.3867347 1.1372412 4.9445821 9.9311002 8.3788120 -1.4477213 6.2665092 8.9424324 2.0117103 9.3054802 8.4349063 8.7918619 5.9868910 12.9989778 13.5647134 10.9996050 14.1782291 11.0728821 9.5409268 10.2180435 NA 15.6331330 NA 8.3466795 9.8428583 4.4830031 7.7321729 7.7519356 5.8831809 3.0920383 11.7110309 7.2728154 7.9424324 -1.4477213 4.2527033 9.2970974 1.1372412 7.6994683 8.3104865 11.0560892 5.9785274 6.8514717 13.3916641 7.9163978 8.6170064 10.0704248 7.3237529 9.8515860 7.7690093 11.4604684 8.9785283 12.2150431 NA 0.8742068 14.4061578 9.2656500 NA 11.2784816 7.6892544 9.5801694 6.2596228 8.9837612 7.2104746 10.4032316 7.3237529 5.6183532 9.2500999 9.3748343 NA 8.8932263 8.3835708 9.0846195 11.2854907 10.5462632 11.8055688 8.9032025 10.2557345 9.7972218 10.6327479 8.0288680 1.1372412 0.8742068 11.5559570 9.1623654 9.6251063 10.2496654 10.1367562 5.3724437 14.4934486 4.7221873 12.5151595 10.2077942 9.4859541 9.8219745 4.2527033 7.3883135 10.9076145 11.0355754 10.0274903 7.1145055 11.5329207 11.6841204 8.7519356 10.3724424 11.2321833 1.5522787 9.4579738 3.2527033 3.1961191 -0.4477213 NA 8.7519356 9.7265651 9.6522687 8.0797402 10.6753502 5.6183532 10.3507352 10.1678930 6.6815462 11.1383996 9.7702212 8.5252432 10.4349065 11.4320381 9.7234403 10.5519111 10.3204478 11.6154900 9.1230679 10.2861262 9.0491172 12.2814593 2.5522541 9.0350715 10.6085625 8.9139551 NA 8.5437712 11.4694490 8.1315792 11.4949612 6.6607875 9.8196355 10.6099168 6.3466786 NA NA 7.7371385 6.8560445 10.1010854 9.5515589 7.8399760 10.6166694 6.7665819 10.1946491 9.2448790 7.1669735 10.2540031 1.8742068 4.5295461 9.0669774 2.2526881 7.2492310 4.8190499 3.1372248 4.9785297 0.1372412 10.3466793 6.6969216 6.4287806 9.8927034 4.8045492 -1.4477213 3.3071516 11.1114015 11.2095819 11.6099168 11.4057679 10.4774469 11.2407323 9.2291022 9.3212747 6.2251129 10.7870809 11.1412122 9.5028193 11.3754316 -0.4477213 -1.4477213 10.2435708 7.5774031 9.9658913 11.0305704 9.4748479 7.8987773 12.9692588 14.2757111 7.1334639 11.0157878 7.9130007 11.7960325 10.4625314 NA NA -1.4477213 7.4040124 NA 11.0543544 7.7246912 8.5252432 9.2996172 11.1681229 7.9658916 9.1894589 1.3596336 -0.4477213 11.0967450 NA 1.5522787 9.8161195 11.1630576 7.6397263 4.5295461 7.6892544 11.0672240 9.3636381 9.8055200 12.0834012 9.4763337 7.2767777 10.0919070 4.8441245 7.4977074 8.6102553 10.4885333 0.3637900 0.3637900 -0.3983000 -0.3875000 0.7472700 0.3601900 0.1713600 -0.4193700 0.0394780 0.0394780 0.0394780 0.0394780 -0.4451500 -0.4042900 0.3637900 0.1698600 -0.4175700 -0.3990400 -0.3990400 -0.3990400 -0.3990400 -0.3875000 -0.0195900 -0.4596100 -0.0067813 -0.0116170 -0.4193700 -0.0122870 -0.4145400 -0.419 -0.419 -0.413 -0.413 0.311 0.311 0.000 -0.415 0.342 0.341 0.341 0.311 0.311 0.000 0.000 0.000 0.000 -0.041 0.364 0.314 0.314 0.343 0.314 0.183 0.183 -0.399 -0.399 -0.387 -0.387 0.747 0.747 0.000 0.000 0.360 0.360 -0.288 0.171 0.000 0.000 0.000 0.000 -0.419 -0.419 -0.413 -0.413 0.311 0.311 0.000 -0.415 0.342 0.341 0.341 0.311 0.311 0.000 0.000 0.000 0.000 -0.041 0.364 0.314 0.314 0.343 0.314 0.183 0.183 -0.399 -0.399 -0.387 -0.387 0.747 0.747 0.000 0.000 0.360 0.360 -0.288 0.171 0.000 0.000 0.000 0.000 10.518408 12.250208 12.181051 10.610932 9.353163 11.885698 3.137225 3.196119 7.781082 5.856044 12.375531 8.747550 4.574628 10.359353 8.166826 8.377222 11.531689 7.155890 11.139807 7.546617 8.351545 9.300104 9.387035 8.437960 8.095295 10.870241 11.634080 9.902098 10.699468 NA 8.852616 6.922951 10.225573 10.443288 11.482446 9.330341 9.228221 7.346679 9.535970 7.535257 6.052109 9.068948 6.629080 6.935968 8.573243 9.064016 12.522279 8.883180 12.608308 4.744656 8.333623 10.513351 16.316461 10.883180 14.495808 10.913659 3.307152 10.019359 10.892392 10.492210 8.529543 8.525243 9.635743 10.406742 10.765671 11.881358 1.874207 5.970115 13.919169 12.072023 9.500631 6.546617 9.089482 NA 10.889885 NA 13.246023 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 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 2 4 2 5 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 9.710479e-07 2.42762e-07 -1.2933589 10.8439409 10.3167316 10.2807499 5.0989459 4.5395187 10.0206462 8.9549486 -1.2933589 1.0429244 4.0641844 8.5769941 9.0531434 6.0989480 12.6571854 9.8020266 10.4957555 9.9075281 11.8979972 3.7066300 8.7740639 10.2292111 7.6403201 7.5172009 6.2301915 9.1075090 12.1775425 6.6254926 NA 10.1954738 10.3190373 2.2916036 5.7941975 8.3450654 9.7331530 -0.2933589 10.3948798 7.5953731 7.3028189 10.5022634 10.2798034 NA 10.0109808 7.7700249 10.8365565 9.5481938 8.5800735 -1.2933589 7.8690207 3.2915888 10.3603703 7.2915916 -1.2933589 10.2506086 0.7066411 9.9527763 7.8333341 -1.2933589 7.0058379 9.6910480 9.0892534 2.5139960 6.6839098 10.6309224 1.0285692 9.1422998 10.9411476 8.1223714 5.0816677 10.6533311 10.3418942 10.5430745 13.2972750 11.6103231 9.0946467 9.8721647 1.0285692 16.8673676 NA 8.0597765 10.9731233 4.0641844 7.2301915 8.0397849 5.1660606 1.2916036 11.5254114 6.3280214 4.0989501 0.2916036 2.1660727 10.0189453 1.5139960 7.5521196 8.7847804 10.9810076 5.4070706 6.0989480 14.8248609 7.4514634 9.1924588 7.9920319 7.5331779 10.1503656 6.4139883 11.0296843 9.0914132 12.2926483 NA 3.4615155 13.6655900 10.2845303 -1.2933589 12.3165008 8.3666256 9.3657334 3.2301876 7.9592949 8.2535242 11.5681042 8.0058373 3.2915888 7.9063020 8.7108498 -1.2933589 8.3878678 8.7967418 10.1954738 9.4234490 10.7544351 11.4449329 8.4896276 10.5800737 9.8859166 10.1959757 8.1286522 NA -1.2933589 10.0838400 9.5387283 9.8481747 9.9616581 10.1949718 4.3504831 13.7036767 7.1823626 14.5219628 10.0897938 8.4294369 10.5831464 4.0285603 7.4345498 10.0827549 10.5311906 11.0603277 4.0641844 11.4203146 11.2525593 7.8046615 10.8193948 10.8905750 2.4070808 10.2586982 2.0285692 1.0285692 -0.2933589 NA 8.7821087 11.1365593 8.3450654 8.2419050 9.6807071 2.7066190 8.9038463 10.4345499 4.4345482 11.8386472 10.6399513 8.0685735 11.1609288 11.7429749 9.5352182 11.4217335 9.9020017 12.4054427 9.3594744 10.2297013 8.8989224 11.9127281 0.2916036 7.2953438 10.7441765 6.4932919 0.2916036 9.6031738 11.5210117 7.5614980 10.5556436 7.2457885 9.5497654 10.8709079 6.4480965 0.2916036 NA 7.6074960 6.1328935 9.6535359 10.2257743 9.6127684 10.6917599 7.9474207 11.2505289 9.5268085 7.0420194 9.7192541 -0.2933589 4.3213365 8.4208752 0.7066411 6.1495724 2.0285692 2.7066190 2.8765464 0.2916036 10.7157583 6.0553584 6.0816698 9.5252117 5.0446957 NA 3.1660566 11.6371821 11.1189347 11.4277287 11.0375464 11.2906525 10.8818672 9.7887785 8.0330590 6.8903640 9.7379862 10.6202669 9.9734161 11.5607187 0.7066411 -1.2933589 9.6462087 7.3286812 9.5268085 10.0854662 10.0734981 8.5723630 11.8127017 14.0325322 1.2916036 10.0951850 7.4938466 13.1642028 10.1302707 -0.2933589 1.0285692 NA 7.5646106 -1.2933589 10.8840491 6.8307510 8.5692670 10.2779082 11.3102559 7.0903337 8.9914306 2.0285692 NA 10.5626659 2.7066190 3.5139834 9.7967420 9.4472535 7.0012505 3.9160849 8.2438480 11.6828356 9.1793204 8.5379367 11.1456812 9.4079361 6.3065430 9.7002755 4.3504831 7.2764855 7.9209489 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 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 2 3 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.109769e-06 5.548845e-07 NA 10.5247312 9.2254518 8.9269284 6.4120922 9.2726125 10.3461056 7.3844488 -0.6859416 1.3461343 4.2682547 8.3584538 8.9046470 7.4120922 12.0203400 9.3419657 8.9597183 9.6934382 12.1262372 2.8990209 9.1084758 10.1358338 8.3529787 7.8336959 7.9434162 9.5014119 16.2351918 7.8218543 NA 10.3788026 9.6075315 3.1214133 6.8532185 12.1125316 9.3196843 6.4536114 11.0270167 7.8570915 10.8079153 11.0863744 10.5416758 NA 9.6561345 3.8376204 11.1898092 9.5392672 9.5843552 NA 8.6086806 3.2209490 10.5001740 7.4225845 NA 10.1951738 0.6126828 8.7106646 7.9397684 -0.6859416 5.5994606 9.3474830 8.5186311 2.4839834 6.2088781 10.3041639 5.3584525 9.8049107 11.0031843 5.7734927 5.3140584 9.5137321 9.9873689 10.7847188 13.3610133 9.8599896 10.1278410 9.5512699 1.6359865 17.2954822 -0.6859416 7.8609541 10.9074510 4.5619859 7.4939691 8.3391993 6.7652708 2.6359865 10.7466017 9.6379027 12.7055720 1.6359865 1.3140584 10.2841657 0.3140584 8.5476796 9.5948307 10.1797932 5.9722722 6.6449767 14.8612858 6.0954202 8.4739314 7.2506982 8.9470551 11.1269551 8.0248665 11.5219893 9.4714068 12.0432557 0.3140584 6.5808465 14.3319992 9.7476454 0.3140584 11.0338765 7.8376216 10.5866896 3.1214133 8.0622529 8.2653445 11.0179634 6.9579158 4.8990209 9.0970579 8.9970544 NA 8.2595037 9.4355934 9.7117344 9.5308056 9.1469499 11.2023655 8.6539098 10.8924325 9.5572339 10.7004613 8.8766265 NA 1.3140584 9.8386015 9.0162325 8.9139727 9.6494502 9.9802838 3.2209490 14.6412967 8.0888471 13.7225223 9.8277874 6.4433431 11.2877572 3.8990209 7.1905763 9.2119053 9.8877070 11.3502335 3.9579146 10.3826501 11.5545531 10.0462273 7.1967024 11.9884728 2.4839834 11.1277288 -0.6859416 6.2447976 0.3140584 -0.6859416 10.7085226 12.3715440 8.5308058 8.3419657 10.3408323 4.5994606 8.8018997 10.5075853 5.7063786 12.1620959 10.0970581 7.7020771 10.4758216 11.6677581 10.2444128 11.0343041 9.7816654 12.9993562 9.0838976 9.4107750 9.2941994 8.6155561 -0.6859416 6.1595505 10.6241046 7.4489480 3.7063758 7.3066013 10.8777328 7.3908757 9.8079153 8.2179417 9.6063815 10.9273889 8.6472152 2.3140584 -0.6859416 7.2209500 5.6539113 8.4536114 10.5380615 8.6449767 11.6558566 3.9579146 11.4514769 9.6098288 7.7020771 9.8676891 NA 5.2209490 7.2624275 1.3140584 5.5038830 1.3140584 5.3913037 4.0689459 0.8990209 9.7213275 6.3474832 6.5994621 10.4484862 6.4552467 0.3140584 4.1214133 11.5509710 10.7564850 11.7369130 10.6683092 11.6035024 10.0127645 9.1246316 7.2269487 5.9813846 9.4094569 10.8848643 9.5925094 10.2565743 2.7734900 NA 9.6977641 7.9615180 10.0496159 9.4839848 10.1125316 8.7590746 11.3339980 11.9262372 1.3140584 9.6292094 7.4469452 13.1444760 10.6166988 -0.6859416 -0.6859416 0.3140584 7.5761548 5.3584525 10.6466559 6.4433431 8.2884744 10.0913152 10.9470551 7.2269487 9.1888415 2.4839834 -0.6859416 9.5679074 4.5619859 3.1214133 11.1552311 8.9139727 7.1406079 10.6132679 7.6627880 11.4468809 9.0970579 8.0075470 11.6572456 8.5500741 9.4751917 10.0764419 4.7734900 6.7319123 7.2269487 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 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 1 2 4 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 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 2.635701e-06 8.67007e-07 -1.62060084 10.90174989 10.05845383 9.70021411 7.08331763 6.74135777 9.69795639 8.50982962 NA 1.06198352 3.28630455 8.01784955 9.98905412 5.26205725 11.90994186 10.33687840 10.67029642 9.73035278 12.14583897 1.37939916 9.82804617 10.05095465 8.05360609 7.29827707 5.39064017 9.04386093 13.12996356 6.70134112 NA 10.17585889 10.13346592 2.83885095 3.70133835 8.31162844 9.68604489 0.37939916 10.74272702 9.49575751 4.97932573 10.74026067 10.38644087 NA 9.78508688 4.66481844 11.09901629 10.70303138 9.81508384 -1.62060084 7.24669215 2.96438015 10.34013963 6.91468889 0.37939916 10.96562948 -0.62060084 8.89017762 7.33360978 0.37939916 4.44550160 9.58459596 7.75662437 -0.03563834 5.97932573 9.79409886 6.10733427 9.99366332 9.94594343 10.06722661 6.94546725 10.56354198 12.23943361 11.32905793 13.76477047 10.55807846 8.87925945 10.92413656 1.54932416 17.15405268 NA 8.64502862 9.15995331 3.58886452 7.23428192 8.07811824 6.16731577 0.70425227 11.65873396 6.93077636 3.23739546 -0.03563834 3.18676993 9.86272553 2.62735002 8.36383207 8.67976615 10.86196947 6.70584247 6.33360978 14.37668129 7.12760646 8.95306090 8.49965139 8.06240832 10.10632136 9.13430104 10.91857243 9.09280021 12.11908874 NA 4.13430310 14.89397356 10.32741567 -0.03563834 11.92365358 7.92051007 9.54180501 1.83883078 8.45889830 8.28630408 11.27744805 7.17707465 2.77173771 9.00603513 8.80462958 1.70132726 9.09794652 9.24669239 9.55870061 9.89166023 10.05625213 11.69688839 9.29155452 10.66654882 9.70640484 10.86675123 8.30722131 0.70132726 -0.62060084 10.01513164 8.86423661 9.75390968 10.02417116 10.02462165 3.07985594 13.98703288 6.00146449 14.39341226 10.23933658 8.51512304 9.93639855 3.13430310 7.16077299 9.93496138 10.58092492 10.68062395 5.54933957 11.49749491 11.30274110 9.67173530 10.38679134 10.82882021 1.70132726 9.99271505 3.46687505 0.37939916 -1.62060084 NA 8.39064103 9.88869379 8.68775254 8.03046520 10.33072376 6.93016014 9.48597659 4.21230474 6.02327088 12.44541867 11.27290471 8.50740776 10.93950752 11.39657000 9.53043014 10.58551224 9.48007584 12.34862022 9.69399686 9.95778622 8.46554967 12.28527063 -1.62060084 7.72148819 11.03762506 8.65715443 4.73696740 9.10814204 11.68119553 7.90297558 10.67575631 9.20278085 10.04918448 11.53549667 6.40731876 -1.62060084 NA 8.40316801 6.46687668 10.06678924 9.91468904 9.37093539 11.22490362 8.24205082 11.18179667 9.57355479 7.74354795 9.87226825 0.37939916 5.52916190 9.26587239 7.80986586 7.44010922 1.70132726 6.27398950 4.05184190 0.96436166 10.35919598 7.09709034 6.39064017 10.18859886 5.26474284 NA 2.83885095 11.51944450 11.00808696 11.37518076 10.91857243 10.81612511 11.00466578 8.17545324 7.81803887 5.51753082 10.11708345 10.99043836 9.81820540 11.00512247 -1.62060084 -1.62060084 9.78295825 7.29827707 9.45087596 10.18204307 9.89462059 8.40178148 12.53699737 14.54268981 1.70132726 10.98581882 8.04186829 12.63008211 10.19359546 2.62735002 0.96436166 -1.62060084 7.36525510 -1.62060084 10.66047713 6.88323957 8.63797968 9.39761367 11.66928840 7.71480394 8.84171120 0.96436166 NA 10.55527493 -0.62060084 1.54932416 10.18556034 9.82804617 7.39343422 5.54933957 7.85108875 11.54761558 9.59797673 8.36525554 11.32960492 9.20039032 8.11412336 10.16649992 3.79490448 6.87526894 8.35526167 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 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 1 5 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 9.363676e-07 3.468028e-07 NA 9.7664214 8.4276196 10.1261721 6.4630126 1.4332800 10.3041445 8.5363789 0.8483175 2.0053641 4.3077345 8.2745682 10.6847484 7.7278864 12.0069132 10.8430105 8.0723052 10.1156755 12.4751533 2.1702456 10.3391544 10.3056844 7.7186685 8.4238429 8.2255140 9.1870400 11.8916726 6.8651121 -1.1516825 10.1480839 9.9935988 4.0182247 5.2576933 8.3718655 9.6106855 -0.1516825 10.4826609 9.8376979 3.3077345 10.7389478 9.7641829 -1.1516825 10.2995146 5.9775867 11.0950441 10.7290350 11.5849169 -1.1516825 7.9035860 2.1702456 10.3625245 7.4295038 -1.1090475 10.2314138 NA 9.1543652 7.8872224 -0.1516825 5.8926970 10.0956377 8.7278868 -0.1516825 5.6684822 8.8885932 3.2406196 9.8762095 9.7849415 11.0553178 7.1475112 10.4384321 12.7978567 11.3935094 13.7868264 10.9649724 9.1475115 11.2053056 NA 15.9334751 -0.1516825 8.9197658 9.9197658 4.8483024 8.0356558 8.2933185 8.1679755 2.9031540 11.2475815 7.4407604 4.3077345 NA 3.5487449 9.8426569 2.4332533 8.4426280 8.1290743 10.2427662 7.8623237 7.0430601 13.8666341 7.3401563 8.7031720 10.4588670 8.2724698 9.8948137 8.4257325 10.9756530 8.2912471 10.8401796 NA 4.6031931 15.5896652 8.2891728 NA 11.6994669 8.3056842 9.9923243 1.8483175 6.6492030 7.9801607 11.4806172 6.2058558 4.4028927 8.9237827 9.3610439 0.8483175 8.7047292 9.1255909 9.3971255 10.5330522 10.7742288 10.9503908 9.7324741 11.1560735 10.0644430 10.6684825 8.9116715 4.4630142 -1.1516825 10.2064053 9.2459781 8.6098547 9.9750080 10.0238530 4.8483024 14.4100091 8.8720580 13.0455202 9.5981729 8.5998474 9.9891333 4.2058538 6.9980510 10.9824089 10.7690285 9.7140368 5.8926970 11.7282332 11.2695794 6.6748518 9.4482163 11.0037542 3.7551974 9.3400464 1.1702456 0.8483175 -1.1516825 -0.1516825 8.6780261 9.6772334 9.8706713 8.6015201 10.9860087 7.1881536 9.8348567 7.0819233 5.3046169 11.9969390 10.2534450 8.6811934 11.1267530 11.8198471 9.6459650 10.0100652 9.5321753 11.8602296 9.2964198 8.9304526 9.3260618 10.3551069 1.4332800 8.6937936 11.1560735 8.0461592 1.4332800 8.3291945 11.4980088 8.6098547 10.9234483 5.1520860 10.2666833 11.1218077 7.4593283 -1.1516825 -0.1516825 9.0577568 6.8595311 10.2298465 9.1232640 8.1220991 11.5062918 7.5065147 10.9676824 9.2058555 7.0331785 10.4351433 2.7551867 5.2233415 9.7797798 1.6556724 9.7078383 0.8483175 3.8927019 4.6296655 4.8926970 10.0717019 8.0056504 7.7062846 11.1556381 5.2507191 NA 5.2058538 11.1984140 11.3396556 11.5901918 11.0160353 11.2044804 10.1887100 8.3835790 7.8643316 6.2949736 10.8465413 12.9075635 9.8734430 11.4937368 -1.1516825 -1.1516825 9.7812564 7.8369883 9.3087595 10.5723910 10.1406252 7.9331117 13.4856076 14.4300337 3.5487449 12.1838334 8.5810985 11.6412971 10.3481494 NA -1.1516825 -1.1516825 7.1429239 -0.1516825 10.0473747 7.6652869 9.1244279 9.3015742 13.1006733 7.9980505 8.9343735 4.5487449 -0.1516825 11.1065751 1.4332800 2.8482974 9.7101659 9.6402804 7.2189913 4.3718655 8.2808455 11.3036307 9.2135325 8.8169702 11.3424091 9.4000119 8.1657160 10.9069717 4.7623913 7.5522072 8.2829318 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 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 3 1 2 3 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.421892e-06 5.548845e-07 -1.2395661 11.1219975 9.3539930 9.8029454 8.5934920 0.3455099 9.8769459 7.8690743 -0.2393958 2.6617040 3.8480670 8.5304399 9.0320650 6.6123510 12.4503816 10.2914959 8.2723545 9.6131314 11.9682264 3.8480670 10.2282075 10.3356684 8.8988737 9.3026666 6.5353889 9.3036337 15.1361166 6.0643828 -1.2395661 10.2045815 9.7926476 3.2841587 5.2201984 9.0285589 9.8866611 7.6123510 11.7359126 9.2802381 8.6554198 10.9011122 11.0569446 NA 10.4008469 7.9078070 10.9821891 10.7760170 10.5221532 4.7606042 8.7801926 4.1181520 10.3994904 7.2644276 NA 10.4369998 0.7606042 9.6629770 7.4679609 0.7606042 4.5419608 9.5934920 8.1952300 2.2200203 7.4471022 10.3586545 2.2200203 9.7960885 10.2378543 8.3549264 4.7148005 10.0488394 10.9761350 10.7798452 13.8385442 11.0700783 9.5919092 10.4714084 2.2200203 16.3108001 4.0085317 7.1868670 11.0147448 4.7148005 6.9797704 8.3642284 6.6794646 2.4610308 11.4614751 8.5168078 8.3132713 -0.2393958 1.7606042 10.0494681 0.3455099 8.8730414 8.7967755 10.4479776 6.0367253 6.4817010 14.4365865 7.0273885 8.4885222 8.5823761 7.4851160 10.9051296 9.0666637 11.1800355 8.7492865 11.1868667 NA 6.4610423 14.5781852 9.4567002 1.0824982 9.8612644 7.8131700 10.4696858 5.0273885 7.9797704 8.2138726 11.1402511 7.6794653 4.8691262 8.9663953 8.6629770 1.3455667 7.2484419 8.4868201 9.6659889 10.0943164 9.9065341 11.7149346 9.0013933 11.4910721 9.6802102 10.7187921 8.1133296 0.3455099 2.2200203 10.3739310 8.0156303 9.2504901 10.0785798 9.8124907 3.1529135 14.3455058 2.5679591 10.9488817 10.1609478 8.1312895 10.3123102 4.8691262 8.0847823 10.6965036 10.1307444 10.5304398 6.4679609 11.1771356 11.5081656 10.1170540 7.7829700 11.4614751 3.2841587 10.1084004 -0.2393958 1.0824982 -1.2395661 NA 9.6309667 9.0273885 8.5154893 8.6928167 9.8545147 3.2200358 8.5791843 5.7718301 5.5550185 13.0896975 9.9349035 8.3567918 10.5209061 12.3377947 9.9090785 10.8661832 9.8645454 12.1265143 9.2231042 8.8808398 10.6332768 8.5386790 2.6674834 6.9305268 10.7998638 11.4987660 6.6493453 8.4007565 11.6599589 7.6584472 10.4003949 7.3266560 9.7328638 11.3999427 8.5204902 2.3455667 NA 8.2159290 6.4044587 9.4008470 11.1367273 9.0915190 10.9058973 5.3605153 11.1781407 9.5062762 7.6883797 10.1301994 -1.2395661 4.5934912 9.3113487 0.3455099 5.8266908 0.7606042 8.5353726 4.4330262 -0.2393958 10.1884385 4.4885214 6.4471031 9.3104828 7.5719126 1.0824982 3.0825323 10.9572041 11.0709307 11.5779854 10.5695661 10.9308400 9.7535404 9.8360811 7.1301988 6.2700598 9.8533592 10.7898892 9.8467382 9.8956699 -1.2395661 NA 9.7967755 9.8253447 9.7563692 9.7905793 10.0746186 7.3113487 13.6784402 13.2644277 3.8480670 9.9485725 7.8626299 10.2179829 10.0740519 2.8480570 0.3455099 NA 7.2604482 NA 9.3502530 7.1952305 8.0273885 9.4731290 11.2439139 8.3266560 9.6255465 1.3455667 -0.2393958 10.4791348 3.7147950 0.3455099 10.3099053 8.2958773 6.9553593 10.1263776 7.8612644 11.4497264 9.1443062 8.0734850 11.6137165 8.8691265 10.1416041 9.5550178 3.3729521 6.4679609 8.6854146 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 -0.101 0.294 0.294 0.000 0.000 -0.329 -0.329 0.185 0.185 0.000 0.000 0.316 0.316 0.167 0.301 0.262 0.262 -0.347 0.000 0.000 0.000 0.000 0.000 -0.339 -0.339 0.360 0.360 0.000 0.000 -0.345 -0.345 0.000 0.000 0.000 0.000 0.000 0.000 0.322 0.322 0.000 -0.111 -0.101 0.294 0.294 0.000 0.000 -0.329 -0.329 0.185 0.185 0.000 0.000 0.316 0.316 0.167 0.301 0.262 0.262 -0.347 0.000 0.000 0.000 0.000 0.000 -0.339 -0.339 0.360 0.360 0.000 0.000 -0.345 -0.345 0.000 0.000 10.115953 12.359817 7.771829 10.862249 9.306532 13.233039 4.760604 4.970058 8.590325 5.760602 13.216314 9.618979 11.937243 10.612023 7.580654 8.260448 10.697976 6.195229 9.939889 11.807044 7.760602 8.695826 10.620249 6.900153 6.794025 12.579284 11.891816 10.563522 9.865856 3.714795 8.131290 6.522153 9.569566 10.929901 11.538884 8.889885 10.283674 6.461042 9.433911 6.863890 9.913521 11.601577 5.900154 6.804996 8.464506 8.358654 12.996317 8.481701 13.552731 6.918656 11.283674 10.303150 14.178586 11.374852 13.484636 10.362837 2.567959 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 male 2004 1892 NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 3 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 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 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 7 0 0 0 0 1.005728e-06 1.734014e-07 NA 11.17160341 9.83965385 9.12407813 8.59255496 9.06669602 9.74429567 10.02998604 -1.51086815 1.33325197 4.94869895 8.82911731 8.30304826 7.07422925 11.97081433 9.61338855 10.70176355 10.36117245 11.97999269 4.13311960 9.15903802 10.13582585 8.51579050 8.50468236 5.42000398 9.37953151 13.20227770 7.72048848 NA 10.24039269 9.97257908 2.57673980 5.61854995 8.84571898 9.87189123 NA 11.42387951 8.03423168 12.38824638 11.10075313 11.64724560 NA 10.27021694 4.86430502 11.05460730 10.37229222 6.47795250 1.81118328 7.50885804 3.53366301 10.69383827 7.61080044 NA 10.83516853 2.70493834 9.96464598 7.61080044 1.07423139 7.03616152 8.95483346 8.94972314 4.44346078 7.62625806 8.72528138 -0.51066259 9.89812762 10.50642353 10.25206446 3.34725461 11.48640431 14.34347812 10.01380893 14.31608871 10.19360310 9.35963186 10.30184562 1.81118328 16.57440762 NA 8.19489964 11.04121567 4.29661892 7.81794233 9.05341657 4.71808758 1.29454723 11.37724931 8.67369633 5.50049296 1.65919389 1.07423139 9.87351132 0.48923463 8.02259696 8.77928599 10.99433434 4.79304791 6.32215710 14.11791205 7.46654719 9.22735939 7.23073428 8.21036646 10.26323880 9.33397287 10.26980695 9.02551445 12.08090638 -1.51086815 10.04289641 13.91710376 9.63073563 2.48926033 12.01576641 7.33475686 9.93324671 3.24415640 8.52681415 7.25745102 10.74753871 7.83799558 4.61854995 9.41778544 9.28449516 NA 8.77928599 7.91553166 8.85121090 10.45973263 10.44091618 11.96463963 8.51440675 10.02357002 10.04625217 9.97459341 9.23825664 0.81122439 1.07423139 10.65197318 8.22904758 9.93635040 10.08499091 9.38862417 2.29663360 14.28088794 6.96904685 12.30914685 10.42295776 8.87405090 9.86539258 4.46654882 7.18275386 11.97660479 10.40850298 10.51336796 6.27062612 11.50733342 11.26980695 8.18797158 7.81794233 11.17991997 -0.51066259 9.62171546 5.13312371 2.39615949 NA NA 9.41778544 10.13762468 7.54725856 8.64028362 10.41650442 2.81120384 9.69567113 5.47795250 5.90711900 11.84654424 10.48149744 7.58729898 11.28895354 11.32984841 9.73974922 10.88265764 9.80837475 12.32156382 8.67909158 10.56541468 9.86972816 8.50468236 -1.51086815 6.96500040 10.21079357 4.76054565 7.89653464 9.33190044 11.39239583 7.46081054 10.23745999 9.12951203 10.01723282 11.20522913 9.26240638 1.65919389 -1.51086815 8.75253620 5.83799621 8.94767375 10.71928759 8.86864541 10.55468333 4.99706203 11.26561176 9.38711263 8.19662622 9.84075857 -1.51086815 6.13312371 7.51717331 0.48923463 5.01282787 0.07423139 6.61798311 2.94869428 0.48923463 10.62465584 3.88158632 4.63901215 11.21289187 6.63611560 NA 2.73718919 10.62048103 11.26960185 11.76116782 11.07305508 10.79133483 9.77177649 8.96398701 8.45216298 6.69857411 9.74547585 9.80101554 9.82186325 10.35731799 0.81122439 -1.51086815 9.30705027 10.00348812 9.57208153 10.13177016 9.58004125 6.90289481 13.02969794 12.31104115 2.18969807 11.19143983 6.54996329 11.56407764 10.09196608 1.07423139 -0.51066259 0.48923463 7.53366146 NA 9.82132612 6.78847561 7.90711961 9.12226245 9.39239578 7.60561137 9.45272679 1.07423139 NA 10.62401433 3.57672770 4.42000398 9.98112028 8.50468236 6.89865822 9.43324700 8.82800348 11.25227201 8.87081010 8.98811630 10.86945766 10.12317058 10.69139100 10.21676222 5.13730268 7.90711961 8.26570036 10.87647673 0.0148880 0.0148880 -0.7371400 0.0349590 -0.0117140 0.0100060 0.0058309 0.0377820 -0.2105700 -0.2105700 -0.2105700 -0.2105700 -0.0327230 0.0148880 0.0148880 0.0000000 -0.7625500 -0.7361700 -0.7361700 -0.7361700 -0.7361700 0.0349590 -0.7444700 0.0058309 -0.7541500 -0.7541500 -0.7634700 0.0075860 -0.7554700 0.000 -0.761 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 -0.736 -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 0.000 -0.761 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 -0.736 -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 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 1 2 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 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 6 0 0 0 0 1.838055e-06 5.202042e-07 NA 10.5000768 9.5204276 9.7817769 7.5525438 2.5553744 9.5412066 6.6267735 0.1403860 0.8123750 3.3627224 8.1919894 9.6949161 6.2488517 11.6953956 10.3611086 9.6241429 10.7396202 12.1002085 2.2558028 9.6079328 10.0532166 7.9498273 9.0896676 6.2348442 9.0290705 10.6109861 6.1176078 NA 10.1360943 10.2255784 2.3627224 3.5100251 8.3882546 9.8162843 NA 10.9227795 9.2374815 5.1403288 10.6361822 11.0882077 NA 9.3334418 5.1552756 10.9962339 10.0326170 9.2926120 NA 8.1252202 2.1403206 10.2989370 7.4592464 NA 10.8053137 1.5077185 9.1450158 7.6133563 -0.4445765 6.0710654 9.6481219 8.6599634 -0.4445765 5.4978806 9.3424510 2.4622618 9.7284171 10.2631552 11.0886944 6.0945232 11.8952078 11.3777364 10.8491237 13.8909296 10.3014592 8.6974719 10.5511318 0.5553254 16.7240026 NA 8.2713267 10.1965134 4.5553622 7.6560272 8.5022709 5.5997582 1.9030383 11.1677725 7.8468117 4.3102529 -1.4445765 3.8772927 9.8699480 4.8407653 8.5008084 8.4727367 10.7889844 5.9899927 6.7202716 14.1473837 7.3723479 8.9763777 10.3518099 7.8361356 10.5927504 8.1737501 10.1856318 8.1233206 11.3777364 NA 2.8032890 14.7846530 10.5721731 -1.4445765 11.7123958 7.8361356 9.2392367 1.1403206 7.9040927 7.8545730 11.4435372 6.9941565 3.5997582 9.2108953 9.2721842 NA 8.4180023 8.6872217 9.2790257 10.5233114 10.7760453 11.6996916 9.4524538 10.3611086 9.7507370 10.1838103 8.5944071 NA 0.5553254 10.3144207 8.7365169 9.6448153 10.0794166 9.7599359 4.2558028 13.7829055 7.3850876 12.6732513 10.1113917 9.9396089 9.2497226 3.9816335 6.9433822 10.6099690 11.0504703 9.7152360 6.6533969 11.2669156 10.8358455 8.0452125 11.2540694 10.8112785 0.5553254 9.1652268 6.4133453 1.7253049 NA NA 8.2171430 10.2484160 9.2198120 7.7841833 10.3524507 3.9816335 9.6514209 9.0432048 4.8772927 11.9156631 10.7550371 8.9347432 11.5874105 11.5676401 9.1874511 10.4652578 9.7352739 11.6360157 9.1992208 10.5714766 9.1919894 9.4418235 2.7252831 8.9260522 11.1910828 7.9871759 2.3627224 9.1451656 11.3493744 8.7841833 10.7525814 9.5160908 10.1824425 10.9763776 6.1099539 0.5553254 NA 9.5532499 7.1515544 10.8505597 9.8203938 9.1737503 10.6971525 7.8221514 10.6383919 9.1032233 7.5269084 10.0512198 2.0147838 5.6949164 9.3922041 1.5553744 7.3169160 2.8772927 3.1403206 3.5472277 2.7252831 10.7180707 6.8952141 6.5777324 9.8308956 4.8891474 -1.4445765 3.0789343 11.2032728 10.6378465 11.6114944 11.1656976 10.3436752 11.8285776 8.8361356 9.7483787 6.0581563 10.5160907 11.4320735 9.8044783 10.9737444 NA -1.4445765 9.8739076 8.3961428 9.2162521 10.5193445 10.0818639 7.8840398 13.6366401 14.7613679 4.3367261 10.9803183 7.7508597 12.6752785 10.1774165 -0.4445765 0.1403860 -1.4445765 7.7252899 NA 10.6312015 8.3301519 9.4584934 9.3218936 11.7587127 7.6872217 8.9691407 1.3627224 -0.4445765 10.9071322 -1.4445765 2.9476849 9.6301752 8.5983920 7.2661709 3.7252940 7.8103936 11.0796616 9.6187599 9.5297794 10.9366373 9.8641532 7.4257295 10.1879057 4.6565536 7.5326450 8.3578810 9.9298608 -0.0044312 0.0033299 0.0206230 0.0186630 0.6766000 -0.0045413 0.0072217 -0.0055375 -0.0528010 -0.0528010 -0.0528010 -0.0528010 -0.0044312 -0.0044312 0.0033299 0.0000000 -0.6956800 -0.6956800 -0.6956800 -0.6956800 0.0206230 0.0186630 -0.7128800 0.0160060 0.6547900 0.6547900 -0.0055375 0.0129340 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 male 2007 1172 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 2 5 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.491252e-06 5.202042e-07 NA 11.09911883 9.37014379 10.05457976 8.76405781 5.99554105 9.74531785 9.58981348 NA 1.65021311 3.35891664 7.70321216 9.10122590 4.40330863 12.36041262 10.88027151 9.71040783 10.37815968 11.78452574 1.94388383 10.01131337 10.30728370 9.30289637 9.84976725 8.42214973 8.97730196 13.71450843 5.73395624 NA 10.23236060 9.81115775 4.11380050 3.60722377 8.22000340 9.98645033 2.05935528 12.45521981 9.78465693 5.59732259 10.76432384 12.79113209 NA 10.02425235 10.41893677 10.21339528 10.51278510 9.08343039 NA 8.11046034 4.98827113 10.60891872 7.94950342 -0.64115367 10.79476902 NA 9.74800998 7.82448275 -1.64115367 4.88247676 9.88247844 8.42903760 2.81833931 7.81834826 9.81834810 3.16626554 9.63678501 9.20675676 9.77676891 5.60684489 11.63801771 14.33965851 11.13081854 13.65396788 11.01377621 8.51499961 9.71866592 0.94388383 16.21716462 -1.64115367 7.87658570 10.36699488 4.26580442 7.32470081 7.63504114 9.09277907 1.35890258 11.52004832 7.14217651 8.05414464 1.16626554 4.11380050 9.37084256 2.35890258 8.90001301 8.21378469 10.56745561 7.65123830 6.85076942 14.01246132 7.48562084 9.12627341 10.34795604 7.43037895 10.41745277 8.78098128 10.82116306 8.52130795 11.74881664 NA 4.98827113 14.54964781 10.21534200 0.35895883 11.45117808 7.43305792 9.42096256 7.90001301 7.15657763 8.05935636 10.73341256 7.20753955 4.00277452 8.58773514 8.90870124 -0.05619117 8.01891231 8.94011711 9.68815220 10.25221801 11.40876498 12.18279216 9.34475838 10.96878773 9.70432162 10.79041407 8.28179792 5.91350460 2.52884633 10.62921180 8.71976356 9.69151253 10.46023564 10.30509170 4.58773702 13.65332181 8.76405781 12.07926760 9.14681888 10.03134185 8.58171127 5.52884008 6.88247799 9.60565711 11.06993808 10.06282005 7.67179933 11.36812047 10.78675309 10.97247576 10.84373933 10.25865094 4.42500268 9.15339724 0.94388383 0.94388383 -1.64115367 NA 9.15576719 9.50612129 10.02380812 7.60446946 9.38373755 5.77676990 8.77571397 7.30436045 6.05935528 11.63198350 10.02113975 9.09277907 11.15678061 11.09764207 8.82754056 10.21806296 9.75498602 11.55966182 9.39509001 10.04541703 9.02957270 9.84222838 4.21689715 8.97638397 11.16203854 7.82654213 0.94388383 8.36242035 11.20519033 8.67179933 11.36594373 9.05848887 10.06282005 11.02735825 6.64431922 0.94388383 NA 8.66952927 7.29555406 10.48142095 10.66668648 8.85177121 10.72523868 4.66269543 10.64979929 9.17109371 7.65123830 10.10206782 3.40330863 3.88247676 8.73504181 3.00277452 9.11046060 4.52884008 4.35688328 4.31311522 4.60684489 10.88419258 5.64431778 6.90194812 10.53820358 5.63708853 1.81835976 3.52884633 11.59627582 10.61541998 11.24518462 10.95696894 10.52445160 11.19969437 9.56715087 9.43973408 5.63587916 10.52821517 10.80289597 9.70099120 11.83667473 0.35895883 NA 10.06022293 7.84071562 8.96161523 10.47915435 9.51752610 8.36313690 14.48196681 13.89270243 -1.64115367 10.82065167 7.75663371 12.58818592 10.47396008 NA 1.94388383 NA 7.66269686 2.88248655 10.00683798 8.65697895 8.82652211 8.88345831 12.55536488 8.35185488 9.09342285 1.68086442 0.68086442 10.79093629 2.16626554 0.94388383 9.79093637 9.19338761 7.73178130 6.52884164 7.51626340 11.57778238 10.50038500 10.05978964 11.06195484 9.70709128 8.02425263 10.18705299 4.48820006 7.06282005 8.58412407 9.53196895 -0.0020784 -0.0058066 0.0079175 0.0112610 0.0012481 -0.0101390 0.0081959 -0.0041546 -0.0276710 -0.0276710 -0.0276710 -0.0276710 -0.0214410 -0.0020784 -0.0058066 -0.0030475 -0.4566100 -0.4566100 -0.4566100 -0.4566100 0.0014086 0.0112610 0.0023581 -0.4560800 0.0055529 0.0055529 -0.0084385 0.0060666 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 0.425 0.000 -0.431 0.000 0.000 0.000 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.425 0.000 -0.431 0.000 0.000 0.000 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 3 1 2 4 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 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 9.363676e-07 4.508437e-07 NA 11.11435160 10.10378689 9.82456978 7.90265187 7.35868988 10.16005847 10.49057514 -0.07172444 2.20920380 5.51320016 8.83061249 9.31733075 8.19267995 11.98063558 10.05300487 11.28688854 11.31732815 12.09737940 4.83512572 9.75080813 10.18680335 8.75160464 8.52815011 6.55028967 9.15825774 12.87769932 6.49048028 -1.07187607 10.64933648 9.82910415 2.92823766 5.98352038 8.37532056 9.75557996 -0.07172444 11.24168725 8.36494881 11.94678528 10.58376803 11.68895728 NA 9.18444594 4.90551938 10.95025829 10.34872395 8.03676156 -1.07187607 8.29237179 3.45180456 10.66082872 8.11311287 -0.07172444 10.52952065 2.89539957 9.09062879 7.99701572 2.92823766 7.24112037 9.98148451 8.49238679 1.51318752 7.20436182 9.40700704 2.38766583 9.15585319 10.73156121 7.32055508 2.73558716 11.82599017 11.75040979 10.67684953 13.61495669 10.48378515 8.95614322 10.19794842 1.92823766 16.50869466 -0.07172444 8.41003661 9.51788843 5.11806066 7.03676156 8.22515344 4.05751959 1.25017333 11.65083141 9.22713625 5.09816266 1.92823766 2.25017333 9.82683874 1.51318752 7.43939708 8.45961891 10.56712567 2.38766583 7.09816266 14.27003411 6.86487575 7.97263120 8.79242364 8.54845705 10.68119914 8.63386963 11.01404168 8.98080535 12.74402087 -1.07187607 4.35450153 13.75791052 10.77411933 NA 12.16425153 7.63559624 9.18326591 6.42008991 8.41003661 7.75478598 10.92046757 8.55394602 5.01569827 9.24678026 8.66294710 0.92819975 9.16065830 8.54845705 8.69310881 10.74281981 10.79744559 11.66549310 9.12422473 10.30436273 9.73800543 9.87660458 8.77297432 -0.07172444 1.25017333 10.13403055 8.48282610 9.88627517 10.55986909 10.42708652 6.88243397 13.99222218 10.09690948 13.62428115 9.98487498 9.47898414 9.01702551 4.65615883 7.05235829 10.39838778 10.94713297 10.65275115 7.36286523 11.29023863 11.06650915 8.76112734 9.53649221 11.27419695 0.92819975 9.58675236 4.32055688 1.73560882 -1.07187607 -0.07172444 9.31086131 11.19736403 8.65445559 7.97263120 9.66234562 5.87075185 10.27696546 5.43603188 5.53645394 11.81717079 10.50755325 8.64762607 10.78544078 11.40042046 9.52907950 10.69186467 9.79397064 11.83550360 9.40902746 10.97842611 9.60309163 10.97365576 1.51318752 7.72589858 10.58689513 6.10725056 4.32055688 8.99021603 11.55394616 8.13280867 11.48354545 8.42608902 9.47513171 11.11497060 6.48282570 0.51318752 1.92823766 7.42009075 7.42009075 9.70877714 10.48282620 9.14982433 10.61867190 7.06266357 10.97236504 9.11063181 8.17853589 10.27475110 -0.07172444 5.35450153 8.11558940 3.62868029 6.38766927 4.09815844 2.99432628 2.83513583 2.38766583 9.88533932 4.25016575 5.19502469 9.47416709 6.32029693 -0.07172444 3.97262833 11.30978027 11.17616486 12.02495250 11.39507855 11.47994559 11.19590188 8.72913739 9.64591381 7.31827707 10.31625460 10.98250245 9.80091219 12.14210099 0.92819975 2.38766583 9.81545791 8.71614004 9.42708652 10.36286555 9.42608923 8.70137647 13.95290088 13.90895708 6.13769000 9.58287340 6.35810435 13.09283005 10.19150652 -1.07187607 1.92823766 -1.07187607 8.36077906 1.25017333 11.49312036 8.08305537 8.28358846 9.60595688 10.89726403 8.93386176 9.29687469 1.25017333 1.51318752 10.74081577 1.51318752 2.83513583 10.13647173 9.32698107 7.48282651 5.11806066 8.47898394 11.36884702 9.59712236 9.69807519 11.19414536 10.22817222 7.05752067 10.39686140 5.27891030 8.49619348 8.56848212 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 1 6 4 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 5.895648e-07 3.468028e-07 NA 9.8873504 9.4686652 9.7810656 6.9514806 8.1026996 9.5364433 10.1217890 -1.1571418 1.4914427 3.6503165 8.0103742 10.0209987 5.6503108 11.8739682 10.9599500 10.1648844 10.5390545 11.9034834 3.2352675 9.4975924 10.3202086 8.4184957 8.5810484 6.7618198 9.0053475 12.0195969 6.1738730 NA 10.0985751 9.7729544 2.0128904 3.3023922 8.2092784 9.6695048 0.4279279 11.1478780 9.2459683 7.0669578 10.9066884 10.9939728 NA 9.4549032 7.0956217 10.6094852 10.5158236 10.0651474 -1.1571418 8.1190807 3.9722423 10.2141884 7.6308590 NA 10.9363408 NA 9.3859881 7.7133212 NA 4.7736957 9.5886307 8.4447271 1.1649150 6.5082924 9.4502867 3.7009390 9.8457713 10.2869359 8.5241946 6.9304192 10.6335695 13.3131067 11.3660281 13.8792158 10.6478940 8.5623451 10.3338072 1.1649150 16.5620844 NA 8.5118412 10.3378119 4.2692202 7.4759514 8.1648843 6.4795814 3.2537019 11.7024911 7.0812182 0.4279279 1.4279279 4.1648828 9.4958013 1.4279279 8.0621250 8.5171485 10.6989927 6.4576665 6.6695045 13.6836851 7.6078281 9.0166334 8.1050510 6.4940075 9.9373706 8.3704333 10.3660281 8.3566839 11.1532851 NA 2.8429587 14.3285341 9.2555262 -0.1569810 12.0598537 7.7286525 9.4949050 3.4279145 7.6177437 7.9593001 10.5674702 7.2858997 3.7009390 8.4558249 9.3125980 NA 8.1850310 9.1179168 9.4109124 10.2812283 10.4958013 11.5560635 9.6414281 10.3363114 9.5011678 10.5717271 8.4990235 -1.1571418 0.4279279 10.0645434 8.8330602 9.9876973 10.2936521 9.6782172 5.3186892 14.1075455 8.4668379 12.8924645 10.2374190 9.1716312 9.0837476 4.5978410 6.0908831 10.6349331 10.9307506 10.0807637 6.4428689 11.7341229 10.9563729 9.5606328 9.4382138 10.1955515 2.5433969 9.0090565 2.6503050 -0.1569810 -0.1569810 NA 8.6373722 9.9786656 9.2817481 7.7286525 9.9909434 5.1648828 9.4344787 5.5433969 5.1581956 12.1309572 10.5016141 9.0908839 11.2155493 11.0484441 9.0091571 10.2686967 9.4741334 11.8984082 9.1850310 10.8691339 9.3487678 10.0813611 2.5433969 8.4222721 11.6797957 10.8187863 3.0908873 9.5325350 11.5608469 8.8914432 10.8656709 8.8072973 10.2967413 11.0453862 6.7316992 -1.1571418 NA 9.0414013 6.8316404 10.6643317 9.7978795 9.3328041 11.2350053 8.7377740 10.5498839 9.0979850 7.4051985 9.8928048 3.2352675 4.8653250 9.8646303 6.5011684 8.3207144 3.6503165 8.4811387 3.2352675 1.4279279 10.7887659 7.7795940 7.3704337 9.8805032 5.7151685 -1.1571418 4.3665181 10.6539295 10.5394892 11.1941716 10.8259498 10.4147089 10.9390125 8.5171485 8.8401359 5.9299945 10.9026388 11.5869492 10.1699474 11.3467820 1.6503050 -1.1571418 9.9882517 9.8597646 8.9566985 10.4269792 9.5759716 7.1512957 14.0260876 15.7048913 1.1649150 11.1589549 8.5464446 12.1620639 10.1473076 0.4279279 -1.1571418 NA 7.1828065 NA 10.6734794 7.9090452 9.0717750 9.2502240 12.1238720 7.9540922 8.8312718 1.1649150 NA 11.0988700 0.8429386 2.3023775 9.5649099 9.6045075 7.7040433 6.0524094 7.6045073 11.2117356 9.5802037 9.2921049 10.7198569 9.6607393 8.8928048 10.3075021 3.3677764 7.3267719 8.8159359 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 1 1 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.080817e-06 4.508437e-07 -0.05799229 10.08541310 10.19114338 9.05055448 5.26395834 -0.05799229 10.40248578 9.11200494 NA 0.39615949 5.22743304 8.29958215 9.25036901 8.22743208 11.24352610 9.10190137 11.12318222 10.39427114 11.88674199 4.58588793 9.58588606 10.31162731 7.64246982 8.16119841 6.55673901 9.15634908 10.55305469 6.28187997 NA 10.75581110 9.97545293 2.94202649 4.52699525 8.00272558 9.85042253 0.94200771 10.31598255 7.42584531 12.42231524 11.04400559 9.84591182 -0.05799229 11.25831145 3.40146664 10.35142085 10.73237843 9.22280070 0.94200771 6.60024150 2.94202649 10.78438031 7.24581032 -0.05799229 10.29186402 NA 8.80621610 7.23665046 1.52697021 5.40146323 8.60736583 8.06615110 -0.05799229 6.22743304 9.14170228 3.94202649 9.29517681 10.79065289 7.60736583 4.64247054 9.13182970 13.41383214 10.40759632 14.90456449 9.45575750 9.88454450 9.86980788 1.52697021 16.31727304 NA 7.77492012 9.83987537 4.52699525 7.73644590 9.40555421 5.58588493 2.52699525 11.29131116 8.60266769 2.52699525 NA 4.69691747 10.45674394 NA 7.09177704 8.51567698 10.62063003 5.15148137 5.46559252 13.80224398 5.43388417 8.91069669 7.04006172 7.00811932 8.83808984 8.38497322 10.50045064 9.51945876 12.08668818 NA 2.26396585 14.94896957 9.21582563 -0.05799229 11.25434567 8.40963532 9.82314397 4.46558926 9.40350932 7.95325709 10.60380806 6.78751997 3.64247054 8.43788479 8.81547392 NA 9.67504527 8.79689815 9.66824804 10.55857875 9.69189929 11.32439997 8.36829473 10.26845942 10.17325113 10.75981305 8.53766027 NA NA 10.48602839 9.09177704 9.18043458 9.59308163 8.71021408 7.33434749 14.59526689 6.36829517 14.51615036 10.10063961 5.82467367 11.98403124 2.52699525 6.87276721 11.10190124 10.06873435 11.18103172 2.94202649 10.74696763 12.16904412 7.11195462 10.41674993 11.37404979 NA 9.74938493 3.40146664 -0.05799229 NA NA 9.10944806 9.68349698 7.71681672 8.86684247 11.66402197 4.40145981 10.27182622 6.93071487 4.26395834 11.86832594 10.12814413 6.22743304 10.22511825 11.79143504 10.79065289 11.45575755 9.45378259 13.93115830 8.52323065 9.29075798 8.65970625 10.24009247 NA 7.36829430 10.63464545 10.15172693 4.58588793 9.47370372 11.04597339 8.12690525 10.21232529 6.91931028 9.66483746 11.12069479 8.51567698 1.52697021 2.26396585 7.95325709 4.74938409 8.73319298 10.50236273 9.43588545 10.95045857 7.38497365 11.74753602 9.70025313 7.68349716 9.12442430 2.26396585 5.82467367 7.71681672 -0.05799229 7.47341109 2.74938409 9.70181829 2.26396585 0.94200771 9.68012213 6.00811932 6.69691747 9.09937674 7.30133980 NA 4.64247054 11.26226636 10.89258585 11.53448698 10.86906710 11.65927793 10.50427239 8.15148340 6.17084843 4.95950588 10.33542039 11.28965133 9.38289914 10.38082175 -0.05799229 0.94200771 9.52323045 8.54936036 10.13678674 9.47173373 10.34504192 7.51945856 12.06808904 14.09312577 3.52699525 10.40146152 7.85300258 10.86163820 10.45772981 NA NA -0.05799229 6.69691747 1.52697021 10.21115667 5.55673901 8.15634908 10.06226786 10.88600981 6.68349716 8.50427239 2.74938409 -0.05799229 10.22047942 4.26395834 1.52697021 11.46999558 8.91644440 7.16119841 4.33434659 8.09684796 11.45427657 9.02417892 7.94203001 10.30944463 9.53484192 5.84892084 9.43988178 3.74938409 8.07645648 7.31706976 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 female 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 1 6 4 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 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 9.016873e-07 1.734014e-07 NA 10.232630660 9.717830451 9.797862841 7.371866361 7.506744737 10.016645627 8.411650378 0.406101238 1.869437151 4.049935653 8.536652862 10.150916042 6.798399219 11.640600278 10.699266358 10.321961570 10.818122695 11.969159234 3.106515831 9.260950574 10.329781093 7.840710586 8.442255979 6.929644259 9.012487386 11.792117096 5.798400515 NA 10.395476619 9.898936743 3.160968578 4.406080824 8.399020663 9.796788512 -0.008972553 10.432951371 8.458650220 3.654011561 10.541791459 10.728855351 -1.593789891 8.906923958 5.360279988 10.371505719 10.351160208 8.903933950 NA 8.083801604 3.213440607 10.290252632 7.709862692 -1.593789891 10.890895033 1.923339372 8.996669224 7.842793456 0.991027447 6.570989576 9.541791459 8.501479352 1.213440607 5.493544866 9.251572118 -1.593789891 9.495532682 10.448083465 11.333860142 6.493544866 11.241929301 13.787625122 11.147338438 13.531051589 10.452524088 8.463694789 10.184980691 -0.008972553 16.588515322 NA 8.674039338 10.037714000 4.472169304 7.493544866 8.066077886 5.865513061 2.401575859 11.326435049 7.227601504 1.728007558 1.213440607 3.264055953 9.790865852 1.213440607 7.511990580 8.170953557 10.633397242 6.869606181 6.972136604 13.993566715 7.785460315 9.047230815 9.010635517 8.431221784 10.434392311 6.422890609 10.478549812 8.165970208 11.471329993 NA 1.991027447 14.045225001 9.941357540 -1.593789891 12.439677232 7.985397963 9.460007967 3.106515831 8.598374883 8.106522113 11.383183165 6.857293064 3.832343205 9.386935720 9.237389480 -1.593789891 8.363184221 8.926700723 9.737559006 10.486233488 10.948388624 11.346737101 9.857808421 10.448083465 9.721231658 10.428449998 8.780165389 -0.594007640 -0.008972553 10.078949474 8.677545239 9.468128330 10.489561500 9.907421740 6.020791085 13.567017163 8.768025818 13.214845281 10.308080391 9.671111113 8.578509689 3.929639526 6.929644259 9.851097027 11.198465792 10.267556865 5.998538531 11.234188914 10.888385955 8.400435462 10.430875576 10.771857772 3.106515831 8.725573827 3.991045593 1.213440607 0.406101238 -1.593789891 8.626460675 10.730544011 9.678711924 7.787625091 9.625165995 5.889896944 9.345661383 5.952976485 5.417309082 11.935146629 10.440881104 9.079391179 11.391034582 10.927682643 8.721039360 10.085122399 9.999473264 11.549943654 9.033615990 11.021941670 9.595289002 11.457291093 3.213440607 8.884851860 11.254118216 10.154853670 1.406101238 8.936907904 11.438300130 8.786543109 11.197041507 8.312972781 10.423238529 10.944998595 6.798399219 -0.594007640 -1.593789891 9.165970459 7.092582739 10.767203472 9.724059998 9.226261172 10.545633480 8.436749431 10.921722914 8.856262419 7.679877666 10.229051306 3.865513061 5.049940008 9.327179179 4.020795529 9.189080292 5.300899788 2.493544866 4.213440607 -0.008972553 10.753980356 7.197245203 6.991044459 9.750322607 5.317054383 -1.593789891 4.133999096 11.056011937 10.599915538 11.371325364 11.139521232 10.821823957 11.428103124 8.822879571 9.204554027 6.700196937 11.075410155 11.985515978 10.128462766 11.849414289 -1.593789891 0.991027447 10.008780989 8.579759427 8.619186288 10.374749016 9.610041880 7.861409537 13.759849287 15.618901498 2.213440607 11.558050042 7.889353678 12.633848501 10.226261172 0.991027447 -0.594007640 -1.593789891 7.665825498 NA 10.945022818 8.335340775 9.261729426 9.608818296 11.985280222 8.522426171 8.978175891 1.865522959 NA 11.196430677 0.728051108 1.728007558 9.573500260 9.996201307 7.964502602 4.049935653 7.625250760 11.276254184 9.992921913 9.868073085 10.669644769 9.555194196 7.348596270 10.438816694 4.980185286 7.583501784 8.748156950 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 2 1 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.629973e-06 5.202042e-07 -0.4593775 10.2331839 8.6953866 10.1348929 8.9958957 10.2401408 9.6451672 9.3280629 NA 2.0591130 4.7104924 8.6595093 9.7536726 6.6595093 12.0651101 11.4262648 9.9897171 11.0015361 12.0515797 2.5405729 9.6412308 10.1717454 7.9499592 7.5684745 7.1028103 9.7167415 13.6922985 7.6698517 -0.4593775 10.2625220 9.9814376 2.5405729 4.3479207 8.9350309 9.3687048 1.1255189 10.4816160 9.8703647 7.5005702 10.2582448 10.5489970 0.5405233 9.8397763 4.7104924 10.3985494 11.4143969 9.9199468 1.8625109 8.0989890 2.1255189 9.4429435 8.5092350 1.1255189 10.2862427 2.3292671 9.8919052 7.7789734 1.1255189 7.1028103 9.3766188 8.3087527 2.1255189 5.0000000 8.5489972 7.7402408 10.0748713 8.9563102 12.6595095 5.9668342 13.3280629 14.5164611 10.9101657 14.1631350 11.1146888 8.8166928 10.6005888 1.1255189 15.6762576 NA 8.4889355 10.5531930 4.5849625 8.1179973 8.1441948 8.0797274 1.1255189 11.4201516 7.8127780 5.9499597 3.4474602 3.3479207 9.1826201 3.0000000 8.8259707 7.4170854 10.3463123 6.9414479 6.9156081 13.3094764 8.7303930 9.2820355 9.4801476 7.7500216 10.0938617 7.6280314 11.1344263 8.2410083 10.3471181 NA 6.2820357 15.0168064 9.0102103 3.5405729 11.0498485 7.5849625 9.7316276 3.4474602 8.1880270 7.6595093 10.4459554 7.9371731 4.1255271 9.6517040 9.2513747 1.5405729 8.9605285 8.2718874 8.9090749 10.1969933 10.0777868 11.5654137 10.1826201 10.2530953 9.3734583 10.1515931 8.4349922 2.3479207 1.8625109 10.2659346 9.0893904 9.5320902 10.1227104 10.0845669 4.0000000 14.1135054 4.8624960 10.7979562 10.0989891 9.8363373 8.4594316 3.7104924 6.5849625 11.7837424 11.4239754 9.5808581 7.9457101 11.8005175 10.6253768 7.7054755 9.4353861 11.1584949 3.1255354 8.7514831 6.7789734 4.1255271 0.5405233 -0.4593775 9.7142455 10.6432002 9.4962183 7.7204775 9.9254493 4.9328880 9.2887611 5.4947644 6.0483626 12.4138202 9.9318120 9.1969933 11.7285390 10.8931636 8.7279205 10.4117035 10.1142155 10.5835957 9.5559835 11.1740178 9.6890449 8.0404141 -0.4593775 8.3153556 12.3724694 11.3191918 3.1255354 8.0471337 11.4470832 9.3333587 11.8271261 8.7789730 10.2837198 11.0478675 7.5739917 0.5405233 NA 8.9731104 7.0797269 10.8545851 9.5503970 9.3268380 11.5088752 8.0122435 10.5483456 9.2235630 7.5573764 10.5020181 1.8625109 4.6280328 10.5883740 NA 10.2059043 1.5405729 2.8624911 4.7500222 2.8624911 11.0927571 8.1916199 6.6903151 10.9757177 6.9538577 -0.4593775 3.7884978 11.0005122 10.7524567 11.5482965 11.2887612 10.3805594 10.4209172 8.6801197 9.0463800 6.7983331 11.2204882 11.7491076 10.4683464 12.2908567 0.5405233 0.5405233 9.8073549 9.8328900 9.3860584 11.1460479 9.4323521 7.3860582 13.7845605 14.7659265 6.1699250 11.5753674 8.6753283 12.4300724 9.8726049 -0.4593775 NA 0.5405233 7.7402408 2.1255189 10.1525153 7.9751968 9.5278324 8.0951570 12.2937851 8.3414681 9.4071983 -0.4593775 1.8625109 11.2054600 3.0000000 3.7884978 8.9025123 9.4564479 7.4414353 8.6903155 8.4860124 11.2036817 9.6788402 9.5822276 11.4694568 10.1635353 8.2921122 11.2357967 5.2090283 7.9199466 9.3623423 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 male 2007 806 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 3 4 4 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 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.17913e-06 2.774423e-07 -1.06884647 11.42651264 9.45177592 10.21569218 9.50669655 7.70099519 9.48238487 9.30998308 NA 1.53047033 3.99724724 8.62202838 9.49005622 6.24404029 12.03755660 11.10655084 9.00127813 11.34438846 11.62311880 2.17909697 9.11355153 10.22606509 8.36369893 8.65652354 5.77036128 9.14850912 14.59761913 6.47418941 -2.06854386 10.14760002 9.56233421 3.95352600 5.19794400 8.80997451 9.21771493 -1.06884647 11.75303084 9.59604883 8.79766347 10.26487171 11.02935384 -1.06884647 9.23322492 3.39058515 10.61261531 11.52256270 9.56778195 -2.06854386 8.20728184 3.25308163 10.04912498 7.80306232 NA 10.33809299 2.43514850 8.68040665 7.58400189 0.93115353 7.28650879 9.93818447 8.81913934 -0.48378309 6.42300999 9.62013751 NA 9.05850672 9.88317036 9.74573969 5.77664621 12.58284636 11.35124906 10.96303073 13.64438264 11.21091293 8.64441477 10.54494666 3.14061508 16.11384741 NA 8.34689884 8.46448694 4.81380171 6.97007597 7.50290975 7.30184459 1.88444163 11.26961511 8.51358154 7.14304540 1.51611603 2.45472864 9.33096930 3.90843826 8.72557315 8.31053553 10.26598921 5.77664621 7.35111768 13.29488137 7.91272470 8.89333035 11.06365697 7.14061099 10.59452186 9.58624064 11.17254458 8.10733060 11.84498165 NA 7.97418454 14.62654868 10.40156189 -2.06854386 11.17358707 6.84104976 9.49244528 3.10107853 8.59915560 7.62812470 9.83390919 8.38956380 4.51612234 9.53060532 9.12344997 NA 8.67009393 8.71742693 9.45422916 9.83126924 9.94552650 11.99252423 9.48957806 10.45569894 9.38442783 9.73043889 8.24333681 3.25308163 1.73850845 9.72962907 7.94657238 9.30360337 10.63916341 10.76206855 4.50101232 13.78741255 5.52361527 11.12868115 9.25026478 10.37461884 8.95837204 4.71251875 5.86189335 10.57117621 11.56472017 10.28457983 8.21540292 12.08390396 10.76562831 9.94098582 8.49911319 10.85467043 3.28871292 9.45646757 4.42301335 2.10107853 -0.06884647 -2.06854386 9.75849990 9.68687936 9.61853288 7.53848772 9.25093103 7.68102682 8.95352513 5.83804665 6.79534357 12.35447015 9.81647235 9.67767155 12.09614271 10.97776968 8.81510626 10.19852915 9.73246136 11.26277403 9.54724660 10.75929376 9.69801319 8.82673247 3.76404885 8.08217353 11.60214539 11.10750650 4.90843826 7.99801324 11.34438846 8.47031600 11.90189229 8.35111724 9.77232843 10.82180156 7.29529232 2.39058515 -2.06854386 8.61239563 7.49148997 10.06910896 10.24715589 8.60358258 11.14106750 6.28870923 10.75173911 8.87073644 8.16956178 10.35138065 1.25308163 3.88534984 9.77468577 1.25308163 6.45471878 4.81380171 4.73774083 4.19794400 -0.48378309 10.92321048 6.39876250 6.13572775 10.58322242 6.58686680 -2.06854386 3.78913453 11.31621075 10.33550056 11.76503563 11.12791303 10.48286552 11.34835050 8.24063346 9.53709510 5.66661175 10.59804692 10.82956966 9.91521956 12.07669143 NA 0.25314215 9.89585910 9.64969018 9.17492618 10.96910054 8.76483809 8.15153566 14.41155303 14.10692119 3.06044519 10.75909532 7.74575566 12.37053365 10.04782613 1.93115353 -0.06884647 -0.06884647 8.14426157 NA 10.25591446 9.19969933 8.82142163 9.05269085 11.81761594 7.89549834 9.09415899 2.39058515 -2.06854386 10.86908276 3.65907970 3.48574882 9.30402224 9.32722679 7.59826842 8.92409573 7.93958568 11.48538632 9.65737544 10.17135234 11.24020722 10.10389728 9.46789019 11.43287007 4.67383906 7.96182414 8.86558544 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 3 4 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 1.075089e-06 2.774423e-07 NA 10.9365701 10.2842511 9.7756065 7.0472123 5.6636634 9.5556141 8.6516800 -1.1177874 1.2271249 4.5547300 8.9551076 8.7183555 7.6992886 11.7601642 9.4175804 10.7414515 10.3195369 11.7725692 2.6896570 9.0396519 9.8914338 8.1373334 7.4672673 6.3169331 9.2959328 14.1670206 8.1038920 -1.1177874 10.2431521 10.3483814 2.9697675 5.8935321 8.9855926 9.1537681 NA 10.2799796 8.4988540 5.0917591 10.0856529 9.9301105 -1.1177874 9.2076103 6.6170148 10.9796787 9.4058669 7.8189432 -1.1177874 7.6371922 3.1302390 9.8365012 8.0547324 -1.1177874 10.3708330 1.4332265 8.7588218 7.8595851 0.4672795 6.9430012 9.1985865 8.6620242 -1.1177874 6.3169331 9.6463472 1.2042033 9.7112347 11.0547324 7.2789094 3.6896570 10.3895991 9.4672675 10.3605689 13.5818774 10.4859313 9.2713986 9.6710233 1.6896570 16.3916702 NA 8.1815131 10.8706346 4.5547300 7.5080134 8.0320523 5.9266992 2.1617910 12.0333215 8.8517634 4.5827427 0.4672795 1.6896570 9.5888010 1.8822909 8.3641044 9.1099210 10.9229372 6.1302328 6.4970151 13.7641837 7.2266010 9.1803674 8.0446963 7.9294289 10.0160700 7.9777018 11.3638522 9.0282371 11.7203270 NA 2.2042346 14.6239036 10.4204939 -1.1177874 11.4320896 7.9829673 10.1774999 2.3417296 8.0218561 7.9537675 10.6426091 8.4896353 3.4672664 8.7846800 8.8907336 -1.1177874 8.6783445 8.9239642 9.3468508 10.3463401 10.4928684 11.2808429 8.7246554 10.1308256 9.5225500 10.0339558 8.3107277 2.5827487 -0.1176308 9.9122823 9.3106650 9.6389863 9.9060593 9.8724089 6.0721294 13.7486180 9.4831471 14.1511759 9.9039790 8.6504892 10.0868761 3.9267016 7.0064259 10.0547325 10.4970148 10.6488339 4.2398563 10.8642289 11.2901038 10.2431521 9.7702871 11.3678827 2.4672795 10.1172482 2.7891867 2.3417296 -0.1176308 1.2042033 8.8115635 11.3268022 8.0522300 8.5279633 9.5759922 6.7649485 9.5818773 5.1677072 4.0115851 12.0091707 10.9402967 8.2154602 11.5982669 11.6952844 9.7722575 10.8787784 9.3190166 12.1812267 9.3701451 10.2354518 9.5818773 9.6144724 -1.1177874 7.7309279 11.1438123 5.8747330 1.6896570 9.5650889 11.4754626 7.9908295 10.6148964 9.0659403 9.0733642 10.9724174 6.6767202 0.4672795 -0.1176308 7.4710200 6.1951881 9.8787785 10.7641837 9.6178610 11.3009482 5.8480896 10.9076314 9.2573445 7.9157282 9.7549798 0.8822909 5.6371929 7.1860855 8.3801567 7.3293882 1.8822909 9.3106232 4.2042346 1.6896570 10.5166623 6.0421759 5.3580375 8.4728918 5.6237732 NA 2.9697675 11.0874873 10.5696807 11.6560623 10.8896827 10.9205381 11.1111237 8.1792214 7.8935321 7.1225236 9.4616208 10.0276003 10.1396928 11.5494165 2.7891867 -0.1176308 9.2616834 9.2980468 9.7040790 10.1391034 10.1402820 8.3600631 12.1364478 13.4302839 NA 9.8759510 7.7267284 12.2557139 9.6161676 NA 1.6896570 1.8822909 7.1769261 NA 10.8854715 7.0868761 8.7402861 9.8893322 11.2090153 7.3940579 9.1333020 -0.1176308 NA 10.9697678 2.0522420 2.2042346 10.1929177 9.1746266 6.9697675 4.1302308 7.9212239 11.3366042 8.9253322 9.2885099 11.5443057 10.0440667 6.7340538 10.2654692 4.3085720 7.2616831 8.0572304 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.665 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.663 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.665 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.894930 12.054732 10.353472 9.975062 8.014162 11.764566 5.637193 1.467279 9.290635 3.582749 11.987886 9.024271 8.039652 9.643598 7.861044 8.633849 11.456425 5.610225 10.308045 10.014805 7.839407 9.265588 9.828239 7.378160 7.226601 11.142048 12.734639 9.548529 10.033956 -1.117787 8.850972 6.617015 9.679966 11.056294 10.660382 8.574049 8.622086 6.186086 9.519836 6.824820 7.167707 10.177500 5.239856 4.374156 7.676721 9.696887 12.211260 9.182658 12.963955 6.003735 11.546530 9.217695 16.125516 10.885471 13.509953 10.412223 NA 10.549860 8.508014 11.097535 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 4 2 3 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.456572e-06 5.895648e-07 NA 10.7668303 9.3704599 9.2138896 8.3545884 8.7192848 10.3239431 7.9741989 -0.4655399 1.8592142 4.8563384 8.5567773 8.5760686 6.7340823 12.2760871 9.4016883 9.1042651 10.4032320 11.2597757 2.8563284 10.6643363 9.7414237 10.1719400 9.4651468 6.2486544 9.6675516 13.8151077 7.5733283 NA 10.4929621 9.7858918 4.3923930 5.2623317 8.6917564 9.5456368 2.1193562 12.5489530 8.5484301 6.6429340 10.8614006 12.4549484 NA 10.2529424 10.8226988 11.0451736 9.7030815 8.1417398 1.5344103 8.0382353 3.7823352 11.1056880 7.0020150 NA 10.2169476 NA 9.8221218 7.7192848 -0.4655399 5.5788029 9.0599303 8.4973054 2.5344103 8.3923904 9.1944052 4.0579701 10.0232538 10.7710217 4.7823352 2.3417581 10.6145608 11.2606276 10.3830324 14.0431327 10.2917995 9.8495590 9.6559430 -0.4655399 16.2935044 NA 7.4413000 11.1435882 4.8919635 7.6429340 8.4201059 3.9267301 1.1193562 11.3517928 9.0944939 8.1268665 0.5343605 2.8563284 10.0870785 NA 8.1380357 8.6165584 10.3239431 5.6218731 6.1042654 13.8640656 5.7438623 9.2486548 5.4651452 8.0422038 10.7030000 8.2383130 11.1642214 9.3529915 11.5546949 -0.4655399 6.6324413 14.6469711 9.5442381 3.5344103 9.9763161 7.1782655 9.7487286 6.8563371 7.5116894 7.9979337 10.8619621 6.8472929 4.7823352 8.6350716 9.0060845 4.6636919 8.3353095 9.3767599 9.3720373 10.0192324 9.4517815 11.9057341 8.3417643 10.7068369 9.9438003 11.0412129 8.4693976 2.5344103 2.1193562 10.2775608 8.8630845 8.5484301 9.6218722 9.4958592 4.1782685 14.7810758 9.1527949 12.8839671 9.5733285 6.7438623 11.0307640 4.2892959 7.4472990 8.0966519 10.0121676 10.8111154 3.6218760 10.2120939 11.6145607 9.9029159 7.2417687 11.6202138 2.7043408 10.0252603 -0.4655399 2.8563284 NA NA 10.0009957 10.8093699 8.4231525 8.8359058 10.3576015 4.3923930 8.9050969 10.4584796 5.8011949 11.8689621 9.6205457 7.3157691 10.3791151 11.5944298 10.1249965 11.2283319 9.5259312 12.7063681 9.1601182 9.6752392 9.3908349 8.1854612 -0.4655399 5.9606739 10.8506910 6.9712872 4.4412976 7.6162923 10.9876801 7.9181137 10.2495135 8.8290301 9.4592220 10.8919614 8.2992808 2.5344103 NA 7.6218724 5.0579701 8.9627697 10.9299436 8.5344095 11.0387319 5.4651452 11.2061495 9.6072119 7.7535778 9.4170525 NA 5.1782645 6.9856211 1.8563483 6.2209103 1.1193562 6.2209103 4.3417652 -0.4655399 9.6258449 6.3672994 6.4651468 10.6210300 7.0501088 -0.4655399 3.9267301 11.0412129 10.7168038 11.4889693 10.7377575 11.2050657 9.5828964 8.2209098 7.2138896 6.2594683 9.5896918 10.2278964 9.6828859 10.7062117 2.8563284 NA 10.1854611 8.9648621 10.0579714 9.2226597 10.2209100 8.1997455 11.7392862 13.1518769 1.1193562 11.4835066 7.8876885 12.0040513 10.2174040 0.5343605 1.5344103 NA 7.5344095 8.2383130 9.8070393 6.5456364 8.5287627 9.3124866 10.6980591 7.4827765 9.0638400 6.2892978 0.5343605 9.7438628 4.3417652 4.1782685 10.0928302 8.7511554 7.0422044 7.3609577 6.6739606 11.2779816 9.5498245 8.0262623 10.9907639 9.2892969 9.3025937 9.6739607 3.5901229 6.9094491 7.9310140 11.6774737 0.0038854 0.0045800 0.0034687 0.0065262 0.5971000 -0.0103700 0.3063300 -0.0114730 -0.0087146 -0.0087146 -0.0087146 -0.0087146 0.0038854 0.0038854 -0.0088145 0.0000000 0.0041632 0.0041632 -0.6351900 -0.6351900 0.0034687 0.0065262 -0.3137700 0.3063300 -0.3113200 -0.3113200 -0.0114730 -0.3142400 -0.3082700 0.000 0.000 0.000 0.000 0.302 0.302 -0.314 -0.308 0.000 0.000 0.000 0.000 0.000 -0.286 -0.286 0.000 0.000 0.000 0.000 0.305 0.305 0.293 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 -0.314 -0.314 0.000 0.000 0.306 0.306 -0.303 -0.303 0.000 0.000 0.000 0.000 0.000 0.000 0.302 0.302 -0.314 -0.308 0.000 0.000 0.000 0.000 0.000 -0.286 -0.286 0.000 0.000 0.000 0.000 0.305 0.305 0.293 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 -0.314 -0.314 0.000 0.000 0.306 0.306 -0.303 -0.303 0.000 0.000 9.433766 12.784560 13.394332 9.675239 6.684157 11.675239 3.856338 5.026264 9.367299 7.111838 13.301249 10.297912 8.081304 10.383150 7.308933 8.010143 11.182767 5.743862 10.269119 11.089957 8.210366 8.386408 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 1 2 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 1.109769e-06 4.161634e-07 NA 10.09639114 9.46198256 9.96246935 6.59576173 7.39961973 9.51724990 6.34527040 -1.60867219 -0.31598922 3.39119031 8.53457408 9.72881268 6.59086246 11.62540945 10.44918249 9.12759279 10.46666994 11.77583963 1.56110614 10.46365832 10.21893043 6.80904266 7.45188696 5.87500593 9.12420611 8.38978103 6.79633169 NA 10.13181478 9.80587605 2.56110614 3.43558859 8.35264025 9.84703166 NA 9.76840121 8.88003498 1.85063943 10.48592830 9.54980045 -1.60867219 8.85675729 4.52047254 10.86006929 10.55043138 9.58471621 NA 8.16926813 0.97614364 10.13518366 7.92257251 -1.60867219 10.93683100 1.39121781 9.26694017 7.71986588 -1.60867219 6.01324338 9.35336388 7.95724485 0.39121781 5.45727909 8.82790221 1.85063943 9.99481715 10.38342102 11.34883696 6.09855010 11.50663601 15.55639219 10.90417803 14.31959346 10.22645169 8.88904271 10.65944029 1.56110614 16.58021415 NA 8.63078913 10.16391769 3.56111836 7.73104065 8.09336369 4.58101374 -0.02385636 11.58302112 7.19599911 7.88103869 -0.60889220 4.32192809 9.72210770 4.03504320 7.37987564 8.26770760 10.65387286 6.40241863 6.82164389 14.29756467 6.99110343 8.90886003 9.10972359 7.69953012 10.33897009 7.02054776 10.80005118 8.31896889 11.26213338 NA 1.85063943 14.35223342 10.65827005 -1.60867219 13.02071814 8.15107897 9.20176249 2.85061942 8.47997908 7.91475286 10.81404398 7.10199667 2.71312390 9.28676612 9.12420611 -1.60867219 8.13770485 8.59942529 9.19532176 10.60459882 10.56205473 11.68541372 9.46600119 9.95486369 9.80693252 10.45525981 9.06805567 -1.60867219 NA 10.84677481 8.78243445 9.55546916 10.40171888 9.81272972 4.54093859 13.65541342 11.01232689 12.81942005 9.74323422 9.37061592 9.36129661 2.29807173 7.28297441 9.32930011 11.00106205 9.86641750 6.05652717 11.49285297 10.83672301 6.58594801 9.31748678 11.24722717 0.97614364 9.38956251 -1.60867219 -1.60867219 -1.60867219 NA 8.21773916 11.16371156 9.47467006 8.13434212 9.84371005 5.85062193 9.09509421 9.03864908 6.32623711 11.60839118 10.39996946 8.98738056 11.51886271 11.30576275 9.07330746 10.52111769 10.05741480 11.74750518 8.97803056 11.25227769 9.40521126 10.73715031 2.19855701 8.99388972 10.92646613 10.33187503 2.09163214 8.66506796 11.65490011 8.99944564 11.24547481 7.97239110 10.22921285 10.82347162 6.26770807 -0.60889220 NA 8.76187829 7.39119117 10.74351009 9.30258272 8.74984195 10.57451595 7.96483814 10.70916861 8.93712043 7.31600360 10.02962667 1.19855701 4.93034941 10.18601269 4.19854916 6.62481007 6.62001010 0.71307990 4.58101374 NA 10.90664419 7.94001284 6.58594801 10.07811584 5.31505172 NA 2.91475585 10.89700228 10.82712140 11.48543342 11.33223839 10.15689119 11.23766057 9.47400501 8.97808692 6.21168976 10.21972395 11.10715272 10.07725355 11.30408010 -0.02385636 -0.02385636 9.61639813 8.88904271 9.04224241 10.39371747 9.56798725 8.14774730 13.87708294 14.25116224 4.78350904 11.59851018 7.84089686 13.05963258 9.94625918 NA -1.60867219 NA 7.47067514 1.56110614 10.79660619 8.05118664 8.92743784 8.73770434 11.44901330 7.98551523 8.98451644 0.39121781 -0.60889220 11.02441305 -0.60889220 0.71307990 9.36560528 9.66265378 7.59331492 5.73991829 7.56361805 11.34575063 9.89799425 9.18641885 11.78806306 9.68351242 7.82998271 10.18194645 4.53869956 7.55609752 8.76514352 9.63614914 2.0382e-03 -5.9669e-04 1.1497e-02 7.7359e-03 7.3447e-01 -5.7179e-03 1.7607e-03 -6.2707e-03 3.7042e-03 3.7042e-03 2.4187e-03 6.9011e-03 -8.0665e-03 1.4044e-04 -5.9669e-04 -2.0317e-02 -7.7399e-01 -7.7399e-01 -7.7357e-01 1.1497e-02 1.1497e-02 7.7359e-03 5.3715e-03 1.7607e-03 3.4264e-03 3.4264e-03 -7.3760e-03 -4.2261e-05 -3.5049e-03 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.0946618 11.6476943 14.2493661 10.6281019 9.6515223 12.0205474 2.1985570 0.3912178 7.8464150 1.1985570 11.9583150 7.7924754 4.9610445 9.6500336 8.5049719 9.1351837 11.8664175 7.6603176 10.8536930 8.0350470 9.0296268 8.3341012 9.1605328 8.5434758 7.8547151 11.0987656 14.3857210 9.4892228 10.5785428 -1.6086722 8.9098439 7.0741854 10.0772535 9.8454901 11.2975177 9.4464732 9.0968232 6.6995294 9.6266067 6.2113705 5.9147535 8.8444613 5.0776916 4.3684680 8.7520377 8.6331740 12.8545235 9.0750627 12.5056651 5.6669440 10.0574148 10.8465180 16.7678037 11.6297448 14.3820481 10.8852963 -0.6088922 10.4287378 11.0879410 9.6462194 8.8719810 8.9873806 9.3211887 10.1105796 8.7727335 11.5745113 4.1985492 5.2738329 14.0849132 11.3274606 9.2980814 6.7131184 8.9966704 NA 11.7295093 NA 12.7916700 11.5251276 11.1084388 10.9233031 10.2189304 6.1259011 7.0950942 8.8709710 8.7142455 5.3569748 12.9585497 2.7131239 15.1005169 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 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white NA 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4.855239e-07 3.814831e-07 -0.2582526 9.5608983 9.5351159 9.8226011 6.5746737 3.0148016 9.3367301 6.4575861 -1.8432151 1.9703383 3.8006722 8.0271856 9.9229359 5.5491393 11.9445197 10.8163711 9.5987279 11.0128575 11.6138172 2.3267387 9.8706372 10.1673493 8.0516391 8.9633707 6.7304688 9.6546729 11.0387151 6.6606463 -0.8432151 9.9702015 9.7879982 2.2442782 5.0756824 8.3952256 9.7061245 -0.2582526 11.1650746 9.4508675 4.5318618 10.7562691 11.2148129 NA 8.5997645 7.3589448 10.7527779 10.6371065 10.3129042 -1.8432151 8.0287266 3.0148016 10.0685877 7.8779203 -1.8432151 10.8129286 1.1622100 9.3111963 7.2522179 -1.8432151 6.3711406 9.6451634 8.8212686 0.7417474 6.5275083 9.0801486 3.2012104 10.0949304 9.7916321 10.3276851 6.8607245 11.4979618 14.1862593 11.2736524 13.9792177 10.7396687 8.8006052 10.4586031 1.1568496 16.1341346 NA 8.8476922 10.1522350 4.2861049 7.7266766 8.2039450 6.6606463 1.9517743 11.5264184 7.8294589 3.2012104 1.8572644 2.6803919 9.2235830 4.0637100 8.0919859 8.0756845 10.6656063 6.9348986 6.9016549 13.2158698 7.7934459 9.1532946 9.7262021 7.2809424 10.5601500 8.2627296 10.6075169 7.9817796 11.1339221 NA 4.1791925 14.6582540 10.1308771 0.4787130 11.3871418 7.2963721 9.4288676 5.6803834 7.4606017 7.6626328 10.6947675 7.4491429 4.7567351 9.4759287 9.3236119 0.1567849 8.2692604 8.5904067 8.9633707 10.6317945 10.6838093 11.9261610 9.8787747 10.3091059 9.3838354 10.3435544 8.7078757 -0.8432151 1.1568496 10.1458607 8.8345409 9.7993558 10.3859404 9.7966140 4.3065685 13.9129604 8.6172772 11.6574141 9.4230220 9.9175411 8.6131754 4.6325532 6.6325547 11.3823298 11.3572600 10.1571733 7.3808229 11.4619310 10.7504456 8.8123519 10.3198418 11.0050528 2.3267387 8.7990896 3.6162518 0.1567849 -1.8432151 NA 9.1645492 9.9681958 9.8555259 7.8345406 9.5779076 4.3662732 9.4439563 8.8096662 6.0076328 11.6560442 10.3883423 9.6100917 11.6590314 11.1494055 8.9510664 10.3005232 10.2666518 11.3351747 9.1355315 11.2025807 9.6641203 10.0333381 2.9117108 8.8736407 11.5103815 10.3194516 5.6244256 8.8493494 11.7167956 9.0652136 11.4829697 9.5000069 10.0857096 10.6653587 6.5956126 -0.8432151 NA 9.3336176 7.5746737 11.0940110 9.6208563 8.6715351 10.9758026 8.5736188 10.4087118 8.9928715 7.4899764 10.3040260 1.4787648 5.8641812 9.9889200 3.3267530 6.0394652 5.7417825 6.3563956 4.1791925 -0.2582526 10.8596431 7.9528606 7.2886779 10.5372822 5.4469311 NA 2.9641768 10.9142111 10.5619625 11.4931882 11.3165348 10.3345521 11.2615836 8.6325547 9.0897444 5.7350807 11.0394641 11.8345408 10.2266065 12.0921704 0.1567849 0.9641398 9.6546729 9.8087697 9.0882975 10.7495748 8.9833696 7.9912922 13.1707108 14.5867345 1.3267674 11.3784082 7.3444451 12.5112083 10.1606903 NA 0.4787130 -1.8432151 8.4282840 NA 10.7772746 9.2725150 9.3796160 8.1943683 12.7121891 8.1888667 9.4181697 1.7417905 -1.8432151 11.0188773 1.3267674 1.8572644 9.0882975 9.6325545 7.7247771 4.8006773 7.5448385 11.0857095 9.9979924 10.3500385 11.1783217 9.7866331 8.4798760 10.7653070 4.7796064 7.6940395 8.6842980 9.7090099 0.0011093 0.0011093 0.0093098 -0.0013858 0.0037465 -0.0058140 0.0022193 -0.0095426 0.0045800 0.0045800 0.0045800 0.0045800 0.0011093 0.0011093 0.0011093 0.0000000 -0.6723300 -0.6723300 -0.6723300 0.0076392 0.0093098 -0.0013858 0.0059700 -0.0031859 -0.0008316 -0.0008316 -0.0095426 0.0013868 0.0036076 0.000 0.000 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 0.000 0.000 0.000 0.000 0.000 -0.672 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.640 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 0.000 0.000 0.000 0.000 0.000 -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 10.135532 11.469421 11.481705 10.463737 9.966589 11.523280 3.938182 1.326767 6.949059 3.366280 13.509899 8.592502 5.884742 7.099453 8.498207 9.637106 12.207605 7.228284 11.091802 8.829246 9.158933 8.488735 9.431135 8.152588 7.564089 10.856394 13.992057 10.352808 10.842227 NA 9.120440 8.121162 10.542144 9.849001 11.470271 10.219542 9.192995 7.793446 9.559833 6.437592 7.273165 8.814140 5.356492 3.063710 9.388042 9.421850 13.033913 8.928311 12.286507 5.926922 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 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 2 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.525932e-06 3.814831e-07 NA 10.683669877 8.839228043 10.116251028 7.742832181 5.621369124 9.493398557 9.635090126 -1.588139926 -0.301159230 4.269893419 8.410505624 9.991702384 5.055772652 12.092823923 10.996877570 10.770016723 10.609438899 11.697606212 1.411914293 10.512905855 10.324055853 8.236873811 8.588088333 7.318805792 9.010898138 13.110294152 5.974157578 -1.588139926 10.065207962 9.758982679 3.166795771 5.084340698 8.428723209 9.660435589 -0.588139926 11.348368929 9.382020886 10.789667801 10.565783650 10.826600284 NA 10.009967563 4.804234298 10.657467714 11.599421759 10.488062549 NA 7.745070568 3.055768314 10.327794458 7.745070568 2.581833270 10.880694325 1.981158532 8.566998903 7.789125394 -1.588139926 6.494063534 9.815459672 8.866214398 -1.588139926 6.417540319 9.038536597 4.838180309 10.033509038 9.768366966 9.925149093 6.791293149 11.687873629 12.235680336 11.315043734 13.526755417 11.212612745 8.602974203 10.896989642 1.219276961 15.742753159 -1.588139926 8.830821618 9.851745919 4.456306769 7.504672030 7.893714711 7.504672030 1.415542354 11.234087518 7.848043869 2.318808503 -0.588139926 0.996894866 9.345605724 3.112349841 8.617708415 8.207954817 10.403082558 6.536035799 7.015541056 13.225295433 7.765061948 9.290732413 9.598648257 7.623803228 10.418083349 9.490732970 10.789396705 8.354429680 11.800201471 NA 7.445337708 15.070684391 9.728196548 -0.588139926 11.141323384 7.594309673 9.399889485 1.411914293 8.649125017 7.756210701 9.915740778 7.838179678 3.697317902 9.052159909 9.241637862 NA 8.525657046 8.780421657 9.292263878 10.246386115 9.782602519 11.863189265 9.907270455 10.636821165 9.709404548 10.133014253 8.396048573 -1.588139926 0.733874919 10.115386136 8.479349412 9.366147769 10.379861784 10.288815677 4.640736598 13.817488668 5.871345912 12.269701684 9.719115830 9.378420585 9.145777809 3.499373945 5.846543461 11.466858436 10.974872924 10.657170599 6.879520762 11.614556228 10.820510154 8.509947168 10.332640026 10.860547579 2.871350841 9.282318401 5.927614428 3.318808503 NA NA 9.797238219 9.566733163 9.626234144 7.662213334 9.895650255 5.269897158 9.376977728 8.327794233 6.318804889 12.085886552 10.197776090 9.138133285 11.422792765 11.402728145 9.048304039 10.397045442 9.556573302 11.338952214 9.384176978 10.117547395 9.469229909 7.601739595 1.871331125 8.614038761 11.444993837 9.860175859 4.411914293 8.547534658 11.348368929 8.840275331 11.149373634 8.158429435 10.261711094 11.008337785 7.724798271 1.411914293 NA 8.822366242 7.453574371 10.460742461 10.149584934 8.992173604 11.234087518 7.115818777 10.754545322 9.026624967 8.158429435 10.169721732 1.996894866 4.084336446 9.925149093 -1.588139926 5.919709529 2.871350841 3.112349841 4.621366193 0.733874919 10.717691844 6.895730373 6.981770472 11.256367754 5.650319391 -1.588139926 3.541192663 11.200633392 10.511262845 11.370830198 11.095128965 10.563248716 10.436708419 8.255835875 8.418942140 6.310001949 11.063191000 11.322745128 9.661028414 11.277261708 -1.588139926 -1.588139926 9.960736998 9.323307013 8.919709827 10.757320248 9.410505412 7.773858561 14.051397076 14.734582612 4.342654297 11.558483710 7.934300647 13.106327346 10.185054305 -0.003177426 -0.003177426 -1.588139926 7.247965479 -1.588139926 10.955188549 8.409094729 9.042182205 9.175957165 12.375172397 8.525657046 8.946772377 1.996894866 -0.588139926 10.810925839 3.269900897 3.659844660 9.421743594 9.327794458 7.724798271 7.722527502 8.258972522 11.386867301 9.394908511 9.647331061 11.177201124 9.833979850 8.751764965 11.598029277 4.832297628 7.589334299 8.750651387 9.852784163 0.00021069 0.00021069 0.08031200 0.00166420 0.07498400 0.06537000 -0.04279700 -0.09036100 -0.01505400 -0.01847500 -0.03258000 -0.02027500 -0.00657870 0.00000000 -0.00531710 0.06019000 -0.46035000 -0.44394000 -0.44394000 -0.44394000 -0.44394000 0.00166420 -0.01409000 -0.07098300 -0.02849100 -0.02849100 -0.09036100 -0.07080400 -0.44502000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.444 -0.444 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.444 -0.444 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.9770171 11.5815269 11.2326924 10.5056627 10.1788580 10.7768704 6.1533818 0.9968949 7.5317643 3.4119143 13.3859262 8.8293457 10.7467470 9.6382911 8.0415266 8.8631260 11.0613958 7.2416381 10.9298304 10.1474710 8.3748108 9.1353797 9.4658408 7.7315872 7.1567485 11.3093824 12.7398886 10.9310598 10.5460205 -0.5881399 8.6868755 7.3157972 10.0754731 9.8449787 11.8133279 9.8605476 9.7310227 7.4806933 10.0705729 7.0192449 8.1617844 9.3426523 5.8548584 5.8795195 8.8475855 9.8795206 13.0565600 8.8856207 12.1280914 6.1494667 10.9045193 10.6813340 15.3703318 11.6507676 13.3803118 11.0752508 1.2192770 10.5046722 9.1998176 10.5613447 8.7562110 9.1381333 9.2660043 10.0270849 10.2554436 11.4615935 5.6598418 5.3426507 14.2681754 11.0577986 9.5178235 6.3367279 9.9251491 NA 11.2764881 NA 12.8753756 11.3742652 11.0467261 11.046726093 10.324055853 5.751766304 6.515203087 8.856929995 8.871346528 7.030300761 13.258473978 -0.003177426 13.801949616 13.361741758 8.557847348 9.174114250 9.913254603 7.203077794 -0.003177426 9.637122409 8.625019107 9.692685761 9.915243915 10.711981545 11.534904788 11.138346109 1.581833270 9.789667801 7.713411261 9.011827974 11.312404530 9.932533675 1.871331125 10.267562249 8.998754857 10.023401051 9.626234144 6.294558261 11.444993837 11.049898362 0.411968510 12.900445615 12.112571487 10.270673181 10.169721732 7.731587178 10.078139063 10.389910387 10.812207475 11.352674619 TCGA-BP-5196 53 0 NA 1018 kidney stage i t1a nx m0 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 2 5 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.109769e-06 4.161634e-07 NA 10.41370799 9.00079861 9.88082493 7.21147757 2.77538773 9.82426602 10.43545421 NA 0.02133758 4.71028297 8.99169643 9.31179712 7.28037270 12.29986269 10.11522863 7.30262522 10.79872524 12.00970295 3.89736629 10.31271123 9.52633178 8.37965908 8.81462028 8.19769096 9.27663042 14.18392749 6.28782871 0.27285929 10.22124550 10.13912679 4.36034320 6.71067145 9.00306529 9.70472398 6.39527535 10.84336647 9.04436762 9.04216524 10.92632046 11.90753805 -1.31222262 12.18763709 5.19570980 10.63226176 10.80880156 10.48436102 -1.31222262 8.67375780 3.27287422 10.61124321 8.12878469 -1.31222262 10.16276744 1.72001574 8.86284127 7.61569363 0.68795649 7.76473163 9.79447874 9.29432092 3.44279756 5.77537983 9.50489941 6.23480977 9.78133332 10.29061458 7.83766262 5.11417960 11.33734482 14.29229522 10.90405532 13.69551247 10.81300626 9.17974889 9.99454706 0.68795649 16.23522452 -0.31204351 8.72820556 7.99625484 4.97331738 7.75937824 8.24058481 8.03885481 1.57739257 11.16971516 7.70544785 1.85782179 3.68791172 0.68795649 10.02330609 3.00984877 8.86034334 8.20951624 10.15399225 6.63043023 7.16769612 13.23191419 6.84778650 8.87155106 8.73503978 8.66376373 11.40130013 8.10154345 10.61791380 8.45775351 11.16314251 0.27285929 6.93108969 15.36886583 9.93998978 2.85784169 10.29986269 8.12045770 10.35989898 2.14733926 8.83512067 8.15959084 11.07026957 8.36739597 5.37441703 8.52396609 9.09624551 4.38835488 8.78989126 9.00193254 8.95235832 9.87464898 10.38314406 11.60410497 9.47255052 11.47029973 9.99739206 10.70158735 8.61247599 1.49528583 0.68795649 9.98884017 8.52238694 8.83406426 10.18327113 10.04271615 -1.31222262 14.09588051 1.68791172 9.75400492 9.28130693 8.56443266 9.55210190 4.38835488 6.87279060 10.54861473 10.70123844 10.02218899 5.75400559 12.64913389 10.92632046 7.14734741 9.10998053 10.95030430 5.92631972 9.55644513 6.68226849 2.93583687 -0.31204351 NA 10.16415560 9.97678176 9.15552131 8.32272677 10.14293465 4.85784169 9.82746704 5.55827988 4.89737113 12.13344797 8.59330260 8.43274942 11.36805547 11.26935172 9.29026196 10.54356287 9.70333071 11.88051679 9.70750650 8.88881447 9.11836829 7.51128301 1.49528583 8.53497320 10.65261762 6.15869652 2.68791172 6.54875411 11.20656887 8.15959084 10.92243381 9.99055472 9.71513061 11.12748690 9.25682197 3.14733926 NA 8.54122519 7.09730634 10.01659061 9.96752630 8.69213633 10.83321110 5.46927387 11.04860648 9.27475552 8.31909267 10.27756684 2.00984877 4.30262613 8.32635173 0.68795649 10.73776432 -0.31204351 3.27287422 4.11418376 2.38835488 10.17021952 6.11417960 6.86284189 10.27397680 6.00079777 -0.31204351 3.44279756 11.22973836 10.56251290 11.70472402 10.90950289 11.41604886 10.23191416 8.25587175 7.50809504 6.26791028 10.64610594 11.18850867 10.07162003 11.79545978 0.27285929 NA 9.75937807 9.07485594 9.61050020 11.62804576 9.77139505 8.27099840 13.52218925 13.51966832 1.27285929 10.01378326 6.99402299 13.41381449 10.83734536 1.00984877 -0.31204351 -1.31222262 7.21147757 NA 10.15706911 7.41583640 9.07377820 9.97678176 11.48598247 8.50649801 8.91058997 2.38835488 0.68795649 10.68509523 5.79643942 4.14734741 9.71720293 9.40986928 7.86284127 9.06186852 8.64211200 11.54822679 9.20755200 8.92751428 11.53888387 10.23735386 7.66519591 10.85815378 4.74254523 7.51128301 8.58576102 10.56135984 0.000000 0.012349 0.054775 -0.296050 0.044546 0.038885 0.056912 -0.277530 -0.294520 -0.295030 -0.295030 -0.282540 -0.019341 -0.034946 0.012349 -0.033704 -0.601310 -0.601310 -0.601310 0.054775 0.054775 -0.282060 0.031831 -0.640120 -0.323120 -0.323120 -0.277530 -0.597420 -0.584800 -0.278 -0.278 0.000 0.000 0.000 0.000 0.000 -0.585 0.000 0.000 0.000 -0.260 -0.260 -0.251 -0.251 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.248 0.000 0.000 -0.601 0.000 -0.289 -0.289 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.323 -0.323 -0.295 -0.295 -0.278 -0.278 0.000 0.000 0.000 0.000 0.000 -0.585 0.000 0.000 0.000 -0.260 -0.260 -0.251 -0.251 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.248 0.000 0.000 -0.601 0.000 -0.289 -0.289 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.323 -0.323 -0.295 -0.295 10.633725 12.172990 9.386620 10.249204 9.121501 8.874030 6.054239 3.442798 8.094759 5.837663 13.554422 9.008536 12.041752 12.436482 7.375921 8.173745 11.298941 6.759378 10.591044 9.914930 8.084520 9.335491 9.842095 7.600805 6.195710 11.266053 12.340201 10.818164 10.730601 2.594811 8.517638 6.954702 9.864712 10.093057 11.329290 9.198680 10.021071 6.715822 10.089862 7.935843 6.950011 9.552876 6.977935 5.764731 8.855334 8.177764 13.486236 9.520806 14.114967 6.566334 12.088662 10.967526 15.389303 11.514861 13.106691 10.763395 4.594805 10.707159 9.708201 10.624186 8.937029 8.432749 9.281307 10.342104 10.137580 11.281073 4.796442 6.449467 14.413648 10.761053 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 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 3 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 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 4 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 1.803375e-06 4.161634e-07 NA 11.1304901 8.4625955 10.3847854 8.4930332 -0.4108118 9.8535942 11.1258455 -0.4108118 1.7034994 3.4471295 8.4077339 8.8849205 6.6280707 12.3564049 10.6454505 9.3762378 10.4862406 11.8116445 3.7590812 9.6177483 10.3051135 8.5228420 8.3204707 8.4641328 8.9739352 13.8168050 5.6115206 NA 9.9088236 9.9434008 4.3440402 4.9814691 8.9489010 10.2102875 4.3440402 11.4492685 9.3457077 6.7839084 10.7524867 11.2155450 NA 11.0419075 8.7949448 10.8547666 11.6714669 10.6795948 NA 7.8768638 4.0485850 10.0919833 6.9641907 0.9111163 10.1570316 1.8063653 9.4447987 7.9312262 -0.4108118 6.2826381 9.9278879 8.4702656 1.3964883 6.6170575 9.2695110 2.9110779 9.2973733 8.8780175 11.6942416 5.8559374 12.8074317 13.7295819 10.7556284 13.3909609 11.3409048 8.9200685 10.5803190 2.4960532 16.0374614 NA 7.9445024 11.5728577 4.5891522 6.8275561 8.2774018 9.5671469 1.7622638 11.1246699 8.1822250 8.2826386 NA 0.1741507 10.0059490 0.9111163 9.0769916 7.9422981 9.9059987 7.6059595 7.2148602 13.6132090 7.6003790 8.2930550 9.8600307 7.4220412 11.8094890 8.8594469 10.9782450 8.3016786 11.3350358 NA 5.2038628 14.6176835 9.8646941 0.5891882 10.7553146 7.6792640 10.0232584 4.9467028 9.1370101 7.8418172 10.6142911 9.0413928 5.5080134 9.2947838 8.8323255 0.1741507 7.8974903 8.3523639 9.4572023 9.8203727 10.5849186 11.5167850 9.8358920 11.4180813 9.7765036 9.9636477 7.8571319 4.7986053 2.7590706 9.8872141 8.3786850 9.2121824 10.6266985 10.2230549 4.9814691 13.7713906 1.7590706 10.6914553 9.0185582 9.5585380 9.5353267 4.7789760 6.2038609 10.8107386 10.8986278 11.0151541 8.2703897 11.3084162 11.0782468 9.7875965 10.6481579 10.9562932 3.5891522 9.0424118 3.4960404 -1.4108118 NA NA 9.4525635 8.6713005 9.3432039 7.9133323 9.4022191 4.5198878 8.9587487 7.6498475 6.5104572 12.7809047 8.9728558 9.4794157 11.2287183 11.7114942 9.3819417 10.1028791 10.0516538 11.4862406 9.4510139 9.6149831 9.8946433 8.0196041 2.0485850 7.7863683 11.0224761 11.2174535 3.6335475 8.5560749 10.9900309 7.9020344 11.4418761 5.1127126 9.9942929 11.1879019 8.2384076 1.3964883 NA 8.5404361 7.7054955 9.8245674 9.9510953 9.4291427 10.8541804 2.9110779 11.1038014 9.1769291 7.8418172 9.9389856 3.2895984 3.3440331 9.4156999 -1.4108118 8.2239626 1.3964883 4.6115206 2.6766059 5.0485850 10.1523477 5.4839705 6.9685297 9.8991962 6.6444346 0.5891882 3.6335475 10.9688006 10.6538943 11.4019304 10.7768128 10.6742919 10.5132217 8.2878559 9.4727952 5.7624790 9.9793204 11.3335649 9.6073516 11.2146320 -0.4108118 -0.4108118 10.0403626 9.2589224 9.2248697 11.0297612 9.7382635 7.4900181 15.0178879 13.1911543 4.8929301 10.5451646 7.4808136 11.4834008 9.7427035 2.4960532 -0.4108118 NA 8.1009041 NA 11.0532275 8.6349112 8.4717947 8.4172880 12.6146372 8.7350838 8.6490503 1.5891403 0.5891882 10.9953565 2.1741187 0.1741507 9.8251657 8.6963684 7.7312586 4.5198878 7.7287028 11.3375540 9.3390209 9.5397075 11.0211713 9.0851065 7.7961655 11.0011920 4.1950011 8.0091114 9.1466153 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 -6.5618e-05 -6.5618e-05 0.0000e+00 0.0000e+00 4.3753e-03 2.4201e-02 -3.7566e-01 -3.7566e-01 -3.7566e-01 -3.7566e-01 -3.7025e-01 -3.5698e-01 1.3325e-02 1.6269e-02 -3.5572e-01 -3.6096e-01 -3.7296e-01 3.8924e-01 -3.6436e-01 -0.373 -0.373 0.000 0.000 0.000 0.000 0.389 -0.364 0.000 0.363 0.363 -0.344 0.000 -0.202 -0.202 0.333 0.333 0.000 0.000 0.376 0.376 -0.370 0.354 0.000 0.000 0.027 0.372 -0.357 -0.357 0.000 0.000 0.000 0.000 0.379 0.379 0.000 0.000 -0.361 -0.361 0.000 0.000 -0.373 -0.373 0.000 0.000 0.000 0.000 0.389 -0.364 0.000 0.363 0.363 -0.344 0.000 -0.202 -0.202 0.333 0.333 0.000 0.000 0.376 0.376 -0.370 0.354 0.000 0.000 0.027 0.372 -0.357 -0.357 0.000 0.000 0.000 0.000 0.379 0.379 0.000 0.000 -0.361 -0.361 0.000 0.000 9.513222 11.717307 11.790356 11.080002 9.577126 11.376034 3.289598 3.837075 7.490018 5.317072 13.659692 9.715094 10.505031 8.102563 8.311191 9.283509 10.423622 5.370510 10.576771 11.462403 8.036235 8.498564 9.207922 7.892932 6.617057 11.615848 13.494727 10.8946433 10.3973113 -1.4108118 8.7553146 7.7839084 10.0169881 10.1632719 12.3750126 8.9378796 9.7171459 7.8294900 10.3924754 7.2366103 9.8952132 9.6170575 6.1890635 8.2239626 8.7814443 9.2869878 13.8129647 8.5095043 13.1643953 6.5927530 9.8929322 12.0122674 15.6584544 12.7621258 13.7975002 10.9464286 2.7590706 10.3896470 10.1712934 11.5489723 8.2739000 9.4794157 9.2939197 10.2952157 11.0109534 11.8262091 2.9814691 6.7937229 14.0862087 10.8179702 9.6865252 7.2155544 9.7640772 1.1740868 10.8483063 0.1741507 12.9592940 11.5776178 10.6825691 11.0185582 10.3051135 6.7490233 7.2001767 8.6239506 9.7210084 7.0362352 12.8415915 2.4960532 14.3815097 13.2504842 8.3272436 9.1311192 9.9549271 5.1890655 -0.4108118 9.8233701 6.9771689 9.9048672 9.6779398 10.7879035 11.9873608 11.4422661 0.5891882 10.2001763 9.3851911 9.1955568 11.4442146 10.0154163 2.6766059 10.5996796 6.3507023 9.8623643 9.3432039 5.8083207 11.0224761 11.3477911 NA 12.9417467 13.0905533 10.4283553 9.9389856 7.3507023 11.7077682 12.3022157 10.9083043 11.1464955 TCGA-BP-5199 58 0 NA 1355 kidney stage ii t2 n0 m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 3 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 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 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 1.872735e-06 5.548845e-07 NA 10.402639475 8.571533094 9.511236353 8.071041828 7.416139669 10.598582291 9.208243383 -1.578197719 2.647521745 6.375982958 7.931560740 10.441376513 8.427410487 12.148748984 10.618695300 8.544613663 10.905853436 12.592649789 4.006746832 10.648800031 10.484169355 9.351044342 9.871450340 8.947306724 8.840692649 12.563341393 7.047494765 0.006764782 10.423545818 10.292921021 5.122225431 5.734668980 10.319631255 9.595463007 2.591703350 11.688865116 9.634282147 7.346597943 10.794650935 11.702991438 0.743730376 10.153104841 7.245153355 10.212541617 11.555409726 12.845427030 1.006764782 7.814103037 4.279768422 11.380338544 7.466180083 2.743708837 10.198103666 0.743730376 9.151703844 8.085343919 0.421802281 6.328676722 10.401211047 8.869902243 0.421802281 7.319631481 9.275095304 8.774932639 9.468227731 10.073286031 9.786467637 5.581658555 10.547690037 13.491948722 10.692081126 13.908620857 10.794106824 8.966663484 11.050003495 0.743730376 15.897321375 NA 7.911634065 8.004868761 5.229141818 7.566443780 8.331678796 9.005808664 3.904310675 11.300603094 8.774281698 5.551069913 3.229141818 2.509239782 9.910630140 1.421802281 8.899544235 8.196573113 10.163674077 7.404779680 7.375982090 13.444110291 7.254676235 8.609137729 9.639137722 8.610374516 9.620408812 9.758292349 10.718415315 8.208055321 11.422842108 -1.578197719 6.917640602 15.210873665 9.092442145 1.881233900 10.088897397 8.833296822 10.176673330 6.087121222 7.757175965 7.501270343 11.253291036 6.893460507 5.551069913 8.968680327 9.175838186 1.881233900 8.681529030 8.453831550 9.768853567 9.654206736 10.268059696 11.281563223 9.761635830 11.271777270 10.223898293 10.790292287 9.177457910 5.725566670 2.945345507 9.694415698 9.064740071 8.189970303 10.428111920 10.139462204 5.540727858 13.844376266 6.848050756 10.979728137 9.763304670 8.718702051 9.838583422 4.509246117 6.864729684 9.948285019 10.894222832 10.188314745 7.852238600 11.096370975 11.160722515 9.841219318 10.595463007 10.736369119 5.108286079 9.110621896 7.115272590 4.036494542 0.743730376 NA 9.714682554 10.838055554 9.692081213 8.330178316 10.747838843 9.539428903 9.832237174 7.455208840 6.518343145 11.961792746 9.575337861 8.692081213 10.819193077 12.077540136 9.749405881 9.985458732 9.662577236 11.867188723 9.489220181 9.778237822 9.114401384 9.891936317 3.279768422 8.487874996 11.125040543 8.856518281 6.122225431 6.555133596 11.092220787 9.291379777 10.969162365 8.340649052 10.054781066 11.326984773 8.248334163 1.421802281 -1.578197719 9.944857714 7.267275475 10.097742857 10.092442145 8.002986554 11.531453301 6.482482079 11.132891357 9.011436934 8.148004165 10.413307729 2.591703350 4.352525495 9.495927360 NA 7.349563436 3.006746832 3.913636231 3.421788819 2.743708837 9.941913404 7.267275475 7.535528118 10.890445477 6.862820821 1.881233900 6.393328672 11.024948483 11.073734426 11.408338977 11.161566453 11.960459799 10.629105219 6.968680615 10.079992838 5.485613593 10.856935206 11.927969432 9.929580501 11.544937249 -1.578197719 1.006764782 10.350304190 8.008625824 9.612227894 10.599205358 10.389732534 6.957061402 12.930323427 13.716621934 4.591709333 11.502103711 8.126121599 12.222382438 10.574387562 -0.578197719 0.006764782 NA 7.711804612 NA 9.653690987 8.273535005 9.844901719 9.722710381 12.175524913 8.493248229 8.816977225 4.960942564 1.881233900 10.437200893 -0.578197719 4.006746832 10.143312289 9.754941268 7.925611405 5.814104319 8.433013257 10.854588698 9.868868998 9.534876733 10.455552958 9.594838321 7.893461114 11.376709134 5.163522884 7.763860355 8.654206736 10.914390140 0.00055459 0.00055459 0.01852300 0.01126100 0.01474900 0.00597000 0.00416320 -0.01890200 -0.06250300 2.57220000 -0.06477700 -0.06477700 -0.03779800 0.00055459 0.00055459 -0.66309000 -0.64471000 -0.64471000 -0.64471000 -0.64471000 -0.64471000 0.01126100 0.01153900 -0.00989560 -0.00484610 -0.00484610 -0.01890200 0.01084200 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 -0.645 -0.645 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.947796 11.339904 10.334675 10.464129 9.543319 10.462076 2.881214 5.136031 8.509248 6.241964 14.083397 8.792190 8.173330 9.134571 7.941127 8.991641 11.116361 6.843851 10.943632 10.127850 8.421786 8.372721 9.948515 7.945348 6.872997 10.822132 13.719598 10.3814256 10.5109053 -1.5781977 9.0374154 7.0142426 9.9186397 10.9146405 10.8845437 10.3752548 9.9394552 7.9859353 9.9849820 7.8995442 7.0835644 9.9266048 7.9954331 7.1117836 9.1607226 7.8647291 13.3859010 10.5455840 11.2129487 7.3478738 10.4517631 11.1304386 15.3743223 11.3072916 13.2112176 10.8791667 1.0067648 10.9614294 9.2782113 10.6970374 9.1949250 8.6920812 8.8279908 10.3059564 11.5951507 11.4828194 4.5510668 7.1256893 14.3793230 10.4022825 10.5102429 6.7924728 9.6566033 -0.5781977 11.0624827 -0.5781977 12.7314043 11.4857285 11.1804254 11.140532767 10.484169355 6.449691773 8.004868761 9.059316337 9.652406721 6.381786913 12.719748124 2.421775357 13.618810505 12.690400922 9.194100353 8.401111188 10.022627891 5.433012839 0.006764782 9.916141460 8.545906995 9.268059813 10.036495641 12.261284894 12.430827133 12.392520878 2.122241999 9.155648559 6.860577995 9.040171341 11.681382015 9.812492129 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 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 1 5 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.040408e-06 3.468028e-07 NA 11.43902497 9.57847195 10.47605081 7.83476493 1.26657668 9.96124550 7.97391028 -0.31832586 -0.04334854 3.22595354 8.72511809 10.15500248 7.00356289 12.00553413 11.05721745 9.17482334 11.31871260 12.15846551 2.85155917 10.22079378 10.29450347 8.45861618 7.92322110 7.40955556 9.04722836 11.85770417 5.83813996 NA 10.30216023 9.33448001 3.62023449 4.28649677 8.41747281 9.86402933 -1.90346826 11.27315732 9.92202877 9.24324112 10.35788592 11.32097566 -1.90346826 9.73691735 8.49113518 10.04832148 11.45751955 9.65222027 NA 7.75666840 3.45422855 10.02333909 7.99300459 -1.90346826 10.44620525 2.78876922 7.95154059 7.48469000 -0.90319842 6.67031917 10.14618068 8.65604939 NA 6.45861659 9.32067421 3.90403123 9.18148077 8.63389070 9.96433726 6.19996085 11.75743718 13.46453081 11.20503353 13.79784351 11.20012422 8.64163706 10.44843992 3.76909466 15.25480873 NA 8.42758941 9.90483224 5.08535667 6.72602874 7.57037792 7.92322110 1.26819482 11.46613347 8.53478843 2.62023449 -0.90319842 8.00205944 9.72283775 3.92956378 8.86237297 8.08677634 10.56249392 6.81777161 7.77439241 12.97988849 7.72238132 8.74862090 10.79667862 6.05086951 10.15335759 9.09314603 11.42744930 7.91685160 10.27159819 NA 4.41860151 14.16368616 10.12111956 -1.90346826 10.81220555 7.39588026 9.36052845 5.59651777 9.15736841 7.78317309 11.12336881 7.98389313 4.43652167 9.40898820 9.14652107 -0.31832586 7.65317828 8.60941295 9.49915167 9.80360016 11.07001109 11.80246681 9.96201914 10.50154792 9.74007772 10.30307635 8.55775279 3.09666667 0.09666667 9.85406252 8.27409203 8.78841590 10.57973247 10.29419638 4.65126413 13.30688717 3.30613097 12.15534071 8.90080342 9.65796042 7.78142135 4.85155917 6.47605111 11.18247685 11.29542440 10.01999999 8.34341315 12.63268162 10.89757232 9.07681212 10.24260465 10.65245987 1.55611055 8.93314091 4.05086733 1.09666667 -0.90319842 NA 9.63776908 10.35670989 10.23206111 8.00806440 9.74749985 3.71138477 8.88048932 5.30612733 6.54375569 11.80521751 9.78185932 9.33686758 11.60558137 11.21512689 9.06893436 9.90804714 9.77703203 11.04357875 9.18876883 10.22949347 9.37395983 11.08144689 5.00356176 8.83476462 10.96105207 11.19764022 6.92956260 8.31657887 11.51307414 9.08464711 12.25291357 8.25275530 10.45751950 11.40287659 6.98541618 -0.31832586 -1.90346826 9.19140991 7.65700540 10.36433703 9.96896250 8.95309787 10.94196650 5.99149010 10.50973443 9.18876883 7.83645312 10.49461442 2.68162917 4.24642329 10.23141957 0.68167414 7.74233100 4.75488216 3.38207235 3.87802884 2.62023449 10.56402322 6.16276190 6.82459349 10.12354166 5.42955906 -0.90319842 3.52293456 11.38971296 10.73556085 11.54336809 10.95523629 10.29173696 11.62646898 7.89918893 9.47710638 6.50830980 10.85051598 12.14243211 9.99073226 12.89989545 -1.90346826 -1.90346826 10.11591564 8.95543051 8.73782093 10.65915339 9.46844912 7.27658134 14.77071296 15.01400956 4.92956378 11.00299935 7.32115695 11.23750224 10.13730460 -1.90346826 0.68167414 0.68167414 7.85322907 -1.90346826 10.02298693 8.55712821 8.93430035 8.64741921 12.27073987 8.35641587 9.19896309 1.26657668 0.41856778 11.36886480 2.85155917 2.00356626 10.01628069 9.03845374 7.47171179 5.37279543 7.64549416 11.78032503 10.07788293 9.34815495 10.95756540 9.79029440 8.43317897 10.32849363 4.38263267 7.60842487 9.46953743 9.39244129 -0.0381700 -0.0381700 -0.3547600 0.0000000 0.7030700 0.3537300 -0.3771800 -0.0219210 0.0652260 0.0652260 0.0652260 0.0652260 -0.0381700 -0.0381700 -0.0381700 0.3285000 -0.3802800 -0.3547600 -0.3547600 -0.3547600 -0.3547600 0.0000000 -0.0099565 -0.3771800 -0.0027707 -0.0027707 -0.0219210 0.3339900 -0.0165670 0.000 0.000 0.321 0.321 0.326 0.326 0.334 0.000 -0.379 0.270 0.270 0.304 0.304 -0.339 -0.339 0.285 0.285 0.000 0.000 0.333 0.333 0.000 0.309 0.328 0.328 -0.355 -0.355 0.000 0.000 0.703 0.703 0.000 0.000 0.354 0.354 -0.377 -0.377 0.000 0.000 0.000 0.000 0.000 0.000 0.321 0.321 0.326 0.326 0.334 0.000 -0.379 0.270 0.270 0.304 0.304 -0.339 -0.339 0.285 0.285 0.000 0.000 0.333 0.333 0.000 0.309 0.328 0.328 -0.355 -0.355 0.000 0.000 0.703 0.703 0.000 0.000 0.354 0.354 -0.377 -0.377 0.000 0.000 0.000 0.000 11.102999 11.341631 11.688312 10.759341 10.458342 11.781312 4.205197 2.344601 8.653179 3.904031 13.282167 8.303077 9.424225 9.735407 8.373727 9.739627 10.712532 6.715057 11.159899 10.992816 8.587523 8.591268 9.493133 8.503940 7.215614 10.813278 14.459335 11.186454 10.418882 NA 8.492207 8.116263 10.441523 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 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 4 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.710479e-07 1.734014e-07 0.6354294 10.4212886 9.0658800 9.8258696 7.2052830 5.7543691 10.2505973 9.9882434 0.2203300 3.3908465 5.1432220 8.6743466 9.3556718 8.3768946 11.8332586 9.8839482 10.4427825 10.8184425 12.1669309 4.3078511 9.7275240 10.2765761 8.7413362 8.4459994 5.9929791 8.9426283 12.0727895 6.8153372 NA 10.5635758 10.0819940 3.8053544 5.4167857 8.7595490 9.8600323 0.6354294 11.3518183 9.2250787 9.2371982 10.7185744 11.6049940 0.2203300 9.2801852 -0.3645706 11.0796660 10.6605672 9.2945316 0.6354294 7.5272111 2.9573575 10.8012767 7.7015165 NA 10.4834950 2.4448526 9.6793640 7.7149124 3.7647071 6.4492081 9.7062194 8.6480519 1.4427578 7.1629049 9.1511274 2.8053544 9.5483170 10.6044543 9.7109068 4.9022135 11.2918412 12.9769464 10.3371672 14.3522738 10.9237169 9.3944835 10.3056412 1.6354294 16.1369538 1.4427578 7.9819411 9.6988227 5.4809178 7.2090751 8.2918526 4.3078511 1.4427578 11.4984523 9.2519489 11.4627703 1.6354294 6.1030339 10.1292830 2.4427843 8.0191320 8.4459994 10.5498127 5.7334601 6.9752771 13.5794075 7.3969789 8.0104671 9.2306851 8.3341320 11.1200466 7.9730493 11.3116051 8.9494442 12.1558007 -1.3647564 2.7228813 14.3005964 9.4691084 NA 11.6876560 8.2538130 9.6177082 4.0277468 8.4459994 7.7149124 10.8134699 7.4002988 6.0616920 9.1009939 8.8845411 1.6354294 9.6361319 8.3201764 9.6845954 10.0762968 10.6223362 11.6858340 9.5081024 10.9463243 9.8258696 10.5054069 9.0139608 0.6354294 2.2203919 10.2194505 8.7621322 9.2972056 10.1277816 9.7530706 5.0616941 14.0360069 9.7308245 13.6886323 9.5385562 8.1491552 10.1995770 4.8053544 7.1352732 10.8913413 10.6350753 10.4832679 7.8762192 11.8568032 11.4229221 8.2409072 8.1212569 11.1302832 1.8053337 9.6228123 6.7175764 3.0277379 0.2203300 1.2203919 9.3453729 11.3203953 8.8473158 8.7839042 9.9813151 5.6127063 9.4651503 11.8226250 4.6127063 12.0785006 9.9202516 8.4069171 11.4536103 11.9826337 9.9100561 10.8954650 9.5355396 12.0218290 9.0458789 9.6410521 9.4355186 11.4401636 1.4427578 7.2241426 10.7099036 11.2645633 3.4934040 8.5227851 11.5746395 8.6660947 11.1187395 8.6577954 10.1252755 11.2334801 8.2556475 0.9573203 0.6354294 8.6798217 6.5362938 9.8690472 10.5411906 8.4949624 11.1037971 6.3701364 10.9673830 9.3358673 8.0637877 10.0721392 1.8053337 4.6798235 9.3060838 2.0948441 5.3219281 2.4427843 5.8346101 3.8448777 3.3903100 9.6184211 6.6633332 6.3565259 10.2828859 6.2980607 0.2203300 4.7015158 11.2434513 11.0317647 11.6883352 11.1616823 11.6520618 10.9775023 7.8570149 8.9863558 6.6107591 10.5260718 10.9772243 10.1803919 11.9188054 0.6354294 NA 10.0989519 9.0234447 9.7832684 10.1555551 10.1466860 7.7334594 13.7923402 13.5077177 3.9208268 10.3730974 8.3079590 12.3907325 10.2492171 0.9573203 0.6354294 3.2203919 7.7360900 2.3358548 10.8012767 7.2501373 8.9173575 10.1116675 11.1464389 8.2738637 8.9553366 2.8833471 3.0277379 10.7442787 0.2203300 3.4427843 10.3306559 9.1402464 7.2350061 3.2203919 8.0426952 11.4269975 9.2241423 8.4965143 11.3859252 9.8109771 7.0191314 9.9283243 4.5114554 7.5867122 8.7387155 10.8393873 0.069677 0.069677 0.082621 0.054919 0.770220 0.124760 -0.172970 -0.130700 -0.091620 -0.091620 -0.091620 -0.083333 -0.130450 -0.130450 0.081255 0.060365 -0.702520 -0.681930 -0.681930 -0.681930 -0.681930 0.054919 -0.381210 -0.172970 -0.361810 -0.361810 -0.130700 0.045436 -0.401850 -0.131 -0.131 -0.166 -0.166 0.000 0.000 0.000 -0.402 0.000 0.000 0.000 0.000 0.000 -0.380 -0.380 0.000 0.000 -0.130 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.667 0.000 0.000 0.000 0.770 0.770 -0.364 -0.364 0.125 0.125 -0.173 -0.173 -0.362 -0.362 0.000 0.000 -0.131 -0.131 -0.166 -0.166 0.000 0.000 0.000 -0.402 0.000 0.000 0.000 0.000 0.000 -0.380 -0.380 0.000 0.000 -0.130 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.667 0.000 0.000 0.000 0.770 0.770 -0.364 -0.364 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 male 2008 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 1 6 4 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 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 6 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 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 0 0 0 0 0 0 0 0 0 0 0 1.075089e-06 2.080817e-07 -1.7475843 10.4233598 9.5707257 9.7821015 7.1132702 7.7095636 9.4358184 8.3843357 NA 1.1259817 3.2965749 8.2965772 9.7018476 6.7913413 11.7557603 10.8872208 9.8778918 11.1858718 11.9036832 3.4221119 9.2620117 9.9856221 8.1179163 7.3047510 5.5095723 8.8869939 11.0189189 6.6951267 NA 10.0149802 9.9986973 0.8371359 4.6097372 8.4246106 9.6025697 -0.7478266 10.6836806 9.3554707 2.9526318 10.5551074 11.0777381 -1.7475843 8.3128789 4.8520937 10.8189506 11.1701144 9.5242294 -0.7478266 8.0087395 3.6097313 9.9578154 7.8742351 -1.7050999 10.9835996 1.2913089 8.1684956 7.7136621 -1.7475843 6.7075096 9.7213159 8.7806372 -0.7478266 6.1286996 9.1507843 -0.7478266 9.4101615 10.0486283 8.9749904 6.2351756 11.6148323 12.9118445 11.1258194 14.0609210 10.4822034 8.7359987 10.0437528 -0.7478266 16.5190336 NA 8.1946973 10.6111088 4.4019308 6.9970169 7.6594508 6.4518556 1.0366792 11.5717140 7.1091066 2.1590802 1.2521734 3.1590802 9.5898049 2.7116050 7.7054534 7.8797168 10.4311590 6.4713517 7.7874586 14.0364600 7.8048519 9.1553116 9.1590736 6.8144248 10.3763690 7.7136621 11.5145715 8.4158326 11.4591973 NA 3.2063775 14.0955137 9.4000238 -1.7475843 12.3734736 7.8182370 9.4376778 6.4320925 7.5468034 8.1008058 10.7572502 8.1008058 3.2965749 9.4233597 9.0771418 NA 7.5001105 8.3502152 9.7192789 10.7190242 9.6525288 11.7988568 9.9241663 10.1462428 9.2422869 10.2319654 8.7207867 0.8371359 0.5741500 9.9495850 8.9299025 9.6153267 10.3323342 10.3101747 5.7033942 13.8005534 7.5853382 12.6376410 9.7329731 9.7654171 8.6551951 4.1829227 6.5875735 10.2931576 11.0655634 10.2490095 7.1163689 12.0038881 10.8046119 9.1732801 8.1665683 10.7059681 1.0595629 9.2983657 2.7757459 3.2521886 0.2521734 NA 9.0826981 10.8220386 9.3788874 7.9818036 9.4708673 4.5375881 9.7279164 8.2869818 5.6700358 12.2274040 10.6971978 9.3013508 11.1849514 10.9239451 9.1884674 10.1213912 10.0162252 11.4652872 9.2323226 10.9963861 9.6773988 10.1413066 2.0595283 7.9698596 11.2319654 10.2729512 2.0595283 9.2354617 11.5199938 9.1946975 11.7900080 8.7085373 10.5453672 11.0563140 6.0070699 0.2521734 -1.7475843 7.7855126 7.7319632 10.2165239 9.5892474 8.8724028 10.6581222 8.6283085 10.4543068 9.2814701 7.1256273 10.0882333 2.5741015 3.5741136 10.0368179 1.8371359 7.4761848 2.6445024 7.7852013 3.9246130 -1.7475843 10.8944604 6.8333835 6.3182716 9.9018883 5.9316641 -1.7475843 2.7116050 11.0480197 10.5072115 11.4104771 11.0451765 10.4530816 11.6521284 8.6119326 8.8678125 6.6912661 10.6745106 11.4856528 9.8778918 11.7466636 NA 1.7116271 9.7405252 9.7080239 9.3607075 10.5268523 9.5381631 7.4345774 13.9798110 14.8896145 1.5741015 10.5476650 7.2775441 11.1323404 10.0327227 -0.7478266 0.5741500 -1.7475843 7.7116147 NA 11.0341717 8.5119262 8.9103945 9.7157074 11.9602969 7.6141268 9.2180105 1.8371359 -1.7475843 10.8627464 0.8371359 2.2521734 9.5553929 9.2965772 7.7157074 4.9103921 7.5853382 11.5111906 10.1248579 9.7825893 11.3806607 9.7111022 7.8067719 10.7352429 4.2521810 7.3891744 9.2849175 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 3498 kidney stage i t1b nx m0 female 2004 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 6 1 NA 1 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 4 4 0 1.942096e-06 9.363676e-07 NA 10.24009414 9.79052379 10.08767658 7.36355133 -0.52512271 9.79955119 5.64433220 -0.52512271 -1.22667878 5.28216177 8.36050431 10.65098126 8.13480414 11.69971420 11.01226920 9.56954559 11.45047695 12.00545827 4.08951510 9.88790707 10.23219809 8.29658222 8.66956505 6.90526063 9.06819920 11.01735637 5.53008948 0.47477348 10.20357889 9.83894279 2.86712550 5.56237676 8.24299256 9.60987609 NA 10.63215505 9.11505302 3.17525312 10.41842178 10.41695604 NA 9.43625784 5.02939546 10.69458163 10.12854886 10.12944415 NA 8.03705050 3.11865873 10.04181340 8.03705050 -0.52512271 10.77279333 2.84217432 9.08979393 8.15428801 -0.52512271 7.05223655 9.76655442 9.00716410 0.05977058 6.22969558 8.98061973 2.47479943 9.67999041 11.10689449 11.04300178 6.33278848 11.73082359 12.92917166 10.89345133 13.40688440 10.63215505 8.38919336 10.51235500 -1.52533034 15.53947719 NA 8.94851383 10.20570273 4.74159642 7.48043236 8.11143253 7.76021030 1.68737428 11.34613583 7.14199062 1.28214323 1.93425228 2.47479943 9.70182227 3.05977058 8.42754919 8.10234214 10.33201159 6.69881022 6.95458834 13.04839611 7.83455764 9.21205542 9.55429280 8.72273548 10.59438797 7.70602903 10.55629155 8.06352290 11.82201420 NA 5.70362677 14.04225919 8.94749902 -0.52512271 12.03263075 8.19590711 9.79955119 3.22969558 8.79786284 7.97863382 11.55345929 6.39367189 4.20273115 9.47057530 9.33201148 NA 8.80460442 8.47621641 9.58920114 9.93218891 10.92782143 11.74151413 10.03991016 10.51441257 9.62201301 9.97813698 9.37505594 -0.52512271 1.28214323 9.57415583 8.90630558 9.77412485 10.74772944 10.29698054 5.65471622 13.33565259 6.51920220 12.02182309 9.99493563 10.11505302 8.63341777 4.08951510 6.81019886 10.95231340 11.26291465 9.91308014 6.30769809 11.29838430 10.54291452 9.11866418 11.31420873 10.52022648 2.79674310 9.28338612 6.57809639 1.05977058 NA NA 9.56425850 10.60312465 9.84386014 7.89897437 9.99093657 3.86712550 9.72095491 6.04466296 6.12585977 11.69911129 10.50029377 9.33511921 11.95269280 10.68090669 8.71883902 9.97315864 9.94088454 11.20612713 8.54224257 10.63467939 9.54089734 10.07750699 2.17523715 8.48603534 11.14391459 12.01030098 4.66463074 9.48997216 11.47832603 9.42536405 11.20761147 8.46207196 10.34517280 10.72599458 6.58333254 1.05977058 0.47477348 8.76252057 7.76482715 10.50478543 9.51578261 9.25944293 10.69639520 9.48323677 10.65327064 8.80908126 7.99247728 10.58594378 1.93425228 5.14723342 9.81019838 5.45208800 8.33589499 4.02939988 2.28217289 3.83236346 0.05977058 10.71708903 7.02555487 6.54089675 9.74987915 5.66848225 -0.52512271 4.33278669 11.03800440 10.53313814 11.62280794 11.23802049 11.43317954 11.28296787 7.70122050 9.45983875 6.02501550 10.77801806 12.00362845 9.91619611 11.34478745 -1.52533034 0.79676386 9.95811999 9.18561460 8.69276578 10.87381889 9.37492014 7.32967616 13.89440624 14.74760188 -1.52533034 10.91878760 7.31060551 12.02951683 9.97763984 NA 1.05977058 -1.52533034 7.50271408 NA 11.08770190 8.78200878 9.87301739 10.24423276 11.95003486 8.85851227 8.92553486 4.42900662 0.05977058 11.03107465 0.47477348 2.86712550 9.38470109 10.12989153 7.94241363 5.32029693 7.58333254 11.17199288 10.25000677 10.09227550 10.62423764 9.91729554 8.45637536 11.14988300 5.78859697 8.14014417 8.70242414 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 male 2004 1416 NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 3 NA 2 2 3 4 3 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.421892e-06 5.548845e-07 0.9994228065 11.0832401658 9.4506394853 9.7518091425 8.2917499638 10.5918854524 10.4624418438 9.4494643939 NA 3.3590853725 5.5540177998 8.6558533928 9.5111811938 9.0050529716 11.7417378876 10.5463228620 10.1053369467 11.8759453957 11.4644845902 3.4588544252 10.3575301221 10.3264195995 9.1542464861 9.3020674440 8.1000909291 9.0022434489 13.2431231103 7.3960335835 NA 9.8690223581 9.7067876357 3.2473503200 6.3033003786 9.1904877003 9.7559848020 NA 11.0482558744 8.4526992054 13.1400186018 10.3492625384 11.5266610564 -0.0005771935 8.9153078628 6.8067828831 10.2473560171 10.7281992693 9.8172115255 NA 8.4088192611 3.6998736267 10.4209673960 8.6859289387 -1.0005771935 10.5055822325 -1.0005771935 8.7468327202 7.8354788462 0.5843853073 5.6432847694 9.6789085383 8.9738431350 1.3213509014 7.0050529716 8.7408955256 7.0815771736 9.4475446908 10.2865636525 11.1768479531 3.8574137552 12.0300214340 11.0698848600 10.2402197448 13.6885528499 10.5395564670 8.2161744863 9.3798895018 0.5843853073 15.1302201905 NA 7.8323185178 10.5472869044 5.3213581178 8.4214930428 8.4024403729 7.0050529716 1.9994228065 11.1724808899 9.4981978028 0.9994228065 3.9063230239 1.8067777286 9.6159773499 1.5843853073 9.1415354837 8.5229902533 10.2685550997 5.9881120390 7.0438223928 13.2915343497 8.1743539825 9.4812278902 8.5711811397 9.7264979844 10.9143405051 9.0815774399 10.3292247519 7.8067835274 11.1901790749 NA 10.4141136462 13.5370108768 9.2974911061 3.9063230239 11.6998681624 8.0328513167 10.0369753908 6.3481562734 7.9966079363 7.6141385415 11.0611371830 7.1793378687 5.8942454212 9.2732240016 9.8904526208 0.5843853073 8.2015525113 8.1818226250 9.2390270659 10.6780285813 9.2767157890 11.8936702357 9.9227559402 10.2027764406 9.6929153419 10.0492769384 9.3034259659 -1.0005771935 1.9994228065 9.9951956118 8.5749677281 9.0764711793 10.5347038240 9.9616014805 5.9994295719 13.7605640906 3.9536284283 9.7408953569 9.8472688006 9.9521697336 8.9002953514 4.5540177998 6.5229910377 11.4797137854 11.1665329377 10.3066293113 7.8035596395 11.2500229411 10.0321629842 9.3722935265 9.0533543905 10.6540644756 0.5843853073 8.1023752120 4.9994273168 3.5229847626 NA -1.0005771935 10.7733917799 8.3213567647 10.0715610417 7.4670340645 9.3769208776 6.4751611025 9.0451882028 7.0762437490 5.5993416004 11.0898717078 9.4024403729 8.5654825569 11.3995073701 11.5441514566 8.5077779936 9.6806668437 9.9994284443 11.1370600420 8.9536246456 10.7235158998 10.8670932936 6.7938438739 2.6998625247 8.3591780784 10.8862681529 4.9695925854 8.7392091556 8.0607456417 10.8736413545 8.9652128643 10.9360664155 1.3213509014 9.8124078936 10.9496197735 8.3168408495 1.8067777286 NA 8.5463230549 7.4670340645 9.9434082888 9.6850532546 8.7593166496 10.3695709566 4.7543156541 10.9162632997 8.8386322669 8.2963445203 10.5702328427 1.5843853073 4.6432847694 9.0974604203 NA 7.2801991456 3.5843853073 3.8574137552 3.7985171631 1.3213509014 10.9342250022 5.2282453458 6.3032090355 11.3996515026 7.3335230229 0.9994228065 5.1079514467 10.5928195343 10.0127510659 11.3869073291 11.3796189045 11.9886455304 10.0245680477 7.9652128643 9.7723780874 6.6091240588 10.6714117402 10.7383651464 9.6540643861 10.8331091701 NA 1.8067777286 10.2615232934 10.6187313589 8.5501753650 10.5792157941 8.7954679352 6.9360666364 13.5154362070 13.5701735950 6.3032090355 10.4598843366 5.4667086812 11.7298985928 10.2167804097 -1.0005771935 -1.0005771935 NA 8.1466333315 NA 10.7256721484 8.2825167195 9.3258579139 9.5278825848 10.9691746707 9.2366385069 8.9257689367 2.8067777286 -0.0005771935 11.2384301773 2.4588544252 3.8067880376 9.3547796320 9.3938910769 7.8728724583 10.8196074367 7.7307472710 11.1399387049 10.3766389798 10.7930317263 10.7085122232 10.3490580334 9.4862634604 11.3605497925 5.9136338381 8.2449812193 9.4526989995 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 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.421892e-06 3.468028e-07 0.65388549 10.69093612 9.92375265 10.43301900 8.26855650 -0.93098532 10.13160505 8.49410035 NA 0.41943102 5.27833794 8.65196690 9.54259005 7.70912932 12.35284080 10.44066095 9.20715614 10.49985944 12.08551850 5.85024436 9.82960430 10.10437073 9.46227486 9.19816728 7.57271008 9.50246964 13.67042298 5.62347185 NA 10.06182263 10.00993188 3.76932744 6.22885716 9.47083048 9.25375957 3.92686288 11.74108861 8.97577490 9.41095901 10.60270072 12.04347814 NA 9.70369528 7.76237141 10.29167918 10.25313979 9.21608934 -0.93098532 8.67065519 4.71273883 10.57271008 8.12145219 NA 9.89702074 1.06887714 8.59244620 8.01139891 0.65388549 6.39081211 9.92608780 8.42203112 3.92686288 7.60415956 9.34151415 7.06888466 9.06182263 10.41428958 9.61384875 4.90177439 10.87480549 10.65759892 10.42092772 13.43500157 10.81371811 9.14436356 9.62443213 1.06887714 15.57559478 NA 8.12687583 10.52369769 5.02308232 7.90493442 7.38176702 7.89543290 3.03051265 11.35659667 8.76996542 3.52832126 0.06887714 2.76932744 9.15634706 0.65388549 8.88746648 7.62347331 10.43520654 7.19300585 6.81035184 13.09003780 7.32154934 9.13093036 8.97276617 9.77969080 11.08205687 8.32627218 10.99925204 8.36350490 11.44907475 0.06887714 5.52831501 14.70496934 9.54157505 NA 10.44826263 8.25870877 9.73599579 7.04042782 8.11327855 7.82042854 10.62251357 7.74484124 5.39081211 8.10505783 9.72083285 NA 7.93924891 8.40873436 9.26117701 10.56173892 10.84284766 11.74387319 9.39306477 10.77148988 9.22116923 10.70686757 8.82580757 4.97577691 1.39083274 9.82960430 9.61191615 9.05472613 9.97577490 9.89463817 4.95152718 13.91422733 7.54461753 12.40817761 9.45042731 8.75538468 9.66600576 4.46120111 6.63112611 10.37779216 10.71993602 9.90256505 7.00552238 11.33362013 10.76975744 10.09886166 10.98923716 10.41539806 3.39081899 9.60527727 2.23881742 4.19816409 NA -0.93098532 10.75056196 10.71589294 9.69459312 7.78656042 9.32163254 6.12416682 8.85841809 6.98774720 6.61577822 11.56423968 9.83954820 8.71814034 11.34675283 11.81056196 8.84793053 10.28259606 10.10092996 11.60245739 9.11054334 9.74660400 9.86492387 10.12687596 0.06887714 8.32154979 10.98214774 6.90556632 0.06887714 8.40425217 11.13564625 8.13227916 11.03863056 8.13497352 9.60221411 10.67204694 7.63873999 2.06887714 1.06887714 8.35659678 6.94540170 10.24068664 10.55923377 8.71093589 10.90177432 6.26855604 10.51422515 9.07169940 7.11327855 10.22749393 -0.93098532 4.71273883 8.75713462 1.06887714 7.24879382 1.65383964 4.35428994 4.65384537 3.97577691 10.55270012 5.86329920 6.60026529 9.93924906 5.96697258 -0.93098532 4.95152718 10.99480958 10.15236357 11.58925742 11.01286425 11.15734131 10.80401717 8.65196690 9.01139891 6.10692615 11.03755107 10.64442351 10.18652742 11.47455762 -0.93098532 NA 9.70732013 8.04616416 9.25994353 10.68818727 9.77538032 7.64253119 12.71555550 14.12683373 2.23881742 11.31384267 8.35998582 12.34820470 10.17020349 NA 2.06887714 NA 8.09402383 NA 10.94041227 7.22875521 9.26978287 10.03322517 12.03701106 8.66693692 9.12778261 4.02307789 1.06887714 11.42092772 1.65383964 2.06887714 9.65102621 9.45905327 7.60026604 6.88906341 7.90808814 11.35052460 10.00699362 9.52523870 10.92530987 9.83209663 8.05472640 10.40762064 5.06888574 6.96975143 9.25747318 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 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 7.282859e-07 1.734014e-07 -1.2108968 10.9261316 9.1803841 10.2924693 9.5778587 -0.2108968 9.9483811 9.0131300 NA 3.6545616 5.7778247 8.6564191 8.6204479 8.4347988 12.7990566 10.4230439 8.8659562 11.5727527 11.5870046 5.4038505 10.6455660 10.1937499 10.1345457 9.3750420 8.0213454 9.1400797 14.0015989 5.4615646 NA 10.2799913 9.9106741 4.7433372 6.5373333 10.1339911 9.6595052 2.4895686 12.5149328 8.7272500 7.9640665 10.4225899 12.4950968 NA 11.2744667 3.1110647 9.7375078 11.3382032 8.7707078 -1.2108968 9.0191609 4.0370659 11.3561458 7.8845375 NA 10.1722561 1.7819052 8.8393701 7.6440091 0.7891032 5.9888119 10.6073232 9.0335042 3.4895815 6.4401915 9.5538462 -0.2108968 9.1289906 10.1262049 7.9961548 3.8335378 10.7696371 12.7614921 10.5456968 13.3981461 11.6224259 8.9727759 9.2444678 0.3740657 15.0165684 1.3741214 7.6990338 8.8818977 5.2485728 7.6687240 7.4791384 7.9158447 2.4895686 11.1057049 9.1972472 4.9184244 1.3741214 1.1110981 9.9845127 2.1110647 9.1155699 8.3797275 10.2744667 5.3589975 7.5272330 12.9834357 8.8976649 9.3127024 8.5672176 8.1942821 11.0295234 7.4964999 11.0343961 8.6267684 11.6504213 -1.2108968 6.7375083 12.9206760 9.4834984 1.1110981 10.3904470 8.5204596 9.8719548 5.2648742 9.5948844 8.2048821 11.6281474 7.0083087 7.1510845 8.4184969 9.1620056 3.5440278 8.2567460 8.9764925 9.4747654 9.8659561 10.5872073 12.0614335 9.2506198 10.9404742 9.4939087 10.6424500 8.9291522 3.1110647 2.9590653 9.7961678 9.2059381 8.9924886 9.9177793 9.9490118 2.3740935 13.6513904 6.7080037 11.1505360 8.8937393 9.7447905 9.0191609 5.5306077 6.6283449 9.5948844 10.9209975 9.0986169 8.2526650 11.3185711 10.6510028 9.5908488 8.0629360 10.5318710 4.8766053 9.8349889 4.4895815 4.1814604 NA -0.2108968 10.6869860 9.9615681 10.0022447 8.1267623 8.7615459 4.3127015 7.5033861 6.4615662 4.5704994 11.5575316 8.5705001 8.9985938 10.6956554 11.4275764 8.4443312 10.3205219 9.8884883 11.4114212 9.4203175 9.9912643 9.5721388 9.6228213 1.9590653 7.8003680 11.0385503 9.0455615 1.5965058 7.0335992 11.4010874 8.2648737 11.3031148 6.8552298 9.8294302 11.0920650 8.2729563 3.1814524 1.1110981 7.6533266 7.5868023 10.1948138 10.6710192 8.2989153 10.6945275 4.5704994 10.8419089 9.2495963 7.6314907 10.4293854 1.5965058 3.9590653 8.0107278 0.7891032 5.6346310 1.1110981 6.7198775 3.5440278 2.7891450 10.2603076 5.2320851 6.3815983 10.3887930 7.0024876 1.3741214 4.3437276 11.2250712 9.9553036 11.3608932 11.6310979 11.2188088 9.9540474 8.7154366 9.9577875 6.5369978 10.8636165 10.4861081 9.9293312 11.4134791 1.5965058 1.3741214 10.3787916 8.5786742 9.0963412 11.5364943 9.8321679 8.6839582 13.2911642 12.2262423 1.3741214 9.8825581 6.8225084 13.9183028 10.5936749 -1.2108968 NA NA 8.1921527 NA 10.6342541 8.4038505 9.6832003 10.0028523 11.3144166 9.1706835 9.2215779 2.3740935 3.1814524 10.4171302 5.0745440 3.1814524 10.2320840 9.4139359 7.8898027 6.2567465 7.1065535 11.4661994 9.5406845 9.5221558 10.7894926 10.0937543 6.5440278 10.2398362 5.1209532 7.4075261 9.1510843 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 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 2 4 3 NA 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 5 0 0 0 0 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 1.595293e-06 6.589254e-07 2.0639171 10.9677936 11.1837175 9.5463836 5.8539882 0.4789200 10.4229292 8.7478654 1.0639171 -0.1762506 6.1228052 8.5978902 8.5477274 9.9167013 12.0166530 8.6981177 8.2701121 10.6469945 12.6030706 5.5233424 8.9907019 10.6981177 7.5123723 8.2034630 8.5743464 9.2991283 12.4271340 7.2927302 NA 10.5610983 10.5991871 3.0639171 6.6488738 8.8626535 9.6476214 1.0639171 9.5274361 7.6884028 8.2271423 10.1610660 10.2512638 0.4789200 10.6902292 6.5874730 10.7304317 9.5463836 9.3023165 NA 8.4619427 NA 10.1724363 7.6737062 NA 10.2611285 2.9383799 9.3007232 8.1619436 1.8008688 7.2798492 9.0582651 8.8076241 1.8008688 5.8712670 9.9073094 6.0025113 8.8604923 12.1101263 5.2863045 5.0025090 10.6655897 10.2380052 9.2520885 13.5345706 10.5342317 9.2635840 8.7758654 0.4789200 16.3147653 2.4789459 7.3431351 9.9827750 4.8712670 7.6835203 8.2504387 4.9052161 3.5698070 11.5372793 9.9489981 1.8008688 -0.5209764 4.9052161 10.0779322 -0.5209764 7.9218927 8.8691182 10.3993021 5.0936574 6.3978132 14.4421615 6.1793896 8.9239642 7.9627653 9.4859766 11.5091577 6.6588584 11.1358210 9.3600633 12.4973233 -0.5209764 6.7173543 13.7544918 10.1854452 -0.5209764 12.4775397 8.7480761 10.2701121 4.9052161 7.7077677 7.8626535 11.6740138 8.2371727 4.8008792 7.3554665 8.5978902 1.4789718 8.2733653 8.6362962 9.8176856 10.6178610 10.7167567 11.0826220 8.6932684 10.2371724 9.8518143 10.1380533 8.9439035 4.2863045 NA 10.2717395 9.6299658 8.9424737 9.9966187 9.3508546 6.5450386 14.1345918 3.5664133 13.6089567 9.9465548 6.6286963 10.4229292 1.4789718 7.5978902 8.7316147 10.2846932 10.7562366 1.8008688 10.9363096 11.1246077 7.0563776 8.1793891 10.9041652 2.2862898 9.8042548 -0.5209764 4.8008792 -0.5209764 1.0639171 9.9332485 12.2330016 8.2733653 8.3149996 10.0478270 5.7827309 10.1000854 5.8187994 6.5769816 12.3815128 10.5219766 7.2991283 10.9036404 11.6835204 9.1687551 10.9342765 9.9156609 12.5999971 8.9073095 9.9073094 9.4718875 11.3504695 NA 7.0639117 10.4504928 4.3532527 3.0639171 9.8932222 10.8787612 8.0899742 10.3692136 7.9787951 9.6236076 10.9322199 7.7504122 NA 1.4789718 8.6538751 4.8008792 9.2471336 10.6394511 8.6712421 10.6501260 4.7268748 11.2763271 9.3039079 7.6687737 9.7457358 1.8008688 4.9708030 7.1863084 4.0025135 5.7268775 1.0639171 4.3858382 4.6082297 1.0639171 9.9956342 4.5664133 5.8712670 8.8121048 6.6342738 1.4789718 5.5664133 11.5443654 10.6538749 11.9130562 11.2013299 13.2207322 11.6706254 9.4345992 8.3118391 6.9635712 9.6274259 9.8851543 9.8020040 11.8923127 2.8008688 -0.5209764 9.8648117 7.2471338 9.3600633 10.8232452 9.8518143 8.7268768 11.6207371 12.2727558 NA 9.6908375 7.7699357 11.8282305 10.3157887 0.4789200 2.0639171 NA 7.4957575 0.4789200 10.4831697 5.9218933 8.0862796 11.3361528 10.5144357 7.8883402 8.4789492 3.7268748 -0.5209764 11.0113052 4.3369332 3.8712621 10.5952932 9.0103306 6.2991274 5.6884014 8.6563687 11.2709261 8.7363370 8.9280979 11.2017568 9.6172211 5.7827309 10.1645741 4.2338344 7.3676926 8.0488051 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 0.000 0.000 0.000 0.000 0.149 0.149 0.000 0.000 -0.307 -0.307 0.000 0.000 9.181122 12.465858 12.909402 9.495758 6.299127 11.699328 5.433146 3.286305 9.122805 3.286305 12.263993 9.212287 10.985753 9.692576 7.234371 7.663825 9.813223 4.938380 9.735158 9.215351 7.172437 8.538835 10.158253 7.755074 6.273365 11.704157 12.122805 8.7363370 10.2271421 -0.5209764 7.9135776 5.5874730 8.9708025 12.0125223 10.7203366 8.4418453 9.3197272 6.6884028 9.5355870 8.1759168 5.6884014 9.1811219 5.4331464 5.1793876 7.5978902 8.8165712 12.4305983 10.0918178 12.9269365 5.8673109 9.8243545 10.3260066 15.6629529 10.8182426 13.6994787 10.4045037 NA 11.8378751 7.6337676 10.6146586 8.8008773 7.2991283 8.5952933 10.7035539 8.5206085 10.3873419 6.3244398 7.7268768 13.4404107 11.9490997 8.4331456 10.1155739 10.9249987 1.0639171 10.1451733 -0.5209764 12.4971494 11.0505550 10.0478554 10.0982522 10.6981177 6.8276781 5.5664133 9.9567075 7.9907019 3.7268748 11.2308698 4.4789524 13.6014537 12.4163231 8.6108063 8.7996595 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 3229 kidney stage ii t2 n0 m0 female 2004 NA no NA kidney clear cell renal carcinoma NA NA white hispanic or latino 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 1.456572e-06 2.42762e-07 NA 9.7740275 8.8350461 10.5119093 7.6335881 NA 9.3862285 5.7562467 1.4757594 1.9652856 5.2623317 8.6832382 10.4723504 7.9285948 11.7969874 10.6650661 8.3035547 11.3070429 11.7724225 3.9086976 9.9343474 10.0364506 8.6396370 8.5223140 6.7387705 9.2584063 10.3928094 5.4205936 NA 9.9441561 9.3838280 3.6132370 4.8542451 8.2675498 9.5266727 NA 10.9639775 9.3124172 6.8749064 10.2984659 10.6847016 NA 8.6714770 1.4757594 10.3048242 10.3417782 10.0433116 NA 8.2984659 2.1538053 10.0985197 8.3705536 0.7388111 10.3637665 1.8718831 8.7685175 7.8817282 -0.8460650 6.8885168 9.7795165 8.2198969 0.1538053 5.6773701 8.7462647 1.9611788 9.4768624 10.2138279 9.6101621 6.0486264 10.9517852 13.1133568 10.9070243 13.7296422 10.6039878 8.6070784 10.1289390 1.4757594 15.5271656 NA 9.0471092 10.9228189 4.8817282 7.7831639 7.7045545 6.0963230 1.4757594 11.1555676 7.5223140 6.5025359 -0.8460650 4.1080058 9.5578847 4.2412682 8.2959145 7.4299323 10.1982017 6.1982014 7.1706161 13.3205199 7.8472948 9.1138096 10.2759885 7.2675498 10.8704728 7.7160498 10.7453300 7.9675888 10.4426737 -0.8460650 3.0607046 13.8206973 10.0133424 NA 12.1697452 8.0241723 9.4299320 5.2412720 7.8714839 7.7795165 11.3729761 7.5201299 4.4757334 8.9691908 9.6345978 NA 8.8952744 8.9659848 9.0801036 11.0203138 10.3079928 11.6573998 10.0179937 10.1706159 9.5525513 10.3079928 8.9187622 1.4757594 0.1538053 10.2412704 9.0257129 9.7471987 10.4392098 10.0133424 5.7083969 13.6051475 9.1138096 12.6450344 9.5124588 10.1159806 7.3681266 3.7976667 6.5461243 10.9615650 11.2372869 8.9335269 7.2359568 11.3405564 10.4931009 8.3060922 10.2372869 10.8039618 2.4757334 8.8182549 2.3237447 0.1538053 -0.8460650 -0.8460650 9.3669118 10.2245994 10.0539196 7.9186790 9.4632158 4.6456613 8.6536534 5.4392109 5.7670456 11.4880809 10.0531646 9.4914294 11.1275050 10.3287333 8.5653184 9.9161897 10.1982017 11.3883257 8.9384425 11.2425958 9.6142635 10.5858275 4.0606959 8.2959145 11.1954668 10.0468739 3.0607046 7.6764282 11.9589469 9.1886066 11.5356209 2.3237447 10.2386160 10.6685216 6.0486264 1.1538053 NA 8.9547076 7.7045545 10.6511605 9.1580279 8.5821676 11.0314752 8.7886185 10.4249437 8.6616021 7.3874272 10.4205941 0.7388111 4.8542451 10.0508967 2.7387678 7.9482235 4.7685178 3.1538053 4.0117908 NA 10.9611625 6.7007019 6.9866976 10.0234015 5.7447693 NA 5.1080058 10.5589491 10.2232573 11.3832273 11.3844285 10.9157743 10.9433413 9.5277602 9.1495040 5.9702785 11.1239135 11.7064767 10.2379516 11.6416476 -0.8460650 0.1538053 10.1740931 8.8420580 8.7537205 10.6915113 9.2372869 8.7064767 13.4075812 14.3511395 0.1538053 11.8039618 7.5935555 12.4032174 9.8324078 NA NA NA 7.7425223 NA 11.7246120 8.9835304 9.7666762 9.1927265 11.8044106 8.4847246 8.8052360 4.1538053 0.7388111 11.1170649 1.4757594 3.3237303 9.2452430 9.8749068 7.7758591 4.7083969 7.5504120 11.1485146 9.8499058 10.0094548 10.8667644 9.6305538 8.3802199 10.7574339 5.0607003 7.9898577 9.1339472 9.6871373 8.8920e-03 8.6837e-05 -3.4627e-03 -2.0001e-02 5.9530e-01 -2.2168e-03 0.0000e+00 3.7465e-03 1.7544e-02 1.7544e-02 9.5883e-03 9.5883e-03 8.8920e-03 8.8920e-03 8.6837e-05 -1.2473e-03 -6.1114e-01 -6.1114e-01 -3.4627e-03 -3.4627e-03 -3.4627e-03 -2.0001e-02 -3.7395e-03 -1.1749e-02 -5.1588e-03 -5.1588e-03 3.7465e-03 -5.9701e-01 -1.2300e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.585 0.585 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.815140 11.353480 11.719386 9.845551 10.255783 11.597269 3.908698 1.475759 6.993011 4.854245 12.602569 8.281647 7.716050 10.442455 7.976124 9.014894 11.702629 7.558949 10.838994 7.462146 9.057689 8.767818 9.287874 9.014894 7.881728 10.294637 12.866764 10.0786201 10.5228595 -0.8460650 8.9433412 7.8577111 10.5946767 9.9128636 11.6768794 9.4076551 9.7302920 8.0950604 9.5779739 7.1138099 7.0786205 8.6576332 7.0055572 4.3237303 9.6714770 8.8783213 12.8876703 10.0576895 12.7261525 6.3437311 7.6456606 10.6744263 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 3480 kidney stage iii t3a n0 m0 male 2004 NA no NA kidney clear cell renal carcinoma NA NA white hispanic or latino 2 4 3 NA 4 4 3 3 3 2 NA NA 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.21381e-06 3.814831e-07 NA 10.45047762 7.83110769 10.33114783 8.18608254 NA 9.20826509 8.93103915 -1.52657673 -0.19875855 3.11741246 8.32217829 9.03579791 4.94928746 12.32588998 9.64473236 11.75287593 10.08780531 11.01271434 2.72148203 9.73682470 9.93503492 8.98431962 9.19721645 6.66338020 8.74034205 14.55871675 4.42775365 -1.52657673 9.20402575 9.95636352 3.22844931 3.86586934 9.17226023 9.33386668 -1.52657673 11.66954282 9.45868590 8.71196013 10.52442447 11.78061399 NA 9.04814898 6.56101905 10.53323803 10.64816917 8.19806928 0.05852431 8.73447491 3.28091179 10.46543162 8.54501774 -1.52657673 10.21263147 2.25806660 10.41826396 8.17918806 1.28089694 5.66337878 9.52067937 8.02814422 2.17399087 6.44509929 9.91338641 1.28089694 9.51178862 9.08826538 8.97936717 2.47355315 10.28952315 9.81563018 10.49730988 13.28402675 11.30248534 9.22174830 9.64097369 0.47352718 14.20421141 -1.52657673 7.96139528 11.38513478 4.51794963 7.74967974 7.70717550 6.95333625 2.28089694 11.64926103 7.95256771 2.64348681 NA 2.93298713 9.20317619 1.64348681 9.12729640 8.37743744 10.81840618 6.55037125 6.28090993 12.81569966 8.19123198 9.72976416 8.30327846 8.23344376 11.11891448 8.38344856 11.14332645 9.14066696 11.86573876 NA 6.43934055 14.97571916 9.94014193 1.64348681 11.97849861 7.72858381 9.58599512 5.66337878 8.95131386 8.17918806 10.23219521 7.03961000 4.70237496 8.87656759 9.24339347 1.47357913 9.05287150 8.23177895 9.76357441 9.77276356 10.59184778 11.85142623 8.96139557 10.12640055 9.23094558 10.40540104 8.13217787 2.79547605 1.64348681 10.04814912 9.53289997 9.20826509 10.22300604 9.57618746 1.47357913 13.77747895 11.45815199 14.47141862 9.03101935 8.69393398 10.13355145 4.81340668 6.97738182 10.81896078 10.89667147 9.75316610 6.42192343 12.39043425 11.03484345 9.18951746 8.91026706 10.86721410 2.47355315 9.83603094 2.56100835 4.30644453 -0.52636892 -0.52636892 9.05287150 10.09743698 9.30010404 7.56631286 8.75721097 5.50697953 9.13533375 5.94116032 5.71196013 11.34872893 10.48931904 9.37064469 11.28091045 10.95409334 9.08255890 10.54736239 9.25245398 11.75389134 8.94827553 9.23344376 8.96239979 10.50180694 0.47352718 8.24173962 11.33192512 5.68125247 0.47352718 7.93468692 11.72222436 7.92476679 11.21859956 6.48478262 9.80279131 10.88268126 7.67077237 1.79547605 NA 8.31590582 6.68300862 10.30050117 10.08411902 8.91857050 11.11153881 5.26797019 10.66221859 9.29053914 8.18091465 9.87603464 1.47357913 5.04341013 8.07346840 5.45083514 8.17225998 1.93300602 2.17399087 2.64348681 3.17399087 11.18069894 5.02814477 5.96540798 9.67690347 6.02937116 0.05852431 3.42775365 11.04008529 10.07857194 10.82808046 11.53661348 10.73153262 10.44114211 10.02814435 8.72029625 6.10553352 10.77933229 10.77562320 9.48617998 10.90609742 5.28091179 -0.52636892 9.88876912 9.34006172 8.66708102 10.82615074 9.65532893 8.96741102 12.35428696 12.91675811 NA 11.63452992 7.90363184 13.64863721 10.35428696 2.05852431 1.05852431 1.28089694 6.99711737 NA 11.05899700 8.08826512 9.29133856 9.18005161 11.53812989 7.37442224 8.70892350 2.38045241 1.28089694 11.20041227 3.28091179 0.47352718 10.16660687 9.63783391 7.51247422 5.08826459 7.43355707 11.71121366 9.23011197 8.67322779 11.15391507 10.29453219 7.69755700 9.29532952 3.79223067 5.96540798 8.95131386 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 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.17913e-06 4.161634e-07 NA 10.6800076 9.5120410 10.0889750 9.3996960 2.7841270 9.6746529 9.7710734 NA 3.3926471 5.3113687 8.4245782 8.7814659 7.7841205 12.4997797 10.3002839 7.2162938 11.0967339 11.5486018 3.1560891 10.3734962 9.6917180 9.8709591 9.2425873 7.2512466 9.2113717 13.5765280 6.0095398 NA 10.0214007 9.9998676 4.3113651 6.5423354 9.6667635 9.4615292 6.4177563 12.2292571 9.1499282 6.4780172 10.1213488 11.8886421 -1.3032939 10.2211993 6.2588995 10.0197123 10.4975575 8.6767970 0.6966171 8.6125368 3.9061113 10.6453899 8.2280389 1.5040101 10.2440052 1.9611788 9.0453856 7.9398313 -0.3032939 6.3477099 10.2319330 8.9170361 1.8665915 6.8103994 10.1081686 3.2202216 8.9254764 10.4631865 8.0868267 4.0185897 10.1672860 11.5429315 10.1344096 13.2549587 11.2226677 8.6391721 9.2560348 2.3970910 15.4685597 0.6966171 7.9012289 10.6065507 4.6966560 7.5263803 7.4681475 7.4313672 2.1121330 11.7831256 8.4280104 12.0340008 -0.3032939 4.5793009 9.4431719 2.3970910 9.1550641 8.0208383 10.4271277 6.6566594 7.2928471 13.4825698 7.8540044 9.5623909 9.2367856 7.4448501 10.9852526 6.9206589 11.3776763 8.3314688 11.6024206 -0.3032939 7.3039880 13.5441554 10.6410036 -0.3032939 11.2103852 8.0253323 9.9266780 6.6095467 8.4730908 8.0695228 11.5243972 8.3076826 5.8464056 8.3849081 9.1271101 3.4515408 7.5452804 8.8038747 9.6325592 9.9975822 10.7448038 11.7738172 9.2769163 10.8406785 9.2358163 10.3155019 8.7057865 4.2512495 1.8665915 9.6214700 9.2512464 9.8103997 10.1560893 10.2024691 4.1229212 13.5172853 7.7761422 12.4831314 9.4398091 10.0448325 9.5160384 5.2044538 6.8413153 9.3857820 11.1252795 9.8963300 7.4245778 11.6258605 10.6620812 9.5685629 9.2054429 10.4735018 4.7841218 9.7606930 2.2816092 4.4780205 NA NA 10.0021493 10.4368600 9.6065507 7.5390083 8.3691537 4.9634464 8.5747086 6.1804741 5.4950971 11.6127237 9.6725056 8.9958655 11.8014202 10.9024509 8.6682010 10.3232793 9.9975822 11.4849681 9.6332955 10.0010090 9.5967697 9.5216163 3.3405195 8.2853722 10.9097619 7.6631916 1.0185630 8.7761557 11.3835958 8.3849081 11.3486062 8.4615294 9.6710722 10.7874316 7.6537594 2.1561053 0.2816686 8.3866558 7.1187221 10.1560893 10.8198091 8.8715834 11.1739099 3.7410570 10.6891393 9.0264540 7.4582089 10.3182516 2.6966616 4.0542060 8.5279649 3.6035492 7.0185852 6.0542103 2.6966616 3.6035492 3.7410570 11.2930803 5.4648414 6.6214702 9.9970674 6.6886336 1.2816092 3.7410570 11.1372673 10.3436662 11.3701876 11.1550642 11.4104737 11.0935299 8.8489424 9.5853932 7.3251759 10.5701017 10.5421477 10.0744104 11.9998676 1.2816092 1.6966616 10.1789613 8.9622725 9.1447740 11.5821633 9.5287565 8.5136412 12.7868528 12.9503574 0.6966171 9.9698704 7.1462194 13.8258199 10.1890116 0.2816686 1.0185630 NA 7.9935736 2.8665915 10.8886606 8.1017567 9.2338761 10.2459610 11.5186308 8.8502097 9.1786992 3.0185808 0.2816686 10.9692874 2.6035492 3.0889726 9.7768089 9.3778959 7.0846745 5.7078837 7.5136415 11.8651731 9.5247940 9.5366486 11.1031284 9.9067200 7.9493231 10.5869219 4.7875108 7.2162938 9.0118073 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 3205 kidney stage ii t2 nx m0 male 2005 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 NA 6 1 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 10.399134 9.568192 11.242792 3.867748 NA 9.096571 6.568192 2.867758 NA NA 8.115680 8.774643 9.406911 12.062509 9.189680 9.595673 8.912146 12.489804 NA 8.750395 10.143877 7.511609 8.955215 8.260069 9.810267 11.115680 3.867748 NA 9.115680 10.153154 6.568192 3.931258 8.422341 9.452715 4.452714 11.185165 9.997035 NA 11.327184 9.798489 NA 11.335358 6.867752 8.845032 10.422341 9.115680 NA 7.675107 NA 10.399134 7.452715 NA 10.251456 NA 9.955215 7.997035 3.867748 4.867753 8.511608 9.786615 NA 7.912146 8.845032 NA 8.675107 10.668652 7.391314 6.037677 9.482462 12.867752 10.511608 14.275020 12.779144 9.096571 13.263286 NA 15.030458 4.452714 7.391314 5.452714 7.391314 7.774643 8.845032 7.037678 6.189680 10.719501 6.686398 7.452715 NA NA 9.867752 NA 9.662168 6.774643 8.997035 6.675107 7.189680 13.030144 8.725733 8.750395 8.225304 11.225304 8.855528 9.310696 11.347532 8.675107 10.731938 NA 8.422341 15.366352 10.067425 4.867753 11.753449 8.452715 9.965784 6.675107 7.037678 8.622640 10.452715 3.867748 7.511609 10.153154 8.294017 5.867753 9.277143 9.595673 10.057577 8.890120 8.540178 11.260542 8.568192 10.475083 10.540178 9.821949 8.096571 9.933841 NA 9.944568 8.798490 8.391314 8.955215 9.635936 5.867753 13.219796 5.189682 10.629303 9.467665 9.115680 11.756495 6.327184 8.976277 9.391314 11.032659 10.489804 6.568192 9.912146 10.467665 5.675107 11.171533 10.867752 NA 8.153154 8.077206 9.207602 NA 6.327184 7.997035 9.482462 9.511608 4.867753 9.045271 7.622640 6.774643 6.867752 6.675107 11.478777 8.115680 4.867753 9.933841 11.082071 9.622640 10.609219 9.422341 12.945903 7.997035 9.965784 9.406911 10.928448 NA 7.327183 10.862106 11.533088 2.867758 8.622640 10.406911 8.890120 9.525964 9.077206 10.294017 10.917601 8.359606 NA 7.037678 6.568192 8.037677 8.933841 8.725733 7.189680 10.260070 7.725733 10.638515 9.675107 7.821949 9.207602 5.189682 4.867753 9.207602 NA 8.997035 2.867758 2.867758 6.675107 5.675107 8.750395 6.675107 7.622640 9.422341 NA NA NA 11.615945 9.540177 11.585429 10.086921 11.101372 8.890120 9.525964 8.405048 7.949262 8.976277 9.294017 8.189680 9.171533 NA NA 10.242792 6.568192 10.057577 8.798490 10.738117 7.189680 12.191933 13.291918 NA 9.077206 5.901615 10.268632 11.225304 6.037677 2.867758 NA 7.997035 NA 9.057577 8.700642 6.327184 8.976277 11.655655 8.511608 8.422341 4.867753 8.153154 9.856437 NA 6.189680 10.595673 9.153155 7.115679 8.422341 9.833537 11.379505 9.738117 9.207602 10.225304 9.635936 7.189680 9.452715 7.511609 7.867752 9.242792 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 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.768694e-06 5.895648e-07 -1.5466668 10.4975614 9.5901583 10.4724105 8.2733462 7.4975613 9.7523753 8.6563930 NA 1.7370810 5.3111470 8.0843444 10.7532338 8.2378022 11.8074166 10.9681278 9.6583497 11.6152438 12.0347209 5.2213512 10.0600351 10.1308869 8.6067194 8.3927463 7.8710199 8.9971656 11.5108206 6.1946347 -0.5468776 10.2221786 9.7333581 4.1255932 5.6529367 8.4783069 9.5557991 0.0381552 10.9349667 9.8966289 4.1255932 10.1531734 10.5633243 -1.5466668 9.5359816 6.2279547 10.2745426 10.9614572 10.6954482 -1.5466668 8.2427011 2.2605075 10.1409803 8.1291243 2.1536108 10.6555268 2.1536108 8.8964114 8.2685504 -0.5468776 6.6479246 9.8720740 8.6479243 0.4531224 6.5459251 8.9845486 0.4531224 9.3682998 10.7028733 11.1729839 4.4531686 11.8820417 13.8911143 10.8857092 13.6128415 10.8927385 8.2813037 10.7466389 3.1536108 15.8541217 NA 8.9480229 9.3502563 5.2080529 7.4333067 7.7081955 5.7477875 2.6626157 11.1821506 7.7595933 NA 0.4531224 4.6626214 9.5564551 4.1536108 8.2443301 7.9806440 10.2777283 7.5192565 7.6003723 13.0208857 7.8497723 8.8919592 10.5142009 7.7408797 10.7162164 8.0115879 10.6092503 7.8303777 11.2982652 NA 3.3111543 14.3692566 9.5616918 0.0381552 11.4293734 8.5057353 9.8492368 1.7750927 8.2955178 8.0230230 11.6041838 7.3049162 3.6230943 9.3381010 9.1229382 NA 8.7477882 8.8572445 9.6105142 9.9825978 10.9626948 11.8757196 10.3438115 10.4772680 9.4275819 10.2130555 9.1984802 4.5824476 1.0381552 9.4893408 8.9450203 9.4975615 10.5639768 10.3798338 4.9450224 13.5591576 3.8454800 12.3329419 9.8282066 10.0395379 8.4131692 3.8794313 6.7431864 10.1717001 11.3848282 9.2915833 7.1078029 11.7986917 10.5179100 8.8216739 10.0395379 10.5252999 2.8454901 9.0194498 4.4531686 1.0381552 -1.5466668 NA 9.6855882 10.5535010 10.1648343 7.6601813 9.4663853 6.6819861 9.0952190 6.2923713 6.2213512 11.8841424 10.2258942 9.5286463 11.9488974 10.7096709 8.5853070 9.7426099 10.0168402 11.0154097 8.9737860 10.5131876 9.3720305 10.5740531 4.0077517 8.8162070 11.3273802 11.9919782 2.1536108 8.9957058 11.5103129 9.5353162 11.4652680 8.8625583 10.3350459 10.8585747 6.4247105 -1.5466668 2.3600552 9.2088893 7.6479239 10.7184893 9.6620112 8.6735455 11.3748223 8.5901585 10.4663573 8.8107191 8.1414175 10.6364925 2.0381201 5.0530809 9.6837882 3.2605225 7.8836196 3.6626157 1.9126115 4.6819833 2.4531751 10.7495100 6.9569929 7.0456243 10.6445350 5.9215054 2.2605075 5.0381289 10.8885771 10.1823631 11.5421211 11.2410698 11.5877540 11.0581837 7.7477882 9.6217453 5.7330099 11.1950555 12.3906330 10.1691293 12.1421824 NA 0.4531224 10.0965726 9.2693509 8.5511995 10.9445193 9.5551430 7.7477882 13.9226819 14.9139271 1.0381552 12.1046675 8.6293155 12.5033560 9.9425135 0.7750927 1.0381552 1.7750927 7.9268730 NA 10.9746107 8.9884427 9.8085184 10.0096733 12.0685670 8.9649199 9.0491052 5.3479845 0.0381552 11.0825239 1.6230709 1.9126115 9.2500181 9.7666172 7.7863226 4.9923243 7.6029141 11.4236327 10.1060122 9.9644258 10.4903710 9.8907270 8.3111484 11.2512340 5.1206339 8.2246568 9.1734116 9.5333186 0.00097064 0.00097064 0.00903120 -0.15003000 0.01924900 0.01098200 0.00543430 -0.01241200 -0.04020900 -0.04535100 -0.04535100 -0.03681000 0.00097064 0.00097064 0.00097064 -0.20272000 -0.49329000 -0.49329000 -0.49329000 -0.48827000 0.00834470 -0.15003000 -0.22016000 -0.49788000 0.00027728 0.00027728 -0.00193990 0.00170010 -0.00277070 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.488 0.000 0.000 0.000 0.000 0.000 0.000 -0.220 0.000 0.000 -0.498 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.488 0.000 0.000 0.000 0.000 0.000 0.000 -0.220 0.000 0.000 -0.498 0.000 0.000 0.000 0.000 0.000 11.099726 11.227748 10.658350 10.215549 10.309204 11.064192 3.038138 2.360055 6.743186 3.453162 12.633543 8.194601 10.460545 7.621212 8.600767 9.498927 11.586952 7.439009 10.869437 8.354034 8.748936 8.683704 9.222633 8.125593 7.579872 10.650998 14.281130 10.395682 10.603549 -1.546667 9.064192 8.211390 10.285266 9.944519 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 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 1 5 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 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 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 4 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 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 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 7 0 0 0 0 1.768694e-06 7.282859e-07 NA 10.3368213 9.8583152 10.6194209 8.2186296 1.6187085 9.4594945 9.3127958 NA 2.9122283 3.3191555 8.4196164 9.2769281 4.2911394 12.2533008 9.8134735 11.0381502 10.5379524 10.9485130 0.2036397 9.2751414 9.8493375 8.2204876 7.9696559 6.3669097 8.9518719 11.7048529 5.8666434 NA 9.1354015 9.7923937 2.3191555 3.9406460 8.4436754 9.4106934 NA 11.1420335 9.1636811 4.6631112 10.6462771 10.8066872 NA 10.0444571 3.8666410 10.8020419 10.8023520 8.0365693 NA 7.2334260 4.1733034 10.0349864 7.4260718 -0.3811975 10.5743520 2.3682375 9.4696848 7.7760638 NA 5.8281695 9.4041691 7.7986260 -1.3811975 6.1885730 9.3943270 2.7061769 9.2787124 9.4000763 10.9457078 5.7272398 11.5718145 10.4074350 10.8493375 13.2772071 11.3474875 9.1895212 9.8066872 2.6187085 16.5112357 NA 8.7646487 10.0642489 3.3736065 7.7246250 7.8547307 5.0616596 1.7886440 11.2677482 5.5966847 NA NA 5.1105679 9.1970894 0.9406554 8.2733527 8.2204876 10.2107064 5.8475360 6.7836230 13.7879370 7.4000768 8.4324976 9.7344106 6.2260461 10.6549865 7.7836236 11.3972045 8.5845011 12.2399672 NA 0.2036397 14.5255368 10.8843316 NA 11.8654572 7.0491690 9.1961455 4.3466378 9.6116551 8.3802680 11.1677793 7.4547673 3.7479996 8.9144856 9.2195587 NA 9.0470767 8.4579205 8.9144856 9.9817562 10.2634743 12.1586000 9.3466372 9.9167792 8.8342495 10.3951497 8.4492477 0.2036397 0.9406554 10.0476001 8.6355248 9.4579205 9.9795637 10.0008002 5.7061796 13.5853122 8.8761043 13.0283064 9.6583211 9.2840525 9.6961999 4.4766992 6.8808116 10.7269144 10.6299439 9.1800046 6.6410850 11.6878727 11.0368328 9.0883584 10.3976151 10.9119009 1.7886440 9.6972545 3.4766927 0.6187085 NA -1.3811975 9.9485130 9.3069669 9.3534263 7.6130704 9.3834306 4.5256054 8.2589617 5.6848047 4.7684649 11.9664764 10.2621219 9.2232698 11.2935709 11.2425981 8.9652305 10.6194209 9.4098795 12.2362989 9.3769398 10.6215317 9.3976152 11.4376982 1.7886440 7.9630128 11.3744388 11.8661339 2.9406366 9.3871656 12.0489078 8.4212330 11.3215386 8.1617486 10.2237331 10.7563482 5.7785871 -0.3811975 -1.3811975 8.6507624 6.6521394 10.3393884 10.1785716 9.1235356 10.6358730 6.7836230 10.8441290 9.1627151 8.2643750 9.6151900 0.9406554 4.9224976 8.9190692 0.9406554 8.1923638 3.4766927 0.6187085 2.9406366 0.6187085 10.4856092 6.7324592 6.6466221 9.9833438 5.4153395 NA 2.9406366 10.4004862 10.2711135 10.9980950 10.8980370 10.0944500 11.3333915 9.7075049 8.8717722 6.4305730 10.6109468 11.0694124 9.7550670 11.0997592 NA -1.3811975 9.9713119 8.5988561 9.0954630 10.6201249 9.0013406 8.3156840 13.5710484 14.1859003 3.7061769 11.1356477 7.7570653 12.6390890 9.5450127 0.6187085 0.2036397 -1.3811975 7.4066191 NA 11.4726148 8.0883584 8.7259337 9.2688709 11.6951982 7.2407684 9.0603847 1.2037023 -1.3811975 11.3122036 2.5256179 0.6187085 10.4766976 9.4492318 7.1500976 3.9406460 7.6739987 11.6095297 9.5097408 9.2981966 11.3167701 9.0344584 7.2371019 9.7499306 3.5729139 6.5013595 9.1145716 10.6407376 0.00221930 0.00221930 0.23907000 -0.16493000 0.46844000 0.58955000 -0.00981850 -0.08133900 0.35594000 0.35594000 0.35594000 -0.27105000 -0.03053400 -0.03053400 0.00221930 0.40866000 -0.52675000 -0.52675000 -0.50888000 -0.50888000 -0.48449000 -0.15860000 0.00000000 -0.00981850 -0.02507200 -0.02507200 -0.10532000 0.00069327 -0.17208000 0.000 0.000 0.221 0.221 0.000 0.000 0.000 -0.172 0.000 0.153 0.153 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.191 0.191 0.000 0.000 0.000 0.409 -0.527 -0.288 -0.165 -0.165 0.470 0.470 0.000 0.000 0.590 0.590 0.000 0.000 0.000 0.000 0.356 0.085 0.000 0.000 0.221 0.221 0.000 0.000 0.000 -0.172 0.000 0.153 0.153 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.191 0.191 0.000 0.000 0.000 0.409 -0.527 -0.288 -0.165 -0.165 0.470 0.470 0.000 0.000 0.590 0.590 0.000 0.000 0.000 0.000 0.356 0.085 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 male 2005 534 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 NA 5 1 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 5 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.895648e-07 2.080817e-07 NA 10.65729844 8.59279114 9.96655376 7.83187218 7.88001997 10.10196110 9.49775446 0.04390439 2.38739012 4.79885928 7.83187218 10.07049278 6.73047014 12.31031671 10.87765009 7.70574780 10.23008362 11.75993136 2.21390714 9.80635145 10.14791287 8.97618403 8.79718617 6.98648375 9.11811077 13.65095285 5.92661148 NA 9.91124816 9.58312810 3.68782216 6.80552076 12.83970467 9.22138895 5.87685824 11.67514644 10.34088557 7.44484842 11.20604597 11.29840750 NA 10.63174693 8.02696269 10.25037328 11.70819444 10.22822490 NA 9.07463655 4.08836212 10.51208424 7.47023424 2.62893687 10.11742142 1.36591645 9.27194618 7.72696401 NA 5.15249578 10.27878686 8.72520775 NA 6.96878197 10.11811090 2.74441947 9.20636069 9.61761659 11.08665475 5.81215420 12.98529398 12.31017028 11.50902556 13.90097840 10.98391585 9.20257909 10.61240060 3.85132929 16.23877431 NA 8.57729928 9.29545190 4.21389159 7.59471649 7.67696480 9.96655376 2.21390714 11.11341915 8.41666032 6.14200083 NA 1.36591645 9.82942180 1.85131929 9.76592305 8.51564465 10.27218676 7.44057437 7.58700112 13.37635564 7.87685947 8.57339990 9.29899801 7.87685947 10.51848655 8.92813992 10.82614859 8.46813566 11.92125351 NA 8.12345411 14.94287775 9.75391469 2.36588847 10.20194782 7.62893176 9.59663852 4.97470826 8.58118777 7.82860429 10.76720364 7.70218100 5.62893104 9.09925180 9.23008362 0.04390439 9.39711627 9.33398829 9.82450916 9.38270572 9.74354190 11.90173658 9.79718617 11.29219346 9.64202190 10.38326267 8.76102891 4.21389159 2.36588847 9.56360566 8.52778506 9.39159074 10.12011693 9.93954469 3.36590246 13.67213009 7.14200185 10.18288109 9.28356786 8.88001967 9.35798607 4.59855577 6.02124874 10.43682344 10.69097801 9.56163869 6.95685819 11.32922997 10.79927425 9.59951716 9.62139825 10.71063719 6.02124874 9.86441166 3.99816842 3.68782216 -0.95595567 NA 9.66967825 9.11274756 9.89259230 8.03832259 9.98580936 7.77867906 8.18352076 6.74440870 6.61382482 12.26661337 9.49105258 9.43735988 11.09109332 11.45150271 9.08425910 9.72959423 9.54381523 11.42388917 9.54878839 9.67787271 10.03526443 8.23626204 3.50339962 7.91741326 11.52046247 9.08456048 3.43628179 6.98078393 11.44084171 8.16809091 11.00360912 7.81875663 10.04537758 11.01227618 8.01838381 2.36588847 0.04390439 9.35798607 7.74787274 10.33052714 10.29426784 9.03123334 11.49027729 6.42767321 10.87494401 9.04959401 8.21138752 10.12678370 2.36588847 4.59855577 9.95161125 0.04390439 6.32009290 3.29189820 6.08781711 4.59855577 3.04397437 10.36646090 6.23379413 7.16809041 11.54406430 6.69502083 0.04390439 4.50339962 11.13969606 10.57046862 10.91625949 10.78037129 10.93613269 10.23872620 8.52576900 8.61382482 5.69602443 10.95798067 11.12245382 10.02482302 11.15314710 4.56753328 0.62891354 9.95536134 8.81875631 9.40810403 11.25006802 9.88553379 7.55176439 13.65285946 14.25844029 4.92661148 11.66028846 7.84616232 13.64213821 10.31192651 0.62891354 0.04390439 NA 7.79551372 NA 9.53588266 8.51157478 9.53782487 8.98941323 12.44684820 8.58700112 9.11075812 2.62893687 1.36591645 10.70441102 NA 3.95086030 9.96878183 9.18479924 7.30135718 8.40371892 7.68421422 11.29545178 9.75219112 9.16420728 10.49260190 9.36476983 8.00397152 10.81256729 4.99443943 7.57924503 8.58700112 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 male 2004 2554 NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 1 2 3 2 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.184858e-06 4.508437e-07 NA 11.16818690 9.31939936 9.78971915 7.93359270 2.65642772 9.79825761 8.62487074 -1.51333711 2.23066416 3.80843654 8.27277906 9.37372977 6.48651005 12.52010432 9.94901148 9.31067253 10.10259856 12.02784792 2.18694420 10.71592897 9.43341560 9.73680762 9.54314688 8.72610778 9.18086717 13.55852165 5.04109839 -1.51333711 10.22839748 10.23972597 4.31940117 4.31940117 8.84406139 9.65893675 5.08642288 12.09603433 9.52268294 11.80857824 10.20931677 11.58338910 0.07148811 10.22671166 3.44069977 10.55595905 10.56499371 8.59894874 2.18694420 9.09198882 3.73443867 11.10970492 7.67386166 0.48655993 10.02480973 0.07148811 10.13949763 7.75797197 0.48655993 5.51993184 10.19559306 8.44070558 1.29384130 6.82190023 10.14025002 2.39338874 9.20589806 10.20461394 8.53090334 3.39340247 11.24358876 11.14315754 10.96274913 13.55654632 11.15295520 9.28163172 9.89802026 3.44069977 15.39413932 -0.51354304 7.23134312 10.72102731 4.44070641 7.53635758 7.92530104 7.18694915 1.79393749 11.39658980 8.67880223 7.10489434 -0.51354304 4.69596042 10.09522610 0.80842624 8.74977861 8.52542841 10.57164970 5.87021428 6.43487672 13.78130946 7.07896628 8.80052592 8.89377689 7.12313436 10.75932564 8.42314701 11.22628984 9.04013846 11.67633380 -1.51333711 4.04109401 14.93720374 9.49072976 -1.51333711 11.62654016 7.87021366 9.78857691 6.56332442 8.36609268 8.05446540 10.53669802 8.18173767 5.14471942 8.20075494 8.73087325 0.07148811 7.77422173 8.56466016 9.52748385 9.85283144 10.43158723 11.64748046 8.86046191 11.11700394 10.05636486 10.63720856 7.83025025 2.57398037 0.07148811 10.23218358 8.57131768 9.33121502 9.85501576 9.52885258 2.87882341 14.00267095 9.87614057 13.38718742 9.56332480 9.04397300 10.65956168 5.82636035 6.89589998 9.82078257 10.49808598 9.48862105 7.06770970 11.68756106 11.44705429 9.45948900 8.89802026 10.78771960 3.24139785 9.88983019 2.73443867 2.29387072 NA NA 9.53635777 10.68587490 9.07522401 8.23972597 9.48728395 4.10122144 8.85283159 9.51441523 4.77191198 12.16356817 9.50748922 8.11221794 10.73858327 11.69489603 9.86263457 10.96122922 9.44215913 12.40341502 9.67571609 9.13486676 9.56998867 9.86371982 -0.51354304 7.92530104 10.79086056 6.29553753 1.07148811 7.85848212 10.98211450 7.82858398 10.78514469 8.57794463 9.77017642 11.18803231 7.90013743 1.80842624 0.07148811 7.74625229 5.95411487 9.96072223 10.52508539 9.03629397 11.37201497 5.66641860 11.05031803 9.45445600 7.27114364 10.02421300 1.94594474 4.21442793 8.32728721 3.87882341 7.71292175 0.80842624 7.82853956 3.65643917 1.94594474 10.31464578 5.21442793 6.80392186 9.54652969 6.13418397 0.07148811 2.87882341 11.29225312 11.02978277 11.35725926 10.98286377 11.05327686 10.17213406 8.89058653 8.35693565 6.60342458 10.54246952 11.26335348 9.73206191 11.55579119 2.73443867 -1.51333711 10.08316496 8.85719663 10.07053222 11.58864901 10.25220973 8.12675402 12.30019026 13.49799861 0.48655993 10.55998139 8.90340167 12.73910078 10.58848491 -0.51354304 0.80842624 NA 7.25469324 0.80842624 10.08037186 6.69596320 8.56998848 9.82301576 11.21166245 7.65392775 9.15258222 1.80842624 -0.51354304 10.81994419 3.29387072 1.07148811 10.54280824 9.30828328 6.50331693 6.22797591 8.01983922 11.86385539 8.67756849 7.59503365 11.18130242 9.09568791 9.23218370 9.90488897 3.57396826 6.38737633 8.62221842 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 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 1 NA 2 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.144449e-06 3.468028e-07 NA 9.9125969 9.1965338 10.1071725 5.9105792 -1.1555340 9.7611164 5.7640701 -0.1555340 0.1664584 3.7513780 7.3562433 10.0654732 5.4883479 11.5653759 10.5195653 10.1071725 9.7491249 12.0912310 2.1664262 10.2129969 9.9503989 7.1798802 7.7271336 6.9266399 8.9332787 10.1590736 6.0043621 -1.1555340 9.9853201 9.8854650 2.5449304 2.8453897 8.0293656 9.7079023 NA 10.5366700 9.7294240 3.3039268 10.8313990 10.2373444 NA 9.5371060 4.2368064 10.7888364 10.6574699 9.1619030 NA 7.8160339 2.7513780 10.1499822 7.2195296 NA 10.8057411 NA 9.6348388 7.6027137 NA 2.7513780 9.2936390 7.8861495 -1.1555340 6.7811289 8.9929669 3.0144089 9.7286608 10.3353412 12.2028668 6.7633531 11.0925069 13.2779454 11.3161656 14.1490556 10.8239156 9.2140876 9.9929669 2.1664262 16.5512225 NA 8.7840694 9.7225413 3.7986830 7.5169158 8.8902500 5.2538796 1.2986583 11.3265420 6.5414575 1.8445062 NA 3.4294553 9.7133130 6.0539433 7.8916142 8.7468656 10.5796233 6.1932178 6.4665423 13.1450574 7.1206153 8.5825827 9.5630233 7.7210076 10.1654094 9.0330791 10.5177995 8.6077028 11.6958490 NA 3.7024692 15.2264557 9.1765270 NA 12.4659700 7.8943388 9.2822424 5.1298929 8.7468656 7.6931133 11.0962686 6.3990788 1.8445062 8.7913967 9.7001376 NA 8.9425224 8.3913850 9.4162429 11.2140877 10.0660775 11.7077068 9.3836492 10.3403454 9.6630726 10.3937937 8.4829624 NA -0.1555340 10.6295341 8.8303323 9.5792339 9.9705494 9.4847353 4.0144178 14.6156445 6.9634314 13.2647138 10.1264204 8.7825996 9.8943390 3.5449304 6.5859570 10.7079024 10.3601902 9.4219192 7.0733093 11.3828636 11.3537705 7.8444905 10.3363434 11.0745108 2.0144267 9.0792120 1.4294285 -1.1555340 -1.1555340 NA 8.0093976 10.1748471 8.8984164 8.0343148 10.0395857 3.7986830 9.9601843 9.7737488 5.0539454 12.2428333 10.6985796 8.8820374 11.0256426 11.5466630 9.5230905 9.9352644 9.3611753 12.5138184 9.2314307 10.3151492 8.8875177 11.0237775 2.9319477 8.4973353 11.2778150 11.6839284 1.8445062 9.3916451 11.5438459 8.3423423 10.6662644 9.2581182 10.1573733 11.3465763 7.2998179 NA -1.1555340 8.9092331 6.4518210 10.5660168 9.7140842 8.8984164 11.4425429 8.6060417 10.7396870 9.2780758 7.6614739 9.3572309 1.8445062 5.1298929 10.0212869 3.6518439 7.7928573 5.1843398 1.6518668 3.6518439 -0.1555340 10.3841339 7.3483165 6.5379778 10.0496727 4.9319525 NA 2.7513780 10.8030431 10.6114333 11.1027620 11.0441627 10.3572309 10.4564373 8.3836490 8.3595989 5.7936748 10.4964390 11.0870690 10.0822978 10.7778122 NA NA 9.6750056 7.6805410 9.3670720 10.3482069 10.1533981 7.2915732 12.4141087 15.8904313 3.4883479 11.6429622 8.7308271 12.7439417 9.6734202 -1.1555340 0.4294285 NA 6.3039214 NA 9.7862863 7.8640809 9.0318423 8.9865975 11.7408228 6.9213054 9.1491953 1.8445062 -0.1555340 10.9575814 1.1663941 1.1663941 10.2469695 9.5009152 7.0490611 5.3202247 8.2936390 11.3722117 9.2249514 8.4124466 10.6393123 9.3453323 8.1551031 9.6899805 2.9538426 6.6582715 8.3262897 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 male 2004 2423 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 3 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 7 0 0 6 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 6 0 0 0 0 0 0 0 0 0 0 0 0 7 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 1.075089e-06 3.468028e-07 NA 10.5728961 8.8024847 10.2369124 8.0811340 7.5275028 9.3232417 9.6130303 -1.3823254 0.4933399 2.6176041 8.3006038 9.5461278 5.3724960 11.8382900 10.4193178 10.0677897 10.5413083 11.5489010 0.6175806 9.7781111 9.9429149 7.5659764 7.4848881 7.8074341 8.7800006 14.7367329 6.1950385 NA 9.2623669 9.7686260 2.4249758 5.0770421 10.3322842 9.3857938 NA 10.7258072 9.3981492 8.7222081 10.6030956 10.0527588 NA 9.2424048 6.3923964 10.7176147 10.8282807 9.2979688 1.7875160 8.8820521 2.7875369 10.1114649 8.0564014 NA 10.5352538 -0.3823254 8.2593723 7.5483465 0.2025118 5.4120261 9.3189158 8.4087721 -0.3823254 5.7875343 9.6630484 3.3180420 9.4701388 9.5078737 10.0852150 6.0438738 10.9574511 12.9266594 11.0816445 13.5332087 10.9231012 8.8584007 10.3137076 2.6176041 16.1255047 NA 8.5275024 10.6312810 3.6176041 7.5063528 8.0227506 7.4910538 -0.3397102 11.1470400 8.1394649 0.2025118 0.9395275 3.4249624 9.6351139 4.6399788 8.4895148 8.2704542 9.8294978 6.6997584 6.8890719 13.8065459 7.9641231 8.5934572 9.9485262 7.2864940 10.8487706 9.4825694 11.4469357 8.0333514 12.4036748 NA 6.5244994 15.0882206 9.2119340 0.9395275 11.3940425 7.2650674 9.7629047 1.7875160 9.3857938 7.9053220 10.7676740 7.7925352 3.7468932 8.9429150 9.4971926 1.7875160 8.7925352 8.1817590 9.4313906 10.1678752 9.0216865 11.4696922 9.3674787 10.2451433 9.3128378 10.2156620 8.4298670 2.9395463 -0.3823254 9.6034513 8.4136491 9.9133783 10.0190223 9.7787413 4.9751624 14.0439397 10.2992870 12.4825693 9.5681653 9.3699901 9.8264535 3.0770379 5.3989694 10.7865949 10.4595669 10.1009214 7.2359951 11.7252662 11.0075096 9.4786964 9.7241724 10.8267581 3.7875369 9.6487730 6.3041094 2.8655428 0.2025118 -1.3823254 9.8673155 9.6823522 9.0953677 7.7673569 9.1231928 4.8074322 8.9440388 8.6970941 5.6176100 12.0162195 10.1209383 9.0605530 11.3849663 10.9726852 9.3623088 10.1888880 9.5017799 12.1218077 8.9937349 10.6119629 9.4079579 7.9839319 1.4249758 8.1014253 10.9638461 9.7077482 6.2829457 8.0704274 11.5750743 8.3438275 10.9027226 8.5557188 10.0698506 11.0045496 7.1134640 0.2025118 NA 8.3641237 7.1333097 10.1342944 9.7057352 9.1645040 11.1092121 6.4249641 10.7199001 9.0511948 7.3758327 9.5571885 0.6175806 4.9213887 9.9850242 0.6175806 8.1683562 3.5245025 3.3180420 3.9395369 3.9751624 10.9627374 6.2829457 6.6997584 10.7219199 6.0303052 -1.3823254 3.7050711 10.7875344 10.2970895 11.0665001 10.7517148 10.1717186 10.6101937 8.6385894 8.4454602 5.9754261 11.2517398 11.7174503 9.8178950 10.4925908 -0.3823254 -1.3823254 9.9822913 9.9882968 9.4994882 11.0010437 8.8294976 7.7287450 13.7384953 13.7424577 4.8464281 11.3402035 9.1190586 11.9998281 10.1034388 NA -0.3823254 0.9395275 7.0770411 NA 11.1288753 8.2063238 8.6288366 9.2731401 11.7806301 7.8049615 8.9822147 1.6176276 -1.3823254 11.0021234 2.8655428 3.3180420 10.2267881 8.5920242 7.3923964 10.3683165 7.8560140 11.4445551 9.0417758 9.2119340 11.3975339 9.7116871 10.0093900 11.0388853 4.0303891 7.4879743 9.1997513 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 326 kidney stage i t1b n0 m0 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 NA 5 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 3.468028e-08 0 -1.2908859 10.4432721 8.8510928 10.0432592 7.8688571 1.2939590 9.7499606 9.3455290 0.7090259 2.0381201 5.0127653 8.2712282 10.6003899 7.7911349 12.1576185 10.9710807 8.9378046 10.8898274 12.2736118 4.2635753 10.1082639 10.2731354 8.9074309 8.9722552 8.2674066 9.2078350 13.6339375 5.8587320 NA 10.0477223 9.9622425 4.5669673 5.1522605 9.8587331 9.5739457 2.5163430 11.1339395 10.2143013 5.8382686 11.0818510 11.0432592 NA 10.4895257 5.1684174 10.3906636 11.0385020 10.3523912 NA 8.7601950 3.2325533 10.2088318 8.2187608 0.2939590 10.3426760 0.7090259 9.2791358 7.8764040 1.5163178 6.3528415 9.8004212 8.7271860 NA 6.5607348 9.2549157 3.8789117 9.9897567 9.4154819 10.3360638 6.1013034 10.7783551 11.4009475 11.4180697 14.1166852 11.1945636 9.3528422 11.3503603 0.2939590 15.8088165 -0.2910624 8.8726355 10.0566072 5.0127653 7.6602705 8.1643131 8.7033392 2.4766409 11.1220849 8.0068422 2.0309010 -1.2908859 2.8789019 9.6566228 4.1352475 8.7174146 7.8148945 10.0883642 8.2442611 7.3273712 13.7487618 7.4672094 8.7075762 10.1023764 8.1456973 11.1067461 8.5560431 10.5931564 8.3884660 10.9789892 0.2939590 6.0665370 15.5513854 8.4555003 1.5163178 11.1895237 8.1013034 10.1534831 1.7089818 8.8751491 7.9208745 10.8184901 7.9086580 5.0309143 8.8888951 9.4952554 4.2325456 8.5992501 8.4821251 9.1694418 10.6064532 9.5426667 11.5885423 9.9851103 10.6041825 9.5355343 10.7282291 9.2416438 3.4638709 0.7090259 10.1586505 8.8764040 9.2569408 10.1373461 9.9943881 5.0309143 14.4489511 7.3126125 12.1022423 9.8272781 8.7547456 9.0894470 4.1684174 6.6158768 11.0626841 10.8798499 9.3946108 6.5916286 11.9105340 11.1410057 9.0588200 9.8732643 10.7767563 4.2008417 9.6305442 3.8382660 3.6158753 1.0309010 NA 9.4240898 9.1226137 9.8188165 8.3310378 10.7741866 6.0488356 9.2674066 7.0926906 6.5355351 12.0618569 9.6507671 8.9147792 11.1983321 11.2345067 8.9785918 10.2374400 9.5731721 11.2278849 9.4154819 9.7012162 9.1684174 8.2788416 2.4094181 8.7202131 11.3978918 10.8483006 3.8789117 7.8703949 11.3496827 8.8459770 10.7068710 7.2167808 10.2088318 11.2286222 7.3126125 1.0309010 1.0309010 10.3694275 7.1684174 10.4721982 9.7642684 9.0297864 11.7074000 7.0127664 10.5431449 9.3437969 7.7451593 10.1204968 2.9569116 5.1684174 9.8382689 -0.2910624 8.9746010 3.9569116 3.8382660 3.7533799 5.8175107 9.4993345 7.5259694 7.9257319 10.7420647 6.9243244 NA 4.8382711 10.5470080 10.5540838 11.5652169 11.1215557 10.7635903 9.9851103 7.7831272 8.6744239 6.0059928 10.9687291 11.7334330 10.1023764 11.1890187 -1.2908859 0.2939590 10.0093385 9.7567915 9.3989839 10.9845285 9.7458464 7.7033395 13.6019081 15.0108929 6.5034012 11.9514157 9.1424775 12.4892181 9.9839464 -1.2908859 -0.2910624 NA 7.7533799 NA 10.1457079 8.1352506 9.5179500 9.2901864 12.2459616 9.0195988 9.0928628 4.7313516 -0.2910624 11.0532818 5.5418772 1.7089818 9.7784356 9.5171458 7.6573535 6.1013034 8.1498553 11.2345067 9.6733267 9.3273714 10.6463597 9.9455980 8.9616514 10.8823507 4.9565353 8.0466078 8.7884707 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 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 3 2 3 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.629973e-06 7.629662e-07 0.9990619 11.2863661 9.6855390 9.5485023 9.1739641 6.6808630 10.6649666 8.0014037 -0.5859727 3.0463514 5.6620032 8.4855383 9.2828987 8.6643744 11.9686649 9.5977114 8.5914954 10.5587343 12.1647830 5.1689629 10.2944248 10.3675450 9.9169079 10.0552247 8.4962250 9.3595199 13.0196713 7.3388888 NA 10.6971644 10.1479387 4.6620061 5.7891163 12.6448470 9.7235524 2.8734983 12.1246672 8.8776004 7.5587345 10.6761709 11.9962180 -0.5859727 10.9425301 7.8445288 10.5497853 10.1462434 8.5764673 NA 8.2019788 3.9990349 10.9346947 7.6283952 -0.5859727 9.9109199 1.7156738 9.7705280 7.6235296 0.9990619 6.5536278 9.6620036 8.7694270 2.5840004 8.9933919 9.5914956 4.9990394 9.2278573 11.1855655 7.7405053 3.9376363 9.1919887 10.4168910 10.2556403 14.0164849 10.5271670 9.6832027 9.4280965 1.7359987 15.7992138 1.9990259 8.1589101 9.1739641 4.9990394 8.0102657 8.2501264 7.9415530 3.2214286 10.6919446 8.9401644 4.5433598 2.9990439 3.3209612 10.0838469 1.7359987 8.5510672 8.7760197 10.0970706 6.4253032 6.8234666 13.7434519 6.2844401 8.9159131 7.4253032 9.4474990 10.6314279 9.3565906 11.2286585 9.0917956 11.9753640 -0.5859727 9.4433632 14.6528912 8.7760197 1.4140814 10.2019786 8.5840011 10.4280965 6.4474982 7.8277041 7.7494666 11.7633573 8.7132841 4.4140746 8.4529948 8.9474058 4.5840004 8.4882173 8.7760197 9.8160222 10.5336656 10.3884906 11.6824952 9.0525118 10.9503233 10.0865013 10.7655674 8.9064301 4.3209684 3.3209612 10.2805822 9.3448134 8.3682725 9.8319285 9.4461218 3.2214286 14.7470566 5.2469667 12.4988844 10.0838469 7.1214351 11.2840554 4.3209684 7.2967189 10.4392156 10.4273986 11.6238340 4.6235274 11.0222246 11.3092726 9.8745319 7.7178567 10.9648228 2.8734983 9.4537628 2.9990439 3.7360095 1.7359987 -0.5859727 10.0651277 11.2798093 8.8918344 8.5252119 10.4290729 5.1419967 9.2230402 6.4364434 6.3913553 11.5958495 9.9049269 7.8319285 10.7035186 11.2774880 9.6270829 10.8208125 9.6001902 13.0538689 9.1300379 9.1487857 9.3462908 7.2532802 0.9990619 6.9059297 10.6942668 6.1709666 2.2214441 7.2747285 10.3565905 8.0177026 10.5265156 9.6112926 9.6960060 11.0027907 8.8234669 2.4140814 1.4140814 7.7583718 5.5015379 9.1689636 10.8460959 8.2658250 10.7999385 3.6620004 10.9603435 9.2390347 7.7934544 9.8642563 1.4140814 5.0579311 7.6620032 NA 5.0579311 1.7359987 3.2214286 5.0864993 2.9990439 9.5028642 4.5433598 7.0651274 10.2109269 7.4678932 1.4140814 5.6235304 11.1162487 10.3565905 11.6134416 10.9763185 12.1110435 10.4995485 7.7449932 8.3827429 6.3051315 9.8938564 9.9980990 9.6714639 11.1710492 -0.5859727 0.4140273 9.9337123 8.3682725 9.5381973 10.5536274 10.5720545 7.8149554 12.4228548 12.5871285 3.3209612 9.6320337 7.5758123 12.2528860 10.3863378 -0.5859727 0.9990619 NA 7.4419822 -0.5859727 9.0651635 6.6332452 9.1555431 10.1756273 11.0375003 9.3477666 8.9922223 3.5840004 1.9990259 10.2951900 3.7360095 4.2214286 10.1283215 8.6572498 7.2406244 5.3448143 8.0065331 11.3639027 9.5865036 9.5472183 10.8549452 9.5574593 7.2967189 10.1872152 5.2861678 7.8898094 7.8735075 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 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 1 NA 1 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 1.387211e-06 7.282859e-07 NA 10.2026792 9.2624341 10.4262248 8.2116236 7.6230899 9.2981419 5.5979870 -1.4485086 0.8236678 3.0751903 8.1233801 9.4150395 4.8554067 12.1255114 10.1936794 9.6450452 10.6123236 11.0604128 0.5515898 9.7352631 9.7352631 8.5217335 7.6443848 5.1809832 9.0384625 11.9158991 6.1440851 NA 9.2416255 9.9836475 2.1365852 3.0110662 8.6731610 9.4756978 -1.4485086 11.4462559 9.5231712 5.7707973 10.5083667 11.3805574 -1.4485086 8.7948015 2.7215477 10.5296229 10.7058128 8.4867928 NA 8.1515402 3.0110662 9.9684252 7.9025669 NA 10.9112070 1.7005729 9.2282898 7.9820803 1.1365852 5.0110573 9.2354995 7.4794052 0.8735770 6.2863378 9.5166903 0.1365852 9.9530405 10.0589267 10.0444822 5.0110573 11.3703416 11.0636272 10.7306036 13.7614236 11.2131830 8.9439451 10.0800817 1.8735376 16.2713841 NA 8.7768350 10.8981414 4.1365934 7.7013744 8.1004495 5.4941436 1.3589588 11.5677395 7.2782208 NA NA 4.0434845 9.2354995 3.7995536 7.8462482 8.4204500 10.6812326 6.1663379 6.7165342 13.3212589 7.8847829 8.9610184 9.4335064 6.6549152 10.8522175 6.4464448 11.3187775 8.6911789 11.5778052 -0.4483117 -1.4485086 14.7509549 10.0161734 -0.4483117 12.6053838 7.0554538 9.2701605 5.3845161 9.1384674 7.8870177 10.8783380 7.1478175 4.2520674 9.2381281 9.1138700 NA 8.2151859 8.4630195 9.3884670 10.6224194 10.2363763 12.0046886 9.2795481 10.0146411 9.0303973 10.4875293 8.2701435 1.5516391 0.1365852 10.1686359 9.0110592 10.2000167 9.9239486 9.6250997 4.6177158 13.7181438 9.7683734 13.1743086 9.2761414 9.7451529 9.1186330 4.2240557 6.2863378 10.4158138 10.7768350 9.3630024 6.8042937 11.1733590 11.2149633 8.4403709 10.1233803 11.1617297 0.8735770 9.1890405 4.0434845 1.3589588 -1.4485086 0.1365852 9.0110592 9.5753819 9.5109052 7.6337763 9.5005424 2.7215477 8.6601521 6.5403125 5.0624326 11.9295159 10.3027531 9.1375291 11.3722055 10.8396285 9.0474828 10.2850667 9.7108682 11.8187069 9.1837140 10.9223150 9.4380863 8.8219229 1.7215477 7.5795339 11.4039620 11.4958657 2.0110662 9.3748037 11.8884131 8.5072773 11.2165193 8.5712183 10.0903015 10.6834845 6.7900317 0.1365852 0.1365852 8.2658733 6.5960212 10.5491599 10.1561808 8.8427982 10.7729126 8.0692972 10.4725089 9.0869029 7.4912069 9.5767672 1.7215477 4.8184160 10.2120693 4.3329871 7.2485956 3.7995536 3.1365852 4.0110573 0.8735770 11.0179591 7.0028386 6.1954834 10.1487491 5.2682061 NA 2.9439401 10.5530358 10.6575361 11.0036114 11.0604128 10.2394406 10.8019260 9.2485951 8.7959916 6.2234863 10.8303674 11.5544426 10.2516338 11.0910288 -1.4485086 NA 9.7977743 9.2142960 9.2964615 10.7741206 8.9831253 8.4867928 12.8510503 14.6499065 2.2520523 11.2782715 7.8182505 12.6100422 9.8387627 -1.4485086 NA 0.1365852 7.1846225 -0.4483117 11.2628751 7.9396450 8.7971803 9.0574392 11.6207417 7.4158136 9.3363115 1.1365852 -1.4485086 11.0924821 0.5515898 1.3589588 9.9080796 9.5050966 6.9652556 4.1062143 7.7165348 11.3783747 9.1891581 8.9113773 11.5154268 9.4080531 7.8042930 9.5850506 4.4452301 6.2589862 8.9914584 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 1 3554 2353 kidney stage iv t3a nx m1 male 2004 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 NA 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 2.566341e-06 1.040408e-06 -0.91811503 10.36489291 9.41496001 9.48268415 7.37182368 4.25172667 10.77092904 8.72098261 NA 1.08181681 5.79604999 8.29125820 10.02285228 9.35093123 11.50518319 9.81312365 11.17917835 10.80503887 11.58662360 6.32020846 9.89718793 10.08461960 9.30097321 8.20333821 8.12619854 8.87296754 11.60045775 7.13165327 NA 10.20463264 10.41551901 3.47412450 5.75423012 9.05621907 9.10278461 1.40375854 10.38672625 8.42165461 11.97491651 10.27162912 10.43715573 NA 8.68357541 7.81312381 10.78570821 10.50123819 9.14250049 NA 9.01696954 3.16926762 10.60438616 7.61318611 NA 9.94424045 2.08181681 8.35792890 7.93042748 1.08181681 6.93978605 9.21879570 7.68543072 1.08181681 6.56562002 8.75776168 1.40375854 9.27902131 11.34566061 9.50702057 4.86316537 10.35162093 9.99768405 10.61756600 13.90641536 10.80503887 9.42054093 10.68682107 1.08181681 15.22964550 0.66675659 8.77877202 10.35034663 5.42165419 8.04180642 8.78916388 4.96444946 4.03413646 10.86275443 9.39591195 3.98869377 -0.91811503 0.08174865 9.60045784 2.98870286 8.48481645 8.57965649 10.44758023 5.16926762 5.93978605 12.93423658 6.92729442 8.73285629 9.92022064 9.86316429 10.46432601 8.61707988 10.30036789 9.03890665 12.13182327 -0.91811503 4.69651692 15.26260733 8.55956294 NA 10.90278133 9.28759788 10.25360690 3.25173424 7.86643945 7.54123604 10.40542242 7.64022541 5.10417309 8.65923351 9.81481988 NA 8.77877202 8.43274399 9.29976232 10.43990629 10.36662875 11.29590206 9.32735728 10.37929410 9.44374836 9.90517186 9.49187434 1.40375854 1.66675659 9.92572562 9.60634636 9.44605975 9.92572562 9.50176475 6.90198311 14.14047286 8.92415483 12.98352004 9.19424419 7.24167623 10.34331188 3.40373127 7.25172951 11.03236048 10.15460713 10.28820858 4.60536395 11.19899641 11.13878094 8.60340492 10.85453159 10.78441025 2.08181681 9.74106024 3.47412450 -0.91811503 1.08181681 1.08181681 10.33151064 10.84916150 8.68357541 8.52267372 10.10411699 6.50806888 9.36489302 7.46118310 5.93978605 11.35618277 10.12140919 7.97054769 11.01807448 11.52111607 9.83251157 10.65260901 9.05047150 12.29703424 8.90994107 10.22773674 9.98342575 9.70019017 1.40375854 8.41942639 10.61074702 8.25957286 2.98870286 8.76404421 10.70294076 8.67799441 10.34683359 7.34859096 9.50176475 10.74402794 8.05334814 0.66675659 -0.91811503 8.13708695 5.88915956 9.88996446 10.49225599 9.05047150 10.95908873 5.91469367 10.89243649 9.12072362 7.37182368 9.67239157 -0.91811503 5.57365628 8.35326771 NA 6.16926762 2.78224080 4.66676795 4.47412450 NA 9.87215311 6.32020846 6.32020846 10.01991398 6.93455306 0.08174865 5.27162736 10.63447375 10.33860302 11.49807436 10.84833351 12.10243738 9.85411911 7.19554643 8.76479929 6.88043820 10.57315664 11.20398551 10.32378775 10.94250366 3.40373127 NA 10.09373063 8.66488740 9.60928163 10.00587475 9.83752670 6.80290405 12.63531391 13.78349011 1.08181681 11.02431913 8.09886376 12.54110814 9.86807417 1.08181681 0.08174865 1.40375854 7.61708025 NA 11.88028857 6.68171771 9.58364187 10.99394546 10.73016220 8.53713180 8.50386946 5.12620060 0.08174865 11.15360213 1.88916200 3.08179977 9.72114534 9.29247602 7.04180697 4.96444946 8.06194411 10.80418524 9.14519979 9.64881000 10.69559405 9.91943260 7.29125820 11.15259642 4.88915713 7.30580640 8.66112072 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 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 3 NA 4 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.21381e-06 2.080817e-07 NA 10.2537370 9.5904503 9.9728362 5.7301753 NA 10.4496955 6.3526014 NA 1.1567202 5.6146981 9.1916231 9.0342366 8.6206967 12.2065318 9.0218239 11.4269821 10.8041930 12.4571529 6.0565358 10.1626206 10.2464811 7.7926159 6.9221265 6.7522013 9.0795840 10.8328978 5.6503223 NA 10.5191819 10.0347984 3.2313710 4.7301726 8.7644450 9.3766922 0.2927817 9.4883469 8.8176380 11.8714569 10.2484197 8.6793510 -0.2921219 9.3704756 2.4082499 10.7099190 10.5087071 8.5151621 -1.2922985 8.0543210 -0.2921219 10.3476001 7.7049867 NA 9.8982492 1.3023483 9.9812881 7.9462121 0.7077898 7.1171984 8.9592897 8.6056529 2.2927817 5.3943083 9.0093035 2.7952682 9.3225170 10.0958245 6.7952695 3.2927670 9.6694667 13.9375649 9.8600920 13.5684578 11.3314601 9.0861020 9.6943603 -1.2922985 14.2436293 NA 7.6177003 10.3049286 4.1672375 7.4186133 8.5295813 3.5657921 2.1763866 11.6766540 6.9953353 0.2927817 -1.2922985 3.7078119 10.0763136 0.2927817 7.8396642 8.2116328 10.6645464 2.7952682 6.0653590 13.2236918 7.6444454 9.3408024 8.7301749 8.4989700 11.3274678 7.3943075 11.8260994 9.1011978 12.2000360 0.2927817 2.5151573 13.9936790 9.1804980 -1.2922985 12.3420511 8.1916229 9.5207866 5.9932101 8.9978261 8.0047233 10.6847293 8.2469662 3.3516566 8.8071549 8.8202466 -1.2922985 8.9989779 7.5873905 9.7705280 9.5866246 10.8796095 10.9061725 8.6879467 9.9324119 9.8176378 9.9521710 8.1994201 1.0297002 0.2927817 10.0526578 8.6922256 8.5070890 10.1961495 8.9943650 6.6793506 13.9642002 8.9757643 14.7614574 8.7562941 6.6735918 10.5976914 2.7952682 6.8976313 11.1227567 10.4776451 10.5042525 4.0297356 12.4972828 11.3557153 7.6850873 8.4626949 11.1309231 1.5151573 10.1342397 4.7301726 -1.2922985 NA NA 8.6041395 12.2290396 8.5199845 9.1875874 9.6195812 5.9839307 9.4710196 6.4082465 5.9172599 11.6281601 10.6296481 7.7467259 10.6761140 10.9690207 9.5119382 11.2071549 9.6554441 12.0753585 8.7329468 9.7926156 9.3934321 13.1550196 0.2927817 6.6793506 10.6311348 8.1747809 0.2927817 7.9737737 11.8460790 8.1361673 11.5157658 8.3749186 9.5681182 11.3888260 7.7819485 -1.2922985 1.0297002 6.8727143 5.7846218 9.9491946 9.2700498 9.1559235 10.5147595 5.1171963 11.1761691 9.1815131 8.4134396 9.5973112 0.2927817 4.2623956 7.4891672 3.6620004 6.0741286 0.7077898 0.7077898 3.9557313 NA 10.7102707 4.8163335 6.0915116 9.2284260 6.0024280 -1.2922985 3.9172599 10.9804370 10.9622453 11.4805342 11.7669827 11.5237908 10.6466517 9.1108192 7.1996606 7.1164344 10.5207867 11.3496332 9.5688942 10.8502334 4.0297356 -0.2921219 9.8645223 7.7899561 9.0206903 10.2377257 10.7301750 8.0609542 12.9290167 12.7486962 -0.2921219 9.8267484 7.5030680 12.2927697 9.9984021 NA NA 2.4082499 6.5781719 -1.2922985 11.6850872 6.9074796 8.6146977 10.7593561 11.4480096 6.5781719 8.6595875 4.1996566 0.7077898 11.2578325 2.2927817 2.9557406 10.3063250 9.3011983 6.8370905 3.5151573 7.9978259 11.6688951 8.8409494 7.7357131 11.2679012 10.4488529 6.3077199 9.4348767 3.8587767 7.4891672 9.4065118 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 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 1 NA 2 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.67007e-07 2.774423e-07 NA 11.6325152 8.7520501 10.8737600 5.4034416 0.1746621 10.2094203 6.8339033 -0.8254657 -0.4693299 4.9819759 8.2353173 10.1907332 7.8039780 11.5712262 10.6345652 11.0449861 11.0618420 12.0906874 6.6092497 8.3319685 9.8003303 7.1288182 6.2935618 7.0934841 9.3545304 10.4993645 6.4320090 0.7595820 10.3852928 10.4937290 1.9819622 6.0075117 8.7670784 9.4530708 NA 9.3432934 9.6942576 -0.8254657 10.2746266 9.5945816 NA 7.3644464 3.4965518 10.4577097 11.1784906 9.2312591 NA 8.3116126 2.3445445 9.7311274 8.2700182 NA 10.0353204 2.6340588 8.8238777 7.9592561 NA 5.4225492 9.6574294 8.3669140 NA 5.0326034 9.0232443 3.0815101 9.1969891 11.1997610 8.4897709 5.4965486 10.9926522 9.8390686 10.8733261 13.8468257 11.3523524 9.0724668 10.1795440 0.7595820 16.2598241 NA 8.3742936 9.8461625 5.2831476 7.4082414 7.7482687 5.7292101 1.4965646 11.2980962 6.2802159 2.3445445 0.7595820 4.4965518 9.5453087 0.7595820 6.7819511 7.6784473 10.4875043 4.7595820 6.9690376 13.7642140 7.2987426 8.4034403 8.8076167 6.9690376 11.7434136 7.6824160 10.9240719 8.4177956 10.9403219 NA 3.0815101 14.5272166 9.2149111 NA 11.3284900 9.2339659 9.6972029 0.7595820 8.4507457 7.1802463 11.7258490 6.9295093 4.6340530 8.4577096 9.1389624 1.4965646 8.3013261 8.2380163 9.8076165 9.2353173 9.8130573 11.2706743 10.3901544 10.5642528 9.3307045 10.7147494 9.9939303 1.4965646 -0.8254657 9.1997609 9.8999876 9.5914189 10.3570157 10.1149350 6.3545297 13.6616449 4.4965518 12.5772338 9.7856462 8.3986231 8.3013261 1.7595820 7.1461654 11.5749672 10.6128935 9.2066672 4.0326034 12.5957000 10.9904050 6.5669384 8.5299724 10.5523742 -0.8254657 9.6494326 4.6981851 1.9819622 NA -0.8254657 9.5712261 10.2080443 9.0542046 8.1604634 9.5113289 4.4965518 9.2039086 7.6824160 5.1053596 13.1046195 10.2400375 9.3000349 10.8541015 11.2386905 8.9932676 9.4588671 9.5776335 11.3407845 8.3718381 10.6035050 9.4118313 10.3619735 0.7595820 6.9428054 10.9726881 12.3298998 1.4965646 8.5213566 11.3338620 9.3154512 11.1739168 9.4070423 9.9177728 11.5423091 6.7060028 0.7595820 3.0815101 8.6258327 6.9361727 10.2987427 9.4046418 9.5365653 10.7810266 8.7893312 10.6578325 8.7079513 7.7782480 10.1009174 1.9819622 4.9559823 9.8238775 2.4965390 6.6258330 1.7595820 2.6008882 2.3445445 1.1745982 9.7147495 6.6824160 6.0201110 9.1171358 7.0312959 NA 5.5144726 11.2025274 9.9811710 11.5219659 11.1679137 12.3808727 10.8207300 6.8470473 9.6776719 5.2366151 10.5755009 11.3904577 10.4130262 10.4925992 NA 0.7595820 9.8646194 8.5453089 9.2831458 10.5305230 9.9236528 6.9361727 13.5073573 15.0175119 NA 10.8948657 8.4277361 14.3180843 10.0845145 NA -0.8254657 NA 7.6784473 NA 10.8126771 8.0934846 9.7577042 10.6769560 12.0011699 8.6422268 8.6271096 5.3840740 0.1746621 11.0216788 1.7595820 1.7595820 9.7838001 9.9803652 6.9228139 3.5669369 7.1969896 11.5469423 9.4600235 9.7856462 10.1193335 9.6289206 6.9093315 10.5027353 5.5731079 7.7060028 9.2831458 9.6981834 -0.0011087 -0.0011087 0.7738700 0.0221640 0.0207630 0.0058309 0.0108420 -0.0019399 -0.0923450 -0.0923450 -0.0923450 -0.0923450 -0.0253030 -0.0011087 -0.7962000 0.0029133 -0.8127400 -0.7913500 -0.7913500 0.0203430 0.0203430 0.0221640 -0.7932700 -0.7987800 0.0043696 0.0043696 -0.0019399 0.0093098 0.0045800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.791 0.000 -0.724 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.799 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.791 0.000 -0.724 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.799 0.000 0.000 0.000 0.000 0.000 10.742102 11.081888 12.765091 10.875495 8.862872 12.031436 2.759582 1.759582 7.919455 2.496539 12.333704 8.623192 6.393790 3.654241 8.440189 8.417796 11.053822 6.666474 10.716686 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 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 3 2 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 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.21381e-06 5.202042e-07 NA 10.7087412 9.3858432 9.8483586 8.0250737 8.7226358 10.5874349 9.8147148 1.4326388 4.1594516 5.7424725 8.4326166 9.4924118 7.8700219 12.1862514 10.5580302 8.5584609 10.3687640 12.0557362 3.7545455 9.5040791 10.1278451 9.1365203 9.1514349 8.0546689 9.3314701 14.2833897 7.8420077 0.4326388 10.0037374 9.7842923 3.7545455 6.6742022 9.6042107 9.2760146 0.8476763 11.4243749 9.0436417 9.4678741 11.0734643 11.2525298 0.4326388 9.8285080 6.4475676 10.2602241 10.6682322 10.4969105 3.0175835 9.4373054 4.0175835 10.6170790 7.8277936 NA 9.8786524 1.2671762 9.5440481 7.9483164 4.6290127 5.4022447 9.6654374 8.4041602 1.1696044 7.4987056 9.5262545 8.9678923 9.0350063 10.6923601 9.6371880 5.7424725 9.9270858 12.2180693 10.3289492 13.7502178 11.0552788 9.0776748 10.0275634 3.4915068 15.9158133 2.7545455 8.3233876 10.2019037 5.2905977 7.5022900 8.1718348 8.7694954 3.0477129 10.9324627 8.7726300 14.0039744 2.4326120 -0.1523237 9.7164769 3.8018519 8.4494252 8.2183419 9.8083802 7.2988654 6.4915100 13.2531947 7.1740838 8.3455059 8.7857637 9.2527957 10.9844083 8.0619733 10.4246110 8.6517854 11.6724142 NA 9.4354319 14.9385524 8.9986708 2.0175656 9.9164326 8.1353666 9.8616747 2.8476562 9.3019536 7.8163213 10.9753262 7.7989390 4.8476562 8.3294537 8.6533983 -1.1523237 8.8755602 8.9110495 9.5385254 9.7989390 9.7952913 11.5106920 9.3122000 10.9996222 9.7394380 10.4419789 8.6382473 3.8920510 2.3070787 9.5121016 8.5823641 9.9256583 9.9483167 9.8033042 2.3070787 14.1614585 10.1718348 10.1491505 9.1295844 8.3790356 10.1958291 4.5200828 7.0325296 10.1370969 10.5713152 10.1307426 6.4022429 11.5669896 11.0580212 9.6067102 8.5480940 10.3244005 4.1330538 10.2174533 3.4915068 5.1144420 -0.1523237 -1.1523237 10.2024547 11.1382492 9.1763293 8.1214501 9.8660980 6.0175790 8.8658545 6.9351167 6.6550097 11.9722603 9.1963825 8.0932068 10.5644737 11.3734198 9.4033363 9.7879678 9.7909017 11.8745235 8.9509422 9.6805443 10.0607585 9.6558140 1.4326388 7.4549844 11.0482465 9.0171909 5.6805438 7.3588138 11.0185182 8.3029816 10.5983613 8.7241714 9.7056353 10.9137435 8.3712164 2.0175656 -1.1523237 7.9324628 6.2485329 9.6781695 10.4933128 8.8349182 11.1161963 4.4326187 10.8638079 9.1353666 7.6868584 9.9916752 2.7545455 4.6550083 8.6141831 2.0175656 7.3984008 2.5480913 4.5608005 4.7545455 3.6025400 10.2957707 6.4475676 7.2864459 10.4046297 7.1228942 -0.1523237 5.6550083 10.8790109 10.4382414 11.5770626 11.1135623 11.6127332 10.3633541 8.1399759 7.9854139 6.2456288 10.5950082 11.0722590 10.2291972 10.6129404 -0.1523237 1.1696044 9.8734859 8.4269704 10.1886170 10.5545819 10.3746425 8.3050353 12.9101221 12.5849017 3.1695883 11.6121113 6.8938512 12.2659022 9.6582259 -0.1523237 2.1695723 0.8476763 7.2655072 0.4326388 10.4979073 7.2313585 8.9430513 10.4733632 11.4415123 8.6257315 9.1634039 3.8018519 0.4326388 10.8109116 NA 4.2739187 9.9910375 8.5428825 7.5129901 6.1785712 8.3574293 11.2589005 9.0534475 8.7363975 10.6642380 9.4326169 8.8810772 10.3829297 4.6025400 7.4806497 8.6207935 11.1647842 0.639040 0.639040 0.188000 -0.117810 0.026112 0.497550 0.794060 0.011420 -0.016147 -0.016147 -0.016147 -0.016147 0.015607 0.015607 0.637190 -0.504720 -0.505550 -0.505550 -0.134940 -0.510200 0.161940 -0.117810 -0.165850 -0.134950 -0.495780 -0.500570 0.011420 -0.313280 -0.502440 0.000 0.000 0.000 0.000 0.000 0.449 -0.310 -0.502 0.000 0.000 0.000 0.000 0.000 -0.429 -0.429 0.000 0.000 0.000 0.622 0.072 0.365 -0.102 0.000 0.000 0.000 -0.506 0.018 0.000 -0.103 0.990 0.000 -0.166 -0.166 0.000 0.000 -0.507 0.287 -0.492 -0.492 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.449 -0.310 -0.502 0.000 0.000 0.000 0.000 0.000 -0.429 -0.429 0.000 0.000 0.000 0.622 0.072 0.365 -0.102 0.000 0.000 0.000 -0.506 0.018 0.000 -0.103 0.990 0.000 -0.166 -0.166 0.000 0.000 -0.507 0.287 -0.492 -0.492 0.000 0.000 10.223780 12.566508 9.301954 10.108574 8.817760 11.350735 6.425083 4.432619 8.454670 5.945687 13.935283 9.452384 11.173241 12.419051 7.289063 7.754545 10.460983 6.339508 10.538525 11.411327 7.609205 8.525550 10.141149 7.736398 6.615839 11.329958 11.326171 10.530210 10.364339 NA 8.832073 6.347501 10.054058 11.996607 11.803304 9.249600 9.484279 7.307086 10.774691 6.976938 8.919117 9.604211 7.807656 7.671022 8.667833 7.625731 13.183324 10.160537 12.225000 6.258487 14.220553 10.387782 15.722143 10.978868 12.604106 10.334992 5.520080 11.881937 9.873486 11.475188 9.054669 8.093207 9.207404 11.181089 10.721867 11.849062 5.323388 7.919117 13.900737 11.008156 9.555876 8.294737 10.615425 NA 10.654204 -1.152324 13.149436 11.426933 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 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.699334e-06 5.202042e-07 2.9865930 11.0218546 9.2455558 10.0400708 8.2281833 3.4016305 10.4717558 10.3383537 0.9865930 4.5481283 6.3789139 8.5049226 10.2526030 8.5740621 12.6151947 10.7842588 7.8025144 10.8879671 12.6806649 5.1565220 10.8035809 10.8294714 9.5322053 9.1107187 9.6483754 8.7744998 14.0004434 5.7939531 0.9865930 10.9884746 10.4002253 4.8934884 6.0888349 9.7514689 9.8793930 5.0163448 12.0872596 9.9212710 7.8814150 11.1751861 11.3070218 1.9865930 12.1137318 6.2471243 10.3286720 12.2488879 10.4267743 1.4016305 9.6195926 3.8610621 11.0602926 8.1565225 2.7235586 10.3396705 1.4016305 9.8435416 8.1020744 5.3789139 6.3789139 10.4002253 9.0740601 2.7235586 7.3846284 9.8142046 4.9865975 9.0089650 8.8194875 8.8445784 6.1158801 10.7817982 13.6418298 10.7971689 13.5505085 10.9776466 8.9446667 10.4589496 3.1020702 14.7508815 3.7939479 8.2658208 8.8753405 5.7939531 7.2596162 8.0598463 9.6183807 3.1777424 10.9743350 8.5109168 13.1784790 1.4016305 2.8610621 10.2819836 -0.5983695 8.9330164 8.1565225 10.3160199 7.8025144 6.8773688 13.4946396 8.0986022 8.5437418 9.2827488 7.7939524 10.6093508 9.3412139 10.5596132 8.3674191 11.4236557 NA 7.1363442 15.6409877 10.0015477 1.9865930 10.8533611 8.9619676 10.1606907 4.2596190 8.9959593 8.2627216 11.2126080 7.9828356 5.1829942 8.3959882 8.6847230 4.6110897 8.3382729 9.0634129 10.0553756 9.9494933 10.1329539 11.6021779 10.0793544 11.5611908 10.0678588 10.8615787 9.3464639 4.6495637 2.2089854 10.0907592 9.1295553 8.6208034 10.2596158 10.0071143 5.2089893 13.7986409 5.3085247 10.1020745 9.3025016 8.0052613 10.0942503 5.8934884 7.4514831 11.1016410 10.7398140 10.1227339 6.3204973 11.8209288 11.3735376 7.7503626 10.6812454 10.7048447 4.5309197 9.5257044 5.7939531 7.5101589 0.4016305 2.9865930 9.6328560 9.5022972 9.8046468 8.1295550 10.3354287 6.7054154 9.1158804 8.3025014 6.9689824 12.4234823 8.8874640 8.5257561 10.9818934 11.6979775 9.4138682 10.2130095 9.4596265 11.4623307 9.4636809 8.3470787 9.6110881 11.5781197 6.7054154 8.4596267 11.0373529 6.9644876 2.7235586 7.1748398 10.5354193 8.7853390 11.2226115 8.8089024 10.1606907 11.2522123 8.0015478 2.2089854 1.7235586 10.0775918 6.8610658 10.1498276 10.1887211 8.9291119 11.8904791 5.8110265 11.0708520 9.3130268 8.8914827 10.4446621 4.6495637 5.5309166 9.5296291 2.2089854 7.7099736 3.7939479 4.7591878 3.4016305 5.5309166 10.0355381 5.9865975 7.7503626 10.3986731 7.4528441 1.4016305 6.3674182 11.1498276 10.5257561 11.2964525 11.0513401 11.6055945 10.9079424 6.8445777 8.6870369 6.0113301 10.6945316 11.4734323 10.1235883 11.4288497 4.6495637 -0.5983695 10.5431034 8.1895375 9.5914593 10.7190474 10.6489690 7.5665420 13.8360024 13.7209541 2.9865930 11.4364337 8.9352564 11.2085871 10.8620907 3.3085211 2.8610621 NA 7.7459304 5.1829942 10.1523418 7.6110883 9.4677239 10.1590248 12.0762685 8.1895375 8.5397272 4.7591878 4.8934884 10.7624819 5.2842772 3.8610621 10.0499924 9.7982396 6.8934884 6.9562240 8.5153770 11.2611696 9.4100633 8.7437095 10.7184820 9.6331800 8.2627216 11.1854516 4.6552488 7.7939524 8.5539195 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 -0.0069195 -0.0069195 0.0669450 -0.2675700 -0.2711800 -0.2672100 -0.2672100 0.0872450 0.0000000 -0.0232920 -0.0317280 -0.0402090 -0.0402090 -0.1387100 -0.0423810 -0.0886390 -0.139 -0.139 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.279 0.000 0.000 0.000 0.000 0.000 0.129 0.129 0.000 0.000 0.000 0.000 -0.267 -0.267 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.139 -0.139 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.279 0.000 0.000 0.000 0.000 0.000 0.129 0.129 0.000 0.000 0.000 0.000 -0.267 -0.267 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.369581 11.742319 11.076710 10.454203 9.735908 10.171473 3.102070 5.156522 8.477969 5.925197 14.278823 9.470413 10.109857 9.937940 7.694600 8.132954 10.105538 6.901481 10.424696 11.547567 7.663730 8.565612 10.137072 7.023687 5.940794 11.429886 12.500983 10.1755982 10.1992963 0.4016305 8.7503630 6.5815441 9.9475646 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 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 NA 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 7 0 0 0 0 3.468028e-08 0 -1.51581030 10.61782658 10.38711521 10.35009652 8.26736163 NA 9.59354089 8.99510768 NA 2.24671210 5.19860809 8.43564776 9.23925076 7.59027191 12.16845435 10.42504392 9.21143279 10.98719500 11.53676144 5.37918080 9.79042491 9.21398391 9.18999550 9.04182695 7.33298624 9.40843335 12.27727043 6.11371925 -0.51560404 10.02449131 10.02884469 3.65428659 6.47333235 9.02449117 9.29413134 0.06928971 11.49366700 8.97421122 9.10458303 10.46092733 11.29131554 -1.51581030 10.09308013 7.91690533 10.25130618 10.12957127 9.41952836 -0.51560404 8.56518092 4.41510287 10.43455463 7.81975375 -0.51560404 9.99056663 1.11196609 9.01752751 7.70110889 0.06928971 6.77898387 9.97220325 8.89269307 2.80628281 7.37310614 9.84301449 3.57182241 9.03414802 10.76048760 8.76860913 4.94379477 10.98667295 10.83143092 10.82254247 13.49231029 11.45770186 8.86249541 9.26408270 2.06932409 15.85257126 NA 8.34389811 10.93351186 4.29172142 7.01574509 7.83971463 6.62391513 1.29172142 11.23192687 8.36160126 1.48434440 NA 1.48434440 9.56917168 2.73229091 8.78585947 7.77898387 10.54235499 5.48436374 6.88096831 13.31754982 7.61106760 9.18653596 9.53557225 8.04851249 10.69008320 7.06179240 11.18219960 8.50673086 11.44978678 -1.51581030 3.94379946 14.08200817 9.79667902 NA 11.64281514 8.25915006 9.81639971 4.89375535 9.40991764 7.80629119 11.35684571 8.91062804 4.29172142 8.00988403 8.61622020 NA 7.68157998 8.92003361 9.88043284 10.58535402 10.63569699 11.61174343 9.25997342 10.63188613 9.15147478 10.13899924 8.54221974 2.06932409 -0.51560404 9.45949474 9.24674535 9.82254247 9.92107477 10.15413406 4.15678491 14.10349421 5.58239643 12.67248841 8.98719493 9.26326169 9.37766475 4.84191275 6.74645789 9.57447565 10.90089691 10.28970412 6.69868244 11.21976696 10.68250132 9.49068925 10.63537976 10.56051072 2.65429805 9.80975302 0.06928971 3.18480395 NA -1.51581030 10.41657799 10.83668262 9.29332749 7.97421093 8.56141932 4.87667901 8.44870400 9.13631189 5.63411113 11.52824492 9.75056413 8.71798275 11.55883925 11.16142216 8.77419767 10.30014672 10.04898907 11.83156935 9.14346715 10.41915984 9.55246968 11.37386720 1.06935846 7.62391440 11.07448242 10.49146061 -1.51581030 9.58204636 11.37500749 8.11735843 11.12189376 7.54775828 9.46521681 10.55515508 6.77438252 -1.51581030 -0.51560404 8.20717054 6.76513424 10.14703164 10.72872707 9.37766475 10.73466161 5.21228529 10.58128260 8.94379477 7.43564776 9.96918619 -1.51581030 4.99215661 8.83087706 1.48434440 6.11371925 2.39124531 5.37918080 3.06932409 1.06935846 10.78127946 5.32985194 6.18480197 9.75232026 6.09457601 1.29172142 4.06932409 11.25130618 10.33494073 11.54015405 11.26202952 11.37082192 10.76048760 9.02932754 8.96410314 6.63446549 10.57976028 11.09838284 10.11052859 11.34253852 0.48439596 0.06928971 10.10137142 8.35472807 9.37690612 11.56906865 9.60719122 8.52328241 12.86225157 13.31041511 0.06928971 10.07073399 6.96050128 12.56418132 10.14034104 -0.51560404 1.48434440 0.48439596 7.48998761 0.06928971 11.38826957 7.86374150 9.40024267 10.70050275 11.30613724 8.67542254 9.33974558 2.94379008 -0.51560404 11.21249632 3.12822740 3.12822740 9.79781324 9.34545005 7.13182199 5.53964583 7.24923484 11.56218035 9.46806946 9.37918101 11.22245550 9.70831658 7.90852953 10.57381369 3.69770711 7.14257477 8.98221499 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.459 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.286 0.286 0.000 -0.455 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.459 0.000 0.000 0.000 0.000 0.000 9.843014 12.319131 13.035411 9.895344 9.165602 10.427977 4.613644 3.876684 8.183068 5.278780 12.498471 9.132190 10.094004 6.088731 7.882850 8.646755 9.209729 6.426877 10.074014 8.546409 7.861574 9.222084 9.614696 7.824214 6.760487 10.841365 12.777044 9.883107 10.272266 NA 8.577120 7.000063 9.958069 11.126641 11.526365 8.648013 9.652409 7.245915 9.381452 7.698682 8.626470 8.954005 7.314086 3.342341 8.732291 8.329853 12.755607 9.871842 12.739244 8.104253 8.978219 10.439650 16.069634 10.851505 13.451139 10.642657 2.184788 10.899048 8.225830 10.916122 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 3451 kidney stage iv t3a nx m1 male 2005 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 NA 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 3.468028e-08 0 NA 11.24712289 8.42456607 10.36851727 7.43492924 NA 9.60387036 6.58402595 NA 1.83037703 2.74916953 8.97697189 8.94314511 5.59927018 11.78664075 9.27190254 12.20026868 10.43456037 11.59927060 2.40814119 7.97899697 9.70703173 7.12329062 7.87410348 6.64589616 9.20081108 11.70000433 5.24270539 NA 9.57471064 9.85879057 1.96065998 3.54563483 8.96578428 9.38998189 NA 10.34947022 8.51246592 12.57529635 10.29687240 9.61172181 NA 8.81751998 3.40812760 11.43529792 10.12054155 8.35454825 -1.49858633 8.32301241 1.96065998 9.72524013 7.74679108 0.82317869 10.75288069 0.82317869 8.44960594 7.75390400 0.08624028 5.64078865 8.64589688 7.48137806 -1.49858633 5.77736185 8.86756076 -1.49858633 10.50229479 10.15900357 9.31421796 5.88494219 11.65098247 11.53104336 10.48636886 13.15184155 11.16479665 9.09267681 10.24059721 1.67115748 16.12857292 NA 8.77619909 11.73620560 3.96066924 8.39302228 8.10115156 4.91062714 2.39363586 11.23382995 7.54073328 9.58471790 0.50120982 2.30859387 9.44521851 3.40812760 7.78200944 8.51665344 11.01323822 4.84108751 6.25612564 13.11272448 7.76098202 8.58604674 9.47565319 8.64334575 10.73623254 7.23933121 11.18093857 8.60976309 11.47994897 NA 2.96067851 14.40045382 9.29402885 NA 12.65328564 7.08243862 9.22830813 0.82317869 7.99709365 7.77736316 10.05582741 8.87410348 1.30859387 8.69229781 9.92750332 NA 9.46846480 8.53878568 9.31822215 10.19341817 10.86892632 11.76179940 9.65035045 10.10579173 9.04233517 10.27314064 8.10808792 3.40812760 -0.49879018 9.99709351 8.96067011 8.69353121 10.25529088 9.53466161 1.82317869 14.08529084 8.78895091 14.04390770 9.45979122 8.23933073 9.41861057 3.25611998 6.49559124 11.58122323 10.68920916 10.78171936 5.42010170 11.63179303 11.20124471 6.58870115 10.08901608 11.09135770 2.08620630 9.27244737 6.00108387 -0.49879018 1.08617233 NA 8.46990551 10.89033208 8.34672868 7.96680477 9.66585019 4.60976087 9.25612611 6.37160242 4.22915720 11.87287907 10.84996667 8.96680506 11.70489241 11.28382728 9.25612611 10.31582104 8.77968784 12.20546641 9.51176669 11.12786017 9.62729767 9.13604959 2.20166522 8.49276051 11.21634251 6.58072287 0.08624028 8.63767871 11.19972620 8.78664079 10.96041397 8.62794311 10.13013975 11.31862195 5.90211700 0.50120982 -0.49879018 8.13241541 6.72524082 10.67147658 10.01792344 10.29077215 10.68735276 6.15944956 11.01639631 9.45033575 8.04813317 9.43049688 1.50126079 5.37160416 9.02675940 NA 6.71555709 2.40814119 1.82317869 4.08619781 0.50120982 10.83271536 5.14509455 6.27602574 9.77211791 4.84108751 -1.49858633 3.14509048 10.47493588 10.57035259 11.19690182 10.79528488 10.64174877 10.93430227 8.08243915 8.09182569 6.83197602 10.57068833 10.47314124 10.43456037 11.45779618 -1.49858633 -1.49858633 9.42408313 8.90531570 8.55108722 10.35298755 9.09182569 8.57805411 13.95983739 14.11041727 1.08617233 10.71373490 7.82433826 13.78084912 10.24228417 -0.49879018 -1.49858633 1.08617233 7.29565416 -0.49879018 10.92094597 7.38385115 8.92225138 9.29971036 11.01792351 7.02871501 9.10788425 1.67115748 NA 11.68161393 1.67115748 1.67115748 10.32022008 9.36465056 6.19472534 4.56732640 7.98101864 11.56075201 9.47278201 8.57805411 11.54358191 9.75862631 8.00108443 10.42567990 2.58870864 6.49559124 9.10949325 10.31221181 0.00000000 0.00000000 -0.00093913 -0.00672930 0.73461000 0.71770000 -0.00077940 -0.01788900 0.11570000 0.11570000 0.11570000 0.11570000 0.00000000 0.00000000 0.00713500 -0.00036364 -0.79708000 -0.79708000 -0.00093913 -0.00093913 -0.00093913 -0.00672930 0.71290000 -0.80266000 -0.00174920 -0.00174920 -0.01252400 0.00088419 -0.00022503 0.000 0.000 0.705 0.705 0.000 0.000 0.000 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 0.000 0.000 0.000 0.000 0.000 0.731 0.731 0.713 0.713 0.718 0.718 -0.802 -0.802 0.000 0.000 0.116 0.116 0.000 0.000 0.705 0.705 0.000 0.000 0.000 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 0.000 0.000 0.000 0.000 0.000 0.731 0.731 0.713 0.713 0.718 0.718 -0.802 -0.802 0.000 0.000 0.116 0.116 10.0710941 11.5425555 11.1057918 10.6123742 8.2989002 11.5521075 4.6305220 0.8231787 6.9729132 2.5012353 12.0064298 8.4428879 9.3150198 6.3624488 8.0218378 8.2875083 11.1432902 6.1305953 10.1607885 8.4156235 8.8762781 9.2548397 10.1207433 8.0577448 7.6253596 11.3366968 11.7617171 9.4430198 10.4913425 -1.4985863 8.5727010 7.7228260 10.6045264 9.6823909 11.5641279 8.4899234 8.4304969 6.2680994 9.4684648 5.9769730 6.7820088 9.2469128 7.0129910 5.4201017 9.0345682 9.7562671 12.2517362 8.6240665 13.3413772 5.2160319 10.9340414 10.7045865 15.7201139 11.7151022 14.0285628 10.5989415 -0.4987902 10.5599067 8.8152552 10.2120450 9.0189079 8.9668051 10.2665247 9.7479791 9.3388665 11.7994443 2.3085939 5.0090336 14.2050278 11.5515974 7.9379499 6.5302503 10.1540835 -1.4985863 11.7721178 -1.4985863 12.5765506 10.6064923 11.0493379 10.0095286 9.7070317 5.0710933 5.2154845 9.0500603 8.1718948 7.6636300 12.3977545 2.2016652 14.6216182 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 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 NA 1 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.895648e-07 1.387211e-07 NA 10.3123080 9.1561154 10.4881158 8.0191837 -0.4071722 9.3486414 8.8280959 0.5929234 0.8738919 3.9148515 8.2600308 10.4998098 6.3276281 12.0257221 10.7728283 8.7913641 10.7656592 11.5029998 1.7628590 10.5358003 10.1431850 8.5687671 8.5206972 6.7014437 9.0777421 12.2755847 5.2511321 -1.4069809 9.8898354 9.6863368 3.8783232 4.6803806 8.4194677 9.4194677 NA 11.2085488 9.7521598 6.7578260 10.3280521 11.6046706 -1.4069809 9.5376313 4.6590112 10.6663913 11.3467627 9.6338938 -0.4071722 8.4099030 3.2367681 10.1932968 7.9959311 NA 10.6874291 1.6547105 8.9372152 7.9548628 -1.4069809 6.1475082 9.7394878 8.4384093 1.5929234 5.8783207 9.0933529 2.5929234 9.6962070 10.0982345 10.5748433 6.2511302 10.6495434 13.1359510 11.2835720 13.6506995 11.1427039 8.6027479 10.6475235 0.1778540 15.7595139 NA 8.6750682 9.9305412 4.4258084 7.3970499 7.9980606 7.4162866 1.1778540 11.3301665 8.1002182 2.9852454 -0.4071722 6.3808212 9.6386788 2.6803919 8.4273904 8.1125552 10.4170825 7.4540064 7.2475554 13.4103526 7.7144530 8.9863097 10.1537297 7.4694359 10.6211292 8.1703482 11.0994748 7.9215940 10.8866782 NA 6.2724002 15.2248636 9.6006474 -1.4069809 12.0066793 7.7247764 9.6132047 6.5644635 8.6208254 8.1262491 11.2340678 7.6125103 4.3208384 9.4305471 9.3536391 -1.4069809 8.3020032 8.7925915 9.7913643 10.2524692 10.3490585 11.4673800 9.6810449 10.6942383 9.6187509 10.5387288 8.5792733 1.5929234 0.9148706 9.9433060 8.7452040 9.3889588 10.2976875 9.9879177 6.2933594 13.6717789 10.6321810 12.7374978 9.2439708 9.5773376 8.9316556 4.4998076 6.3742796 10.5893927 11.0332694 9.5236566 7.0317106 11.4801494 10.7420312 8.6697348 9.3709964 10.7442529 3.2933558 9.0825866 4.6373146 2.2933705 NA NA 9.2140553 9.8301292 9.8223388 7.7247764 9.7671584 6.2222752 9.2349709 9.2475552 5.3611051 11.7892140 9.8966999 9.0997226 11.4572988 10.9616985 8.8643821 10.2502377 9.7907502 11.4321230 9.3436261 10.6390201 9.4702033 9.7007901 2.0523463 8.6603536 11.3223275 9.7580774 5.4002749 8.2567088 11.7997810 8.8550142 11.3184985 8.6318380 10.4747979 10.8032861 6.8736902 NA 0.1778540 8.6590083 7.3840818 10.7260614 9.6549653 8.8550142 10.8268384 7.4509003 10.5127918 9.0044303 7.9260748 10.2108458 2.0523463 4.3742814 10.3990661 3.9148515 9.0368989 5.0847744 3.7222037 4.2367758 0.1778540 10.7391697 7.6318384 6.6208254 10.0042130 5.7013383 0.1778540 4.1778779 10.8725298 10.3930103 11.2618042 11.1620628 10.6542904 10.9241161 9.1388490 8.8429452 5.9696087 11.1686948 12.3716124 10.0497870 11.4917095 -1.4069809 -1.4069809 9.9943321 9.2582551 8.9559588 10.7234898 9.3293212 8.6909513 13.3516109 14.5962614 0.5929234 11.7993232 8.0670917 12.2930338 10.1970091 -1.4069809 0.5929234 NA 7.5206972 NA 11.5290050 8.3377530 9.4058988 8.9471685 11.9431678 8.6097276 8.8459513 2.9852454 NA 11.0304113 3.0523463 2.5929234 9.5005611 9.6836933 7.7777945 5.9504707 7.7876760 11.2970390 9.7034025 9.4717366 11.2524692 9.8378777 8.6027479 10.6414061 5.2964060 7.5295571 9.0625610 9.8707878 -0.0013858 -0.0013858 0.0372170 -0.0038779 0.5105400 0.0196430 -0.0261670 -0.0071958 0.0086135 0.0086135 0.0086135 0.0086135 -0.0013858 -0.0013858 -0.0194170 0.0322810 -0.4449100 -0.4449100 -0.4449100 -0.4449100 0.0314360 -0.0038779 -0.0258470 -0.0261670 0.0287630 0.0287630 -0.0071958 -0.0049343 -0.0107840 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 10.719301 11.523102 11.912309 10.147508 10.323814 11.761591 3.680381 2.499808 7.864382 5.400275 12.969587 8.823312 10.185376 9.164056 8.162528 8.601348 11.352599 7.693582 10.735664 9.190041 8.757826 8.683124 9.676831 8.116481 7.587273 10.697846 13.517268 10.383675 10.595734 NA 8.776555 7.435269 10.332278 10.098731 11.576982 10.377554 9.694895 7.558704 9.909201 6.523656 8.000187 9.046190 6.836093 5.711861 9.525134 9.158021 13.345457 9.562306 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 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 NA 4 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.144449e-06 2.42762e-07 NA 11.2260947 9.5049913 9.7603675 8.5628625 8.2161701 10.3013511 8.7898482 NA 2.9358369 5.3827399 7.9496861 9.7069699 8.1455654 11.8605428 9.8161272 11.8593370 10.5019034 11.6849672 4.1500803 10.0080617 10.1095032 9.4765103 9.1746663 5.7107954 8.8982737 13.3700358 7.7350435 NA 10.3374328 9.9612949 3.5285963 6.3040473 8.8295610 9.6209430 NA 11.8465268 8.4665888 9.4520342 10.2417806 12.1961134 NA 9.0055723 3.9156165 10.6701100 10.0849511 8.1966592 0.8281441 9.0808181 3.7350455 10.7237280 7.8025674 -1.1716934 10.7554788 1.1501047 9.3936547 8.0497397 -1.1716934 4.8725481 9.7566711 8.3556295 1.9980872 7.8698116 9.9092367 4.6095127 9.6681438 10.9734480 8.0278253 3.2875905 9.8981864 10.9999550 10.4313154 13.8008633 11.0065063 8.6562893 9.9470938 1.6355222 16.2866795 NA 8.5492518 10.3369379 4.8942406 7.7380456 8.1181718 5.8168377 2.3212932 11.2617381 8.6456159 NA -1.1716934 -1.1716934 9.7380458 1.1501047 8.5076329 8.6626239 10.6685372 6.1319331 6.3279981 14.0436478 7.2460052 8.9235497 8.8435678 8.5560730 10.3793563 8.6209430 10.9993295 8.7092665 11.8531192 NA 2.7350455 14.8706457 9.4027463 -1.1716934 10.9212401 8.6290527 10.1089235 5.3827399 8.3260047 8.0327241 10.4565983 7.1227731 5.4131168 8.6176864 8.9600098 -1.1716934 8.5913649 8.9702598 9.7320346 10.1381974 10.3364426 11.5889662 9.3989572 10.6712886 9.6111510 10.9596882 9.2478497 -1.1716934 1.6355222 9.7267541 9.2617381 9.6112655 9.9169410 10.0235248 5.7470167 13.7371082 9.3624556 12.9463638 9.9715359 7.8281530 9.4492888 5.0179753 6.8670711 9.9974513 10.1393334 10.5788597 5.7229714 11.0113879 11.0253694 10.2998279 10.1528958 10.6294569 1.4131066 9.8389325 2.4131066 -0.1718559 -1.1716934 -1.1716934 10.4957078 10.9606524 8.5611680 7.9955710 9.7438005 4.1135588 8.9275004 6.0855415 5.1699611 11.7724987 10.2710962 7.9129612 10.8122150 12.1826776 9.4253393 10.4331692 9.1433023 12.1914661 8.9829708 9.9606524 10.0448986 10.5888727 0.4131608 7.5216397 10.9412437 9.9440807 2.6354990 9.0479140 11.4945986 8.5389591 10.4074686 7.6483317 9.9696212 10.9810712 6.9980781 1.1501047 -1.1716934 7.7852550 5.7588894 9.6806821 10.8047168 9.4801013 10.9609737 7.5285924 10.8033917 9.0737054 7.5763453 9.8989444 -1.1716934 5.8168377 8.5880407 6.6799023 6.2290322 2.1500722 9.8081852 3.5830376 0.4131608 10.1325040 3.2875905 6.5355118 9.7213783 6.2850415 -1.1716934 4.3827433 11.1627053 10.4827887 11.3240077 10.8313192 11.5198962 10.0130280 8.1966592 8.2586051 6.0344843 10.0635686 11.2083431 9.9593666 10.6111509 1.4131066 1.1501047 10.0222939 9.6176864 9.2449503 9.8752766 10.0161233 7.5696194 12.5596839 13.7867507 NA 10.6070512 8.0838659 12.5644489 9.9056361 -1.1716934 -1.1716934 0.4131608 7.7706672 NA 10.5717417 6.6799023 9.3069223 10.4818935 11.0911284 8.0327241 9.0345811 3.9980781 0.8281441 10.7746935 2.6354990 3.2204693 9.9535662 9.2064476 7.3159927 4.4131134 7.5492518 11.1287913 9.9182652 9.5076327 10.9093032 9.2017355 9.3408931 9.9457958 4.8942406 6.9930595 8.3692492 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 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 3.121225e-07 1.734014e-07 -1.50389562 11.81156074 9.68424017 10.42108220 9.03930155 4.30362734 10.11373709 9.88869972 -0.50369106 3.36416618 5.11098122 8.19323704 9.22673971 7.08872677 12.42497306 10.81085292 7.68114492 10.92855057 11.51255565 3.30362003 10.59660349 10.01196952 9.76364163 9.37585289 6.95159712 9.22843705 14.36364493 5.32915948 NA 10.22291357 10.10729451 4.45046566 5.19684700 9.88428700 9.40165670 0.08120326 12.08123216 9.06422567 7.96794498 10.81198528 12.54151738 -1.50389562 10.12926485 6.39108717 10.19062758 10.84803706 9.51307794 NA 8.33389776 4.14012422 10.98084083 7.54611813 NA 10.47761925 -1.50389562 9.35817843 7.84720897 2.19670146 5.19670933 10.20836667 8.86913482 NA 6.97200330 10.22014383 3.81819613 8.97503914 9.00406425 9.05469032 4.83612107 10.32435451 9.84499788 10.67555680 13.90552798 12.14507659 9.17574963 10.25407634 3.45047226 15.01880521 -1.50389562 7.83611980 8.75365735 5.06612364 7.29716940 7.39713638 8.02959920 1.30363465 11.29210636 8.77822271 1.08120326 2.66618849 2.08123735 9.41662254 0.08120326 9.97907759 8.29393140 10.59824534 6.22419080 7.05851241 13.13034328 7.94748090 9.31005082 8.15090589 7.63582113 10.66710853 8.67493444 11.13221444 8.39260207 12.24026251 -0.50369106 9.86804622 15.00503934 9.32915971 0.49630894 9.56571940 7.73706072 9.87943392 4.05085863 9.09059438 8.14192831 10.78080458 7.98611736 5.73467440 9.05085863 9.09896848 0.81819613 9.74834365 8.74775192 10.07558558 9.87239509 9.17574963 12.25852605 9.36817489 10.89073235 9.59034733 10.70876602 8.70655127 3.78167445 4.11098122 9.73527135 8.27270256 8.78974131 10.13334736 9.92305853 -0.50369106 13.56919776 5.06612364 10.06849616 9.21651380 8.91938567 10.02179048 4.92253564 6.57841798 10.26858422 11.06398808 10.10267493 7.94748090 11.68200305 11.10683313 11.38177540 8.84167504 10.62716195 3.45047226 10.10314668 3.81819613 1.49625781 0.81819613 NA 10.11235896 9.95774908 9.50959233 7.86695680 9.18992214 8.90566047 8.88751339 6.14732095 5.99611528 12.03263829 10.00505480 9.05277561 12.14855447 11.18189448 9.19777548 10.09059425 9.65487926 11.60054077 9.64347455 8.27926791 9.28147687 11.10082289 3.30362003 7.57308515 11.67197514 10.07729134 3.58373569 6.15369591 10.98184745 8.36663433 11.10429341 6.40316033 10.22078351 11.23034413 6.77704091 2.58373569 NA 8.06612526 6.85382104 9.95518884 10.36316220 9.37432051 10.99337299 5.05085863 10.83239677 9.62297408 8.43437886 10.31604955 1.66621122 4.47354666 9.45119297 1.08120326 5.43878520 4.30362734 0.81819613 3.70572361 1.95568478 10.54509711 6.14012627 7.17575013 11.00257722 8.42152755 0.08120326 4.16869819 11.39977496 10.37585289 11.26217732 10.96183607 11.19019216 10.62071414 8.66869710 9.81527553 6.23009924 10.67773250 10.64538166 9.54271153 11.43566521 1.08120326 NA 10.24320374 9.31005082 9.33547343 11.09269240 9.55222988 8.22248774 13.01092207 12.98749644 3.40315863 9.75188846 7.51697169 13.04947893 10.80290098 -0.50369106 1.08120326 0.81819613 7.92881147 -0.50369106 10.23272227 7.92672236 9.29474135 9.87456446 11.38329983 8.85821355 9.02435265 2.49625781 0.08120326 10.65897566 4.01983533 3.66619985 10.07322631 9.10821654 7.56235921 8.07935251 7.87564800 11.54696862 9.73646468 8.96387520 11.01270840 9.43018887 7.03542816 10.21351764 4.64235501 7.16869518 9.11832157 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 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 2 NA 5 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.548845e-07 1.040408e-07 NA 11.1297277 8.7353929 10.2345863 8.6308554 7.6899959 9.8776803 8.1566676 NA 3.3994172 4.1652527 8.1550064 9.5832624 5.4260165 12.2887864 10.6733443 10.0511196 10.8706548 11.8104672 3.1377658 10.9234110 10.7003058 9.1728862 9.1053287 6.4980258 9.0501986 14.0358480 4.7592571 NA 10.0227623 9.7771802 4.9130617 5.1789337 8.5883466 9.7479429 2.9609009 11.5611282 10.4530936 9.0838888 10.5627437 12.0927491 NA 10.2466964 8.3591710 10.6694512 10.5214742 9.2293070 NA 8.3336626 4.1377658 10.8325965 7.7250424 4.7948837 10.6093545 1.9368546 9.0228937 8.2071681 0.7592411 6.3138462 9.9750340 8.6419015 3.8296466 6.7771803 9.1472757 4.3199719 9.4817244 9.1694976 9.0712336 5.8719594 11.2190813 14.6246242 10.8893140 13.0935316 11.2549135 8.6296229 10.0142868 2.3442320 15.4969070 -1.5627723 8.5845353 9.2479019 4.6661487 7.4871784 7.4429551 8.0973258 2.5566746 11.0802844 7.9708738 NA -0.5627723 1.6072474 9.5254558 0.0223323 8.9431416 8.4274340 10.3347975 8.4131781 7.3169132 13.3590782 7.7660054 8.6697511 8.8047451 8.7227324 10.4970531 9.5438931 10.9396648 7.9549995 11.7425369 -1.5627723 7.7592584 14.6971102 9.7926813 0.0223323 11.5837397 7.9451248 10.2071680 5.3199719 6.9211459 8.1618439 11.3076949 7.4146100 4.5870769 9.1871996 9.6351612 0.7592411 8.5128092 9.3539562 9.9691990 9.6631402 11.1550066 11.5455753 9.8031058 11.0778011 9.5562713 10.5379925 8.5398703 8.0260448 3.0811862 9.6601250 8.6333175 8.6272906 10.6412899 10.3846018 4.4597005 13.3151894 8.2843874 12.7027987 10.2309335 9.4023928 8.8844135 5.2702187 6.7904775 9.8781993 11.0930845 10.2824281 7.5921483 11.3833829 10.7487947 9.4067167 10.7322381 10.3958829 4.1377658 8.8533361 3.1377658 3.8967659 0.0223323 NA 9.4748771 10.3632554 10.2972531 7.1481369 9.2177716 4.7948837 8.7076256 8.4926127 6.0811862 11.6631401 9.7416815 9.1255806 11.6537729 10.8448635 8.6492184 9.9013653 9.9003437 11.2499086 9.3329055 10.3569384 9.1955533 10.6757349 2.9609009 9.1429625 11.2170495 9.3597807 0.7592411 7.9490826 11.0518100 8.6864438 11.4279660 8.2686374 10.4411994 10.8347374 7.5353625 0.7592411 NA 9.1575743 7.9110360 10.3547023 9.9426456 8.7261964 10.8959931 7.1787973 10.7296777 8.8167085 7.4260148 10.8101952 1.7592411 4.5247909 9.4267248 0.7592411 7.8572906 3.5247909 5.2909515 3.1377658 0.0223323 10.6736434 6.9687117 7.5946769 10.5074512 5.7534762 NA 4.5034187 11.0265131 10.5363491 11.1364688 10.9463629 10.7948821 10.8158960 9.2591041 9.2234773 6.4887560 10.8967618 11.5617746 9.7615107 11.6764811 -0.5627723 NA 10.5178146 8.5101328 8.5274426 10.7023591 9.4953218 7.8339350 15.1810864 14.5794771 3.7227283 11.5578921 8.2127595 11.9787898 10.3355536 1.7592411 3.0222968 NA 7.8947111 -1.5627723 10.9342114 8.6382288 9.4783047 8.8646430 12.7485818 9.1185687 9.0602422 2.4373343 -0.5627723 11.0269814 3.1377658 1.8967756 9.6607286 9.5188136 8.1220789 7.7970798 7.9687117 11.2666565 10.0820878 9.8525437 10.8261547 9.6645369 8.5419291 10.5899319 5.1519887 7.6709501 9.1754226 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 3519 kidney stage iv t3a n0 m1 male 2005 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 NA 5 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4.855239e-07 1.387211e-07 -0.3894889 10.4804731 8.8369059 10.5286117 8.9119899 6.0862275 10.0862271 10.6732820 NA 3.1453025 4.1954578 7.9833590 9.5863418 6.2104064 12.7302455 11.1187838 8.1727360 10.8842894 11.4688633 1.9324392 10.5798803 10.2718265 10.1496526 10.3078958 8.6738080 9.1535257 14.1644266 4.8772780 -0.3894889 9.8138418 9.9374849 4.3918502 5.5412298 10.6356333 9.7397767 1.7804361 12.8395378 10.0283463 7.2398505 10.7516430 13.2244558 NA 10.2480243 10.4770000 9.9273409 11.5473157 10.3922633 -1.3894889 8.7150927 5.1023474 10.7300834 7.6217208 -1.3894889 10.5784152 1.8929350 8.8916008 8.1281629 2.6104875 4.7397779 10.1481975 8.8296622 0.6105111 8.5143756 9.7504608 3.3109363 9.5248790 9.3720449 10.9196858 6.5646906 9.7429228 13.0927345 10.9511784 13.6825426 11.5345640 8.7486118 10.3477411 3.0699255 15.0733155 NA 8.7006062 9.1033484 5.1023474 7.2325456 7.1535257 9.8453111 2.2829142 11.3957418 8.3664162 14.1534651 2.0699083 3.1340566 9.5668699 0.9324392 9.5158808 7.9525683 10.1698709 8.1765477 7.5963359 12.5121149 7.4622430 8.9525683 9.4457546 6.5053114 10.5240976 9.2890939 11.0796268 7.8296625 11.3176371 NA 7.7928879 15.1571019 8.9952776 1.4178660 8.8465080 7.5143756 9.9581152 8.0113732 7.2864506 8.4528441 10.5650536 7.5675956 6.8584212 9.1123311 9.1525584 0.6105111 7.8536676 9.1535257 9.7242359 10.0012001 10.1187837 12.4245314 9.7665768 11.2199034 9.3118003 10.8932927 8.8336147 4.2252055 3.0699255 9.7545146 8.5456588 9.4170434 10.4866270 10.2762738 2.6979517 13.8024397 9.1340558 8.8596072 8.9369232 9.4186536 8.9931178 4.7602422 6.1496516 9.5798803 10.9680457 9.7997006 7.8393121 11.7259455 10.8506888 11.3945151 10.6150654 10.5938437 4.7804203 9.4287563 3.8584187 5.7500464 0.1954736 -1.3894889 10.0466848 9.0241216 10.4548072 7.5733897 9.1470421 5.3918536 7.8150649 9.6738889 6.5053114 12.2751633 9.2443971 9.3485861 10.9341115 10.5323347 8.8988755 10.1360146 9.6500982 10.9054017 9.6759099 8.7164021 9.5427084 6.2029505 4.0028105 7.9028152 11.7664188 9.9689141 3.0699255 7.2912048 11.1869781 8.3983961 11.3148297 7.3519604 10.3574279 10.8749363 6.9369229 1.1954736 -1.3894889 9.1784497 7.5762780 10.4812437 10.6314737 8.3004917 11.3538556 5.7294358 10.4169104 9.1301301 7.4870103 10.5895616 4.2829216 4.8958939 10.1438235 -0.3894889 7.7829216 3.4178525 3.8488983 4.1340566 4.7190191 10.5041745 6.4496967 7.8702371 11.3228681 7.4412311 1.4178660 4.7397779 10.9036780 10.3118002 11.0678746 10.9885176 10.8214695 10.6076733 8.4210655 9.0194815 5.8444961 10.9608805 11.2473449 10.0963230 11.2967754 0.1954736 -1.3894889 10.3691334 8.2029510 9.3761942 10.8101661 9.5015180 7.4839375 13.9904474 14.1728554 4.0699255 10.9729856 8.4597267 12.4819178 10.5661437 -0.3894889 3.3653846 NA 8.0492855 NA 9.8941610 8.4575512 9.7371982 8.7665769 12.6218084 8.7841709 9.1864488 3.9680447 1.6105111 10.7634123 3.9680447 2.4178390 9.5769992 9.6041399 7.6873092 7.8796206 7.6273019 11.2662481 10.3840451 9.2085463 11.1323395 9.4893111 8.4961903 10.6408160 4.6581658 7.3315933 8.9877043 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.135 0.135 0.000 0.000 0.000 0.000 0.000 0.000 -0.105 -0.105 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.135 0.135 0.000 0.000 0.000 0.000 0.000 0.000 -0.105 -0.105 0.000 0.000 10.623816 11.675910 7.065821 10.560685 10.096826 11.071461 4.858424 4.225206 7.812618 7.307461 14.184289 9.288117 8.817508 9.891096 8.025433 8.316126 10.443779 6.474679 10.853668 11.656253 8.417849 8.280991 9.750269 7.090274 7.307461 10.854560 12.708197 10.7462031 10.6487269 -1.3894889 8.7941292 7.5588607 10.1789250 10.5367898 12.1532838 9.7722555 10.0017374 7.5963359 10.3799184 7.8982059 10.2085463 10.2736070 7.6273019 8.7678408 8.8596072 7.8320811 13.8180801 9.7091838 11.6554001 6.4673545 10.2610968 11.1123309 14.2868365 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 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.42762e-07 2.080817e-07 NA 11.6610977 9.8813840 9.0738510 7.4938675 7.9144862 10.6521478 8.7209655 -0.1023723 4.0599695 4.8749592 7.7985444 9.6093448 7.4368364 11.7713142 10.8529644 8.3197426 10.1282987 11.7887020 4.6255978 9.0410611 9.2629067 9.1192649 8.1922987 6.6658617 9.2899953 15.0701715 7.5701031 -1.1022175 10.4059678 10.2082906 5.2196061 5.5123881 8.8030649 9.1819235 4.0676043 11.0356295 8.9543156 7.4173141 11.4639697 10.7102563 -1.1022175 12.0450418 6.2639996 10.5846160 10.5994175 9.1408517 1.7050490 8.3176378 4.0269594 10.6285725 7.9556697 NA 10.2557191 -0.7688134 9.7192764 7.8547799 2.7050268 3.6525668 9.2942825 8.7649565 0.8977051 7.6559013 10.8146768 6.3975240 9.1396611 10.0327458 9.3134196 4.5981150 8.8742132 11.6452415 10.2116945 14.4188181 12.0543930 9.7738955 9.6136398 4.8749592 16.1623495 4.8749592 7.2196061 7.1216796 4.4826418 7.1264970 7.7680427 8.0701054 2.7050268 10.4217297 8.8021919 10.2397525 1.2195867 1.7050490 9.9386525 0.8977051 9.6102049 8.6625495 10.1396610 6.2105603 6.8692212 14.3242047 6.7741954 9.3155302 7.4863926 7.8165408 10.6566172 8.2082905 11.4653963 9.0575491 12.8386337 1.4826418 9.5955141 15.7559867 9.4751066 1.2195867 8.5178977 7.9283449 10.5491780 3.3571156 8.8401922 8.4329531 11.5299915 7.9420717 2.9851361 8.6136399 8.3693531 7.2856954 9.4153471 9.9061064 10.0788301 9.6592290 7.4713249 11.8166193 9.3905325 11.5089332 9.8423899 10.9887826 9.1016742 3.4212368 3.3571156 10.1562439 8.8792450 9.0348100 9.3744240 9.8350516 3.9420734 13.9096039 7.1408523 8.8000528 10.1497518 7.2985575 10.7564359 3.9420734 6.7803206 9.5297642 10.3442442 9.1668046 3.9851452 11.5107214 11.3001570 11.2993573 8.7494270 10.9877903 2.8045699 11.4754630 -1.1022175 2.2196177 1.2195867 NA 11.0146715 10.6876190 8.4329531 9.0088135 9.5466734 7.9448017 8.4994485 6.7618637 7.0776372 13.2128274 9.8343157 8.7082493 12.0652528 11.9034778 9.2611993 10.1432305 9.8720925 12.5683341 9.4798199 9.5406320 10.6819036 10.1312975 -1.1022175 6.2899949 11.3942820 8.7901145 3.9420734 5.4937178 10.8874271 8.4807607 10.3276075 9.3207938 9.7726592 11.5775977 8.3468266 3.6525668 1.8976664 7.6559013 5.1830815 8.8620186 10.3668108 10.6119233 10.9681343 4.0269594 11.4873149 9.9082059 8.3070687 9.6110643 2.7050268 4.5701046 7.9502456 -0.1023723 4.6255978 0.4826418 2.3571015 3.9851452 3.5981150 9.5946454 5.5270359 7.0775870 11.6029797 7.9606953 -1.1022175 4.5123849 11.8311841 9.9522822 11.1908620 10.3965270 11.4992165 9.7502074 8.1119969 8.2441916 5.9990755 9.9590489 10.3627340 10.1527064 9.9897742 NA -1.1022175 9.4445722 8.8976779 10.3713835 10.9570223 10.4231986 7.2241069 12.8713752 12.6614089 2.7050268 9.8075708 9.1134898 11.4689564 10.7657287 NA 2.2196177 NA 7.4484244 1.2195867 9.7970347 6.3814928 8.4153471 10.7541033 11.2105608 8.1807660 9.1129680 4.0269594 2.9851361 11.0509132 2.0676043 3.7556567 10.5558893 8.2486169 6.6724649 10.0308201 8.1644645 11.6598522 9.8083205 8.7494270 10.9934045 8.7082493 7.9365967 9.6391448 4.0571470 6.1264959 8.7034216 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 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 NA 9.8004541 9.5193768 10.0520401 7.6290535 5.5442443 9.7718613 6.7834147 -1.4556135 1.5333640 5.7439188 8.5428357 9.9435233 8.6683667 11.8917283 9.9001469 8.7179224 10.7676438 12.0948719 4.5886367 10.1538859 10.3838428 8.9149328 8.0853418 7.3897354 8.9451248 11.3989190 6.6990630 -1.4556135 10.1390365 10.0882438 3.5886367 5.6736327 8.7028549 9.9252475 -0.4558114 11.0904164 9.3596288 7.8973923 10.3991137 10.7197950 -1.4556135 8.8075146 6.3057973 10.6263944 10.2941148 10.0300746 -1.4556135 8.0016261 2.0036742 10.6083144 7.6527697 0.8661563 10.7884457 1.3942397 9.1267073 8.3288804 0.8661563 6.4808839 9.2533292 8.1178924 1.5442381 6.5215251 8.9105675 2.0036742 9.7536988 11.2164497 8.0540203 5.0988322 9.5219045 11.9145241 10.0643730 13.6515851 10.8296476 8.7850368 9.9964866 0.1292171 16.3618974 NA 8.4299419 10.8540059 5.3771342 7.4896890 8.4192266 5.4390646 2.8996784 11.4834573 7.9693773 13.0767839 1.5442381 2.7921682 10.0143957 1.5442381 7.9995728 8.1141010 10.5318647 6.4808839 6.9105672 13.7056529 7.1404351 9.0921038 8.6773877 8.0460828 10.5666687 7.5442450 10.6160429 8.3723819 11.4505723 -1.4556135 1.5442381 14.6793735 10.4061077 NA 11.7923212 8.6435932 10.0275573 3.6317096 6.7682465 7.8016334 11.4242114 7.7682472 4.8110343 8.7003284 9.1385700 1.3516283 8.7826500 8.4268883 9.7652282 10.7019081 10.6904958 11.6871581 9.5859045 10.6376630 9.7561336 10.8226949 9.2195938 4.6103339 2.2446740 10.3459537 9.2429499 9.3247852 10.2241652 9.6741723 5.5329309 13.7710715 9.4092053 13.2486354 9.6183868 8.1644650 9.7060071 3.6735338 7.1881012 10.8325348 10.6876286 9.8051649 5.3771342 11.1191298 11.0128694 7.2307458 10.4541385 10.7536987 3.0678108 9.1777220 2.6317096 0.1292171 -1.4556135 NA 8.9039951 11.0787915 9.2316210 7.8774007 9.8184080 6.2377320 9.5596604 7.3483767 5.0504538 12.0568624 10.0658458 7.8593950 11.0753831 10.7721621 9.2286609 10.3995032 9.5006216 11.9038577 9.1525001 10.6738504 9.5200934 9.6560331 1.5442381 8.1844901 11.0435930 12.1578058 2.1292171 8.9784671 11.2863442 8.9933942 10.5161481 7.6683667 10.4037802 10.9493868 6.9451242 -1.4556135 2.3516001 8.5554726 6.2924376 10.1694976 10.0800067 8.9778308 10.5988497 7.6449075 10.8796525 9.4352696 7.6475333 9.9376359 2.4511452 4.7537008 9.3620284 2.2446740 6.2446854 2.1292171 4.1589590 4.4984424 1.3516283 10.5154296 7.0678076 7.0717219 9.8766624 6.5090481 -1.4556135 5.4146091 10.7883118 10.8016332 11.4295604 11.2375145 11.5640098 11.2759887 8.8751623 8.7814555 6.8066695 10.6233968 11.6081460 10.0829193 10.8976679 -1.4556135 -1.4556135 10.2377323 8.5776683 9.3099458 10.1277983 9.8296476 8.1460162 12.9072165 14.2244400 2.5442381 11.6911322 8.2322856 12.6934368 10.0785482 1.8661563 1.1292171 NA 7.1141015 0.5442875 11.1926120 6.9871890 9.2915992 10.5361215 11.4388737 8.5749125 8.6812110 4.9017985 0.8661563 10.7724628 3.4022310 2.9365720 9.9959716 9.6494992 7.2446854 4.2166721 8.1254460 11.2721658 9.7874194 8.7549166 11.1651525 9.3845828 7.0480716 10.5645309 5.2013124 8.1007517 8.9397796 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 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 4 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.016873e-07 2.774423e-07 NA 10.4086617 9.5716950 10.8819413 7.1410608 NA 9.2714187 8.6362552 NA NA 4.3616631 8.6651678 10.2028369 6.3123784 12.3027732 10.6558690 10.8677972 10.8100382 11.6212977 2.1029268 10.2110766 10.0587830 8.5982096 8.1473199 5.6618921 8.9430290 10.2318405 5.3830338 NA 9.9042875 9.9894931 3.2497639 4.5434959 8.4171040 9.2885090 NA 11.4445238 9.0268897 6.6706095 10.2464910 11.7638129 NA 10.0399840 3.2955761 9.8386025 10.8390859 10.0612711 NA 7.8520769 2.5434959 10.3078459 7.6792746 -1.7046296 10.0846274 1.8204036 9.2248292 7.9102805 1.4655044 6.3344896 9.5446842 8.4579619 NA 6.1284604 9.3276164 0.8805680 9.1117544 10.2609942 9.7374774 6.0703571 10.6857208 13.4104110 11.3017214 13.3450789 11.5683462 9.0579527 10.3355178 2.3830268 16.0905829 NA 8.6542218 10.9724093 4.6878893 7.1061420 7.7934225 5.0637531 0.8805680 11.6183438 6.4843573 10.1862149 -1.7046296 5.5339744 9.4222751 3.0504495 8.2263081 8.0587830 10.3539006 5.4453162 6.7550024 13.3959045 8.0587830 8.9617946 10.3572794 6.8347289 11.1069353 6.9609067 11.2222373 8.4679980 11.7856694 NA 2.9960090 14.5076680 10.1085501 -0.1195104 12.0870388 7.7467817 9.3856830 4.1535541 9.7854186 7.7974080 11.2908078 7.0504582 3.0504495 9.1820293 9.4829227 NA 8.5924869 8.8673232 9.8472790 9.9317421 10.2047137 11.5600587 9.1013144 10.3893184 9.5529586 10.0682976 8.2568757 1.2955467 NA 9.8973415 8.9167068 10.0050853 10.2475838 10.0625136 3.6878893 13.3381705 8.5775006 13.8532437 9.5711132 9.7155308 9.4254975 4.0769267 6.3830338 10.8831138 10.6798148 9.7657210 6.6878879 11.7676966 11.0560827 8.4040950 10.3193250 10.7395502 1.9960271 8.6497649 3.9679986 NA -0.7043945 NA 9.0654086 9.1069453 9.5850132 8.2856745 9.1972597 3.6174983 8.9121196 6.0504582 5.4754805 11.9661162 9.4958562 9.1589825 11.3399648 10.7186866 9.0237549 10.6211572 9.7773701 11.7161888 8.7590949 10.9376223 9.2410145 10.8940884 2.7549944 8.0387220 10.6208761 12.4886932 -0.1195104 8.6968768 12.1829817 8.1858348 11.6631219 8.1736217 9.8625760 10.7926740 7.1812666 0.6174866 0.6174866 8.2322084 7.2292610 10.3633411 9.5031951 9.2263079 10.6395891 8.2555725 10.6310754 9.1674759 8.3344896 9.8323035 0.6174866 4.0769267 9.8725273 3.1029268 6.7993969 2.9394335 1.8805288 4.3399640 -1.7046296 11.1772582 6.3179389 6.5763407 10.5944065 5.3576716 NA 3.6531174 10.6044785 10.5962092 11.1805043 11.2853199 10.6605261 10.7664837 9.4261412 9.1643778 6.1569669 11.2515837 11.6985827 10.0264653 10.9088997 0.2956055 -0.1195104 10.1558816 8.6738655 9.4692478 10.9884041 9.4629889 8.6564177 14.2781409 14.3750971 0.8805680 11.8690995 7.6341736 12.8574552 9.8132401 2.2024491 1.2955467 -0.1195104 7.2785647 NA 11.4013204 8.1888722 8.9838210 9.6050470 11.3767212 8.0319724 9.0132814 3.2024647 -0.7043945 10.9450514 -0.7043945 3.8501593 9.7964125 9.8003897 7.3039990 5.7631752 7.7834108 11.4114271 9.1728548 9.1029255 11.4840050 9.7206396 8.2913379 10.0596128 4.8264824 7.4704962 9.1713199 9.8191326 0.00000000 0.00000000 0.00499690 0.00069327 0.50999000 -0.00719580 0.00398420 -0.52176000 -0.04766600 -0.04766600 -0.04766600 -0.04766600 0.00000000 0.00000000 0.00000000 0.45292000 -0.51414000 -0.51414000 -0.51414000 -0.51414000 0.00499690 0.00069327 -0.52234000 0.00750000 0.01181800 0.01181800 -0.51989000 -0.00041585 -0.51764000 -0.520 -0.520 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 0.453 0.453 -0.514 0.000 0.000 0.000 0.000 0.000 0.000 -0.516 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.520 -0.520 0.000 0.000 0.000 0.000 0.000 -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 0.453 0.453 -0.514 0.000 0.000 0.000 0.000 0.000 0.000 -0.516 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.373555 12.119933 12.860197 10.065408 10.013675 11.376555 3.465491 2.939433 7.278565 5.514738 12.421307 8.548000 8.274281 9.268256 8.102056 8.847279 11.291338 7.462989 11.078978 7.331745 7.811271 9.201266 9.470509 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 TCGA-CJ-4894 58 1 841 841 kidney stage iii t3a n0 m0 male 2005 822 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 NA 5 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.734014e-06 6.242451e-07 NA 10.54631293 9.31012695 9.94124793 7.71326553 NA 10.07321988 5.26963165 NA 1.81664066 5.37103257 8.62075354 9.95599608 8.15548817 12.05001486 10.64268037 9.81801921 11.32266250 12.05433217 5.37103257 10.04990394 10.37422497 8.98597510 8.83355995 6.77036657 9.34452184 12.15311599 4.11027136 NA 10.39811240 10.00988277 4.05477035 5.45927095 8.18001057 9.83098145 -1.61749874 11.68012495 8.21682005 9.61056627 10.63619637 12.45146294 -0.03268381 9.45849643 7.62075354 10.26728250 10.84893523 9.50064114 NA 8.16206801 2.46980785 10.85071833 8.09315554 NA 10.32183263 3.08111802 9.12648483 8.10515633 1.70429654 7.60151751 10.13054173 8.67696974 2.84177189 6.25886561 8.95504917 7.11026927 9.07670686 10.11111976 9.30418976 3.70427441 14.27904149 11.84600098 10.59454127 13.33076175 10.89088645 8.57587426 10.81384651 1.38233524 14.03645343 -1.61749874 8.41163597 10.71382570 5.24032960 7.59423726 7.80651547 5.50128945 2.05137210 11.67034975 8.73487792 2.55227869 3.55227869 1.84177189 9.72664477 1.84177189 8.43219737 8.23409794 10.59514921 5.58202001 7.20571604 12.14980919 8.06884920 8.66427874 9.37952826 8.50258679 10.79537377 7.35101606 10.70484042 8.31751392 11.33908805 -0.61772010 4.44843847 13.97372513 10.72164215 NA 12.52836061 8.39217744 9.57772111 5.24032960 7.30716164 7.88219489 10.90786972 8.50905328 5.59180207 9.07234675 9.31382516 NA 8.93597827 8.10002521 9.27565033 10.46383229 10.96142907 11.64937839 9.30567646 10.45649036 9.57464177 10.29934793 8.66110041 1.55227869 0.38239058 10.14098847 9.14970572 8.63737731 10.76767209 9.97993587 6.71326553 13.64198182 9.93597812 13.22793693 8.82114065 9.43491695 8.99705864 4.73990209 7.15713570 11.15837061 11.40020120 10.21405193 7.70202096 11.61630701 10.86717177 7.76605312 10.52253955 10.66572665 2.90590923 9.08616595 5.89014265 NA -0.61772010 NA 9.58079390 11.30214332 9.56722428 7.73328790 9.28970538 4.51163249 9.73604705 5.99705977 5.74683406 11.19753199 9.61476983 9.22233993 11.41456686 10.94602182 8.88518082 10.00211037 9.76821129 10.94816498 8.99981627 9.31898673 9.37882241 11.28397003 3.08278773 8.71550424 11.16657474 5.45552779 -0.61772010 8.25166513 11.27014065 8.43355790 11.42143929 8.47906399 9.99383482 10.81801913 7.59666834 -1.61749874 -0.61772010 8.93405704 7.79173985 10.69381336 9.86010709 8.88716790 10.52796261 7.06884920 10.73050716 9.02349739 7.61596871 10.45414638 -0.61772010 4.64913256 9.43287779 4.33654762 6.87420187 3.13724119 0.70425227 3.73990209 0.38239058 10.08884494 6.45381057 6.42674278 9.91490934 6.40504954 -1.61749874 4.49087173 11.29261681 10.53368258 11.63101772 11.53922198 11.14348456 11.08538728 9.46914849 9.75374976 6.10262664 11.22646614 11.78855387 9.94649840 12.27745075 2.08280476 0.38239058 10.18001045 8.49478840 8.21682005 10.77841846 9.41783543 8.48694762 12.99458388 14.18950252 0.96731619 11.40054908 7.35449624 13.33057921 10.61656759 NA 0.96731619 -0.03268381 8.05300487 NA 11.20634298 8.91275524 9.32192809 9.72219891 11.61176855 8.59180207 8.93821286 3.73990209 0.96731619 10.98063408 2.55227869 2.90590923 9.53653417 9.89410154 8.24188355 4.44843847 8.04412687 11.33999510 9.55665051 9.97900454 11.07953365 10.36248841 7.66543754 11.03519383 5.82230441 8.24343584 9.10088175 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 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 3 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 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 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 1.144449e-06 3.814831e-07 NA 11.5317305 9.2754136 10.0514674 8.8067578 9.8949390 10.1885023 10.7807000 -0.2472514 1.3827779 4.3074212 7.8323166 9.5714142 6.8872584 12.1066680 10.4397701 6.8561192 10.9647203 11.4023127 4.4807498 9.3359149 9.9995726 8.8548076 9.0691135 8.2346316 9.0725041 14.9943125 7.7272466 NA 10.0301193 9.9196227 3.3966938 5.4535505 11.9555680 9.6694579 1.0747794 11.4301112 8.7821192 5.6835701 10.9723031 11.3622416 NA 10.7489523 5.4532706 10.6278134 11.0216663 9.7800469 1.3377682 8.8821151 4.3074212 10.4423933 7.7070284 NA 10.4375631 NA 9.5006306 7.9202504 -0.2472514 5.7070278 9.8202664 9.2356400 1.3377682 6.2366476 9.8808263 6.5730109 9.7106596 9.7214988 8.7654565 5.9816518 11.8143382 12.7848777 10.3926249 13.6980472 10.6705770 9.1026660 10.2245073 0.7528342 16.3685119 NA 7.8323166 7.5857220 4.1103799 7.5309088 7.5666135 8.7315424 1.3377682 11.2275519 6.7134126 4.3966870 -0.2472514 2.3377967 9.5967531 1.7528342 9.0149268 8.2977962 10.5513038 7.3821882 7.1451496 13.5233410 7.4739314 9.3858272 8.3930768 8.5983220 10.9698173 8.5391018 10.5333718 8.8108238 11.8686885 NA 9.7236568 14.9242043 9.9164817 -0.2472514 9.9133337 7.7214991 10.0213740 3.8402920 8.9127035 8.0312816 10.7297540 6.2606260 4.7070278 9.5423656 9.0184470 -1.2470802 8.4234883 8.9995725 9.4824528 9.6544531 8.7485991 12.0929046 9.8814708 10.7113847 9.1365362 10.6139189 8.9797379 0.7528342 0.3377682 9.8750128 8.1727920 9.3610869 10.2635962 10.0600328 3.2122580 13.5094926 4.5077185 10.7563499 9.7765863 9.0937947 9.1462224 4.2122658 6.6835687 8.8349810 11.0330228 9.5110552 6.5407341 12.0201351 10.8515221 11.2741870 8.3948837 10.6698310 3.1451557 9.5820710 2.4532805 -0.2472514 -1.2470802 NA 9.7731174 10.9233831 9.0486010 7.9912367 9.7288877 9.5513038 9.1968116 6.0837495 6.6231967 12.7469202 10.5431805 8.5920358 11.2250151 11.1775232 8.8859742 10.1942201 9.8898230 11.4569518 9.0611711 10.2531760 9.4056769 11.1866782 1.7528342 7.9598461 11.4428300 13.2441766 4.4532739 8.4703201 11.4032106 8.6308830 10.8366437 9.2734506 10.0971279 11.1550447 7.1147762 2.5601769 -1.2470802 9.1483662 6.7186164 9.6030189 10.1451495 8.8587404 10.8711242 6.4463191 10.6240096 9.3302608 7.9500484 10.1114833 2.8403021 4.7070278 8.9352264 2.0747452 5.0926810 2.0747452 3.0007572 3.6108182 2.2122580 10.8246295 6.1537121 7.3264789 10.6737022 7.0025619 -0.2472514 3.9622899 11.2239991 10.3420150 11.3452890 10.8459194 10.9816507 10.8057396 8.5456225 8.6108130 5.5389044 10.8313164 11.0625925 10.1032187 10.4283480 -0.2472514 NA 9.8962152 9.0428509 9.2214561 11.2441841 9.1696294 7.5537322 13.8043384 13.7305591 0.7528342 10.4700801 7.6605636 13.1622229 10.8033609 -0.2472514 0.7528342 NA 7.5601868 -1.2470802 10.8727750 7.4532715 9.2265377 10.1467587 11.5129282 7.9912367 9.0605906 2.9227497 -1.2470802 10.5951823 5.7862539 -0.2472514 9.8155527 9.5577696 7.2761198 8.8162272 7.3785411 11.4860592 9.9707897 9.2566578 10.9738149 9.7400959 8.7026586 10.8306491 4.6354758 7.5569627 8.7876310 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 3341 kidney stage iii t3a nx m0 female 2005 NA no NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 2 1 2 4 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 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1.387211e-06 7.629662e-07 NA 11.23136844 9.13916095 10.53764018 6.95627857 3.91880601 9.35912667 6.90283333 -1.91430342 -0.04617605 4.27573715 8.45877898 9.60259885 5.96855621 12.14863467 10.62313234 10.42353584 10.41655076 11.81457846 2.40784218 9.83452604 10.28159371 7.29780219 8.10828190 6.62359768 9.14322886 11.38526504 4.84080058 NA 9.52366604 10.04627796 2.84080561 3.86727380 8.25834131 9.67369139 0.08596845 10.55326469 9.44621239 7.87544773 10.38053466 10.77481983 -0.91403155 9.35970959 5.95627973 10.96932090 10.65410754 8.49424358 NA 7.96702793 2.99280468 9.89528005 8.48999122 0.40784218 10.73937930 2.54599307 9.16606514 8.26208686 -0.91403155 7.25082044 9.10689397 8.31112116 0.40784218 5.84080058 8.99730596 -0.32915966 9.75346899 9.92314755 9.53866988 5.61729554 11.75373510 10.96415644 10.62894570 13.57667079 10.65885091 8.56063395 9.94272840 1.54532593 15.78518811 NA 8.45986641 11.31488285 4.51217631 7.84080121 7.66334248 6.74769218 1.32163953 11.46569837 7.71912730 10.67860454 0.08596845 3.44346078 9.48572588 2.60947131 8.06605366 8.02255202 10.46610441 6.39879670 7.02549285 13.95728978 7.82231589 8.97617830 9.80401854 7.24073219 10.58658406 8.12483266 11.25317525 8.40106339 12.26799783 NA 3.21519710 14.61135779 10.31232607 NA 13.30212926 7.54739353 9.34683348 0.89328454 8.23819883 7.80359064 11.09451762 7.76010648 4.01664786 9.29658520 9.68023855 -0.32915966 9.21777090 8.13030800 9.34624534 10.78418446 10.68210368 11.60422773 9.61924371 9.93061967 9.75435574 10.47446940 7.99265402 3.99280468 -0.32915966 10.41178149 9.39652665 9.68168416 10.05961121 9.86234693 5.86070214 13.73623644 9.56518892 13.67708558 9.96358148 9.75966469 9.36552458 3.25583304 6.54943815 10.74211530 10.93492799 9.41739074 6.44785687 11.39080561 10.61070043 7.71890887 10.43823327 10.84413713 2.40784218 8.81585750 4.71527290 0.89328454 0.67084034 -1.91430342 8.84746519 10.09784002 9.50745275 8.03719880 9.48736937 4.23565814 9.09434244 9.00998421 5.72253980 11.60567299 10.33532369 9.31893433 11.25113495 11.01295110 9.11696717 10.50534742 9.86563322 11.94185301 9.05601987 10.86111266 9.78461849 10.88620717 3.04010338 8.57475813 11.31036784 10.98342660 2.54535064 8.81732618 11.84319972 8.65576933 11.62954992 6.78635328 10.12586106 10.62191825 5.62507173 -0.32915966 -1.91430342 8.55961953 7.65766644 10.81042776 9.63232602 9.36262002 11.18048649 7.51217868 10.62194984 8.84496996 7.96396476 9.98489306 1.08590049 4.44346741 10.02732839 0.89328454 7.59172579 3.67087432 2.72977027 3.84080561 1.54532593 10.93022735 6.81042768 5.92511882 9.61272127 4.61558109 NA 3.33383874 10.66405069 10.56846977 11.13320824 11.21181166 10.25990329 11.25254777 10.03172353 9.30507631 6.56646205 10.68210368 10.96300630 9.98035282 11.27109910 NA 0.40784218 10.03865511 8.95164724 9.27326597 10.71800031 9.23248257 8.51008013 13.27766715 15.04218795 2.89326512 11.69555438 8.06390951 12.71885231 10.04265309 0.67084034 0.89328454 -0.91403155 7.20744780 NA 11.55721698 8.77852926 8.90768776 9.24199697 12.19067643 6.93140413 9.18992288 1.78634544 -1.91430342 11.29323333 2.84080561 1.67088565 9.91246245 9.82948602 7.25333223 5.30508406 8.07743582 11.25317525 9.66711456 9.59766655 11.73584365 9.98715797 8.29292804 10.43740535 4.82062319 7.25082044 9.36842330 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA asian not hispanic or latino NA NA 1 NA 5 1 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 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.282859e-07 2.774423e-07 NA 10.5451750 8.8916163 10.4611639 7.9626028 7.7884919 10.0930685 8.7162491 0.9465812 2.3353689 4.9972156 8.3523401 10.7839934 7.5863189 11.9768637 11.7116992 9.3339925 10.7644880 12.0673840 3.6627980 10.0348111 10.3921969 8.4735089 9.0839478 7.9401356 9.1257890 12.0191062 5.8941241 NA 10.3486892 10.0416110 4.4430165 5.1836294 8.1406442 9.4701527 2.3091471 11.2511865 9.5660247 9.9226433 10.3483845 11.3746517 -0.8606615 9.3072810 8.8840698 10.6885392 10.9882499 9.5950767 NA 8.8999556 3.6310926 10.0172867 9.0999618 2.0461418 10.3234417 0.1392075 8.8335938 8.2685186 -1.8609235 6.1671411 10.1082626 8.7437889 1.3091762 7.1671421 8.8531895 4.2685167 9.3746518 10.1053807 11.4499906 6.7722314 12.3923350 12.1074526 11.5148183 13.6500309 11.1376499 8.4790858 10.6667128 0.7242137 15.4985822 -0.8606615 8.5379794 10.0595886 5.3966253 7.6470302 7.2503714 8.6569053 2.3091471 11.2894591 8.3389329 12.4505584 2.1392403 3.8116663 9.6842002 4.3680559 8.5790666 7.8396756 10.2539542 7.9090734 7.4790858 13.2802253 7.6608359 8.7344932 9.7893900 7.1945185 9.9842671 7.5986674 10.9222340 7.8874284 10.7467973 NA 4.7685919 14.9800260 9.5826975 -0.8606615 11.4985736 8.1767825 10.2059977 7.4967875 7.1890842 8.1035768 11.5891582 7.5570884 5.0340528 8.9287694 9.4645413 NA 7.8957922 8.7956608 9.6995686 10.1870414 10.2296791 11.5351796 10.2749451 10.8509028 9.8970425 10.8171756 9.2432514 1.8396775 2.2266935 9.7062411 8.9570190 9.0485065 10.8010139 10.2276928 6.4967883 13.2327772 10.5819201 11.0151771 10.6164881 9.4857496 8.5443772 4.9074195 6.7722314 9.4600364 11.2433431 9.5272532 7.1726585 11.6772428 10.5470347 9.8204742 10.6549356 10.6762114 3.6627980 8.5429510 5.0218794 0.9465812 NA NA 9.4321326 10.5237497 10.3803251 8.1279206 10.0734759 8.1740348 9.2346328 6.0157518 6.3091616 11.8725690 9.3450291 9.5696884 11.3553754 10.8372893 8.8977087 9.9630011 9.8982918 10.9461881 9.4555173 10.6180054 9.1609099 9.0566079 2.1392403 8.4153602 11.8217916 10.6145943 3.9721228 7.5638011 11.2919960 9.1378262 11.4938984 7.8991243 10.6549356 10.8802814 6.7502608 -0.8606615 -0.2757863 9.1863597 7.8027942 10.7676814 9.5491570 8.5945631 10.7312256 8.7758604 10.5785083 8.8318513 7.4634165 10.7758604 3.6627980 3.9972201 10.8138694 0.7242137 8.5454406 6.7758604 6.1443544 4.7539468 0.7242137 10.6564131 6.5986674 7.4543857 10.1775993 6.7641404 -1.8609235 5.7758591 10.7985628 10.4182660 11.4573549 11.3951495 11.3193003 10.5202379 8.4141964 9.4796257 6.0272492 11.1005046 11.9482000 10.1602157 11.7230237 1.5986510 1.1392075 10.0018732 9.6275780 8.9665784 10.9530511 9.6904634 7.5077423 13.9674963 15.6523002 3.0934250 11.9476973 8.8405683 12.2817418 9.9477978 -0.2757863 1.5986510 NA 7.3041423 1.1392075 10.3936828 8.8611893 9.8962090 9.4458672 12.3527957 8.9752863 8.7886805 5.0218794 0.7242137 11.0427411 3.3091616 2.7241919 9.1392359 9.8916165 8.0773450 6.8534817 7.5121012 11.2080141 10.2100276 9.6400777 11.0003227 10.0125914 8.9173130 11.0313991 5.8175184 7.8169555 9.1483645 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 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 5 1 3 5 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 2.254218e-06 4.161634e-07 NA 11.51229317 9.49214822 9.59680342 8.86928106 5.24316637 10.84349242 10.05165881 1.07327184 3.47855770 5.81470935 8.15272646 9.24941453 8.18176599 12.23263980 10.34878402 8.70805236 10.96730135 12.05943907 5.37702308 10.39798453 9.79775538 9.39742201 9.59680342 6.70986545 9.09144173 13.91180527 6.17127289 NA 10.50317121 10.40415837 4.46555661 6.10677544 8.83312949 9.46341034 1.07327184 11.80922052 9.43737611 5.28269555 10.79775530 12.08813371 0.07327184 10.19930058 6.33063010 10.62735066 10.72339567 9.38271783 NA 9.01135083 3.59680398 10.84142581 7.42196971 NA 10.69620843 -0.92686530 9.10528731 7.66195620 0.65818863 5.37702308 9.88140125 9.13933058 NA 7.64688843 9.30085747 8.16599884 9.57706716 11.13865758 8.82812887 4.39517251 9.58959160 12.21071298 10.32708900 14.27429328 11.08202020 9.43189265 9.60851690 2.39517251 15.73871618 NA 7.74566693 8.52032481 5.00397995 7.27291340 8.03324348 6.85460163 2.53136898 11.00840649 8.94954340 8.79263024 1.07327184 2.24318160 10.04406633 NA 8.76672832 8.55705735 10.29603633 5.43079374 6.75272183 13.30528759 6.79434048 8.95893777 8.89501536 8.48475242 10.61723024 7.69895048 10.70214264 8.82478567 11.73390597 -0.92686530 8.60462291 14.29157728 9.18437725 -0.92686530 10.43408858 8.43079332 10.41197783 4.32117048 9.03179409 8.15539052 11.82875501 7.24316637 5.43079374 8.26059357 8.57507857 1.39517251 8.56909648 9.06476324 9.95588453 10.61385391 8.24065970 11.48329528 9.89022505 11.34266041 9.78490847 10.69849372 9.80711274 3.88059737 2.53266606 10.24254011 8.92499060 8.84307936 10.23877659 9.75008004 3.82813394 14.10567469 5.71709786 12.40988749 9.71348636 7.76323959 10.19736280 4.46555661 6.59680398 9.51929087 10.52032471 9.95512024 5.80116124 11.53389701 11.42003221 9.93510374 7.85460101 10.68057182 4.20252743 9.70895953 3.39517251 3.82813394 -0.92686530 NA 10.09491547 10.99582586 8.96502523 8.81302213 9.78730659 6.05052129 9.08307000 6.98613102 5.53774645 12.51527781 9.62494968 8.43079332 10.98725278 11.09699583 9.42151598 10.58400565 9.39291348 12.22394076 9.43079353 9.04908944 9.78146316 11.79305807 3.24316637 7.50786994 10.92577101 11.64581616 8.15005696 7.74492396 10.88662186 8.74743373 11.14067585 8.33062921 10.19736280 11.32915522 7.53676552 2.39517251 1.07327184 8.74212650 6.44828153 9.84473087 10.73189930 8.81975567 10.45478446 4.56509751 11.09169203 9.34119856 7.41309137 10.18307209 0.65818863 4.77367991 8.87090286 1.88060717 6.15005798 2.88058758 4.56509751 3.39517251 1.88060717 10.22235346 3.93121973 7.68795160 10.64842616 7.30061705 1.88060717 4.90613058 11.23846254 10.59435111 11.62254482 11.24191357 12.26722877 10.81048881 8.56308947 8.05908321 5.38303722 10.33651069 10.47997796 10.02525461 11.41753737 0.65818863 NA 10.13326181 8.08726180 9.80031106 11.22269965 10.06900863 7.46555906 13.13131778 13.29377095 3.16071048 9.40303781 8.27583072 12.52367949 10.20766778 0.07327184 0.07327184 -0.92686530 7.54084717 0.65818863 10.50526652 7.15005696 9.65726449 10.75711336 11.16169845 8.73145311 8.82777838 4.02743718 0.65818863 10.33003991 4.43079374 2.24318160 10.49372808 9.38271783 7.17652923 6.18176648 7.36326045 11.30236070 9.08586598 8.61240042 11.35806554 9.70895953 7.17652923 10.15672083 3.59680398 7.47412125 8.46984610 10.65255739 0.0856540 0.0856540 0.1199100 0.0018030 0.5020300 -0.0206040 -0.0241140 -0.0053992 -0.0200010 -0.0200010 -0.0200010 -0.0200010 0.0066653 0.0066653 0.0856540 0.0526680 -0.4485700 -0.4485700 -0.4485700 -0.4485700 0.1199100 0.0018030 -0.0358570 -0.0241140 -0.2586200 -0.2586200 -0.0109220 -0.0179410 -0.4850200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.329 0.120 0.000 0.000 0.502 0.502 0.000 0.000 0.000 0.000 0.000 0.000 -0.223 -0.340 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.329 0.120 0.000 0.000 0.502 0.502 0.000 0.000 0.000 0.000 0.000 0.000 -0.223 -0.340 0.000 0.000 10.169298 11.968627 7.752722 10.542883 8.686110 11.025619 2.658211 5.321170 8.986131 6.848028 13.084556 9.587729 10.690250 8.094166 7.494339 8.044785 10.439564 6.061925 9.870092 10.661019 8.009880 9.049061 10.117977 7.073242 6.794340 11.037582 12.138489 9.94437664 10.43353985 1.39517251 7.74212616 6.65820434 9.84390535 10.89978997 11.68449687 7.52856897 9.82059527 6.38612461 9.81133375 8.33062921 10.46609553 9.95282466 6.38612461 5.11763687 7.50369378 7.71709786 13.40128522 10.34119856 11.55806435 7.20422388 9.10804034 11.00249987 14.73240119 11.22520937 14.01442666 10.61965364 1.88060717 11.09526244 7.20766741 10.93316445 8.61820598 8.43079332 8.69162698 10.46233499 11.43381424 11.42804181 2.53266606 7.22298902 14.29030288 11.16863846 10.51462954 7.65067051 9.71799902 0.07327184 10.83188112 0.07327184 12.81312754 11.33183104 10.53523241 10.7571134 9.7977554 5.7025994 5.2431664 9.3713040 9.1203654 6.8611440 12.1996088 2.8805876 13.7791438 12.0225211 9.1066645 9.1010783 10.1025288 6.1066645 0.6581886 9.2267934 8.1094149 9.5660961 9.5918946 11.6172399 12.2866495 10.0237973 -0.9268653 8.7007754 8.1947751 8.9756167 11.0668875 9.8870227 3.9312197 10.1258095 4.1176369 7.1066645 8.9650252 3.4655566 10.9257710 10.9528247 -0.9268653 12.9192215 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 1.456572e-06 2.42762e-07 NA 11.1532299 8.5736991 10.0971904 8.7423586 -1.2189341 10.2687490 8.5819545 -1.2189341 4.2563163 5.2566408 8.1005809 9.7365589 8.3374150 12.6763896 11.3630509 9.1570344 10.7671030 11.9841040 5.7234248 10.5249018 9.9909714 9.9762811 9.1196454 7.3919335 8.8537116 13.3197647 5.2887018 NA 10.1823218 9.6450951 6.0193127 5.6013429 8.6169594 9.7094273 -1.2189341 12.2632127 9.3817510 11.1447699 10.5793807 12.3961937 NA 10.2418768 6.8736656 9.6018857 11.2482597 9.5548724 NA 9.3025094 4.2727623 10.8537115 8.1362601 -1.2189341 10.2970177 2.2829735 9.2535998 8.0732306 2.4813506 5.6997709 10.3784960 8.8443040 0.3659165 7.0983216 10.0018917 2.6877998 9.7380110 9.5914806 9.5573419 4.0288343 13.1275806 15.3511797 10.6478014 13.9015518 11.3350181 8.7292761 9.3200678 3.0288343 15.6453732 -1.2189341 8.0732306 10.2667383 5.6010873 7.1296375 8.1602874 8.3431515 2.8103608 11.0199107 9.3563631 11.0769648 NA 1.1028597 10.0523720 0.3659165 9.8428404 7.8736662 10.3039808 6.3583382 7.0476954 13.8619346 7.2321196 8.6342186 8.9670233 8.5088295 11.0846840 8.2906838 11.0133299 8.6620228 11.4013579 0.7808980 8.6497315 14.1829497 8.4761374 1.5882769 10.2995621 8.1559485 9.6666054 6.2966079 9.0097276 7.7695939 11.1014274 7.8683719 6.1987613 8.7452498 9.3992944 6.9558347 8.2300574 8.8060485 9.6240448 10.1268685 9.8946511 11.6458727 10.1062144 10.9188607 9.9946207 11.0255701 9.4488543 3.7351105 2.7809190 10.1056520 8.8657172 9.4942954 9.9787399 9.8933484 3.4813506 13.6554581 5.1028387 9.0639974 8.6279664 9.1581194 9.3181275 5.6263983 6.5622684 12.0889635 10.8513654 8.8032768 7.6696519 11.6457702 10.4480205 9.7343779 10.5420446 11.3794267 3.9508323 8.7170903 4.1384623 2.6877998 -0.2191020 0.7808980 10.1384610 9.4682846 9.5890687 8.1945367 9.6140520 5.1732274 8.5173107 7.3845351 6.9805817 11.4584084 8.8361915 8.7639025 10.6654611 11.6159724 8.9001873 10.4625866 9.2092691 11.2916731 9.4752669 9.2331501 10.4052475 5.0663131 4.2403372 7.5720719 10.8025830 9.0514496 9.9762811 6.8902168 11.3232154 9.0937920 10.8150201 7.3469631 10.1871140 11.3639917 8.0709276 1.5882769 0.3659165 8.5054229 7.5291018 9.9645443 10.8091604 9.2423884 10.9514599 4.6388906 11.0470718 9.4787454 8.0145288 9.9781257 2.5882529 4.4533332 9.1537739 NA 5.4951547 0.7808980 2.2403449 2.5882529 3.0288343 10.2165792 5.8998499 7.4319605 10.0174494 7.0057784 1.3658605 5.3808229 11.1825885 10.2480050 11.3768657 10.8553849 11.4852449 9.5882640 8.1207589 8.7743710 6.6033845 10.4057044 11.3309342 9.7234234 11.0732306 -1.2189341 NA 10.0270557 9.4682846 9.5147716 10.3635214 10.1168575 7.8334771 13.9034134 12.4121997 3.8683707 10.2657319 6.8208146 12.0548502 10.5020081 1.3658605 1.3658605 -1.2189341 8.2727623 0.3659165 10.0097817 7.9583282 9.6734518 9.6757267 11.3306936 8.3507646 9.1143327 3.5357917 1.5882769 10.8307575 2.1028261 4.0288343 9.5299404 9.0441782 7.1902998 4.4533332 8.0639974 11.2339223 9.8730054 9.1417559 10.8567223 9.8712332 8.5688116 10.7204881 4.9719206 6.9952278 9.2238523 10.6369454 -0.178350 -0.178350 0.130220 0.010050 0.456320 0.423350 0.433950 -0.181180 0.000000 0.000000 0.000000 0.000000 -0.165860 -0.165860 -0.178350 0.207170 -0.498300 -0.498300 -0.498300 -0.498300 0.130220 0.077846 -0.186220 0.191240 -0.177520 -0.177520 -0.185860 -0.178030 0.125050 -0.186 -0.186 0.000 0.000 0.000 0.000 -0.178 0.125 -0.164 0.166 0.166 0.247 0.247 -0.159 -0.159 0.000 0.000 -0.178 -0.178 0.432 0.432 -0.172 -0.157 0.207 0.207 -0.368 0.130 0.000 0.000 -0.140 -0.140 -0.186 -0.186 0.423 0.423 0.191 0.191 -0.178 -0.178 0.000 0.000 -0.186 -0.186 0.000 0.000 0.000 0.000 -0.178 0.125 -0.164 0.166 0.166 0.247 0.247 -0.159 -0.159 0.000 0.000 -0.178 -0.178 0.432 0.432 -0.172 -0.157 0.207 0.207 -0.368 0.130 0.000 0.000 -0.140 -0.140 -0.186 -0.186 0.423 0.423 0.191 0.191 -0.178 -0.178 0.000 0.000 10.542045 11.733650 12.779588 10.551986 9.634998 10.668891 5.675726 5.562270 8.246476 7.232120 13.172085 9.579219 11.040358 9.205138 7.653368 7.912766 10.107900 5.868371 10.315698 11.422961 8.369624 8.443346 10.384929 6.705721 6.502008 11.333818 13.196123 10.154862 9.847671 4.508828 8.183921 7.453334 10.051204 10.942986 11.667368 8.965784 10.524902 7.865717 10.406161 8.578570 8.421154 10.167310 7.766751 6.594690 8.748135 8.643546 13.437390 9.992797 12.444912 8.100694 9.712385 13.219831 15.320613 11.265228 13.921459 10.656274 1.365860 11.446689 8.695294 11.232120 8.931926 8.763903 9.363051 10.077252 12.519212 12.092232 7.857725 7.323941 14.642382 10.508829 11.024975 6.402961 10.074381 -1.218934 11.435545 -1.218934 12.852790 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 3 1 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.699334e-06 4.161634e-07 -0.2567005 10.9446889 8.9149755 9.7854971 7.8519064 4.3081643 10.2143795 9.0482882 -1.8416630 1.1200201 5.8022759 8.0653100 10.8029516 8.0861973 12.0826751 11.0324400 9.0031252 10.9026225 12.1628154 4.1584178 10.0787722 10.4811925 8.8299605 9.1918422 8.3320965 9.0486836 13.5636938 5.5507376 -1.8416630 10.3094359 10.2478697 4.8998862 6.1009335 10.5686056 9.4576273 0.7433857 11.4882156 10.2561222 10.2873803 10.5123931 11.3562503 -1.8416630 9.7927766 8.2055430 10.5024377 10.9414175 10.6181070 NA 8.4949260 4.4438188 10.3386392 8.1385590 0.9657658 10.2828121 0.9657658 9.4282764 8.5016051 -0.8416630 3.8308435 10.0222184 9.2425632 0.4803685 7.3580920 9.3878390 4.7731313 9.4825999 10.5402326 9.6946666 6.3482430 11.8268733 12.1433717 11.2817324 13.9205937 11.0414444 8.9746030 10.7662119 2.1584340 15.2472489 -0.8416630 8.7405613 9.7634358 5.4345448 7.7986643 7.8931292 8.9430542 2.2951059 11.2626904 8.9828929 7.2773599 0.7433857 0.9657658 9.9040936 3.8863355 9.1342672 8.2812471 10.0241526 7.3775880 7.3800064 13.0960690 7.1126157 8.8405359 10.4584858 7.2825408 10.3991510 8.4553354 10.8886771 8.1821738 11.4607726 -0.8416630 8.1038632 15.0347324 9.4087178 0.4803685 10.6178509 8.6492702 10.2941286 5.6178509 7.5909612 8.1053256 11.2817324 7.8219774 4.8449179 9.1534798 9.1773149 NA 8.1471042 9.3884397 9.5930474 9.8117122 9.7629725 11.7440579 9.9294960 10.9742028 9.9220466 10.6219437 9.5723169 4.9133059 0.7433857 9.8519063 9.1292441 8.8424402 10.7118086 10.2831869 4.7282743 13.7345788 11.1652713 12.0926630 9.4718693 8.7749682 9.4403493 4.1807844 7.0287835 10.3556360 10.7065187 9.7546091 6.5550247 11.2300090 10.8532125 9.4368687 10.4817555 11.0573985 3.3678742 9.4224454 2.1584340 2.8022759 -0.8416630 -0.8416630 9.8627553 10.5496629 9.9516162 8.1471042 10.4588234 6.5115661 8.3145026 7.1471042 7.4816315 11.9183075 9.3513284 9.0668120 10.9921000 10.8784498 9.2356823 9.8683647 9.7763458 11.8173002 9.4298823 9.9924953 9.7671362 7.8148439 1.9657658 8.1198692 11.2473731 10.0040975 0.9657658 6.7912697 11.5045175 8.8422913 11.0780276 8.7197071 10.0910032 10.9956530 7.5377977 -0.8416630 0.4803685 9.9917048 7.0318638 10.3482438 9.7363201 8.5432032 11.2893116 6.0039103 10.7468833 9.2034963 8.0577762 10.4501656 3.7433857 5.0163983 9.5667490 NA 7.1890862 4.3482466 3.9041950 3.6502706 3.3678742 10.1755757 6.9657739 7.9216315 11.3638186 6.7721351 1.3283195 6.2405681 10.9495822 10.6429905 11.4520347 11.1392729 11.6209216 10.2992491 7.8076756 8.8117212 6.1887550 10.6255153 12.2244244 9.7795554 11.2148876 -0.2567005 -1.8416630 10.1587715 9.3550213 9.2734630 10.7936839 9.7177964 7.8004709 13.2844784 13.6546489 1.4803685 11.3594711 7.6821378 13.0663427 10.3305342 NA 1.1584017 NA 7.6898009 NA 10.2279026 8.0577762 10.0517208 9.7091660 12.5132885 9.0979984 8.9903440 6.1067859 -0.2567005 10.5542211 0.9657658 2.2458911 9.6557722 9.7315931 7.5992888 4.7731313 7.9266038 11.3245824 10.0828606 9.7731291 10.7497079 9.4142091 9.4982692 11.5228276 5.8066695 8.2338986 8.4310492 10.3389502 -0.016292 -0.016292 0.045849 -0.016429 0.442570 0.017963 -0.016979 0.019363 0.000000 3.656900 -0.016841 -0.017073 -0.016292 -0.016292 -0.016292 -0.384030 -0.393300 -0.387610 -0.390180 -0.390180 -0.374590 -0.016429 -0.015879 -0.016979 -0.067190 -0.067190 0.019363 0.040044 -0.023018 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.165 0.165 0.000 0.000 0.000 0.000 -0.388 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.165 0.165 0.000 0.000 0.000 0.000 -0.388 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.014066 11.502854 10.836359 10.296051 9.911218 11.220465 4.425204 2.965766 8.050203 5.348243 13.714566 9.096933 9.104595 9.576588 8.168122 8.330847 11.210478 7.205543 10.448726 10.573897 8.426376 8.606515 10.213051 7.754609 7.406347 10.923084 12.837239 10.985563 10.415218 -1.841663 8.723521 7.229882 9.651774 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 1559 kidney stage i t1b nx m0 male 2006 1559 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 1 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.317851e-06 3.814831e-07 -0.7018109 11.5151266 9.7489249 10.2367061 7.5650160 2.2051110 10.0141911 9.0252476 -1.7018109 1.8479168 5.3856933 8.4905220 9.4498799 7.8198297 11.8507782 10.3139927 12.1093028 11.2317355 11.9333804 5.5556168 9.2918752 10.0910194 8.7150268 8.1405793 6.9492805 9.5772592 12.5437076 6.2812235 -1.7018109 9.9657843 9.8489759 2.8831907 5.5556168 9.1390072 9.7935846 -0.7018109 11.2252664 9.4197626 9.7805329 10.6656440 11.4942165 -0.7018109 10.1953183 4.1562105 11.0075284 10.6816635 9.2043682 -0.7018109 7.8431937 2.9986649 10.0849072 8.9366650 -0.7018109 10.2843769 3.0722259 8.9715384 8.3412564 0.2981891 7.1655080 9.3936262 8.8841305 1.4681662 6.6065681 8.6201571 2.1055775 9.6452969 10.6372441 8.9037087 4.7244920 12.3905676 12.8030482 10.8948848 13.9446191 10.7868225 8.8642834 9.7390984 1.1056110 15.0234889 NA 8.8888163 10.1643490 5.3426223 7.8661853 8.2036162 6.5928502 2.1076544 11.5805937 8.6102726 9.1647355 1.4681662 1.7576634 9.5491197 1.2982477 7.8831919 7.7980751 10.4659609 5.9986694 6.6425254 12.8392048 7.3803779 8.6894728 9.6207207 8.2304437 10.7230831 7.2697728 10.8235053 8.3562209 11.6561935 -1.7018109 5.4479759 13.6948674 9.9719799 NA 11.4776718 7.8217912 9.9156967 5.3205966 8.1884934 7.5101177 11.0810227 9.1476344 4.0795914 9.2193263 9.3876796 0.2981891 8.2156014 8.0697188 8.8480138 11.4304075 10.8298543 12.1261643 9.7955821 9.8281478 9.6133788 10.4806235 8.4279116 1.7576634 1.1056110 10.2422091 9.2193263 9.4812442 10.6221283 9.8948849 5.9917168 14.2717920 9.8958162 13.6590763 9.9055595 9.2897510 9.0606111 5.0261494 6.8257068 11.5111814 10.9495052 11.0545770 6.7576607 11.8038510 11.1635758 8.4831043 10.8193388 11.0783588 2.4681662 9.5533580 3.8217918 -0.7018109 NA NA 9.7234451 10.6743545 9.1429349 8.5270480 9.4513696 4.9706558 8.7065589 8.8518583 5.8129038 11.3001651 10.4242883 8.9429868 11.0259370 11.2504244 9.4966497 10.4116458 10.0320919 11.3628035 9.3330281 10.8239947 9.7385792 10.7070896 2.3856795 8.7709199 11.1497831 10.4684484 4.5836334 8.3231331 11.6150764 8.5425931 11.3743767 8.3398883 9.8704557 10.8000664 7.2524251 -0.1168484 -0.7018109 8.1405793 7.3589254 10.2654554 9.8144216 8.9934576 10.9593392 5.0531157 10.5363383 9.0201827 7.9147780 10.4352203 1.4681662 5.9202814 8.5882480 -1.7018109 8.5089004 2.4681662 5.2869144 3.3856933 2.3856795 10.2099956 5.6111133 6.1184075 9.8114633 6.8382799 -1.7018109 4.2289649 10.7815411 10.5327473 11.8434350 11.2792612 10.9280411 10.8244839 8.6579786 9.1499704 7.1000347 10.0930512 11.0570770 9.7281590 11.5657474 -1.7018109 1.7576634 9.9737453 9.9772693 8.7065589 10.6037665 9.4242883 7.3803779 14.0534036 14.5481204 3.2982331 10.8149141 7.3816286 13.1727303 9.8831917 -1.7018109 -0.1168484 -1.7018109 7.9348538 NA 10.6136788 8.5567953 9.4300862 9.8094876 11.1051815 8.5567953 9.4509260 2.4681662 NA 11.0877628 1.6201641 1.9986649 9.7017739 9.4750257 7.2697728 6.9055591 8.2289663 11.3462051 9.7830521 9.9746271 11.3825393 10.2873611 7.5696923 10.7925848 5.0992573 8.3122495 8.6291460 10.2043682 0.0056919 0.0056919 0.0231450 -0.3482400 0.3898200 0.3747900 -0.3665000 0.0041632 0.0027745 0.0027745 0.0027745 0.0027745 -0.4374500 0.0056919 0.0056919 0.3356100 -0.4276700 -0.4075700 -0.4075700 -0.4075700 -0.4075700 -0.3482400 -0.0254830 -0.3989100 0.0000000 0.0000000 -0.0102320 -0.0099565 -0.4025200 0.000 0.000 0.000 0.000 0.346 0.346 0.000 -0.403 0.000 0.318 0.318 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.356 0.356 -0.370 0.319 0.327 0.327 -0.384 0.000 -0.348 -0.348 0.390 0.390 0.000 0.000 0.375 0.375 -0.399 -0.399 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.346 0.346 0.000 -0.403 0.000 0.318 0.318 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.356 0.356 -0.370 0.319 0.327 0.327 -0.384 0.000 -0.348 -0.348 0.390 0.390 0.000 0.000 0.375 0.375 -0.399 -0.399 0.000 0.000 0.000 0.000 9.917991 12.020930 13.438899 10.571151 9.283359 11.875186 6.026149 3.105578 8.073016 5.156211 11.960452 8.039915 9.581318 6.938727 8.437243 8.341256 10.975288 6.565015 10.829123 9.532448 8.361624 9.340053 9.860328 7.483105 7.657979 11.357066 13.435260 10.340573 10.490522 -1.701811 8.729727 7.974186 10.077948 9.488054 11.806767 8.679772 9.592850 7.629146 9.484962 7.264014 8.653580 9.430086 6.168594 5.646958 8.288333 9.857606 13.164011 10.065172 12.991444 6.805271 8.692692 11.051655 15.450851 11.521477 13.734485 10.877781 1.105611 10.562085 9.938022 10.728420 9.073016 8.942987 9.834962 9.664551 10.890453 11.133095 5.773962 4.773965 14.438436 11.190962 9.238543 6.026149 9.819830 -1.701811 11.660584 NA 12.540212 11.417944 10.794584 10.5494157 10.0910194 6.1120099 7.7012413 8.6969727 8.7880772 6.9951962 12.5659105 2.2982184 14.3090851 12.6350844 8.3949445 9.4059562 9.8198296 4.6905456 -0.7018109 8.9221107 7.6601728 9.3426232 9.9307382 10.6913515 11.9420854 10.2274876 1.6201641 9.4954459 7.8373883 9.2747933 10.9002320 10.2141085 2.9986649 10.5210240 8.1915306 8.2289663 9.1429349 4.2289649 11.1497831 11.1435232 NA 12.6646880 12.3219835 10.1934258 10.4352203 7.6313844 10.2039922 10.8763660 11.2962572 10.7456973 TCGA-CJ-4904 60 0 NA 3302 kidney stage iv t3a n0 m1 female 2006 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.005728e-06 3.121225e-07 -1.94674962 10.42422057 8.92950550 10.67412463 6.79782232 7.98224694 9.81951747 7.43589357 -0.94702773 -0.67807191 3.05298966 8.07118881 10.33085706 5.57654935 12.02901554 11.02489122 9.73905132 10.86215372 11.65080826 0.37495600 10.16738151 10.03776300 7.96438073 7.93257147 7.18193639 9.25020508 10.25725394 5.86034458 NA 9.84415133 9.43074127 3.18227913 3.80788038 8.30801723 9.47557902 -1.94674962 10.89041933 10.60493706 2.91096286 10.37745034 10.86797142 NA 9.07466251 6.18227119 10.40365151 11.61260458 8.72718088 -1.94674962 7.68416582 2.05297227 9.86275667 7.73948900 -1.94674962 10.39423770 0.86036693 8.97259674 7.91562606 0.37495600 6.11368383 10.02345386 8.01299040 -0.94702773 6.48761658 8.97259674 1.22292818 9.60229188 8.88666933 10.04486456 6.86676954 11.44153997 9.93103944 11.66620243 13.52682105 11.41602811 8.65290125 10.51190769 2.86034706 15.44170374 NA 8.56868845 10.84415141 4.73949170 7.40392807 7.42149515 6.72894495 1.05297227 11.47084100 6.53430288 2.37492818 NA 6.56078373 9.57065779 5.44530625 8.84902815 8.05016808 10.47794208 7.24774527 7.39728444 12.94211214 7.92489384 9.10419747 10.66216722 5.65290232 10.61923518 7.18741443 11.72287006 8.18484560 11.21301744 NA 1.37490037 14.76794498 9.57948773 0.05297227 11.86325885 6.92643240 9.31567060 5.76723369 8.59214716 7.98962667 11.42734878 7.39728444 4.11907392 9.20082947 9.16085945 -0.94702773 8.72718088 8.41273792 9.89573174 10.03062617 10.41109019 11.78256992 9.82736382 10.54634360 9.58826396 10.52517164 8.27027991 1.22292818 0.05297227 9.86396167 8.69323359 8.98741666 10.29407791 10.26274650 -1.94674962 13.63968170 2.95988141 11.96643894 9.73334807 9.81744547 8.84983917 3.60757888 5.80118194 11.28540939 11.18741480 9.38166342 7.70224473 11.89525926 11.12880189 7.73598310 10.95272305 10.90063311 2.14045148 9.29252134 3.41054463 -0.36197252 NA NA 9.34990462 8.68143416 9.88231489 7.93563182 9.88425219 5.04167229 9.49645017 5.66031828 5.39283945 12.11596215 10.12109494 9.54984222 11.33187347 10.98298652 8.86021451 10.01443815 9.87794727 11.22385245 9.28060446 10.39256021 9.15562048 10.84943372 5.18227119 8.68416546 11.55929606 10.60835648 2.44530294 8.24102071 12.04415601 9.35905022 11.92556720 8.35790999 10.27819598 11.08158530 6.18227119 -1.94674962 -1.94674962 9.68371066 7.57458899 10.54258560 9.69774602 8.11233316 11.20907156 8.11233316 10.51556236 9.17646340 7.36813799 10.42422057 2.22292818 4.24281588 10.39589653 3.09737482 7.40613526 6.50007224 0.05297227 4.94780640 -0.36197252 10.80850202 6.95083347 6.76379530 10.26578884 5.47833118 -0.94702773 3.26244819 10.90239358 10.46793796 11.31523019 11.45119777 10.02740304 11.24897576 8.14177660 9.26790256 6.06818066 10.69932215 11.47426441 9.87037196 11.73653144 NA -0.94702773 9.95724674 9.08572313 9.02309425 10.99348565 9.49178036 7.18227119 13.95125920 15.29873615 2.05297227 11.78875605 7.94380004 11.96643894 9.74647552 NA -1.94674962 0.86036693 7.15365133 NA 10.12779898 8.70493696 9.18677290 8.76637486 12.51747041 8.15627627 8.85452714 1.95988141 -0.36197252 11.37730967 0.63793478 2.14045148 9.76077898 9.72673927 7.56276368 6.11907807 7.56671623 11.60973400 9.53630045 9.31977507 11.22853806 9.76998359 8.70583349 10.51344436 4.64125122 7.22040638 9.39450728 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 female 2006 1496 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 1 5 1 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.24849e-06 6.589254e-07 -1.7437139 10.5626162 8.9541058 10.4386640 6.9943614 1.9567258 10.0756504 7.0426378 -0.1587514 0.5132886 3.9567072 7.7157012 10.8407624 6.5826990 11.9882250 11.2153660 8.4718028 10.8263625 12.2379261 1.9567258 10.1404401 10.4479458 7.9001260 8.9357497 8.0828181 9.3270615 11.5970933 5.5323949 -1.7437139 10.1814532 9.9846154 3.3437347 4.7955851 8.3196649 9.6757032 0.2562861 10.6113454 10.4117204 4.1142504 10.7033529 10.3357544 -1.7437139 9.4436218 4.4850854 10.7261658 11.1661627 11.0221773 NA 8.0194818 3.1631606 10.2046368 7.7400857 -0.1587514 10.7122312 -0.1587514 8.7491243 7.9480132 -0.7437139 6.1691594 10.1243205 8.8774056 -1.7437139 5.6656600 8.8561824 3.8412284 9.5259808 9.3384186 10.2653985 7.8089384 11.6951511 11.0812284 11.7079959 13.7804134 11.1508980 8.3196649 10.7533730 2.9001229 15.9165859 NA 9.0555512 9.1980509 4.5781960 7.5714189 7.8185119 8.1973175 1.9567258 11.2164526 6.5608265 1.8412486 -1.7437139 4.9286972 9.6624747 5.1631606 8.6432097 7.7033527 10.4411450 7.5370405 7.8728183 12.6915492 7.6204046 8.6656607 11.2900368 7.1266343 9.8386093 7.8783213 10.8374702 7.6950612 10.8758019 NA 4.5416697 15.2593593 9.2162715 -0.1587514 12.5025649 7.5961197 9.6361894 1.5782142 8.3803909 8.0144931 11.6380829 6.6485877 4.5041945 9.4002905 9.3417421 -1.7437139 9.1134731 8.8031641 9.4528717 10.2965594 10.9368490 11.5984902 9.9756584 10.7702439 9.8417016 10.2886597 8.6899595 1.9567258 0.5782142 9.9884370 8.3855527 8.6857811 10.6072088 10.5451357 2.7156957 13.6344290 6.0441711 11.8429921 9.3243761 10.1442518 8.6645995 4.0376282 6.2220530 10.6550133 11.3894118 9.5508903 7.5323941 11.5872817 10.8173188 7.2674965 11.0335249 10.6770194 2.9001229 8.9516283 4.1142504 -0.1587514 -0.7437139 -1.7437139 9.3277320 9.9264833 10.4012465 7.6929809 10.1291869 5.3223572 9.8365282 5.9357497 5.9286948 12.1202622 9.8865367 9.6187614 11.5923577 11.0308508 9.0351680 9.9679366 9.8547874 11.1339372 9.3784505 10.5665984 9.4014630 9.3964603 4.0376282 9.4218048 11.5248116 10.0339236 2.4261842 8.1009283 11.7088970 9.0514977 11.4868906 8.4982529 10.5821372 11.0122004 6.8070161 -0.1587514 NA 9.5617614 7.9198275 11.0113659 9.2285316 8.1080189 11.3110435 9.1676615 10.6326311 8.8965147 7.7541212 10.5711361 4.6656600 4.0891591 11.0786413 3.3437347 9.2924433 4.6313080 3.3437347 4.6992129 3.3006655 10.5148356 8.0652335 7.6783346 10.9338946 5.4689352 0.2562861 3.6485920 11.1625966 10.7704905 11.7915450 11.5237878 10.3726136 11.2969018 7.5160128 10.1541075 6.0379576 11.0455995 12.6319879 9.9251546 11.9805703 NA -0.1587514 9.9475769 9.0400864 8.6940218 11.1430541 9.3958209 7.4559420 14.0351168 15.3234939 2.7798270 11.8014754 7.8152449 11.9864213 10.4330661 -0.7437139 1.7157177 NA 7.1510876 NA 9.9994504 9.1350869 9.3582453 8.7033527 12.8140923 8.2263756 8.9116661 2.5041882 NA 11.4560953 NA 3.3006655 9.2723816 9.9977365 8.0144931 4.8412335 8.1465341 11.5673083 10.0466181 9.9692265 10.8824350 9.9082182 9.4436218 11.4757407 4.9720263 7.7541212 8.9488852 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 4 4 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.699334e-06 5.202042e-07 -1.67116354 11.34846338 9.29121952 10.36625019 7.93637646 5.01554663 9.83386540 8.92940548 NA 1.16291896 4.49897203 8.59231575 10.29987128 7.18079533 12.01795231 10.79716128 9.79205982 10.94099330 12.03952998 3.13640469 9.50272362 10.40285325 7.73418799 8.97560497 9.25014348 9.27082768 12.96494188 5.01554663 NA 10.00412129 9.90505826 5.38432961 4.80494154 8.80173713 9.57102960 0.32906617 11.07723926 10.08393387 9.69318096 10.44246304 10.81688645 -0.67093383 10.02253330 6.78437311 10.40753078 11.00390071 9.68164164 NA 8.13801063 2.32903746 10.11939483 8.07388020 NA 10.40249516 2.32544398 9.18935734 8.06713853 -0.08604789 7.16193604 9.61964135 8.96294978 -0.08604789 6.51392178 9.30489430 1.13638828 9.61502650 9.78745303 10.05824221 6.76367449 11.69559536 11.60225922 11.42444341 13.61773226 10.86868993 8.70177013 10.22462168 2.49896565 15.74853755 NA 8.75949909 10.45057990 4.97290399 7.77406092 7.53117011 8.81185439 2.13638828 11.31631039 8.58325994 11.98837339 0.65094833 2.32903746 9.75478681 4.97290399 8.67000928 7.87014275 10.27119431 7.22991280 7.44539068 12.95452695 7.43233394 8.52871860 11.10876574 7.53606067 10.63967055 9.32622588 10.88579191 8.03640552 11.37121873 NA 4.21168976 14.89799707 10.19323248 -0.08604789 11.32728423 7.87014275 9.79461276 3.97290399 8.53849975 7.96929154 10.97807798 7.29483025 4.47879065 9.37207365 9.33607357 NA 8.23443330 8.66443662 9.32693142 10.40886447 10.58318923 11.69625091 9.96385743 10.65041086 9.91353915 10.32939856 8.54518613 5.05696496 2.32903746 10.33361806 8.66778287 8.85750053 10.64022704 10.35971355 4.73843819 13.76064193 7.66443662 12.40669663 9.23593691 9.89319594 9.11040605 4.32904464 6.52871821 11.14583008 11.42262901 9.98233937 6.94007159 11.44067112 10.81412099 7.96204170 9.57993701 10.79001414 3.88363059 8.87732892 5.62366790 2.65097130 NA NA 9.07303935 9.87207814 10.16628010 7.78642712 9.77352299 6.68219263 8.46603770 7.34585495 6.31204068 11.71746737 9.58171184 9.48954815 11.63425315 10.84005773 9.03886249 10.23968910 9.97425454 11.76145778 9.22007065 10.20556333 9.68157541 10.61589287 4.30632787 9.16825015 11.26015324 9.12489132 -1.67116354 7.59151711 11.68164164 8.74795328 11.57652894 4.83684315 10.23104461 10.99992392 7.22689189 -0.08604789 -0.67093383 10.04843524 7.83287230 10.61473754 9.42246387 8.57222045 10.95041147 6.63282657 10.79559708 8.91306921 8.03467903 10.55395245 3.88363059 4.41650875 10.24716420 NA 9.06713853 2.65097130 4.88363548 4.23593380 3.88363059 10.71058932 6.54336596 7.44018232 10.69411391 5.42707981 1.13638828 5.01554663 11.06544831 10.58761243 11.49285327 11.09578231 10.90954054 11.05717947 8.73631432 10.02978953 6.25154111 10.84646973 11.95965480 9.77354360 12.04575871 -1.67116354 -0.08604789 10.15837275 9.38432875 8.76575783 10.89557619 9.24343155 7.97650455 13.69847335 14.34846338 4.13640469 11.67722126 8.20663736 12.97633616 10.38906673 -0.67093383 -0.08604789 -0.67093383 7.19323260 4.65097704 11.12631071 9.06290907 9.29555177 8.90647516 12.37113322 8.00852667 9.10975023 3.41651550 -0.08604789 11.15082036 2.72137266 3.49896565 9.65097453 9.49834502 7.84277397 5.17453825 7.89890184 11.42592622 9.91306936 10.05951657 11.20748056 9.88651006 10.01291822 11.14762857 5.25860184 8.02253316 8.69755283 9.75111119 -0.13458 -0.13458 0.15427 -0.14335 0.68552 0.13435 -0.13807 -0.14643 0.00636 0.00000 0.00000 0.00000 -0.13458 -0.13458 -0.13458 0.12827 -0.43246 -0.43246 0.15427 0.15427 0.15427 -0.14335 -0.14091 -0.13770 -0.12914 -0.12914 -0.14643 0.15382 -0.13858 -0.146 -0.146 0.142 0.142 0.137 0.137 0.154 -0.139 -0.130 0.144 0.144 0.143 0.143 -0.110 -0.110 0.124 0.124 -0.135 -0.135 0.139 0.139 -0.423 0.154 0.136 0.136 -0.432 -0.278 -0.138 -0.138 0.686 0.686 -0.141 -0.141 0.136 0.136 -0.138 -0.138 -0.129 -0.129 0.000 0.000 -0.146 -0.146 0.142 0.142 0.137 0.137 0.154 -0.139 -0.130 0.144 0.144 0.143 0.143 -0.110 -0.110 0.124 0.124 -0.135 -0.135 0.139 0.139 -0.423 0.154 0.136 0.136 -0.432 -0.278 -0.138 -0.138 0.686 0.686 -0.141 -0.141 0.136 0.136 -0.138 -0.138 -0.129 -0.129 0.000 0.000 10.998594 11.647730 12.815819 10.210925 10.315244 11.982787 6.241935 2.329037 7.486393 3.083928 13.265730 8.485800 9.298433 7.899983 8.329173 8.935451 12.083308 7.116949 11.335723 10.080591 8.562666 8.457891 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 5 1 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 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 7.282859e-07 2.42762e-07 NA 10.5181865 9.0676258 10.0108773 8.2148393 7.4467715 10.3453555 8.9229958 -1.7055704 1.7072597 4.9669103 8.0376381 11.3022146 8.1540211 12.0656664 11.3939987 9.2281770 11.0787124 12.1698519 3.8490785 10.5615658 10.5343833 8.3646074 9.0325786 8.7742669 9.1234163 12.6802411 6.2544882 -1.7055704 10.3078092 10.0100196 3.6164165 5.3498783 8.1477961 9.5618584 1.7539040 11.1917647 10.4762600 8.3806225 10.3746377 10.5433035 NA 9.6152870 7.0359538 10.2562979 11.4435985 10.9399198 -1.7055704 8.1633090 3.2013829 10.1713871 7.9966593 NA 10.4727063 1.5454248 8.3001109 8.2103660 -1.7055704 5.9526970 10.2486828 9.2118586 -0.7055704 6.5982669 9.0651503 1.1018517 9.4036642 10.2920188 9.7054677 7.9274817 11.5523443 12.4398614 11.7135249 13.5086158 11.0294077 8.4997909 10.9871020 1.6164048 15.3822808 NA 8.9757250 8.9229319 5.3819478 7.6141584 7.5682822 8.5400393 3.1878469 11.3022146 9.0630183 -0.7055704 2.2013829 5.3497686 9.7767903 5.2252248 8.6254035 8.1162603 10.1090689 7.2252238 7.6932305 12.9511348 7.7059972 8.8268424 10.3119909 6.7742665 10.4828373 8.2916662 10.8742738 7.7742665 10.7400187 -1.7055704 7.9844845 14.7148909 9.3272210 -0.7055704 11.0576988 8.1710036 10.1226230 6.0758471 7.4289129 8.0742057 11.2368177 7.5959825 4.4237664 9.2902537 9.1384075 -1.7055704 7.9526982 9.0945776 9.8253805 10.2566595 9.8733309 11.5943541 10.0696853 11.0522931 9.8399336 10.3625930 9.3664180 3.6164165 1.4644069 9.8399336 8.6953658 9.0027081 10.7940833 10.4656633 4.9526970 13.4683588 7.9437426 10.7810702 9.6022564 9.5251075 8.4606496 5.0493737 6.6432140 11.1194452 11.1658142 9.7666695 7.7291149 11.5233698 10.7170769 8.2973015 10.0535424 10.9181394 2.9383423 8.8399627 4.1018433 1.9949417 -0.1206079 -1.7055704 9.8813263 9.8780394 10.1983683 8.0224072 10.1265735 6.2013771 9.4114803 8.2192992 6.9273003 12.1610893 9.4581361 9.5154694 11.2590078 10.8605405 8.8500246 10.0439369 9.8888111 11.0817769 9.2831713 10.1663917 9.4824571 9.1778934 4.9526970 8.6164147 11.3721367 8.9957929 7.1210351 7.3499314 11.7605629 8.9526979 11.5360228 8.5821988 10.3951488 10.9766033 7.3713018 -0.7055704 -0.7055704 9.9774811 7.9598223 10.7128662 9.5483339 8.2973015 11.4137519 8.3140770 10.5515148 8.9365381 7.3632648 10.6673515 3.8794509 5.0224078 10.5839290 -1.7055704 7.6254035 4.6520390 6.4233580 4.3388808 2.7539254 10.6155690 7.8101860 7.4340377 10.7680198 6.9406848 0.2944296 5.9165387 11.1477961 10.6135941 11.6542361 11.3551824 11.7141834 10.6287597 7.8509925 9.1937981 6.0382430 10.9787968 12.5548180 9.7958260 11.5243567 -1.7055704 0.2944296 10.0766657 9.5130497 8.8878777 10.9662487 9.4295545 7.3951485 14.0319715 14.6584672 5.1893027 11.4518334 7.2031189 12.1113702 10.2831711 -0.7055704 0.6164518 -1.7055704 7.6932305 -1.7055704 10.3895538 9.0095904 9.9401449 9.3879040 12.5810443 8.9704436 8.6869543 5.2602704 0.2944296 11.0072284 -0.7055704 1.2944884 9.3327196 9.7863396 8.0807562 5.5136550 7.9526982 11.3334055 9.9686787 9.9101161 10.9940589 10.0979274 9.8002981 11.5327419 5.6715227 8.1663916 8.8700256 9.8874106 0.00000000 0.00000000 0.00277520 -0.00874810 0.49421000 -0.00465950 0.01500200 -0.00773300 -0.03307600 -0.00254060 -0.00450140 -0.00450140 0.01031500 0.01031500 0.00000000 0.00785930 -0.53913000 -0.49582000 -0.49582000 0.01486200 0.00358110 -0.00874810 -0.00099661 0.00945350 -0.11197000 -0.11197000 -0.00044229 -0.00265860 -0.10673000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.107 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.496 0.000 0.000 0.000 0.000 0.478 0.000 0.000 0.000 0.000 0.000 0.000 -0.112 -0.112 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.107 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.496 0.000 0.000 0.000 0.000 0.478 0.000 0.000 0.000 0.000 0.000 0.000 -0.112 -0.112 0.000 0.000 11.221709 11.259910 7.658621 10.337514 11.011949 11.579600 5.248683 2.464407 8.037638 4.177128 13.632213 8.809082 7.940145 8.893674 8.315772 8.951805 11.500585 7.743635 10.867897 10.590829 8.636561 8.977042 9.298946 8.237001 7.330660 10.789592 13.841833 11.522554 10.544785 -1.705570 8.791340 7.987973 10.335461 9.838968 11.930771 10.113468 9.924298 8.334776 10.241758 7.405622 7.039320 9.299409 5.786340 6.300111 10.380291 9.578732 13.427870 10.255212 11.936312 7.132745 10.130931 11.637533 14.915165 11.873449 13.646461 11.238283 1.616405 10.984048 9.802776 10.685730 9.239930 9.515469 9.164851 10.020705 10.324464 11.567699 6.499058 5.952697 13.768950 10.576996 9.589681 6.770220 8.880388 NA 11.385757 -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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 2 3 3 2 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 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 2.011456e-06 7.629662e-07 NA 10.9874636 9.7065197 9.1331859 7.6045162 10.4620464 10.4764076 6.8018609 -0.7661119 1.6178627 6.5284494 8.3052911 9.9836984 8.5625038 11.4626476 10.8466974 11.3348197 10.9807630 12.6992678 6.1286460 9.5433052 10.7326781 8.0282448 8.5076246 7.5789681 9.2196710 14.6731404 6.8558813 NA 10.6110395 10.4548118 3.5557548 5.3215024 8.9027140 9.0460061 1.2338267 9.8567959 8.8522146 11.7799999 10.6218462 9.7564104 0.2338881 9.3566569 3.4817510 10.5064587 11.6397681 9.7366607 0.8187688 8.0667189 3.3212932 10.2139685 7.8448539 NA 10.3481959 1.1135672 8.6110396 7.3682550 2.9342712 7.8485391 9.1195253 9.3592424 5.9342688 6.7495289 9.2795885 4.7884195 9.7115871 11.6234602 7.9786630 4.7573913 11.5701235 12.2368197 10.0184638 13.8996089 10.5897305 9.6357751 9.8866739 2.9342712 15.9198780 -0.7661119 7.7922495 9.0871385 5.4626479 8.3579500 8.3292259 6.0540084 3.7573860 11.2534196 10.2953148 5.7573913 3.3212932 -0.7661119 10.0258058 0.2338881 8.6153718 8.5284498 9.9000529 4.1407214 6.5376098 13.3527700 6.7014340 8.4793818 8.8722649 9.3797611 10.3275436 8.2281823 10.4770029 9.3579502 11.9653601 NA 9.2534197 13.7695903 9.2782229 NA 11.5014934 8.4012469 11.0512123 5.2782227 8.4087547 8.0314906 11.4065689 8.3186373 3.8776854 8.3318610 8.4310454 NA 8.6110396 8.3835760 9.2836774 10.3166432 10.8187914 11.5011072 9.1057341 10.3899120 9.5145997 9.7700761 10.0253989 2.2338267 -0.7661119 9.9549281 8.9719211 8.1766953 10.5753477 9.6389704 3.4817510 14.4941604 11.0765721 10.7826508 10.3046207 8.5869756 9.9710762 2.8187892 6.7960708 10.4554160 10.3937002 10.5318915 5.0411860 10.7687834 11.1887522 8.0053186 8.2139684 11.0310851 2.0411729 9.7425447 4.1880290 2.6932528 NA NA 11.4156024 11.9277514 8.8318814 8.7613059 10.4533241 5.2782227 9.5261506 5.3835764 6.5006157 11.8754291 9.3962203 8.3682554 10.4396222 11.9517195 9.5212528 10.7090557 9.8902538 12.3425167 8.7729878 9.2338289 10.1041937 9.4298162 2.4037585 7.5330369 10.7778273 12.7919064 4.9342664 7.4541109 10.4994439 8.5353252 10.5512415 8.1286465 9.8281535 11.1038083 9.3682552 -0.7661119 -0.7661119 7.6684574 5.8337427 9.0871385 10.2992450 8.6453400 11.2189593 6.9820216 10.9788225 8.8244159 7.0217318 10.4106254 -0.7661119 5.7095636 8.4359527 -0.7661119 5.7573913 3.3212932 6.6159768 5.0667178 0.2338881 9.6485142 6.4626479 6.4529973 10.0151887 7.9767445 -0.7661119 4.8485378 11.1883887 10.4746203 12.0775537 11.0077923 13.5059484 9.5658654 6.9062545 9.7197085 6.9781247 10.0200985 10.8480786 9.4959238 10.9748745 -0.7661119 NA 10.0611716 9.2631161 10.3410460 10.0419887 9.4590363 7.2338286 12.6713209 13.2094082 5.1645651 11.6269512 6.7655228 12.0736232 10.1712027 NA 0.2338881 2.6932528 7.7014347 -0.7661119 10.5541105 6.9953805 9.0492123 10.5630647 11.3517966 8.3026074 9.0659118 4.7573913 3.4037585 10.0371528 4.1880290 2.8187892 10.1916565 9.0793189 7.1763437 9.5902809 8.4187044 10.9714988 9.0298686 10.9604728 10.5461447 9.7636401 10.4292012 11.4239622 4.5192337 7.7652105 7.7136092 12.0196900 0.0000000 0.0000000 -0.0562790 -0.0562790 0.5725900 -0.3001300 1.1734000 -0.0077192 0.0576830 0.0576830 0.0576830 0.0576830 0.0000000 0.0000000 0.0000000 0.0639690 -0.1144600 -0.0311580 -0.0311580 -0.0562790 -0.0562790 -0.0562790 -0.0355560 -0.6761700 -0.6809500 -0.6657900 -0.0119590 0.5587400 -0.6490100 0.000 0.000 0.000 0.000 0.565 0.565 0.559 -0.649 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.556 0.556 0.000 0.000 0.271 -0.300 -0.676 0.470 -0.666 -0.666 0.000 0.000 0.000 0.000 0.000 0.000 0.565 0.565 0.559 -0.649 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.556 0.556 0.000 0.000 0.271 -0.300 -0.676 0.470 -0.666 -0.666 0.000 0.000 10.160125 12.451484 10.933401 10.600151 8.651681 12.201596 6.164567 2.403759 8.681594 5.015190 12.705250 8.970062 11.383576 9.512441 7.747991 7.491217 10.531891 6.140719 9.961749 8.909786 7.591381 8.630027 10.018946 7.378487 7.352770 12.035133 12.872717 10.4031276 10.2225136 NA 7.4285855 6.4817558 9.4493618 11.5772922 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 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 1.317851e-06 3.814831e-07 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 female 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 2 2 4 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 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 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 7 0 0 0 0 1.17913e-06 3.814831e-07 NA 10.57935158 9.60469925 9.81779271 8.29196540 5.19896162 10.12238593 7.89757443 -1.54245824 2.59007500 5.52358391 8.75784700 9.80511572 9.07312399 12.00535279 10.14749229 9.37113170 11.16463772 11.99058063 5.53431067 10.49194937 10.14443252 9.72545130 9.04620892 7.08320273 9.11302507 12.93702197 7.08685063 -0.54245824 10.29827225 10.22691897 4.64732027 5.74298978 9.16226241 9.84712564 -0.54245824 12.00751954 9.33170723 7.15446169 10.32708810 12.34747349 -0.54245824 8.68631282 6.89212262 10.67029464 10.81119252 8.82818156 -1.54245824 8.25028468 3.94934816 10.87613758 7.85409916 -1.54245824 10.31765794 1.26483665 9.12637925 7.89003623 -0.54245824 6.23885372 9.85784014 8.80289953 2.04246924 7.52627230 9.38970898 0.77938581 9.10044842 11.09841706 10.25839420 3.94934816 10.24958507 12.82995131 10.43834785 13.89865535 11.11235408 8.91692592 10.13256926 2.54495516 15.71314993 NA 8.19727469 9.48470913 5.54495825 7.33093838 7.89212262 5.35231362 2.41910737 11.42183515 8.76241593 4.29038754 0.45754176 0.04250426 9.74000366 2.15794915 8.10495250 8.44191293 10.30689937 5.17173925 7.50461801 13.57534028 7.35533964 8.93828462 9.37486647 7.65961778 10.68901255 7.64978716 10.87561045 8.30924350 11.80926173 -0.54245824 3.66694970 14.05659354 9.53564514 NA 11.66968666 8.67302740 9.87059328 7.84551138 9.25272219 8.13345153 11.56291181 7.41459645 5.44618012 8.87323615 8.81504636 -1.54245824 8.06297381 8.80511572 9.65777986 10.45078659 10.05461571 11.91063115 9.06944117 10.67029464 9.66694774 10.40732099 9.00601773 2.15794915 0.04250426 9.98448255 9.36588694 9.19643098 10.28840563 9.76469514 7.60215249 13.88221829 9.37561205 12.65148159 9.49298076 8.90870545 9.43334236 5.42327898 6.82818219 9.22236577 10.63304389 9.63864660 6.86688573 11.42423585 10.97319416 10.41568452 8.13168671 10.86794564 2.77942783 9.52324692 2.62742007 2.98104890 0.04250426 -1.54245824 9.88585451 11.03963625 9.17773844 8.32477326 10.12839832 5.73361736 9.07863038 5.65716551 5.68919571 11.76597553 9.71841386 8.50598102 10.86529313 11.17538488 9.32520537 10.47951524 10.01112352 11.66983868 9.20987490 10.31547532 9.57383821 10.71370295 2.36437632 8.03492328 10.79984677 9.01147859 5.84119824 8.10664250 11.45608474 8.29984450 11.06944124 6.70066859 9.98887580 11.05065195 6.86263612 0.45754176 0.45754176 8.37784735 7.17174025 10.27367801 10.13301040 8.24212896 10.62240119 7.88166034 10.68285838 9.15880077 7.60469925 10.16657813 1.77942783 4.47986432 8.61736571 3.41168385 7.00438903 0.04250426 3.77941733 3.58677675 1.77942783 10.46311889 6.55025118 6.81064104 10.28165745 6.59847687 NA 4.88375765 10.91076496 10.47499873 11.67363384 11.66374559 11.44315838 10.65163556 8.33707772 9.14661882 6.85272799 10.36663739 11.54711027 9.97220842 11.62397127 -0.54245824 0.45754176 10.15880077 9.24294685 9.31625234 10.29433367 9.80068008 8.20736384 12.19209807 14.28453922 1.45748923 10.22029162 7.80425172 12.50137600 10.13124504 NA -1.54245824 2.36437632 7.87112224 NA 11.28741521 7.74520640 9.58484377 9.94432934 11.18456384 8.71841369 9.12499623 4.56601749 0.04250426 10.55585545 2.15794915 3.21238257 9.67605756 9.49572734 7.62240110 4.50189131 7.74751295 11.36043462 9.58290783 9.46872158 11.31450332 9.80028565 7.18541464 10.29314997 4.83583315 8.02924691 8.77490695 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 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 5 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 2.046137e-06 5.548845e-07 -1.2729944 10.6262887 8.8536361 10.0844838 8.3815676 4.5342858 9.6225071 9.9518560 -1.2729944 1.0108514 3.8562188 8.3581087 10.6003759 6.4480304 12.3579951 11.4692412 8.0756599 10.7720088 12.2293907 1.3119099 10.0992527 10.4463205 8.5294481 9.1106360 7.8295376 8.9253767 12.5943070 4.6576686 -0.2729944 10.2509837 9.8645633 4.3993557 4.3710779 9.9948888 9.5415143 2.3118809 11.5031591 9.8600740 5.3993557 10.7716674 11.2232862 NA 9.8880636 4.3707850 10.6247772 11.3875963 11.0775948 -1.2729944 8.2247836 5.1363227 10.5054196 7.6338221 7.6930332 10.5302274 1.2226191 8.9381508 7.8842786 1.3119099 6.8302198 10.1068516 9.0734454 1.7269184 5.9748597 9.3842502 5.0844853 9.7056422 9.3370338 10.5751635 7.3231214 11.3680465 14.0563778 11.7442622 13.7487793 11.1336683 8.8690389 10.7852618 1.7269184 15.1755966 NA 8.7862762 9.3434807 4.7492983 7.4818196 7.5818001 9.1832863 1.8211796 11.1513605 7.9287126 12.0631593 3.1192566 1.0488639 9.3608352 2.3118809 8.5213476 8.1552918 9.8243055 8.0146443 7.5724221 12.3962598 7.8302198 8.9339461 10.7893153 8.1213947 10.1925186 9.4909740 11.0123339 7.7353604 10.8952905 -1.2729944 8.0997970 15.2004788 9.3165829 1.8968531 10.8696770 7.8196886 9.6428111 3.3707920 7.7685906 8.1924980 10.8400227 6.6869333 5.3268429 9.4368770 9.3635564 0.7269184 8.2026650 9.0018923 9.6554500 10.6822184 10.1336682 12.1603164 9.6927161 10.9989783 10.0347017 10.5574469 8.7404777 4.0844810 0.3118518 10.0352708 8.7198700 8.7341975 10.4847384 10.2709302 4.1192483 14.0575686 4.5342858 9.9290555 9.5431154 9.7842466 8.6232641 4.2504917 6.6398211 10.5821896 11.3370338 9.8766789 7.5115669 11.5092891 10.6811281 9.0375445 9.9369943 10.4304028 3.1863579 8.8607803 6.6217501 4.3993557 -0.2729944 NA 9.6003759 9.7444361 10.2177826 7.4308355 10.1520323 5.6811288 9.5326756 6.4204184 7.5692822 11.9903477 8.3958169 9.4360156 11.1426736 10.9436776 9.2197864 10.0795271 9.8722272 11.0959837 9.4437513 10.3347244 9.1320732 7.8275942 3.9363835 9.2267778 11.6431845 12.2205133 4.2187812 7.0271010 11.2755129 8.5502989 11.5362980 8.4934608 10.3282382 10.9825505 7.5598214 2.3118809 -1.2729944 9.0578485 7.6428113 10.7042117 9.6977566 8.0578488 11.0891496 6.5911184 10.4218120 9.0578485 7.9241486 10.4747051 4.0123363 3.7713257 10.4876517 NA 7.0623225 6.9748597 2.6338264 3.8143966 2.8968531 10.4416066 7.9290554 7.4616415 10.9742482 6.4411780 NA 4.5849144 11.0482962 10.4671342 11.3544657 11.2492681 10.7461749 9.8529909 8.1904563 8.8903424 6.4125207 11.5035704 12.7330825 9.7070713 11.2781594 -1.2729944 0.3118518 10.1781428 8.6187155 9.1678010 11.2147718 9.2641500 7.7013467 14.1729812 14.5921576 2.0488639 11.3712387 7.8668159 12.0039285 10.7631054 NA 2.3118809 -1.2729944 7.3743901 -1.2729944 9.8568587 8.9043513 9.6650411 8.9497266 12.5963328 9.0386801 8.9808382 2.8143864 0.7269184 10.8406739 4.8143966 2.6338264 9.4531498 9.6480289 7.9142841 7.4818196 8.2504936 11.3567437 9.9118071 9.7651649 11.4325641 9.9357757 8.7603547 11.4050917 5.2750592 7.9629457 8.9629460 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 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 3 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 3.64143e-06 8.67007e-07 NA 10.33174630 9.10033697 9.82389900 8.36976440 1.59029062 10.43934928 7.97888717 -1.21692057 0.05199847 5.64090430 8.65328900 10.13992656 8.25053008 11.83973147 10.65020314 8.86107512 11.12026477 12.60010797 5.42678135 9.38004584 10.27627949 8.05205120 8.84766719 7.41592003 9.05088148 13.74229250 6.27477788 NA 10.46240452 10.02847716 4.48336436 5.57734121 8.53111746 9.59830769 3.59027864 11.11747707 9.91285132 6.61581500 10.88161453 10.14102616 -0.21708826 10.41000225 3.03084808 10.58866826 11.11300097 10.14651165 -1.21692057 8.66709486 3.36788822 10.34802655 7.74292647 0.78291174 10.51666427 1.68014429 8.67622579 7.69581360 3.53781788 6.55771182 10.00209292 8.40314414 1.59029062 6.09580841 9.41045835 0.78291174 9.21023737 10.11831482 11.77586275 6.68981492 11.76690134 15.32296162 11.13965149 13.90016166 10.88817823 8.95159654 10.24133099 1.59029062 15.94973478 1.36787424 8.58382443 9.75231089 4.99237871 7.13607139 8.00933653 6.83820679 1.78291174 10.94720290 8.40885237 7.74870877 2.59029062 0.78291174 9.68001362 6.14924717 9.70922049 7.58058570 10.42000209 6.31430499 7.18806557 13.27045047 7.73712090 8.36224018 10.45225246 9.37911428 10.97353623 8.38469526 10.49502144 7.81634755 11.08784607 NA 8.92758273 14.58634925 9.59830769 2.87038445 11.44581530 8.45358054 9.91156321 2.78293270 8.70625184 8.05205120 11.70383550 8.12277417 4.76020498 9.43307858 8.68981492 2.95285538 9.34707386 8.63623381 9.48855678 10.15197637 10.10541592 11.77691889 9.67166773 10.83447326 9.60070759 10.02013435 8.84166026 1.36787424 1.36787424 9.66938311 8.53446864 9.15042665 10.49373088 10.10654213 4.76020498 13.56556437 7.34897861 12.08670516 9.13054585 9.47030014 8.57408712 4.10485661 6.65944082 11.58261080 11.15197643 10.31235500 6.41954900 11.77215924 10.70773693 8.30256079 9.41864262 10.80633228 3.24235861 9.20717469 6.98749596 4.03084808 -0.21708826 -0.21708826 9.56017977 9.51593968 9.43756046 7.98993883 9.83098890 6.01174385 9.11384138 5.36788822 7.20498873 12.12971515 9.76805477 9.20393720 11.68095890 12.19972194 8.94667472 9.83413333 10.02013435 11.36788691 9.04736689 10.38840396 9.34325724 7.64711084 3.03084808 8.94405637 10.89829324 11.64773156 9.49545134 8.17386698 11.27728002 8.57571470 10.84395802 8.31235478 10.20709072 11.16419697 8.36224018 2.36787424 -1.21692057 8.89275499 7.65020305 10.36553682 9.87171261 8.62684539 10.61264719 7.22171664 10.76262114 8.80112470 8.15578970 9.99785056 3.42677464 4.89144835 9.75590421 0.36793014 5.71366283 4.59027864 1.55694435 4.36788822 1.10487338 10.40085094 7.50060051 7.16662909 10.89097511 6.65784433 0.78291174 4.84901345 10.88128553 10.33319024 11.77851492 11.10597920 11.40520509 10.71808947 8.15796380 9.69730956 5.82556941 10.96127807 12.12985361 9.89210212 11.52733781 -1.21692057 1.95285538 9.75639220 8.91991566 9.10935403 10.80598564 9.41773545 7.66556758 14.05128366 13.84808808 5.22586873 11.19919419 6.99456954 12.85488949 10.15796380 -0.21708826 -1.21692057 -0.21708826 7.59349570 -0.21708826 10.28633770 8.86640390 9.01654423 9.32788875 11.65636855 8.81634755 9.12766423 3.53781788 1.36787424 11.15306689 1.95285538 2.87038445 9.62212816 9.22897377 8.16446752 6.06832686 8.35467695 11.33415203 9.67622597 9.99906392 10.93171873 9.40432605 7.72250359 11.23465070 4.87272043 8.27877931 8.89144896 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 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.17913e-06 4.855239e-07 -1.3125809 10.9908302 9.2853874 9.5569286 7.9541213 2.0092755 10.3061792 9.5078967 0.6873295 3.7465170 6.1219624 8.0182519 10.0764283 8.6646147 12.2573091 11.0019180 9.1115011 10.8072486 12.6988242 5.6061994 10.5730312 10.1431758 9.3981413 9.3981413 9.1072950 9.0775037 13.8343911 6.9016537 0.6873295 10.3738353 10.2045121 5.0271850 6.1054413 9.1406054 9.9394089 3.6873295 11.7419392 9.1980990 5.9819554 10.9865428 11.4203501 -1.3125809 10.9242459 4.9541218 10.6581597 10.9965269 10.7797616 -0.3125809 8.5607788 3.1467693 11.1726610 7.8319931 -1.3125809 10.3725260 NA 9.1731642 7.9447226 3.6873295 5.6415316 10.2245532 9.8249664 2.1467530 6.7041430 9.8734490 4.1791846 9.3401797 10.4950922 8.6689020 6.6816882 10.6124071 13.4626879 10.7453266 13.9206549 10.8185487 9.5970329 10.2342293 2.5942141 16.2323747 -0.3125809 8.1529013 9.4058677 5.1791886 7.3981408 8.0182519 9.1020200 3.2480490 10.8888462 9.0800601 7.1344181 NA 3.6873295 10.2853873 3.0796512 8.5091087 8.2685355 10.0227251 7.0316312 7.3703291 14.3321487 7.1630680 8.5468698 9.0282976 9.4363661 11.1179311 8.7083149 11.1736671 8.7330943 11.8544393 0.6873295 7.5821525 14.9880627 8.7906225 1.2723219 10.6760196 8.8659998 10.4551055 3.8166202 8.7708142 8.2400037 11.2354342 7.4817510 5.5453167 8.5422031 8.5453159 5.8370829 8.1610407 9.1209203 9.9453119 9.9916861 9.2177411 11.3621273 9.2983596 11.4120619 9.8121024 10.6020936 9.3358452 3.3311893 1.0092755 9.9669455 9.0481820 8.6985620 10.2891056 10.1436892 3.3311893 14.0087345 6.7747976 11.4906587 9.5661521 8.6357022 10.0310758 5.1951310 7.0623743 9.4914659 10.4736045 10.4109958 6.5390843 11.2604968 11.2440803 10.0758904 9.8313557 10.9628774 4.2722995 10.3533546 4.7958604 6.4015810 -1.3125809 -1.3125809 9.6495079 10.4317482 9.3981413 8.3311911 10.6258191 6.7906222 9.1416341 7.1426616 6.3738361 12.2403641 8.7681522 8.2030347 11.1439459 11.3036539 9.7245386 10.5304707 9.9853974 12.2909612 9.4109957 9.2797919 9.2400040 8.8023784 4.4152584 8.1344181 10.4258494 8.7240578 4.4152584 6.4734736 10.9968112 8.1671150 10.6954133 6.2495781 10.1088737 11.3064085 7.7426173 1.6873295 0.6873295 8.8319931 6.8268866 9.8814760 10.0047474 8.2303668 11.3987867 5.9065034 10.9140691 9.3755851 7.7641504 9.9956739 4.2108953 4.6415287 9.0024843 1.0092755 5.7207573 1.6873295 3.5942261 3.8166202 3.4422269 9.6069431 6.3738361 7.4522066 10.7499072 6.8496753 -0.3125809 5.4288023 11.4515844 10.9275299 11.8442080 11.2390431 12.0101080 10.6578003 8.1771828 9.6095476 5.8001389 10.6331445 11.7131665 9.4776834 11.1209202 2.3877761 -1.3125809 10.1856855 8.6269140 9.8814760 11.5071147 10.1141238 8.3057202 13.4118487 13.2797919 2.7747976 10.1390610 7.8487688 11.6938362 10.9467839 1.0092755 1.0092755 -1.3125809 7.5359581 -0.3125809 10.0542962 7.4186538 9.1051872 10.5912167 11.4801251 8.6873347 9.0765252 4.7317263 0.6873295 10.2510077 3.4946844 3.8967853 10.1549404 9.6731767 7.4882346 5.2108953 8.2226104 11.2844562 9.4621219 8.9611304 11.3029644 9.3883900 7.8992234 11.4214093 4.7822041 7.8697289 8.2264936 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 3987 kidney stage i t1a nx m0 male 2004 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 5 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.421892e-06 6.242451e-07 NA 10.3712576 8.9239273 9.9991501 8.4062254 -1.2065619 10.2038081 9.8458162 -1.2065619 2.6750255 4.6007098 8.1509089 10.4586927 7.5415497 12.4652295 11.0819345 8.4006869 10.2746516 12.3410948 2.1167307 10.6047315 10.4881499 9.5015785 10.0752869 6.8966448 9.0982785 14.3138527 4.6760022 -1.2065619 10.2811968 9.8302173 3.7933549 4.4375007 12.1383461 9.9252138 1.7933549 12.2664283 10.0572128 9.5272195 11.3412153 12.0208223 NA 10.6614077 10.7996829 9.9819457 11.3888474 11.9321085 NA 8.6987439 5.5212769 10.7490067 7.5974880 0.3782897 10.0977081 1.3783451 9.3390935 7.7933569 -0.2065619 5.9930289 10.3670039 9.4506752 2.2527790 7.5280665 9.7137096 4.4937946 8.9732660 8.9110000 12.1245537 5.9831806 12.2635784 14.1904297 11.3579827 13.6323144 10.9287455 8.7062460 10.5685555 1.7933549 15.2602776 NA 8.0925648 10.0137351 4.1856763 7.2568814 8.5024404 9.6135357 2.4151096 11.1180999 8.7321864 1.3783451 1.6006979 2.8808226 10.0293710 2.8808226 9.2352635 8.0601431 10.1225925 8.0741275 6.9070986 13.3199171 7.5110331 8.4462016 10.1124644 8.1398706 11.0172740 9.4272602 10.4354085 7.9807091 11.3703134 NA 9.8966445 14.9632426 8.9657843 1.6006979 10.2594333 7.8295306 9.5689671 7.4833547 8.6151308 7.9856496 11.0607287 7.7211347 4.5482455 8.5747165 9.2882123 1.1152996 8.3575063 8.7181691 9.1673095 10.4016116 9.8900720 12.1237079 9.3830078 11.5229775 10.3997620 10.3330003 8.2386823 4.5747192 -1.2065619 9.8363840 8.2217171 8.8554030 10.3378383 10.2080420 4.0787550 13.8515177 7.2404403 7.9018812 9.0764453 9.3100417 9.2311088 5.5348242 6.5212769 10.7877102 10.6637215 9.6798154 7.8240238 11.8822643 10.9834901 10.6729400 10.1963688 10.8601187 3.3169132 8.9368676 1.1152996 0.3782897 -1.2065619 NA 9.7742104 8.0173585 9.8452454 8.0718061 9.8484697 3.2527941 9.2822012 7.4728370 6.5747161 12.0605824 9.2922059 8.8115571 10.7894772 12.0156989 9.1867472 10.2414731 9.9044924 11.2520197 9.4172382 8.6820999 9.3941988 9.0507446 4.3169205 7.9856496 11.0176600 11.0812221 10.2075134 7.7823253 11.3827739 8.1107693 10.9174781 6.8432050 10.0683172 11.1429145 9.0341480 3.1152830 -1.2065619 8.5828905 7.4868439 10.0862535 10.3613128 8.3858137 11.3232753 5.5747161 10.9750215 8.9582636 7.6388471 10.4071462 3.0412780 4.3783174 9.2981758 -0.2065619 6.2445674 3.8808226 5.5212769 3.4372144 3.8377515 10.0227764 6.5280665 7.4190652 11.1484325 6.4978822 -0.2065619 4.1152830 11.2206696 10.8122524 11.7248330 11.0215743 10.9510195 10.2867118 8.0624833 9.1888373 5.8080478 10.5889906 11.9944086 9.5041631 11.0796257 0.7933549 -1.2065619 10.0406910 8.7226153 9.0460222 11.1692107 9.9271412 6.9881132 14.1590641 13.8238084 5.4080664 10.4671076 6.8040252 12.1217512 10.3565531 2.1152996 -0.2065619 NA 7.5812593 -1.2065619 9.8046189 8.3517776 9.3392866 8.8295303 12.3897795 8.6683383 9.2769005 2.1152996 1.1152996 10.6079393 3.4372144 3.6513388 9.6767637 8.9881137 7.2852098 6.4372128 8.3895466 11.1713806 9.8560775 9.0161517 10.5045936 9.9874980 9.0648198 10.9850329 4.8594478 7.2609619 8.5263721 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 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 2 4 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 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 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 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 2.358259e-06 6.936056e-07 NA 11.0692642 9.1504010 10.3840207 8.2134110 0.9279723 9.8773490 8.5976496 NA 1.7408412 4.6649720 8.4278546 9.3088305 6.3874401 12.4523870 10.5204656 11.8466234 10.1979144 11.4124959 2.5129601 10.3160259 10.0555731 9.3901700 8.9559146 5.5718649 8.9742230 12.5422583 5.4927921 NA 10.0641452 9.8218157 3.4305128 4.6649720 8.5204655 9.3514746 0.3430098 12.1902992 8.9687549 10.7603712 10.2424030 12.7084116 -0.6569902 10.0743651 6.4198625 10.3695695 10.2126399 9.2149512 -0.6569902 8.2648868 4.4305061 10.8111610 7.4927929 NA 10.4489546 0.3430098 9.3102724 7.9796704 1.6649834 6.7942573 10.0365330 8.5451699 3.8666113 7.3260393 9.7797576 0.9279723 9.0207658 9.9905045 9.1775172 3.8666113 11.7589436 11.0504052 10.9114772 13.2455154 11.1715793 8.8547986 10.4057668 0.9279723 15.8700954 -0.6569902 7.8468719 10.5254405 4.3430453 7.2619097 7.7439256 5.7353624 2.9037517 11.2892213 8.5655755 2.8024828 1.3430667 1.3430667 9.7093684 0.3430098 8.4851531 8.3847052 10.3238996 5.3654126 6.7005979 14.1682533 7.6330650 8.7693109 9.0295465 7.3317312 10.4748001 8.0434856 11.2965151 8.6238168 11.6792737 NA 4.9280102 14.6483950 9.9503764 -0.6569902 11.9324631 7.8389014 9.3833358 5.9280078 8.8328941 7.7224244 10.6324886 7.6917742 5.2972428 9.0277946 8.8208044 0.9279723 8.4800373 8.8918678 9.8831742 9.8338970 10.4111525 11.7334300 8.6307586 10.9406331 9.6168416 10.5826446 7.9362875 1.9280102 1.3430667 9.5957116 9.0794480 8.5575839 10.3267523 10.1947951 6.3317303 13.5512042 11.7313325 14.8614841 9.5646331 8.7859896 10.2049084 4.6284470 6.8744281 9.2529390 10.4211969 10.4131670 7.5524993 11.2945712 11.0701156 9.3001482 9.5229552 10.6638466 0.3430098 9.8092654 4.2499383 0.3430098 -0.6569902 NA 9.8626823 10.4729730 9.2767367 8.0365330 8.7412981 4.2010300 8.7049899 6.1632250 6.4198625 11.6970199 9.9043340 8.4010378 9.9466724 11.8814775 9.2087794 11.0128170 9.4632840 12.0836701 9.4384430 9.9420290 9.1664134 11.2195630 -0.6569902 7.9090998 10.7651109 6.1128169 2.3430382 7.8133387 11.5992547 7.8705232 11.3922139 8.7417899 9.9157463 10.9270690 7.7224244 0.9279723 NA 7.3030483 7.0225265 9.8298811 11.1636240 9.0260406 10.9764955 6.8187790 10.9066523 9.2439128 8.1853963 10.2536888 0.3430098 4.7693116 8.8626823 1.3430667 7.1632250 2.6649834 3.7939271 3.8666113 0.3430098 10.2491851 5.6468280 6.3088305 9.6502469 5.6341721 -0.6569902 3.3430524 11.1668113 10.2767367 11.2025809 10.9755869 10.9940978 10.6878968 10.0460845 8.8723594 6.7271826 10.5874099 11.2382427 9.8116701 11.7036189 4.2972428 NA 10.1062584 8.0777557 8.7180855 10.5279214 10.1309486 8.2348299 12.8088675 13.9683554 -0.6569902 10.5371873 7.6288181 12.4256941 9.9896048 1.6649834 0.3430098 -0.6569902 7.8547986 3.9280102 10.3894880 7.5476172 8.7396510 9.5154736 11.3612463 8.5054372 9.1270756 2.1503972 NA 10.7169987 3.3430524 2.1503972 9.9081482 9.5029173 7.2678588 6.3317303 8.1211232 11.4678136 9.7608985 8.7901292 11.1346160 9.7406352 7.6739627 9.9147987 4.4553272 6.8666076 8.4225307 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 3936 kidney stage ii t2a nx m0 male 2004 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.595293e-06 6.242451e-07 NA 11.31296722 9.25188617 9.92476679 8.10539994 3.39391038 9.54229714 9.10418829 NA -0.15120182 3.29437078 8.44121081 8.19091802 5.60595651 11.99456155 9.34421822 11.71282462 10.51561144 11.81006942 1.07196856 9.89215617 10.07197714 9.03004662 9.35352091 3.84456643 9.03390914 13.25788499 6.84016107 NA 10.25271510 9.55914724 3.13086499 4.50938548 8.95970554 9.88736046 NA 12.20007893 8.07572943 8.27001307 10.60108233 12.00615946 NA 7.83352833 5.80894359 10.43209263 10.13941155 7.36353118 -1.51292532 8.39089636 3.94645015 10.93228821 7.74675816 NA 10.53479641 1.48702321 9.57712704 7.79079549 0.07203718 5.44121122 9.57646507 7.47000804 0.80892043 6.93822580 9.36353162 1.80896160 9.14701052 9.98237003 10.06208109 2.39391038 10.65127741 13.17033829 10.07572929 13.74100984 11.17329630 9.09988323 9.43172679 1.80896160 16.21230769 -1.51292532 7.90064284 10.57547165 4.31990691 7.52867367 8.02229013 4.07197714 1.48702321 11.34285643 8.51011733 -1.51292532 NA 3.29437078 9.65254977 -0.51292532 8.60595577 8.48560514 10.53175028 3.65694250 6.69158581 14.09737630 7.72541943 8.83352833 8.37271099 8.47143298 10.65249644 8.41182703 11.25623263 8.65192171 12.39859391 -1.51292532 1.80896160 13.78654468 9.57182298 0.80892043 11.78851084 7.68913839 9.25022711 6.10172360 10.34188304 7.81344388 10.53038380 6.85333701 4.84456643 8.74204328 7.68913839 -1.51292532 8.71823592 8.20297645 9.65881700 10.17044801 10.88762732 12.00244347 8.68791312 10.55243077 9.56783214 10.38712674 8.12640971 NA 1.48702321 10.12951769 9.01839605 9.60859360 10.23310901 9.75847775 0.80892043 13.70046068 9.68913856 14.04731764 9.35891994 9.34577269 10.36927562 4.79079289 6.38788119 9.36659783 10.66505703 10.92242452 8.01839605 11.54212250 11.30759257 9.07197714 9.19091827 11.13019446 1.80896160 9.76347067 4.89640749 NA 0.48697174 NA 9.22848154 10.49544324 8.88682660 8.03004634 9.57060694 -0.51292532 8.54365247 2.65693106 4.63676381 11.98511593 10.62912171 8.39990379 10.88495661 11.81947085 9.50984704 10.64877640 9.45207750 12.02956293 8.80555752 10.68177155 9.07572943 9.62079899 0.48697174 8.43538190 10.97485472 6.32028429 2.07196856 9.26426994 11.37784892 7.90907943 11.03920345 8.05116434 9.98187020 11.28892506 6.06444315 -0.51292532 -1.51292532 7.63421933 6.53140953 10.42512399 10.79989759 9.14075540 10.97007468 5.30719534 10.94459048 9.41996755 8.14343934 9.82072912 -0.51292532 4.55310242 7.39089636 5.17351525 3.57447697 2.07196856 1.07196856 4.36965492 -0.51292532 10.59619237 3.91328198 6.01839605 9.03679947 5.55310242 NA 1.94643144 11.23583648 10.59423175 11.55478515 11.78607956 10.63676182 10.64499313 8.21493493 9.30669082 7.00975361 10.21790936 10.35429336 9.95207084 11.19415805 1.80896160 -1.51292532 10.17263952 8.47427866 9.62975986 10.20254775 9.93513101 7.50938232 13.79499810 12.82442751 0.07203718 9.05021081 6.49022353 12.59431348 10.00861504 -1.51292532 0.48697174 3.65694250 7.36659761 1.29437078 9.89641097 7.55310395 8.24190214 9.52181359 10.33720152 8.04925720 9.27352941 0.48697174 NA 10.60335864 1.80896160 0.48697174 10.21918208 9.42144276 7.08320486 3.18745105 7.85333701 11.59977995 9.21152843 8.58767702 11.28061797 8.92713646 6.26837450 9.32069542 3.72350395 6.57977149 8.93822580 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 4067 kidney stage iii t3b nx m0 male 2004 NA no NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 2 3 5 1 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 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 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 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 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 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 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 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 7 0 0 0 0 1.387211e-06 6.589254e-07 NA 10.4580092 8.5339125 9.5761841 7.8724514 -0.7858752 9.8679811 8.3119562 NA 0.7047835 4.3435215 8.3614451 10.1965209 7.1567546 11.9148967 9.9565497 8.5629686 9.8742361 12.0417814 3.3841604 10.5635215 10.4406524 8.6777647 8.4996426 7.6530321 9.2870428 13.5043311 5.5892811 NA 10.1829070 10.2558994 3.9146793 4.6405052 9.2435275 9.9657843 2.3841604 11.5922641 9.7831464 7.4857029 10.8029548 10.9557072 0.2142492 11.4325007 7.1508785 11.3129303 10.7145842 10.1420182 2.3841604 8.4857033 4.2586320 10.5518621 7.2310483 NA 9.9749602 0.2142492 9.3766316 7.9691275 1.7992117 5.7688301 9.3069974 8.5914509 NA 6.4236941 9.7509439 2.2142492 9.5350409 10.0830628 10.1181221 5.8435970 10.3269665 12.8983313 11.3250497 14.0099755 10.6690536 9.3331813 10.9438610 0.2142492 15.5579118 NA 7.9042384 10.9674570 3.6065607 7.4089971 8.5473955 7.6236313 2.0541886 11.2970546 8.1607080 7.9387539 -0.7858752 1.2142492 10.3822855 2.2142492 8.4309860 8.4857033 9.9657843 7.2640888 6.4716281 13.4107655 7.0280210 8.5629686 9.1886549 6.7992026 10.7744966 9.7563048 10.8150823 8.5979445 10.9540208 -0.7858752 7.6446927 15.2923493 8.9972385 -0.7858752 10.0644271 8.3460970 10.2897193 4.4236925 9.0199840 7.6488688 11.0215951 7.7649870 3.3017047 8.4089971 8.9112077 3.0215863 8.2000820 8.5585363 9.0876843 10.3234179 9.7504874 12.0221747 8.8580963 11.0795868 9.9682925 10.4733950 8.3699947 3.4621701 0.2142492 9.9615941 8.6108451 9.2517872 9.8777984 9.6644204 4.8866672 14.5012311 7.9353395 11.8544851 9.5111565 7.0215952 10.4406524 4.7060940 6.4430596 10.4436599 10.0573761 10.7417172 5.7688301 11.6762312 11.3891659 9.6446927 9.3175279 10.6731594 2.9146793 9.5763923 4.7688301 0.7991702 NA -0.7858752 9.3017031 8.5088608 8.5065619 8.6960397 10.2356714 5.3435215 8.7973230 9.2613641 5.5278492 12.7065942 9.4370352 8.2421461 10.8381218 11.5579811 9.9976314 10.9442857 9.6426003 11.8921800 9.1742421 9.0407886 9.2586343 8.5384206 3.0215863 7.3227646 10.8884325 11.7967492 4.4996418 8.2418974 11.4615744 7.9181441 10.3785187 4.0722173 9.8517707 11.2011489 8.5451572 4.7378003 NA 8.8215706 5.6405052 9.7878874 10.3448107 9.0768776 11.5448770 6.8652916 10.8918498 9.1567548 7.6530321 9.6310377 1.2142492 5.4996418 9.2681660 -0.7858752 5.9691275 2.2142492 6.2691978 3.9146793 2.7992117 9.8481436 6.5451576 7.2695223 9.3146659 6.2586339 NA 3.7992013 11.1857838 10.5984843 11.6564062 10.8485975 10.8585472 9.5429152 7.3069977 6.8728091 6.0365890 10.3149026 11.2702005 9.7524292 10.7060933 NA NA 9.9980570 9.8866655 9.5225792 10.4291664 10.1843461 7.0280210 13.1379391 13.7025825 2.6736695 10.8800203 8.0680801 12.0886453 10.2296553 0.7991702 0.2142492 0.7991702 6.8141530 -0.7858752 9.6236418 6.6236313 8.6859153 9.3279824 11.2997127 7.8580967 9.0021590 3.2142336 1.7992117 10.3480247 3.9691321 3.2142336 9.6183174 8.7878875 7.3227646 7.2085933 8.0471305 11.3383615 8.8937205 7.2366084 11.0722213 9.7150820 10.0691086 10.1486683 3.8644338 7.0722216 8.3409445 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 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 3 2 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 1.838055e-06 5.895648e-07 0.1688987 10.9543859 9.5132294 10.0081373 7.1114477 4.8968531 10.1411953 9.8126725 NA -0.4088951 4.8127908 8.3033597 9.0081373 5.6767272 12.2991823 10.2616906 8.9859171 9.6866029 11.7672187 1.4908781 8.2616906 10.5193203 8.6139482 8.3905207 7.7651230 9.1632869 14.9640356 6.5352552 NA 9.1519270 10.0230227 3.0758235 5.5439722 11.1892190 9.5676772 1.1689629 11.6730076 8.3929352 9.3941409 10.9621304 11.0855594 NA 11.1234934 8.8951517 11.1339963 10.3097633 10.4948011 -0.8311013 8.6964105 4.3388594 10.5909983 7.9923005 NA 9.8035994 0.1688987 9.5730107 7.6846336 0.1688987 5.4908621 9.7090616 8.8127896 1.4908781 7.1857417 10.3783869 5.7080934 9.3199500 9.3376056 8.3135919 3.6283653 10.2592246 12.5065554 10.5026480 13.8817829 11.9227770 9.4669503 10.0167739 0.7538612 16.5049605 3.5612528 7.9404228 10.2383832 3.4168668 7.8659009 7.6406086 8.7613907 1.1689629 11.0855594 7.4918531 6.5526384 NA 2.1689308 9.9657843 3.2563918 8.8676383 8.4931141 9.9915043 7.2187821 6.2242159 13.3794526 7.0206822 9.4531793 8.3338405 9.2813730 10.5892780 8.7254395 11.0022189 8.6487139 11.6552657 0.1688987 7.9371178 14.7711394 9.9568361 0.1688987 10.2309797 7.7651230 9.3300653 0.7538612 7.7799583 8.6806862 11.4569344 8.1576183 5.0515766 8.6647886 9.1632869 1.1689629 7.3237520 8.4144861 9.9196404 9.6707706 10.4221901 11.7242943 8.8073694 10.6973876 9.9946873 10.4304408 9.3441337 3.9762903 1.4908781 9.9146079 8.1885241 10.0379335 10.0307958 9.8316019 1.9762903 13.9579576 5.2350224 12.6509851 8.9600964 8.7330831 10.3874967 5.3186820 6.7909857 9.9994487 10.4618303 11.0120694 5.2774567 11.2838341 11.3682991 9.6293894 9.1462135 10.8632914 4.8127908 10.7108626 0.7538612 2.7539040 -0.8311013 NA 9.4692861 10.3606097 9.1026240 7.8127896 8.9332743 3.6924942 8.9087142 6.3186802 7.0306407 11.5396209 9.6180821 8.3783868 11.2846274 11.7022632 9.7728379 10.9049125 9.4438940 12.4939578 9.6657873 9.8028369 9.7873190 7.2930550 1.1689629 7.5043240 10.7941857 8.3692436 1.7539040 8.1285007 11.1696377 7.4818164 10.6175661 8.8571839 9.6993398 11.1696377 7.7273542 2.4908525 NA 8.7651233 6.2133278 9.3525690 10.1158397 9.5547958 11.1579731 6.7003149 11.2349588 9.6098026 8.4049478 9.9036431 0.7538612 4.2982184 8.3538089 NA 5.4543371 0.1688987 6.9019493 4.3783868 -0.8311013 10.7100301 5.8693730 6.3587584 10.2247920 7.1857417 -0.8311013 0.7538612 11.1752595 10.7841033 11.2238769 10.6517415 10.9453665 10.3078452 8.4772726 7.7479097 6.8360453 10.6299013 10.9221503 10.1397584 10.9710459 0.1688987 0.7538612 9.8118878 8.1913011 10.3078452 11.2174204 9.6707706 8.3562856 13.1928611 13.4672109 -0.8311013 10.2800692 6.6629489 13.6705841 10.1647007 0.7538612 -0.8311013 NA 7.8342694 0.7538612 10.2930678 6.8693730 8.2403959 9.3426105 11.6019972 8.0546298 8.8568690 0.7538612 1.4908781 11.4233716 5.0018248 3.1689308 10.8118877 8.2051070 7.1055712 6.7836439 7.6487135 11.6890611 8.9288215 8.3463528 10.6612874 9.5009701 7.9954823 10.1018864 2.2949295 7.0331201 8.7651233 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 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 3 3 4 4 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 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 1.005728e-06 3.121225e-07 -0.92906118 10.49670690 8.98982987 10.13031096 8.41526262 2.97786604 10.15710272 5.92845087 -0.92906118 2.04551287 4.11535791 8.70940231 8.17425410 6.69301853 12.20795762 9.00760451 10.37531784 10.15178400 11.07729261 1.87833298 9.88153814 9.69758810 9.02370779 8.82083601 4.85232850 8.83915087 12.89134496 5.13705671 0.07093882 9.53755292 10.15842931 2.87831336 3.77141023 8.40412185 9.16240190 1.87833298 11.67551975 8.29737853 8.71482282 11.17031430 11.60405288 NA 9.89433380 6.29978498 10.94441061 9.59550832 6.79206535 1.65594710 8.81748096 3.87832317 10.88193972 7.15311523 NA 10.14376903 0.07093882 10.38528920 8.11262560 NA 6.10438908 8.97183321 7.93515267 NA 7.49303162 9.38498315 2.24089434 10.01641038 9.79803609 8.84245595 3.15843398 9.56767055 13.25398153 9.96199064 14.72859202 11.07694189 10.18340600 9.77832572 1.87833298 14.91630955 NA 7.41969478 10.61061001 4.02516171 7.47184589 8.91958947 5.28041817 1.65594710 11.62507565 8.39406649 10.90306539 0.07093882 3.39289439 9.62363553 1.07093882 8.30458633 8.87348287 10.96237051 3.82585684 5.51391073 12.92593227 7.43291015 8.28528569 8.45898399 7.80567617 11.02176300 7.84904348 10.92622438 9.28163775 11.79185203 -0.92906118 5.20024931 14.27507911 8.71662503 0.07093882 11.85682762 8.38157929 9.60137283 6.03675167 8.85560139 7.46328404 10.07378155 7.59452840 5.20024931 8.62363572 8.81243341 NA 8.85886904 8.23838468 8.97032336 10.59354808 9.86456983 12.06252910 8.61786082 10.29918397 9.29376154 10.92466593 9.24698993 2.97786604 2.24089434 10.37930558 9.39627190 9.96654179 9.48459454 8.68935193 4.39289439 14.42463027 11.78607053 13.42162951 8.56482208 7.66715626 11.04824647 3.59452466 6.07096672 11.30038620 10.06248833 9.80990315 4.35636921 11.69575741 11.52886034 10.19185242 8.13705569 11.04143198 -0.92906118 10.05730635 4.11535791 2.53039541 -0.92906118 0.07093882 8.85068599 9.92271551 8.52423728 9.22325142 8.50248496 2.07097316 9.01933386 6.36558756 4.90385775 10.89114551 10.54771269 8.12895837 10.07448443 11.22546823 10.01176467 11.10610925 9.39739591 12.93911386 8.99131946 9.28528569 9.19767106 9.45359063 0.07093882 7.34242941 10.48881905 10.69600408 4.87832317 9.24538038 11.42438908 8.66342361 10.71437183 6.71482248 10.14844989 10.79931222 6.72917750 -0.92906118 NA 7.05965163 4.79888519 9.68291350 9.56582220 8.81074706 10.63511598 5.00170318 10.71273832 9.85478331 7.70032319 8.87671032 NA 5.96578428 8.00465700 1.07093882 5.00170318 1.07093882 5.87780559 3.46328241 0.65590132 10.53602268 4.74339109 6.42851930 9.62651434 6.92981821 -0.92906118 2.07097316 10.67320147 10.37303424 11.09852700 11.17622028 10.99094713 10.22578464 7.79888713 6.28119934 5.67132451 9.96123074 10.52423718 9.94517942 10.40300307 3.97785689 NA 9.70940248 9.25708065 10.28771238 10.97145604 9.46328404 8.80905874 12.34417932 12.54238771 1.39292185 9.30698080 7.56181719 12.35217213 9.80990315 1.39292185 2.07097316 3.65592421 6.71482248 NA 10.95399160 7.12081536 8.68751531 8.83583820 10.14577704 7.75044639 9.23604936 2.07097316 -0.92906118 10.84534178 2.97786604 0.65590132 10.30338749 9.17162893 6.61786119 5.68567670 8.03963358 10.82460112 8.75396114 7.16372414 11.77940382 9.80567617 7.52217740 9.43510120 1.65594710 6.27063920 8.53449082 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 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 3 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 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.42762e-06 5.548845e-07 -0.7781848 10.8786631 9.9117894 9.9531104 6.6647346 7.3250796 10.0944664 9.7988709 -0.7781848 4.5846138 4.0291436 8.3638986 8.5482208 6.6564191 11.7325556 9.1135752 7.5881134 9.6995497 11.8953213 2.0291348 8.1701584 10.0960043 7.0355722 7.7992201 5.0546835 9.1672352 14.4331474 7.2496975 NA 9.8365012 9.3613427 1.2218152 4.2217920 11.5069046 9.3039405 -0.7781848 9.5025621 8.7648232 10.4709049 11.4079057 9.2510785 0.2218152 11.7782975 2.6812244 11.3680419 10.7935441 10.2959329 0.8067777 8.4885781 1.8067365 10.0649273 7.3459126 NA 9.9290557 2.2468337 9.2516031 8.0952356 4.5793431 6.3407332 9.3638984 7.6771185 2.5437186 5.4697200 9.9716608 3.8656516 8.7590100 8.7992201 8.4601962 4.2661869 11.0790843 11.6929586 10.5941124 13.7267966 10.4091435 9.3816628 9.4288057 -0.7781848 16.0433412 3.2217843 8.3562178 9.7066143 3.7453557 7.9428904 8.0515140 7.5209997 3.4704718 11.1421443 7.9685073 5.7136436 -0.7781848 3.2217843 9.5549468 NA 9.3420293 9.1301842 10.4518119 6.4116161 5.7295854 14.4896388 7.6647353 8.4578056 8.0983085 8.9100418 10.3188557 9.5459720 11.5255722 8.7973308 12.5990019 NA 10.3581417 14.3413810 8.9343183 4.3510770 10.2351141 7.7954384 9.8692499 2.6812244 9.0766598 7.7256171 10.8151826 7.8942169 4.6141091 9.4324628 9.8611322 6.3816623 8.5369411 9.1962060 9.4530125 10.3092543 9.0451587 11.7276055 8.7512220 10.4726820 9.5782434 10.1976394 7.8676303 NA NA 9.7166470 8.4768199 9.8207744 9.7206407 9.7916471 4.0797706 14.3776374 7.0419701 11.2326692 9.7963849 8.6791722 10.3019428 3.2217843 6.0921567 10.9729170 10.4433785 10.4932544 3.9222264 11.3295054 11.3970291 10.5482209 7.2770735 11.4060469 5.5071921 10.9378263 -0.7781848 3.9766752 0.8067777 NA 10.2161449 6.0546814 7.9117892 8.1759876 9.7678852 5.9360372 8.2959328 6.4214640 3.8067571 12.2692562 11.3743932 7.8328160 10.8277339 13.0722713 9.8823134 10.4967519 10.0427681 12.0917708 9.5538280 9.5979168 9.7859409 11.3584622 3.2217843 8.6480562 10.7010664 7.4185652 11.0898423 8.4967751 11.8470436 7.6354192 10.5392040 6.4409605 9.5527083 11.1279304 8.8456729 NA NA 8.0983085 5.7295854 8.9565010 9.0259224 8.7394607 10.9762614 4.9497123 10.8487461 9.6301211 8.4601962 9.6248035 -0.7781848 5.7295854 8.5141132 6.0546814 6.5437201 1.2218152 5.0291481 2.6812244 3.3092490 9.7773392 4.5071921 6.0162066 11.0083960 6.2916441 NA 4.0291436 10.9126624 10.5181341 11.4220770 11.0463525 10.6000863 11.0852034 9.8593220 7.2661859 6.2859422 10.3374854 10.7973306 9.5255721 9.8915623 1.8067365 NA 9.7005611 9.9666253 9.8556948 10.6574616 9.8198439 7.3198238 11.9403243 12.5939763 7.7414279 10.9424632 6.2473731 10.8593219 10.0867514 NA 1.2218152 NA 7.5255725 7.4214640 10.4458112 6.5705191 8.1346810 10.1294332 10.8951005 7.7176463 9.6969472 0.8067777 1.2218152 11.3002758 5.5616408 2.0291348 10.6306518 8.4838863 7.2986070 10.9157139 9.1599008 11.5195675 8.9766790 8.7492684 11.0141751 9.0630728 7.0419701 9.0562624 3.8067571 6.6893970 9.2441593 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 female 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 1.21381e-06 4.855239e-07 0.48005827 11.60598224 10.35429743 10.62601662 6.66990975 0.06502077 9.99183714 11.19766455 NA 0.37150311 4.26144055 8.72563722 9.16483303 6.45736446 11.76186970 9.90425076 6.93951575 10.77470529 12.12990202 2.18052981 8.38547159 10.41193007 7.61194178 8.47867499 7.45162820 9.23830776 11.31238121 6.31297369 -1.51994173 10.42296554 10.00756148 2.87239539 4.98788019 9.13650928 9.43936196 -1.51994173 10.47231474 8.81547488 2.65000626 10.33728795 10.81770639 NA 8.83323135 5.88096463 10.17965697 10.11761505 8.17008229 -0.51994173 8.53129334 1.06502077 10.33884266 7.60936788 NA 10.40876577 2.55733656 9.20289200 7.86594664 0.80198636 7.30980737 9.54684643 8.77814713 1.06502077 5.96389947 9.88947552 1.80202774 8.77929256 10.36043331 8.74569953 6.18744314 11.04972653 9.84859102 10.10442302 13.37726821 10.70167164 8.62983161 9.19002983 3.00363821 16.48374516 -1.51994173 8.02890669 8.56754735 4.87240032 7.32870724 7.89582609 5.99578524 1.28741319 11.53231292 7.76296465 -1.51994173 NA 2.65000626 9.91991537 1.80202774 8.38997759 8.78728520 10.81770639 6.38095104 6.69925317 14.79112322 7.41082189 9.69864772 9.57943229 8.78614610 9.97519997 6.62474283 10.73835611 8.30026332 12.78464975 NA 8.04804051 13.73603513 11.21881016 NA 12.89410903 7.83763676 9.12934072 0.48005827 8.15074092 8.42113197 11.75548157 6.84202845 3.18052981 8.65625752 9.05088882 NA 8.80875958 8.41082189 10.47302290 9.91627554 11.71295510 11.60197413 9.11307978 10.40526807 9.95834855 9.69925300 8.04123860 3.00363821 1.28741319 10.10076259 8.07813693 10.10807433 10.36196318 10.49166123 2.72800756 13.52405164 5.87240278 12.91621043 9.89265437 10.13695626 9.87401124 3.72800756 6.65000913 10.32086247 11.53384072 10.72504291 6.13829638 11.75148627 10.99405879 7.38396603 10.63458619 10.59707821 2.28744274 9.05880622 1.93952750 1.48010999 0.06502077 NA 8.86486832 11.25157401 9.28663423 7.70890316 9.53025962 4.54617216 9.87025343 7.81100149 5.88437569 12.35343250 10.59675340 8.70529197 12.04792178 11.63094244 9.08185542 10.33339410 9.85729509 12.13427299 8.81659107 10.75533602 8.57679949 9.99430549 2.87239539 7.65999375 11.44821126 7.98040867 -0.51994173 10.46707840 11.26246851 8.15250998 11.20970527 8.53401023 9.79126514 10.92380509 5.98788019 0.06502077 -0.51994173 9.70167155 6.58860971 10.20502467 10.58566574 8.71729462 10.51453960 6.14542068 11.06822756 9.19175139 8.20118393 11.01535992 2.56754545 4.72801300 8.91887635 4.65001200 5.53536559 1.80202774 2.06505525 4.97193895 1.65002924 11.27002563 5.93129539 5.95581727 9.49530442 5.53536559 NA 3.28744274 11.81365920 10.57877459 11.72057774 11.33961928 10.68892848 12.41211466 9.63110101 9.57085850 6.26177150 10.38283647 10.39185094 9.94819944 11.43682364 1.28741319 0.48005827 9.80201255 8.35044907 9.19604658 11.88407247 9.17008254 8.71609853 13.41957190 14.31245537 0.80198636 10.38283647 8.01813785 12.06680703 10.07207431 3.18052981 -1.51994173 NA 7.35660162 -0.51994173 9.97345458 8.01924322 8.44442523 10.33573167 11.28683547 8.45449918 8.87141399 1.28741319 -0.51994173 11.32577057 3.72800756 3.52447746 10.23037284 9.81100133 7.40489716 5.53536559 7.59642832 11.51178571 9.24744147 9.63806297 10.73393201 9.78899804 7.04613851 10.36578088 4.46558273 7.48289990 8.63743129 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 female 2003 552 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 1 1 1 1 2 2 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6.936056e-07 1.734014e-07 3.0118534 11.5539131 10.8604715 11.0973210 5.8192032 5.0993120 9.4240655 7.2516225 1.5967921 4.9103777 6.1950700 8.1767556 7.5301738 5.8447397 11.5675561 9.1582050 10.4523717 10.1368315 11.7333750 3.8192083 10.5917930 10.2790254 6.5917931 7.7600413 7.3277529 9.0868819 10.0603355 2.3337672 1.4269088 9.0314393 10.4668333 6.6412050 3.6751949 8.8245607 9.3300147 0.4268551 10.1346766 7.7622764 9.1028431 10.9872189 12.0411358 NA 6.5090355 -0.5730376 10.2446692 8.6265585 9.8950010 -1.5730376 8.1649783 2.8863160 9.9509380 8.5574568 5.8957146 11.2048790 -1.5730376 9.9361662 7.7689611 5.6460532 4.3095327 10.2338383 9.0743446 5.2470654 4.4041674 10.1513999 9.1264585 9.4048814 9.4882573 6.4658047 5.5664377 11.7833518 9.2196763 9.1028431 13.1482523 11.3872501 7.8594279 8.1428479 1.0118534 15.5866096 1.7488047 8.3941124 10.4141501 4.7844359 7.3926703 7.0342168 4.1273279 -0.5730376 11.8544608 7.1382093 2.2342560 -1.5730376 7.6771847 8.8760346 7.6936723 9.0258690 8.6569064 10.0797310 3.6363346 6.7488141 13.6696508 7.0850974 9.1666667 6.3217045 8.0005330 9.5630441 11.9196155 12.0616971 8.5037017 13.3897821 NA 8.9737806 14.5346546 11.2210988 -1.5730376 12.6854521 8.1411318 11.1364007 7.2910721 7.7844379 9.1867741 11.3544789 7.6842738 5.5867587 10.0235417 10.4265338 0.4268551 9.2949368 9.3292611 10.3045536 9.5103654 10.5848645 12.0694241 9.4346143 10.5393256 9.4339134 9.5535905 8.9480743 -1.5730376 2.7488047 9.7948468 8.0868819 9.3905048 10.4184079 10.9152284 3.0118534 12.6705064 6.3277520 11.1409169 9.6508877 10.4743509 9.8858053 6.8234908 6.8405136 7.1649783 11.7671535 10.7038828 6.4547928 11.8657442 10.7496592 7.0118489 5.4712818 10.6965972 2.3337672 10.4118706 5.4603101 3.2848694 1.0118534 NA 8.3868881 9.0761422 9.5116945 7.1649783 9.8436466 6.6460546 8.1186297 6.3277520 4.6557067 12.0276120 11.1076851 9.3876120 10.1479852 10.1905134 8.5677158 9.9713675 10.7338021 11.8120744 9.4450863 10.7825124 10.9773924 11.5619540 7.6436318 9.7706271 11.5184867 9.0547392 3.6363346 8.1372448 10.5747269 9.2390634 11.0977636 8.0323654 10.9371557 10.3356540 3.4712785 NA -1.5730376 10.9462766 7.9776331 10.5606704 11.2856442 9.6490772 9.7711819 7.5587429 11.5225930 9.2196763 6.7215066 9.8682741 3.6363346 5.3694002 8.0975423 9.9361662 2.7488047 10.4166353 4.1817705 2.6748222 2.5968159 11.2310171 4.0415934 9.2016731 8.6866294 5.7338587 0.4268551 1.2342560 11.8476358 10.7076569 11.5275484 12.0384873 10.6092804 12.4490805 11.6014997 10.6404430 6.8076937 9.3905048 9.0369882 10.2020848 10.9553402 9.8924525 NA 10.4162805 7.4381132 9.3561445 10.8770663 9.1851093 8.2941649 11.0214439 11.9835119 2.5143495 7.2438699 6.4179538 10.8510524 9.8924525 NA 2.0118534 NA 8.4450860 NA 9.4289978 9.5632363 9.4821684 10.1842761 11.4005835 9.4949925 9.2766430 0.7488047 NA 11.0461890 1.7488047 5.6363404 9.5097004 9.1892681 7.7533157 5.0850974 6.6652904 11.5336125 10.5902213 9.5334491 10.1054862 9.7426017 5.2972501 9.5542356 5.6099765 7.5766332 8.4630596 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 0.000 0.000 0.000 0.322 0.322 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.322 0.322 7.3156296 11.5913216 7.5842327 10.8528887 6.9699183 10.0594269 1.7488047 3.0707500 10.4261779 0.4268551 10.8731940 7.8555394 9.4623724 10.2523417 8.2202293 7.9005915 12.4375890 7.6676772 11.0191095 7.4875820 8.5249182 9.1961949 9.5296951 7.5380220 8.1734003 10.8622959 10.0071446 9.6587072 10.5153431 4.7844359 9.3487270 7.8105903 9.8521020 10.7697941 11.6591571 6.5354107 9.9528961 7.6265581 10.3752533 7.7465580 7.5222834 9.7318078 3.2342407 8.5677158 6.3156296 10.2024963 11.9608241 8.7431676 9.3269981 4.3646985 2.1273361 7.0957715 14.1801812 10.9046443 12.1531042 10.8641180 NA 9.9252366 11.2172345 10.4661479 9.3868881 9.3876120 8.5249182 10.0314393 9.2204893 12.8206780 7.1063661 7.1851093 12.7577882 11.7564021 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 3736 kidney stage iv t3a nx m1 male 2004 NA yes NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 5 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.699334e-06 5.548845e-07 NA 10.60267521 8.39266947 10.19579874 5.92754569 NA 10.16553590 8.94559249 NA -0.44281050 4.78249768 8.79973298 9.53943743 6.61343736 12.07587951 10.29394484 10.49091704 9.92362090 12.03534362 4.21133933 9.40848600 10.09747161 7.74026784 7.96163953 8.35818085 9.35818107 13.14435573 3.88941513 NA 9.93067954 10.11960350 2.88941513 4.21133933 8.97079989 9.81082738 2.78249244 10.22288629 9.74205254 7.14814606 10.60169280 9.94236759 NA 10.26320886 6.65948506 10.78552758 10.47330018 8.99044920 NA 8.30364378 0.66702920 10.07216048 7.66701926 3.72591562 10.14410272 -0.91784244 8.99494595 7.95550055 1.40397662 6.21133933 9.48826153 8.01869426 2.40397662 5.54148696 8.32523034 4.72591017 9.39607320 9.24318851 11.42967794 5.29151147 10.70950380 10.84651353 10.94508129 13.57766180 11.17084480 9.04350637 11.12781620 2.25199170 15.22991733 -0.91784244 8.37207539 11.03078878 4.16951618 7.64047705 8.48506852 7.86341630 1.08208942 11.28203559 7.41391390 10.35643469 NA 1.66702920 9.99344850 2.66702920 8.10442420 7.29150963 10.36398655 7.38583739 6.58190255 12.93321999 7.58190255 8.29880263 9.79801859 7.51250898 9.54526414 8.80657057 10.63424529 8.15351910 10.64572948 NA 3.32998465 15.17689714 8.44619129 0.66702920 10.96355295 7.56183704 9.44400026 1.66702920 8.40623690 8.01279380 10.74516984 8.67638131 4.50832089 8.93848223 9.29516074 NA 8.94314335 8.35118307 8.90383064 10.50622287 10.84360783 11.56272057 9.60659824 10.87687857 9.73758723 10.39380486 8.05862063 6.21133933 0.08202127 9.92362090 8.00686911 9.53532729 10.51198633 9.64334448 4.03625715 13.99826260 7.17481386 13.27041360 9.00389761 8.66701891 9.48293599 3.83694411 7.04205878 11.11582365 10.71277872 11.05790456 5.76855752 11.65141618 11.27650562 8.04205823 11.69377303 10.86832617 4.16951618 9.36602468 3.83694411 NA NA NA 9.44070787 9.56788593 9.80571744 8.22671467 10.21054070 4.94003986 8.96163982 7.22671467 4.75448135 11.90343195 9.85519583 8.68010912 11.41381328 11.34209401 9.53887296 10.53017289 9.66042917 11.86955105 9.18796515 9.88376498 9.45709601 7.27681301 2.08205534 8.57990836 10.95780595 12.75534355 0.66702920 8.76238104 10.98254608 8.03915869 10.78466216 6.00091943 9.92989690 11.31986402 7.26693174 0.08202127 NA 8.88133823 6.61343736 10.21968814 9.76855703 9.88214750 11.32879715 6.29150963 11.14605489 9.10996251 7.33944474 9.82520797 2.08205534 5.75448135 9.02016602 NA 7.47866124 1.08208942 4.40398344 3.83694411 4.57390768 10.41967846 5.57391071 6.62121525 9.59972599 7.57463061 0.08202127 3.25197656 10.45219902 10.56335150 11.55956189 10.89703950 10.15217746 10.38412419 8.39039556 8.29097357 6.17692510 10.71414298 11.24539173 9.90143728 11.65404617 2.54149006 NA 10.02603647 8.98593840 9.41073160 10.41967846 9.52603613 7.03625275 13.83522107 14.66045874 1.08208942 12.19888785 8.43714325 12.10251569 9.90860503 0.66702920 0.66702920 NA 6.79630183 -0.91784244 9.59874148 7.46576066 8.52084847 9.04205851 12.71346101 8.06789842 8.93227470 1.88939566 0.66702920 11.42607502 1.66702920 1.08208942 10.36745876 9.14275242 7.46576066 6.01279436 8.17745342 11.23370739 8.99494595 8.38126477 10.72365676 9.93458609 9.00983449 10.60070973 3.42048240 7.49144748 9.00686911 10.54609169 -0.00954260 -0.00954260 -0.47944000 0.00000000 0.45377000 0.43783000 -0.01849000 -0.02589300 0.05865200 0.06744800 0.06744800 0.06744800 -0.00954260 -0.00954260 -0.01904000 0.37235000 -0.47944000 -0.47944000 -0.47944000 -0.47944000 -0.47944000 0.00000000 -0.00069303 -0.01849000 -0.48449000 -0.48449000 -0.03408600 0.43885000 -0.48554000 0.000 0.000 0.423 0.423 0.439 0.439 0.439 -0.486 0.000 0.425 0.425 0.000 0.000 0.000 0.000 0.389 0.389 0.000 0.000 0.416 0.416 0.000 0.412 0.416 0.416 -0.479 -0.479 0.000 0.000 0.454 0.454 0.000 0.000 0.439 0.439 0.000 0.000 -0.484 -0.484 0.000 0.000 0.000 0.000 0.423 0.423 0.439 0.439 0.439 -0.486 0.000 0.425 0.425 0.000 0.000 0.000 0.000 0.389 0.389 0.000 0.000 0.416 0.416 0.000 0.412 0.416 0.416 -0.479 -0.479 0.000 0.000 0.454 0.454 0.000 0.000 0.439 0.439 0.000 0.000 -0.484 -0.484 0.000 0.000 9.970039 12.152010 11.990262 10.053600 9.556777 11.010945 2.667029 3.403990 7.663257 4.036257 13.290901 8.841379 10.675448 8.815004 7.729515 8.206178 10.863826 6.696766 10.777720 10.341211 7.882957 8.529884 9.900471 7.474374 7.190581 11.160875 12.058084 9.90143728 10.20876110 0.08202127 8.70410837 6.65191274 10.15083483 10.69215865 11.89122178 9.43520331 9.63280331 6.67988540 10.51980862 6.45709518 6.46576066 9.45709601 5.97687454 8.45709601 9.32760923 8.89262812 12.66337486 8.51876802 12.12508385 5.92629125 6.91494715 9.76680516 14.98673822 11.96889628 13.09747161 10.46035145 -0.91784244 10.18796503 10.96622705 10.72049250 8.71868116 8.68010912 9.31926657 9.89102070 10.20553132 11.70958815 3.32998465 5.32998465 14.56401489 10.62315319 9.59183161 8.16228759 9.56486456 2.40397662 11.48799575 0.66702920 12.35861719 11.02820259 11.02750042 10.5703989 10.0974716 5.3674584 6.0478415 9.1655359 8.5977565 6.6670193 12.6663062 3.2519766 13.6507253 12.5092384 8.0507232 10.0575750 10.0369799 3.8894151 -0.9178424 10.0216357 7.5938094 8.8780963 9.4296779 12.0950302 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 male 2004 1889 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 2 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 4 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 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 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 1.525932e-06 6.936056e-07 NA 11.3926450 9.1163086 10.5225361 6.8844404 5.9418434 10.3664413 7.8319102 0.3872522 1.2747686 4.6096486 8.1399135 10.0637991 6.7966458 11.4015073 10.2524721 10.7159293 10.3707230 11.9222056 3.5027252 10.2775186 10.2906342 7.5934546 7.9995085 5.5571803 9.1185733 12.2868630 6.9003234 NA 10.1106309 10.0202495 3.8022966 5.3872557 8.6414955 9.4631792 NA 10.7050438 9.7241328 11.0299078 10.6598842 10.4537921 -1.1976000 9.6112559 7.2159203 11.5378479 10.9101628 9.5061955 3.6602783 7.7824315 3.1946072 10.0359116 7.6031916 -0.1977654 10.7726135 1.3872522 8.6711143 7.6351819 1.6096604 5.6096456 9.8487337 8.1903092 -0.1977654 6.3491866 9.0667345 6.6477822 9.8535008 9.9834441 8.5638430 6.6031916 11.2281397 12.7192909 10.7842158 14.0761967 10.8086179 9.2053038 10.7378252 NA 16.3304636 -0.1977654 8.4569277 9.4407278 4.3872522 7.8191004 8.6414955 5.9921158 2.8157599 11.3431464 8.1913425 7.5869268 NA 4.7330289 9.6056158 3.7091803 7.9797116 8.7477358 10.5293614 6.7271050 6.5704766 13.9483036 7.1642352 8.9199350 8.7593939 7.4096217 10.4004561 8.5918256 11.1340485 8.6176750 11.8338207 NA 4.2285571 14.6940281 9.9896438 -1.1976000 12.0491808 8.1037882 9.6657038 3.2617264 8.1554386 7.8274316 10.7877780 7.4280008 6.2369192 9.0226702 8.9302861 0.3872522 8.4407276 8.8232717 9.5754311 10.3683459 10.5203965 11.5904228 9.6088414 10.3721475 9.8857711 10.3170059 8.6356721 1.6096604 -1.1976000 10.2845957 9.0007369 9.4133167 10.0519979 10.2185615 5.9418434 14.0478817 8.0141801 13.6219720 10.2436799 8.8466861 9.8904175 5.4605034 6.8791078 9.5538358 10.6745819 10.4935992 5.6602726 11.4850714 11.3108295 9.1264724 9.5975198 10.9624784 4.2285571 9.7230988 4.1598471 5.1773318 -1.1976000 NA 8.9659415 10.1994316 9.3051237 8.0430831 10.2919542 5.8022915 9.4506494 6.1242206 5.4560669 12.3384176 10.8861036 8.7001373 11.2324830 12.0583531 9.5527225 10.4988248 9.6264550 12.2997695 9.2941449 10.7884894 9.8218825 10.8096696 5.4887913 8.1576430 11.0792886 10.6849808 3.5027252 8.4644261 11.5760492 8.9095088 10.9750318 9.3881932 10.2190894 11.2034380 7.4206769 1.1241958 -1.1976000 8.6602730 6.8950493 10.0567300 9.6971095 9.5828316 11.3031337 8.1967546 10.9917643 9.2565911 7.7506588 10.0001228 1.8022759 4.9722147 9.6328071 7.3140448 7.4206769 2.5027379 1.1241958 5.8466864 0.8023173 10.4220533 7.3140448 7.6096471 10.0436792 5.4650668 -1.1976000 4.3568833 11.1743407 10.5958951 11.3931128 10.8456610 10.8960395 11.2790380 8.6160731 8.5078034 6.4271972 10.2509244 11.6813007 10.0655610 11.1824823 2.1242289 -0.1977654 9.9134276 8.8616363 9.5216807 10.1935355 9.9602703 7.8629875 13.5581183 14.6291879 3.4461503 10.5403841 8.1970117 12.4575989 10.1767880 0.8023173 1.1241958 NA 7.8022921 2.7091803 10.7389298 7.6878970 9.0031904 9.2555626 11.3816078 8.2369202 9.0686098 2.7091803 -0.1977654 11.3392675 -1.1976000 1.6096604 10.1371237 9.6422830 7.3061173 5.1060719 7.6602726 11.4137778 9.6955934 9.1620413 11.1512965 9.4101399 9.6176752 10.2211986 3.6075789 7.1106305 8.8777709 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 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 5 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.075089e-06 3.814831e-07 NA 10.2512163 9.5292748 9.9756320 7.5086758 5.5588615 10.1913287 5.9198144 -1.3115063 -0.9553960 3.4958486 8.3941291 10.0797405 5.9364236 11.8398306 10.5859642 9.6934195 10.4172677 11.7634745 2.5953843 10.4181176 10.1350633 8.5726673 8.4698567 5.0283481 9.2488296 11.5594395 6.2809545 NA 9.9003852 9.7478414 2.9364212 4.0460457 9.4358507 9.5901181 NA 11.0965612 9.0936383 10.1687822 10.6452360 10.8693384 NA 8.7437792 3.0808111 10.4946437 10.4583347 8.8382440 NA 8.2621442 3.0104218 10.3850298 7.8022391 -1.3115063 10.7493380 0.2734562 9.5292748 7.7970214 -0.3115063 6.0283459 9.6103378 7.9762095 1.2734562 5.6771812 9.1520214 1.0104218 9.8299654 10.0182932 9.1933159 6.4566813 12.1578373 11.6172003 11.2821214 14.0539308 10.8222813 9.0283468 10.4375283 0.6884937 16.1494487 NA 8.0957646 10.6032557 4.4958486 7.4164175 8.0765142 6.5150454 1.2319853 11.5028791 7.8976821 11.4098097 -1.3115063 5.1803508 9.6383237 4.5213900 7.9785160 8.1314403 10.6426932 6.7108643 6.5893635 14.3252065 7.3573822 8.8534038 9.4274335 7.4366899 10.5502236 7.8758489 10.9277971 8.3889364 11.2851526 NA 3.6426900 14.6581082 10.0716612 -1.3115063 12.0327928 7.8634225 9.3967187 4.6657793 8.0104252 8.0548192 10.4804737 7.5650137 4.0808111 9.0925740 9.1943085 -1.3115063 8.5386837 8.3413418 9.3296454 10.9269016 10.1058220 11.7967126 9.4541973 10.5757175 9.6593218 10.6155341 8.3989245 1.0104218 -1.3115063 10.3337049 9.0635364 9.3123784 10.0591842 9.8844842 5.5953873 14.2212789 10.6192343 12.8627984 9.6140513 8.8048409 9.5205957 4.1803468 6.6542809 11.0765142 10.6437835 10.0487953 5.8684053 11.3006742 10.8521466 8.3377530 9.3802405 10.8222813 1.4958486 9.3898987 3.5953843 -0.3115063 NA NA 9.0294595 10.1126631 9.4308063 8.1923224 10.1018763 3.0808111 9.7950599 5.4958518 6.0286134 11.7609645 10.4324897 8.8344290 11.1748291 11.4839278 9.0250033 10.3728072 9.9209178 11.7599592 9.1763370 10.3373038 9.5703756 9.1095097 2.5953843 8.2140179 10.7636417 11.0347031 3.4958486 9.1687518 11.6326599 8.8820221 10.9842658 6.7328905 10.1345463 11.0311272 6.3749977 0.2734562 NA 8.2958272 6.8534044 10.3945612 10.0149264 8.2734595 10.8699598 8.0104252 10.7869304 9.0989482 6.9692679 10.0070397 1.8584187 4.9364259 9.8248472 4.3032036 6.3323535 3.2120557 5.6422279 5.2583531 -0.3115063 10.6459617 7.4796598 6.7383450 10.1382955 5.3323535 NA 2.8584187 10.8810979 10.5799009 11.3919679 11.0545458 10.4768074 10.8508882 9.1158097 8.8203539 5.8103403 10.7502056 11.3815482 10.0792033 11.7988170 1.0104218 NA 10.0092975 9.1241671 9.3906696 10.4342510 9.5347707 7.9364242 12.6566236 14.5563306 3.8177767 11.2953647 7.9804041 12.5942599 10.0143645 NA NA -0.3115063 7.0104252 1.6884937 10.5669310 7.4265893 8.4265893 9.1116128 11.4859558 8.2469177 9.1767890 2.2734562 0.6884937 11.1448513 2.7759566 0.6884937 9.6969255 9.4147150 7.7464888 5.0104263 7.7080879 11.3139774 9.4450531 8.7838940 11.1108245 9.4104505 8.4616362 10.2149961 4.2427778 6.9269020 8.9016012 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 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 5 4 3 3 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 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 1.664654e-06 5.202042e-07 -1.7041594 12.0377963 9.5260338 10.4759225 8.6179416 9.1923458 9.7363635 7.9547425 NA 2.8953220 4.3183819 8.9798853 9.5604561 6.8506019 12.0659545 10.6775563 9.9001033 10.6128606 11.5990806 -0.1190403 9.7883673 9.9724114 8.8077661 8.4265839 6.4609211 9.3100338 14.0987569 7.4381207 NA 10.1209721 9.9582367 3.6535645 5.9470653 8.6590529 9.1938590 -1.7041594 11.5802591 9.4533604 6.6623351 10.2967177 11.2012124 NA 10.3573846 6.3183819 10.3543434 11.0666773 9.3044419 NA 8.3661342 3.2960168 10.0944852 8.4482981 NA 9.9807357 3.6661771 9.4168993 7.8544340 1.4659222 7.4149541 9.5837257 8.2875351 -1.7041594 6.4907707 9.4071490 8.9999169 9.0912413 9.6645198 8.8156497 4.6883314 11.7413206 12.8371100 10.4168993 13.5552417 11.5935029 8.7054043 9.4565152 2.1033634 16.4205689 NA 8.4671902 10.3138657 4.2960168 7.3512962 7.3754982 7.3128213 0.2959581 11.3988093 8.3155345 12.9756584 1.4659222 4.0773712 9.3328739 1.6179567 8.7106987 8.0222313 10.5566389 6.0969133 7.0542364 13.7332128 8.2399932 8.9443709 10.1133968 7.7138662 10.4495844 7.2443810 11.4206194 8.6280500 10.8124521 NA 4.8506044 14.1738008 10.1983886 NA 12.2093703 8.0290288 9.2156216 4.2029035 8.3225371 8.0205272 11.3691508 7.9162330 3.3404056 9.5048573 9.2903668 NA 9.0658512 8.6513646 9.3314999 10.3701549 10.5929296 11.5921983 9.3232282 10.2092768 9.5779435 9.9934154 8.0144780 0.6179567 1.4659222 9.9349018 9.1105958 9.9600917 10.3904210 10.3556959 3.2502037 13.6577173 7.7757940 13.4970652 9.5791017 10.0294525 9.0213798 4.4858390 6.8117138 9.5151820 11.1792294 10.1407191 6.9107231 11.3282141 10.9040372 9.3176873 9.1763622 10.9189804 1.7554431 9.3990192 1.2960168 1.7554431 -1.7041594 NA 8.8696605 10.8154040 9.6134259 7.4304400 8.6379101 4.4045353 7.8176137 5.2960132 6.3294358 12.2509367 9.8525195 9.1281122 11.5638242 10.7035467 8.6596663 10.1446363 10.0761430 11.1938588 9.3874487 11.3595770 9.2672839 7.7348051 1.1033969 8.1049777 11.0469297 9.9626147 6.0442061 7.7519363 11.3970042 8.5212208 11.7166316 9.4734330 9.6688784 11.0119754 6.1847564 2.1033634 NA 8.2414574 7.1161921 10.5917823 10.1061833 9.5439409 11.1839955 6.6710527 10.7427452 8.9551175 7.9180654 10.3047921 1.1033969 3.9964520 9.3417730 4.5054654 5.8117125 3.4252982 1.6179567 4.1539917 1.2960168 11.0814659 5.4659386 5.9033444 9.6397544 5.8901135 -1.7041594 2.6883370 11.0154022 10.2782940 11.2795415 11.0886004 10.4514641 11.4084529 9.5397825 9.3822559 6.8175747 10.7510837 11.0798301 10.3458619 12.2664788 2.8195660 1.1033969 10.0379016 9.0273324 9.2014003 10.9620154 9.8739142 8.9024185 13.4720696 13.4449268 0.6179567 11.2131990 6.7612946 14.4485557 10.0315694 1.7554431 -1.7041594 2.5439412 8.1033681 5.7554458 10.7117551 8.7064646 9.3321870 9.2118927 11.2682752 8.8592096 9.0621695 2.1033634 -0.7039244 11.1093938 1.7554431 3.1539998 9.8457980 9.4194881 7.3861255 6.4659386 8.1632919 11.4807338 9.4703150 9.7615798 11.2485727 9.2682753 7.5224254 10.5021120 5.0618151 7.6358632 8.8987123 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 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 1 3 3 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 -1.2604975 10.7708792 9.2777117 10.3108012 7.1573752 6.5975044 9.7736338 10.1367587 1.3244650 0.7177367 3.7395241 8.1167333 9.9000243 5.2152554 12.3654597 10.8873635 10.0150651 10.0415903 11.8096436 1.3244650 9.8918075 10.3093782 8.7338759 8.3468528 7.3977345 9.1457276 14.2261377 5.5468790 -1.2604975 10.0074798 10.3375752 4.1318364 4.2941134 11.6888022 9.3291738 NA 11.3799935 9.7605026 9.3282373 10.7988671 10.7218033 NA 10.5159556 7.5724130 10.3574492 11.4584836 11.7890309 -1.2604975 8.3017650 4.3833794 10.4801466 7.5628896 -1.2604975 10.4651573 -0.2604975 8.5936742 7.8790741 2.4399688 4.6937211 9.9707438 8.3338472 1.7395025 6.3905748 9.7189479 1.7395025 9.4075212 9.3329138 11.7203762 7.0926694 12.0700950 12.0462964 11.1318401 13.7354664 10.9200534 8.9293472 10.6460375 1.7395025 15.3214734 -1.2604975 8.7934485 9.2815872 4.5975014 7.3468532 7.8968694 8.4030806 2.0614652 11.1811700 7.8625834 6.9293472 NA 5.4537678 9.5573057 1.3244650 9.3366440 8.5660712 10.5795137 7.7839169 6.7053075 13.4281554 7.9898208 9.2233383 9.6546550 7.9219171 9.8532061 9.7591134 11.1331812 8.5708299 12.1110270 NA 7.6129665 15.4978760 10.1850548 1.7395025 10.7622372 7.6761609 9.5628900 3.7395241 8.7125026 8.3579082 10.6878899 7.7110660 3.9874482 9.1647385 9.3431491 -0.2604975 9.5060515 8.9194319 9.7798124 9.6606197 10.4386613 11.8829441 9.7563310 11.1126597 9.6006095 10.3093782 8.5340196 2.6464161 3.2630795 9.8249952 8.3036721 8.9379675 9.9398082 10.1129315 2.6464161 13.7354223 6.3468523 11.6064152 9.5500943 8.8163383 9.9904132 4.7839176 6.1657874 8.8349197 10.9305818 9.7430406 6.8943412 11.7439731 11.0441592 10.1938219 10.2137356 10.8388705 3.3833725 9.9934587 5.4399622 -0.2604975 0.7395025 NA 9.5557063 9.7282073 9.5803006 7.9391948 9.8263621 7.9243980 8.7521471 6.3833794 5.9779278 12.5104962 10.5225208 8.9156957 11.4451550 11.2825545 9.2323773 10.3842802 9.7274971 11.8057800 9.5428465 9.8296351 9.0726780 10.0004422 4.5724107 8.2650435 11.6647062 10.8218946 7.1446644 7.9105492 11.2645540 8.5274250 11.3558417 7.9243980 10.0937720 11.0589125 7.2979434 2.8269857 NA 8.8816298 6.9342794 10.1435998 10.3060525 8.9131997 11.3827024 6.6878893 10.7918360 9.3624896 8.4451552 10.1366624 3.0614479 5.3244866 10.1313032 6.2630851 8.7784415 5.0970756 4.7834776 3.9094467 2.0614652 10.7042245 6.0156470 7.8375548 11.0938133 5.9798379 -0.2604975 4.1657914 11.0413046 10.4145975 11.1393346 11.0098180 10.6456616 10.4176826 9.1467904 8.9303967 5.8918080 11.0418760 11.8261565 9.8513104 11.2142426 2.8269857 0.3244650 10.0226110 8.0637030 9.1552645 10.7552861 9.7549378 7.3169512 14.1862506 14.4776149 3.1318364 11.1099376 7.7946154 11.1689294 10.2004904 -1.2604975 -0.2604975 -0.2604975 7.6313066 2.9094467 9.9904309 7.8892697 8.9256369 9.2738254 12.1927933 8.4137151 9.0624874 3.3833725 1.7395025 11.1036573 4.2313786 1.7395025 9.7852823 9.4606218 7.2627319 7.8993938 8.3634041 11.4539828 9.4181227 8.6282658 10.8522879 9.3001516 8.0793728 10.8119903 3.9046286 6.6643349 8.6388797 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 -0.420 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.350 -0.350 -0.166 -0.166 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.336 -0.272 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.112 -0.177 0.000 0.000 -0.420 -0.420 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.350 -0.350 -0.166 -0.166 0.000 0.000 11.007187 11.710887 12.455913 10.314116 9.952627 11.267244 3.646416 3.546882 7.426023 4.494409 13.638549 9.302833 11.246326 9.532882 8.248228 7.953842 10.729272 7.083819 11.008065 10.016229 8.434751 9.214192 10.054667 8.460622 7.294112 11.097624 12.032707 10.702419 10.350086 0.324465 8.641898 6.939195 10.259650 10.762584 11.376374 10.126463 9.482674 7.274798 10.028965 6.520883 8.566071 10.169452 7.600609 8.969543 8.909448 8.186606 13.048075 8.443426 12.105845 6.649535 9.698800 10.370245 14.407355 11.288585 12.796584 10.636233 4.546876 9.830958 9.853265 11.065390 8.979121 8.915696 9.013318 10.197416 10.828973 11.331045 3.198950 4.968340 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 1 3615 1855 kidney stage i t1a nx m0 male 2003 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.907416e-06 5.548845e-07 NA 10.6805813 8.8164356 9.8456056 6.8211426 NA 9.8809760 8.7903768 0.1440464 2.4572528 4.6251360 8.4868258 8.0786840 6.4659386 12.1053394 10.1870376 8.2681316 10.7065708 11.4631179 2.1440137 9.7151310 9.9319129 9.3321870 8.7277200 6.3072409 9.1820146 13.6321048 5.8988976 NA 9.9116431 9.6358634 3.3664062 6.0019913 12.6808241 9.6960389 -1.4410467 11.7456263 8.9663157 5.4170288 11.1011124 11.6734408 0.5590512 9.7745809 5.2594872 10.3068212 11.3061918 7.7611716 1.5590512 8.5604559 4.7488744 10.7195495 7.6753918 4.1440137 10.5208375 1.5590512 9.5222618 7.8877227 2.3663922 6.2525349 10.0112890 8.2367676 2.0184917 7.0865248 9.8093463 4.2869698 9.7776111 9.0081964 8.4538657 3.1440137 11.6135707 10.9494855 10.4523494 13.9597271 11.0720351 9.4978335 10.1169900 1.1439811 14.7909815 NA 7.2937576 10.3080791 4.6251360 7.2136836 8.0388279 6.7878660 3.0184739 11.0821196 8.4664493 10.0855471 1.7289653 -0.4410467 9.4897852 0.1440464 10.6494911 8.2577522 11.0115464 5.0019913 6.5420413 13.2432485 8.2801472 9.4621765 8.3824152 7.7709361 10.7340515 7.5132444 11.3935188 9.3966756 12.4747405 0.5590512 9.4629296 13.7797284 10.2831352 4.2594909 9.2464235 7.7289728 9.4546232 6.1956724 10.2724343 7.7660624 10.6109364 7.4201346 6.6831687 9.3131003 9.2724343 1.5590512 8.8340083 8.1847568 9.8034116 10.1970311 9.6451839 12.0047973 9.0061311 10.4139162 9.3672077 10.2472981 9.0007781 1.3664201 2.5590512 10.2092020 8.4883061 9.9083290 9.7902690 9.6048075 0.8809597 14.0952343 4.4897870 9.3542758 9.0806483 9.1920430 9.7824462 4.9340871 7.1174686 8.2971400 10.8319691 10.0914038 7.3887707 11.8419407 11.3032509 10.7324126 8.0408470 10.9923724 2.1440137 10.5866429 3.9853092 4.5814175 NA NA 10.0962662 9.2920632 8.9088819 8.0327538 9.4072716 4.4170288 9.8004352 5.0826089 4.4897870 11.4595373 10.2984065 8.1938590 11.4871960 11.9087437 9.0835894 10.0092280 9.9105392 11.8272974 9.1865818 9.1755967 9.6643015 9.0767173 0.5590512 7.1992925 10.8267124 10.5559943 9.9604607 6.9809861 11.9778228 8.9330004 11.1808708 7.8490666 9.7389569 11.3706232 9.2208259 1.5590512 NA 7.4324918 6.3728285 9.2827088 10.4565151 8.6197439 11.1416603 2.5590512 11.0094523 9.4621765 8.6544448 10.0568997 0.1440464 4.7289708 8.6007068 -1.4410467 5.0668426 2.3663922 3.0826174 2.7289653 1.3664201 10.8579696 4.6675743 6.1737571 11.3140897 8.2700434 -1.4410467 3.0184739 10.9739972 10.2581864 11.0759789 11.4162513 10.1411898 9.6812287 9.2190436 8.8114177 6.2421833 10.4782836 10.2411646 10.4934758 11.4066924 -1.4410467 NA 10.0573984 9.1561693 9.8205551 11.5459564 9.2323569 7.6960390 11.4912626 10.9996575 6.0509000 9.7049800 7.6817725 13.8422809 10.7818427 NA -0.4410467 NA 8.5841872 2.9513640 10.4749272 7.4838601 8.3728289 9.7075244 11.1076289 8.7525733 9.6943595 -0.4410467 NA 10.7299117 5.5363265 2.8069839 10.1788092 8.6753918 7.1663780 9.1874934 7.7239544 11.5967663 9.4771657 8.6947569 10.7182884 9.9437398 5.4538665 9.7017930 2.4659484 7.1477626 8.9154997 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 0.158710 -0.577260 -0.552910 -0.552910 -0.551810 -0.551810 -0.453320 0.035061 -0.561190 -0.571030 -0.563880 -0.563880 -0.019216 -0.097502 -0.567360 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 -0.552 -0.552 0.000 0.000 0.159 0.159 0.000 0.000 0.587 0.000 0.000 0.000 -0.453 -0.453 0.000 0.000 0.138 0.138 -0.561 -0.561 0.000 0.000 -0.567 0.000 -0.564 -0.564 -0.137 -0.137 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 -0.552 -0.552 0.000 0.000 0.159 0.159 0.000 0.000 0.587 0.000 0.000 0.000 -0.453 -0.453 0.000 0.000 0.138 0.138 -0.561 -0.561 0.000 0.000 -0.567 0.000 -0.564 -0.564 -0.137 -0.137 8.806975 12.120216 10.796557 10.929463 7.869660 11.244892 5.489784 4.728971 7.797453 7.927554 13.219768 9.451492 12.843727 11.464824 8.437191 7.983214 9.667572 6.530592 10.400612 11.082365 7.976900 9.445613 10.001888 7.955653 6.672790 11.579507 12.173067 10.505954 10.287819 5.778216 8.300515 6.575855 10.355899 11.345726 11.294392 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 male 2003 NA NA 90 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 3 2 3 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.421892e-06 3.814831e-07 NA 11.1735728 8.4728435 10.8041580 7.4878328 9.2753470 9.1758886 8.7268564 NA 0.1784916 3.5920862 8.7355638 9.2259162 6.3010334 12.2745370 10.4709588 8.2022556 11.0337499 11.5763914 1.4765891 10.1908509 9.7189856 9.3356224 9.1942819 7.2967841 9.4500635 13.2700054 5.1770447 NA 9.5972753 8.8986700 3.7985379 4.7985327 9.6811764 9.5560900 2.3510629 11.7166016 9.3874978 11.6515310 10.3413073 12.4341911 -1.1084253 8.9590772 8.9975513 9.9298759 10.9634403 9.3147588 -0.1084253 9.3673763 3.2135650 10.2785830 8.7054240 2.2135650 10.7980487 -1.1084253 8.7940181 7.7955248 5.8105048 4.7985327 9.8831647 8.8874101 -1.1084253 6.4385374 9.3653485 NA 9.7488463 8.2113150 9.2067924 4.6730023 12.5826884 13.5396071 10.4200970 13.8001762 11.0746578 8.4614983 9.5173517 2.0615688 15.1318006 2.5920862 8.1700923 11.2645079 4.3179046 7.9631053 7.6161570 6.9414914 0.4766409 11.2895848 8.0946235 10.9667877 0.4766409 1.4765891 9.3531223 2.7985275 8.9550378 8.0489898 9.8888222 5.4766053 6.9028695 13.6573433 7.8746365 8.8179388 10.0356636 7.1010964 11.1818403 8.9671219 11.3189557 7.6398356 10.3754586 NA 6.0311945 13.5317177 10.0157642 2.2135650 10.2801983 7.2796598 8.7449525 5.7620086 9.2158235 7.8164551 10.6897096 7.1156440 7.1724135 8.9374024 9.6178610 5.1584299 7.7496241 8.5938154 9.1276570 10.2436862 9.9257540 12.2939448 9.9550378 10.1490307 9.9590772 11.3612847 8.1207262 2.9791108 2.3510629 9.7284821 8.2967841 10.1360066 9.9469253 10.2850333 7.2579648 13.6091051 7.3551669 10.3351045 8.3073848 9.6498660 7.9028701 4.8916428 5.8341575 11.3309543 11.0830105 9.5155242 7.7371331 11.7579558 9.9929620 10.8835189 9.2967843 10.5246380 3.1395677 9.2782490 2.7985275 6.3510753 NA NA 10.2242389 9.3063281 10.1204615 7.7118218 8.8868306 3.5354931 8.5246381 5.6058884 6.6058884 11.2420296 9.5972753 9.3084403 11.2084900 11.5386515 7.4073426 9.9070578 10.1354119 10.5591979 9.4906259 10.5667178 10.5933824 8.0413898 2.9791108 8.2314929 11.3739466 11.7525630 9.2601492 6.5310196 11.6233861 9.5929494 11.6387868 8.1513860 10.1270588 11.0183473 6.5711231 0.8916525 NA 8.8559838 7.1862638 10.3884966 10.0279932 9.2101857 10.6506988 4.7985327 10.2999407 8.7387003 7.8660573 9.8867033 0.8916525 3.7496201 9.4433512 NA 4.7496254 2.0615688 7.6396677 4.4766085 2.0615688 10.8501955 5.8574262 6.5920832 10.7294718 6.8341575 NA 3.2839662 10.5622991 9.7418296 11.0643829 11.4838663 9.6398358 10.4648166 9.0876302 8.8458391 6.4190416 10.6585858 11.1945673 10.4985107 10.8926991 -0.1084253 NA 10.1753100 10.3100225 8.9028701 10.5377875 9.2882476 8.1204613 12.6901146 12.9101908 4.4152043 10.4235116 8.2747425 12.6861602 9.8937546 -1.1084253 0.4766409 -1.1084253 8.2818118 NA 10.6041741 8.6058884 9.4033956 8.8000353 11.3934800 8.9360369 9.5234292 -0.1084253 0.4766409 11.3171210 2.7985275 1.8916525 8.8326904 9.2645078 7.6893041 7.8400100 7.1631062 11.4548391 10.5054323 9.4989732 11.3706652 9.1419413 9.4200969 10.6255056 4.1707423 6.9469250 9.3293950 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 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 5 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 2.913144e-06 8.67007e-07 NA 10.65137249 9.03646295 9.97045020 9.04179301 6.59779633 9.85811391 8.91021668 -0.04126866 1.53246658 3.92837980 8.64525745 9.30157256 6.88949423 12.40023152 10.31814056 10.41784703 10.71420103 11.59764542 2.37378739 9.22632404 9.91827605 9.63882342 9.51142613 6.14197836 9.37308982 13.70733740 5.72252340 NA 10.03289841 9.79164707 3.73134619 5.21928471 8.79796073 9.48948855 1.95876845 12.31190384 9.71809050 9.50372141 10.74774714 12.38920957 -1.62637963 9.74557114 7.79375480 10.68979317 11.06640999 9.73902329 -1.62637963 8.83322629 4.81673793 10.69797506 8.19077830 1.69572662 10.00392515 1.09841956 9.64467379 7.99950342 2.07423139 7.12198723 9.89686639 8.67757519 4.07423139 7.62646031 9.37129160 3.76610747 9.53618581 9.58385695 8.85660263 5.15515419 11.27293614 11.45943295 10.36425309 13.64186129 11.14342575 8.64281599 10.37520270 3.98850292 14.76483667 -1.62637963 8.72583793 10.00041612 4.50307518 7.79375480 7.93221534 6.75317262 1.83321395 11.25031145 8.09595289 4.62172370 -1.62637963 0.69572662 9.52036312 -0.04126866 9.80529213 8.36673267 10.63353774 6.40170043 6.74448136 13.05305467 8.14693366 8.77253826 9.42364309 7.94744174 10.84843336 7.72030857 10.85508944 8.73134653 11.45876893 -1.62637963 6.62645958 14.30817625 10.08244740 -0.04126866 11.37959448 7.30748499 9.62764204 7.37941909 9.12198749 7.71364427 10.70443134 8.32507919 4.78318422 9.46390686 9.42432336 1.95876845 8.86765002 8.68440745 8.70471153 9.90566333 10.57408012 12.17655319 9.40100940 10.92068900 9.48427773 10.27993356 8.07774984 0.69572662 1.95876845 9.85761032 8.53492652 8.66394016 10.28855340 9.62112879 1.69572662 14.04326093 11.03445902 11.99458708 9.21850027 8.89931523 9.22632404 5.43988240 6.56855204 9.88406426 11.12282592 9.63059295 7.25643799 11.98930118 11.18235655 10.06858765 9.70190837 10.86012681 1.83321395 9.65527830 4.04622038 2.54371858 -1.62637963 NA 9.90858372 9.92790371 9.36673289 8.27012710 9.54454586 3.07423139 8.51845291 5.52354314 5.59053915 12.27814689 9.50693670 9.00041612 11.60786346 11.72127746 8.95593638 10.35750076 9.58324791 11.68113767 9.76718501 9.60621549 9.47314236 7.91295339 3.69572662 8.08975660 11.32635375 6.62679101 6.90906982 8.11330512 11.24992769 8.10511337 11.23332931 8.02484601 9.94175058 10.94198821 8.53240424 3.65919389 -1.62637963 8.38920971 7.24415925 10.08761055 10.76503807 9.12450159 11.06749923 6.15515419 10.73802223 9.13866602 8.60621531 10.43212459 -0.04126866 5.46125678 9.21850027 2.89735661 6.95499539 3.41818995 4.97370770 2.89735661 -1.62637963 10.04975150 5.29265661 6.52861195 9.81621969 6.94410528 -0.04126866 3.58324226 10.83629681 10.43415271 11.21221061 11.20688225 10.61309465 10.23294107 8.94365003 8.87306232 6.23463352 10.77066687 10.51398523 10.30490137 11.38134746 1.54374332 NA 9.93508252 9.05327455 9.01403945 10.92357916 9.42839891 8.04975164 13.60347706 13.26538838 3.28068912 10.19676366 6.51390915 13.29883891 10.76584359 1.83321395 0.37384306 1.18116617 7.66381353 0.69572662 10.52735922 8.36673267 9.01765082 9.24184543 11.25184541 8.90029384 9.41939731 2.54371858 -0.04126866 10.95475968 1.95876845 3.62172370 9.69853764 9.49468041 7.02125318 4.92838454 7.70471153 11.49030091 9.57591831 8.95122322 10.99080273 10.08514750 7.47182638 11.04621983 4.67391818 7.09147135 9.23952788 10.10341528 0.02043200 0.02043200 0.01056400 0.00747690 0.05366400 0.06680200 -0.39397000 -0.00622860 -0.09855000 -0.09855000 -0.09855000 -0.09855000 -0.51311000 0.02043200 0.02043200 -0.02184700 -0.51589000 -0.51589000 -0.51589000 -0.51589000 0.01056400 0.00747690 -0.00125680 -0.45297000 -0.49193000 -0.49193000 0.00041593 -0.01418600 -0.49965000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -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 -0.516 0.000 -0.518 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.447 -0.447 -0.493 -0.493 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -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 -0.516 0.000 -0.518 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.447 -0.447 -0.493 -0.493 0.000 0.000 10.272774 11.875010 11.039575 10.285186 9.524177 11.258537 2.958750 3.128689 7.774674 6.298607 12.668343 9.427558 11.891710 9.507842 8.177764 8.028430 10.162105 6.193973 10.521635 8.826036 8.121987 9.005454 9.954703 7.806336 7.342461 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 12.59515506 12.71642481 10.07813052 10.43212459 7.95122351 11.21004214 11.15658799 10.66486732 10.65671203 TCGA-CJ-6031 54 0 NA 1906 kidney stage i t1b nx m0 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 1 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.525932e-06 4.508437e-07 -1.4065984 10.0265421 8.6116785 9.9327716 8.1933913 7.2337232 9.9630757 10.0968370 0.1784916 1.7326165 3.4008385 8.0631200 10.0661691 5.6702937 12.4306134 10.6102866 9.1661784 9.7571280 11.7230833 -1.4065984 10.6739628 10.3624896 9.2346268 9.3968021 8.1709070 9.2136982 14.0377491 5.1170384 NA 9.8800361 9.8514553 3.9154062 4.0529114 8.8366522 9.4607571 0.5934972 12.1004057 9.5138312 10.8634816 10.8216957 12.2419482 NA 10.1882694 9.1140971 10.3349453 10.8458481 10.5842913 NA 8.5212561 5.5476750 10.6849137 7.5906574 2.5003687 10.4922081 0.1784916 9.1889970 7.5707581 -0.4065984 4.6595650 9.8300905 8.9900830 NA 6.7833034 9.3525343 5.1933893 9.8222969 9.0374577 10.2960840 5.7330289 11.7871761 12.8482855 10.9548738 13.9978216 11.0144912 9.0549578 10.3793394 -0.4065984 15.8461622 NA 8.3715554 10.3541982 4.4263654 7.6676197 8.1557209 9.6534986 1.2234225 11.4146544 8.4519879 6.1012740 -1.4065984 3.2939149 9.6213843 -0.4065984 8.9804187 7.9288689 10.1975681 8.3927600 7.0364220 13.5962054 7.4852618 8.7733875 9.7052661 7.1746791 10.1195471 9.3830119 10.7390921 8.4822215 11.4352392 NA 6.8126471 15.3379837 9.4460078 0.9154062 11.2368836 7.5447628 9.6186179 5.8602651 7.8222968 8.2100269 10.5164343 7.2337232 5.0364198 9.0762862 9.3366297 NA 8.7684040 8.8696028 9.1062187 10.0767902 9.6026070 11.8295478 9.5175485 11.1377183 9.9733982 10.6551870 8.1934095 4.1480637 2.2939296 10.0488055 8.2605898 9.0207911 9.9668872 9.9299849 3.5476719 14.0828559 9.0813183 12.3182053 9.6548496 8.6582211 9.6330828 5.0529114 6.9018178 10.1873362 10.6835908 9.7130679 7.0692113 11.4407686 11.0228850 10.5112233 10.7224392 10.7143641 4.3483670 9.1879614 2.5003687 5.3077236 -1.4065984 NA 9.2091080 9.5899518 9.8090113 7.7508255 9.8043443 5.1933893 9.1032532 7.6888755 6.9917520 11.8714921 9.4537894 8.8508663 10.7435429 10.9903506 9.3298802 10.4848823 9.4522363 12.0023387 9.3425096 9.7627770 9.2454270 8.8672738 1.5934972 7.8903944 11.5247699 8.3017692 1.5934972 8.1413756 11.4597913 8.4776490 10.9515800 9.3315706 10.0610838 10.8564540 7.6460467 0.5934972 NA 9.0742686 6.8318836 10.0651536 10.4028445 8.7343079 11.2860938 5.4008316 10.8253445 9.1840653 8.1652311 9.9471765 2.5003687 5.1633337 9.2852219 0.1784916 8.2799787 3.7227611 7.8601478 3.6809432 5.6915090 10.5650219 6.3213996 7.6967659 10.7599552 6.7250785 NA 4.1170384 10.8375448 10.6615847 11.0570027 10.8464393 10.6656109 10.0878339 8.6144581 8.1591518 5.4918082 10.8826327 10.7780438 9.8869499 10.8829209 0.1784916 NA 10.0369400 8.5018710 9.2921829 10.6092418 9.6371891 7.9922218 13.1494454 13.8179322 2.0529027 11.2291964 7.8474677 12.9232746 10.5308521 1.1784278 1.9154062 NA 7.6967659 -0.4065984 9.8748288 7.9510305 9.0018082 8.4913236 12.2644664 8.6622564 9.0435452 2.1784278 -0.4065984 10.6351375 4.1480637 3.5003687 9.8788806 9.3154320 7.4452276 7.3483661 7.9706886 11.0838278 9.7539800 8.4184371 11.1096708 9.4018152 9.3264935 10.7839204 4.6073895 7.2264738 8.4279493 10.5093577 0.00444110 0.00444110 -0.00301130 -0.00083160 0.37611000 -0.00013862 1.81430000 0.00041593 -0.00995650 -0.00995650 -0.00995650 -0.00995650 -1.22510000 0.00444110 0.00444110 -0.00559190 -0.37482000 -0.36743000 0.00069327 0.00069327 0.00069327 -0.00083160 0.00000000 0.00138680 -0.27691000 -0.27691000 0.00360760 -0.00360110 -0.07614500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.277 -0.277 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.277 -0.277 0.000 0.000 10.818384 11.620175 12.192112 10.352534 9.935553 10.716953 4.178444 2.593473 8.180318 5.869602 13.801217 9.339497 10.412460 9.040613 8.093324 8.373198 10.957887 6.946626 10.549128 10.690852 8.715012 8.554306 10.137124 7.680941 7.426368 10.755870 12.315218 10.1727943 10.2269276 0.5934972 8.6993868 6.8834974 10.1451865 11.1007774 11.2585921 9.9103255 9.6961102 6.7882355 10.1451865 6.6102867 9.3025622 10.5385563 6.8270975 8.0529098 9.0793077 8.0007460 13.0142938 8.3846413 12.0628657 5.6924579 11.9036650 11.0060482 15.1785142 11.7427491 14.0373607 10.8243994 2.4008385 10.4603708 10.3874879 10.5429402 8.6649407 8.8508663 8.8602648 10.0254981 11.2298763 11.5784307 4.6378710 6.0772943 15.0129224 10.8108302 9.9159699 7.1170404 9.1576279 -1.4065984 11.1177752 -1.4065984 12.9148427 10.9156741 10.8461437 10.8216957 10.3624896 6.0853312 4.7432241 9.0833261 9.0772940 6.9018178 12.8644276 1.5934972 13.2913147 12.4136573 8.5578190 8.6112192 10.1542888 4.7020036 0.1784916 10.3273410 8.3616627 9.5585411 9.6081962 12.0088239 12.4290353 11.9810918 2.9154062 10.0687051 7.8270981 9.0197431 10.4208210 9.4080607 2.9857919 10.4996173 5.7020036 8.2852219 9.8090113 6.6213838 11.5247699 11.0239308 NA 13.2487854 12.9094769 10.4950994 9.9471765 8.2427344 11.0772941 10.3533665 10.9057657 10.0268655 TCGA-CJ-6032 63 0 NA 3639 kidney stage ii t2 nx m0 female 2004 NA no NA kidney clear cell renal carcinoma NA NA white hispanic or latino NA NA 3 1 2 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.21381e-06 3.814831e-07 NA 10.4201268 10.0244653 10.7276518 7.6855478 6.7401423 9.1424482 6.6340051 -1.8180706 0.7786291 4.5567605 8.7694997 9.6421779 6.2261154 12.0448436 10.3481990 10.1820742 11.1964400 11.5827349 2.4296427 9.5254631 9.9955032 7.4923347 7.2288456 5.5304516 8.9121921 10.1028191 6.2478117 -1.8180706 10.2461280 9.7406210 2.7052923 5.3415944 8.6523811 9.3397006 -1.8180706 10.3948263 8.8804266 3.4671229 9.9890770 11.0605394 NA 9.5643462 6.6329327 9.9597991 11.5740395 9.3603869 NA 7.6594801 2.1817069 9.8563556 7.8019418 NA 10.7831122 2.7008836 8.8561793 7.9826217 1.1817387 7.4694342 9.4485087 8.8318763 0.7667224 6.1475062 9.3603869 1.1817387 9.2498286 9.9826220 10.3412781 4.4296494 11.8162427 12.1514683 10.9361920 13.6535877 11.8662515 8.3352742 9.6735752 -0.2332776 16.3839798 NA 8.6391030 11.0803234 4.2261154 6.7553697 7.6775773 5.1590034 0.1816751 11.2400521 7.0344391 1.5036540 -1.8180706 -0.2332776 9.4757683 3.7964316 7.8488339 8.0856036 10.3933063 5.0397043 7.1873461 13.8627957 8.1774893 9.2935098 10.0624535 6.2424177 10.6919967 7.5611008 11.2403903 8.2598727 11.7629226 NA 0.5036540 14.1171171 10.6207737 -0.2332776 11.7163897 7.7760467 9.2110093 3.5740409 9.4555177 7.7534748 11.6044439 6.8647161 3.9890754 9.4974377 8.1590019 NA 7.6934744 7.8786898 9.9663569 9.4296496 10.7895147 11.6541400 9.7904389 10.1582861 9.3064896 10.3183928 8.3404830 NA -0.8183249 9.6163503 8.8812945 10.2856655 10.4033092 10.3513339 4.4671229 13.0832961 9.7680927 14.5476514 9.4027049 9.9850460 9.0658927 3.5740409 6.5215722 10.5554029 10.9064491 10.0225000 6.1417230 12.6625981 10.4396991 7.8506069 9.9882717 10.3081038 0.7667224 8.6190997 5.0643655 NA -0.8183249 NA 8.6604916 8.8246762 9.3881260 7.9581548 9.0562348 2.8255821 8.4763428 5.1124583 6.0825898 12.3311516 10.2295276 8.8976839 11.5138985 10.7527636 8.3923934 10.5337655 9.8972551 11.2154891 8.6215530 11.3642716 9.5793967 12.0066808 2.3516566 7.9130414 10.1435335 9.1135158 2.5036540 8.8720955 12.1466946 9.0543970 12.1218521 6.5697387 10.4269776 11.0717963 6.4008914 NA -1.8180706 7.7363106 7.3491405 10.0011029 9.5348690 9.4057237 10.8609822 7.7208811 10.7543654 9.2075537 8.1124593 10.0046911 0.7667224 2.1817069 9.1838338 4.3516495 6.7853478 3.3110090 3.7052813 3.4296561 -0.8183249 11.2969283 5.7208804 5.7816351 9.5632001 5.0643655 -1.8180706 2.7666800 10.8323251 10.2928578 10.9401535 11.2653676 10.3672170 11.3557114 10.2541896 8.5653938 6.4733535 10.8332223 11.7082213 10.1806651 11.6107364 -0.2332776 -1.8180706 9.8633997 9.2020075 8.9761379 10.4694345 9.5182286 8.8372526 15.3542375 14.6081834 2.0886165 11.3558675 6.8478754 11.7738287 9.2464649 NA NA -1.8180706 7.8291804 NA 10.7638687 8.2823842 8.5847341 9.6132196 11.8706280 8.6745768 8.8468271 1.1817387 -1.8180706 11.1190958 1.6411761 4.6079871 9.4883533 9.1109804 7.7284042 4.1359206 7.1647159 11.8896204 9.9382784 9.6680542 10.7111526 9.6132091 7.5103971 9.5847341 4.1380117 6.9332657 9.7619807 9.2288459 -0.00124730 0.47856000 0.01140000 0.01209700 0.05736800 -0.00083160 0.00166420 -0.51928000 -0.02985700 -0.02985700 -0.02985700 -0.02985700 -0.00124730 -0.00124730 0.47856000 0.44003000 -0.50391000 -0.50391000 -0.50391000 -0.50391000 0.01140000 0.01209700 -0.50867000 0.00017391 0.01502800 0.01502800 -0.50339000 0.00471900 0.00249690 0.000 -0.453 0.000 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 0.440 0.440 -0.504 0.000 0.000 0.000 0.000 0.000 0.000 -0.509 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.453 0.000 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 0.440 0.440 -0.504 0.000 0.000 0.000 0.000 0.000 0.000 -0.509 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.861202 11.605888 12.088331 10.699883 9.558390 10.842832 4.112458 1.181739 7.198530 3.936610 11.716633 8.253654 10.519623 11.443288 8.256572 9.785348 11.523936 6.982622 11.175014 11.840603 8.460172 9.049757 9.159281 8.804689 7.336540 11.007277 13.208418 10.4849320 10.2925316 -1.8180706 8.4069295 7.6855478 10.4534768 10.2598728 11.5534987 8.5740394 10.0677996 8.2784374 9.7820996 6.0946119 7.0240725 8.7862752 5.2585378 4.8959666 8.5889897 9.6426898 13.5855995 9.4355696 13.5410255 6.9702773 10.1781955 12.1982692 15.8801961 11.0563193 12.4231839 10.8078874 -0.8183249 10.8957529 10.9472154 9.7377491 9.1220357 8.8976839 8.9761379 10.0451340 10.0482283 11.4963039 1.8821735 5.4105412 13.0211178 11.5977278 9.4237053 6.9231896 9.2902465 NA 11.4214697 NA 12.3780168 11.4669769 10.1467848 10.4943214 9.9955032 5.9826217 7.6267370 9.0224999 8.7955114 6.7363113 13.0470092 0.1816751 13.6609655 13.3589469 8.1618615 8.9425001 11.1187280 2.5740288 -0.2332776 8.4786382 7.7890523 9.3403317 9.0365904 11.0084691 11.0940500 9.8314273 0.7667224 10.0431967 7.2261164 8.7769794 9.6406412 9.7252372 1.6411761 10.1457018 0.5036540 6.1300886 9.3881260 4.2261154 10.1435335 11.2264577 NA 12.3589080 12.8625760 10.5237968 10.0046911 7.4763428 11.1122746 11.3043883 11.2000996 11.9172781 TCGA-CJ-6033 54 1 224 NA kidney stage iv t3a n0 m1 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 1 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 5 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 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 7 0 0 0 0 2.080817e-06 6.936056e-07 NA 10.1525657 8.5027204 10.3567159 7.3215710 2.7068620 9.7747436 8.6947757 NA 2.6587827 4.3182951 8.4882210 10.0600079 7.0604982 12.1020381 10.5099158 9.3980230 9.7457800 11.6784046 2.5369481 8.7230503 10.2847095 7.6349678 7.9463267 6.6349678 8.8734426 13.4694276 6.6610569 NA 10.2229988 10.1058423 2.4438188 4.6454596 9.0702659 9.1599031 3.8223427 10.9639869 9.0126695 6.2648573 10.9206403 10.4900412 NA 10.4138366 6.0126692 11.0967911 12.1156625 11.8815094 0.5369481 9.0287890 3.8588662 10.4524420 7.3949171 NA 10.4530506 -0.4631513 9.8292577 7.3378359 1.7068620 5.8767870 9.4134530 8.4765154 1.5369481 6.1951468 9.7043541 1.7068620 9.3839935 9.8526517 10.3875137 6.4011219 10.4303210 12.6590360 10.8321310 14.1807359 10.9399481 9.5696705 10.4871275 1.9963526 15.9301254 -1.4631513 8.7884185 8.1789880 4.5813332 7.3182961 8.2682552 8.3650726 2.3442888 11.1541739 8.3814378 15.2299465 NA 1.9963526 9.9173971 0.8588563 8.7548938 8.6467668 10.2442952 7.2984869 6.8543485 13.5137686 7.7218115 9.0136822 9.5091978 7.8060630 10.8982466 8.9260297 11.1626449 8.8200245 11.9144178 NA 7.0407620 15.5236336 8.9495060 0.1219437 11.2916148 7.6217442 9.5369360 0.5369481 8.9705215 8.2750285 11.4245375 7.4103801 5.2234380 8.2750285 9.0287890 -1.4631513 8.9087127 8.9860846 9.5779107 9.8889794 9.8900829 11.6104986 9.3223886 11.0204999 9.6023522 10.2610235 8.5553031 -1.4631513 0.5369481 9.9070786 8.3839932 9.2040475 9.8728846 9.8616792 0.8588563 14.2055718 9.1368489 12.0279122 9.1086886 7.4408177 10.2181745 4.0604971 6.5758554 10.4812821 10.5823545 10.2067070 5.1368476 11.3742979 11.5256207 8.4940379 8.1105830 10.8734427 3.1218940 10.0452954 6.1879874 10.3622923 0.1219437 NA 9.1010856 9.0297908 9.0867206 8.1312607 10.1297668 5.9547896 9.5041623 6.1067922 5.9463262 12.5981385 9.2674061 8.4983857 10.7353811 11.7225858 9.8486844 10.9238763 9.2792454 12.1625307 9.6809569 9.8734426 8.8566082 10.5077610 4.0287901 7.5397513 11.0501702 9.5130562 8.9484470 7.4879003 11.1825945 7.8745578 10.7645520 9.1387067 9.7366084 10.9749481 8.5127839 1.5369481 NA 10.9650345 6.2442953 9.6421898 9.7919646 8.7218115 11.6283714 4.3949188 10.7792885 9.4241566 8.6841409 9.7972676 1.1218774 4.4195793 10.2507521 0.5369481 5.4911316 -1.4631513 0.8588563 4.4195793 0.8588563 10.4065299 5.9292537 7.2984869 10.9090012 7.0644130 NA 4.1807923 10.9886623 10.4138366 11.2269340 10.9679112 11.0768219 9.7913742 8.2339034 7.3018080 6.3627855 11.0215072 12.0078491 10.0277869 10.4911324 0.5369481 NA 9.7469986 8.6110776 10.2128931 10.4628613 9.6739272 8.3475075 13.7474933 13.6596427 5.9378152 10.8289700 7.8166394 11.8703710 10.6250618 0.1219437 -1.4631513 2.2373802 7.5731094 -1.4631513 10.9081682 7.2373754 8.9963676 9.2707987 11.9303265 8.1807923 8.8730968 2.5369481 1.1218774 10.7258339 4.9463285 2.5369481 10.1298602 10.2159763 7.0287890 6.5312894 8.1124755 11.2625153 8.7907834 8.0991784 11.4963947 9.1228376 7.4940379 10.8162564 4.3198708 7.0604982 8.4983857 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 female 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 4 2 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 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 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 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 6 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 2.011456e-06 1.040408e-06 NA 10.9783055 9.5508443 10.3192814 7.9736589 8.0299442 9.3347633 8.6451522 NA 1.7541179 4.2000335 8.3886967 9.5356881 6.4344998 11.9802371 10.8032250 7.8774437 11.5490222 11.4326676 3.6975292 9.4485209 10.0265835 7.9134723 7.7437492 7.0480323 9.1377118 12.7394277 6.6322086 -1.8873666 10.1732681 9.6218524 2.6361258 5.2420613 8.4231848 9.5503243 1.4345081 10.4657190 9.5953802 2.2824991 10.5461577 10.6183838 -1.8873666 10.3521707 5.6824272 10.3572334 11.6961251 7.5367383 NA 7.7920523 2.9199312 9.7185147 8.3886967 1.9199121 10.2360211 2.6159106 9.7143431 7.3840351 1.1125667 7.6918880 9.5064988 8.6965952 4.1569628 6.3604995 9.1555995 0.4344548 9.1019667 9.2210967 12.2577083 5.1678557 12.6167724 11.0230276 11.1734370 13.8391895 10.7471564 8.6861247 10.7672083 3.2000335 15.9238215 NA 8.5048897 10.4723217 4.6517291 7.3122449 7.8641162 7.0898519 -0.8873666 11.2155321 7.1744564 4.9069868 1.6975514 3.7564256 9.3195866 3.6044272 8.9191219 7.5283142 10.3338572 6.0783558 7.0638567 13.6039243 8.1651402 9.3419920 9.6502759 7.6918880 11.0794327 7.6652414 10.8571958 8.0841158 10.7175887 NA 8.2379857 14.6227491 10.0819587 -0.3024041 11.0538033 7.3509772 9.4390018 3.1125667 9.3085595 7.7272820 11.8891081 8.9126633 4.9454626 9.6193756 9.1940558 0.9199121 8.1514910 7.8319608 9.1617401 10.2648571 11.2912371 11.5835564 9.5852630 10.0138162 9.1867137 9.8519309 8.2535426 3.4344948 2.8130115 9.7640724 8.2224027 9.7868307 10.5487632 10.1153872 0.9199121 13.8729023 7.0013159 10.2370167 9.4316798 10.2486021 8.6094259 3.0667609 6.4434890 10.0532528 11.5022035 10.0179592 7.1651402 11.6046833 10.5758411 8.7823430 9.8130119 10.4720472 3.1569628 9.0251623 3.3979809 0.1126334 -0.8873666 -1.8873666 9.4843488 9.7990727 9.6757685 7.6262997 9.1405128 5.5471999 9.2793629 4.4345015 5.9760153 12.2766935 9.5534413 9.5806871 11.6429785 11.2266398 8.4613002 9.9122585 10.2447506 10.8597162 9.2424991 10.9635404 9.5893184 9.1610591 4.2000335 8.0433095 11.5879257 12.6067353 2.8674616 8.1939358 11.1167927 8.8147449 11.6048010 8.4129246 9.8861236 10.9779188 6.5005902 0.6975070 -1.8873666 9.0104176 7.4941156 10.3470903 10.0164541 9.1913902 11.0062529 6.9517754 10.4919019 9.0484738 8.2026846 10.0700371 0.9199121 3.9952131 9.7721222 0.4344548 6.0194617 3.4344948 3.9454579 4.3793576 -0.3024041 10.8716281 6.4745155 6.1012572 10.0894943 6.9989085 -1.8873666 3.4344948 10.2063199 10.1195995 11.5367385 10.9590420 10.1763043 10.6385823 8.9990309 9.4440154 6.3878588 10.5593971 11.1363266 10.1661588 11.8256365 2.6975292 -0.3024041 9.6904730 9.8569857 9.1773149 10.9359395 8.9167032 8.5419790 13.1024545 14.6031881 2.4345081 10.8755770 7.3840351 12.3653854 9.9701644 -0.8873666 -0.3024041 NA 8.0492104 NA 11.2681051 9.0081476 8.9470434 9.0187112 11.9401134 8.7263616 9.1658738 1.1125667 -0.3024041 11.0842954 3.8130115 3.1569628 9.1487458 9.4418080 7.9102338 5.1569669 7.8757844 11.5886855 9.7716761 10.0209648 10.5081063 9.4601935 8.8016967 10.9283557 4.8255821 7.7473834 9.4123526 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 male 2003 2799 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 4 4 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.525932e-06 2.774423e-07 NA 11.30212058 9.98125045 10.25657138 7.64919150 7.23092253 9.26133006 7.89383361 NA 2.27700279 2.23738016 8.43283793 9.86099801 4.21138606 11.78881146 10.21506663 10.14812762 10.60338776 11.48293055 0.01492654 10.69211775 10.12350985 7.29110990 7.62478011 5.11652279 9.12089388 11.11630458 5.19820731 -1.57003596 9.69798001 9.89099061 3.98460758 3.75194568 8.59492992 9.30730693 NA 10.47339202 8.95358478 8.19986077 10.07523097 10.32559824 NA 8.28333241 5.99987827 11.28138158 11.04127831 8.39724935 -1.57003596 8.12176661 1.59993664 10.05801270 7.83516426 -0.57003596 10.89225417 3.05762356 8.24700655 7.99035588 4.83941545 7.10950265 9.77431877 8.53854748 NA 5.47441657 9.58230779 5.85628857 12.41274917 9.91534910 9.40084785 5.32483940 12.04514557 11.91131783 10.94202260 13.44482799 10.29149754 8.38567262 10.30922326 1.75193497 16.44154501 NA 8.42154480 10.68711608 3.38421562 7.67795074 7.62478011 5.37253775 1.44259853 11.30038763 8.30833448 12.41372909 1.01499793 3.13046966 9.61303800 4.78757351 7.75420340 8.58103935 10.21056262 3.88945407 6.93781752 13.91528619 8.16642473 8.52410051 10.69329215 6.82662729 10.54769524 9.56059345 11.28994590 8.37839024 12.03700639 -1.57003596 3.01498009 13.91490872 10.90144407 -1.57003596 11.82247452 7.08823490 9.14340949 3.33691175 5.69680899 7.99417238 10.98485156 9.03550240 2.23738016 9.66424158 9.46068994 -0.57003596 8.02621246 8.72119354 9.89711894 10.41764221 10.36960214 11.50470629 9.31876626 9.99845405 9.66663518 10.28761520 8.38754564 1.23738016 NA 10.10642082 9.04289135 10.28255240 10.61551782 10.54376507 6.83090178 13.51607618 9.15283038 14.15589504 9.67735707 10.37473500 9.16895963 3.01498009 6.39002446 10.96699859 11.26863597 10.09935097 6.85628732 11.78567544 10.79689150 7.63459399 8.98748658 10.62693233 1.23738016 8.65934662 2.75195639 7.03735367 -1.57003596 NA 9.43705021 9.06029008 9.52607918 7.52278002 9.06557770 4.76987222 9.67854345 6.02248100 7.05937907 11.57005378 9.72980324 9.42579014 11.13889125 10.58199074 9.15794334 10.17779636 9.90068178 11.74785944 9.65100575 11.55543638 9.16727036 9.52673807 5.26291418 8.74517244 11.32123701 9.25754813 3.33691175 8.77419669 11.77168073 12.03735322 11.49358649 7.43002261 10.22281325 10.60370005 6.23092349 -0.57003596 NA 8.80506218 7.50683834 10.36186846 10.14383904 9.72579176 10.53854738 7.40730261 10.87986280 8.81588535 7.21792572 10.06528755 0.43007113 4.40730516 9.77985705 4.01498901 6.96529830 2.88945407 4.01498901 4.53854437 NA 10.60681936 4.99987827 6.30038734 10.50369249 4.65883985 NA 1.01499793 10.94646163 10.52344052 11.15154936 11.19551622 10.12916154 11.69255823 9.57595498 9.22019208 6.51382075 10.59932161 11.44474082 9.92237687 11.23818270 2.01499793 -1.57003596 9.76149971 9.65100575 8.98076965 10.74488932 8.90372853 9.29110990 13.34767469 13.99967087 2.59993664 10.75785616 6.77236473 13.52570838 10.10333201 -1.57003596 -1.57003596 NA 7.87089238 0.43007113 11.40444287 8.88535015 9.13651902 8.93285459 11.60993198 7.98076965 9.12801572 1.59993664 -1.57003596 11.31762431 2.43001759 1.23738016 9.84417958 9.83356754 7.62478011 8.94078693 7.59492992 11.93670238 10.18907881 9.99178811 11.21056268 9.35854132 8.45654621 11.10112162 4.66632485 7.49880135 8.86360833 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 female 2003 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 1 2 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 6.589254e-07 2.42762e-07 NA 10.3091147 9.2034339 10.2239403 7.9629035 2.7552294 9.4404502 7.2331662 -1.7041594 0.8998717 4.5995737 8.6188469 10.0914259 6.7178573 11.4655604 10.9084302 8.2630184 11.2324299 11.9160118 1.6177216 9.7916471 10.3094636 7.2176330 8.3578383 8.7041219 9.3672544 10.9790169 6.1286811 NA 10.0317711 9.8551690 3.8503794 4.2026841 8.2887304 9.6322986 -1.7041594 10.2157726 9.1397130 2.8193616 10.2929715 9.8222912 0.8807247 8.6456260 5.7633983 10.6233446 10.2131641 7.5555355 NA 7.9324167 2.2957818 9.6875727 8.0836947 2.9962260 10.8019780 3.0383308 9.4016940 7.9378434 -0.1191969 7.7816213 9.5058544 8.4442687 1.2957818 5.3510735 9.1191593 -0.1191969 9.5649187 10.1408900 12.1699088 5.3292133 12.1359208 13.4819449 11.3675895 13.6013907 10.1381424 8.7167523 10.4363023 1.6177216 16.1777961 NA 8.5425328 10.4013732 4.3832550 7.5531800 7.9857901 5.6267078 1.7473444 11.3613765 6.6429701 5.4147343 1.8807639 3.2957965 9.5537690 4.4043173 8.0966920 7.5484574 10.2887303 6.8694396 7.0738695 13.7015983 8.0065982 9.0414664 10.8252225 7.3374515 10.1787980 7.4806674 10.6974715 7.8330102 10.5052454 NA 2.2957818 14.3798737 11.3000125 -0.7041594 12.9503162 7.7956377 9.4385374 1.8807639 7.6902550 7.7531726 11.9479648 6.9752725 3.5052431 9.5508206 9.4657170 NA 8.2887304 8.0271109 9.3216237 10.4691568 10.9983976 11.4420918 9.8947750 9.8489413 9.8030911 10.1989206 8.7535216 3.4250698 0.2958406 9.9761515 8.7356230 9.3938242 10.7075678 10.3285265 4.9105024 13.4025594 10.3520910 12.0030433 10.1357830 10.4455392 8.5649188 3.6533467 7.2644586 10.2131641 11.7404187 9.7886466 6.7674668 11.1754901 10.4581834 6.6577357 10.0338842 10.7500913 3.1537729 8.6593356 1.8807639 0.8807247 -1.7041594 NA 8.4781864 10.7712721 10.0853256 7.6988040 9.9122536 8.5353905 9.3167719 8.9988304 5.6415952 11.6189876 9.9495327 9.7283340 11.4630533 10.7931449 8.6426272 10.0808358 10.2194909 11.3837520 9.0926427 11.6038466 9.4218511 9.9210443 4.4455413 9.9003452 11.3323091 11.0523629 2.1031619 8.2748170 11.5413447 9.5915609 11.8424453 9.2752173 10.3309348 10.6653894 5.8035861 -1.7041594 NA 9.7428753 7.8675444 10.9966651 9.1404977 8.2844767 10.3319656 8.1738430 10.6148092 8.5543578 7.7613584 10.5167749 3.4657133 4.6177216 9.4436330 5.1537729 6.8769920 6.6086747 2.9338747 5.0237122 -0.7041594 10.9820736 6.3618806 6.3014157 9.1255147 5.0100368 -1.7041594 3.6177216 10.7605930 10.6864983 11.5009743 11.3420634 10.1553268 11.6754411 9.5915609 10.1222691 6.2047257 10.9875355 11.0188130 10.1059619 12.4286933 NA 0.2958406 9.9836050 9.4023549 8.7896474 10.7722850 9.3007147 8.8589884 12.9636797 15.4436230 0.6176746 11.9654522 8.7840842 12.3074560 9.8296084 -1.7041594 -0.7041594 NA 7.6902550 2.6881132 11.0414831 9.6406426 9.0991158 8.7664507 12.0587968 8.7996177 8.9398287 1.2957818 NA 11.1849157 0.2958406 2.9962260 8.9566793 10.1518284 8.0672816 6.0966920 7.9805406 11.3314503 10.1416741 10.6171564 11.0950736 9.8929693 8.2116713 11.0156086 5.5951844 7.8271737 9.0194528 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 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 4 4 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 -1.56875147 10.65541981 10.16370804 9.68614524 8.00854571 2.82344367 9.57895758 8.18915642 -0.56896547 1.89708550 3.18600922 8.71304655 9.93295378 6.08216821 11.95859364 10.58308455 9.98666435 10.74456654 11.88605849 2.13155656 10.06909996 10.26795603 7.85528275 8.33047370 6.97414840 8.88541604 12.54884091 5.00097349 NA 10.41339723 9.88438729 2.67904089 3.13155656 8.29065156 9.46453962 -1.56875147 11.26953272 9.00760087 10.27150120 10.32100087 10.70053561 NA 10.34550172 5.21247596 10.14536221 11.08396159 9.98522574 NA 8.05316837 1.75304823 10.42370096 7.31070002 -0.56896547 10.48888169 2.98999274 8.59602348 7.86782791 1.01606837 6.90279234 9.73546802 8.28598519 2.13155656 6.55523792 9.69555926 0.43114154 8.96930564 9.99288184 11.15349725 6.25766504 12.77800360 12.59484492 11.08261684 13.45474106 11.18600414 8.73261280 10.71969436 3.98570990 15.53190215 NA 8.45902252 10.11892966 3.78866483 6.75304422 8.10707371 5.68850490 1.16227450 11.35611464 7.97799194 0.01606837 -0.56896547 2.51858549 9.84844173 3.98570990 7.86990841 8.48368480 10.46729028 4.53964273 6.48639903 13.33983762 7.84262754 8.89668297 9.89310764 7.29530242 10.88842568 8.81590040 10.77956818 8.34400601 11.99586157 NA 4.40839938 14.70753188 9.96979056 -0.56896547 11.46522778 7.85738141 9.06138388 1.75304823 8.64178805 7.88232758 9.58719976 7.34400556 4.07497632 8.94878596 9.08485754 NA 8.53833368 8.78095078 9.65511834 9.69848851 10.76901727 11.47097300 8.95467849 10.65933404 9.53571531 9.45625625 7.84662620 0.75300543 -0.56896547 9.88592999 8.33047370 10.09611938 10.63017546 10.40732269 4.93891148 13.17658088 9.44653167 13.04657387 9.08664738 10.07587420 8.84791425 3.89054397 6.24489847 10.00381682 11.08843507 10.53145047 7.57322378 11.24296090 10.53767958 8.03102956 12.90456873 10.78921834 1.89056343 9.52356333 5.50793098 -1.56875147 0.43114154 1.75304823 9.15733481 9.81482100 9.08216821 7.73489723 9.82868426 3.43111478 9.16413209 5.50793098 5.74036634 11.94225156 10.39111854 9.36259284 11.90786285 11.50776526 8.83682201 10.18056711 9.75923058 11.43481022 8.75866928 10.63048228 9.36701826 7.49989530 3.18600922 8.32593457 10.99168828 11.84197870 -1.56875147 9.81160477 11.31318649 8.29993926 11.05316844 7.86365850 9.78481493 11.12176946 7.34699588 1.23848117 NA 7.93692822 7.24489752 10.18182362 10.77235747 9.29916748 11.00712849 7.42263837 10.97059054 8.55782093 8.01795642 10.15435093 1.43114154 5.31376101 9.14793601 2.95468023 7.73945592 3.75304823 1.01606837 3.82343348 0.75300543 10.84606607 6.33800716 6.42546938 10.04277783 6.06795918 NA 3.33801073 11.30532956 10.21697776 11.45296416 11.02170367 10.27189460 11.01936277 8.30302176 9.23147465 6.63827806 10.77319131 11.59335060 9.84262770 11.44566024 3.01608620 -1.56875147 9.78371185 9.59413721 9.01795642 10.59539512 9.46178371 8.50525818 14.96596663 14.61017043 0.75300543 10.86156920 7.20939098 12.87263435 10.03798450 1.23848117 -0.56896547 1.60103087 7.27973964 NA 10.90968154 8.79415622 8.40409630 9.09911528 12.26479740 8.40122257 9.20308465 1.23848117 NA 11.16222351 3.71651906 3.38530678 9.58403516 9.48775443 7.80832713 5.38531368 8.23686042 11.45174939 9.64178805 9.64967994 10.38603998 9.95614801 8.39256644 11.02940181 4.47900415 7.32896209 8.63813105 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 male 2003 2609 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 2 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.144449e-06 2.774423e-07 -1.8252101 11.1669046 9.3100965 10.1932287 6.2677848 -0.8249545 10.1480084 6.1285842 NA 0.5112656 4.4969544 8.4604309 9.8536286 6.9164958 11.4418151 9.9156527 9.7874364 10.4650474 12.1598920 2.2624933 8.7505677 10.2488354 6.8224867 9.9215428 6.6221119 9.1335812 8.7054347 5.2303106 NA 10.0990987 9.9975994 2.2624933 3.9299141 8.5380682 9.8637160 NA 9.6033888 9.0523126 9.3215971 10.4146271 9.4032460 -1.8252101 8.5237568 1.6344539 10.6825754 9.9042244 8.5336798 NA 7.7524576 1.3449421 10.5187695 8.1422546 -1.8252101 10.5861449 2.1741187 9.4954230 8.1551684 -0.2400772 7.3247755 9.1827566 8.2451496 0.4969225 5.1973976 8.7943314 2.1750135 9.7993671 10.7005493 8.9555683 5.5413507 11.1171288 9.4719448 10.5646599 13.7839186 10.0792868 8.6668815 10.1339436 1.3449421 16.2224454 -1.8252101 8.5281755 10.7844381 4.0330089 7.8632788 8.1750285 4.9299141 0.6655747 11.3975216 5.5596815 3.0819190 NA 0.9823639 9.8986895 2.9299235 7.3298466 8.0484727 10.4653354 6.2991494 6.6385532 12.9714231 7.5651973 8.6658795 10.5473495 7.2624914 9.7235615 7.6158974 10.5190470 8.2397713 12.2406130 NA 2.1750135 14.3310326 9.4265109 NA 13.0264360 8.0500097 9.2697660 1.4969736 6.8403650 7.5737721 11.0102895 6.4134333 2.8754655 8.6668815 9.6282992 NA 9.4650474 8.2874681 9.5603518 10.2890961 10.7695864 11.4085209 9.6548087 10.0796632 10.1146078 10.4259190 8.5302253 1.1750455 -0.2400772 10.1991293 8.4276942 9.7138819 10.4893286 9.6497486 4.7599920 13.2855934 9.8197862 13.4176072 10.3027005 10.0465488 9.0864205 2.7599867 6.9232217 10.8009656 10.9035868 9.6365079 6.1580219 11.2653577 10.6823277 6.0142325 9.7989100 10.8215872 1.4969736 8.9024044 3.9563913 NA NA NA 7.6608580 10.5646599 9.3636175 8.2207880 9.8685764 5.1057661 8.9037993 5.6588456 4.5325788 11.5321681 10.4309423 9.1094567 11.3847865 11.0866078 9.1319637 10.0079185 10.1679669 12.0006830 8.3437005 11.1415340 10.1002121 10.2347110 -0.2400772 8.5500680 10.9471369 12.3468590 0.7600080 8.8986809 11.4595635 9.1672588 11.1834572 6.1057661 10.5836236 10.9334600 6.5014583 NA -1.8252101 8.7814338 7.3374194 10.5668092 9.3348998 9.2262376 10.8672081 7.4229562 10.9527174 8.8789322 7.2112021 10.3642354 2.0819190 5.1523092 9.1255845 7.7618683 6.8892740 2.0819190 2.3449421 2.4229595 0.1750455 10.6666312 5.7219222 6.3094545 9.1145196 4.2937604 -1.8252101 3.2624933 10.6044353 10.6808401 11.5678826 11.2515102 10.3704007 11.4137318 10.3605235 9.8126768 6.0981774 10.3948021 11.1614039 10.0706039 10.9979976 1.3449421 -0.8249545 10.0345634 9.3126602 9.0675712 10.7941022 9.7961647 8.4776676 14.3970309 14.6728492 1.7600080 11.5113956 7.7801191 12.4668467 9.7576410 NA -1.8252101 0.9823639 6.5325803 0.7600080 11.2039913 8.6117401 9.2370746 10.1665504 11.5872014 7.0015771 8.8717787 2.4969480 -1.8252101 11.1299518 0.9823639 3.6985852 10.0879179 10.2001681 7.2939700 3.6985852 7.6946650 11.1810039 10.0751406 9.3679378 11.0593899 9.2098274 9.7552870 11.0519292 4.8671206 7.4604305 8.7869756 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 female 2003 2226 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 2 4 4 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 10.50002821 9.49868688 10.66158635 8.12205300 -1.57132159 9.32565512 7.04360698 -0.57153597 1.91785180 3.95212852 8.51602855 9.61529913 6.13592471 12.25660316 10.66458008 9.34145522 11.29719554 11.37364386 0.75052076 10.13764966 9.94081247 9.07332353 8.95506516 5.32338448 8.98411365 11.95090220 5.57831381 NA 9.66098689 9.69710796 2.95212852 4.96772658 8.29584468 9.39001565 -1.57132159 12.10617542 8.61096023 6.47841370 10.06609646 12.28508868 NA 9.37327801 6.54230758 10.01868508 10.89769891 7.76395594 NA 7.92242147 3.42857122 10.50136838 7.64531186 -1.57132159 10.41356457 1.60648961 8.87254530 8.15988496 NA 7.27718881 9.91489813 8.50404511 -0.57153597 7.14966482 9.21679484 0.01349799 8.88492022 9.83795680 10.75836223 4.42856452 11.40485433 10.68477456 10.71800844 12.94555855 10.92666715 8.46748491 9.92091985 3.47295560 15.66980426 NA 8.13937228 11.15286656 4.07242312 7.12553332 7.30201008 5.23592232 0.75052076 11.47227675 6.70096260 3.07241455 NA 0.01349799 9.32186746 1.59850813 8.43419035 8.33845918 10.23953910 6.08677740 7.16665821 13.43168845 8.05061760 9.58211789 9.68182240 6.83795711 10.87087959 7.06156129 11.28615816 8.24234717 11.66607462 NA 1.42857122 13.76147622 10.42645106 NA 12.27405594 7.52396256 8.84852592 3.92041717 9.16242859 8.05244741 11.35096448 7.16327531 6.21646845 9.55591544 9.16496775 -1.57132159 8.25987317 8.34145522 9.68772070 10.12596784 10.26343189 11.67560328 8.94426579 10.19136315 9.33995798 10.16708039 7.91837371 2.33545467 1.42857122 9.94525083 8.77618724 9.73807638 10.35152189 10.44014255 3.67649309 13.31311801 9.80631874 13.79140011 9.54750690 10.38130717 9.28810059 4.98315323 5.92041955 8.40727626 11.20026169 9.60224307 7.90632423 11.44259859 10.57513455 9.52988496 9.37693303 10.50471344 2.67649309 9.31110185 2.12901919 NA -1.57132159 -1.57132159 9.01540557 10.31235466 9.83477094 8.03033663 9.03556315 3.59849622 9.19757720 4.57831079 5.20992509 11.41725058 10.18803799 9.33470480 10.95188280 10.86735775 8.60971803 10.60380352 9.88748506 11.10187498 9.48249176 11.47193498 9.47773378 9.85640250 2.01353372 8.28965283 11.06473731 11.21178921 0.75052076 8.80248599 11.92129536 8.55268716 12.20828524 1.59850813 9.67114456 10.78886431 5.67649309 0.42857122 -1.57132159 8.23269673 7.32338358 10.43419045 9.90986084 8.37693325 11.01376316 7.84852592 10.55738185 8.97353035 8.28187533 10.35189341 1.59850813 4.12900269 9.35782424 3.92041717 7.42856620 3.12900269 1.75047788 4.04327450 1.59850813 10.92242132 6.64288493 6.41156014 9.89258577 5.58013945 0.01349799 2.12901919 10.89973303 10.30354720 11.37583753 11.67307838 10.04511474 11.61033931 10.34481862 9.79320401 6.81404021 11.03682069 11.06201523 10.04603330 11.95163769 -0.57153597 0.42857122 10.03172863 8.75724065 8.99652207 10.79187934 9.24474961 8.95897227 12.61413824 14.82403308 0.01349799 11.39091967 7.77208491 12.78735443 9.74880234 NA 1.01349799 NA 7.89413202 0.01349799 11.42009307 8.82409987 8.61839027 8.85901849 11.61885357 8.41725042 9.28818597 2.12901919 -1.57132159 10.88235097 1.23591083 3.33545467 9.46679900 9.78446750 7.71858493 5.29892953 7.80360549 11.47637146 9.84905256 10.09434587 11.05815019 9.90176429 7.76618766 10.02102298 5.00705194 7.31120882 9.14538527 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 female 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 1.525932e-06 4.855239e-07 NA 10.485042 9.872091 10.295947 9.429418 9.062565 9.627498 9.864782 NA 2.397502 3.042539 8.237551 9.601962 5.061396 12.360543 10.589023 7.757503 10.720162 11.791963 -0.205397 10.870755 10.341020 8.152160 9.115408 7.929034 9.420316 14.546256 5.169648 NA 9.538600 9.305372 3.839002 3.882496 8.616382 9.636958 1.964546 11.511427 8.930317 7.745892 11.504122 10.796016 NA 10.337639 6.023426 10.090376 10.691697 9.414827 NA 8.608389 4.549497 10.318659 7.774747 NA 10.249935 2.145090 8.442066 7.165295 0.794603 5.794608 9.450138 8.905743 2.701505 6.459943 9.106356 2.601958 9.318169 8.784711 11.864057 7.278423 12.531570 13.232099 11.261704 13.537022 11.226627 9.182625 9.798125 1.379566 15.980683 NA 8.184777 10.204529 3.794603 7.278423 7.918729 8.368255 1.946806 11.398002 8.282608 13.911479 1.601982 0.379621 9.086929 4.725343 8.572685 8.018609 9.834212 7.508853 6.652588 13.978088 8.270341 8.638529 9.468800 7.262213 11.183459 7.719420 11.298682 7.972027 11.509282 NA 8.312277 14.722640 9.792493 0.379621 11.173715 6.974517 9.294453 4.725343 7.116535 7.742975 10.924534 7.745892 4.220872 8.723866 9.644013 3.186928 8.554496 8.655695 9.190142 11.257365 9.612391 12.440934 9.473208 10.271860 9.748076 10.463049 7.481808 2.254050 -0.205397 10.131114 8.769022 9.368255 10.440266 10.028227 2.701505 14.772759 9.736389 11.552414 9.589835 9.918729 8.797423 4.467032 5.892639 9.978243 11.004670 9.967660 7.333766 11.207796 10.872425 8.980722 10.082320 10.664201 3.652590 9.163365 2.601958 2.254050 -1.205231 NA 10.137793 8.874092 9.920667 7.595507 9.923562 4.254042 9.077696 5.794608 7.341502 11.771530 9.145547 9.359710 10.820785 11.387298 9.147754 10.027628 9.972027 11.413910 9.409317 10.375808 9.678778 10.106356 3.794603 8.512284 11.400781 9.098719 8.477602 8.767903 11.637351 7.908349 11.609791 9.180470 9.980722 10.680685 7.416659 3.748805 NA 8.498511 7.508853 10.168016 10.197087 8.748804 11.236514 7.199749 10.470825 8.808628 7.704501 9.796016 3.254035 4.882071 9.585770 1.116564 6.800232 3.964528 4.981067 4.627496 3.839002 10.678014 4.882071 7.325989 10.571863 5.538364 -0.205397 1.794603 10.948476 10.574737 11.396842 10.528894 10.021622 10.903459 9.418489 8.884601 6.088769 11.498295 11.189606 9.495914 10.945941 NA -1.205231 10.114280 9.976381 9.167473 10.856316 9.194420 8.004061 13.390156 13.974283 3.116531 10.920667 6.929187 11.695852 10.266283 -0.205397 1.116564 1.794603 7.294453 2.601958 10.566963 8.796016 8.379570 8.931599 11.921796 8.061394 9.579692 0.379621 0.379621 11.098388 0.379621 3.042539 9.101808 8.958257 8.486351 6.302401 7.728298 11.251988 9.868749 10.303393 11.321107 9.594698 9.625915 10.690940 4.031483 6.748803 9.258132 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 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 4 4 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.317851e-06 5.548845e-07 NA 10.4853348 9.7264011 9.8992377 8.4235399 6.5647699 9.7391403 7.2461648 NA 0.9007219 3.6318842 8.4124483 10.0550950 5.8163079 11.9306751 10.5857272 9.0883314 10.4849568 11.6937252 -0.4125390 10.0116557 10.3490407 8.4203792 8.9958191 7.8542762 9.1130102 12.1617281 6.1031892 -1.4123470 9.9554501 9.9647000 2.5874850 2.7574073 8.0325042 9.5467670 0.5874610 11.1266482 10.0079760 5.9798059 10.5690567 11.0332802 -1.4123470 9.0873353 10.0753295 10.3581534 10.6098573 9.2581458 NA 8.2385409 3.1110480 10.1396782 8.0366379 -0.4125390 10.9653913 1.3948434 8.7439518 7.9947573 -1.4123470 6.3622770 9.6622999 8.3255816 1.1724235 6.9450411 8.9889451 6.4701317 9.7828616 9.6656402 9.5329333 6.3556735 10.9457148 13.0802815 11.8896999 13.7901872 10.3598040 8.7077274 10.7773140 2.1724555 16.2106922 -1.4123470 8.3851510 9.7785486 3.7574180 7.4943804 8.2948486 6.6481850 1.7622212 11.4090641 7.7377699 6.5003782 -0.4125390 5.0632225 9.4028726 3.2879303 8.0652476 8.2168462 10.4333715 6.5416852 6.7372365 13.8794874 7.1948199 9.0783403 9.7083752 7.5561565 10.0205271 8.7969429 10.7908374 8.3306409 11.7771596 NA 4.9798059 14.6814846 10.2136547 -0.4125390 12.3178534 7.4298394 9.5604693 3.6318842 7.0753294 7.9384287 10.7119339 7.0713047 3.4943772 9.0773373 9.2412303 3.9094179 8.2403344 8.4578540 9.4838218 10.5185962 10.4168158 11.6886460 9.3373588 10.5686999 9.8030224 10.2344981 8.3309774 2.9094083 1.5875090 10.2118280 8.7624153 9.3008760 10.3419594 10.0952841 5.3423770 13.8489600 10.1188709 12.3401837 9.5365866 9.2931219 9.1883314 4.6749521 6.7012316 10.9172858 10.8416323 9.9760449 6.6373378 11.3276876 10.8184105 9.5285369 9.1762041 10.8371955 2.4943900 8.9249888 3.6318842 1.9094275 -0.4125390 NA 8.5604693 10.5464046 9.5152674 8.0262811 10.0202923 7.6802463 9.0221175 6.8066579 5.5707119 11.9759104 10.2691671 8.8775084 10.5969682 11.1994364 8.9570867 10.4659236 9.9161643 11.5505661 9.2818473 10.9527182 9.3137075 10.7791656 3.0469275 8.8924111 11.3622765 10.4146138 2.3948434 8.5231554 11.5557962 8.8199105 11.2656494 9.7785486 10.2021993 10.8946902 7.4485764 0.5874610 NA 8.6828865 7.1836790 10.6878232 10.1487774 8.3867709 11.2989413 6.4701317 10.7154806 9.0733187 7.5761744 10.1601896 1.7574073 4.9450411 9.1620829 6.5987165 9.4800322 4.2021983 2.8354188 4.7560092 1.9094275 10.8169091 6.4516760 6.9139186 9.9706266 5.9711940 -0.4125390 3.5874850 11.0304329 10.6502102 11.3202928 11.0672697 10.2805408 11.3885915 9.4593947 8.8246158 5.5934494 10.7589790 11.6126290 10.0048146 11.8828279 1.1724235 NA 10.0011174 9.1061426 9.0642356 10.4501268 9.4172122 8.2457010 13.6584070 15.1578788 1.1724235 11.4229477 8.0551154 12.3654639 10.1193583 -1.4123470 -0.4125390 -0.4125390 7.2774873 2.7574073 10.7705106 8.2331480 8.9060322 8.6277790 12.0292665 8.2168462 9.2301819 2.3948434 -1.4123470 10.9395329 3.9094179 2.2879155 9.3440457 9.7199892 7.5931139 6.3688487 8.0158493 11.2920415 9.9974107 9.4454704 11.2636669 9.5614451 8.8855521 10.3680292 4.9552105 7.1071260 8.8389719 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 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA NA 3 4 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 10.5139468 9.0856937 10.3364653 7.6114350 NA 9.5768692 8.5144292 -1.4328440 1.5231103 3.9245940 7.8547531 10.0969591 6.2674796 11.9843657 10.5270426 8.6611182 10.3931918 11.7734445 3.9933030 10.4466239 10.3756026 8.0588939 7.8799238 7.2000354 9.2465207 12.9296694 6.6755647 NA 10.0473258 9.8018580 2.8889672 4.2674834 12.7812838 9.7001829 -1.4328440 11.0133485 9.3598308 7.5270422 10.6798059 10.8131874 -1.4328440 10.1311901 4.4739297 10.8881231 12.0593945 10.2131492 0.1519887 8.3235970 2.6545043 10.2522274 7.7065920 -0.4330388 10.8416575 0.8890062 9.5016824 8.0182519 -0.4330388 6.5613934 9.8197060 8.4709224 0.1519887 6.0264725 8.7142455 2.1519887 9.6775239 9.5132158 9.7046721 6.4312268 12.3624259 10.9695198 11.1501234 14.0923473 10.9068906 8.9593581 10.4573048 1.1519887 15.9662184 NA 8.6250323 9.8244285 3.8889672 7.4739314 8.0488399 7.4588241 1.5670586 11.3592208 7.4086363 10.7667129 -0.4330388 3.6963277 9.7300613 1.1519887 8.8197062 8.4109618 10.5450360 6.2674796 6.8934702 14.3791427 8.0264720 9.0315863 10.3426509 7.1292830 10.6910520 8.9985382 11.0593946 8.3202572 11.5787920 NA 5.3872212 14.4953970 8.8137812 -1.4328440 11.3101920 7.6624377 9.7550112 5.2949625 8.0264720 7.4062441 10.9864742 8.0141237 4.2108953 9.2027588 9.0488399 -0.4330388 9.3152334 8.4125305 9.8587868 10.6686881 10.3110335 11.6901290 9.8708213 10.6475251 9.7642572 10.6059596 8.5767851 0.5670586 NA 10.3219281 8.4062446 9.3738398 10.3951771 10.2992080 3.6114321 14.4557838 6.4435569 11.7161526 9.2855735 9.1387932 9.4918531 4.1216288 6.2252518 10.9580156 11.0568886 10.3169101 6.5270422 11.4194862 11.1373707 8.7432137 8.7849983 10.9891054 2.6545043 9.4547486 4.6963222 0.1519887 NA NA 9.8308965 8.6425196 9.6768712 8.0906026 9.7276557 4.9245940 10.0945176 5.6331289 6.0917781 11.9380004 10.1086213 8.8030549 11.8272251 11.3106128 9.1854260 10.3508573 9.8066392 11.3904078 9.2726729 10.0177364 9.4821731 9.1826702 4.6755676 8.1927495 10.8512863 11.4970812 7.2812865 8.9488972 11.5491429 9.1650932 11.5230537 7.6833849 10.1491826 11.0651418 7.0387160 1.1519887 NA 8.6677030 6.8244280 10.0447989 9.6317833 8.1158625 10.8996367 7.2288187 10.6510683 8.9322694 8.2622687 10.3118744 1.5670586 4.0905994 9.7363394 0.8890062 7.1177875 3.3219281 9.2487886 3.5670465 1.8889672 10.6817590 6.8753795 7.0588933 10.2589629 7.2015251 NA 3.4250161 11.1817505 10.5963278 11.6814336 11.1049870 10.7664062 10.8841705 8.1799091 8.8338271 6.7702423 11.3190030 11.9781543 9.9896311 11.6985761 1.3743996 NA 10.1018298 10.3093500 8.7994617 11.4333536 9.3360519 7.5443208 13.4509725 14.3061619 3.4250161 10.8838878 7.5079706 11.8325091 10.1571598 NA -1.4328440 2.8889672 7.2180924 NA 10.5421828 8.1387935 8.7040316 9.7155171 11.7752750 8.2674801 9.2981134 2.6545043 -1.4328440 10.8954350 3.3219281 0.5670586 9.3327410 9.3360519 7.7369654 5.3872212 8.1177875 11.4393307 9.6781763 9.5139468 11.2482790 9.7892317 8.6794801 10.6179096 4.2771591 7.6597976 8.9234927 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 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 4 2 1 2 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 1.040408e-06 3.121225e-07 -1.4473278 10.0324655 10.7254253 10.5670545 8.2321652 1.5526722 9.1111059 9.7101901 -1.4473278 -0.2024059 2.8006204 8.5694938 8.5456236 4.7226081 11.9673705 9.9862707 10.2224562 10.3171423 11.7420466 0.1376347 8.0545224 10.8513207 6.7670045 10.3183858 6.3728651 8.9610149 12.5525092 3.5526845 0.5526722 9.7772900 9.8059418 3.1376511 4.3600411 9.0354933 9.1572385 2.3600271 9.9146291 9.8740497 7.3274727 10.2975192 9.1413998 -1.4473278 9.0899038 6.9873140 9.5936598 10.0018339 5.5861072 NA 7.8450070 2.6401582 9.7946685 8.0742860 -0.4473278 11.0291176 3.2702299 8.6553565 7.8124283 1.7225972 6.9320635 9.6928759 9.0405254 1.1376347 4.1376511 10.4652005 4.6612080 9.4767555 9.2312855 8.0324657 5.5970782 10.8438532 12.4895992 10.7815040 13.0042184 10.8897497 8.3225231 8.8218119 1.8746003 15.2589115 -1.4473278 8.3142365 11.5943444 4.3855760 7.7049702 6.9277246 7.4168718 1.6586913 10.9771140 7.3495360 9.0090397 0.5526722 6.8380870 9.6677289 0.5526722 10.0018339 8.3158977 10.4456075 6.6295009 6.9014136 12.8669853 8.2991998 9.2574536 8.7325945 7.4075533 9.8669967 9.3981753 11.6016830 8.0344848 11.8836022 NA 7.7596998 15.5135809 11.6665902 1.7225972 11.2122353 7.5555002 9.8581770 -1.4473278 8.6228063 8.2479138 10.6069504 7.7886994 3.5526845 9.5929750 9.5785170 0.1376347 8.6361646 8.9201000 10.3104920 9.3926763 10.9668420 11.7387949 9.4767555 10.9718555 9.3839926 9.9107871 8.3997897 3.0121217 2.9450083 9.7100322 8.7548090 9.6729620 10.7872034 11.2275396 3.5526845 13.1944548 11.2583177 12.6012573 9.1756523 10.4539294 9.1196908 6.7958591 7.0445384 7.8678347 11.6602294 11.2248896 6.1225402 12.0370689 10.7033846 8.1357683 11.9818305 10.4516645 4.5299646 9.2216500 3.5970782 5.3075742 -1.4473278 NA 8.9883555 9.7892976 10.4648262 6.7572567 9.5175676 4.4595759 8.8264808 7.0038968 5.7718539 11.8191791 10.3303516 9.4353283 11.2341433 10.5694936 8.6638210 9.9471480 10.2162434 11.8010577 9.3134053 11.0208002 9.1774808 5.9450036 4.9277258 9.2539919 11.4800929 11.8098006 -1.4473278 8.0030923 11.1530628 8.8288096 11.9062457 9.0947499 10.5403047 10.8914217 6.0284189 -1.4473278 NA 9.2383101 7.1225412 10.8737678 10.6503882 10.0028655 11.0090397 2.5526968 10.5487315 9.0314550 7.6819685 10.9995101 3.2531270 4.8746150 10.0054414 7.1187397 7.2873947 1.5526722 3.1376511 7.6453630 1.1376347 11.3104920 4.9277258 6.8053505 8.5039700 5.2251091 NA 2.9450083 11.6454425 10.3138210 10.9705378 10.8191790 10.5342526 10.9290820 8.6883947 10.3580584 5.5429607 10.6563010 10.2457365 10.2806057 12.1123014 5.6079664 NA 10.0385146 8.9956287 8.8218119 10.9729087 9.1120623 9.1581648 14.1834075 13.9337212 NA 11.6128746 7.9231111 13.6388630 10.5788629 -0.4473278 -0.4473278 NA 7.9277246 6.0121172 9.6167543 9.1082330 9.0213093 8.2890870 12.9731061 9.4900590 9.0680401 5.1820407 0.5526722 11.6498944 1.5526722 3.3075742 9.7682182 9.7150765 7.8700527 6.5694941 8.6585939 11.7046532 9.9487549 10.3332250 10.3692690 9.2251105 8.4745261 10.1614021 5.2037376 7.1149281 8.9003065 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 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.491252e-06 5.202042e-07 NA 10.62549379 9.12710239 10.62573815 10.13673868 -1.90131096 10.27374316 8.73088276 -0.90158044 2.84265708 3.00539999 8.27343103 8.16862649 5.74955840 12.80359790 10.86234034 7.52477049 11.17231236 11.99767361 0.68347189 10.33422065 10.49403973 10.41761310 9.13055126 5.51635876 9.62891190 15.21044627 2.85339689 -1.90131096 9.74055726 9.15582031 4.93139468 6.19147382 9.19851085 9.66455964 5.57423778 13.12925888 9.18065462 9.37404811 11.31994161 13.18530524 NA 8.57626363 2.68347189 9.12156667 10.65740456 5.01736966 NA 9.32311017 5.42043524 11.41648336 7.67970599 1.90585148 10.43965461 1.87144942 8.38275111 8.33092629 1.09848693 6.02331746 11.25963741 8.65117478 1.42045545 6.27343197 10.29141477 3.59036249 8.91148487 7.89454496 9.28523875 4.62206940 10.93494649 10.62988697 10.20375934 13.31031781 11.57727516 9.46590939 7.11809597 3.05269411 15.10915384 NA 7.11531421 6.44280088 4.89292040 7.89616708 6.54144979 7.50364688 1.26843439 11.62537151 8.26209250 0.09855431 1.42045545 0.68347189 9.58080934 -0.31652811 10.41986993 8.29203076 10.14050682 5.33691175 7.67215304 12.62518817 8.55280472 9.10763426 7.97041079 8.82812633 11.03219254 7.33929686 11.63754314 8.11112993 10.89576180 -1.90131096 9.01289071 13.20576349 9.63620933 0.68347189 9.78193881 7.71689078 9.65069438 1.90585148 7.46264050 8.42718041 10.82642598 6.81618240 7.95181506 8.69841853 9.11461741 2.18596166 8.99332338 8.75582395 10.06789211 9.61617498 10.45578267 12.81950056 9.08221186 11.11896468 9.15175254 10.64997348 8.30054384 4.74236199 3.30795305 9.73240896 8.78413030 8.42727010 10.50364698 10.98819961 -0.31652811 13.53085170 6.10412905 4.05270280 8.73875061 10.11844370 9.28956476 6.10412905 5.61420629 9.23677745 11.24809390 10.64346995 9.44612697 12.08813954 10.93455586 9.92505397 7.25332372 10.39570838 3.49082681 9.56158027 5.02924084 4.55793693 -1.90131096 NA 10.49537788 5.76384177 10.62280236 7.14016513 8.34930158 2.74235121 6.25837759 6.22262684 4.87986747 11.80057000 8.35117114 9.56865596 10.92921883 12.30322950 8.89292131 9.79373384 10.23196886 10.86710341 9.63863357 8.60034261 9.01438487 7.09850588 3.79894220 8.48652292 10.99767361 1.70137162 5.63766531 7.42975822 11.07685848 7.98420197 11.93859500 8.64829034 10.26278396 11.06968982 7.52686539 5.51635876 NA 7.84333946 8.13055152 10.48220989 11.40128727 8.83744218 10.83659781 1.90585148 10.55275602 9.01513150 7.81103232 11.15243145 0.68347189 3.00539999 8.84753691 NA 4.47354666 4.24825398 0.90588998 2.26843439 1.79896293 10.43389585 1.09848693 6.55793693 10.54894354 7.23079959 0.68347189 2.18596166 11.45123868 10.20343182 11.61936972 11.07309942 10.20833618 11.10885883 7.89616708 10.68014156 6.45147654 11.32099861 8.57119631 9.48166989 12.33234987 6.98420197 1.26843439 10.89798957 7.89129584 9.24125078 11.18530524 9.69329668 8.73603622 12.66948781 9.87617189 -0.90158044 10.40627560 7.73507600 14.18468324 10.51345502 NA 0.68347189 2.00539999 8.77269792 -1.90131096 9.51165206 9.51160462 9.51213344 8.48544575 11.76783354 9.76650406 9.80324351 NA 1.42045545 11.32717396 2.68347189 4.30796033 9.35117092 9.05270199 8.16594007 5.26843065 6.23293124 11.66301232 10.37404811 10.67970616 10.97674812 9.43166641 4.81274978 10.03514344 4.80682927 6.80931154 9.71689112 10.16425820 -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 male 2003 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 5 1 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 11.3392217 9.3127952 10.2736763 7.3724167 -1.8541269 9.5915366 6.9243446 0.4679055 -0.6029638 4.9788958 7.9661836 10.5785463 6.8975478 11.5788072 11.4391886 10.4477863 11.5587065 11.9054765 4.0039889 9.7356555 10.2087251 7.6617040 8.4290929 7.3787370 9.1787388 11.1405523 5.1232854 NA 10.2979723 9.7440568 2.5383147 5.3844091 8.6267947 9.4864109 0.1460035 10.2397520 9.2919364 8.9757270 10.2951163 10.1897152 -0.8538662 8.9224375 5.6537995 10.5128730 10.6800640 8.0929104 NA 7.7862494 2.1460035 9.8028761 8.3915572 1.4679576 10.8955763 0.5922537 7.8840966 8.2093993 -1.8541269 6.9725525 9.8866283 8.7588728 0.1460035 5.8464432 8.9224375 1.6054469 9.7925631 9.8696652 9.9067242 5.8325052 12.0975723 14.2474671 11.7417280 13.3118927 10.4308284 8.2092647 10.8608938 3.1002040 15.8163494 NA 9.1842374 10.5079481 4.7607160 7.8568108 7.5889477 6.2440365 0.4737350 11.3310346 7.1389424 NA 0.1460035 5.5553959 9.3426065 4.8874717 8.3591087 7.9883546 10.5522093 6.7789996 7.3481279 13.7511945 8.0008727 9.5183252 10.7005932 7.8790195 9.6079953 8.1835515 10.8364389 7.9977536 11.3325829 -1.8541269 2.0529027 14.1612234 10.0404432 -0.8538662 12.2688324 7.9581815 9.5967002 1.1460035 7.8891559 8.1474125 10.9092167 8.1502251 4.6537995 9.3814203 9.3669872 -1.8541269 8.2970208 8.2662421 9.8988032 9.9549685 10.9158422 11.5651337 10.2414014 10.1509271 9.3778254 10.1063683 8.6725721 3.1002040 0.1460035 9.6408598 8.9257238 8.9042941 10.9048522 10.5452823 5.3259152 13.4042759 4.5210445 12.6010104 10.0855836 9.8386198 8.2427197 3.8464432 6.8568102 9.7907619 11.5568532 10.2649455 6.8975478 11.7860798 10.6095287 6.9371678 10.5348289 10.4900228 1.7309660 9.1471945 6.4903006 0.9533770 0.7310094 NA 9.5617462 10.8019822 9.9306392 7.8113400 10.0436457 5.2334663 9.3027196 5.3058757 6.0408223 11.7978409 10.3419916 9.8250445 12.2438719 10.7880560 8.5780764 9.8954549 10.0186792 10.6008177 9.3706089 11.1970433 9.5516777 10.3751236 4.1460035 9.3438353 11.2833157 8.2805462 1.6054469 8.7683034 11.4238729 9.4267751 11.8358932 9.3542388 10.3712118 10.8068916 6.1903976 -0.8538662 -1.8541269 9.4549122 8.0870517 10.9125333 9.8377479 9.0566472 10.6941038 8.8713706 10.4473862 8.6318337 7.8077825 10.8287795 2.5383147 5.4858551 9.9285931 3.9533584 7.2752874 4.8325052 6.9002908 4.7309660 0.7310094 11.0828263 6.5340211 6.2492917 9.4498021 6.3535562 -0.8538662 4.0528940 11.0337962 10.2947987 11.3257580 11.2673760 10.4007377 11.1445948 8.3566756 9.6127539 5.9737605 11.1778778 11.8403622 10.2957515 12.7888458 -0.8538662 1.3159140 10.0468712 10.2427196 8.0767419 10.9013573 9.0965602 7.7082466 13.6242368 15.7532769 0.7310094 11.6514438 8.7134948 12.3494288 10.1746012 0.1460035 -0.2689906 2.4679315 7.7826287 -1.8541269 11.1109084 9.5035564 9.4457848 9.3639621 12.0515794 9.1304228 9.0651210 3.2752902 0.1460035 11.3967469 -0.8538662 2.4679315 9.0408220 10.0611368 8.1544328 5.4497858 7.4104471 11.4061888 10.4045703 10.3382972 10.7696573 9.9984208 8.7243771 11.2543655 5.6635951 8.0693316 9.1247148 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 male 2003 NA NA NA kidney clear cell renal carcinoma NA NA white NA 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 2.358259e-06 1.24849e-06 NA 10.16825304 8.20640343 9.92424659 8.35737957 NA 9.77068190 6.32521010 -0.51292532 0.85718481 4.55310242 8.95868987 9.66754553 5.34499533 12.52987101 10.43245849 8.01253571 10.17788566 11.18159022 2.94645015 9.04064398 10.22721701 9.05306870 9.63167291 7.82454766 9.48560514 13.65564762 7.34499533 NA 9.93822580 9.36353162 3.01058293 4.39390352 13.69482976 9.69463909 -1.51292532 11.77443849 9.23772169 6.57447697 11.25540578 11.41256911 -1.51292532 11.01326935 10.51457510 10.60205828 11.34887701 10.99926128 NA 9.09988323 4.73494260 10.35853495 7.84456643 -1.51292532 10.16649478 NA 9.81849143 7.27164977 NA 6.77241751 9.22595137 8.04160330 0.07203718 7.28791457 8.75614130 3.48701035 9.58175213 9.11363643 12.05116417 5.54229830 9.90061613 15.43029640 10.57414599 14.67415406 11.01057664 9.54297496 11.28730791 3.07198571 15.58724581 NA 8.51768198 8.24190214 3.97886373 7.84016170 8.43099440 9.32069542 1.29437078 11.44520485 8.60105613 2.87933328 0.48697174 1.29437078 9.26097809 0.48697174 8.97183752 8.00271433 10.31911356 6.52593418 6.48701517 13.50508442 7.46429497 8.58109247 9.28305431 8.65066441 12.00803841 9.28386553 10.80894278 8.23688433 10.68300196 NA 6.92164341 14.86703598 8.32306512 2.73493718 11.14433309 7.27164977 9.94028526 3.73493718 10.16693457 7.55040973 10.65756570 7.55579315 3.39391038 9.80950625 9.48066077 NA 8.95767349 8.44701667 8.72183197 11.30938631 8.92372621 12.34208459 9.69646806 10.68975072 9.72601647 9.91694443 8.37616881 NA 3.73493718 10.38825865 8.92684569 8.89640567 10.19437385 9.38637167 3.24190118 15.13134979 1.48702321 6.14522705 8.54771047 7.47285652 8.74322344 5.02617151 5.55310242 11.24357097 10.76923436 9.90539438 5.13086911 11.55215475 11.18702081 10.58636244 10.28345998 11.24523787 2.48702321 9.21068425 5.05686961 -0.51292532 0.80892043 NA 9.41108490 7.50938232 9.32779266 8.59815041 10.08175917 3.61629888 10.97334694 5.24190118 6.95836479 12.17274899 9.97836669 8.70739296 11.55830940 10.97686266 9.38895258 10.43866369 10.02423309 11.44357231 9.52181359 9.89321961 9.88629254 6.04925611 1.65695393 8.20811386 11.11432056 9.11349944 6.76778587 6.09988218 11.48578137 8.16649453 11.18940386 6.39390523 9.84181497 11.23226879 8.62784428 2.07196856 -1.51292532 8.41479261 6.69646823 10.40848377 9.40438672 8.73968004 11.07361990 3.39391038 10.97648386 9.12725951 8.67930732 9.54838595 -0.51292532 5.31990329 8.95462033 NA 4.84456643 3.07198571 2.87933328 4.69646684 2.80894101 10.54500634 5.58504666 7.05306897 10.97456832 7.00405413 0.07203718 3.84456643 10.71041308 10.23016602 11.26714430 11.37366387 10.35313447 9.99579979 8.59030260 8.09803945 5.27583025 10.96148109 11.47782777 9.91380360 11.27185394 0.07203718 NA 9.88094138 8.71943571 9.54568290 10.74940320 9.15235051 7.13447355 13.89915444 13.20891489 3.87933328 10.55646448 7.60002736 12.37851360 10.40811178 -1.51292532 -0.51292532 -1.51292532 7.23520721 NA 10.90855617 7.36045910 9.15767081 8.10356373 11.87328134 8.52730458 9.48225900 2.18745105 1.07196856 11.05805621 4.65694250 1.48702321 8.94439553 8.84676408 7.20126040 8.43684144 7.89640567 10.88816088 9.68054009 7.97284369 11.40866967 9.59880232 8.11454870 11.06703767 3.76908407 7.61887146 8.64688591 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 male 2004 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 1 2 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 6 0 0 0 0 2.809103e-06 9.363676e-07 NA 9.9051499 8.9480480 10.1904281 7.4531982 5.8469019 10.0136885 6.7683114 -0.6368850 NA 3.4923660 8.0123418 10.8959283 6.3798930 11.8272483 11.3609706 9.5645967 10.5317576 11.9766447 2.9480401 9.8514277 10.3644936 7.9555424 7.7446287 7.6438562 9.0548289 10.3281481 5.9480471 NA 10.2510675 9.4846189 2.8225262 4.6484885 8.3644936 9.5670451 NA 10.0212969 9.8194399 1.9480401 10.4660454 10.0961008 NA 8.4598004 5.0910058 10.3425106 11.1788690 9.6432763 NA 8.1736572 2.1704379 9.8792778 7.9574103 NA 10.6911909 2.1969847 8.1062368 8.0195101 NA 6.7294073 10.2050429 8.5191684 0.3631150 5.1832642 8.5907012 1.6849982 9.1864528 9.3729140 11.2567661 6.8388194 11.9194574 11.7425992 11.9805529 14.0396486 11.1206838 8.3389333 10.6571317 2.5330151 15.8038897 NA 8.5882930 8.2257227 4.5919068 7.8101687 7.4558426 7.4611176 1.6864333 11.4447353 7.2318768 NA 0.6849982 5.0212976 9.4525359 3.6110071 8.8579409 7.8163559 10.3324720 6.1378723 7.7511028 13.0887180 7.7140243 8.9629983 10.5163207 6.6984755 10.5864355 7.4074794 11.0315273 7.9099801 11.1991358 NA 2.6850207 14.6281144 9.1840620 0.3631150 11.6893744 7.8649228 9.5248471 3.9176704 7.4794294 7.9685649 10.9179141 7.5774047 5.1444462 9.2541095 9.7283142 -1.6371094 7.7724762 8.7018218 9.8693930 9.9056337 10.5248472 11.8297877 10.0888777 10.6014901 9.5235872 10.0935556 8.7785207 0.9480775 6.2639527 9.5682678 8.8448849 9.0996311 10.5398819 10.3432250 4.2699757 13.7333301 2.1704379 11.5757338 9.6374635 9.7430053 8.2411361 2.4505382 6.2396023 11.3701127 11.1575013 9.8342525 6.4716102 12.3467871 10.7443580 6.5077439 9.9162346 10.4942993 1.9480401 8.8897412 5.4611160 1.6849982 -0.6368850 NA 9.5707100 9.5160039 10.1158842 7.4291749 9.7425776 5.3055985 9.6934422 4.7206396 5.9555430 12.3555812 10.1619622 9.5535274 11.5117209 11.2599854 8.7430703 9.8301815 10.0491481 10.9003038 9.1129547 10.6881097 9.7751260 10.1125359 2.9480401 8.6895148 11.2605528 8.6866805 3.1179776 8.7515872 11.6913396 9.3011948 11.8744675 7.9291394 10.6731301 11.1458789 6.6345483 1.6849982 NA 9.1493552 8.1345747 10.6278212 9.4040601 8.5405051 10.9063590 8.9205491 10.3626909 9.1460837 7.5330104 10.6756848 2.8866477 3.4505514 10.4745472 2.1704379 6.4452351 6.5179040 5.1308732 4.9014703 0.9480775 10.6850136 6.4923692 6.9997103 10.6345981 5.5856386 NA 3.4923660 10.7489478 10.3360652 11.3355268 11.3743127 10.2003191 11.0264212 7.7532542 8.8356241 6.2967767 11.4640762 12.6374636 9.8920279 11.6023856 NA 0.6849982 10.0337417 9.1872486 8.8327274 10.8569409 9.4472293 7.5603023 13.8894624 14.6299451 1.1704379 11.2864129 7.2645252 11.8716230 10.3241733 NA 0.6849982 -0.6368850 7.7809380 -1.6371094 10.5578423 8.9224625 9.5652093 9.0346265 12.0195103 9.0927061 8.8434010 2.7554004 NA 11.7068263 0.9480775 2.2699906 8.7997971 9.5330104 8.3517701 5.1832642 7.2729787 11.6049196 10.3099917 9.9583429 10.6319198 9.7623794 9.4217537 10.8631804 5.1414246 7.5305039 10.2214550 9.5223261 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 female 2004 NA no NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA NA NA 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 male 2004 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 2 2 5 1 3 5 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.976465e-07 2.080817e-07 NA 11.3169567 9.1733396 10.4709016 8.6919009 0.9984122 10.0932834 9.7668762 -1.3233715 3.7745130 3.8057671 7.6101766 9.1773276 5.4446704 12.4107721 11.1916929 8.1215009 11.3937338 11.9702448 3.2614556 10.2430155 9.4363740 9.2838162 8.4902669 6.4179521 9.1773276 14.3015676 2.9984122 0.2614706 9.8841102 8.8539052 4.5591308 5.9245085 11.3767088 9.4676487 9.2010275 12.2504880 9.8057689 8.2482383 11.1189110 12.2128545 NA 11.0523398 6.7797732 10.1793176 10.9572566 9.3734533 NA 9.2358630 3.5344725 10.4284482 8.2059164 1.8463930 9.8322275 1.2614706 9.3146773 7.6932939 0.6764480 5.3629853 10.6483886 8.8464109 2.9984122 6.7745183 10.1773277 2.2614405 8.8363572 8.5453086 9.2838162 4.3489122 11.5916650 12.8608188 11.0455378 13.2549175 11.9400485 8.7208390 9.7002401 2.7639427 14.7166043 1.4838287 8.3559659 9.0794979 4.6072238 7.4578454 7.2911956 8.1603016 1.9984122 10.5867538 7.5089642 1.2614706 -1.3233715 1.2614706 9.4171099 1.2614706 9.7160903 7.8031902 10.0400731 7.3803892 7.4741472 12.9731153 7.8211438 8.8859391 9.6665897 7.7718829 12.2342116 9.0129924 11.1990674 8.1048461 11.2183085 -1.3233715 8.2214503 14.1637603 10.6584098 -1.3233715 10.4950680 7.0558637 9.3717141 2.6764931 8.4870574 7.9779822 10.7181450 8.5908711 6.4578454 9.0901137 8.9848249 NA 7.5251089 8.5077931 9.1961221 9.6422702 9.6644603 12.0118217 9.5085847 11.0647723 9.6153302 10.0196715 7.8465861 4.9053028 2.2614405 9.7639486 8.4870574 10.4226264 9.8102702 10.1961221 1.9984122 13.7272273 5.6877130 9.9699574 9.1142379 10.6842140 8.4822296 5.6306821 6.5282353 12.0603251 11.5150988 8.9995406 8.1562662 11.6788385 10.5453084 9.2708104 10.2698769 10.4073805 4.7425776 9.8203729 2.3769293 4.2000492 -0.3235520 NA 9.9142933 8.8338328 10.3656102 7.3275374 9.0180491 3.9618918 9.1194293 9.3338043 5.7634169 11.2365798 8.5172639 9.7009330 11.2007826 11.9809797 8.3524430 9.8357264 9.8998842 11.2458668 9.6197332 10.3026511 9.9670807 9.7612943 6.1603011 8.4162664 11.1266661 5.2368944 1.6764931 6.9646597 11.1246021 8.4044063 11.6560896 7.0384296 9.9010904 10.8035128 8.2000477 0.6764480 -1.3233715 8.3559659 8.0985506 10.3026511 9.8141175 9.0274250 11.1191702 4.1359206 10.8005263 9.0805631 8.1822975 10.7304117 1.9984122 2.5833747 9.3462566 0.2614706 6.3975857 4.1683372 4.2614481 4.3769224 3.7208804 10.4962657 5.0858750 6.7208804 10.1898532 6.6012984 -0.3235520 3.5344725 11.1194293 9.7843567 11.3603577 11.3288827 10.4557948 10.1995576 9.2623873 9.0319360 6.9665043 10.9359349 11.3851387 9.8992808 12.1723408 -1.3233715 -0.3235520 10.1486689 9.0296326 9.0263198 11.9647752 9.0698764 8.3838451 14.3370110 13.8583757 -0.3235520 10.6530499 7.6822790 13.2329320 10.8501629 -1.3233715 -0.3235520 NA 8.4363738 2.4838287 10.6361256 9.8908049 9.0879969 9.1152778 11.6270417 8.7290537 9.3620144 1.2614706 -1.3233715 11.8627549 1.8463930 3.9984122 9.8275023 9.1471446 7.3311221 7.0029151 7.4966645 11.7278647 9.9297423 10.5773526 10.7748469 9.6451526 8.4578454 10.8498507 3.6814380 6.9053040 9.7392066 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 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 3 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 2.49698e-06 9.363676e-07 NA 9.4336128 9.8764827 9.5151362 7.7366637 8.4800352 9.3940521 7.5849753 NA 0.7418337 4.9274177 8.6769042 8.9937058 8.3650280 11.4942062 10.1032146 8.6954820 10.9617510 11.7120238 3.8871548 9.1683635 10.1286212 7.9873709 8.6640536 6.2987866 9.4434805 11.9788150 7.0840473 -0.8408875 10.0870126 9.9323739 3.0172093 4.5856656 9.6415384 9.7762429 NA 10.5975067 8.1350828 9.4630155 10.5720691 10.3307242 NA 9.1343660 3.0172093 10.8270115 10.1017492 7.6490830 -0.8408875 8.0914497 1.9665781 10.0426416 8.1760430 -0.8408875 11.1135509 2.7549730 9.4845176 7.4675738 0.7441611 7.0265135 9.0349841 8.3378997 0.1592417 6.0172160 9.4204893 0.4811956 10.0268995 10.7730241 11.6137910 3.9921249 11.7489958 10.5485971 10.1192366 14.1533229 10.1464987 8.9968627 9.4024086 0.7441611 16.6403758 NA 8.0661253 10.4808810 4.3880517 7.5515522 8.4800352 4.0418738 2.0728261 11.4096811 5.7764462 1.7442042 1.3291810 2.0661236 9.7702595 5.1479213 7.8734804 8.6749344 10.6988782 5.3784041 6.6349678 13.7163094 7.4213294 9.0548100 9.0578361 7.5364454 10.4951665 7.9665897 10.6331941 8.6420427 11.9978477 NA -0.8408875 13.3900057 10.4289458 -1.8406292 12.6587692 7.5558392 9.4089407 1.7442042 8.6390150 7.7080568 10.6565875 6.6309092 3.6510861 9.3820295 9.2138389 NA 9.2710224 7.6650459 9.2473603 10.6884211 10.6638054 11.7540363 9.3638058 9.8338682 9.7628610 10.4121957 9.0293372 1.6186615 0.1592417 10.5348172 9.4405852 9.8206876 10.2755786 9.5520886 5.8457359 13.6122802 6.4811633 13.0442160 10.3054851 9.7954061 9.2768777 3.3686846 6.9568965 10.9247280 11.0489287 9.9128693 7.1648597 11.1610281 10.7988015 8.5342741 8.0691275 11.2770401 2.0661236 8.9879504 3.3291667 2.4811698 -0.2558389 -1.8406292 8.3613587 10.7704900 9.0966084 8.3178445 10.4644443 4.0418738 9.8048932 5.1134296 4.5083146 11.6651702 10.6640536 8.9015442 11.9176661 11.4615880 9.2419560 10.6535902 10.0070751 12.0464553 8.4154435 11.1359778 10.2400521 11.0092261 2.3291523 8.6896409 11.2418827 12.0340892 3.6827980 9.4122195 11.9263846 9.0623633 10.8161064 8.9132871 10.0814474 10.8557676 7.4834152 NA -0.8408875 9.7771613 7.2280125 10.2380526 10.4572972 8.6680198 10.5836634 6.5123818 10.8988676 8.7940457 8.0078576 9.8747678 0.7441611 5.5686250 8.8930973 6.1704619 7.6390150 2.6186615 -0.8408875 2.9665966 -0.8408875 10.8805475 6.1134317 5.3784041 8.7466467 5.9223144 NA 2.8030823 10.6744417 10.6168721 11.7113033 11.4954622 10.9891555 11.7776202 8.9340216 9.2703638 6.2312865 10.1553550 10.2101037 10.1393742 11.1172435 -0.8408875 0.7441611 9.8338682 9.7314613 9.1960950 10.4763646 9.3735538 8.3102510 13.0956886 14.3921240 -0.2558389 9.8888554 7.2619980 12.4538554 9.7143031 NA -1.8406292 -0.2558389 7.2987857 NA 10.7530926 8.9348449 9.2962259 9.6052841 10.8398140 7.7460742 9.3081117 2.0661236 -1.8406292 11.0309474 2.9665966 1.9665781 9.8470478 9.4990847 7.0899716 3.9405990 7.5917766 11.2728140 10.0551886 10.0090306 11.4577269 10.0988139 9.5429390 9.7661025 4.4101986 7.7994798 8.2612102 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 male 2005 669 NA 100 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.288899e-06 5.548845e-07 NA 10.5237442 9.2681850 10.1895131 7.9423802 1.1414982 10.4372494 9.1210105 NA 0.8492787 6.2569578 8.4857766 9.2699044 8.6728620 11.7463425 10.3937517 9.3021922 11.0033429 12.4558749 4.4391643 9.2447684 9.8026648 8.3427876 8.2724800 7.4931557 9.5635452 13.8669533 6.6063667 NA 9.9434583 9.9375201 4.1712309 6.0878998 11.1099073 9.9445354 2.2569503 10.7750813 8.8303136 8.7075345 11.0910641 10.3921737 -0.4433989 10.3484948 6.0643116 10.2797523 10.3638729 9.5157954 -1.4433989 9.0888738 3.5107088 9.9812092 8.6896601 -1.4433989 10.3307120 2.7288348 9.8282554 8.5691424 2.5565275 6.6545501 9.6459686 8.8568706 1.8784507 5.8233035 8.9008140 6.6909436 8.8580143 10.5139829 10.3101526 5.2707644 12.3697210 12.7344825 10.0210638 14.0499669 10.9088374 8.8930245 9.4314993 -1.4433989 15.4680504 0.8784507 8.2946102 10.8744958 5.1111065 7.5844236 8.5237442 7.1414808 2.4401283 11.1452327 9.0113416 14.3927410 2.2569503 1.7264389 9.9531228 3.0159435 9.3957218 8.0839951 9.7990967 6.1638489 6.5677447 13.5739789 7.8941399 8.9173652 9.5995452 9.0159497 10.9615025 8.2342378 11.2414857 7.9743704 10.2430185 NA 7.3013517 13.6040680 9.8722336 5.2430178 10.8502770 8.9563300 9.2030768 4.6650402 8.8488395 7.4543635 11.4361012 7.9827826 4.4872548 9.6992632 9.5004979 2.9488438 8.8291478 8.8625797 9.7189094 10.2920740 9.9680290 12.2168906 9.4761263 10.3304813 10.1154170 10.0908209 8.9254500 4.3114087 0.8784507 9.4551194 8.8896734 9.8604414 10.1433578 10.0025674 2.7264389 14.7092980 7.0281934 11.3778934 8.8522870 9.7481942 9.4429767 4.4634067 6.4082669 10.9822584 10.7423226 9.8279811 6.9358958 11.3635549 10.7549631 8.9140699 8.8568706 11.3335678 4.0800777 9.3887197 3.8784507 4.3638719 -1.4433989 NA 10.8849124 10.3731017 9.3846545 8.3063876 9.1825190 5.5677462 8.8659943 6.2569578 6.3313057 11.3438084 10.2806055 8.8372889 10.8367088 11.8675567 9.0231042 9.3509339 10.3448285 11.2504405 9.1647727 10.2539200 10.0951919 8.8806987 3.4634132 8.5092592 10.8801358 8.6381745 9.0956768 8.2518161 11.5800991 8.3766971 11.2202985 7.5816578 10.0478700 10.5864953 7.8806984 0.5565030 0.1414328 8.5830414 7.4813304 9.6851568 9.5430711 8.5899410 10.4960972 5.6439803 10.4576376 8.4990326 8.8773185 9.9947900 3.1414818 5.3247026 8.9659089 -1.4433989 6.6754589 3.2569503 7.5821563 5.0956755 2.0159614 10.5747182 4.8419178 6.4082669 9.9846479 6.7105764 -0.4433989 4.5788844 11.1656967 10.0810597 11.7287892 11.6759455 11.7220531 9.9211999 9.1442955 8.7792768 6.0748950 10.6087464 11.4172170 9.6219341 11.1185219 NA -0.4433989 10.3711004 9.6056858 9.2093630 10.5593330 9.4490607 7.5536976 13.2712465 12.4723974 4.2289418 11.2495693 7.0437951 12.1735262 9.7201676 NA 1.1414982 3.6009120 7.8557263 1.3639000 10.1717476 8.3686955 9.1168508 10.0225945 11.0151809 8.8419203 9.6118682 3.3638719 0.8784507 11.3317167 3.1414818 4.1414818 9.4543635 9.1043765 8.1187605 7.8020704 8.3147414 10.9693524 9.4237966 9.9927090 10.9916673 10.2303924 8.8545804 10.3333622 5.2844401 7.8091835 9.2818844 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 female 2005 NA NA 90 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 5 1 2 3 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 1.421892e-06 3.468028e-07 NA 10.1745326 9.9351779 10.0153947 8.6574617 8.5221440 9.4294159 8.4439099 -1.7784322 0.4848084 3.0291525 8.1672355 9.8808953 4.8067520 12.1621050 10.7942548 8.9222312 10.2929186 11.6568105 1.0291348 10.8782163 10.1697935 8.3105796 8.3715384 4.6812244 9.2140218 12.8570561 5.9632591 NA 9.9497119 10.0109174 3.0291525 2.5437186 8.4190083 9.5521482 -0.7781848 11.4368693 9.2999422 4.0031524 11.0536924 11.1633893 NA 9.6470074 5.0162066 10.3059354 10.8420112 9.0064262 -0.7781848 7.9082917 3.8656516 10.2600246 7.5459722 NA 11.0523502 0.5436938 9.2024165 7.4041862 1.6812244 5.2770735 9.6189313 7.9565010 2.9766752 6.6226712 9.6385889 0.5436938 9.9783478 9.9030298 10.1569565 6.4697183 11.7150953 13.3963271 11.7328028 13.5043369 11.0623727 9.2246064 10.8093345 1.3917127 16.6690402 NA 8.6022523 10.2986070 4.1525323 7.3917162 8.1933351 6.0291458 1.3394795 11.4188545 8.1984416 2.8067571 -0.7781848 6.7840341 9.5112340 4.2661869 7.8511481 8.3171883 10.4125421 7.9683056 6.8620360 13.5359852 7.7315661 8.7744606 8.7335442 7.1466043 10.1757950 6.7136450 11.0147850 8.3158691 11.4071315 NA 2.8067571 14.8870302 10.4488056 0.8067777 12.5076993 7.3407323 9.1249200 2.1286893 7.1730765 8.2702785 11.1328088 7.0031513 3.2661869 9.0983085 9.0960043 1.6812244 8.1990716 8.8826788 9.4512111 10.3374854 10.7453534 12.3378990 9.1309345 10.2555586 9.2231995 10.4373244 8.4828519 -1.7784322 -1.7784322 10.0443623 8.6668063 9.2642033 10.1918973 9.9082919 2.9222359 13.6777607 8.5605277 12.8072822 10.1643060 9.6569407 8.9556543 4.3510770 6.4649655 10.2885534 10.8660984 10.0166135 7.4649655 11.2257819 10.9752171 7.8438432 7.7374914 11.0343699 1.9222359 9.0608772 4.2878786 1.5437433 -1.7784322 NA 8.4720897 9.8647456 9.3099172 7.6459574 9.7876693 4.0291436 8.9368955 6.0096943 4.7763778 11.9735447 9.7186452 9.2040720 11.2380774 11.3298258 9.4196225 10.3002758 9.7604653 11.7688064 9.1532678 10.7747006 9.2952636 10.3674052 3.0797706 8.7424102 11.6313150 10.6088502 3.5793491 9.2276966 11.6212029 8.2302198 11.0826844 10.0125472 10.3715385 10.8436143 7.5369411 NA -1.7784322 8.4226901 7.0828782 10.3507524 10.4952956 8.9924552 11.1015661 8.3791383 10.4717344 9.0072440 7.9100418 9.4367176 3.4697167 5.4214623 10.5669194 8.5482208 10.2455458 4.1044373 1.3917127 4.8656467 1.8067365 10.7470675 7.6893970 7.0096943 10.4939575 4.6207917 NA 2.9766752 11.0015108 10.6906700 11.3211392 11.0651237 10.3565386 10.5594133 8.8520585 8.8102811 6.4729897 11.1445616 11.1298087 9.6248035 11.3470435 -1.7784322 -1.7784322 9.7599804 8.8602272 9.1249200 10.4385373 9.1825175 7.8692496 13.5431559 15.2772539 0.2218152 11.3726493 7.9983067 12.3146311 10.0186422 NA 0.5436938 3.6480512 7.2047853 0.2218152 10.3368416 8.3420293 8.7186452 9.1525287 11.8425840 7.2932537 9.5779076 1.5437433 -1.7784322 10.9579819 2.7453449 1.3917127 9.6750620 9.6098087 7.6853158 4.9222312 8.1376710 11.4751958 9.5765919 9.4512111 11.6996762 9.3968732 7.9325980 9.9870775 3.5729988 6.4409605 8.6130351 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 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 3 2 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 7 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 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 2.42762e-06 5.895648e-07 -0.06688064 10.30155621 9.72421266 9.87042360 8.55875858 1.25495679 10.11916395 7.28226465 0.51803149 3.09654861 5.48763748 8.46443139 9.16547057 8.07770819 12.03321928 10.40116464 7.19514480 11.17234993 11.84369250 3.83993944 9.55051728 10.14067425 8.51047857 8.64385619 9.04642721 9.38426096 13.82914560 7.28177799 -1.06703176 10.00919725 9.60812469 3.63348934 6.49536898 13.86059626 9.72339832 0.51803149 11.47994422 8.29937197 8.87995597 11.36872001 10.69501648 -0.06688064 9.87922498 8.15463687 10.68960607 10.32106707 9.51988959 -1.06703176 9.35090229 4.29060134 9.96026466 7.68793760 0.93304380 10.52236379 3.03065390 9.47102525 8.31242830 3.79103262 7.00451263 9.99981162 8.78791823 2.74040952 6.52550671 9.87556430 6.48763909 9.45071907 9.95818931 8.82179311 4.63348934 11.45071175 13.78440840 10.18925849 13.80389606 10.92031377 9.16906389 9.99374568 3.39248229 15.16666943 3.10297720 8.11046922 8.98833221 4.95541976 8.10797550 8.43886128 8.37806461 3.02051998 11.25131008 8.96195028 6.42490362 2.51800631 1.25495679 9.59215370 1.93304380 9.92740317 8.21613810 10.34137949 6.62653697 7.06747631 12.49433770 7.90171648 9.45857066 9.33286164 9.49529223 11.36653609 7.98561769 10.41535358 8.11544427 10.08279691 NA 10.21207987 13.77932367 9.81798341 2.39248229 9.95611097 7.72421232 9.72176807 4.83993944 8.28177799 7.52550671 10.96061024 8.36559150 6.10297510 9.71276909 9.52737437 1.25495679 7.19983623 7.92173444 9.19983623 11.36428614 9.59749710 12.39494609 9.92031370 10.63825009 9.67535920 9.92102432 9.12019147 3.39248229 2.25498701 10.38632037 8.13272232 9.48859755 10.35564016 9.81416378 0.93304380 14.40558195 4.14250330 6.24593294 9.21033723 10.05263937 9.22537134 4.88724743 6.71440901 11.25723030 11.32402479 9.86304779 7.55875896 11.24608298 10.64729526 9.17741356 9.00719130 11.04385929 3.32537202 9.61054911 5.27290034 2.63350096 -0.06688064 -1.06703176 10.41585773 3.74040952 9.43886128 7.61955020 9.24851634 5.93305089 9.04157428 6.12287354 6.67451715 12.12148408 9.72013616 9.19514456 11.13609184 12.70082041 8.91763911 9.74281787 10.37495643 11.08184410 9.44282472 10.54591829 10.46978262 10.21960756 3.79103262 9.20334507 11.13547972 5.43194048 10.33018952 8.42548364 11.46345607 8.83693149 10.94042747 7.68793760 9.80341450 10.76475285 8.72421266 2.83993944 -1.06703176 8.77853977 7.59482769 9.80726266 9.56422686 8.49147033 11.03830352 5.61955093 10.55757561 8.57870818 8.73879350 10.18275585 0.51803149 5.94427750 8.95402963 NA 7.08279731 3.10297720 4.20843142 4.93304853 2.10296041 10.77814770 5.50290657 6.54038071 11.51622188 7.46719714 0.93304380 4.68793970 11.13456109 10.70453924 11.64471673 11.11140338 11.22738334 10.97436669 8.62653660 9.03501239 6.33409984 10.73758419 10.96681688 9.83013884 11.50219334 NA 2.39248229 9.57780739 8.79413672 8.83994038 10.62261103 9.05587783 8.15946218 12.47849693 12.53261398 6.37599338 10.41988478 6.57343967 12.61395865 10.57058029 -1.06703176 NA 1.93304380 8.53482072 3.83993944 9.91826547 9.06362023 9.21266028 8.69626200 11.70598287 8.73394980 9.83485940 2.39248229 1.25495679 11.30073749 2.51800631 4.83993944 9.42690523 8.67451679 8.14979538 8.99374568 7.99913920 11.10610219 10.11544414 10.99543322 10.53945498 10.11931260 7.33819084 10.54453571 5.41525163 7.69792113 9.28398889 10.70453924 0.01726400 0.01726400 0.01056400 -0.10657000 0.57166000 1.07480000 -0.04861300 0.01307400 -0.02931100 -0.02931100 -0.02931100 -0.02931100 -0.57723000 0.01726400 0.00879620 0.00000000 -0.61412000 -0.61412000 -0.61210000 0.01056400 0.01056400 -0.10657000 0.01084200 -0.04861300 -0.58628000 -1.20640000 -0.00050166 -0.59029000 -0.00595220 0.000 0.000 0.000 0.000 0.536 0.536 0.000 0.000 -0.564 0.000 0.000 0.000 0.000 -0.554 -0.554 0.000 0.000 0.000 0.000 0.598 0.598 0.000 0.000 0.000 0.000 -0.612 0.000 -0.107 -0.107 0.000 0.000 0.000 0.000 0.559 1.075 0.000 0.000 -0.579 -0.579 0.000 0.000 0.000 0.000 0.000 0.000 0.536 0.536 0.000 0.000 -0.564 0.000 0.000 0.000 0.000 -0.554 -0.554 0.000 0.000 0.000 0.000 0.598 0.598 0.000 0.000 0.000 0.000 -0.612 0.000 -0.107 -0.107 0.000 0.000 0.000 0.000 0.559 1.075 0.000 0.000 -0.579 -0.579 0.000 0.000 9.525507 11.936216 6.245933 10.506224 9.824833 11.087551 6.472208 5.740404 7.949858 4.910330 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 male 2005 NA NA 100 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 NA 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 3.468028e-08 0 NA 11.03363189 8.80330648 10.10518515 8.28993818 NA 10.41887712 10.80325174 NA 3.60206487 4.76396390 6.95226949 9.46120070 8.34661434 12.47198843 10.50646955 6.82507708 10.80288475 12.03183279 3.81841090 9.38545412 10.39163993 8.47079389 9.09004942 6.90272964 8.80667753 13.53875279 6.56337171 NA 9.82673834 9.39556262 4.23345095 7.04092092 9.58512649 8.65598287 7.22339745 11.50387611 8.97491787 5.73595265 11.67131863 11.18990781 6.75701258 12.17905740 2.87087759 10.96477007 11.22560259 12.05203319 NA 9.88848482 5.89641718 10.88050960 7.38093893 NA 9.99721661 0.64846544 8.13332463 7.61811456 2.23345862 2.06353746 10.25828288 9.07195462 1.06350294 5.34892994 10.00750598 8.55537905 8.67085627 8.74476456 10.73373962 3.06352020 12.39221356 9.38883142 9.81423300 13.46333797 10.66436808 8.70196207 11.92014608 1.87089731 16.29136754 NA 9.51473713 5.87088005 4.79144424 7.74652037 7.79484536 6.61811529 2.38545865 11.42300106 9.54819789 4.58708891 0.64846544 0.06350294 9.54734186 NA 9.48874194 8.01189309 9.45154331 5.17205141 7.02931042 13.38023180 8.00896974 8.69105987 9.34661434 8.09143221 10.45591322 8.86118743 10.70918447 8.33498920 11.07370444 -0.93649706 6.57132034 12.78686698 9.43530272 -0.93649706 7.55938091 7.88689334 9.57922579 5.23345095 9.28148359 9.29474709 11.56859322 7.00604102 7.96137155 8.80835995 10.28752770 7.49397870 8.63906535 8.80667753 9.26074268 9.79144651 5.92150774 11.63610309 9.65598305 11.10381574 9.72975005 9.84324539 8.83233877 3.87087759 2.76396390 9.25828288 8.00604046 8.67455069 10.12422188 9.79738868 5.21327340 13.72858428 2.06353746 2.76396390 9.54532535 8.89641597 8.80667753 11.68534898 5.47291662 11.55061237 10.80878017 9.41556940 6.07475374 11.33328972 10.65691712 9.26687390 8.38995565 10.93889142 7.32091425 9.21640660 3.23345862 9.64660875 0.06350294 NA 9.78718691 11.00750591 8.63338144 8.15098862 8.79754124 11.49971701 9.24219090 4.01772597 3.31145952 11.64684389 9.53418497 9.77347140 9.09969970 13.16106438 9.41887701 10.08242158 10.22528770 11.90332028 9.42437312 9.48137847 10.02280347 10.29774466 0.06350294 7.36273375 11.19891467 4.77996881 14.26912837 7.19887619 10.51112583 8.24840153 10.31619146 6.44723038 9.77174778 11.19538297 7.59880139 1.64851146 0.06350294 11.82756822 7.94004280 9.53520130 9.88529996 7.11880821 10.85550281 5.47291662 11.13278445 9.24343512 9.84652419 10.18958516 0.06350294 4.94616939 8.71637090 NA 2.52295966 NA 0.64846544 4.67823533 0.06350294 9.92383702 2.23345862 6.35814655 12.01732595 8.39641298 NA 5.52295652 10.66529683 10.39444287 10.92461293 11.01335269 10.83418991 9.16550173 8.23345095 8.12608494 6.76216142 11.10210208 9.72084447 9.56735169 9.35929494 5.69288187 NA 9.99056323 9.77605298 9.75177634 10.53621681 9.49397850 8.19795235 11.26809713 13.75625047 11.14201041 10.62146831 5.85729182 13.10141609 8.45154331 0.06350294 1.06350294 -0.93649706 8.29954003 NA 9.70108376 8.77433244 8.72530422 9.62003210 10.95264967 8.59295666 9.27574274 1.06350294 3.23345862 11.29144275 6.98833817 5.66343856 11.25612706 11.03901574 7.93389067 4.52295966 8.03506960 11.06387817 9.30669994 10.07545214 10.96590114 9.81278378 9.25951331 10.82341421 4.67823533 8.05504811 9.09969970 10.82174919 0.3859100 0.3726400 1.0700000 -0.3842600 0.6896600 1.0201000 0.3214100 -0.0319220 0.0444320 0.0444320 0.0444320 0.0434400 -0.0016415 -0.0824020 0.3385300 -0.0495590 -0.3934700 -0.3934700 -0.3956900 -0.3956900 0.3634600 -1.2348000 -0.4058400 0.2582300 -1.1858000 -0.3815400 0.2415200 -0.0378980 -0.3897300 0.232 0.232 0.348 0.348 0.000 0.000 0.000 -0.390 0.000 0.338 0.338 -0.386 0.000 -0.151 -0.151 0.000 0.000 0.738 0.738 0.302 0.302 0.000 0.000 0.234 0.234 -0.030 0.363 -0.399 -0.399 0.000 0.000 -0.390 -0.390 1.020 1.020 0.317 0.317 -0.387 -0.387 0.000 0.000 0.232 0.232 0.348 0.348 0.000 0.000 0.000 -0.390 0.000 0.338 0.338 -0.386 0.000 -0.151 -0.151 0.000 0.000 0.738 0.738 0.302 0.302 0.000 0.000 0.234 0.234 -0.030 0.363 -0.399 -0.399 0.000 0.000 -0.390 -0.390 1.020 1.020 0.317 0.317 -0.387 -0.387 0.000 0.000 7.543306 11.851021 6.618115 10.513191 7.905876 8.567352 4.385452 8.383198 6.052212 8.811719 13.510028 8.393748 5.994263 7.086448 8.165659 8.721737 9.264425 4.489793 9.987596 7.421078 8.121518 8.772524 10.132600 7.732411 5.946169 11.259821 12.876405 9.83336387 10.86037679 0.64846544 10.12692112 7.89007454 10.48506490 10.44073652 11.60752446 10.72084447 9.18116916 7.18246686 9.67639454 8.47926775 6.51473772 10.74564273 6.83171007 5.73595265 7.59100314 7.79823590 12.51885322 9.64566798 11.86402151 8.98337245 9.68923485 11.57577265 15.23872466 12.37810925 14.19176205 11.30401922 4.48979338 10.94540470 9.87570328 11.11337454 9.67639454 9.77347140 11.41142413 10.69788335 11.41997797 11.86785875 2.52295966 8.31145362 14.72642827 10.93504627 10.36901775 5.36730816 10.04295125 10.00237047 11.58806771 0.06350294 12.67212736 11.49337729 10.26687401 10.90154808 10.39163993 8.05787966 1.87089731 9.42766064 9.82091608 10.31500846 12.30043113 1.38543104 11.38348031 12.76233918 7.88370512 7.74718731 9.68740753 2.76396390 0.06350294 9.12692099 4.01772597 11.17824437 9.43965139 11.78590666 12.69288264 10.91956243 1.06350294 8.73595129 10.13431786 9.10928559 11.37924167 9.21454255 4.19280963 9.91058337 3.38545865 4.23345095 8.63338144 1.87089731 11.19891467 11.25365931 4.42107515 12.61258866 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 female 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 1 2 4 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.4623e-06 7.282859e-07 -1.96353183 10.49493247 9.95687880 10.28326642 5.83742610 6.54432000 9.42076997 3.49267360 NA 0.65709117 2.89450737 8.58919495 9.00375204 5.57568445 11.54889597 9.90881606 8.72302639 10.54035164 11.43633786 1.20645569 8.19513545 9.64339373 6.79141298 6.06994915 5.77799300 9.01666540 7.82279578 7.06443237 -1.96353183 9.16580896 9.69473727 1.49595094 2.56007905 8.23742462 9.32769657 NA 9.71556601 9.18436684 0.84390347 10.64269968 9.29979505 -1.96353183 9.85869828 2.12399720 11.31061278 10.45200355 8.34827403 NA 7.74905284 0.62152444 9.60257992 7.60067563 NA 10.74881861 1.95203530 9.62420967 7.67315075 -0.37856933 5.97903985 8.92602997 7.22387815 -1.96353183 5.79141298 9.33859355 9.62242727 9.62991701 10.45226760 8.96874051 5.34030589 11.21621263 14.33471377 10.51807311 13.58943508 10.19324098 8.65491130 9.37637591 2.62147756 16.48088161 NA 8.36744271 10.49493247 3.96726085 7.61017295 8.27850893 4.99072347 1.62269613 11.47609705 7.32645286 1.20645569 0.03646817 0.62152444 9.59063495 3.24598236 7.19387324 8.26654623 11.02964116 5.10261614 6.91916844 14.30093182 7.95091102 9.13915788 9.41156522 7.18373065 10.22152828 7.67496197 10.94641894 8.57955769 12.14038737 NA 1.84386328 14.24333040 9.20895345 NA 12.87410454 7.10530407 9.06926044 3.24598236 7.74215851 7.56985561 11.52887982 6.59876864 3.24598236 9.16129341 9.34827425 -1.96353183 8.86624871 8.05333402 9.66770287 10.14537699 10.90051854 11.58244357 9.44166731 9.64293113 9.75591472 10.51605357 8.77645837 -0.96353183 0.62152444 10.24415033 8.67224393 10.28807047 10.01058195 9.71380508 4.08092196 13.47927503 10.95445734 13.71487843 10.09384074 9.79599806 9.25629952 2.20645569 6.91304258 11.24902229 10.74366929 8.94191296 5.62148928 12.08622044 10.95427092 7.89606049 9.95352498 10.68869861 0.84390347 9.34801305 2.99071893 0.35850879 -1.96353183 NA 7.71600591 10.56741986 9.06097310 8.37414790 8.98349073 5.78471859 9.88514878 5.16580745 4.01380168 11.72761508 11.21394540 8.93058567 11.63550886 11.40257483 8.94236407 10.14112467 9.87572970 11.84709752 8.49185310 11.32913509 9.15594702 12.02822487 1.49595094 7.55812602 11.16661371 12.20413454 2.99071893 9.02045303 12.00842862 9.01737940 11.89761278 7.52837909 10.41536256 10.85630584 5.81131175 -0.37856933 NA 8.91304288 7.08637404 10.15773560 9.74604045 9.04144862 10.51832534 6.58341980 10.72227551 9.25871701 7.88827506 9.53437779 0.35850879 3.56009128 9.31555604 5.59111388 6.68757724 4.63643902 0.62152444 4.44591868 NA 11.37887837 6.47531839 5.90071227 8.86386847 5.28445491 -1.96353183 1.49595094 10.77883533 10.70430268 10.93191178 11.31729666 10.06546797 11.64904888 10.53412825 8.88657972 6.15608915 10.32250596 11.31599138 10.11167078 10.56375846 -0.37856933 NA 9.27552766 9.05054632 9.14046937 10.26173330 9.16902554 8.20143293 13.13167562 14.82852812 -0.37856933 11.58859453 7.26765096 12.18952364 9.30857248 NA -0.96353183 NA 7.22881869 -1.96353183 11.00231019 8.42561959 8.68578215 9.06374075 11.96504424 6.71248298 9.03218710 NA -1.96353183 11.37832266 1.20645569 1.35845253 10.24689282 9.85670486 7.33802232 3.65123543 7.69473745 11.35450368 9.56888184 8.99725176 10.91821343 9.19639729 8.29626926 8.67767455 4.14504971 6.51226008 9.49185310 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 male 2005 NA NA 100 kidney clear cell renal carcinoma NA NA white NA NA NA 3 NA 3 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 -1.3692218 11.6187493 8.6643755 11.5550226 8.1446802 NA 10.3533330 11.7629492 NA 2.4196468 3.5378427 7.6698715 8.0445805 5.9255722 12.4530252 10.7797467 5.2891631 10.2276080 11.5898675 2.7184164 8.0059916 8.6767120 7.2382824 8.2675770 5.8207763 9.7666616 14.0940296 5.9438346 NA 8.8788798 8.4237424 6.3244398 3.4383062 12.8007991 9.2612196 2.9528740 11.6461932 8.7237094 4.9163524 12.2790852 9.9134617 -0.3690355 10.9301604 7.0903835 10.8382718 9.9774661 8.4139507 -1.3692218 9.1710804 4.2159115 9.9818916 7.7857702 NA 9.6490481 2.6372393 9.8691421 8.6068005 2.4383195 4.0572163 9.4479360 8.7705037 -1.3692218 5.2603080 9.4415239 3.3858451 9.4334688 7.8836178 8.6698715 4.1228052 13.1309944 10.6407810 10.0360938 15.2488359 11.8338414 10.2031789 8.4748732 -0.3690355 16.2168611 1.2159270 6.3520523 9.0995764 4.5135981 8.4106718 8.3571706 9.1208003 -0.3690355 12.0400781 9.3109515 5.1387489 NA 4.2748058 9.2846932 0.6309645 9.7296425 7.0655809 9.8723397 6.7653783 6.7446939 13.6604553 7.5378427 9.1026277 7.7550738 7.3958237 13.1233144 6.9573818 12.4403186 8.9483649 11.4551156 0.2158649 3.8788823 13.1794733 9.9791272 -1.3692218 11.0551186 6.7131019 9.0687044 2.3313899 8.7983704 7.7131012 10.8986169 7.8741262 6.3033771 9.9295877 9.8971533 1.9528926 8.7717823 7.7024144 9.2438209 12.3888632 8.4366961 12.7160903 9.3648151 10.2465820 9.7595911 10.2684829 8.2189172 1.6309645 -1.3692218 11.9008095 8.8207770 8.9741381 10.5128311 9.8735310 1.4382929 14.8238038 0.2158649 4.1855415 8.9483649 9.7576569 9.0092472 4.8597708 5.3588745 10.2566612 11.4507323 9.3218233 5.9347335 12.7547440 11.5622439 8.8145876 7.5318189 11.6349972 4.8404078 9.8481043 NA 5.2308639 NA NA 10.2322589 7.0318319 9.7531333 8.5378431 6.6043916 4.2159115 8.3991365 9.8139673 6.3650521 11.3374484 9.5310644 9.2721009 9.5938484 12.8785832 9.2407222 11.1756754 10.5829655 12.5106313 9.4935897 9.7348957 9.7524859 8.2438209 1.9528926 8.4204862 11.1064325 4.1719754 5.9070757 7.0640367 11.4005836 8.1466522 12.3383115 6.8597708 9.1623339 11.5196956 8.0318319 1.2159270 NA 8.4951387 7.3069093 10.0366257 9.1197966 9.0718217 10.5310644 0.2158649 10.7355413 9.7570114 8.9874044 10.0398129 1.8008688 1.8008688 9.1268074 -0.3690355 5.3033789 0.6309645 4.2649642 2.8008688 3.2159115 10.4811392 1.9528926 5.9070757 11.9317368 8.1743130 -1.3692218 0.9528554 10.6153708 10.2392072 11.0178926 11.0772603 10.0264865 10.1730168 9.9585050 8.7768844 6.6250790 10.9429844 9.3999636 9.7813343 10.1884160 NA NA 9.7164247 8.9585049 9.3799837 11.5447767 8.9438352 8.6821614 13.7856914 10.4618636 2.0903792 9.2130943 6.5367010 13.5176016 10.9674589 NA -0.3690355 0.2158649 8.4590889 7.5527936 10.1087612 9.2757099 9.0016399 7.6997307 10.7955450 8.1367641 9.7028637 NA 1.9528926 11.6714133 5.5257714 3.2159115 10.6746632 8.2215393 7.1816989 9.3033778 6.8257093 10.9517529 9.1922403 10.0466942 11.5141684 9.9825818 6.3104328 8.9105630 3.0903792 7.9573818 9.9123029 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 male 2005 NA NA 100 kidney clear cell renal carcinoma NA NA white NA NA NA 1 NA 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 0 0 0 4 0 0 0 0 4 0 0 0 0 2.566341e-06 7.282859e-07 NA 10.6158040 8.4659471 10.2451783 9.5536852 2.1976138 9.5232803 8.6721442 NA 2.1324452 3.8605656 8.6679198 7.7649220 6.1440198 12.5019513 10.1947794 9.1748800 11.1801183 11.1559110 3.9701910 8.8293834 9.2236622 8.8957258 8.9822347 4.8794264 9.2162637 12.7702378 6.1044897 -1.3872229 9.1862846 9.8498475 3.1361914 5.0223678 8.6294459 9.4248148 4.3130789 12.7501090 8.0782037 6.3268824 10.9129901 11.9715633 NA 9.7869390 3.0720715 10.4127284 10.9538783 8.0430902 NA 9.0220285 4.4952794 10.1681852 7.6182622 0.1976138 10.3477365 1.2425720 9.1637209 7.4167688 0.6126828 5.8887627 9.8104685 8.2236624 0.9345542 6.6947869 9.3303139 1.6126356 9.7289815 9.3515742 8.2328574 2.6126356 11.9569958 15.1871571 10.3100395 14.4196401 11.1134793 9.0982556 8.8110824 6.0049553 16.3460170 1.1976138 8.1595318 9.7750288 3.6570340 7.5044210 8.0576523 5.8318063 1.8575431 11.5787824 8.5813618 1.6126356 1.1976138 3.0049508 9.3783380 2.6126356 9.6091109 7.4612601 10.2501680 4.2564899 7.6542966 13.5920627 7.9524873 9.0648788 7.4391859 8.4280209 12.8893646 7.2564937 11.6716438 8.1862846 11.2866090 -1.3872229 4.5668334 13.4489837 9.4860816 -0.3874116 11.8158325 7.6706293 9.3199965 4.9876756 8.4998582 7.0883706 10.5374499 8.4706186 5.1044918 9.1293224 9.3217214 4.9345637 8.2328574 7.4360044 9.0325976 10.9555455 9.2573952 12.3822129 9.4013557 10.2519782 9.4721721 10.3156758 8.0756305 -0.3874116 1.9345542 10.3972724 9.3972722 9.4046143 10.2232010 9.7354655 4.4952794 14.3161626 7.5463281 10.9555455 8.8330159 10.0246780 8.8135359 5.1824937 5.8980390 10.0540255 11.3390685 10.3587318 7.8980396 11.8695862 11.0320710 10.0949412 8.4906885 10.9432743 4.5899193 9.0214661 3.3675248 6.2273464 -1.3872229 NA 9.5150126 10.0071002 9.6713058 8.1243902 8.4524081 3.5195293 9.0177789 5.0049553 6.8920157 12.3546310 9.1391366 9.8043135 11.7367588 10.6760325 8.6597615 10.2374329 10.1710582 11.6124613 9.1994773 10.9666113 9.6494980 7.8980396 2.5195167 8.5956312 11.4094883 9.6986875 4.0720715 7.5460625 11.6143975 8.2850628 11.6768750 8.7888106 9.9072581 11.0201708 8.6974458 3.5668395 -1.3872229 8.2438147 8.0368039 10.5244039 10.5123720 9.2282670 10.3625069 5.0555818 10.4021711 8.7521889 7.3439567 9.3354451 1.7825763 3.3130717 9.0628176 -1.3872229 4.7211594 3.0049508 2.7825553 4.0049508 1.6126356 10.8120031 4.9345637 6.2991384 9.9416994 6.7031201 0.1976138 3.1975981 10.9533221 10.6020319 11.0589454 11.0697618 10.4655570 9.8390496 8.8510422 9.8934082 5.6066525 11.4352083 9.9734846 10.2278072 10.9238182 1.1976138 NA 9.8676661 9.2726333 9.4240121 11.5961655 8.7483468 8.6947865 13.5971004 12.2134796 2.1976138 9.1401145 7.2183395 13.8626027 10.4510535 0.1976138 -0.3874116 0.9345542 7.7496288 NA 10.3507550 9.5315008 9.1604959 8.7080344 11.3866008 8.0883711 9.2752702 -0.3874116 0.1976138 10.8881800 3.2564974 3.8220877 9.3691938 8.8073942 6.9833254 5.5195293 7.2346891 11.4638009 9.5029018 9.7257284 11.5892016 9.9340019 6.1044897 10.5202792 3.3130717 7.1748798 8.8462570 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 3271 kidney stage i t1b nx m0 male 2006 NA NA 100 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 NA 4 4 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 4 0 0 0 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 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 1 0 0 0 1.803375e-06 9.363676e-07 -1.1401894 10.8100672 9.2745610 10.2074971 8.6975038 8.2174280 9.6038687 7.1549102 -0.1401894 2.1555873 5.4892314 8.4727444 9.3244216 7.5073340 12.1906526 10.6338391 9.9171906 11.5474702 11.3054080 3.3193145 10.5367143 10.4887769 9.5758378 8.6895986 5.9683995 9.0741950 13.1262553 5.3028198 -1.1401894 9.7839459 9.8535218 4.8598752 6.2263737 8.8946747 9.3254422 -1.1401894 11.7779936 9.0335529 9.9559320 10.0760153 12.0217950 -0.1401894 9.1941491 5.2349151 9.8766841 10.3279907 8.7501402 NA 9.0385407 3.2521886 10.6619882 8.4523327 1.1818023 10.5121919 2.4448261 8.6970464 8.1290027 -1.1401894 7.3436912 10.5229891 8.7178567 3.2521886 6.3274808 9.8296292 2.9473295 9.6147632 10.1930311 10.4685926 3.9473389 12.2732736 10.9263014 10.5296466 12.7852448 11.1854623 8.3245442 9.2424999 1.4448261 15.4589023 NA 8.4429584 10.7656388 5.3356083 7.2435796 7.3990343 6.8822432 2.8362473 11.3587250 8.4008756 3.1078050 1.6672109 1.6672109 9.4115841 1.6672109 9.5689595 8.4837573 10.4335230 4.9259662 7.6247472 13.3116020 8.0934952 9.5225441 8.6895986 8.1313389 10.8567235 7.5252115 10.9516417 8.1101742 11.2913734 NA 7.3597215 14.2052117 10.2294732 1.1818023 11.9791412 8.3213554 10.0844805 4.9042721 7.6959263 7.9015349 10.8721511 8.5894965 6.5603160 9.2392541 9.2338284 -0.1401894 8.0934952 8.8342903 9.9670928 9.7779937 10.9781680 11.9310213 10.0083524 10.7768748 9.5498738 10.5616154 8.8710190 0.8598901 1.8598901 9.5655081 8.9192203 8.7410817 10.5865197 10.5198717 4.1078050 13.3221863 8.1818037 12.3245491 9.9670928 9.9212469 8.4125449 5.1452780 6.4373043 11.0928962 11.3795120 9.9286541 8.7131854 11.2448807 10.3537312 8.3048906 9.2086038 10.4033910 2.1818023 9.0347517 1.6672109 2.5603237 -1.1401894 NA 10.3411706 10.6784580 10.6122565 6.9473389 8.8013197 4.4144671 8.2564805 6.5877955 6.1721234 11.4283070 9.6800548 9.4635021 11.7203808 10.5472514 8.3265845 9.8801613 9.7920906 11.0693291 9.5189798 10.7783664 9.3686610 8.1452780 2.8598702 8.3755756 11.3676704 8.1939481 3.6147687 8.6444450 11.2532662 9.1054285 11.7067373 8.6736571 10.3043731 10.6441016 8.1636567 -0.1401894 NA 8.7022260 7.9178673 10.3936922 10.6013427 8.9736179 10.5207630 7.4335228 10.5118871 8.6013429 8.0096226 11.1719078 -0.1401894 4.5877970 9.4306802 1.8598901 7.0197475 2.0298062 4.3834347 3.1078050 0.4448791 10.9914112 6.3755764 5.4144637 9.5860939 6.4099306 NA 3.9473389 11.0705471 10.2108150 11.2620884 11.1368725 11.2546064 10.3325666 9.4077343 10.0867696 6.7401936 10.8651494 10.7459533 10.1012632 11.9438537 3.2521886 1.4448261 10.6371311 9.1930312 7.4221186 10.9657843 9.4910528 8.1336714 13.1019334 13.8381393 2.9473295 11.6293004 7.0986154 12.7573431 10.0922966 NA 0.4448791 -0.1401894 8.4946868 5.4297298 11.0260389 9.3507266 9.6114199 9.7116248 11.8876090 9.8898531 9.0864566 4.9683995 0.4448791 10.9413592 1.8598901 1.1818023 8.9955851 9.8016570 7.9151581 7.0146934 7.3834373 11.3696508 10.2840421 10.1544965 10.3607176 9.9508020 7.5843898 10.2596877 5.8712153 7.4410767 9.4718227 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 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 4 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.363676e-07 3.468028e-07 -1.7221342 10.6356325 9.5188719 10.4576787 7.4875338 NA 9.3846435 5.4624614 NA 2.1440137 5.3224762 8.6101172 9.6768243 7.5588515 12.3884007 10.5239303 11.7885975 11.0184938 11.1842195 1.7375137 10.3695160 10.1176780 9.0229143 8.4679051 8.2142623 8.9854398 11.8193139 6.1728975 -1.7221342 9.6948781 10.0830183 3.6356383 5.8556609 8.5378237 9.2681845 NA 11.2872094 8.5366466 7.1515250 10.2438648 11.3375940 0.8630662 7.4227384 3.9219409 10.0283689 10.9615139 8.8891054 -0.7218963 8.2524951 1.7375137 10.4157122 7.9802533 -1.7221342 10.4418874 2.5590267 8.4998367 7.9940428 -0.7218963 6.8016424 9.9610752 8.4189105 -0.7218963 6.4530055 9.6112358 2.0854247 8.9837130 10.3741368 10.2286364 5.0982595 11.5177044 12.4067999 10.6628643 13.3172995 11.3618922 8.6188986 9.5466225 2.6000080 14.8862921 -1.7221342 8.8278654 10.4987612 5.1607226 6.9469659 7.6874716 5.4379534 0.8630662 11.6852155 8.5079448 13.2890457 2.2780740 3.1849785 9.3833343 0.2781037 8.6628642 8.1188586 10.4379519 5.2553610 7.1849715 13.0720394 8.4099374 9.3204240 9.4679051 7.2976711 10.7808005 7.4752973 11.4225795 8.5932301 11.8670294 -1.7221342 3.2780740 14.3096525 10.6501293 NA 12.1957323 8.1014479 9.4105802 4.5634815 7.0429518 8.1438138 11.0325506 7.9698239 6.4125072 9.0144825 9.0651668 NA 7.7001456 8.2351828 9.6268087 10.0631243 10.7259386 11.5917416 9.2639224 10.4236943 9.1766821 10.1660626 8.6600451 1.9785251 -1.7221342 9.6378301 9.1864731 9.9991798 10.4884475 9.9042459 6.5068986 13.4153519 9.0195476 14.1755715 9.6832220 10.0520439 9.0034468 4.2088216 7.5401753 9.4404718 10.9938281 9.8350655 7.6959333 11.3490317 10.7573556 8.5738494 11.6349452 10.6911795 1.9785251 9.6285115 3.0329648 -1.7221342 NA -1.7221342 9.9474086 10.5090016 9.7863706 7.8403229 8.6679592 5.0854374 8.6433093 6.0127899 5.0982595 11.7665484 9.8733380 9.3367489 11.0302521 10.5392940 8.8931031 10.1488305 10.3097818 11.3168281 9.4028481 11.1306101 9.1961983 12.4827274 1.8630266 7.6574592 11.0908595 6.4489076 -0.1370131 8.7353177 11.5289711 8.5068994 11.4222608 9.2759657 9.8705376 10.6123539 6.4125072 -1.7221342 0.5999842 7.7436469 7.3252047 10.2706649 9.8001716 9.2257174 11.0472986 7.4073638 10.6594856 9.0846301 8.0479184 10.3025277 1.7375137 4.8479368 9.6140292 1.0854247 7.0886526 3.1849785 -0.1370131 4.2780814 0.5999842 11.1380035 5.2088177 5.9219361 9.2823010 6.1431954 0.2781037 4.1360601 10.9817679 10.2791368 10.9610752 11.0369284 11.0435738 10.6682495 9.9005900 9.8335900 5.6146303 10.7127087 11.6820246 9.8235277 11.6387905 -1.7221342 1.2781037 10.0822116 8.4716057 9.2051178 10.6585416 9.3635531 8.6498572 12.5300067 14.5434758 -0.1370131 11.3587316 7.2869569 13.2375392 9.8114103 NA 1.4480023 -0.7218963 8.2990605 NA 11.4551964 8.6650207 9.4189103 9.9264382 11.8613984 8.7220602 9.1611896 3.6703985 NA 10.8045798 1.6000318 2.6000080 9.8681997 9.9451921 7.8779933 4.7210226 7.1360611 11.4975516 9.6290198 9.7168724 11.1911570 9.8149834 7.6938222 10.0594403 5.3152438 7.2117715 9.0170172 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 male 2002 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 4 4 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 -1.8401125 10.8485434 9.6649528 10.5174644 9.1225335 NA 9.8768856 6.4325001 NA 1.4090922 5.9988409 8.9814114 9.3163526 8.5105767 11.9952932 10.3565469 10.5226772 11.8519260 11.9637685 5.7816902 9.7180581 10.2860193 9.2391223 9.0106056 6.8943473 9.3036584 12.3684182 5.7065333 -1.8401125 10.1975276 9.9605373 3.4450380 6.0051911 8.6634631 9.6419412 -0.2553222 11.8443861 9.3617613 11.0781281 10.2179675 12.3228940 -0.8403708 7.8721645 5.7889936 9.9577042 10.5973895 9.3207694 NA 7.7389536 2.4075703 10.2892424 8.1722620 NA 10.4856624 2.4516727 8.4602876 8.2785786 -0.8403708 7.6434529 9.9901526 8.3144555 2.4075703 6.8355944 8.8755995 0.9670210 9.1589328 10.8813775 8.5335902 3.2471072 12.4732851 11.2979093 10.4117115 13.5314481 11.0555913 8.6024049 9.2243802 2.2471072 14.6753835 NA 8.3836391 10.6254589 5.7816902 7.5498062 7.8142735 4.3884582 2.4037585 11.9391517 8.4584218 1.6190843 -1.8401125 1.9669841 9.6414369 1.9669841 8.7576900 7.9294756 10.6519915 4.8320647 7.2040311 12.3934069 8.3980421 9.4843807 10.2652186 7.9278218 10.6027235 6.9508008 11.0353869 7.9261661 11.5219923 -1.8401125 1.3295829 13.3226581 9.7233104 NA 11.8763498 8.2484257 9.3824323 5.9540544 8.3836391 7.5774900 11.0359626 8.7074961 5.5859030 9.1951239 9.2162751 -1.8401125 8.5984292 7.2655457 9.1469016 10.6139368 11.2014677 11.9380843 9.4513838 10.0672793 9.4187923 10.2243803 8.8194638 1.6190843 0.1596292 10.1265034 9.4170253 9.4572990 10.5819651 9.9422262 6.6594836 13.2637038 6.7256921 13.1955534 9.1354854 10.4196749 8.8133781 2.0665370 6.9211888 10.6064623 11.3057288 9.8391176 7.8034938 11.1733144 10.8576910 8.4736542 11.1192773 10.8465757 0.4816089 9.0914978 5.2470996 NA -0.2553222 NA 9.8227509 11.5371192 9.5384741 7.9814114 9.0368448 3.9145263 8.5226773 5.6272420 5.4949372 11.3668043 10.1561110 8.7436604 11.6335969 10.4464840 9.1163840 10.1028848 10.2347824 11.1221720 8.9011043 11.1433437 9.2122055 10.9107631 2.0665370 8.5248665 10.8678592 10.8693912 -0.8403708 8.4687955 11.4944694 8.9128543 11.7222377 3.6832024 10.0102151 10.8441669 6.2991897 0.9670210 -0.8403708 7.8513811 7.2940638 10.4645591 9.9921320 8.4380870 10.8028172 6.6067206 10.8351668 9.0665281 6.9956880 10.4164359 0.1596292 4.3295614 9.8760283 0.7445917 6.3445125 2.4075703 2.8034957 4.5858999 0.7445917 11.0180071 5.3295614 5.9669933 9.6225486 6.7352148 -0.8403708 4.3093872 10.8862814 10.0540764 11.6171466 11.3609957 11.4788862 11.2712623 9.2047144 10.0655171 5.5338063 10.5722074 10.9875755 10.3730455 12.3220288 NA 0.7445917 10.2480944 8.6713900 8.9972653 11.0525597 9.4229066 7.6394174 12.5065667 14.5417549 1.6190843 10.9593238 7.4252990 12.0066948 9.4843807 0.7445917 2.0665370 2.2471072 7.8994180 NA 10.7392080 8.6118787 9.5438815 9.9170276 10.7871714 8.4040013 9.0405755 3.5858999 -1.8401125 11.1322583 -1.8401125 1.6190843 9.4351800 9.9463155 7.7721740 2.7445917 7.7199706 11.4611337 9.8391176 9.8574738 11.3350311 10.3226582 6.9637689 10.0781281 5.6998042 7.7408379 9.1624525 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 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 2 1 4 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 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 1.907416e-06 3.814831e-07 NA 10.18100052 8.98525250 10.15385473 8.07152082 7.71590435 9.44321978 8.23438348 -1.02385636 0.31243284 3.90686174 8.61727240 9.60274544 4.78347761 12.48119090 10.59037344 9.87849883 10.08856314 11.11854992 0.56110614 9.60365750 10.04254927 8.45792297 8.38020086 7.66598179 9.10218281 14.01472123 5.69036960 -2.02385636 9.37326343 9.97577146 3.56108169 5.49182424 8.95411894 9.31151401 0.56110614 11.07809936 8.97612359 7.00679058 10.83235468 11.09263011 NA 9.80068477 5.65560371 10.71294840 10.68628437 9.05560836 NA 8.45893151 3.85876680 10.24320291 7.70234171 -0.43889386 11.09222231 0.35738309 9.32744935 7.93467631 -1.02385636 5.50750607 9.59725982 8.40028986 2.36843312 6.02051776 9.77500048 -2.02385636 10.73372209 9.42578825 9.90204900 5.69036960 9.57274210 12.81237135 11.27074442 13.44802114 11.19559478 8.80822253 10.35604353 1.56110614 16.23958089 -2.02385636 8.75008690 11.21467769 4.80901307 7.60000505 7.64854885 7.83721036 -0.02385636 11.40186412 7.28653189 11.76249545 2.14603605 3.64854597 9.55685337 1.56110614 9.33477496 8.45993934 10.67656344 7.80267210 7.10282817 13.98012465 7.35982773 8.83177086 9.44321978 8.23939279 10.33807839 8.72850422 11.10669425 8.74016595 12.07267413 NA 7.44982959 15.29209579 10.01572823 0.56110614 11.52614894 7.74761297 9.64012651 3.61997636 8.36951403 8.04221313 11.52771182 7.53071221 5.56857940 9.23704333 9.73517960 NA 9.11119176 9.18618606 9.72053704 9.29692423 10.47522212 12.00471876 10.10411804 10.78910314 9.50164455 10.85589839 8.60518873 0.97614364 0.29807173 9.71421598 9.00402969 8.63882758 10.36870943 10.19831489 2.83410440 13.79737451 8.40970914 13.67821520 9.60548026 8.12967558 9.27246650 4.56108781 6.75748335 10.59725982 10.81000208 10.10186001 5.62717490 11.40685195 10.95411908 9.20133123 9.73351365 10.56343244 3.14605234 9.58938824 4.66262138 3.29805707 -0.43889386 NA 9.68002734 9.86029414 9.55638228 7.72431671 9.89563890 3.99849340 8.93684962 6.05293968 5.98174764 12.08334077 9.94118644 8.73351365 11.51176357 10.64123749 9.37860287 10.50360067 9.82435545 11.99267087 9.63567369 9.74513496 9.27590403 6.12078115 1.78349856 7.97612359 11.18390064 7.95371863 0.78349856 8.41686845 11.59129349 8.91055159 11.05394081 9.71506041 10.71969590 10.69315743 6.77702381 1.78349856 NA 8.90093622 6.44779902 10.19226322 10.39186544 9.38179708 11.14008779 7.59450899 10.67067315 9.35441866 8.29014053 10.13882970 1.14606864 4.73100941 10.09214268 4.33367418 7.84956774 2.97612531 4.04221532 3.95340494 2.06357197 10.72389708 6.44372930 6.50750449 10.31841785 6.16099882 -1.02385636 2.56108169 11.01778282 10.52060523 10.90741521 10.75317345 10.58021352 10.08399462 9.09765714 8.21457606 6.66559743 10.91662085 11.52470483 10.40526892 10.98104640 2.14603605 0.29807173 9.97436153 9.16099907 8.79869439 10.61887036 9.55308033 8.42217328 13.72135157 14.44881453 -2.02385636 11.16409430 8.05727426 13.34493706 10.18922797 -0.43889386 -1.02385636 NA 7.77540551 0.29807173 10.10444032 7.70058606 9.05093425 9.15167315 12.46245595 8.49182344 9.22984721 0.78349856 0.97614364 10.79610314 2.93032102 2.49968009 9.62896875 9.53979664 7.68865036 8.57510656 7.52301849 11.46434041 9.56202505 8.50847976 11.18877205 9.33642220 8.00954649 10.50579826 4.78964580 6.60911963 8.91937107 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 female 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 4 4 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.942096e-06 5.202042e-07 -1.12847173 11.25389546 10.29911642 10.77862001 6.99566315 7.56502894 9.06937270 10.80562128 NA 2.82527683 4.96957417 8.87786784 8.11233316 6.40681725 12.08790858 10.29964008 7.11233316 11.43581020 10.88765344 4.66595550 8.15231223 9.98430694 8.23458131 8.45744326 6.10300239 9.47284820 13.16630593 6.51178586 -2.12847173 9.89875646 9.86872102 3.29780770 6.27672556 9.46959420 9.13246117 0.45649077 10.63682769 8.39901853 7.06136579 10.47933425 10.96907996 -2.12847173 9.27880927 8.01874655 10.37586407 10.11887581 7.67889657 -2.12847173 8.25200259 3.45650391 9.54042662 9.22358497 -0.09634467 10.24540997 2.60490158 8.75386356 8.32172205 0.19345637 7.49907571 9.22964344 7.80965110 2.82574493 6.99824629 10.12597972 -2.12847173 9.26546831 10.39559358 7.97744995 3.98006187 12.21609483 9.76749557 10.56568180 13.64504145 11.55683795 8.89737325 8.10156184 0.45649077 15.88005231 -1.12847173 8.37834515 10.62955662 5.19346819 7.59605555 7.58234825 3.75418201 1.54848595 10.87470815 7.98092842 1.45649077 NA -0.12847173 8.92817931 2.04145327 9.15520885 8.42132641 10.95052630 5.10035958 6.84020891 14.19596831 8.28305269 9.52617760 8.31344813 6.96957417 10.84864266 6.88556216 10.86960310 8.91730136 12.45397766 -2.12847173 4.93763158 14.26896557 11.11054340 -2.12847173 10.78592672 8.14417131 9.80817957 5.35535814 8.34321681 7.57371459 10.90891698 8.40389740 4.22909566 8.32172205 9.78854070 NA 7.23567633 8.54131233 9.45509456 10.69231891 10.66168646 12.01037414 9.61679583 9.73068818 9.14999119 9.92070954 8.46046245 2.11945578 1.45649077 10.05641689 9.93054797 10.90982102 9.75914301 10.20832704 5.58578580 13.73792709 7.78443069 13.03176760 10.05020646 10.59626860 9.30251670 3.54396598 7.30617017 8.46493287 11.76550669 9.75800030 5.42613054 11.67161338 10.13862085 10.44258319 12.69306650 10.41408986 -0.12847173 10.52966383 -0.54350923 2.91594151 -0.54350923 NA 10.19290601 10.09071015 9.56066605 7.61637534 8.11696354 3.00082931 8.58320841 4.31448627 5.55102068 11.46446575 10.57803760 9.02888846 11.64581391 11.03660560 8.28341252 10.45203579 10.91764247 12.25517841 9.20581499 10.81020232 9.41118513 10.67647925 1.77841887 7.59093056 11.51088233 5.05274192 1.33095989 8.91902687 11.79728147 8.60370905 11.23252586 6.53332039 9.73688827 10.15462991 5.57198012 -0.54350923 -2.12847173 8.21250417 6.59605555 10.40487130 10.36814574 10.23895639 11.00853276 5.94300470 10.44476986 9.30460527 7.82282637 10.33685297 0.45649077 4.55804105 8.87786784 4.65289945 5.74805864 2.33095989 2.94236436 2.67890572 -0.54350923 11.52874838 5.30617108 5.07121349 9.38255789 5.76805461 0.45649077 3.65289945 11.21264344 9.46166074 11.10036030 10.89321566 11.05191699 12.03464090 10.20804813 9.63930815 6.32489519 10.60073751 9.93897601 10.13363647 11.17332360 -1.12847173 -0.54350923 9.88137020 9.41602310 9.69451077 12.41583597 8.63724216 9.12597985 12.40857797 12.79514765 1.45649077 9.65044003 7.15061857 12.15614886 10.07794553 0.45649077 1.04145327 NA 8.03644839 1.67888319 11.78818993 8.43473788 9.45509456 10.50703306 10.97023174 8.32481240 9.50087553 1.45649077 NA 11.47203534 2.51540969 2.95900967 10.10156210 9.08707453 7.18669071 4.22909566 7.54573367 11.84980517 9.69809013 10.02857274 11.14635655 9.87187260 7.36739640 9.64509295 4.30032144 6.48625099 9.13949866 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 1 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.942096e-06 4.508437e-07 -1.2202780 10.9575558 9.6276652 10.2196557 7.4802643 6.2716778 9.7208725 8.6695112 NA 1.6298462 4.2392529 8.1017530 10.1296590 6.3572529 11.4507024 10.7959367 11.2066137 10.2003115 11.7401889 1.5871729 10.3165577 10.1101816 7.7369268 8.6822000 4.2716796 9.0698437 10.3986692 5.9295709 NA 10.0875949 9.9764269 1.9497590 3.8672837 8.2836505 9.4802645 -1.2202780 10.5932052 9.7896535 10.1613679 10.1817710 10.9538142 NA 9.8659610 3.7798270 10.6590252 10.7663780 7.4663253 NA 7.4837287 2.7798270 9.9831729 7.8187439 -1.2202780 10.8729122 1.4511188 8.4469365 7.9321096 0.3647965 5.9497497 9.5952081 7.6378058 NA 6.4940699 9.0915732 3.0277556 9.8579757 9.8566404 9.0407445 4.0652276 11.5399397 13.6922932 10.8997386 14.0074408 10.4389288 8.4715683 10.5847625 1.1017845 16.2460607 NA 8.4128200 10.8368012 3.9892753 7.8323932 8.3344136 4.6624676 1.3672033 11.3487310 6.6991060 2.4802651 -0.2201100 3.5871849 9.7016658 3.3033862 7.8725819 8.3534719 10.5799158 5.6253143 6.5871804 13.7383323 7.6897178 9.2836505 10.0253775 6.4018762 9.3635095 7.5677272 10.6440110 8.3092553 11.5208704 NA 2.3647965 14.4556716 9.9628399 NA 12.1343497 7.7770041 9.2039913 6.0836048 8.2018896 7.6685681 10.7267311 8.1129800 3.7798270 9.1196749 9.2836505 NA 8.6079613 8.4628196 8.8310339 10.5521395 10.6047836 11.3217950 9.5911996 10.2741805 9.7098229 10.4366966 8.3344905 0.7798060 -0.2201100 10.1362768 8.6700890 9.7456812 10.2741805 9.8249020 3.4802651 13.8537572 7.1505120 13.1978092 10.0978026 9.4992137 9.4828632 3.2392605 6.8021932 10.6746426 10.8351073 9.6119237 6.9892787 11.2758397 10.8964937 8.1913356 11.1716055 10.9241644 1.5871729 9.0154800 5.3033862 0.7798060 -1.2202780 NA 8.6063734 10.5883869 8.9831729 8.0062369 10.1425851 1.9497590 9.3553641 5.3496802 5.1892157 12.0323425 10.6307930 8.7046372 11.3636128 11.4685122 9.1526900 10.3982103 9.5952081 12.0015630 9.2786741 10.8666245 9.5254991 10.6825768 2.8672837 8.8132479 10.9813362 11.2627865 2.4802651 9.1605023 11.4789635 8.8818004 10.9456740 9.7819367 10.0623341 10.8609754 6.6000036 0.7798060 NA 8.7699287 6.4871840 10.3014253 10.1146568 8.9671770 11.1118614 9.0395681 10.8100747 8.8646331 7.6158753 10.0360336 0.3647965 6.0182291 9.5094457 2.8672837 7.4802643 3.1017509 6.7454942 3.9869388 -1.2202780 10.7325661 6.2144532 5.6746414 8.7727632 4.7798270 -1.2202780 1.3647965 11.0637813 10.4996414 11.2606150 11.0041280 10.3131546 11.3177712 8.9155340 9.2102773 6.3984308 10.0206162 10.9062067 10.0407444 11.6870911 -1.2202780 NA 9.6919658 9.7296515 8.9917132 10.4291933 9.4680752 6.9346427 12.3136412 15.3148724 0.7798060 10.6716086 8.4808714 11.7205055 9.4663253 -1.2202780 0.7798060 -1.2202780 7.4200697 NA 9.9886688 7.9671767 9.1006253 9.5463537 11.1390253 7.1417689 9.2301081 1.1017845 NA 11.0603057 2.2392453 1.1017845 10.0605956 9.7289220 7.2474301 5.1721434 7.9142512 11.1483313 9.8818006 9.1526900 11.0065381 9.5020091 9.5595442 10.1318683 4.2461268 7.1548647 8.4326697 10.0512879 -0.0239770 -0.0239770 -0.6350000 0.0141100 0.6498300 0.0107400 -0.0403450 -0.0077482 -0.0103780 -0.0103780 -0.0103780 0.0000000 -0.0480720 -0.0239770 -0.0239770 0.0282000 -0.6350000 -0.6350000 -0.6350000 -0.6350000 -0.6350000 0.0141100 -0.0076101 -0.0403450 -0.0013858 -0.0013858 -0.0077482 0.0193630 -0.0590000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.635 -0.635 0.000 0.000 0.650 0.650 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.635 -0.635 0.000 0.000 0.650 0.650 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.320921 11.362908 12.376946 10.265654 9.706862 12.122872 3.534709 1.364797 7.829673 3.027756 11.800284 8.909378 6.271678 7.753637 8.106120 9.119675 11.430877 6.929572 10.594007 7.441603 8.577486 8.659301 9.915944 7.716463 7.379738 10.889003 14.269955 9.717199 10.279172 NA 9.073296 7.330572 10.208185 10.313641 11.109341 8.569359 8.921932 7.008644 9.566094 6.593606 6.734021 9.431773 5.856640 3.027756 8.814624 10.104005 13.321103 8.130764 12.771524 5.243513 10.402792 10.094408 15.531421 11.162719 13.616763 10.707232 1.101785 11.048659 9.212367 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 2 4 4 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.282859e-07 3.121225e-07 NA 11.6385119 9.4375563 10.1014240 8.4422278 2.6717010 10.0579525 9.1535802 NA 3.6101567 4.4668881 8.4653607 8.6927714 6.8082486 12.3570768 9.6169812 8.5600947 10.5340735 11.5107281 1.5842410 10.7320876 9.4092055 9.4576909 9.2812142 4.4911348 9.2044665 12.5991390 6.5500310 NA 10.1888000 9.9140430 4.0760973 5.7135309 9.1436238 9.6756820 1.3916028 11.7742257 8.5238258 9.1078087 10.2526886 12.2496937 NA 9.6320522 6.6340952 10.1729614 10.0010443 8.1445797 -1.4158071 7.9787093 3.3916028 11.0718356 7.4484327 NA 10.1403024 1.7102168 9.6778294 8.0063115 0.1691554 6.6663959 10.0964934 8.9340809 1.1692195 7.7314514 9.9592862 -1.4158071 9.1748338 10.2584390 6.7135295 3.2846918 11.0943705 10.3602685 10.1536276 13.6780357 11.7975029 9.2531317 8.6637314 3.3916028 16.1147217 NA 8.0063115 10.5700887 4.2281029 7.2495828 7.8510331 4.2566710 1.3916028 11.1975758 8.0789225 1.9061594 -1.4158071 0.1691554 10.0594736 1.7541606 8.3590340 8.5870619 10.4480459 3.3916028 7.1841593 13.7796574 7.6010554 9.1915770 9.2522453 8.0959993 10.5828266 6.9765641 11.2240396 8.7365315 12.0416276 -0.4158071 2.5842410 13.8675160 9.7796189 -1.4158071 11.4228598 7.6121527 9.7845323 4.8130629 9.5053437 7.6901552 10.9676810 7.3819080 4.8510344 8.5045997 8.5800139 NA 7.0720865 8.8638573 9.8925858 10.2894471 10.3511897 11.7182270 8.5729313 10.9053292 9.7783880 10.4668898 8.4584751 -1.4158071 2.0436945 9.9695699 8.4592279 10.0406011 10.2540176 10.1602586 NA 14.1152321 6.0436792 12.5583924 9.4123831 9.2486940 10.2348498 5.0271894 6.8416348 8.4805790 10.3859551 9.8811629 7.3121669 10.7763824 11.3151414 10.2500268 10.0513427 10.6707148 1.3916028 9.6392716 NA 2.7541820 0.5842891 NA 9.6306887 10.7218784 9.1214651 8.0680624 8.5935297 1.3916028 9.3557363 5.1234055 4.7339942 11.8825957 9.1998765 7.7765396 11.0705790 11.8954274 9.4878274 10.6066145 9.7103059 12.3830223 9.0323632 10.4515255 9.3424699 10.4115895 -0.4158071 6.7591718 10.7678821 10.4807230 1.1692195 8.6692943 11.4230568 7.2172424 10.8702268 6.5898713 9.8771435 10.9450938 7.2388824 0.9061979 NA 7.2672418 5.9151647 9.6934244 10.8481027 8.9560232 10.9013766 5.2707457 11.1782050 9.3891843 7.5179370 10.1107460 0.5842891 3.9418012 7.9527535 2.2846918 5.8416335 -1.4158071 0.9061979 2.2846918 2.1692195 10.8982635 3.7936982 5.9061739 9.1840665 5.6286395 0.5842891 2.8321811 11.2197382 10.6496629 11.4181251 11.1187928 11.3497401 10.3582101 9.6176697 8.8765685 6.8961762 10.3916017 10.5930255 9.7672617 11.1659181 1.7541606 -0.4158071 10.1781047 9.5736413 9.4933897 11.5234586 9.8857429 8.1616756 12.6173256 13.4705625 -1.4158071 10.6048795 6.5799012 11.6265901 10.1934254 1.3916028 0.1691554 NA 7.5898713 NA 9.6422655 6.9461904 9.1998765 10.1359550 10.1846243 8.4515256 9.3167789 1.5842410 NA 10.5870618 2.6717010 4.6503338 10.9277101 9.1673296 6.7740715 3.2280952 7.7790036 11.7664859 9.4359958 8.5658142 11.4486264 9.7502906 9.4320871 9.7339939 4.2561049 6.6822783 8.5514730 10.2606446 0.1386500 0.1386500 -0.2213300 0.0076392 0.1431000 -0.0048461 0.0000000 -0.0071958 -0.0260590 -0.0260590 -0.0260590 -0.0198630 0.1386500 0.1386500 0.1386500 0.0087528 -0.2677500 -0.2677500 -0.2677500 -0.2677500 -0.2677500 0.0076392 -0.3128700 0.0000000 0.0084743 0.0084743 -0.0071958 0.0012481 -0.3104800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.310 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.139 0.139 0.000 0.000 0.000 0.000 0.000 0.000 -0.268 -0.268 0.000 0.000 0.143 0.143 -0.190 -0.190 0.000 0.000 0.000 0.000 0.000 -0.177 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.310 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.139 0.139 0.000 0.000 0.000 0.000 0.000 0.000 -0.268 -0.268 0.000 0.000 0.143 0.143 -0.190 -0.190 0.000 0.000 0.000 0.000 0.000 -0.177 0.000 0.000 9.411589 12.210640 13.540714 10.065037 8.459228 8.324027 4.107805 4.561528 8.277734 6.429736 12.481147 9.099060 11.795679 6.394562 7.676925 7.731451 10.445334 5.713531 9.208128 7.076099 7.634095 8.859324 9.880142 7.142668 6.503110 11.343719 12.167682 9.5135052 10.4406723 -0.4158071 8.1748338 6.5326146 10.1474431 10.6973377 11.6262481 6.9373938 9.5442487 7.3155653 9.6429151 7.1388360 8.5996618 9.5743508 7.4790648 2.3916028 7.9851264 8.5398966 13.2307492 9.5208846 12.9633543 5.0931503 10.2720598 10.7317697 16.4402710 10.9709176 13.5937692 10.6337550 2.2846918 11.8187648 7.0313301 11.1755353 8.3948185 7.7765396 8.7339939 10.7122411 12.1078087 11.2290021 5.4297365 6.2062994 14.2253428 11.9824560 10.3019231 8.3223392 9.8184654 NA 10.7400137 NA 13.2356909 11.7532212 10.6766735 10.8067398 9.4092055 5.4790656 5.3391338 9.2522453 8.9829904 7.2317050 12.0919101 1.7541606 13.3010662 12.2258470 8.0700759 8.2546729 10.6885178 6.4546119 NA 8.5223559 7.3457982 8.7566744 9.0364879 11.2820831 12.9466016 8.9829904 0.5842891 9.3680635 6.8971303 9.0052596 10.3602685 9.5905728 4.1989577 10.4881285 4.0105113 8.9549340 9.1214651 5.1388349 10.7678821 11.0240776 NA 12.9558873 13.2136603 10.6473047 10.1107460 7.9106763 10.6499994 10.7381154 11.6497016 9.9032358 TCGA-CZ-5453 67 1 2419 25 kidney stage ii t2 nx m0 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 1 1 4 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 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 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 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 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1.734014e-06 6.936056e-07 -1.62370962 10.41779230 8.70368594 9.68958309 6.46359630 NA 10.06394617 7.73485050 NA 0.63012585 4.30686737 8.14597085 9.80449326 6.93837519 11.12934987 10.34443995 11.09894066 10.37154699 12.10362821 1.96110468 9.35341306 9.98808008 6.84373894 7.86998858 6.04494705 9.15092010 8.45294872 5.63352130 NA 9.90946291 10.39468112 0.37617923 4.10405145 8.59530150 9.55417555 -0.62393193 9.67534120 8.98253846 8.53095132 10.59983318 9.61214734 NA 8.17379455 5.86798539 10.43649127 10.94907016 9.42666207 -1.62370962 7.56100835 1.69804063 9.75713529 7.50541620 -0.59531482 11.02713546 NA 8.32887460 8.14431767 NA 5.06263551 9.39919438 8.42870102 NA 6.04146860 9.43750429 2.62405409 9.70368577 10.29871753 11.19989842 5.65225702 11.56621705 14.46179231 10.87098875 14.17915428 10.15133182 9.09894059 9.92447346 2.07655910 16.23316039 NA 8.61692445 10.37366550 4.39850087 8.13268942 8.32303944 5.11759947 1.45507072 11.32377007 7.06252866 2.07655910 NA 3.28301795 9.74845402 4.20902439 7.88986045 8.68447233 10.90921949 6.18348850 7.62879838 14.44135992 7.70928857 9.60795424 10.98692732 8.55852748 10.13216823 8.90361015 10.57058218 8.62879874 11.89957259 NA 3.83556032 14.11004880 9.26411532 -1.62370962 12.96291429 8.14762266 9.79345830 4.67991355 6.78127446 7.45561820 10.75415695 8.09037870 2.76845960 9.17541482 9.79398559 NA 9.13768436 8.54355117 9.66730389 10.68958309 10.35018914 11.77122542 9.67877213 10.27284390 9.31571226 10.13352320 7.84280100 -0.03889532 -1.62370962 10.07179645 9.20109177 8.90848900 10.13934555 9.88095209 5.13102145 14.11962644 8.42325713 13.47962586 10.27284390 8.74463945 9.62346727 1.54606718 7.13435649 11.47037580 10.75605296 9.88541330 5.33032893 11.91090531 11.29667209 8.08176569 9.86547935 10.62227992 1.18351827 9.39080223 4.39850087 -1.62370962 0.37617923 NA 8.81388506 10.86522847 8.84067880 8.27700000 10.11354945 3.73367972 10.47810878 5.68901674 4.50665272 12.29629986 11.34713771 8.76307324 11.29964631 11.27945017 9.40127271 9.53095132 9.88640275 11.88763874 9.39850087 10.67962850 8.90067484 10.99061293 3.50542096 8.63469926 10.75388595 10.62593993 2.89969769 8.97943491 11.27227630 8.97418569 11.26163888 9.37472348 10.46591459 11.08457044 6.76845034 0.96110468 -0.62393193 9.05912784 7.19950059 10.12642145 9.74627564 8.94218722 10.52110994 8.20744047 10.70929968 9.41161966 7.74245564 9.90018499 1.37612365 5.25877518 8.98253846 1.96110468 6.19631196 6.07657192 -1.62370962 4.01998651 -1.62370962 10.95851038 6.13102145 6.31277044 9.59607605 5.91699726 NA 1.69804063 10.91940668 10.86020077 11.09123715 11.10192539 10.42564141 10.73560815 8.87398510 9.08780014 6.81067831 10.63145684 12.38543692 10.13809987 11.21435221 -1.62370962 -0.62393193 9.73588277 9.05120813 8.38875782 10.53600451 9.59469633 8.20585579 13.39537635 14.78990980 3.50542096 10.98484999 7.42205635 12.26221071 10.15954064 NA 1.18351827 NA 7.72264703 NA 10.22905275 8.30094553 8.95261750 9.66269098 11.78207232 8.41093210 9.06494292 0.69804063 -1.62370962 11.11886362 1.69804063 2.89969769 10.17784145 9.40334805 7.62168561 4.04855880 7.71375492 11.48024043 9.71987409 9.13102068 10.82991820 9.35981785 7.54605792 10.09552190 4.37658212 7.76415039 9.20188695 9.85490281 -0.0065050 -0.0065050 0.0325630 0.0259520 0.2601200 0.0083351 0.0151680 -0.0055375 -0.0862530 -0.0757450 -0.0757450 -0.0840860 -0.0065050 -0.0065050 -0.0065050 -0.7843700 -0.7836100 -0.7836100 -0.7836100 -0.7836100 -0.7836100 0.0259520 0.0131330 -0.7878200 -0.0138150 -0.0138150 -0.0055375 0.0221640 0.0027797 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.784 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.779 0.000 -0.788 -0.788 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.784 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.779 0.000 -0.788 -0.788 0.000 0.000 0.000 0.000 10.8881328 11.7317595 12.3444399 10.9802230 9.6969336 10.9627384 2.9611047 -0.6239319 7.7589301 0.6980406 12.2167144 8.4649345 5.8918323 8.3764150 8.3196148 8.9450394 11.3384869 7.4341244 10.3281463 10.2660173 8.8918329 9.0304829 9.6284793 8.1818768 7.6358763 11.3151613 13.8590041 9.7070500 10.0542931 NA 9.1226474 7.3448001 9.9894622 9.8442480 11.3005746 8.6673039 8.6346993 7.6429196 9.6429198 6.5410393 6.6240599 9.3288744 2.4635963 4.6429210 8.7248614 9.3303294 13.3789042 8.7695235 12.1492724 5.9100850 6.8918335 10.8216653 15.8215522 11.2961137 13.8730493 10.5451185 0.9611047 10.8347961 10.9239916 9.7226469 8.8201126 8.7630732 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 5 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.855239e-07 3.121225e-07 NA 9.7487440 8.5394136 10.6902501 8.6976609 NA 10.0197929 9.3738009 NA 0.5060941 2.6233987 8.3744579 9.0456570 5.9245608 12.2143355 9.9175753 9.1536592 10.6228552 11.2579439 1.6905065 7.7952241 9.8866053 8.8540415 9.3045469 7.0091523 9.4393090 12.2906726 6.9175750 NA 9.4664907 9.6956205 2.0384362 4.1852719 9.3158830 8.9598455 -1.7690592 12.4038147 9.4978612 4.0639688 11.0923555 12.2115713 NA 8.4966896 10.1517997 11.2163830 10.3068881 8.9470367 -1.7690592 8.4884624 5.1137172 9.7702334 7.6781578 -1.7690592 10.7001924 0.5928278 9.4902294 7.4502429 0.5529672 5.5886277 9.2268418 7.9809438 0.2310637 8.2944696 8.6338097 -0.1839328 9.7353971 8.8892861 9.0687025 5.3808229 12.3903003 12.4374786 10.8765080 14.8156996 10.2720492 9.3564881 9.4925819 1.5530164 16.2575927 NA 8.1735892 9.0107941 3.6573427 8.2409034 8.5025379 6.9657843 2.5399529 11.7339065 8.1384459 2.3185482 -0.7688134 1.5530164 9.1304316 3.8160364 8.8776332 7.8085035 10.6881990 5.1379666 7.0416460 13.3279133 7.4718662 8.9096747 10.8434824 7.0448564 11.1584082 7.4035021 10.7866224 8.1014395 11.2776871 -1.7690592 2.4010024 13.6869798 8.8309876 0.2310637 11.6296848 6.6740185 9.3231710 6.3500163 9.4116055 7.0544415 10.4598934 7.1588530 3.3185338 9.1889023 9.6499815 -1.7690592 8.5507468 8.0352054 8.4319731 11.5182099 9.0066848 12.4031998 9.6552409 10.2129986 9.0702785 10.1925244 8.9281379 NA -0.7688134 10.5734272 9.3858928 9.0376645 9.8462444 9.5869764 4.9992604 14.4134108 8.1809012 10.1874508 8.8439430 9.2359974 8.8291271 5.0384274 6.2644970 10.7820619 10.8358595 8.7428275 6.7349006 11.7866596 11.3953531 10.9560147 7.6233921 11.4603441 1.6905065 9.3644352 3.5886247 1.0384362 NA NA 9.0124343 9.1424665 9.3603577 8.4978610 9.1174647 3.6233870 9.6703861 5.6986797 6.6001478 12.0460576 10.8353963 9.0560334 11.0396367 11.8640698 9.2395033 10.6552410 10.0287361 11.9522807 9.1801717 10.9254326 9.7339064 7.7368862 3.3185338 8.2211787 11.0337930 8.1638947 5.8892861 7.5778986 11.9552687 8.7319167 11.0677168 8.6760897 10.2144246 10.8762827 6.6319540 0.8160672 NA 8.6006719 7.2366992 10.6131583 10.4137794 8.2958176 10.9336803 4.8457861 10.3939569 9.0655457 7.7856637 9.8946327 0.5529672 4.4209000 8.8374800 -1.7690592 4.1618151 0.8160672 -0.7688134 3.5164817 NA 10.6473444 4.1618151 6.8009297 11.2519018 5.5904733 1.0384362 3.0890574 10.6112652 10.5402668 11.3123917 11.3635744 10.0472584 11.5200849 8.4246001 9.3271309 5.8507069 10.7281780 11.6862734 10.4091170 11.6968961 NA -0.1839328 9.7118648 9.2775166 9.3590689 10.6263410 8.8402533 6.5530026 13.1381531 13.1203885 -0.7688134 10.1345800 6.4371611 12.4200498 9.9674766 NA 2.0384362 NA 7.8640697 NA 10.3323971 8.4368681 9.4736534 8.3291065 11.2241900 7.7108546 9.4080955 1.2310637 -1.7690592 11.3322297 2.5529918 3.0890574 9.3072222 8.8658857 6.2310752 4.9725410 7.0448564 11.0795020 10.1555160 9.4766273 11.6703861 9.9294321 7.3317366 10.7329118 3.7605829 6.9487515 8.7585517 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 3 4 4 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 6.936056e-07 3.121225e-07 NA 11.3302947 9.6657845 10.5366760 8.6760911 1.2199584 9.1776243 10.4778341 NA 0.4684269 4.0477652 8.5382588 9.4087781 7.0878383 12.2349387 11.0869117 10.4662075 11.5614608 11.2341019 3.1074703 9.2411995 9.8430918 8.7544393 8.6420066 5.7372189 9.0660590 12.7784186 6.2199410 -2.1022175 9.7737631 9.0597754 2.5418617 6.2730962 9.4112478 9.4386262 -0.5170485 11.5570063 9.0433092 8.2423095 10.2849541 12.0080893 -0.5170485 8.5053443 6.0117550 10.2773921 10.8116512 8.9748296 1.2199584 8.6512304 2.9854822 9.9634299 8.2199419 -2.1022175 10.4373520 2.6593081 8.3492250 7.9176048 1.3574394 7.7101913 10.0610344 8.0298708 1.7053587 6.9231539 9.4259795 -2.1022175 9.2637894 9.6670251 9.4597791 4.3574464 11.6787801 12.2453584 10.9478623 13.6659655 11.1590803 8.4959082 10.1417829 2.5418617 15.9979677 NA 8.7652927 10.3497401 4.9641029 7.5949814 7.2489532 6.1171818 1.2917214 11.4228004 7.5627988 10.0314772 1.2199584 1.3574394 9.0828891 2.8522186 8.7029515 7.7037576 10.3666378 5.0679398 7.4564349 12.7952448 8.3179742 9.2120306 10.1477198 6.5562255 10.8715623 7.5382588 11.5629055 8.1304347 11.4230452 -2.1022175 4.1074703 14.0875296 10.0648046 -0.5170485 12.2999599 7.4254912 9.2599577 4.5127262 8.3378449 8.1542227 10.7370207 8.3169205 6.4792144 9.1589333 8.7652927 NA 8.0477608 8.3615381 9.1932087 9.9499024 9.9724898 11.8880096 9.7113942 10.2165566 8.9383034 10.0407592 8.3848390 0.2199584 2.3574394 9.5346385 9.1001377 9.8434869 10.4564345 10.3775414 3.4829773 13.5841039 9.8467461 12.5380893 9.5364497 10.4429782 7.4810963 4.8522086 6.4678696 10.9281636 11.3152071 9.8920136 7.5328250 11.7988089 10.8851002 9.3848489 11.8280119 10.6901941 1.9854640 9.4178122 4.1648024 3.5704386 NA NA 9.6457872 10.3250647 9.8888269 7.9064427 9.0772574 3.1834230 8.8966043 4.0679398 5.4215768 11.7261503 9.9630933 9.7312993 11.6428477 10.6692969 8.7561270 10.1515659 9.9064424 11.0272969 9.3352456 11.2350782 9.3018992 9.6344158 2.9854822 7.7973710 11.4780368 7.9973748 3.1459383 7.9580341 11.5381458 8.6703284 11.9635141 8.9546514 9.9018831 10.5106520 5.3409574 0.7054029 -2.1022175 8.5677846 7.6019171 10.5864827 10.0464904 9.1220155 11.2040755 7.9492227 10.5837766 9.0117559 7.6105406 10.5715437 0.4829515 4.4058086 10.0188997 1.9854640 4.8637997 2.1459383 0.4829515 4.2199429 0.4829515 10.8600060 7.3574456 6.2730533 9.8388817 6.2527033 0.7054029 2.7053587 10.6783485 10.0471258 11.3161300 11.1741382 10.1186944 11.0855205 8.6377946 9.2489529 6.3281310 10.6221013 11.7859008 10.2857619 12.6352612 1.8049209 -2.1022175 10.0022849 10.3851002 9.4072939 11.0417159 8.9607347 8.3737474 14.0574713 14.7901416 0.7054029 10.7703040 7.8432088 13.8302978 9.7552172 -1.1019078 0.4829515 2.8522186 8.2665205 -2.1022175 11.0437900 9.1932030 9.3425112 9.3958657 11.9672118 8.7745308 9.2626192 0.7054029 NA 10.9967039 NA 1.7053587 9.3305557 9.8123989 7.6156900 3.4829773 7.0828888 11.5141031 9.9451377 9.7656786 11.2899287 10.0181675 7.3978594 10.4763865 4.9623778 7.2860309 9.1340281 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 2422 kidney stage ii t2 n0 m0 male 2006 NA NA 90 kidney clear cell renal carcinoma NA NA white NA 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 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 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 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.629973e-06 3.121225e-07 -0.3300662 11.5380662 10.1196799 10.6433540 9.2782701 0.2549568 9.9344580 8.7204081 NA 3.1294479 3.7992946 8.9941959 8.2091741 6.9461401 12.5984412 10.0297650 8.7130428 10.6073891 12.1222566 2.7574714 9.2120800 10.2298704 8.3928227 8.5948277 5.4773697 9.5791585 14.7652069 6.6007529 NA 9.4282385 9.3799607 2.6700245 4.7574767 11.8658489 9.7246197 3.9179473 11.5480663 8.3102601 6.8794693 11.8240423 10.8542708 NA 10.6640151 7.1497959 10.9203138 10.3936763 8.0751566 -1.3298848 9.2948107 5.1778102 10.0889220 7.9274035 NA 10.2056552 2.6092349 9.5200067 8.1497954 3.4773665 6.6125294 9.6205712 9.2662051 2.7574714 6.6979211 9.7759238 4.6923826 8.9715117 9.3678518 9.2521573 3.8399394 12.6224536 14.6238935 10.5697499 13.4573568 11.4911914 9.5209600 8.2436624 1.9919345 16.0737847 -1.3298848 8.0120898 10.0423363 3.7144104 6.9874277 8.3353510 7.8121221 1.2549568 11.2694633 8.7924552 13.9458489 0.2549568 0.6700245 9.8837271 1.8399596 9.9214978 8.2920671 10.1930872 5.9737972 6.5342017 13.8277570 7.7225835 8.2417682 9.7123586 8.3876917 12.0239561 8.0493939 10.3147730 7.8770295 11.1996899 NA 6.6415590 13.3670372 9.3066400 3.6700132 10.4889968 7.6728305 9.6742359 4.9368028 8.8660026 7.0878680 11.1857152 8.2993720 3.5769091 9.7239413 9.2652728 2.7574714 8.7863592 8.0341502 8.8411923 11.0520990 10.4299035 12.6419522 9.1477735 10.6601193 9.5541859 9.5256625 8.1934987 1.6700245 -1.3298848 9.8191274 7.7992985 9.6075069 10.0607217 10.0857571 0.6700245 13.7964778 5.4644298 8.6212999 9.5217643 10.4443906 9.0591089 4.3704573 6.1698609 11.3235323 10.8207146 9.9743667 7.5029050 11.5098982 10.5955698 9.6285680 7.0319586 11.0248157 4.4513760 9.4637406 3.3138698 2.4773665 NA NA 10.4542412 7.4081072 9.0857571 8.0899753 7.6568810 3.6242062 7.0363374 6.0363385 5.5649543 12.2013968 9.5209836 9.3138716 11.7259756 12.5174643 9.1578555 9.9179429 10.7568151 11.4441847 8.8133987 9.9834652 9.7499867 9.5287735 2.9919345 8.0941817 10.5048813 9.3323009 12.6395817 9.2391495 11.7894428 7.9531040 10.9063286 6.7627727 10.0003720 10.6245752 7.4215591 1.9919345 -1.3298848 7.8424427 7.2587300 9.3512538 10.3197207 8.9060295 10.5974230 2.9179473 10.8795845 8.5526583 8.4997383 10.0936566 1.2549568 5.8696888 8.3030103 -1.3298848 7.9828983 1.8399596 1.8399596 4.9368028 3.2549719 10.5832788 -0.3300662 6.0623333 9.1231007 6.5521080 NA 2.2549870 10.4550591 10.2125636 11.5017184 10.6738846 10.4733392 9.7205442 8.9072254 9.1519560 6.1412018 10.2741052 10.5855213 9.3326838 11.0891855 NA -0.3300662 10.1098462 10.2360693 9.3459725 11.4169495 9.7354315 7.9896874 12.4588356 11.5392236 5.0450541 11.6497978 5.5697949 11.6403010 9.3406715 1.4773665 1.8399596 2.7574714 7.3773745 -1.3298848 10.3735037 9.0983756 8.4464485 9.4749531 11.4755577 8.1778102 9.9432282 -0.3300662 1.4773665 11.2212430 4.8598404 4.0623290 10.0264673 8.6343562 7.8474351 4.6007514 8.7006825 11.2481521 9.6154592 9.6073891 11.2535683 9.9606102 10.1743378 10.0275674 3.4323582 6.9507857 8.7454945 10.6154592 -0.0085766 -0.0085766 0.3260800 0.0000000 0.6120800 0.6320700 0.4922200 0.0018030 0.1144500 0.1144500 0.1144500 0.1242500 -0.0218480 -0.0218480 -0.0085766 0.3122100 -0.3515400 -0.3485900 0.3260800 0.3260800 0.3260800 0.0000000 -0.2753500 0.4706700 -0.3372200 -0.3372200 0.0018030 -0.0078863 -0.3433100 0.000 0.000 0.000 0.000 0.920 0.920 0.000 -0.343 0.272 0.582 0.582 0.000 0.000 -0.323 -0.323 0.246 0.246 0.000 0.000 0.916 0.916 0.000 0.000 0.327 0.327 0.326 0.326 0.000 0.000 0.612 0.612 -0.275 -0.275 0.626 0.626 0.471 0.471 -0.337 -0.337 0.114 0.114 0.000 0.000 0.000 0.000 0.920 0.920 0.000 -0.343 0.272 0.582 0.582 0.000 0.000 -0.323 -0.323 0.246 0.246 0.000 0.000 0.916 0.916 0.000 0.000 0.327 0.327 0.326 0.326 0.000 0.000 0.612 0.612 -0.275 -0.275 0.626 0.626 0.471 0.471 -0.337 -0.337 0.114 0.114 8.576906 12.720204 11.409796 10.156850 9.588133 13.026330 4.819760 5.145751 8.480587 4.600751 12.535459 8.953254 11.725298 10.794738 7.924855 7.925044 12.221363 5.328226 10.146762 11.149796 7.397936 9.282939 9.896975 7.303011 6.670016 12.000372 13.611338 10.4721278 10.0510175 -1.3298848 7.8940168 7.9828983 10.0253665 10.1248287 12.8001837 7.2091745 10.8570580 7.7441571 9.9777854 6.9274035 9.9732252 10.8440047 5.3842605 6.7521638 7.2322578 8.7320616 13.5039925 7.7414778 13.5414393 8.1018470 10.5080374 11.7061890 16.4729040 11.9407487 13.1212909 11.0870767 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 2754 kidney stage iii t3a nx m0 male 2006 NA NA 100 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 3 1 4 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.080817e-06 4.855239e-07 NA 10.7625198 7.7892147 10.1603089 7.1453585 NA 9.5899593 7.7731794 0.2384200 0.8707395 3.5238756 8.4828317 9.7853624 6.1868353 12.1505152 10.2615292 11.2347649 10.3920199 10.5844275 1.4083858 9.7722844 10.1599370 8.1736332 8.0666043 6.5827637 8.8054734 10.2698900 5.6730956 NA 9.2559723 9.6741382 2.5603970 3.5238756 9.0666043 9.9148659 NA 10.9069098 8.6414799 6.2883161 10.5968444 11.3476456 NA 10.4681880 8.2186073 10.4783648 11.0668028 8.4887664 -1.7617023 7.8913129 3.4863926 9.4594507 8.2718911 -1.7617023 10.7913555 0.5604215 9.9275924 7.9612755 2.7620298 6.8158969 9.5105144 8.0995551 NA 6.5916151 8.9916845 -1.7617023 9.9599944 8.6710099 11.0574495 2.7620298 11.6756907 9.9706354 11.0713579 14.4331094 10.9354354 8.5386030 10.4171328 1.5603726 15.3538063 -1.7617023 8.8262453 11.5551737 3.8234335 8.0917776 8.1528532 6.5238708 1.5603726 11.3844000 6.7152551 3.5238756 NA 2.8234233 9.4183770 0.2384200 8.4756779 8.4911332 10.7870490 6.0263707 6.8158969 13.2866993 7.7383139 9.0214661 8.8504147 7.0745183 10.0021824 7.4108956 11.3505816 8.5353843 10.8809709 NA 3.6307899 14.2701260 10.0037540 -1.7617023 11.2879761 7.6264851 9.4958558 7.2636072 7.9799350 7.8877239 10.1107580 7.9950243 4.6814099 9.0610387 9.4102703 NA 8.5794306 8.2257319 8.8904166 10.6613211 9.7983229 11.6091853 9.8267140 9.6922530 9.2760148 11.0970318 8.1599520 1.6979072 1.5603726 10.5693848 9.8646333 10.1872220 10.0099573 9.8393101 5.0964474 14.2582541 3.3677485 14.0060575 10.0757016 9.2725792 9.8917609 3.7620298 6.5052542 11.4834263 10.7824664 9.6124205 5.8531773 11.9730685 10.2923938 9.6642083 11.1990129 10.5362440 1.8234233 9.2404813 4.3045548 -0.1765767 -0.7614577 NA 9.9064664 8.5490808 9.7824664 8.2370584 9.6735912 4.7776249 9.1065187 5.1692035 4.7068897 11.9009138 9.8890709 8.5581402 10.9631949 10.7776268 8.9423714 10.6227120 9.4982112 12.0852315 9.3371580 10.4341477 9.8773562 7.8769037 1.9389256 8.9655376 11.2280398 10.2169568 2.2384812 8.4770637 11.9729659 9.2071347 11.6954640 0.5604215 10.2053339 10.7063282 5.8895198 1.4083858 -0.7614577 8.7162261 6.8531773 10.7335734 9.5749745 10.1317694 10.6278303 7.0458230 10.6958719 9.2214615 8.0393676 10.3176193 -1.7617023 4.5422457 10.0530504 -1.7617023 9.1279719 3.0964474 1.8234233 4.2157485 -1.7617023 10.6058826 6.0964495 5.7222829 9.2041945 6.8996047 1.0457924 3.0964474 10.7475006 10.0194177 10.5310771 10.8816477 9.8827749 10.7940157 9.1088326 8.2675068 6.9174198 10.7639887 11.7340731 9.9095666 10.9824608 1.2384812 NA 10.2698245 8.7442795 8.8337253 10.5261802 9.2071347 7.2042522 12.4085494 15.4644473 4.2828623 10.9537865 8.1429673 12.9672919 9.8568534 -1.7617023 -1.7617023 -1.7617023 7.4816420 6.1026539 11.1564124 7.9983563 9.5110978 8.4552138 11.3690385 8.3945510 8.9193374 1.0457924 NA 11.0304447 -1.7617023 0.8234233 9.7363197 9.6047900 7.5536178 6.1332861 7.2608358 11.5276222 9.8504149 9.4834262 11.4514202 9.7584088 8.0442116 9.8755456 4.5024388 6.5783183 9.2078545 10.2479466 -0.28141000 -0.28141000 -0.27974000 -0.27592000 0.45883000 0.45569000 -0.28807000 -0.28569000 0.00000000 0.00000000 0.00000000 0.00086956 -0.28141000 -0.28141000 -0.28141000 0.42642000 -0.27974000 -0.27974000 -0.27974000 -0.27974000 -0.27974000 -0.27592000 0.10384000 -0.28807000 0.47826000 0.47826000 -0.28569000 -0.27711000 0.09801800 -0.286 -0.286 0.000 0.000 -0.279 -0.279 -0.277 0.000 -0.273 0.389 0.111 0.000 0.000 0.126 0.126 0.421 0.421 -0.281 -0.281 0.000 0.000 -0.289 -0.292 0.426 0.426 -0.280 -0.280 -0.276 -0.276 0.478 0.478 0.101 0.101 0.456 0.456 -0.288 -0.288 0.478 0.478 0.000 0.000 -0.286 -0.286 0.000 0.000 -0.279 -0.279 -0.277 0.000 -0.273 0.389 0.111 0.000 0.000 0.126 0.126 0.421 0.421 -0.281 -0.281 0.000 0.000 -0.289 -0.292 0.426 0.426 -0.280 -0.280 -0.276 -0.276 0.478 0.478 0.101 0.101 0.456 0.456 -0.288 -0.288 0.478 0.478 0.000 0.000 10.194481 11.385514 11.507010 10.440592 9.606974 11.985717 2.486405 1.238481 7.998356 4.808323 12.249433 8.541826 10.977616 7.616806 7.975259 8.654210 10.715720 7.189752 11.245846 10.293411 9.015723 8.785874 10.005490 7.462470 7.600412 10.808086 12.469314 10.016545 9.935435 NA 8.596020 7.891313 10.047834 10.274985 11.747501 8.992520 8.723291 7.055452 9.615678 6.271891 7.435684 8.592717 4.260839 5.293749 8.875093 10.092557 12.647196 8.076096 13.084987 4.974396 6.962982 11.194299 14.878939 11.290526 14.479073 10.932608 0.238420 10.016545 10.101493 10.215390 8.632931 8.558140 9.717743 9.367107 10.665257 11.288146 2.045827 3.560397 14.503823 11.060043 9.758596 6.856854 10.166986 NA 11.039570 NA 12.389881 11.051237 10.684000 10.255276 10.159937 5.514593 7.553618 8.833725 8.597119 7.108833 13.034296 2.408386 13.126117 12.399600 8.047432 9.652524 9.655793 4.664733 NA 9.197746 7.781500 9.312609 9.937081 11.280298 11.907574 10.353837 -1.761702 9.917068 4.793058 9.455820 11.182997 9.397709 2.823423 10.482534 8.862349 7.866002 9.782466 6.528487 11.228040 11.137636 NA 13.319577 12.410817 10.377699 10.317619 7.505254 10.247597 10.126831 10.853909 10.265251 TCGA-CZ-5458 43 0 NA 2789 kidney stage iii t3a nx m0 male 2006 NA NA 100 kidney clear cell renal carcinoma NA NA white NA NA NA 1 2 4 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 8.323268e-07 2.080817e-07 NA 11.22774114 9.10254266 10.13451629 9.08224646 6.65523589 9.49430019 5.59653268 NA 0.60093575 3.05646214 8.26742016 9.92493450 6.22021385 11.86097149 10.28676578 10.97004799 9.88740981 11.51132102 0.67798173 10.68918374 10.26554648 7.90292314 8.49430040 8.07712761 9.21245383 13.38833548 5.85587511 -0.05904398 9.74888249 9.87762877 2.81545247 4.35603110 8.66209011 9.43016984 -0.05904398 10.92327147 10.36165290 10.53966376 10.45537623 10.57216795 -0.64408163 9.30949727 3.91061755 10.30949739 10.94708320 8.79273987 -0.64408163 8.90581298 2.60395268 10.11091586 7.90677518 0.35603110 10.67771136 1.52275884 9.41911327 8.18098723 -0.64408163 6.23867223 9.67287558 8.53095405 2.16336991 6.60395564 9.07370484 3.64143042 10.22292094 10.05776799 9.21789083 5.20152017 12.92255343 11.43967393 11.38082180 13.93534433 10.75075907 8.64365997 10.80259480 3.21401598 16.31973732 -1.64385619 8.35320771 11.42782592 4.91061755 7.96705330 8.46716412 6.80723899 0.35603110 11.60780665 8.49929700 9.08904364 1.16336991 4.44349394 9.91588341 4.42211860 8.59681963 8.20933785 10.39837175 6.81135543 6.93345697 13.72012885 7.21400918 9.23637709 10.79845357 7.18891814 9.96090594 8.69253495 10.63563896 8.61694796 11.46700099 NA 2.67795919 15.04744479 10.45142544 0.35603110 12.42774213 7.70032458 9.73323891 1.94099360 8.33044277 7.37561900 11.35338433 8.01066461 3.99988278 9.16659997 9.48144184 NA 8.64719901 8.82770377 9.06597372 9.91922461 10.33616799 11.61209554 9.63098893 10.48337797 9.71906807 10.39254551 8.39229810 -0.05904398 0.94095602 9.95175213 8.70254223 9.37074625 10.59979738 9.98310619 3.52595610 13.85886020 13.48370037 12.69775569 10.08479922 9.54338046 9.15287929 4.40042180 6.63679860 10.23675987 10.93581574 10.00618257 6.65064969 10.86727951 10.87418972 7.60395564 9.64374077 10.76303057 2.52594357 8.66708421 4.50577663 3.11091442 NA NA 8.83479811 10.28158281 9.37353272 7.93534423 9.37248160 4.76541805 8.09580894 8.67795637 6.09073701 12.05830932 9.38807413 8.92113042 11.28084093 11.08394882 9.31313042 10.64027413 9.77229808 11.87505029 9.17620731 10.95431360 9.68750516 5.01423923 1.16336991 8.88935824 10.93840563 11.71982507 2.87958815 7.87350071 11.40842661 8.89518718 11.10966300 10.07284781 10.38704034 10.62690770 6.63215332 -0.05904398 NA 8.99988447 6.87172785 10.58754961 10.29854285 8.59084600 11.08925561 8.29266627 10.80516418 9.02225239 7.94661566 10.26329467 1.81545247 4.23867223 9.21167565 -1.64385619 6.13738876 4.18891518 3.44348731 4.54585102 -0.64408163 10.68946332 4.95594045 6.51084644 10.05299591 5.63410532 0.67798173 2.94099360 10.83656618 10.58904885 11.07113242 10.81340925 10.67202704 10.59353716 9.82871932 9.19049955 6.53444452 10.79974900 10.92017791 10.21827830 11.70018558 5.78229323 NA 9.97441387 10.90050994 9.29119350 10.47820932 9.43817743 8.48014958 12.78739541 14.14390546 0.94095602 11.73811198 7.75965853 12.83384989 10.16780449 -0.64408163 0.35603110 NA 7.66891121 -0.64408163 10.32073027 8.68918382 8.97899525 8.88935824 11.29725947 8.28380651 9.21907629 4.60395861 -0.64408163 10.82210489 3.16338602 3.67795919 9.30512557 9.25236078 7.21089631 4.50577663 8.07541711 11.09475400 9.71137944 8.99717694 11.17500992 9.55570076 9.20151845 10.51526903 4.38459555 6.90292254 8.64374077 9.94474310 -0.0008316 -0.0008316 -0.0012576 -0.0019399 0.4840600 -0.0107840 -0.0087146 -0.0051227 -0.5332700 -0.5332700 0.2009100 0.2009100 0.0000000 0.0000000 -0.0008316 0.0069435 -0.4388600 -0.4949600 -0.4949600 -0.4949600 -0.4949600 -0.0019399 0.0015255 -0.0118410 0.0043021 0.0043021 -0.0070425 0.0012481 0.0040243 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.489 0.000 0.000 0.000 -0.488 0.000 0.000 0.000 0.000 0.484 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.332 0.201 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.489 0.000 0.000 0.000 -0.488 0.000 0.000 0.000 0.000 0.484 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.332 0.201 10.433512 11.563958 12.025799 10.376314 9.775989 11.036608 4.400422 2.603953 7.464553 3.999883 12.454636 9.144363 6.555701 6.819921 8.217007 8.524700 11.861096 6.744045 10.836566 8.586049 8.733239 8.349236 10.352332 7.188918 7.120900 11.066835 13.252550 10.353208 10.322534 -1.643856 8.741891 7.313131 10.234463 10.440505 11.625447 8.766480 9.614594 7.017806 9.993106 6.570348 9.000786 9.570955 5.575197 4.731069 9.386695 9.722351 12.964803 8.408596 12.536715 7.342012 11.359546 10.064681 15.299768 11.817380 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 male 2006 1515 NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 1 1 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.323579e-06 7.629662e-07 -0.04394335 10.40515849 9.55778073 9.74961320 7.78889970 7.97003052 10.06060866 7.64806704 NA 2.07536148 4.68393221 8.51059883 9.74798666 7.71423315 11.89448683 10.16485389 9.67197195 10.48397062 11.73552408 2.86290759 10.33647097 10.18723106 7.57439523 8.52015938 7.20867527 9.10575690 13.46491882 6.67025543 NA 9.87933742 9.89338375 4.00040570 4.97859836 9.17154287 9.58445540 3.04346700 10.40722102 8.74717287 8.45585570 10.96793597 10.45036544 -1.04394335 9.62400838 4.08528867 10.29084182 10.59399319 9.29697263 NA 8.09300074 3.20393720 9.79914577 7.91311201 6.59459035 10.41661420 1.95601947 8.70587944 7.91601199 0.54101915 6.89264724 10.20096823 8.59806144 -1.04394335 6.13591856 9.55219971 -1.04394335 9.55685203 9.89264785 10.64600790 4.08528867 11.04801380 14.26185790 10.69579047 14.13506368 10.66380037 8.98805550 9.67625418 -0.04394335 16.27073474 NA 7.97281842 10.25177885 4.24141311 7.62843533 8.65991350 6.59986673 1.24877769 11.30584396 7.29099844 13.78260803 -0.04394335 2.27792525 9.88674721 0.95598228 8.59986599 8.27115952 10.69831929 6.14583435 6.67710932 14.09508155 7.71756128 9.37069503 8.82637465 7.63549032 10.05457502 8.66336917 10.25177885 8.77459205 11.84722401 -1.04394335 6.66336882 14.68947546 10.16728980 1.54096958 12.08303694 8.06975210 9.45386179 4.44786348 8.14336178 7.06975157 10.77219356 7.89558922 4.47957334 9.33430480 9.28243934 NA 8.65818256 8.37807459 9.55499283 10.91420011 10.19739720 11.74368393 9.11965965 10.41800089 10.05272508 10.23503998 8.55616421 2.76336908 2.86290759 10.57989139 9.61956799 9.17638810 9.79914577 9.98667701 3.59986525 14.33900535 8.86889909 12.90547187 10.20096823 8.85385534 9.59172803 3.12593208 7.20393720 11.50193966 10.59535064 9.46677413 5.68392940 10.99948496 11.05239565 8.94327377 10.31301202 10.71256621 3.20393720 9.49881930 5.12593621 1.76336908 NA 0.54101915 9.18362595 10.56426469 8.93900349 8.15568245 10.35995398 4.08528867 9.76336476 6.86889909 6.63668552 12.42004505 10.31630835 7.98667715 11.01400163 11.27115946 9.32123882 10.50675664 9.93400527 12.31891259 9.26548636 10.14830269 8.95036343 10.16728980 2.41543419 7.55219952 10.86064449 10.94226084 4.38227298 8.94500686 11.34133307 8.76818730 10.71214917 10.04678393 9.80853935 10.79008584 8.35688944 0.95598228 NA 8.19441460 6.01129212 9.66767680 10.26207158 9.13467479 10.51059873 7.21810499 11.12850614 9.24948161 7.11588118 9.91093319 1.76336908 5.81399149 9.07495091 -0.04394335 7.38646264 2.12594860 1.88959036 3.76336908 -1.04394335 10.57714602 5.36540209 5.43174329 11.79275065 6.15224225 -0.04394335 3.20393720 11.44309626 10.53721044 11.14799437 10.78176369 11.10766074 11.33403373 8.86440253 8.93430566 6.62510826 9.89411928 10.17517838 9.91601184 11.34214186 1.27792525 NA 9.76336476 8.85687679 9.33430480 10.26093153 9.80228387 7.37807459 11.96741188 13.65634123 4.08528867 10.70336376 6.91125296 11.72398741 9.86740184 -0.04394335 NA -1.04394335 7.95882470 NA 10.17400998 7.39895313 9.36963791 9.49322821 11.12217300 7.58900539 9.17716187 1.76336908 0.54101915 10.66250594 2.12594860 2.54096958 9.76979108 9.37912577 6.54846745 8.24833132 8.01940503 11.26349533 9.74717270 8.39687917 10.92755347 9.59648088 7.81087813 10.77977516 4.71090009 6.99492927 8.23909821 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 2873 kidney stage iv t3b nx m1 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 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 4 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 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 1.075089e-06 4.161634e-07 NA 10.06363991 8.58131622 9.95211891 7.28932360 0.48191888 10.85917904 7.17590878 NA 0.78651272 4.98976119 8.54940272 9.45709991 7.91659666 11.92348623 9.94651419 8.79144489 10.80164063 11.76389852 4.98976119 10.29935194 10.29895209 8.49319578 8.14374646 5.28932176 9.03175330 13.30603225 5.60090900 NA 10.03127181 9.82404321 3.33994974 4.94140215 8.91972055 9.56611247 -0.51808112 10.96704306 8.92387534 8.45781629 10.95440550 10.64089373 -1.51787454 9.92594810 4.72989532 10.71228925 10.70838074 9.32274637 -1.51787454 8.66063346 2.18240627 10.55610998 7.78803050 -0.51808112 10.72956084 1.28930331 9.68898284 8.23685612 1.94140684 5.68164041 9.71138821 8.66932056 -1.51787454 7.42154732 9.43907059 1.06695024 9.69568035 10.14908010 10.75197178 3.38886457 11.92884245 14.11015770 10.75751110 14.22764283 11.01188701 9.03751621 9.97432252 2.65188979 15.87046515 NA 7.77888468 9.58131641 4.71078991 7.33994974 8.59440784 3.76736877 2.73218235 11.07652636 7.87002867 6.96980898 -0.51808112 2.87428549 10.24642543 1.94140684 8.64183970 8.18587200 10.47490689 6.80839792 7.08188177 13.66273239 6.88710970 8.60608980 9.58263089 7.56411747 11.59094048 8.02112712 10.31959648 8.46210796 12.11677956 NA 3.43616184 14.27269881 9.04707046 0.06695024 11.77328314 8.12942676 9.66436284 4.52636308 9.44052122 7.25015248 10.96048536 7.60090974 4.28932545 8.81735880 9.08188124 -1.51787454 10.16100865 8.49179699 9.64247018 10.42887476 9.68409233 11.81688002 9.78460737 10.82376528 9.76505681 10.92905176 9.03606809 0.48191888 0.80388829 9.67364458 8.74288808 9.12040430 9.95465929 9.88764178 5.88284844 14.14844218 8.35079115 12.74082895 10.02934507 8.78916942 9.98678749 3.52635682 6.77198723 11.23873331 10.36804608 9.78003100 5.98181385 11.82762601 11.16825015 9.79994631 7.85047504 10.75896528 1.06695024 9.58291987 6.17545474 -0.51808112 NA 0.80388829 9.54805779 8.47065318 8.86890865 8.84391226 9.50132290 4.18240627 10.45423040 6.13302093 6.09232797 11.96477646 10.20264031 8.41860657 11.31801885 11.94344796 9.76273930 10.37489070 9.85755108 12.46896599 8.83069678 9.42594850 9.69750157 10.39859439 2.28933283 7.81288516 10.68531647 11.63253138 2.38885079 9.66165377 11.32490807 9.12942702 10.25097981 5.59049424 10.33761566 10.89109423 7.70355549 1.94140684 1.06695024 8.37071181 6.77658963 9.76273930 10.31880783 9.39111145 10.91477139 5.81288580 11.32559717 9.40306551 8.16144836 9.72633228 NA 4.72989532 8.92076044 0.06695024 7.15085310 2.65188979 6.03655828 2.65188979 -1.51787454 10.17196650 6.48759246 6.22343607 10.45755859 6.08054255 NA 3.38886457 11.04992456 10.38810750 11.25035965 10.70174206 11.11904616 10.93189096 8.10035380 9.18672809 6.11125254 10.37564930 11.49860272 9.82958987 10.44124598 NA 0.06695024 10.11086967 8.93214889 9.24849736 10.49912486 9.87321216 6.64687547 13.02288357 13.78407189 -1.51787454 10.46460568 7.03751621 11.43452779 10.00307822 1.48197053 -1.51787454 NA 7.59831235 -1.51787454 10.75027361 7.92283769 8.93420981 10.09299334 10.74347584 8.60350210 9.24816620 3.80389862 -0.51808112 11.14285579 1.06695024 2.38885079 10.11677956 9.18414117 7.36461183 4.61124912 7.53453634 11.49912491 9.84719738 9.03463749 10.30294525 9.27769167 8.17545524 10.53283746 3.00552575 7.71558797 8.86026325 10.45458935 -0.087357 -0.087357 0.175650 -0.070937 -0.079229 0.600610 -0.083067 -0.141030 0.005970 -0.013339 -0.013339 0.000000 -0.087357 -0.087357 -0.086784 0.171510 -0.542700 -0.542700 -0.542700 0.175280 0.175280 -0.070937 -0.546140 -0.083067 -0.085988 -0.084262 -0.141030 0.162050 0.136870 -0.141 -0.141 0.149 0.149 0.000 0.000 0.162 0.137 0.148 0.108 0.108 -0.116 -0.116 0.000 0.000 0.120 0.120 0.000 0.000 0.135 0.135 0.110 0.000 0.172 0.172 -0.367 0.175 0.000 0.000 0.000 0.000 0.115 -0.410 0.157 0.601 0.000 0.000 0.000 0.000 0.000 0.000 -0.141 -0.141 0.149 0.149 0.000 0.000 0.162 0.137 0.148 0.108 0.108 -0.116 -0.116 0.000 0.000 0.120 0.120 0.000 0.000 0.135 0.135 0.110 0.000 0.172 0.172 -0.367 0.175 0.000 0.000 0.000 0.000 0.115 -0.410 0.157 0.601 0.000 0.000 0.000 0.000 0.000 0.000 10.673645 11.521059 12.279833 10.587877 8.990754 10.788885 1.481971 3.691422 7.785749 4.839521 11.823765 9.200493 11.535894 7.777324 7.954964 8.621520 10.776589 6.882848 10.061756 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 male 2006 317 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 5 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 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 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 5 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 1.976776e-06 2.080817e-07 NA 10.16935808 9.03390832 10.41895963 8.74010691 -0.33315253 9.91834017 8.43414822 -0.91811503 -0.10252721 3.75432100 8.44712415 9.52224548 5.89567585 12.18641213 10.24460133 9.31371635 10.54260717 11.61680602 2.16934781 9.35976383 10.18714902 7.96759171 8.36266626 8.85582560 9.50816002 12.86310128 4.34867859 NA 9.50816002 9.81787424 3.66685883 3.80981571 11.39831825 9.39193995 1.08188497 11.02642433 9.33751397 8.22909999 11.03390845 10.43972213 -1.91811503 10.02880160 5.43944695 10.53413652 11.01963687 9.29621441 NA 7.94608164 3.36730117 9.87671722 7.77886300 NA 10.46481915 2.40743433 9.34650797 7.85503477 -0.91811503 6.73294751 9.64366051 7.97671304 -1.91811503 5.93987536 9.19368305 3.03609887 9.58223929 9.27911188 12.08585230 5.43062316 11.69015241 12.64979195 10.89707839 13.85843112 11.40396427 9.08541324 10.52665133 3.25182511 16.13260484 -0.91811503 8.49552329 10.91062677 4.34867859 7.52690998 8.53104375 6.69291953 1.08188497 10.96166992 7.18063821 4.43945027 NA 3.16936384 9.69015009 5.71852055 9.39930784 7.81321426 10.58522415 6.10980141 7.06488932 13.12145696 8.08048552 8.53104375 10.85069990 7.79614087 10.82147967 8.74367350 10.84945905 8.27542057 10.65246256 -1.91811503 6.93676395 14.60845564 9.91201432 2.93988476 11.65755270 7.57174354 9.42230176 2.25180997 9.03972294 7.39023432 10.85235269 8.52380186 3.78233517 9.58820286 9.33751397 1.25180997 8.44383910 8.23037164 8.99178825 10.63384376 10.11909896 12.11673292 9.69107400 10.33456068 9.40043802 10.18025641 8.19395700 2.54131659 -0.33315253 10.01337153 7.96911595 9.80726153 9.96415615 10.09800707 0.08188497 14.34725393 4.58969159 11.68818482 8.92345971 10.03572796 9.06773712 3.36730117 6.20083585 11.61546835 11.09643884 9.11875579 7.63456423 12.00162641 10.72687812 8.13853292 9.81872005 11.05146170 3.32982683 9.24956433 6.14798433 0.40381306 -0.33315253 NA 9.65554253 8.71851986 9.86284515 7.85007930 9.40311878 4.60545878 9.40776295 6.22144599 6.19563697 11.82851457 9.82251937 9.81998760 11.63528457 11.39463643 8.75961493 10.28982467 10.16836324 11.71102416 9.27542057 10.35598222 8.97595513 8.70211518 5.71852055 9.07057985 10.95687662 11.86597795 6.46559905 9.62618851 11.28279388 8.86816478 11.25838012 7.81321426 10.04695809 10.73876699 7.51860674 1.25180997 NA 9.01484818 6.83008796 9.91518071 10.03899729 8.62395975 10.85544659 7.22400264 10.76466164 9.13649954 8.58373230 10.23892631 2.60544692 5.04767798 9.64937601 -0.33315253 7.62299183 4.93987536 2.66684747 2.98879374 4.05917354 10.62806627 6.17465209 6.53722306 10.76531975 5.82309205 -0.91811503 3.03609887 10.76027535 10.10287527 11.41435147 10.89867892 9.93051826 10.62250772 8.22782722 10.16736445 5.30019329 10.90406774 11.46627431 10.30619843 11.46708360 -0.33315253 -1.91811503 9.94104174 9.51912709 9.14056344 10.62129650 8.96453841 6.32982324 13.81013468 13.87968344 4.78233517 11.07270836 7.03099260 14.10163801 10.11600638 -0.33315253 0.40381306 -1.91811503 7.91003165 -1.91811503 10.02885642 8.61327674 8.47956970 8.48597257 11.65542410 8.05774322 9.48544534 0.40381306 NA 11.09329726 0.66684747 1.88923989 9.46937421 9.45802061 8.11256253 6.31071456 7.97974071 11.34853541 9.25682103 9.71307234 10.66450773 10.08730225 7.84178321 10.46775766 4.34849447 6.81660483 9.10980115 9.87915145 0.0108420 0.0108420 0.9340500 -0.2223100 0.2605900 0.2373600 -0.0132640 -0.0833330 0.0992880 0.0992880 0.0992880 0.1431000 0.0108420 0.0108420 0.0108420 0.2345700 -0.4540000 -0.4540000 -0.4540000 -0.4540000 -0.4540000 -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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 2 1 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.664654e-06 4.161634e-07 NA 12.2086718 9.3950679 10.9791579 8.4832620 5.7063565 9.7262572 10.3036134 -0.7114642 0.1484786 4.3545932 9.3274240 8.1863505 5.4881776 12.1795293 10.2643531 8.9697434 11.3777900 10.9032149 1.0958569 8.9600463 9.7576382 8.7386854 7.7622106 4.8583590 9.3552670 14.8086782 5.7883516 -0.1265805 9.4521547 10.2394255 3.2426940 4.4979572 8.8574113 8.9706219 3.0433970 10.5727508 8.1371279 10.5188258 10.0853559 11.6366799 NA 9.0425573 6.1339950 11.0768156 10.6835036 7.5762175 -1.7117005 7.7743344 3.3759708 9.7853588 8.8874881 -1.7117005 9.9668104 3.3797873 11.0211029 7.9196821 3.8734687 7.0265976 9.0500562 8.2266145 2.3759569 6.5692754 9.8681086 NA 9.7494729 8.5739073 6.8846944 2.1954106 12.3622793 14.4218079 9.8344349 13.8604947 11.8312952 9.1126921 9.2477825 4.0698654 15.4407503 -0.1265805 7.9662245 9.2251431 4.5739077 7.0566897 7.9013738 4.2885062 0.6104166 11.4733804 8.3364334 2.1954106 0.2885358 3.1464923 9.4559233 1.2884767 8.3369921 8.3437875 10.4955194 3.3759708 6.4684139 13.0183382 8.5149172 8.8478823 7.1118722 7.4758574 10.4683831 8.5623008 12.3826653 8.6667999 11.6598734 -1.7117005 5.1588702 13.5218626 11.2381494 -1.7117005 10.9219545 6.9467168 9.0682245 4.6978961 7.9413499 8.0417221 10.7402314 8.0316565 3.8430894 9.6797487 9.1078858 NA 9.2103460 8.1588697 9.2199814 10.1780091 11.4184320 11.4838311 8.8649893 10.0558620 9.1308555 9.9105568 7.9040427 1.6104166 4.0164250 9.8101055 8.2528461 11.3898571 10.5197263 9.7340374 0.2885358 13.4133130 11.6794801 14.9179329 8.7314487 10.7394585 9.2236702 3.9323636 6.7063579 9.0690448 10.9417980 10.1351708 6.2600482 12.0134633 11.0579297 9.5808267 7.2103460 11.0483933 -0.1265805 10.6050242 2.1954106 NA -0.7114642 -1.7117005 9.2571719 10.4064728 9.0861668 7.8411743 7.4956904 2.7479459 8.5076737 4.6978961 5.0433926 11.3613076 10.8406938 8.8874881 11.3227882 10.1110759 8.9041348 10.0974692 9.7463989 11.7372667 9.5934268 10.3576192 8.7355882 6.7763449 1.2884767 6.7063579 10.9622558 3.6315583 1.7479459 7.2182368 11.0974692 8.1619491 11.9625870 10.7487050 9.5388035 10.6050695 6.6722089 -0.7114642 -1.7117005 6.6978961 6.7479365 9.4382523 9.8329867 10.3420917 10.8017392 4.1711508 10.8479945 9.5582162 8.4795644 10.1229761 -0.1265805 5.1588702 8.3260519 6.8315365 6.4832612 1.0958569 4.2657819 3.3759708 NA 11.5109982 2.9323636 4.5739077 8.9556165 5.7494109 0.6104166 1.4584345 10.9852553 10.1654056 10.8981455 10.6738283 10.6366800 11.0291291 10.7644918 8.8818961 7.7564776 10.4590561 10.6433054 9.6205417 11.4256564 4.4979572 NA 9.7833607 9.1795292 10.1042887 10.7705567 8.7692954 7.8939846 13.5825873 12.8750517 0.2885358 11.3011296 5.8826064 14.1104036 9.8430940 1.0958569 0.2885358 2.0958569 8.3786174 7.1054885 10.0027721 8.4293348 8.5340577 8.9626974 10.6697776 8.6138105 9.3996473 0.6104166 NA 11.1100798 1.4584345 3.0958569 10.1178314 9.0674034 6.5028238 4.1464842 7.9538408 11.6368183 9.5605516 9.5785240 12.1298729 10.0172760 7.8659337 9.4350737 4.5173261 7.6372335 8.9377613 9.9174062 0.0116790 0.0116790 0.0027370 0.0033299 0.8544200 -0.0069195 0.4288900 -0.0033243 -0.0666540 -0.0666540 -0.0666540 -0.0666540 -0.4139100 -0.4236400 0.0116790 0.0011687 -0.4337700 -0.4348500 -0.4348500 -0.4348500 -0.4348500 0.0033299 -0.4406300 -0.4399400 -0.4330100 -0.4200300 -0.0033243 -0.0228810 -0.4277800 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 -0.424 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.434 -0.434 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.011 0.429 -0.420 -0.420 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 -0.424 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.434 -0.434 0.000 0.000 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 1 4 4 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 1.24849e-06 3.121225e-07 NA 11.17184844 9.46500738 10.92040027 6.97531492 NA 9.71340181 4.05225937 NA 0.03365205 4.42725082 8.97406893 8.53598799 5.95271330 11.76970873 10.08705013 11.39420200 11.61907181 11.15338451 2.55279511 8.16749291 9.86061648 7.84501953 8.58661427 5.50525580 9.42770778 9.74772256 5.62444310 -1.20223992 9.48220615 9.74370530 2.65587843 5.62444310 9.01887866 9.41674011 NA 10.55674361 9.12713154 8.37909630 10.25835167 10.96766419 -2.20223992 7.57432861 7.13774532 10.25450689 10.93488687 8.30271477 NA 7.52581597 2.70478345 9.32781421 8.15654679 -0.18770716 10.26905022 2.66480138 7.77946329 8.19770767 -0.61705613 8.02430804 9.32781421 7.54608879 0.11982095 5.85859277 8.59231164 0.60520984 9.24601206 9.90380429 12.21409954 3.63078986 13.94453962 10.30023037 10.31605713 13.65502633 10.70215407 8.52070314 8.75136463 1.25731241 15.53917841 NA 8.56855964 11.84544575 4.66826098 7.88270418 7.46855236 4.33705452 1.49942497 11.70403478 5.45767637 4.42725082 NA 0.79792605 8.93103797 3.52581832 9.02008683 8.08329795 10.98617554 4.24084093 7.05292447 13.31952688 8.37154275 9.92750080 11.38156620 7.54104704 10.25248035 5.70478622 11.61027364 8.44804980 11.30865996 NA 2.19020396 13.12281464 10.92169383 NA 11.23043769 7.46500718 9.09021751 6.36013774 7.48439596 6.81191667 10.57473997 8.29674509 4.75209024 9.55653537 9.76368013 NA 8.91683697 7.95650568 9.49833545 11.25578962 11.38309307 11.53337777 9.70516201 9.51814011 9.03031676 9.50050133 8.06560731 -1.20223992 3.55278282 10.08069457 9.78267017 9.76045566 10.38871672 10.39804098 4.48439596 14.08665373 6.93232225 12.71293482 9.32194771 9.69043857 8.23460718 3.44174905 8.16203023 11.42907281 11.55393081 9.78231420 6.69574054 11.63394118 10.91797164 8.81609598 10.80299393 10.88370015 0.79792605 9.33623518 2.19020396 3.86398799 -2.20223992 NA 9.16531052 10.49941879 9.51342876 7.83681475 7.53209717 1.60525726 9.43497343 4.72863346 6.56813094 11.19597137 10.47583555 9.12488693 11.92870764 10.49638345 8.37699487 10.19770779 10.25707122 11.14952517 9.24497908 11.74927157 9.73668148 10.17021677 2.79790530 8.68053886 10.93808646 8.98027156 -2.20223992 8.25623039 11.52390098 8.87871339 12.12699134 6.19877504 9.21522089 10.38824885 6.80071098 1.49835300 NA 8.76295867 7.16203074 10.60886901 9.77517568 9.00734914 11.05085679 5.75789799 10.35651734 8.86533025 6.98771992 10.40360677 -1.20223992 5.60525134 9.73563742 -1.20223992 6.18159953 2.70478345 2.04582736 4.69271174 NA 11.50017668 4.96781878 5.20728770 9.55361797 6.44030776 NA 1.79788456 10.66053310 9.85690215 11.13202938 11.59636757 10.23538781 10.69005910 10.68854004 10.60788897 6.92542626 10.59859346 10.77874935 10.64690985 12.24303997 -1.20223992 -1.20223992 9.87838020 9.50697953 8.37248943 10.94843644 8.90903141 8.24910681 12.01449007 13.36377136 1.49835300 11.06614538 6.27054576 13.02234973 9.64142428 NA -2.20223992 -2.20223992 8.44175195 -2.20223992 10.66092051 8.58171240 9.22782553 8.83406931 11.08863462 7.95144792 9.16311375 2.04582736 -1.20223992 11.44905958 -0.20207395 -2.20223992 9.22468474 10.30544266 7.35631639 2.65587843 7.27565429 11.29711884 9.50827176 9.88933116 11.36156874 10.39038083 6.94000226 10.57925549 4.71497080 7.31162300 9.54314998 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 2128 kidney stage iv t3b nx m1 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA white NA 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 -1.66703434 9.91822118 9.21160630 10.08809401 8.52137784 5.73366888 10.05089385 7.73225902 -1.66703434 0.96036343 4.52261448 8.24717417 9.80141316 8.08433326 12.33683395 10.36483482 7.49013607 10.54558947 11.53567814 1.79223067 10.59164950 10.20777038 9.11414888 8.81458855 8.11012674 9.26204738 13.78660726 4.82464058 NA 9.54467741 10.03928510 4.67264032 5.68151673 13.62988448 9.65809453 4.16567884 11.70442961 8.67708500 8.35931251 10.84503577 11.63199709 -1.66703434 9.36827552 9.31506961 10.26056711 10.48158341 10.31934223 -0.66726343 8.90169537 3.69033887 10.58663660 8.49266038 -0.66726343 10.79788861 0.09410092 9.04932555 8.02627610 -0.66726343 5.76741645 10.16765510 8.81054721 -1.66703434 6.23365610 9.64136702 3.72510854 9.55859903 9.97167747 8.74747434 5.39887705 10.23473075 12.64638075 10.54346041 13.61417583 10.84083141 9.13123655 10.10592828 1.79223067 15.97411411 NA 7.99990081 10.78116354 4.96214642 7.76533119 8.27089845 8.07088141 1.68750866 11.60483562 9.08098190 9.41759749 0.33273657 3.94749785 10.14456520 3.82464567 9.28188622 8.22457285 10.07972317 6.72080652 6.92524584 13.94271808 7.59253253 8.43213680 10.17120520 7.40425174 11.24272527 8.90074517 11.06749870 8.35515682 11.06240980 -1.66703434 8.28407359 14.44767012 9.65921852 0.33273657 10.67791710 8.07594063 9.48253613 3.28698462 8.74111874 7.71216723 11.25574508 7.14977252 6.67708535 9.56100644 9.20469438 2.58072438 7.69473257 8.17827892 9.19232389 10.47106092 10.08892839 12.09363273 9.61819129 10.68013365 9.67375180 10.53184792 8.90101137 2.97663858 2.72510854 9.64226546 8.92056664 9.41964191 9.85977734 10.04832216 5.07425709 13.98714541 10.67708500 11.37273623 9.59723170 9.53736014 9.67041106 4.99100023 6.10757699 10.75143234 10.56280956 9.37923106 7.12395169 11.33067424 10.79093930 9.10014587 10.46335966 11.09703870 3.79222026 9.20887617 5.17828041 4.23968063 -1.66703434 -1.66703434 9.62798413 9.83462621 9.66538513 7.88161079 9.18978256 6.14014468 8.51394152 7.91210492 6.20930519 11.66734172 9.19154711 8.80547981 11.09579391 11.09184500 9.31337148 10.26832245 10.16923405 11.69212686 9.35654353 9.60658473 9.20392423 5.36621379 2.33279385 8.02975654 10.68400438 10.58571174 3.58071232 9.47884848 11.13772675 8.76741744 11.01468634 8.82764471 10.30935322 10.63970518 7.04359604 NA -0.08222456 8.16251167 6.82062957 9.98787252 10.11701498 8.22609038 11.00167405 6.30433215 10.67513607 9.04531600 7.27823292 10.00211712 2.50271249 5.35515726 8.98921396 -1.66703434 7.13045113 2.85634833 4.35405010 5.25165093 3.03322916 10.31471306 5.84058408 6.36621204 10.49420758 6.63066902 NA 4.70782845 11.02431455 10.34994552 11.27493701 11.10200711 10.82062910 10.46400298 9.03582760 9.57476040 6.65115074 10.60191579 11.27841583 9.80750901 11.04875107 NA NA 9.96169017 9.96941372 9.44261968 10.42190850 9.63885074 7.79835580 12.36190373 13.05276607 2.85634833 10.89192713 6.74014233 13.04960855 10.22267320 0.65471049 1.14012422 -0.08222456 7.81054721 -1.66703434 10.42852893 8.25760140 9.34611167 9.81307442 11.41410609 8.36207620 9.26802775 2.91775635 1.14012422 10.94242954 2.42023984 3.54224567 9.29496209 9.36138588 7.74641691 7.19076991 7.43607687 11.30863704 9.63771076 9.21237236 11.61631156 9.76144768 8.08600562 10.67569713 4.40853525 6.62280739 8.64226546 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 1 2564 1446 kidney stage iii t3b nx m0 female 2007 NA NA 100 kidney clear cell renal carcinoma NA NA NA NA NA NA 3 3 2 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 2.216149e-06 4.207879e-07 -0.97256282 11.44920112 9.32144561 10.12871845 7.50717938 -1.97256282 9.63750139 6.97748830 -1.97256282 0.89328454 4.69982367 8.62265660 9.17333135 7.05530521 11.77915251 10.44076267 9.20917260 11.74389721 11.72523562 4.41971416 9.01252957 9.97941248 7.12279591 8.38824638 5.91614221 9.22154048 11.77831553 5.47860947 NA 9.89042389 9.52574982 2.02740179 4.65675377 9.02528438 9.74593209 1.02736641 10.21876700 8.35719569 0.83479210 10.99948158 10.11287173 -0.97256282 9.62917008 1.72783335 10.81795136 11.54334542 8.78061588 NA 8.63287890 1.72783335 9.69317922 8.12806136 -1.97256282 10.93159169 2.36583249 9.26699778 7.95665784 1.72783335 7.24656770 8.95961397 8.57139771 -1.97256282 5.72088585 8.66673991 1.34930866 9.93428988 10.19010529 8.29066860 4.41971416 12.15081665 14.85000741 10.26341346 14.68069219 10.42293338 8.73734470 10.63195250 1.02736641 16.76917891 NA 8.63195259 9.40840129 4.29418696 7.15410418 8.60671500 5.00468116 1.48681733 11.44287696 7.04267498 2.83475166 1.02736641 2.83475166 9.56801158 3.38494776 7.90698256 7.85712196 10.40840140 4.48683020 6.63842433 13.70531154 7.41110333 8.03722791 10.08944532 7.57236372 12.11555309 7.73992639 10.50186574 8.09886166 11.78614296 NA 3.88537913 13.33783451 9.39590574 -0.97256282 12.27791973 7.83797099 9.67215676 4.82181734 9.48990153 7.31511151 11.48657466 7.15152095 4.17714443 10.06974257 8.82343890 NA 9.47396565 8.19104885 8.82343890 10.81652531 10.59392907 12.03445279 10.30410520 9.88615732 9.28242776 10.24050348 9.13196522 -0.97256282 0.02743718 10.03126850 8.89699320 9.82020992 10.43943978 9.89081115 6.85712258 14.70632943 6.02175287 12.35143912 9.16054133 9.56510303 8.49500475 3.41971416 6.80218675 11.53705053 10.99786467 9.85036830 5.61236135 12.13614011 10.91652292 8.71652352 9.50465157 11.00163457 1.19729927 8.83236125 7.45785199 0.61239968 -1.97256282 -1.97256282 8.93353812 9.46878734 8.77559217 8.35607425 9.27648899 3.88537913 10.60317483 5.89776319 5.09348834 11.96293265 10.29535638 9.16759000 11.81937608 10.71280511 9.10412145 10.52699603 10.21413258 11.44604248 8.74507561 10.79019648 9.87249713 8.83716746 2.11486672 8.55389842 10.55463182 12.76515305 4.78228799 9.02979243 11.26684860 9.25922046 11.18553550 8.59630532 10.29184181 10.90813071 6.46619151 0.34936528 -1.97256282 9.47189648 7.66764451 10.39754169 9.18158438 8.59535521 10.29272125 6.73475839 10.56196722 8.99822428 8.02880726 9.58102862 -0.38760032 4.65675377 8.91918304 0.83479210 9.68650315 3.78228274 1.61235250 2.55094990 -1.97256282 10.39043887 6.57814622 5.33117851 10.92269998 7.55070600 -0.97256282 2.83475166 10.56364646 10.41460882 11.67811444 11.41474347 10.80424350 11.36641413 8.39372165 9.49752934 6.24094012 10.53915193 11.04368523 10.47912555 12.18221736 NA -0.38760032 10.17078247 9.80957844 9.34819988 10.78374704 8.76041458 8.10287855 14.33331848 14.07185740 3.64211236 9.68203528 7.05140256 12.18829487 9.98014043 -1.97256282 -1.97256282 0.83479210 7.74678839 -0.97256282 11.65349270 8.94477120 8.74164462 9.37502053 11.21289418 8.54309912 9.25629598 1.93429003 NA 11.07384118 2.19733073 1.02736641 9.09416110 9.00467919 7.92826609 6.62731208 7.69628391 11.24111101 9.80383228 9.62498622 11.13134267 10.01955153 7.39153403 11.64463711 3.88687201 8.10154083 9.27828985 9.59630532 0.000000 0.000000 0.343230 -0.500950 0.085654 0.074840 0.349540 -0.547840 -0.153880 -0.153880 -0.153880 -0.153880 0.000000 0.000000 0.000000 0.068378 -0.797230 -0.797230 -0.786900 -0.786900 0.343230 -0.496840 -0.473000 -0.796220 -0.225270 -0.225270 -0.546770 -0.204920 -0.197820 -0.547 -0.547 -0.211 -0.211 0.000 0.000 -0.205 -0.220 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 -0.227 0.000 0.000 0.000 -0.444 0.343 -0.501 -0.501 0.000 0.000 -0.469 -0.469 0.000 0.000 -0.790 -0.440 -0.225 -0.225 -0.154 -0.154 -0.547 -0.547 -0.211 -0.211 0.000 0.000 -0.205 -0.220 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 -0.227 0.000 0.000 0.000 -0.444 0.343 -0.501 -0.501 0.000 0.000 -0.469 -0.469 0.000 0.000 -0.790 -0.440 -0.225 -0.225 -0.154 -0.154 10.561945 12.007717 11.160060 10.597255 8.911570 12.158854 5.574292 1.349309 6.503132 3.236860 12.034952 8.689881 13.302432 8.372871 8.388817 9.447886 11.963025 6.734758 10.944585 9.907365 8.695398 8.489758 10.076090 8.903916 7.505157 11.204974 13.675195 10.0535768 10.6583489 -0.3876003 9.1108787 7.7138999 10.6111872 10.4749991 11.5781460 7.5800686 9.8347542 7.6365782 9.7313027 6.5430983 7.7872875 9.1122075 3.8853791 4.9462630 8.8642385 9.4436690 13.5022776 9.4568059 12.8621172 8.6683489 9.4615063 12.1352702 16.6841104 11.6211405 14.3640278 10.8385732 1.3493087 11.0956737 9.4578518 10.6592584 8.7042377 9.1675900 9.9739401 9.8642386 9.7134620 11.9782267 -0.3876003 5.0717927 15.1846755 10.9633009 9.2604197 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 male 2007 NA NA NA kidney clear cell renal carcinoma NA NA NA NA NA NA 3 3 5 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 1.699334e-06 4.508437e-07 0.01092303 11.00945145 10.45949361 9.57786629 8.42448881 10.54126731 10.60051211 8.30309074 0.59579007 2.25268814 4.05525640 7.93863925 8.93715692 6.07695024 11.87987639 10.68107463 11.18266325 10.64703239 11.59535377 2.81821658 10.06070958 10.12850414 8.72338791 9.75569478 6.36841217 9.11152329 12.97411835 5.16060965 NA 9.90492087 9.11938549 3.53442273 3.81872788 8.87194804 9.43082112 0.01092303 11.87794665 8.81821595 4.76574689 11.00344532 12.61205143 NA 9.92150372 9.03461521 10.49568387 10.24388147 8.61263190 1.33279385 8.27764774 3.91775635 10.70304055 7.24926613 0.05352844 10.70425210 -0.98907697 10.24986270 7.82464249 1.59583780 5.31464215 9.75064167 8.47438534 1.59583780 8.09034588 9.83343187 7.34625132 9.81337734 9.63930652 12.36827555 4.14014059 12.34382901 13.40693056 10.39510512 14.00676061 10.78400021 9.14271797 9.67885961 1.81819613 16.56792824 -0.98907697 7.77904561 10.78317555 4.25879025 7.58450783 8.29163164 6.05525423 -0.98907697 11.21848544 8.73680644 11.29539593 0.01092303 3.01086933 9.97447955 1.59583780 8.67263926 8.51269820 10.42395995 6.17073228 7.03876648 13.46142790 7.78893819 8.83103990 8.34177765 8.59394382 10.60533487 8.47642746 10.91775158 8.48456675 11.98652986 NA 7.06614302 14.11488635 10.41120674 0.59579007 11.57929218 7.72853755 9.64385619 7.22031448 6.97664546 7.87504710 10.58071656 7.85635082 4.25879025 9.49769599 8.95484102 3.65472194 8.37936754 8.84216834 9.64203797 10.85399689 9.87117200 12.35509169 9.03045168 10.61634051 9.70085894 10.33335251 8.50271408 1.59583780 2.33279385 10.06002887 8.30548176 10.60475160 10.17325226 10.01226920 3.47028956 14.55793626 10.47591720 12.58899778 9.88891186 10.43764993 9.61170318 3.71129666 6.51070721 8.73537494 10.64385619 10.25878849 7.39023948 11.18887532 11.04703459 10.01648559 9.14271797 10.84730592 3.01086933 9.43497468 0.59579007 2.47030258 NA NA 9.59206155 9.52853030 9.18703405 7.68681775 8.88005396 3.18078439 7.23967967 7.23967967 7.01648518 11.97357630 10.85830992 8.62557078 10.85987508 11.77137305 9.10229647 9.98599246 9.88276622 12.04256220 9.32033732 10.49165121 9.75905377 7.73878135 3.86884477 7.76908407 10.88315111 11.57068734 5.55002025 9.61348561 10.95337547 8.42448881 10.97772690 9.84058377 10.18890331 10.87698076 7.01086150 0.59579007 0.01092303 8.43712576 6.69736100 9.83979083 10.77199663 8.69736169 10.35182375 5.76574954 10.93656374 9.03876703 8.57501048 10.06478681 2.81821658 5.33279027 7.83740970 1.59583780 5.07694811 2.33279385 3.01086933 3.91775635 1.01085143 10.38372611 5.36841217 6.42871358 10.22907306 7.03322916 1.59583780 2.59581394 10.98957147 10.77531793 11.30404524 10.78647131 10.81378119 10.59206155 9.26706967 8.91159212 6.26994577 9.86806444 10.42131231 9.49266038 11.07728660 1.59583780 -0.98907697 9.85948400 9.73110533 10.03045168 10.16820790 9.91549565 7.94749902 14.56559972 13.45981613 3.65472194 9.73366854 7.18313811 11.81277139 10.02697278 0.59579007 1.01085143 -0.98907697 7.81176065 -0.98907697 9.62190425 8.08232311 8.61263190 9.30777709 11.39348501 8.25403511 9.58493413 0.59579007 -0.98907697 10.83740946 1.59583780 1.81819613 10.17702405 8.95776721 7.64748577 5.72510582 7.85321160 11.31378543 10.08634021 9.68417002 10.84295982 8.80404162 9.80202386 9.89503158 3.33279385 6.87504772 8.81821595 10.89388608 0.00055459 0.00055459 -0.01876500 -0.02041200 0.33367000 0.30857000 1.02180000 -0.00788630 0.03354900 0.03354900 0.03354900 0.03354900 0.00055459 0.00055459 0.00055459 0.02513200 -0.36918000 -0.36918000 -0.36918000 -0.36918000 -0.01876500 -0.02041200 -0.01601700 -0.37197000 -0.36283000 -0.36283000 -0.01009400 -0.00940460 0.00000000 0.000 0.000 0.000 0.000 0.332 0.332 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.361 0.000 0.000 0.000 -0.350 0.000 0.000 0.000 0.327 0.327 0.000 0.000 0.335 0.335 -0.372 0.650 -0.363 -0.344 0.000 0.000 0.000 0.000 0.000 0.000 0.332 0.332 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.361 0.000 0.000 0.000 -0.350 0.000 0.000 0.000 0.327 0.327 0.000 0.000 0.335 0.335 -0.372 0.650 -0.363 -0.344 0.000 0.000 8.690341 12.132718 10.314642 10.311785 8.932702 11.106588 4.965059 3.403172 8.607051 5.518655 12.259382 8.950910 7.244481 8.358416 7.683287 8.279988 11.111852 6.305482 10.805277 10.125905 8.605186 8.403457 10.192436 7.319200 6.580717 11.176082 12.560646 9.61077387 10.06682125 2.33279385 8.58828963 7.34625132 9.61263171 11.79855953 11.60728370 8.04977995 9.59676243 6.81176129 10.91775158 6.92375057 9.80202386 10.11938549 6.85635082 6.98240497 7.02766940 9.52853030 13.11775104 8.59206155 12.16504619 5.70991368 10.76156802 12.20454033 16.33891351 11.89789116 14.04789310 10.88584231 0.59579007 11.74662852 9.96578428 10.91474285 8.39023948 8.62557078 9.44131353 9.96868853 11.37800271 12.23802565 6.34177765 7.39023948 14.62264372 10.97086293 9.50371564 8.46824199 10.49719329 -0.98907697 9.81982511 0.01092303 12.69253866 10.92411318 10.80487066 10.7938592 10.1285041 5.9766455 4.2962665 8.9737571 8.6726393 7.3191997 12.0883393 2.4703026 13.3032545 12.8399891 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 female 2007 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 4 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 1.421892e-06 5.895648e-07 -1.5872727 10.1282881 9.3756511 10.7287537 7.5751467 -0.5872727 9.7937571 7.8805845 NA 0.6727421 3.8721885 8.6830504 9.9659043 6.0780910 11.9399877 10.3563688 8.5535848 10.8176305 11.6858221 2.8050654 9.4909058 10.3192698 7.0780910 8.4962342 8.3727571 9.1932947 12.4182042 5.2831180 NA 9.7503769 9.7391845 2.9363081 3.9363176 8.3434922 9.3640399 -0.5872727 10.1436497 9.6173262 5.8306077 10.6400701 10.4798532 -1.5872727 8.9205497 5.0851824 11.1738907 11.1546433 9.2209149 NA 7.7526048 1.7346988 9.2691805 7.7188164 2.3196468 10.6713211 0.7346554 8.1525358 8.1062420 0.4127273 7.1235617 8.9567534 8.0975039 -0.5872727 5.7165355 8.8442526 2.1132004 9.7290366 9.4434222 9.0664958 6.0922349 11.3772674 13.0266020 11.5980951 14.0740043 10.8811245 9.1759674 10.2850452 0.4127273 16.2398930 NA 8.4378948 9.1957533 3.9363176 7.3756511 7.8639663 7.3166372 2.3273137 11.4540720 6.4297298 4.2201132 NA -1.5872727 9.6701428 3.8721885 8.9749976 7.8515467 10.1071130 5.5420382 7.4922402 13.5696676 7.4788440 8.6923655 10.5134174 7.3166372 10.4843582 8.3756511 11.1732671 8.0348067 11.3175778 NA 5.1406764 14.5590453 9.0834112 -1.5872727 12.2179951 7.3464455 9.4889026 0.4127273 8.5420382 7.2006574 10.1891881 7.3316183 2.5002157 8.9421855 9.4441117 -1.5872727 8.8608713 8.1709781 9.3828609 10.8693661 9.8980812 11.9598749 9.0329750 10.5942179 9.7021976 9.7050766 8.6058862 -1.5872727 NA 10.6105860 8.8732109 8.8104296 10.2594207 10.0370936 5.4680358 14.1606857 6.8762800 11.7830338 9.6161031 9.2281383 8.5851826 4.0566095 6.2071705 11.1967764 10.8657684 9.6517567 7.7614834 11.8403874 11.0124355 7.9615770 9.8593214 10.8554394 1.8721984 9.0473393 4.1131921 2.5826764 -1.5872727 NA 8.5988691 9.7856200 9.5516667 8.1792841 9.7655488 5.9901834 9.4176777 6.4461785 5.9462396 12.9179463 10.2317366 9.1676424 11.3155070 10.6722041 9.1404883 10.4049853 10.1491570 11.9843892 9.1718110 10.6136537 9.2329341 8.1809395 2.4127544 8.6946852 11.0189289 9.9719457 0.4127273 7.2929510 11.5439689 8.8975781 11.6088961 9.9363170 10.3709452 11.1709783 8.1010055 -0.5872727 NA 8.9096087 7.5726267 10.7284707 9.0080126 9.0948718 11.1856881 6.8515467 10.7539347 9.1062420 7.6391670 10.2460405 1.7346988 3.3196468 10.1924744 0.7346554 5.9441369 3.6981518 0.9976898 4.2692427 0.4127273 10.7899656 5.4788456 6.2456459 10.2921852 5.8405287 -1.5872727 3.8721885 10.7523267 10.4288669 11.1464059 10.9864023 10.2923383 11.7841233 8.0655998 9.2262718 6.4086354 10.8685959 11.5990241 10.0948718 11.4997205 NA -1.5872727 9.8900073 9.2456452 9.0789791 10.5675731 9.3301272 8.0638065 14.0368936 14.2837217 3.1132004 11.3598440 7.4057218 12.2237282 10.1385473 -1.5872727 NA 0.4127273 7.0816400 NA 10.7233735 8.6487692 9.3397921 8.5212797 12.4082572 7.6319235 8.9358269 2.1132004 NA 11.2699585 1.4127815 -0.5872727 9.3390510 9.7553853 7.5726267 5.6981573 8.2519590 11.4001967 9.1131947 9.2353259 11.7009002 9.5976304 8.8018487 11.3064358 4.7433157 6.9323908 9.2329341 9.8613877 0.00119550 0.00119550 0.01377200 0.00471900 0.64891000 -0.00041585 -0.00774820 -0.01322600 0.00736090 0.00736090 0.00736090 0.00736090 -0.00968060 -0.00968060 0.00119550 0.00958830 -0.66179000 -0.66179000 0.00791750 0.00791750 -0.65277000 0.00471900 0.00513590 -0.00774820 0.00000000 0.00000000 -0.02315500 0.00041593 -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 male 2007 45 NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 3 2 3 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 5 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.363987e-06 1.040408e-06 NA 10.7536914 8.9416243 10.2573719 6.2657538 NA 11.1724093 8.9496963 NA 2.4989146 4.3141962 7.9416246 9.2788887 6.9482165 12.0795033 10.6058639 7.5170103 9.2988003 11.3756031 3.2867185 7.7052142 10.3184407 7.6630891 7.9999014 7.6141790 9.0518397 15.1380566 6.7461448 NA 9.8300423 9.5834527 8.3243655 5.6523632 9.8803196 9.1551795 -0.4136916 10.7058629 8.4597173 8.0920848 11.6121049 9.7226236 NA 12.5361911 1.1712068 10.2670722 10.9171901 10.7902330 3.1712389 9.3806892 4.0457051 10.3444964 7.8739854 NA 9.6277956 -1.4138838 10.0291856 8.0960483 2.2867038 1.9081980 9.8647227 8.5360999 -0.4136916 5.7661817 10.0924073 8.9138259 8.8126853 9.3403257 7.4317633 5.5287870 10.8521666 12.0757449 11.1176547 13.9050632 10.7455139 9.2480514 10.0955534 NA 16.6548101 5.2586998 7.6442651 9.7187729 4.3936290 7.5692670 7.8716755 7.7736252 2.9487503 10.5199639 7.7921155 9.5229112 -0.4136916 2.2867038 9.1731129 0.1712068 9.9785906 8.1768603 9.7536914 6.1019736 6.3209828 12.8455752 7.5258528 9.0871151 8.6238201 7.9764421 11.7933745 6.5520573 11.0569321 9.3992527 10.8702298 -1.4138838 8.4871402 13.9290424 10.3659927 2.3936359 10.2940638 9.0851224 9.1532787 5.4810922 7.7385578 7.8102747 11.9338946 7.9807360 6.4810906 8.6442651 9.3992527 NA 9.7736254 9.9860852 9.8024128 9.6415556 7.2480509 11.7169243 8.9785906 11.1568405 9.6577356 10.4624065 8.4477325 -1.4138838 -1.4138838 9.5961018 9.2418040 9.8676238 9.1740508 10.1702961 0.1712068 13.8223996 0.1712068 6.8005919 9.5309852 8.7536914 9.0261040 4.4931670 5.9785915 10.1064008 10.2197226 9.7555720 4.7561960 10.7605748 10.5386505 9.1665319 9.4976653 11.6905444 9.4871400 10.2205216 0.5863084 1.5862603 2.1712389 NA 10.6330562 6.2516093 8.9171901 8.6251923 8.2860541 6.1331669 6.7052149 5.4064516 5.6415547 11.8537915 11.5621212 8.3790634 10.5567387 14.2428098 9.5542199 9.9316785 10.0806289 12.3058760 9.8963179 8.8507160 10.4593328 8.0538787 0.9081980 7.3141935 9.0920848 7.1385585 8.8889122 8.1985334 11.7107177 7.6816699 10.1763925 0.9081980 9.9127027 10.9000066 9.8090681 -0.4136916 NA 8.5302530 6.3741753 8.8436611 9.7630698 9.1702961 11.0726055 3.4442562 11.5741714 9.5995960 8.7611988 10.0431409 0.9081980 4.7155585 8.2101546 -1.4138838 2.9081980 NA 6.1637020 4.2009829 NA 10.1698262 2.5862844 6.9613131 11.0575065 6.9999008 0.1712068 4.8342005 10.9244525 10.0114892 10.6660914 10.8600688 10.7258246 9.3968449 10.4024569 7.3643501 6.7609993 9.9924783 11.2851949 9.9651100 10.0589641 NA NA 10.2670722 8.3444965 10.3082268 10.4539381 9.9383167 8.4000546 10.3827185 12.4113314 1.7562120 12.4663350 6.0491428 12.6745646 9.4841188 NA 5.6415547 NA 7.8785948 7.2265182 8.9634837 7.6921817 9.1254321 9.6415556 11.6093345 7.2409096 9.3162508 0.9081980 NA 11.3808922 4.7360203 0.9081980 10.8871978 8.2919056 7.1370198 9.4757772 7.5491693 11.6697526 8.9818073 8.9569607 10.8042309 8.8582614 8.7039164 10.0333565 4.3936290 6.5520573 9.0385144 11.7525933 0.0000000 0.0000000 0.6579200 -0.0034627 0.2179100 1.1484000 0.7908400 -0.0066207 0.6749300 0.6749300 -0.3373300 -0.3028700 -0.0010528 -0.0010528 0.0000000 -0.3178600 -0.3428500 -0.3428500 -0.3428500 -0.3428500 -0.3428500 -0.0034627 0.0358060 -0.3372200 -0.3487000 -0.9675300 -0.3448100 -0.3155200 -0.3376800 0.322 0.322 0.321 -0.021 0.316 0.316 -0.316 -0.338 0.000 0.000 0.000 -0.342 0.000 -0.299 -0.299 0.000 0.000 0.000 0.000 0.804 0.804 0.597 -0.333 0.000 0.000 -0.343 -0.343 0.000 0.000 0.267 0.267 -0.339 0.000 0.715 0.715 -0.342 0.449 -0.051 0.272 0.675 0.409 0.322 0.322 0.321 -0.021 0.316 0.316 -0.316 -0.338 0.000 0.000 0.000 -0.342 0.000 -0.299 -0.299 0.000 0.000 0.000 0.000 0.804 0.804 0.597 -0.333 0.000 0.000 -0.343 -0.343 0.000 0.000 0.267 0.267 -0.339 0.000 0.715 0.715 -0.342 0.449 -0.051 0.272 0.675 0.409 9.878019 12.329635 5.029219 11.400455 8.804231 13.337556 1.393636 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 male 2007 NA NA 90 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 5 2 3 4 3 2 4 2 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.21381e-06 3.121225e-07 -1.2216232 10.8408729 9.2971426 9.9186802 6.8391849 5.9180403 10.1122039 7.6872721 -1.2216232 3.0103860 5.5333765 8.5350459 8.8909291 8.9855038 12.4916611 9.4142076 8.1513545 9.5291965 11.7821830 5.4223440 8.0891024 10.7070078 7.3521370 8.0522849 7.1004174 9.2643187 12.3340372 7.1878806 NA 9.9141987 10.0586803 4.0264194 6.1273939 9.1437184 10.1327388 5.7897162 10.2157213 8.8036291 7.4892957 11.3987093 9.7478759 NA 12.3281538 7.4754570 11.8979169 9.8391854 9.1172259 -1.2216232 8.9818375 3.8228831 9.6778463 8.1205640 -1.2216232 9.6745493 2.1190573 9.6434493 7.6883825 5.4367015 7.5954731 9.7862175 9.1900004 1.3634515 6.4438254 9.7557694 2.4789200 9.5712798 9.8974306 7.8201483 6.0168952 8.9707082 10.8896251 10.4745876 14.4954428 10.5842333 10.0936390 10.9909858 0.7784609 16.2437529 1.3634515 7.8791519 9.0311548 3.4789330 8.1857571 9.4295411 7.1708064 2.4154071 10.7539792 9.1243493 12.0183863 NA 1.3634515 10.6683736 2.1004058 9.0097105 8.8499517 10.3876682 6.5598497 6.2862842 14.4315024 6.4995892 9.3186174 8.5450185 9.6988423 11.6807082 8.7600566 10.2000283 9.6161174 11.4331255 NA 8.3765417 14.4809598 9.7355916 3.3020558 11.3440676 8.2663293 10.5720927 1.7785030 8.0638917 7.2623054 10.9393063 8.1921172 5.7897162 8.5826204 9.3549737 -1.2216232 7.8174084 7.8283377 8.9830606 10.2420138 9.8098461 11.7664444 9.3435915 10.1321876 10.9077725 9.8961326 8.2317190 4.0638912 2.8659584 10.8814494 9.1804356 8.8351273 9.5557448 9.3088957 2.8659584 14.9269660 4.4223474 5.7897162 10.3904364 7.0731101 10.9845881 4.0264194 7.5729056 11.5765561 10.6565403 10.8546370 3.4223407 11.3608102 11.6135529 8.2005544 8.7586290 10.9766275 5.4078456 9.6996535 2.2379308 4.9683120 NA NA 9.7129175 8.0776975 8.8378338 8.7077477 10.8824525 5.1360396 9.9909858 6.1535297 5.3330766 11.9727846 9.0627351 7.8256133 10.6917529 11.5136223 9.9026107 11.4019137 9.7232015 12.5378575 9.3397774 9.3273112 9.0323370 8.1984495 0.3634515 7.7268564 10.6395763 3.6463816 4.1004142 7.2162832 10.9234663 7.8063956 10.4380394 10.4411578 9.4789291 10.7319584 9.4526817 2.1004058 NA 9.0731101 5.6239780 9.7334128 9.5582089 9.1995023 11.1897356 3.9484140 11.2354187 8.8804651 8.6129606 10.3084080 -0.2214550 4.8228831 7.7557695 -1.2216232 7.4402679 1.1004395 2.4789200 5.4223440 3.1708064 10.0822701 4.7092245 6.9026103 10.3061082 7.4318720 -0.2214550 4.1708064 11.5410791 10.9946290 11.2247973 10.6018567 11.8020706 10.2793313 7.6488544 6.8276844 5.6254838 9.8043211 10.5000159 9.7514692 10.8057043 2.1004058 NA 9.6200537 8.8646257 9.8902772 10.7511103 10.5085349 8.3369100 10.9518542 11.5081102 -0.2214550 10.9399363 7.6578579 11.8308877 10.5491534 -1.2216232 0.3634515 NA 7.5333772 NA 10.2317653 6.7326857 8.9806132 8.9509169 11.4032849 8.1836309 8.6050379 1.5858279 0.3634515 10.8738865 5.8553046 3.6853796 10.3142508 8.5810058 6.7268571 6.2542236 8.8778372 11.4028280 8.9781619 8.0287879 11.3369101 9.5557448 8.3215214 10.5178482 4.1455144 7.0168941 8.1491770 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 female 2008 0 NA NA kidney clear cell renal carcinoma NA NA NA NA NA NA 2 3 4 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 9.710479e-07 2.42762e-07 -1.63262893 10.77481843 9.53156354 10.10875208 8.25450570 0.68920969 9.84504337 9.08473027 -1.63262893 2.36639216 4.61521028 8.61876760 8.76709693 6.88298534 12.38757057 10.48265390 10.30281848 10.69483772 11.08217453 3.85913469 9.35383823 9.83336150 8.98842112 9.10368699 6.83080926 9.25298137 11.81710050 6.49656781 NA 9.56818377 10.18426876 3.49656461 5.71618978 8.65615132 9.61817569 0.95225901 11.50971128 8.30979965 6.78091241 9.87011685 11.35898409 NA 9.83692691 5.69820181 10.64689563 10.12842075 8.65037361 -0.63262893 8.39519093 3.45474180 10.52526357 7.40070784 NA 10.30142554 1.17466208 9.96572845 8.00572110 1.82672135 7.40620415 9.95083799 8.56818377 1.53719665 7.33882907 9.31199710 5.01114226 9.38200294 10.08195991 8.34742471 3.61521617 11.34264946 11.16798282 10.64282763 14.01583928 11.21081360 9.55143527 9.48037601 2.75960328 16.69973254 -1.63262893 7.89476199 11.43404702 4.20017475 7.34169939 8.27417545 5.70713546 1.83846776 11.24437745 7.47789909 8.04324224 0.68920969 2.89085522 9.96859163 1.68920969 9.17705321 8.05553516 10.73032467 4.59610625 6.97831005 14.74639265 7.68469743 9.40001954 8.61995069 8.42392267 10.36639019 7.40894448 11.63816436 9.09265145 11.97322754 NA 3.32148079 14.99052359 9.90401798 -1.63262893 12.42417676 8.41985318 9.66477454 2.82672135 9.71213575 7.92570575 11.32927729 8.83896027 5.84301905 8.29506314 8.73251377 NA 8.15191969 8.39519093 9.42121088 10.36199212 9.11547782 11.53462641 9.31199710 10.23224499 9.21199096 10.23957514 8.34936616 0.95225901 2.06774196 9.97137499 9.86713091 10.06777247 9.99982599 9.99436291 2.68920969 14.30035328 8.44142663 14.29737558 9.44142663 9.57063313 10.47809462 4.22526722 6.69371415 9.55154063 10.50267371 11.21140237 6.20648890 11.38874399 11.33487158 9.72208549 10.91634773 10.88372383 3.06772475 9.61808684 2.53722151 4.57673980 -1.63262893 NA 9.24839916 10.02236851 8.91417940 8.59970609 9.32247734 5.09520711 8.91128352 4.82671626 5.64368883 12.05968265 9.32002632 8.63524216 11.30778221 11.12238127 9.84757042 10.76469232 9.94376943 12.98021116 9.37571369 10.19780029 8.82942941 8.78091306 0.95225901 7.06077158 10.75503318 7.58136104 2.95224037 10.00344750 11.88150598 8.08496142 11.19442926 7.58403121 9.62702840 10.81772309 6.52715637 2.45475496 0.36725922 8.06945782 6.25602749 9.77720632 10.40928634 9.65268725 10.73987814 6.38409299 10.87661471 9.52904689 7.23764975 9.75098930 0.68920969 4.96719628 8.71379890 0.95225901 5.85913718 2.27417219 4.72483578 3.65269299 1.17466208 10.43438324 6.08838333 6.33882907 9.24380211 6.75517334 -0.04781556 3.27417219 10.57277288 10.67505515 11.20274339 11.15620730 11.16251306 11.36957270 8.81229991 9.09039140 5.82244719 10.33811004 10.71628978 10.11673552 11.85135271 6.39519136 NA 9.86064022 9.39449999 10.38130555 11.88532345 9.53783612 7.94471382 13.33667160 13.59535217 0.95225901 9.84858007 7.83804539 12.77767018 10.06425262 -0.63262893 -0.04781556 2.06774196 7.54967918 -1.63262893 10.69792747 7.85110062 8.74666345 9.65210910 10.84301850 8.40070827 8.92975639 1.53719665 1.36725922 10.78645522 3.41168385 2.82672135 10.27717812 9.67562419 7.01833707 4.06772475 7.55710983 11.52810194 9.06164310 8.64340961 11.22992247 9.55834437 7.49398991 9.71877653 4.04112030 7.01114114 8.74882817 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 female 2005 NA NA 100 kidney clear cell renal carcinoma NA NA white NA NA NA 1 1 2 4 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 1.109769e-06 4.161634e-07 -1.5416180 10.1180352 9.1184809 10.9835165 7.3862635 7.1131212 9.6630564 6.8151578 -1.5416180 0.3064956 3.7804151 7.6800725 10.0662779 6.3892226 11.7823844 10.8993544 9.6082323 11.2287361 11.9191970 0.0434845 9.5512422 10.1554526 7.1795847 6.9096963 5.7438865 8.9722127 10.2303872 5.1727315 -0.5416180 10.2104476 9.6903064 2.1589186 5.0283393 8.9443144 9.6044174 NA 9.8077664 9.2858278 3.3653706 10.2581716 9.6812801 NA 8.8061065 4.7438865 9.8432689 11.4066698 9.5538821 0.0434845 8.5312879 0.0434845 9.6439801 8.0768706 NA 10.3713109 1.0434145 8.6170949 7.9179168 0.0434845 5.6183561 9.8275372 8.7427308 -0.5416180 5.6483101 9.2266694 1.2658569 8.9503383 9.7798497 10.0020004 4.7064145 12.1557905 10.5319574 11.3676282 13.6713615 11.7179342 8.6183565 10.3307753 3.0434495 16.1311108 NA 8.6495443 10.9687548 4.2658419 7.6005924 7.2463881 5.7438865 0.4584870 11.4235479 6.5389292 NA NA 5.9260896 9.2778660 5.0731947 8.6593837 7.6800725 10.3000495 6.4697118 7.0207278 13.4295347 8.1898043 9.1982658 10.4471698 6.5565168 11.4444641 6.7758973 11.4745970 7.9096963 11.0044149 NA 2.6284003 13.7009522 9.7531059 NA 11.6452184 7.7781573 8.7758976 0.4584870 9.9189410 7.9879160 11.6033027 7.0015174 3.8847542 9.3921757 9.2167083 NA 8.5877681 7.7736344 10.5951559 9.0063438 9.6734114 11.7664444 10.4574281 10.6851984 9.4745971 10.2714647 8.7702674 NA -0.5416180 9.3086719 8.7565476 10.0010722 10.5806661 10.4239087 3.1589186 13.4548704 6.9220099 11.5462794 9.5185054 9.8171364 8.0546749 3.5877730 6.0805362 11.6865523 11.5277671 9.8438083 8.2183734 12.0031550 10.7340277 6.8508032 9.1804388 10.5673363 0.4584870 8.9615756 4.7064145 -1.5416180 NA NA 9.0321323 8.1795842 9.4676139 7.5299474 9.1714163 3.6679375 9.1701522 5.7622664 5.1309103 12.6170160 10.2196209 9.4221039 11.8157623 11.0173841 8.3608602 9.7899620 10.2365623 11.1146865 8.7461975 11.0535095 9.3457057 8.9603223 2.7804151 8.0639645 10.9286356 11.5535162 1.7803941 8.8879547 12.0630384 9.7849147 12.2144159 9.3164662 10.1554526 11.2102384 7.4836247 NA NA 8.5124110 7.7322807 10.3555743 9.5130894 9.4221039 10.5393027 8.9731991 10.7469735 9.0648904 7.8160371 10.7196986 1.9179282 3.7804151 10.3646242 5.2913752 4.7252722 3.5877730 0.4584870 3.7064090 -1.5416180 11.0235872 6.3164662 5.8248086 9.8346106 5.2829994 NA 3.4126867 11.2062585 10.0791631 11.2388199 11.7248325 10.1005369 10.9874276 7.6433605 8.7587919 5.4820738 11.6156742 11.6876044 10.3870035 11.4208390 NA -0.5416180 10.0311854 10.1885306 9.2007947 10.8726419 9.9746776 7.2233569 16.1133030 15.4103162 1.4584870 11.3993493 7.6137843 11.3415102 9.8187836 -0.5416180 1.0434145 NA 7.4697126 -1.5416180 10.7482217 8.6532421 9.6164636 9.2316244 12.2400498 8.6005924 8.8330681 1.4584870 NA 11.5384699 NA 2.4584870 9.3661270 9.3047590 8.1537136 8.7713680 6.7392554 11.8280825 9.4141351 9.7622659 10.4644605 9.5083338 8.2100294 10.6246483 5.0518376 7.3195719 9.5903421 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 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 -0.479 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -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 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 -0.479 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.867611 11.277866 11.698680 10.706709 10.273068 11.368566 4.725272 -1.541618 7.199952 2.628400 12.147173 8.831774 11.393466 6.318331 8.495057 9.211702 11.391623 6.050941 10.634970 11.837186 9.041568 8.920016 9.189422 8.186405 7.294535 10.700468 13.443482 11.2301810 10.3246050 NA 8.6233921 8.3728703 10.8491915 9.9407890 11.5193499 8.9453200 9.9003918 8.3288499 9.8443475 6.1379645 6.9741851 8.8356958 5.4126799 2.9179091 9.3303903 9.8731705 13.5995944 9.3418922 13.1915005 6.7600732 9.1068427 12.3657514 15.0844080 12.0128342 12.8720470 11.0727349 0.0434845 10.1948871 10.4686635 10.5722274 9.1335602 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 male 2005 NA NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 3 3 4 2 3 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 8.67007e-07 4.508437e-07 NA 10.61590022 9.93849590 10.46197346 9.81172886 5.63968366 9.64385619 6.34923611 NA 1.89441036 4.53055772 8.86582326 9.10431595 7.38427089 12.10409952 10.32979589 8.82229039 10.90956747 11.61362189 1.72320904 9.54784617 9.60645981 8.80641912 8.18263718 7.01119482 9.38141706 14.08991739 6.18918014 NA 9.97587103 9.42295156 4.20863431 6.23423113 9.17771054 9.59418667 3.15617007 11.48176195 8.73555095 13.26173405 10.52313477 12.18805763 NA 9.84577480 1.57119138 10.70876292 9.78498174 8.90112333 -0.59880645 9.03971335 2.72320904 9.90311466 8.59849436 0.40130279 10.31221249 2.60212427 9.67511392 7.83590576 1.40130279 7.65866565 9.98764816 8.39986791 -0.59880645 6.08075785 9.75118903 6.42918410 9.26855627 9.89713255 8.21024176 3.53055772 11.14653794 11.73121397 9.69704644 13.98321361 10.63818863 9.20519870 10.09214849 3.25925742 16.10865685 -0.59880645 8.16282885 10.61164445 4.48873993 7.60584839 8.00860790 6.47809331 0.72316534 11.67069643 9.11201511 6.97870588 2.30815698 4.68667980 9.53954929 3.75882549 9.05501828 8.45112620 10.28582965 4.28392177 6.68667980 13.79235323 8.06305581 8.70733911 9.90560001 8.00675693 11.20019474 7.75662837 11.43452841 8.48608603 10.81490541 NA 8.25770322 13.52862704 10.45010497 4.28392177 11.64027924 7.24362815 8.75992878 1.72320904 9.26701066 7.96923339 10.80588693 7.03063403 5.03063624 9.74723717 9.35474636 4.37856017 7.80641880 8.57869686 9.18836383 10.40795421 10.31304400 12.22542280 9.20863236 10.31266948 9.64861176 9.93849590 8.56546809 1.86072448 0.98622888 9.93265901 8.59480269 9.64217610 10.25341686 10.14147992 4.04513713 14.10653189 10.01552726 12.16500859 8.79359486 9.79359486 9.26003554 4.61072959 6.76322166 11.83447172 11.06082750 10.03744894 7.29912283 11.62816080 11.02698633 8.61802350 8.18427583 11.10755763 2.40127548 9.39205505 5.53056084 3.98623798 NA NA 10.33754731 10.81278852 9.27702674 7.57120276 8.76592653 5.86888427 8.75882949 6.16282835 5.94678232 11.81345038 9.42918347 9.12408511 11.57104596 11.29590579 9.07723445 10.22344994 9.74335221 11.23594606 8.97870646 10.50456528 9.73443291 8.70391637 3.10171730 7.68667980 11.16966862 7.84525732 9.70904762 8.75300075 11.62723802 8.42086805 11.40918078 8.96065447 9.74112751 11.00606234 8.07723445 -0.01377112 NA 8.25458696 7.59357040 9.53954929 10.35000975 8.49271285 10.35365477 3.95587073 10.69234455 8.68783510 7.95586608 9.93995145 1.20864211 5.24676910 9.43125480 -0.59880645 9.25692455 2.20864211 1.20864211 6.16269545 0.72316534 11.10604577 4.64920731 6.31416720 10.52026400 6.55472851 -1.59858797 4.01598811 11.01299396 10.76978397 11.44857186 11.23218879 10.38248796 10.75497575 8.86582326 9.12912148 6.32852235 10.49271285 11.69575467 9.95969815 11.50095404 -0.59880645 NA 9.84990999 9.75442440 9.21586009 10.23851115 9.32014075 8.63489706 12.46871185 12.33782344 4.84421992 11.00652553 5.73550593 13.64307449 10.21425694 -1.59858797 -1.59858797 0.40130279 8.10690993 -0.01377112 10.86532035 8.84629241 8.85351885 8.90808093 10.77848803 8.66571999 9.60793778 2.57119138 NA 11.58258507 3.72320904 2.64920156 9.66102075 8.80535469 7.61316548 8.33201506 8.03608842 11.63264870 9.35401880 9.65275984 11.49486013 10.40495707 9.49601507 10.16324423 5.29609393 7.78713988 9.02607300 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 2 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 1.317851e-06 4.508437e-07 NA 11.9628021 9.8263967 9.8462100 9.8810001 3.3564256 9.4662996 9.2882167 NA 0.6772602 4.7060111 9.0861022 8.2015123 6.2095859 11.6226088 10.4197349 10.4408066 10.9367765 11.3119361 1.8616775 8.6141187 8.7117069 8.9452624 8.6129017 5.8200819 9.2749053 13.0026080 6.2848731 NA 9.9311729 9.6159422 2.5721621 6.1233972 10.2512445 9.2176139 NA 11.6008290 8.7837736 12.1018029 10.3046056 12.2016133 NA 9.8211371 10.0072469 10.6355505 9.7772699 7.2319536 -1.5977144 8.4723513 4.0169420 9.7608818 8.5658801 NA 9.8940235 2.9444837 9.7925445 8.0604420 0.4021764 8.2909736 9.6766086 8.6513438 3.3091180 7.3000761 10.0343168 -1.5977144 9.3418097 10.0067837 8.3951686 3.1026749 13.8934639 11.8190280 9.9668564 13.5217390 10.7600574 8.5920552 9.2445808 2.6501671 15.8180218 NA 8.0150989 10.0693421 4.7241591 7.8718726 7.7707372 6.1436975 1.5478940 11.5495944 8.0264958 13.4032868 0.7241264 0.9871753 9.2664167 2.4022310 8.9577782 7.9257924 10.5221442 4.7420817 6.8980850 13.8718087 7.9739832 9.8084354 10.3665714 7.6262325 11.0444604 6.1369399 11.3642227 8.4245984 11.6253272 NA 6.8860465 13.3956112 10.7082922 -0.5977144 10.9070494 7.0781871 9.4155531 6.9834314 7.3151197 7.6899428 10.9092818 8.0169403 5.0604409 9.7398523 9.2962904 -1.5977144 7.4656252 7.9471951 9.1479047 10.1608702 11.5371381 12.1681754 9.1495843 9.9292188 9.0773055 9.5902012 8.1799952 2.4896971 6.3795101 9.7365037 8.6454045 10.5270433 10.2902127 10.1757818 3.7241591 13.6202260 12.4455996 13.1734620 9.7247221 10.6129018 8.9806032 5.0746553 7.3061127 11.4387476 11.4399490 9.9399343 7.6477829 11.5714180 10.5646218 10.1654428 7.3593323 10.6634439 0.9871753 9.5698869 1.9871753 5.0021444 -0.5977144 NA 10.0329527 11.1994867 9.8462100 7.6876325 8.2430397 2.7241482 8.4547985 4.9257906 6.7196435 11.3318587 10.2236058 9.3556995 11.8578146 11.0171703 8.3151197 9.5048623 10.1339738 11.1028869 8.8616620 11.5091205 9.2508534 6.8368583 2.4896971 7.5237642 11.0501386 7.8725031 -1.5977144 7.7897958 11.4143312 8.3447451 11.9305625 9.5328010 9.5456138 10.7020109 6.9218671 2.6501671 -1.5977144 8.5671374 7.5002627 9.7934741 10.6391416 8.9238308 10.6701876 4.7241591 10.6459281 8.9890703 7.8900703 10.6777730 NA 4.5519774 8.6666732 1.8616775 4.3329657 2.6501671 4.9251639 3.6116799 0.7241264 11.7022970 4.7597843 5.3564256 10.4159021 6.8693471 -0.5977144 2.9257906 10.9829601 10.0415711 11.3015874 11.3359212 10.1720683 11.2085787 10.2043429 10.1297255 6.8754090 10.1901331 10.2582669 10.2059580 11.9769423 3.2602064 0.9871753 9.8274464 9.3491368 9.2192140 11.0429273 8.8052425 8.7342669 12.9132418 13.0352825 0.4021764 11.3855804 6.3047866 14.0826724 9.8263967 NA 1.2095781 -1.5977144 8.4602220 -1.5977144 9.8895681 9.1868652 8.7934742 9.6690170 11.0617804 8.6795177 9.5440502 0.7241264 NA 11.4880349 NA 4.4683226 9.5652512 8.7297832 7.0781871 4.9568187 7.2255979 11.6418290 10.3575171 10.3791525 11.1942073 9.0784169 9.7542739 9.5821395 4.6501557 7.3564264 9.0196980 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 male 2006 373 NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 1 2 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 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 1.28317e-06 4.161634e-07 -0.90454812 12.22631184 8.93934061 10.14934550 8.00830872 NA 9.14390637 8.30555518 -0.90454812 0.40577458 4.34334386 8.76253120 9.25655145 6.84361207 11.40915292 10.40603234 10.43860527 11.40119632 11.62874931 2.09541812 8.30730784 9.91080280 7.91559858 8.96115273 6.53004733 9.47912383 9.66527515 6.30487240 -0.90454812 9.95573068 9.40716790 3.00230647 4.76784545 8.85530767 9.45626672 NA 10.77137656 9.00980483 10.02763429 10.23880274 11.07019261 NA 8.21176373 7.16150882 10.72568672 10.78148234 8.11222784 -0.90454812 7.72477645 2.41735297 9.45297157 8.99628648 NA 10.98302102 1.41732596 7.70274965 7.95028818 1.68036937 7.86360400 9.48128199 7.83012917 1.09545188 6.40830256 8.22212398 3.90277787 9.89064748 8.94560653 9.25906930 4.82334176 12.43164017 16.10766217 10.18553197 14.10520445 10.47317240 8.26032634 9.64904883 1.09545188 15.77849642 -0.90454812 8.89145929 10.77753635 4.45297095 7.68038203 7.67662003 5.13981326 1.85243837 11.25781087 6.85697075 3.09541812 2.26534687 2.09541812 8.87349671 4.30487605 8.45297177 7.57923522 10.50428004 4.97806289 7.25023777 13.62619165 8.56506132 9.65479658 11.02504783 7.61111925 9.93718827 7.42633605 11.07948192 7.98720318 11.45516912 NA 2.68039188 13.38392522 10.43471287 -0.90454812 11.69044390 7.52587234 9.65670748 4.52168523 6.90920066 7.67284819 10.83604365 8.21695291 4.09541812 9.92989069 9.24516667 NA 8.60519465 7.83351188 8.88005427 10.69719034 11.29999070 11.98647415 10.26221033 9.30730784 8.92989069 10.19213473 8.63932153 -0.90454812 1.09545188 10.22984588 9.35751440 8.95495440 10.66669819 10.22083307 5.18288295 13.97682035 6.90920066 12.04688642 9.28894495 9.62777553 7.36688257 3.18288295 6.68787673 11.25371367 11.66266268 9.96501339 6.82334049 12.38505667 10.45955426 8.13981378 11.01241859 10.74242818 1.09545188 8.98355401 3.00230647 1.09545188 -0.90454812 NA 8.53628880 10.81651875 9.45626672 7.92514256 9.49746168 6.52168366 9.30243398 4.45297095 5.52168523 11.74983185 10.40205094 9.22212398 11.80665635 10.46174177 7.95028818 9.98264013 10.08410427 10.50746009 9.31458800 11.93245609 9.64712776 8.42184898 3.00230647 9.38543837 11.42212991 8.84843578 3.55484667 7.96427270 11.38745356 9.65670748 11.87677929 8.96269824 10.34571804 10.66574966 4.68038062 -0.90454812 -0.90454812 9.21306265 7.39920015 10.84277342 10.00606234 8.76253120 10.20720728 5.83688606 10.17682976 8.55894412 7.91240317 10.52116001 0.09545188 5.78192094 9.04378686 0.68041438 6.70275034 4.41734622 2.55485895 4.26534687 -0.90454812 11.12539694 6.69533270 5.71012866 9.73145498 6.02958319 NA 3.34335097 10.60222302 10.56098601 11.30943508 11.43860527 9.84193382 11.26064061 8.87841790 9.74197824 6.78065918 10.81438051 11.84424134 10.32303550 12.78301395 0.68041438 1.09545188 9.69347215 9.89955058 8.06696316 10.89753201 8.60519465 7.26534500 13.87293174 13.88337312 0.09545188 10.52482631 6.92330252 12.28246228 9.99099484 -0.90454812 NA NA 8.17223497 -0.90454812 10.44859396 8.97959011 9.45297157 9.05831568 11.48961428 8.51748436 9.26865942 2.26534687 NA 11.08658708 0.68041438 -0.90454812 8.66337558 9.64904883 8.02023215 4.22470403 7.14526782 11.54894744 10.54198597 10.32303550 11.36366915 10.10878409 7.42633605 10.11501035 5.17116679 8.10104385 9.49629896 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.352531e-06 4.161634e-07 NA 11.3866274 10.3087481 9.8895411 8.0863560 8.6761676 9.9133535 9.6840253 NA 2.5928517 4.5444607 8.6785864 7.9687520 7.6713181 11.9171990 9.8460927 10.5484345 10.4605170 12.1997296 2.9164384 8.6393935 10.0096682 8.2350760 8.3758622 5.4342779 9.2867218 14.0234147 6.7968495 NA 9.9408150 9.8737966 3.2643563 5.6067472 9.1452495 9.4849050 NA 11.2395879 8.4931726 11.5210682 10.9508545 11.0315927 NA 10.3548446 3.8493188 10.3943730 11.4976313 8.1849195 0.4570164 8.0972442 1.4570164 10.1062553 7.8320387 NA 9.9726990 2.3484307 9.1311913 8.0077461 0.4570164 7.1223352 9.2851356 8.0531890 2.7789234 6.1984667 9.4184489 NA 8.9143800 10.2946271 10.6609588 2.9164384 11.4162368 10.7539154 10.3001351 13.8658596 10.5642162 8.9446784 10.3118675 4.3638929 16.5618538 1.4570164 8.5733431 9.8947512 4.0419613 7.0569119 8.0606257 3.4570032 -0.5430887 10.9731916 8.2359960 1.7789234 0.4570164 -0.5430887 9.9538529 -0.5430887 8.9428285 8.4598140 10.7418232 3.6269297 6.3518173 14.0646762 8.2051921 9.4442631 6.8999429 7.8363774 10.6348173 8.3273640 10.5629076 8.6067461 12.5214051 NA 9.3381130 14.3906898 10.4060962 2.0419789 11.5914254 7.2514152 9.3758624 2.0419789 9.2432687 7.5862821 10.8503896 8.0643294 5.2898898 8.5681347 8.8407033 -0.5430887 8.8233214 8.2611302 9.6118171 10.1053567 10.8806403 12.2034421 8.8298641 10.5914255 9.5230883 9.8385421 7.9589557 -0.5430887 2.4569901 9.6092840 8.0230529 9.9618677 9.8926694 9.7001732 2.2643563 14.0421964 6.4456837 12.2737828 9.8546738 8.8621405 9.7879159 3.8493188 6.9246047 11.5007100 10.7567795 10.5122815 6.2118863 11.7060118 11.0182871 8.5041230 8.1008552 10.9741764 NA 9.7117797 3.0419613 1.4570164 NA NA 9.9030485 10.7360293 8.6858179 8.0077461 10.2575108 2.4569901 8.8189429 9.6882202 4.7789287 12.8507918 10.3426955 7.7143870 11.8999426 11.4924856 9.2383589 10.3358164 9.6918166 11.9268953 8.6810008 10.5798271 9.2755812 9.2334323 1.4570164 5.9327321 11.5713922 11.3323607 7.2118863 9.8624171 11.3873668 7.7049266 10.8769593 8.6269242 9.5537143 11.3176981 8.4485211 0.4570164 -0.5430887 8.1883183 6.1849190 9.0325384 10.8952712 9.6092840 10.4499375 6.1849190 10.9575871 9.0363151 8.6640134 9.9428284 -0.5430887 5.1574399 8.7001730 NA 4.4569967 2.2643563 2.2643563 1.7789234 NA 10.8178462 4.8832640 4.8493188 10.2218707 7.0192415 NA 2.9164384 11.1120826 10.6294267 11.8719486 10.8978683 10.5013933 10.5048047 8.6244171 8.3818116 5.9840060 10.3525744 10.2202114 9.6882202 11.0489889 -0.5430887 NA 9.7342866 10.1660830 9.3396423 10.3995137 9.4068258 7.2835477 12.8248234 12.5692757 2.0419789 12.5146525 7.1434995 11.0315927 10.0391411 4.3149792 0.4570164 3.7789234 7.6566715 -0.5430887 9.8428615 7.0268543 8.2803662 9.9785995 10.7873558 8.4285427 9.3467464 1.0419438 NA 10.9971272 NA 4.7423997 9.9123264 8.9785995 7.3457423 5.3638894 8.1008552 11.6209632 8.9883805 8.7516197 10.4414176 10.0587700 7.3024890 9.9133535 4.1008515 7.3698887 8.7901546 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 male 2006 693 NA NA kidney clear cell renal carcinoma NA NA white NA NA NA 1 1 6 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.710479e-07 5.895648e-07 NA 10.5743473 8.3174750 10.0126205 6.0282509 6.4921977 9.6297018 6.3448959 NA 1.0617071 4.2995524 8.0437141 10.0329075 5.3200189 11.9711701 10.8900868 7.7738968 10.5184450 11.5807215 1.9776096 9.8767662 10.1454016 7.6337945 7.8105151 6.7325121 9.2173941 12.8892311 5.3200189 0.1703097 9.7868190 9.9622469 3.0771575 5.9251568 11.4625918 9.2214791 NA 10.8771978 9.7476991 7.1127846 10.5272722 10.2995532 0.1703097 10.6957910 1.4922121 10.4306017 11.5474807 10.7771380 NA 8.9100508 2.1702776 9.5507312 8.2577329 2.1702776 10.2329909 0.1703097 8.6581101 7.5496484 1.7552294 6.0529136 9.7094290 8.7401258 2.1702776 5.4181967 9.5134558 2.7552294 9.7315582 8.4966996 10.9995965 4.4556692 13.0327119 14.1324884 10.8059883 13.4769015 10.9062492 8.4014914 10.1302721 1.9776096 15.8306840 -0.8298185 8.7074886 11.8291511 3.8141300 8.3650271 7.7812948 8.2995533 1.1702456 11.2791213 7.9291927 1.1702456 0.1703097 2.1702776 8.9872538 2.3401919 9.8050812 7.9450575 10.6731020 6.4463952 7.1532642 13.3218417 8.3772843 9.3162023 10.0567289 6.6460042 10.7679689 9.7467545 10.6470164 8.0681156 10.4961377 NA 8.5123450 15.0163237 9.9573565 3.9251544 8.7996268 7.6419455 9.4797465 4.1244688 9.2590585 7.7363241 10.8378252 8.2787946 5.5796599 9.2787946 9.5668749 -0.8298185 8.7439175 8.4276581 9.2241961 9.9679317 11.0227997 11.6393396 10.1912501 10.3320320 9.4463946 9.8939311 8.4958454 -0.8298185 1.9776096 9.6948120 9.2241961 8.2282617 10.3815501 10.2517536 4.3797249 13.6390851 8.7552328 10.3117387 9.5754116 9.0452516 8.2417325 7.4510413 6.9117371 11.3939703 11.2136393 9.4751919 5.6938326 11.5078921 10.7982600 7.9581728 11.3613294 10.6001999 2.1702776 9.1249753 2.7552294 2.1702776 -0.8298185 NA 10.2937450 8.8827971 10.1032230 7.6621236 9.5064419 3.4182034 9.6760817 4.5965357 5.9782689 11.7512353 9.5354990 9.5944364 11.4429000 11.9758125 8.2603828 9.5023067 10.2356863 10.6631248 9.7589848 10.4347128 10.1561122 10.2669854 3.4182034 8.1814972 11.3370609 8.0234550 4.9776234 7.5545789 11.9624504 9.2119294 11.3492462 7.5923352 10.1273722 10.5897037 7.4556724 0.1703097 -0.8298185 10.7424966 7.3551458 10.3276171 9.7210170 8.6255974 10.9856535 6.9776245 10.4096479 8.5431351 8.7113669 10.3687152 1.7552294 4.6621257 9.7914063 NA 7.2255526 2.3401919 2.6297063 4.3401919 0.1703097 11.0767850 5.5101201 6.1010071 10.6938321 5.9977079 NA 3.7552294 10.4927617 10.2663264 10.8231151 11.1751929 9.7524121 9.9752079 8.8159286 9.3588219 6.4852384 11.0086863 12.1992122 10.3014841 11.4840035 1.7552294 0.1703097 10.0015774 9.6121768 8.4229356 10.9687419 8.9268264 8.1244667 14.2504631 13.9644322 1.1702456 11.4101670 5.9412308 12.8824747 10.0718914 NA NA NA 8.3426978 4.6621257 10.4434947 8.9776251 9.7152346 8.5322141 12.7043298 8.2630274 8.8338284 2.4921865 0.1703097 11.7785250 2.7552294 1.9776096 8.8409264 9.1489806 7.3699428 8.8087062 6.2577329 11.4288362 10.1105838 10.0749048 10.8866609 9.3526645 8.3072614 10.9363849 5.2575198 7.6621236 9.7996268 9.2484210 -0.00318590 -0.00472030 0.00569190 0.00444110 -0.01106000 0.98991000 -0.52849000 -0.00124730 -0.04590600 -0.06261900 -0.06261900 -0.06261900 -0.02329200 0.00503640 -0.00472030 -0.52532000 -0.53032000 -0.53032000 -0.53032000 -0.50743000 0.00569190 0.00444110 0.00142700 -0.52849000 0.00724880 0.00724880 -0.00124730 0.00291330 0.00055459 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.508 -0.508 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.528 -0.528 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.508 -0.508 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.528 -0.528 0.000 0.000 0.000 0.000 10.259721 11.457117 11.395176 10.441733 10.103961 11.079788 4.870710 3.170278 6.510120 5.101007 13.527960 8.517825 9.856771 11.628467 8.681983 8.127372 11.241733 7.071137 10.484287 10.936799 8.764595 8.961286 9.698783 7.553975 6.938454 10.920558 13.844131 11.819975 10.360095 NA 8.963061 8.127372 10.435299 9.840041 12.121919 8.946703 10.097307 7.579661 10.166037 8.365027 5.340195 8.821322 4.629700 7.015761 9.378504 9.198176 13.760740 8.828482 13.914841 6.516784 12.041790 11.130634 15.318349 12.662374 13.096195 11.082411 NA 8.745809 9.698724 11.510955 9.170270 9.594436 10.207817 9.820424 10.575944 11.345508 3.755229 5.170270 14.090178 10.894358 9.382158 6.588122 9.651060 NA 11.722699 NA 12.934209 12.003356 10.891797 11.2064438 10.1454016 7.6500501 6.4831531 8.7886557 9.9108942 5.4921993 13.0454368 1.4922121 13.4132954 14.3727767 8.5711497 8.7201704 10.0958246 4.0771575 NA 9.4050876 7.5625874 9.9083624 10.3723940 11.1988669 11.5198278 10.5028662 0.7552294 9.9622469 7.9184632 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 male 2006 NA NA NA kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 4 4 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 9.016873e-07 3.814831e-07 NA 9.7852636 6.9423503 11.3763597 9.5304598 0.1031283 6.4606983 8.6757147 NA NA 1.9105024 9.2207899 7.9201307 2.5625721 11.8046700 11.6864648 10.1296704 12.3433420 7.8446141 NA 6.0338833 7.4781864 8.4976096 7.3319658 4.6267078 9.5553883 11.8044534 6.9105024 NA 6.4954649 8.7613584 2.2730682 6.4518754 10.5050930 7.3885495 -0.8967374 10.1413800 9.5512632 8.4000631 8.9201304 10.2991343 NA 5.1906109 3.1906149 9.7948905 12.1512932 5.5460919 0.1031283 9.1597846 1.1031283 6.8173930 9.4965374 NA 8.6956038 3.6644715 7.9137188 6.9169280 NA 7.3792709 7.8412391 7.8680187 3.0100458 3.8580307 6.5543586 -0.8967374 9.8951237 8.2375733 12.2818118 3.9611325 13.1957951 13.5835585 10.1705813 13.0961737 12.4023549 7.5584743 10.0953772 1.9105024 13.3718351 NA 10.0002361 10.8173925 4.7178573 9.0025039 3.9611325 7.2011790 -0.8967374 11.0349925 5.9857896 1.4250833 NA 1.1031283 3.6881132 2.2730682 10.0616997 5.5125366 9.9423507 6.5707528 5.6577372 10.3564035 9.1115755 10.2471678 11.0074052 8.7808665 11.7969518 7.1031472 11.5894792 7.4429966 8.7667051 NA 3.3510770 15.1073893 9.5819165 -0.8967374 10.6601319 5.5788814 8.3792714 1.4250833 9.3283543 7.1692366 8.7702585 8.9454974 5.6577372 9.7224498 10.5120074 NA 7.2478051 6.8378562 7.3126007 9.4997516 11.5990019 11.7328200 10.9229269 7.6993365 6.7966341 9.6720531 7.3872074 2.4250833 NA 7.4868511 8.5990019 10.8323428 9.4781864 9.1759494 2.5625721 13.1443783 9.1892832 11.3295591 6.5294118 10.0602490 2.8035784 4.1031451 4.1906070 12.2136302 12.0115396 8.4363022 5.1692355 12.1904573 9.2414188 9.6927980 12.7967428 9.5533271 2.8035784 8.1417914 4.7755721 3.3510770 NA NA 10.4700155 8.0040137 10.8688474 5.6881104 7.3462735 1.6880908 6.5625783 -0.8967374 5.0338855 9.3355679 10.5377752 10.2604938 12.6532925 7.9580156 5.2116703 9.1678898 9.7030599 8.2805666 8.8208232 12.4464715 9.5072240 4.7470006 1.4250833 8.5104149 12.6816376 10.8963438 NA 6.5125382 12.0879214 9.8613701 12.6098264 4.1031451 8.8546911 8.8156740 -0.8967374 -0.8967374 NA 9.3427454 7.3367663 11.6808118 7.8646981 10.3540374 11.4109169 4.8845051 6.2220877 7.9072777 6.3028198 10.7931449 NA 2.5625721 11.4565695 NA 7.9391972 4.7178573 0.1031283 5.1906109 -0.8967374 12.2154235 8.4694693 4.1475428 8.6918614 6.3977670 NA 0.6881356 8.1611384 7.7215326 10.5204720 10.9032379 7.6730023 9.9209301 8.3977679 7.6653892 5.1997038 12.7013158 11.1365699 11.7883337 11.9201306 0.1031283 NA 9.1624913 10.9474604 9.5758378 11.6824629 5.3319667 7.9008083 14.2180280 14.6249620 NA 13.3983419 8.4114178 14.0616996 8.8105061 -0.8967374 -0.8967374 2.8035784 7.4562936 -0.8967374 12.2180280 9.2220880 10.0789950 6.2830569 11.7602420 9.6109416 8.6150576 0.1031283 NA 12.6454534 -0.8967374 2.1031619 5.4607000 10.1289786 7.6805754 3.3510770 2.1031619 10.8031531 8.3954686 9.8787572 10.5758378 10.3617130 8.2090556 10.4374202 5.5578175 7.0804264 10.9458901 7.0573430 0.00166420 0.00166420 0.01084200 0.00034783 0.45513000 -0.00207840 0.00000000 -0.00526100 -0.02342900 -0.02342900 -0.02342900 -0.02342900 0.00166420 0.00166420 -0.00041585 -0.45768000 -0.45201000 -0.45201000 -0.45201000 -0.45201000 -0.45201000 0.00034783 0.00471900 0.00000000 -0.00843850 -0.00843850 -0.00526100 0.00319100 -0.45265000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.453 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.452 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.449 0.449 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.453 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.452 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.449 0.449 0.000 0.000 0.000 0.000 0.000 0.000 9.2929715 11.4208422 12.1038512 9.1379458 10.1792944 10.1536758 6.6956041 1.6880908 0.6881356 6.1584299 12.8993894 8.5970823 8.1665422 7.8919307 9.8023984 10.2266217 10.5072241 6.1799628 11.5050931 7.8877817 8.9391972 10.0537029 8.1143743 8.0918315 8.7631430 7.6881097 13.4835403 10.5748222 10.7095521 NA 8.2805666 7.6805754 12.0626056 10.6262187 11.9235254 11.0928962 8.2929713 7.7141720 8.6805758 6.8035861 7.2929713 5.4429966 6.6188465 3.1031451 10.0616997 8.8035868 13.8207698 10.0205190 13.4041429 7.2386512 7.7104772 8.5869629 13.2740109 11.8479808 13.9527475 10.7760142 NA 4.3125998 10.3693478 10.0182793 10.7334141 10.2604938 10.6252380 7.7361421 12.8936991 12.7537500 4.8845051 -0.8967374 10.8444327 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 404 kidney stage i t1a nx m0 male 2007 NA NA 100 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 1 2 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.387211e-06 2.774423e-07 NA 10.65497384 7.99229032 10.43039578 6.31046737 1.72552305 10.71540530 9.08065367 NA 0.42406213 3.77612505 8.55114415 10.99362823 5.12760439 11.95792497 11.01123648 9.68881294 9.38167359 12.25479515 2.08807374 11.28883649 10.51527051 7.44171087 8.56740512 7.52547931 8.94605502 11.47273795 6.74469797 -1.08191913 10.33863567 10.00627474 2.24007004 4.37758190 8.36109282 9.89828863 -0.08191913 10.39792935 10.63453991 3.87234614 10.91709209 10.20065846 NA 8.53285888 7.41000183 10.41350449 11.30697363 9.59586875 -1.08191913 7.78233517 2.72550123 10.54796104 7.16132339 0.50314517 9.98053933 1.24007004 8.76935158 7.54020090 NA 5.10797236 9.94674592 7.91250257 -0.08191913 5.95157148 9.00958456 1.50309427 9.26466286 9.12149700 9.45536750 5.78851345 11.65124920 10.89112887 11.72711331 14.05929831 11.35590120 9.29535960 10.72348996 2.91815722 16.54192346 NA 8.34231562 9.34964681 3.61859106 7.81296664 7.61511683 8.06280710 0.50314517 11.21018312 6.02405810 -1.08191913 -1.08191913 4.37758190 9.70523546 5.02667172 8.35277750 7.62205255 9.65792970 7.01618094 6.51060595 13.66240483 7.00029865 8.54203048 10.26355431 7.48039116 9.90122110 9.07675869 11.39261559 8.34231562 11.04259359 -1.08191913 1.50309427 15.33436920 9.11290599 NA 10.38116254 8.49368816 9.38473541 2.08807374 8.17789239 7.93216986 10.99963252 6.44953001 2.24007004 8.67136592 9.58526059 -1.08191913 8.83850211 8.18259150 10.56020079 9.25688541 10.12760246 11.27276763 9.84296155 11.55182552 9.95843889 11.06376285 9.06210633 3.00561557 0.50314517 9.47081828 9.02797979 8.73513288 10.30992967 10.10797367 1.72552305 13.82588479 4.04743369 11.52940449 9.54294460 7.35694137 10.01420533 3.44170922 5.20354965 10.58037240 10.35642116 10.97241422 8.16844749 11.70929572 11.56042651 8.06025603 9.95500949 10.69786849 2.72550123 9.85780174 4.08807374 -1.08191913 NA NA 9.48895357 7.95432254 9.62291736 8.45924553 10.63446277 4.75104053 8.71418884 8.92236943 5.60464959 12.76089229 9.63325319 8.90683379 10.49557795 12.10457291 9.73606008 10.18727573 9.56830331 11.77321225 9.36109260 9.19543644 9.07549600 8.28228365 2.82503254 7.86651610 10.72106927 10.04182435 1.24007004 7.76605180 11.76422708 8.72550396 10.98894090 5.89542866 10.35538105 11.63389665 8.52547931 1.24007004 NA 9.87234537 7.07296756 10.38371552 9.51433888 9.42197475 11.37347634 6.53285927 11.02246283 9.34546202 7.06789573 10.34336507 2.82503254 4.16607268 10.07296716 2.50311972 7.56560784 -0.08191913 5.10797236 3.56201035 2.72550123 10.00892312 6.78233517 6.95706837 10.45274872 6.24906603 NA 3.72550123 11.60967454 10.78928429 10.99963252 11.20816795 10.90967096 9.36832944 6.23103297 8.16132289 5.78196290 10.76911723 10.44024016 10.09619147 11.18171177 NA NA 10.20355136 7.34860158 9.89471319 10.73473282 10.36264642 6.58348448 13.98906667 14.94318050 1.24007004 11.82485185 9.07391607 12.44244595 10.02143697 0.91815722 -0.08191913 NA 6.74469797 -0.08191913 9.03191730 7.29752710 9.83178653 9.32116123 11.93756608 7.14696776 8.70280020 3.08807374 -1.08191913 11.19048727 1.50309427 -0.08191913 10.30077318 9.16013236 8.02667338 3.82504272 8.30401129 11.71276806 9.25911192 8.37347639 10.37860504 9.30092449 9.30831809 10.72831901 3.87234614 7.24457886 9.16251293 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 female 2007 NA NA 100 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 2 4 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 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 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 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 7 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 8.67007e-07 4.508437e-07 -0.97001713 9.80713786 10.04877824 9.64090738 7.41358731 1.83725704 9.83965070 7.06902112 NA 1.68979116 4.42219936 8.45824295 9.24298685 6.48109385 12.04407747 9.96504760 9.90024734 10.26769005 11.88650267 3.88786641 9.29549759 10.22155873 7.16943400 7.62233960 6.18975341 8.81451742 11.35350034 5.47282566 0.02984156 9.98916016 9.92242548 1.83725704 3.83723685 7.94277194 9.60352973 NA 10.41897607 8.72162626 2.35179791 10.84686623 10.32565153 0.61485116 10.29491156 3.48931172 10.41358689 10.75780309 9.72075369 NA 8.17962948 1.83725704 10.28136501 7.50561627 0.02984156 11.03789098 2.43722774 9.57658411 7.73032204 0.61485116 5.50561468 9.67644126 8.44562450 1.61485116 5.85006179 10.03480529 1.83725704 9.62327375 10.51218639 10.85762222 5.99566767 10.75552155 15.23447285 10.51269059 13.87365647 10.92923954 9.05916976 10.17962973 1.61485116 16.84862079 NA 8.16173958 10.71331588 4.23933694 7.18470082 8.36527304 5.52173548 2.19981366 11.25719771 7.86312076 4.42219936 -0.97001713 4.70230846 9.88085079 2.73031389 8.04390330 8.40056995 10.72815317 5.31528363 6.34276628 14.32987759 7.59212510 8.77807549 7.28254823 8.44984279 11.16037272 8.26828747 10.88085072 8.81778504 12.07905048 NA 6.68093473 14.49069043 10.09798904 0.61485116 12.47593202 8.02423600 9.53965766 NA 8.87066063 7.67373873 11.29461839 7.72685029 4.31528363 9.12131800 8.75269006 0.61485116 8.61484527 8.42862649 9.99422345 9.67913874 10.54015226 11.42620106 9.34276562 10.65650424 9.58925976 10.39292228 8.50241096 -0.97001713 2.02987689 9.99060861 8.93977577 9.88323895 9.88006943 9.82348587 5.19980581 13.67992459 11.02882556 13.41142556 9.84846474 8.60731145 9.70407482 4.93677455 6.92470088 11.35011906 10.44086387 10.59641239 5.59973733 11.68994535 10.88669714 8.25870123 9.71024216 10.82956895 2.02987689 9.05133458 5.59973733 2.19981366 0.02984156 NA 8.86277248 9.40709310 8.54163525 8.02423600 9.71076959 3.19981366 9.30017796 9.16173958 5.11734596 12.66230988 10.17071238 8.51772253 11.22217544 11.24784031 8.96627039 10.48982649 9.82997352 12.08787431 9.40383521 10.32679877 9.08333332 8.15658724 1.83725704 7.50966259 10.41034365 10.34188626 -0.97001713 9.63533432 11.45378639 8.45194752 10.69566260 9.20105941 10.33137885 11.15400390 8.16173958 NA NA 7.90946591 6.69521855 9.98116738 10.24177084 9.21351789 10.50561607 7.94576219 10.95448358 9.36191922 7.48109385 9.11070019 2.35179791 5.21970677 9.22463941 6.56126350 6.49748782 2.02987689 2.19981366 5.38743492 1.02991221 10.76839716 6.58447100 5.99566767 10.51459976 5.14153906 0.02984156 3.19981366 11.50054146 10.43715032 11.15497313 10.79599733 11.07427669 10.91976680 9.20105941 8.34049551 6.52861195 10.36861897 11.57049500 10.05916989 11.50485597 2.61485116 NA 9.92923947 8.73032238 9.35181072 10.09798904 9.67193428 7.41358731 13.61607735 14.53807973 0.61485116 10.27840323 7.01924822 12.01198493 10.31007343 -0.97001713 NA -0.97001713 7.31065368 2.93677926 10.47075180 7.06330555 8.28018105 9.21227702 11.52923024 7.68809431 9.11617811 2.02987689 -0.97001713 10.97093021 2.35179791 3.11734596 9.93225772 8.80631568 7.63721318 4.93677455 8.07973117 11.46242451 8.99566682 8.22463941 10.72902120 9.42616620 6.94874567 9.71550750 3.36688170 6.68809362 8.59973807 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 female 2008 NA no 90 kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 2 2 5 1 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 -1.64295479 10.27816449 9.38980189 10.19705853 6.15148340 3.16441623 9.28187997 5.90689060 NA NA 3.84891833 8.75474222 9.67278314 5.99369247 11.81483305 10.64218061 6.94952443 10.18599325 12.25226399 0.94200771 10.32249097 10.87596639 5.53697605 7.79377886 7.68574256 9.32573426 8.22897257 5.92692216 -0.64295479 10.09262343 10.03786648 2.67899584 3.74938409 7.89816420 9.40282704 4.46558926 9.16763917 9.55857875 4.69691747 10.40827634 11.13637643 -0.64295479 10.66824813 4.95698128 9.87768613 12.34637322 9.03037664 -0.64295479 7.76433487 0.94200771 9.38704475 8.04706555 NA 11.01157817 2.05751959 8.67108421 7.47860057 1.35704521 8.11028441 9.26094916 8.65398363 2.16443232 4.91165803 8.96532226 2.88062676 9.91500977 8.83077314 9.78699716 5.88062921 12.48996313 13.18995744 10.76486628 13.64106007 10.28150886 9.00632355 11.03103893 1.35704521 16.13466309 -1.64295479 8.40419127 10.58016414 4.74938409 7.90009938 8.16281124 6.51188545 1.77256135 11.29774810 8.09352004 -0.64295479 1.94204526 4.46558926 9.41573564 4.91165803 9.42517393 7.99369191 10.50076949 5.74938409 7.29075798 13.63177317 7.72557417 9.10021895 9.81956968 6.41234967 9.96039239 11.29627930 10.37561542 7.68798448 11.07902103 NA 7.02949264 14.80368230 12.29232457 0.94200771 12.12752485 7.34575207 9.87178144 2.81649731 7.99731217 7.17405081 11.49437881 6.60024150 3.40146664 9.05837386 9.31416947 -1.64295479 8.04881107 8.29223235 8.98003444 10.83229423 11.79975180 11.71803521 9.55735303 10.10442132 9.67165075 9.66369881 8.46572271 -0.05799229 NA 10.26621052 8.57502523 7.91930969 10.90009923 10.42315657 4.16442427 13.52421112 5.65168892 4.16442427 10.50998605 9.94858975 8.80930864 1.35704521 7.90973651 8.24733180 11.63260999 10.08200756 7.53199350 11.40677474 11.07452965 6.66995084 11.45756551 10.94343811 4.46558926 8.47239719 9.55120876 2.35707337 1.35704521 NA 10.11529067 10.92597361 10.15188938 7.10190111 10.31950436 8.70579548 10.68096663 10.92810897 6.99006311 11.81033806 9.24200102 9.41505913 12.30305985 10.74562290 9.01267873 10.15188938 10.11237226 12.09642613 9.07474384 10.37039012 8.64823821 10.14047500 4.21504951 9.07560028 11.81457658 8.23343082 0.35704521 6.84418351 10.84892052 9.20020344 11.56316604 10.17004685 10.76990188 11.06097100 8.43521811 NA NA 10.36163909 7.86287908 11.05577211 9.80827853 8.42046261 11.15756294 7.72338996 10.41270575 8.70911070 8.65512997 10.75901357 2.60499644 3.11194940 10.50617942 NA 7.63086338 4.08499117 -0.64295479 3.11194940 -0.64295479 10.91333397 6.57138709 6.05055394 11.02590148 5.51289687 -1.64295479 2.74938409 11.14354125 10.35283454 11.29994841 11.18659198 10.28817431 9.78385637 7.98642402 10.35018980 6.24891239 10.91835537 10.90637083 9.88209873 12.08264671 1.81651779 0.94200771 10.49693854 8.77386482 8.83280079 10.73644582 9.23435162 8.02417892 12.72536926 14.28018596 1.52697021 12.16180349 7.57012286 10.37317924 10.31924049 -0.64295479 -0.64295479 NA 7.40691587 NA 9.56046430 9.27742039 8.80930864 7.87079500 11.76672356 9.09431473 8.82973795 1.16440014 0.67897331 10.99663427 4.05751092 4.31126332 9.07987487 9.59487489 7.89039744 6.80001072 8.55428417 11.54209768 10.16522722 10.29517670 10.87079500 10.09600417 8.01170360 11.18698832 5.17481785 7.25188475 9.08328571 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 male 2009 370 NA 100 kidney clear cell renal carcinoma NA NA white not hispanic or latino 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.468028e-07 6.936056e-08 -1.1769029 10.8708445 8.8971805 9.9445725 7.4414246 7.8314675 9.6582999 7.9427843 NA 3.3603362 4.7537757 8.2721875 9.8516358 5.8783207 12.3359029 10.1347873 8.9144745 9.9835408 11.7770535 2.5234867 9.7140633 10.1421466 8.2721875 8.5912235 7.7293583 8.8810307 13.5042774 7.2783658 NA 10.1055483 9.7389184 4.0324888 5.2661494 9.0542603 9.3288506 3.6810219 11.0125547 9.2690883 7.9341744 10.8478324 10.5073493 -1.1769029 11.5126003 6.0709667 11.0091532 11.1640018 11.0193338 -0.1769029 8.8145610 4.0324888 10.5543580 7.6271698 -1.1769029 10.0915810 1.6988408 9.6669600 7.3928944 1.4080053 5.2659807 9.6957139 8.6416212 -1.1769029 6.6368203 9.8850852 8.4432589 9.7786889 9.6182669 9.2834949 5.1084408 9.8030357 11.7721361 11.2677951 14.1233916 10.8205713 9.0190263 10.1095968 -0.1769029 16.3273459 -1.1769029 8.5112893 9.5903958 3.5234741 7.4414246 8.0349271 8.4023551 1.1449600 11.0113187 7.9777813 8.6336107 0.4079509 5.7888240 9.6957139 2.1449600 8.4023551 8.2408915 10.2387808 6.5912231 6.3699340 14.2459579 7.1038102 8.7178567 9.2356088 7.7178567 10.3189190 10.3529575 11.3677620 8.6590893 11.8813690 -1.1769029 6.9315637 15.0630104 9.4641875 1.8230564 11.4501168 8.0804269 9.8124336 3.9523242 7.9315637 8.1449671 10.9526440 6.9625907 4.5234804 8.3347917 9.0361431 -1.1769029 8.9315634 8.7626182 9.9367812 9.4285185 9.0780675 11.2241052 9.4596636 11.0428126 10.2191086 10.8650403 8.6191599 0.8230156 1.6304055 9.8633288 8.9917112 9.1948918 9.9574653 9.7815917 4.4079985 14.3091198 7.8173924 13.1721129 9.6964832 7.6527618 10.4740907 4.6559299 6.3148923 9.2555810 10.3607427 10.9390580 7.4154959 11.1261747 11.2995321 9.6479978 10.4482912 10.6821855 3.6303938 10.1070592 4.1805935 2.1449600 -1.1769029 NA 9.6802424 9.2377243 9.3208908 7.9954664 10.1308318 6.3544204 9.6630300 10.6376215 6.7178573 12.2788799 9.7931448 8.3660708 10.7877409 11.4952434 9.6863503 10.7242830 9.5552065 12.3857584 9.6303940 9.7471092 8.6887724 10.0458339 0.8230156 7.4919236 10.3138899 5.5642349 5.2324305 7.4768515 11.7293660 8.5661903 10.8823834 8.5712320 9.7522973 11.2064733 8.5879106 1.6304055 -1.1769029 7.8756068 6.3852809 9.8003190 9.4659932 9.3158936 11.2855413 5.0709646 11.2332068 9.5130371 8.0177961 9.8653824 -0.1769029 4.0324888 9.4368285 -1.1769029 6.9051884 1.9929497 8.6221261 2.7299225 2.7299225 10.3148921 5.4812505 6.8286633 10.4682471 6.4313304 NA 4.6559299 10.9419801 10.7786889 10.8914814 10.5585950 11.2175017 10.2126704 8.0177961 7.5959146 5.8753894 10.8715259 11.4839263 9.7873799 10.6704879 -1.1769029 0.4079509 9.9400327 8.9105018 9.8850852 10.3288506 10.2393088 8.0324921 13.4413098 13.9504692 5.0709646 11.0685917 8.0815106 11.9274739 10.3871885 0.4079509 -1.1769029 NA 7.0422077 NA 10.3843318 7.3228845 9.3928946 9.4865971 12.0107004 7.9445727 8.9626158 2.2824695 -0.1769029 10.3890931 3.7772303 3.4080053 10.4610223 9.2865633 7.5678732 8.9574654 8.0103910 11.4576232 9.2783663 8.0054331 11.0010813 9.4671386 9.6646034 10.4234166 4.1449682 6.9210709 8.7478516 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 female 2009 NA NA 90 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 6 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.161634e-07 1.387211e-07 NA 10.28206073 8.99477883 10.16316723 7.92396385 4.65466467 9.36829321 7.77624746 NA -0.08957433 3.28900815 8.41194098 9.81136859 6.36336034 12.09636840 10.53328583 9.10722702 10.26761398 11.90739898 1.91050243 10.01116421 10.11751623 7.91050183 8.22700986 5.87397557 9.06227960 11.73386907 6.19590465 -0.41138729 9.78271505 9.58434096 3.17354323 4.69709545 8.38136385 9.60468554 0.58861271 11.34158153 8.56011727 5.35675654 10.69938332 11.29873443 NA 8.31479213 6.02320212 10.81498598 11.64266927 9.30796261 -0.41138729 8.00853395 3.67604169 10.04287302 7.70231608 0.17351125 10.42138469 1.91050243 9.13257222 7.35012503 -0.41138729 6.08841937 9.84772857 8.64114173 0.91050243 6.34346112 9.46815705 1.17351125 9.48490625 9.66805848 9.66739171 4.75850040 11.08431638 14.34799386 10.88147054 14.04158711 11.01142694 9.11702797 10.12384916 3.23243052 16.64090830 NA 8.13353835 10.17541357 4.58857673 7.13932009 7.59700221 6.91500334 0.67265163 11.23872800 7.60927627 5.82697805 NA 2.75849507 9.75849873 5.09636728 8.68133084 7.85301631 10.28901345 6.50743630 7.13546818 14.08664382 7.48339177 8.61094141 8.72812528 6.80774259 10.37215322 8.16977421 11.27091001 8.38623543 11.56406349 NA 4.31649334 14.20905134 10.50146313 -1.41157918 11.69480952 7.57156760 9.14412159 1.75851639 8.61509733 7.60816462 11.02632584 7.66538922 4.47121998 8.91275434 8.99902501 NA 8.10820975 8.14316277 9.89520506 10.27112951 9.95980594 11.92348389 9.58363416 10.81799348 9.92619561 10.47921803 8.54020826 0.58861271 1.17351125 10.15462776 9.12190360 9.33508816 10.28771238 10.11800431 5.40875261 13.94299533 11.61941329 13.09822506 9.73895576 8.96686850 9.31052735 5.01483730 6.90598622 10.98115953 10.91416026 10.15652985 8.34846172 11.86700578 11.04595462 8.69840429 10.57370417 10.77592586 1.75851639 9.24811472 1.17351125 1.58856474 -1.41157918 NA 8.47274444 9.88089532 9.70491777 7.64926983 9.55567756 4.69709545 9.00748061 7.74339177 5.85535938 12.51773968 9.64588860 8.87397587 10.77344906 11.14436113 8.96143870 10.35012503 9.89178370 11.89263980 9.13739568 10.45701051 8.89783396 10.40595716 4.17353523 7.01902577 10.82099472 9.23911397 1.17351125 8.24807035 11.72860464 8.95161344 11.49396075 8.90145674 10.27638686 11.36706162 8.04595456 -0.41138729 -0.41138729 8.28727835 7.32328359 10.25701557 9.88663626 9.06126452 10.69186153 6.17353723 10.65011705 9.03255327 7.54857534 10.08542758 1.91050243 3.63296612 9.57227996 5.27507411 6.93287024 2.67604169 2.17354323 3.91050243 1.58856474 10.66805857 6.40875261 5.67603604 10.95919577 5.42411925 0.17351125 2.49546493 11.13691404 10.56728418 10.99051990 11.00431550 10.68133093 10.31479190 9.07138164 8.97846308 5.90082093 10.80531963 11.64741107 9.90881021 11.45701051 1.58856474 0.17351125 9.92508039 8.77963302 9.30881795 10.28162500 9.56298839 7.83887237 14.56949428 13.61531331 2.17354323 11.38014365 7.41120844 13.30945926 10.37034325 2.91050243 NA NA 7.67338187 0.91050243 10.57904652 8.18662634 8.91837013 8.54712666 11.86774901 7.85770051 8.91177486 2.17354323 0.17351125 10.76131378 0.17351125 3.83649983 9.67802418 9.45275994 7.62199689 4.96361284 7.66538922 11.67852070 9.64791814 8.97119778 11.32095321 9.27682418 7.95707998 10.22927054 4.73567922 7.18476329 9.00008481 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 male 2008 1130 NA 100 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 4 1 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 11.4465442 9.4226548 10.6164929 8.0345629 2.5312941 9.6962119 7.9040830 0.7239517 0.6688453 4.6781452 8.8021008 8.8913681 6.2861918 11.9672728 9.8781352 10.8027680 11.0517834 11.5686558 4.0093561 9.8454836 10.2426032 9.2017083 8.8926220 6.4381964 9.1986700 12.0331422 6.2785387 -1.2761357 10.1596204 9.9653374 4.6065903 6.4520073 8.5803754 9.7246544 1.3088851 11.6197147 9.5473174 12.4781068 10.3999071 12.3168742 1.0458623 8.7168884 6.9187070 11.0433399 10.2737348 7.5183660 1.7239517 8.1205546 3.5819297 10.5631538 7.5248496 -1.2761357 10.3711701 2.4852465 8.3857283 8.0000744 0.7239517 6.9671236 10.0754414 8.5710074 3.9718746 7.0902723 9.2231382 5.4654162 9.2563059 10.1022449 8.4467574 5.3238636 10.7483833 12.3323204 10.5417332 13.6742326 11.0390996 8.9467449 9.6517280 1.8938670 15.7426067 NA 8.3404991 10.8982516 5.0815015 7.5473172 7.6926169 6.4174374 2.4266136 11.5290893 8.5728859 6.5504990 -0.2761357 4.6781452 9.5377313 1.5313191 8.6020010 8.3696087 10.5717904 5.8838212 6.7295745 13.3997969 7.8246126 8.9813378 8.7532371 7.5409339 10.4344250 8.9907365 11.3512560 8.5134836 11.7044467 1.0458623 4.1502185 14.3578535 9.6065931 0.7239517 11.0951822 8.0070385 9.6825027 7.0815015 8.7940711 7.8711549 10.6532085 7.1915557 6.4855009 8.7281705 9.2287692 0.3089433 8.4330337 8.4139482 9.5369294 10.1859410 11.1033284 11.7096408 9.3266490 10.6398294 9.5061292 10.4230887 8.8765265 3.6308364 0.7239517 9.9242356 9.2376777 9.6817776 10.3107899 10.2928562 4.1833833 13.7228049 10.8574134 12.2023405 9.4007887 9.0957267 9.5441291 5.8007653 6.7012302 11.1264292 10.8308401 10.7295746 6.9088249 11.5682047 11.0484119 9.0548669 11.3512560 10.7299254 4.1502185 9.7748870 2.8114094 4.2785424 -1.2761357 NA 10.0000745 11.2227992 9.5881361 7.8609411 9.2595074 4.0815015 9.3839459 6.4104514 5.5183652 11.7737986 10.1285594 8.8441879 11.2589824 11.4877849 9.1237940 10.4792549 9.7428457 11.7549620 9.0254463 10.1328105 9.3767950 9.4578128 3.3089142 8.0458781 11.1674117 10.1061742 0.7239517 8.0721251 11.2722904 8.5927725 11.4172192 8.4535707 9.9094449 10.9629518 7.2077660 0.7239517 NA 8.7477043 7.2746968 10.3564909 10.9263800 9.0604565 10.8223112 6.4174374 10.7645823 9.2168048 7.5216114 10.4738195 1.5313191 4.8324749 8.8787682 6.8428909 6.5756996 2.0458623 4.8736951 6.1666452 2.0458623 10.6861231 5.1333416 6.8272373 9.1173405 6.5954246 -0.2761357 4.0815015 11.2706034 10.4817568 11.4220036 11.0464416 10.9239291 10.7535824 9.2861925 9.4859084 6.1892711 10.3718581 10.4821733 10.0430576 11.8636613 2.4243847 0.7239517 10.2592254 9.0012376 9.4165655 10.4007886 9.6248168 8.1523102 13.0087019 14.2020245 -1.2761357 11.1828692 8.2657632 13.1088687 10.1168041 -0.2761357 1.5313191 NA 8.0726782 3.5819297 9.7601236 8.0047210 9.4165655 9.6172516 11.6879299 8.9309644 9.0924020 4.3963787 -0.2761357 10.8831907 0.7239517 2.8114094 9.7893662 9.8850820 7.6126931 5.8532322 7.4381955 11.3662275 9.4896505 9.2366906 11.2411273 9.9671419 6.9431184 10.1910461 4.9718792 7.0093528 8.9051023 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 male 2008 NA no 100 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 2 2 5 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.202042e-07 1.734014e-07 NA 10.7932739 8.6798383 10.3896316 8.6904073 8.2052439 10.0625257 7.8980953 1.1773438 1.7347855 3.2362324 8.1001698 10.3321560 5.8497641 12.6712767 11.6598097 9.4149461 10.0038864 11.8641301 -0.4075549 9.9422094 10.2532626 9.2656844 9.3126196 7.4871929 9.1669690 13.9196122 4.0518071 NA 9.9007144 9.6408622 3.6367638 5.1469647 8.7008999 9.5341566 0.1773438 12.2953055 10.3134745 8.9576041 10.6811636 12.2250298 NA 9.7370335 8.9255307 9.8538826 11.1939140 10.7090442 NA 8.9868381 4.4503535 10.1946102 7.8846968 1.1773438 10.3707647 1.7623063 8.6271742 7.9477263 -1.4077463 4.9322266 10.1036339 8.6340345 3.6798404 7.0681086 9.2067448 7.4409979 9.6119661 8.1021505 11.4286230 7.2253704 10.7687916 15.1557206 12.1211957 13.5702366 11.2775621 8.3455920 11.0225665 1.1773438 15.1445040 NA 8.9097878 8.3753736 4.2928186 7.8800880 7.2648010 8.7871320 1.9901925 11.1716913 7.8509175 10.7604206 NA 5.5810589 9.3555876 3.0518071 9.4696595 8.2910800 10.1941462 7.7446603 7.0882307 13.0403625 7.5867287 8.8115439 9.7478261 7.2470113 10.0895436 9.8271928 11.0615084 8.0228277 11.2015540 NA 7.3338423 15.6729118 9.0922212 2.0517897 10.2788758 7.4472436 9.7710402 6.3405676 7.7920478 8.0290868 10.5319545 7.8187873 5.8869963 9.0363550 9.5739425 NA 8.2015540 9.1913583 9.5007680 9.9889802 10.4464645 11.8372297 9.9526737 11.1759282 9.6851325 10.7868244 8.6415294 5.4252646 2.9846987 9.8771995 8.8684997 8.7446603 10.5208937 10.2744921 1.3997180 13.7880167 8.6340345 10.4962572 9.5378192 9.0932171 8.9836190 6.4688928 5.9052594 10.3819090 10.8476990 9.3296226 6.6422236 11.5776089 11.0311672 10.2330722 11.0566658 10.4390410 3.8403021 9.1396746 5.2647991 2.6798291 -0.4075549 NA 10.1026450 9.1829624 10.1707481 7.6851321 10.1383871 4.9322266 8.9007144 6.7522468 6.6761743 12.0831009 9.6388173 9.2594869 11.0869810 11.3192321 8.9879095 10.1608065 9.8115439 11.1088141 9.4977622 9.2488002 9.6857928 7.2180846 3.9846896 8.3835384 11.7610474 9.6462876 2.0517897 7.0388378 11.2603739 8.6422239 11.3865881 8.2253704 10.3485146 10.8127536 7.7920478 1.5923972 -1.4077463 8.3505985 7.5895545 10.7938867 10.0604902 8.8042637 11.6081388 6.9760795 10.5123671 9.0507819 7.3965063 10.6761870 3.2362324 5.2070846 10.3168891 7.1198521 8.6476577 5.0518071 2.7623063 6.6202814 3.6367638 10.5930796 6.5112387 7.3168888 10.6696083 6.3682166 -1.4077463 3.8018312 11.0394585 10.2683324 11.0789590 11.3126196 10.3712738 10.1232693 8.9029882 8.4897974 6.5563114 11.1603314 12.1010367 9.9733774 11.4141493 1.9142966 -1.4077463 10.1820264 8.2594867 9.3074793 10.8990835 9.5231126 7.6665166 13.7908204 14.6349538 2.4992719 11.7224632 8.2921734 11.9803926 10.3823164 -0.4075549 0.1773438 -0.4075549 7.5867287 3.2928112 9.4213052 8.1507962 9.5082547 8.5725149 12.6902428 8.9521250 8.9846392 2.9142966 0.1773438 11.3215712 3.1159321 2.6798291 9.1517523 9.4013395 7.8823019 8.6299223 7.7113166 11.1674418 9.8538826 9.0962010 11.1610440 9.5647880 9.7242323 10.9806617 5.2875351 7.0922212 8.9232921 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 female 2007 NA NA 90 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 1 6 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 7.282859e-07 2.42762e-07 NA 10.45997099 9.05043422 10.36581543 7.28579983 7.66401770 9.66548888 8.01310545 NA 0.02019992 3.97530918 8.34024802 9.91473164 6.39980512 11.95318949 10.85987927 9.22722532 10.37348813 12.00786036 2.18681746 9.57600242 10.30055333 8.16409084 7.76355300 6.31234207 9.18578604 12.08121558 6.03116137 0.31231665 10.16148653 9.71960974 2.89729852 4.65811435 8.58068896 9.79212230 NA 11.11270274 9.60159253 4.39980683 10.64698776 11.59272621 NA 9.44762383 6.85666207 10.51324063 11.32659504 9.17032294 NA 8.53151052 2.31234570 10.06667288 7.95860085 0.31231665 10.66062758 1.89731788 8.76903877 7.85408419 0.31231665 6.32729215 10.00117509 8.52666120 1.31231665 6.42086637 9.28170938 3.89730820 9.61155012 9.63276660 9.67428585 6.17032369 11.33234274 15.31417536 11.16798921 13.93827915 10.65737759 8.62975476 10.19549439 1.72739772 16.20399919 NA 8.17446285 9.90604442 4.65811435 7.90728848 7.85666269 7.24701605 1.72739772 11.45869856 7.80138697 3.68157295 NA 1.89731788 9.73930554 2.63426799 8.60389632 8.17032319 10.64549740 6.77177336 7.08493166 13.59340271 7.74697040 9.13252106 9.02887576 7.79077464 11.04897225 8.71606423 10.59812957 8.08052656 11.83459663 NA 4.97530918 14.51272984 10.32077066 -1.27264585 11.77858847 7.89980703 9.55789482 4.91720259 8.23517417 7.83066731 11.44462757 6.46884720 3.93683578 8.97293213 9.45700035 -0.27264585 8.80553043 8.39271540 9.75459442 10.35445734 10.84144720 11.71642449 9.91782153 10.74801233 9.99709069 10.78875071 8.66562123 1.31231665 1.31231665 10.19447555 9.02429585 8.57756629 10.35491338 9.92090496 4.70466174 13.70559841 8.99182226 11.23814370 10.42391248 8.70465932 8.80285882 3.93683578 6.93195011 11.05661530 11.12318144 9.66989399 6.73860708 11.74280158 11.18270676 8.28771238 10.04139618 10.61307595 2.31234570 9.00564307 6.96099931 -1.27264585 -1.27264585 NA 8.85150076 10.07831869 9.65811685 7.88472673 10.08330313 5.37123474 9.81550530 9.52098279 5.42782068 12.39216013 9.97114863 9.23913211 11.58185840 11.11889164 8.82865919 10.12558886 9.97352633 11.22722544 8.96099931 10.35628073 9.35764657 10.37213711 1.04928225 8.31234207 11.46462687 11.95795395 2.89729852 8.27664461 11.58536055 9.02773214 11.17342892 8.84891302 10.34484702 11.05857640 7.11969647 0.72735415 NA 9.01739834 7.43818638 10.48851521 10.27908784 8.73300413 10.81318395 8.50709889 10.83971478 9.04026259 7.54755856 10.35308837 3.04929968 4.70466174 10.16928629 2.53473397 8.36581543 4.04930839 2.18681746 4.15364323 1.31231665 10.86405031 6.74974744 6.59774420 9.61078660 5.79109775 NA 3.25094642 11.17058214 10.35354484 11.21672579 11.21747829 10.13677046 10.85634047 9.01624558 9.23613501 6.82946017 11.09561315 12.27174031 10.07278485 11.32100408 -1.27264585 -1.27264585 9.58613759 8.67866422 8.46039487 10.66254457 9.80952860 7.73860708 14.30846241 15.50656025 2.18681746 11.77807849 8.80714430 12.51109400 10.17084117 NA -0.27264585 -1.27264585 7.49225139 -0.27264585 10.56974171 8.36762442 9.33193268 8.86437065 11.72843581 7.00815070 9.00137329 2.42782068 -1.27264585 11.23021136 3.25094642 1.04928225 9.49721735 9.69099808 7.61916354 5.01278318 7.75528552 11.47683003 9.75459442 8.85923659 10.93683291 9.82935520 7.67282344 10.64176466 5.13405251 7.21119525 9.09041919 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 female 2008 NA NA 100 kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 2 2 6 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4.855239e-07 1.734014e-07 NA 10.4537863 9.9025406 10.1470246 6.9208554 8.3142230 9.2845280 7.8215559 NA 0.8896293 4.4503535 8.4287956 10.0715344 6.2259208 11.8544108 10.6038823 7.8623293 10.1615666 12.1140003 1.3750672 10.4084866 10.9960688 5.1222958 7.5102230 9.2870975 9.1107404 9.7814205 6.0755027 NA 10.3292599 10.3746610 3.5677036 3.5677036 9.5153456 9.0764939 4.8714888 7.9053304 9.2853851 4.4256876 10.3445529 10.2427836 -0.4322599 10.0449610 4.1824222 10.2205537 11.3394044 9.0322543 -1.4324546 8.0635639 0.8896293 9.7722798 8.0794613 NA 11.0867527 2.4659222 9.0048261 8.0535382 NA 7.9008638 9.2681485 8.8600304 1.7376435 4.5219050 9.1825657 3.6551686 9.8197826 9.8096918 9.0605633 6.4685752 11.1787081 11.9705875 11.3398170 13.3599906 10.0912706 8.6148324 11.3219699 0.8896293 16.3327940 NA 8.3556114 10.5556832 4.7174571 7.7426342 8.1394613 6.4745999 2.7011054 11.3944557 8.4960640 -0.4322599 2.2681349 5.4865728 9.7488609 3.3750672 9.4587328 8.4442256 10.3726464 6.8013281 7.0147916 13.3950514 7.7225268 9.2585797 9.5334929 8.1280412 9.8454319 10.7950238 10.6578211 7.6364869 11.4606309 NA 7.4745991 15.2560273 12.1238554 2.9600297 11.8239173 7.5983756 10.2016121 -0.4322599 8.0414144 7.7649253 11.5523051 6.8669166 4.4503535 9.1545485 9.5499893 0.1526377 8.4880614 8.4131989 9.8391717 10.4579729 11.7635422 11.3871653 9.8197826 10.6226521 9.9030990 9.8114778 8.7136790 -0.4322599 -0.4322599 9.7917104 7.9770996 8.4195827 10.8972247 10.3576498 4.0912682 13.4266610 8.4334419 9.6564969 10.8868162 9.5435566 9.1375642 2.7376435 7.8646251 8.6969915 11.4192625 10.3738555 6.6709961 11.3746872 11.1167713 6.4564513 10.6673852 10.5255362 3.4256876 8.4000926 8.3474278 1.1527026 1.1527026 NA 9.8680612 11.5743854 10.0028580 7.3686086 10.2057327 8.2611956 10.4303460 10.6073132 6.1750395 12.2502644 9.7199935 8.8286281 11.9604286 10.7679943 8.9318432 9.9627072 10.2703143 11.9176810 9.4526424 10.1526712 9.0745121 7.2577065 4.9600251 8.6257004 11.4625264 9.7594219 1.1527026 7.5426109 10.7566065 8.8646248 11.4253009 9.6458594 10.6277290 11.0792143 7.9855613 NA -1.4324546 10.3702250 8.0106523 10.5973410 9.9701879 8.5956148 10.5983758 7.8918894 10.7714390 8.8963836 8.8907634 11.0286764 2.9600297 3.9939732 10.3556112 7.0312331 7.6391714 1.7376435 1.3750672 5.5900750 0.5677401 10.8478995 5.9770990 6.2681480 10.4399987 6.6695271 2.6551686 4.0595629 11.3114912 10.5890357 11.3613120 10.9495219 10.9874056 9.8079037 9.3441416 10.1882814 6.3130136 11.0517763 11.4738477 9.9345772 11.7644645 4.1223000 0.8896293 10.2763615 8.7820278 8.9373061 10.6148905 9.1582956 7.8828582 12.8929438 14.6832197 0.5677401 11.7641571 7.9038138 11.8253911 10.2986033 -1.4324546 -0.4322599 NA 7.1970653 3.4746048 9.6952130 8.4730957 8.7612341 8.3342375 12.0459727 8.6525170 8.7336960 8.5028736 -1.4324546 11.0517763 3.4256876 3.2115574 9.1460814 10.2823835 8.0250897 7.1824182 8.3782801 11.4025747 9.9131140 9.7438818 10.9648485 10.0535379 7.9120043 11.3202984 5.4174576 7.8577273 8.8611803 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-A4VX 59 1 1626 NA kidney stage iv t3b n0 mx male 2008 NA no 0 kidney clear cell renal carcinoma 40 NA black or african american not hispanic or latino NA NA 3 3 3 2 3 4 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.3639746 10.7702261 9.6842530 8.1795499 0.3278023 10.4278062 6.5688788 NA 3.7937711 6.2226191 9.3803691 7.1606913 8.8075813 12.4087850 9.3830835 8.5733537 10.4519223 11.7225316 5.4152652 8.3557070 10.2459188 7.8862215 8.0351603 4.4152652 9.6108894 15.7850857 6.4570837 NA 8.4775482 11.1347533 3.6497304 6.0692682 9.1351560 8.8454703 3.9716539 9.9155786 7.2585387 8.1511683 10.8828694 9.0090395 NA 11.4519223 5.4775478 11.1395771 9.1527597 7.3390287 NA 9.3515552 4.1351572 9.5638152 7.8552778 NA 10.0523148 0.9127265 10.0557214 8.6406838 2.1351408 7.7790121 8.4545053 9.0540193 3.3278023 6.2819968 10.0230292 1.3278023 8.8919504 11.1331418 8.3418212 0.9127265 9.3472945 13.6359267 9.1351560 13.5886470 11.1869475 10.1148873 8.3830835 2.3278023 16.0198988 2.9127648 7.7994759 11.7284136 4.5372526 7.1351562 8.5969277 5.5945874 2.3278023 11.2218608 10.2549641 5.5757298 -0.6723126 5.7028404 10.1439847 -0.6723126 8.9877969 8.1606908 10.9797496 4.2346929 5.1857833 13.1494753 6.9931365 7.4673520 6.7456542 8.5566199 11.5326258 6.5469701 10.7872326 8.7810715 11.4323997 -0.6723126 1.9127648 13.5961968 10.8141332 NA 11.8756595 8.4927080 10.6247172 -0.6723126 8.7603427 7.0557217 10.5940019 8.2819972 4.3278023 8.8336124 8.5709748 1.6497074 8.5052205 7.7831279 9.0793450 10.7066377 10.1598998 12.1872076 8.8196541 10.6270090 9.7551139 10.0480453 8.2284565 2.1351408 1.6497074 10.4635103 9.5299248 9.7254757 9.5840096 9.3136429 5.2346929 14.3195885 9.4350180 13.1314276 9.0055207 7.6178201 10.9548788 3.0282332 7.1795499 9.3487808 10.3115072 10.2592772 1.6497074 11.3469747 11.5154623 10.0548706 6.8355957 11.3584681 2.3278023 10.7904770 3.9127648 3.0282332 0.3278023 -0.6723126 10.1487777 10.0625106 7.9788529 9.2673801 8.8804318 4.8513643 7.7624292 9.7276130 6.6132031 12.9272490 9.3362296 7.7624292 11.2589078 11.7409000 10.0026906 11.0484728 9.7488139 13.1585142 8.8035345 9.6178199 10.5733537 9.5662057 NA 6.6497290 10.0028759 10.8915359 3.2346852 10.0397948 11.0064011 7.9752593 10.0230292 9.4570839 9.3625999 10.6292971 7.3164861 -0.6723126 -0.6723126 6.8900429 4.1351572 9.5792833 10.5132959 9.6212726 10.2081498 4.0826856 11.2789509 9.6212726 8.3107945 8.5542132 -0.6723126 4.2819949 7.2466646 2.7872235 3.4977273 -0.6723126 2.6497304 5.0002254 0.9127265 10.1148873 3.8513593 4.5372526 9.1997062 6.6414998 0.3278023 4.8513643 10.4857794 10.1701513 11.7443347 10.5021025 11.0173622 11.4386105 8.3749247 7.8236558 7.1875223 9.8785477 9.2688486 9.8669597 11.4251748 -0.6723126 NA 9.5662057 8.8650193 10.3242745 9.5002284 10.0107955 8.8375759 10.5656084 10.6137811 2.7872235 9.7115052 8.0628152 12.1779878 8.7851817 -0.6723126 -0.6723126 3.0282332 7.0351598 NA 10.2058519 5.8669599 8.6587178 10.2004759 9.2331880 7.4570837 9.0152991 NA 1.6497074 11.0540191 4.7540644 3.8513593 10.5980963 8.7748842 6.6224223 1.3278023 8.9626121 11.5554169 8.5002284 8.0454774 11.7098846 9.6995777 5.4977273 10.2211025 2.6366826 6.5757283 8.5518028 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 53 0 NA 365 kidney stage i t1a nx mx male 2007 NA no 90 kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 2 2 5 1 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 0.63710012 9.69510107 8.70140316 9.92482171 8.18143008 3.05215502 9.89763690 10.18391385 NA 2.05032755 4.98288409 8.42501192 9.50438800 8.76467391 12.65843640 9.12494946 6.68877203 9.38306379 12.50026317 5.37407615 9.97473120 10.87790066 4.13960865 7.12896250 8.90233381 8.81369815 10.45598974 7.66685670 -0.94786238 10.65993954 10.93860558 3.51158189 5.28096374 8.15543454 8.66317167 8.82857986 8.25427090 9.16978999 7.27614861 10.16653997 9.84980837 NA 10.28096559 4.66685883 10.43044168 11.46630353 9.22707245 -0.94786238 8.64833673 NA 9.83514499 7.74214503 NA 10.13149830 1.20595547 8.87392083 7.79023901 0.05213762 6.56784659 8.74214469 8.90076992 2.95902822 4.09654018 8.76982330 1.63710012 9.97249967 10.92904746 7.36048631 4.78006858 8.75777934 8.48050709 11.85647957 14.14143181 10.23081172 9.51509898 10.26585868 0.63710012 16.32306264 NA 7.79361371 10.96128993 5.57570865 7.08557018 8.45941481 7.77324604 3.58820492 11.53217969 9.62642819 3.37407963 NA 2.75257734 10.13960967 0.63710012 10.34101293 7.80703414 10.52483767 6.64460331 6.59130541 13.01495251 6.61438888 8.16067116 8.56784659 7.41846911 10.13226490 12.22613624 10.62626728 8.33291779 9.83841655 NA 7.10742947 15.66510172 10.94582758 NA 9.43152518 9.57178317 10.92096941 0.63710012 10.62295130 7.34216536 11.38474291 6.29055158 1.63710012 8.28336807 8.76982330 4.00634291 7.95301375 7.45728812 9.99832203 9.76295336 12.73547048 11.65580332 10.14622460 11.28366809 9.47421172 10.16458631 9.26270868 4.00634291 NA 9.72898541 9.64273388 7.98315038 10.95527553 9.69690443 4.72457388 14.05412674 3.30007978 2.37406572 10.43800928 5.85950248 9.72810384 0.63710012 7.29055158 7.38306401 10.38306368 9.53495472 3.30007978 11.06372356 11.44526911 5.09654018 10.04932636 11.17756031 4.75258805 8.86339306 3.91012821 2.85949255 0.63710012 NA 9.95074819 10.73689546 9.36389513 8.02081386 9.83143947 8.60673573 10.34963641 12.58096721 4.91012821 12.18223471 9.12762606 7.96203996 10.85102361 11.26403513 9.47384352 10.24197147 9.82528605 12.39574900 8.98878493 9.68332398 9.96802622 5.11823512 -0.94786238 7.05777192 10.83473563 5.80261976 2.37406572 6.46577535 10.83637272 9.66224895 11.58498979 11.14457368 10.32360988 11.61104583 8.80201642 NA 0.63710012 7.79023901 5.75258537 10.00416006 9.66593632 9.04932636 10.86070889 5.02942638 11.05744506 9.62010287 8.73338519 10.44016415 2.22206262 3.13961683 8.90701532 NA 6.20189454 2.22206262 2.63710012 4.51157557 1.63710012 10.26828642 4.63711172 5.85950248 10.05566475 7.07689895 1.85949255 5.47841209 10.48573232 10.37294742 11.49197772 11.19807898 12.57313378 8.36502977 7.97398774 7.73053603 5.08601093 10.30717542 10.07520810 10.16132452 10.74824502 0.05213762 1.05213762 10.05917409 8.57962368 9.75605037 9.32943422 10.69555212 6.83350619 12.43490595 12.75507705 2.75257734 10.79529827 9.82547560 11.29264011 9.55298872 2.51156924 0.05213762 NA 6.07451400 -0.94786238 10.14820314 6.64460331 10.09995238 9.50335788 11.81099466 6.53596273 7.74507595 5.52788044 1.63710012 10.20316334 3.57571168 3.13961683 9.63428886 9.59904138 7.62957592 7.52788044 7.56389943 11.44901918 8.69239163 8.05214686 10.84004939 9.67001831 6.19169884 10.78219238 4.33754698 6.08556912 8.41409070 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 TCGA-DV-A4W0 55 0 NA 2470 kidney stage i t1b nx mx male 2008 NA no 100 kidney clear cell renal carcinoma 33 1968 black or african american not hispanic or latino NA NA 1 3 6 4 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 11.9774688 9.9837724 10.3325939 7.6425146 7.5016525 10.1303361 10.1053462 -1.1056285 -0.8069222 4.8250580 7.8999466 10.0927669 7.6691090 11.4117453 10.5030388 8.8629888 11.1814571 12.2055026 5.9277448 9.1098549 9.3588676 7.0389804 7.9249888 7.2737005 8.9166898 11.6995197 5.9387163 -0.1056285 10.2677309 9.9644428 3.9387186 5.1231406 8.7335259 9.2375076 1.2162376 9.8191344 9.7577338 7.8943218 10.2077718 10.0497726 1.4792823 10.0970579 7.1327269 11.1156070 11.1192280 8.6822246 2.2162376 8.7646865 1.2162376 9.5623205 8.4979484 1.8943327 10.4039287 -1.1056285 8.5035006 7.5417804 2.8012208 5.8485178 9.5658629 8.7631446 0.8942939 6.9870787 9.4774047 1.4792823 9.2117345 9.9764709 8.3496492 3.9817887 11.5925578 13.8586628 10.7117053 14.0338333 10.5186604 8.6132145 9.9704695 0.8942939 15.9841344 NA 8.2139941 9.3383014 4.5947635 7.5127073 8.0466067 5.8250580 1.2504766 11.1549475 6.6223110 NA -0.1056285 3.7522990 9.6583641 3.7016821 8.0313130 8.2823393 10.4242404 6.3121750 6.8601062 13.0424807 6.8485178 9.3558015 9.7499691 8.1681175 10.0056206 8.7287930 11.1425460 8.1774101 11.8545049 NA 1.8943327 14.3906764 9.1219378 -0.1056285 11.9227460 7.8915012 10.0087150 5.6887371 8.5108710 7.6154214 10.9731398 7.5632070 4.2866372 8.3372655 9.1171168 1.8943327 7.0389804 8.1958181 9.4536991 10.2774862 10.5250441 11.4706716 10.1297379 10.5649782 9.7623727 10.0210265 9.3750920 4.4489076 0.4793341 10.0119650 8.5381781 9.9400816 10.2083386 9.7200758 6.8485178 13.8476999 4.8716022 11.0067614 9.9758054 9.0604849 8.3496492 3.1422500 7.3821623 10.8790964 10.9083424 9.0988930 8.3981477 12.8174070 10.6867055 9.0223162 9.6600225 10.4872461 2.4792823 9.0891650 2.9817796 4.2518705 NA NA 8.9949841 10.8543238 9.2072050 7.7861056 10.0334191 3.8012104 10.3331137 6.9764713 5.3742640 12.5298133 10.7421623 8.7662271 11.5882444 10.8038400 8.7343601 10.1710279 9.6230928 11.7014755 9.3153348 10.3424382 9.7081031 10.3470780 3.2162531 7.5596578 11.0491400 7.1467509 1.4792823 9.2801089 11.3776339 9.1001151 11.3450177 9.2823393 10.4579949 11.0551388 7.7982035 NA NA 9.5649781 6.9657843 10.3142821 9.6960303 9.1386857 10.5507468 6.0841472 10.7254906 8.8280127 7.0236047 10.2190650 0.8942939 3.2866446 9.4951641 2.2162376 6.3619280 3.2162531 4.6492073 4.0211332 -1.1056285 10.8950262 6.1981032 5.3205858 9.8723174 7.6606192 NA 3.9387186 10.8485183 10.3761214 11.1273423 10.9577170 11.5919411 11.4161677 7.8971369 9.1386857 5.2651818 10.1570040 11.0726755 10.4183738 11.9057239 1.8943327 1.2162376 9.7677660 9.1398746 9.1808796 10.4608517 9.9173831 6.2518743 14.2498107 14.4535496 -1.1056285 11.0497727 8.3464397 12.0603281 9.6492095 1.8943327 -1.1056285 NA 7.4792847 NA 10.2263585 7.6492095 9.3961591 10.3578463 11.8944980 7.5596578 8.5658808 4.4178863 1.2162376 11.4117453 2.0642621 -0.1056285 9.2015226 9.7600552 6.9496038 5.9496050 6.0541930 11.4548936 9.5878088 9.7121050 10.8437839 9.6879252 9.7200758 10.6862987 3.5084413 6.7646872 8.8999466 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 female 2009 NA NA 90 kidney clear cell renal carcinoma NA NA white NA NA NA 1 1 1 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.040408e-06 3.814831e-07 -1.4767392 10.3311165 9.0242011 10.4492843 7.2063541 -1.4767392 10.1838007 6.6136834 -0.4767392 0.7773671 4.3813388 8.6318835 10.7581765 7.6318835 11.6640291 10.9435825 8.6731062 11.0417664 12.2581745 2.5233612 10.5509196 10.0750674 7.8430310 7.4804614 5.2782450 9.0071748 9.9884153 5.6832305 -0.4767392 10.1926871 9.6888942 3.9496283 4.6934870 8.7425277 9.4753723 0.1083572 10.8116484 11.4081020 2.1083237 10.0246987 10.5585018 -0.4767392 8.9316890 5.3435393 10.6243499 11.3507018 10.9290324 NA 8.0988985 1.5233612 9.6455399 8.2665106 NA 10.1823336 2.7444625 8.9327501 7.8362423 0.1083572 7.3274898 9.7936544 8.2045976 0.5233612 6.6318842 8.9274364 2.2237932 9.6068384 10.3331272 10.0988984 5.8452868 10.9610748 16.7119769 11.6681766 13.9536156 10.6448926 8.5120439 11.0044017 2.8452893 15.9854459 NA 8.7107111 9.8191280 4.7131844 7.3047191 8.1563541 6.3562495 1.8452692 11.2395355 7.1862054 0.8452692 -0.4767392 4.9663013 9.8390748 4.6318842 8.0051585 7.6001746 10.1926871 6.5457275 7.5345861 13.6010511 7.5759272 8.7045113 11.0639715 6.9027369 10.7631396 6.8940465 10.6171068 7.8853029 10.8822849 NA 2.6932751 14.4885572 9.8104944 NA 12.2751123 8.0051585 9.4159019 3.0469275 7.5429498 7.0702541 11.5916336 7.6932841 3.6108182 8.8362420 9.2840791 2.3307018 8.3047187 8.6718358 9.3507019 10.1708175 10.6075031 11.5065736 9.9564229 10.5067090 10.0157130 10.1412856 8.5943791 1.5233612 1.1082903 9.8351074 8.7401049 9.2273406 10.2799155 10.0182146 3.8087660 13.4774645 9.7930702 13.5338435 9.6545730 9.7653423 8.8168307 2.9827837 6.8087609 11.3051286 11.1087911 8.9694084 6.7854538 11.4093814 10.8009371 7.6081676 8.7617640 10.5803355 2.3307018 8.7970730 1.8452692 2.4302585 0.1083572 NA 7.8587494 10.3022576 9.9501480 7.8609808 10.2191702 6.4302501 9.0331342 5.3813388 5.8268662 12.1873618 9.9574660 9.5120437 11.4117218 10.8729168 8.7857241 10.1116052 9.8682097 11.6320469 9.0625179 10.5998407 8.9338104 9.8447235 4.8452893 8.6147945 11.2834552 12.4499127 0.5233612 8.5059818 11.5682654 9.2072311 11.3489142 7.3210207 10.2534046 10.8742982 7.1343842 NA -1.4767392 9.3088116 7.3937242 10.6068384 9.1297642 8.9889255 11.5129310 6.5401668 10.7390771 8.6731062 7.6240212 10.4677051 1.5233612 4.5233612 10.1242012 4.1957807 9.7309836 5.1815717 0.5233612 4.5677523 0.5233612 10.8205620 6.5457275 6.8087609 10.4029423 5.6017767 -0.4767392 3.7712834 10.8102056 10.4706307 11.3867711 11.0793861 10.6108219 11.2063537 8.7328126 9.3966955 5.9081860 10.6879518 11.9713463 10.2580687 11.8855769 NA -1.4767392 9.8219944 8.9391008 8.8842062 10.9027375 9.5799968 8.7994834 14.2485922 15.2374167 1.8452692 12.1112538 8.2878989 12.0311537 9.6481266 0.5233612 0.1083572 -1.4767392 7.1744104 2.1083237 10.7045300 8.6995322 9.6442449 9.0988982 11.8709805 8.6397032 8.8395613 3.1083237 -1.4767392 11.2474466 1.8452692 3.8809108 9.4234712 9.8989416 6.9827906 5.1083195 7.9454239 11.2921637 9.8967680 9.2272626 11.0343704 9.4310009 9.4136233 10.7346390 4.7510245 7.5786414 8.9889255 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 female 2010 NA NA 100 kidney clear cell renal carcinoma NA NA white NA NA NA 2 2 4 4 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 1.560613e-06 2.774423e-07 -0.6815385 11.0705132 8.9406025 10.5777055 7.6085698 8.1577547 9.0362272 11.2726489 NA 1.5845777 3.8421140 8.6826853 9.5593421 6.2727473 12.0966279 10.2118523 7.9442593 10.6611810 11.6322841 1.3185772 10.4335944 10.3778952 7.7194299 7.6359633 6.9980307 9.0549526 12.2839743 4.7108670 NA 9.8430924 9.0241831 3.0189902 3.8421140 8.5806456 9.4283813 4.1765302 10.8940900 9.7851371 9.9731868 10.6455419 10.7146203 -0.6815385 10.7484804 6.9909764 10.8572247 11.4257678 9.5157674 NA 8.1577547 4.0734347 9.7563028 8.3241751 -0.6815385 10.0455182 2.1238317 9.0178281 7.5377193 0.9035011 7.1640410 9.4020301 8.7841172 1.9035011 5.5083748 9.7130134 7.4784218 9.2943988 9.0137791 9.1796377 5.3185518 11.6705500 10.5894300 11.0646451 13.7718214 10.6410423 9.0784391 10.7531790 -0.6815385 15.2557636 -0.6815385 8.3241751 11.8983381 4.2254446 6.8884060 8.3873289 7.8615826 1.3185772 10.7810530 9.4844878 8.6268899 0.3185772 5.0999095 9.5581492 3.7108670 9.4296865 8.6404789 9.8988094 6.7614941 6.7779825 13.1951636 7.4884756 8.3819456 8.9221770 5.5664773 11.3320758 9.1145903 11.1214710 8.4165826 11.2614317 -0.6815385 9.0464711 14.3018116 10.2734740 4.2727473 10.8950351 7.0667436 10.0974492 2.4884636 7.9660093 7.4060136 11.4247865 8.0396500 4.3629467 9.8567397 9.0850796 6.0734389 8.0120378 8.5133076 8.8673727 10.5096099 10.2821693 11.9840110 9.3751885 10.2118523 10.1749762 10.0692578 7.9450628 3.1258990 3.4884764 10.4504077 8.1514408 8.4934764 9.8518805 9.6914159 5.2011947 14.2163017 6.0050518 11.1534167 9.9268055 9.2133684 8.8921979 3.7779772 7.2314401 10.9861058 11.1699094 9.7000937 6.7448150 10.8174000 10.5794703 8.2900944 9.0834224 11.3252275 4.7779825 9.2452173 1.9035011 -0.6815385 NA NA 9.2800005 10.8406418 9.6438562 7.5034259 9.5612723 5.1259073 7.3683991 6.1514408 6.4165831 11.8733794 9.7500484 9.2359228 10.6062632 10.7749051 8.7841172 10.5527694 9.6004807 12.0013259 9.0883886 9.7952970 8.8043802 7.8959793 3.1258990 7.2492879 11.5563582 6.4052708 5.4884764 7.2174847 11.4510504 8.3213658 11.4523352 10.0515661 9.5818199 10.7635656 8.8144059 -0.6815385 -0.6815385 8.5876774 7.3353591 9.8144057 9.3832935 8.7841172 11.2900943 5.9909753 10.8825763 8.8460278 8.4632088 10.1966016 1.6404821 4.4884764 10.1331332 0.3185772 8.4529771 3.1258990 8.2042469 3.9624102 2.7779772 10.4277284 5.2492898 6.6584014 10.3499074 7.0301142 0.3185772 4.0734347 11.1182371 9.9767621 10.9975909 10.6091456 10.3656746 9.7500484 8.6404789 9.5069789 6.1315627 10.5829933 10.6177587 9.3547243 10.8625492 NA -0.6815385 9.9776547 9.5449629 8.5993215 10.3960341 9.0900402 8.4606578 13.7659569 13.4460615 5.6761038 11.6672789 6.0798367 12.2678303 10.6973874 -0.6815385 NA NA 7.6848727 7.0867349 11.0089940 8.9785466 9.1210672 7.9803287 12.7076443 8.4708358 9.0962500 6.1640400 -0.6815385 10.2581300 3.8421140 3.0189902 10.2603320 8.9053906 7.1889152 10.6733510 8.1796374 11.3036811 9.5521705 8.9203216 11.4073390 10.2522414 8.9642092 10.2216794 5.7421302 7.6892383 8.4348946 9.7011748 -0.0114730 -0.0114730 1.1674000 0.0000000 2.2021000 -0.0289480 -0.0465830 1.1074000 0.3243100 0.3243100 0.3243100 0.3243100 -0.0114730 -0.0114730 -0.0114730 0.5438300 -0.0157410 -0.0157410 -0.0157410 -0.0157410 -0.0157410 0.0000000 -0.0096806 -0.0219210 -0.0158790 -0.0158790 1.0958000 -0.0116110 -0.0158790 1.107 1.107 0.510 0.510 0.559 0.559 0.000 0.000 0.000 0.540 0.540 0.529 0.529 0.000 0.000 0.510 0.510 0.000 0.000 1.096 1.096 0.542 0.000 0.544 0.544 0.000 0.000 0.000 0.000 2.265 2.265 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.324 0.324 1.107 1.107 0.510 0.510 0.559 0.559 0.000 0.000 0.000 0.540 0.540 0.529 0.529 0.000 0.000 0.510 0.510 0.000 0.000 1.096 1.096 0.542 0.000 0.544 0.544 0.000 0.000 0.000 0.000 2.265 2.265 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.324 0.324 9.806391 11.843582 11.380259 10.463846 9.642731 12.154404 5.099910 3.640482 8.324035 4.125907 13.043384 8.856158 12.696439 10.160257 7.896773 9.255189 11.123488 6.547370 10.823866 12.039009 8.967807 8.249259 10.393134 7.740615 7.869298 11.121471 13.029357 10.3464568 9.5958382 NA 8.5157672 6.7364033 9.7204969 9.7033345 11.6645104 8.0015456 10.0353702 7.0532602 9.7676993 6.0734389 8.2756529 9.5712162 4.7108670 6.5664788 9.0137791 9.0949837 12.9042175 8.2224327 12.1141846 8.0538021 10.2441051 9.6606254 15.4717465 12.1351344 14.6428719 11.6263208 0.9035011 10.4702016 10.3656746 10.9745286 9.5401379 9.2359228 8.9696024 9.7065680 9.9865493 10.8134063 7.5425521 5.3629432 15.1792267 10.4132883 10.3332686 6.7697625 9.4708356 NA 11.4743176 NA 12.3091866 11.0679425 11.0595963 10.5286132 10.3778952 6.0999095 6.7022544 8.4348946 8.8479813 5.5473696 13.1466833 1.6404821 13.3119314 13.1922832 8.4322930 8.0718678 9.7718214 4.0734347 0.3185772 9.2463287 7.3846396 10.2625306 9.5034261 10.9936257 10.9953893 10.4020300 0.3185772 11.0293572 8.8921979 9.1466873 10.9419750 9.6584007 2.1259155 10.4446098 6.6404792 7.7861566 9.6438562 6.2492879 11.5563582 10.8567396 2.1259155 12.9465405 12.4953472 10.0006675 10.1966016 7.8460275 10.2201719 9.7531790 9.8891844 10.9572581 TCGA-EU-5906 55 0 NA 206 kidney stage i t1b nx m0 male 2010 NA NA 90 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 1 1 6 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.560613e-06 5.202042e-07 0.24464355 9.68629882 10.01938668 10.35860219 8.48967699 6.72680261 9.59465472 6.75916383 -1.07734543 3.73337604 3.65059225 8.29988203 10.50622446 6.63347771 11.82805855 11.18887247 9.44132474 11.07495640 11.81312582 2.09261339 9.90173940 10.13273401 8.01938668 8.38925790 6.31068912 9.03836539 11.09977957 5.88267239 -0.49228146 10.04485240 9.71057417 2.67755334 4.65073010 8.37594214 9.31230281 -0.07734543 11.02103263 9.44623348 4.52258310 10.30664571 10.89529240 -2.07704104 8.48967699 6.50763451 10.39256773 10.73965515 9.46376814 NA 8.20807386 3.34894056 9.90709000 8.10258045 -1.07734543 10.81784163 1.84390347 8.41352258 7.92969870 -2.07704104 7.27361100 10.09697310 8.13090565 NA 6.61615917 9.44329024 -0.49228146 9.42749052 9.30637572 10.18799360 6.82956165 11.46190912 14.94521274 11.32021247 13.77405458 10.84618473 8.46279957 10.54472338 3.17059810 16.02380599 NA 8.72841545 9.86591897 4.66413578 7.70894109 7.44427199 6.13699111 0.44868955 11.35416914 7.13278246 -0.07734543 -0.07734543 3.75556060 9.38107806 5.55202964 8.29335899 8.14062939 10.41952530 6.09759816 7.30421440 13.59868368 8.32781309 9.15928380 10.08852074 6.81748896 10.41296333 7.67588860 10.97473006 8.19763199 11.17504131 NA 2.50764244 14.48915658 10.18770046 -0.49228146 12.14644702 7.91135603 9.49868349 2.96705791 7.74125394 8.22645217 10.78782479 7.58800773 4.53738305 9.35573540 9.26474612 -0.49228146 7.60917209 8.45014848 9.40598343 10.02759780 10.34078767 11.78471217 9.96911350 9.99212133 9.43689244 10.25274809 8.77791379 1.24458266 2.09261339 9.83331422 8.79918835 9.71016603 10.43664586 10.39027710 4.07241455 13.41927570 8.19296690 12.70684627 9.76580738 10.31525725 8.91064603 3.67756462 6.52258467 10.60698181 11.47654077 9.63777560 7.25806189 11.86283004 10.49655532 9.30691566 10.71830537 10.33100133 1.82956546 9.04867268 5.36561556 2.01013531 -1.07734543 NA 9.15748892 10.16584550 10.32648252 7.53738150 9.65079615 6.33206162 8.79380682 5.58800698 5.94675893 12.06294215 10.54472338 9.78608352 11.42351341 10.83143939 8.59531791 9.98775103 9.93843504 10.90566514 9.34368430 11.04953732 9.21153767 9.43689244 4.36561556 8.69416110 11.53323506 11.61562371 2.31498649 8.65270840 11.64515890 9.47004812 11.62538534 8.56020213 10.50316564 10.83387623 6.11742908 0.92265457 -0.07734543 8.80913015 7.62311112 10.61920445 9.73444764 8.83556096 11.33801720 7.83705642 10.43415490 8.79688453 7.31498920 10.48943917 2.78064606 5.13212439 10.44696841 4.01013531 8.37388264 5.02070220 6.84430404 3.96531331 -2.07704104 11.07622357 7.47149314 6.61266949 10.13695729 5.34018481 NA 3.62310599 10.80302033 10.27636976 11.18579402 11.12004181 9.90281117 11.49844710 9.08883461 9.80646037 6.11644378 11.14350331 12.40434486 10.06318176 12.02890731 NA -2.07704104 9.83443802 9.23044153 8.82278367 10.91672436 9.33788522 8.44721343 14.91244298 14.72779820 1.24458266 11.72124460 7.93765453 13.13774945 9.96638245 -0.07734543 -0.07734543 0.24464355 7.65907327 1.73000949 10.75061756 9.19413459 9.38619597 9.21384227 11.83864424 8.86371921 9.17613499 2.62311770 NA 11.30123736 1.50761707 2.62311770 9.53507937 9.60829641 8.01653811 4.99948595 7.62484443 11.45551443 9.69581082 9.94330425 10.85192991 9.46134540 8.74922015 10.45454031 4.94625830 7.42251727 9.20228205 9.66624371 0.00027728 0.00027728 0.00652620 0.00179330 0.50481000 -0.00124730 -0.00138580 -0.00373950 -0.01161100 -0.01224200 -0.01224200 -0.01224200 0.00027728 0.00027728 0.00027728 0.00138680 -0.49882000 -0.49882000 -0.49882000 -0.49882000 0.01477700 0.00179330 0.00249690 -0.00138580 -0.00055444 -0.00055444 -0.00373950 0.00000000 -0.00290910 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.499 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.499 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.907976 11.337753 11.664560 9.989097 10.509511 11.787535 3.704031 0.730053 7.346754 3.051946 12.713478 8.559496 6.340525 10.008509 8.618274 9.584895 11.198505 8.298797 10.922848 9.553849 8.808368 8.797384 9.555312 8.151490 7.542891 10.954373 14.139702 10.413522 10.503401 NA 9.077490 7.946426 10.421770 10.159284 11.408501 9.734448 9.371820 8.130906 9.761482 6.964330 8.497265 9.009471 4.805313 5.141841 8.666664 9.808749 13.829445 9.013446 12.768652 5.152549 9.532312 11.221880 15.746940 12.096895 13.444180 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 male 2010 NA NA 100 kidney clear cell renal carcinoma NA NA white not hispanic or latino NA NA 3 3 4 4 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 1.21381e-06 3.121225e-07 -0.96353183 11.15579128 9.83742578 10.78723287 7.12928302 NA 9.32077167 10.67961090 NA -0.71240950 2.94341503 8.33573379 7.88827506 5.86941494 11.58823416 9.80471024 11.70939313 11.12033755 11.33487488 2.73697281 7.43740503 9.82768869 6.77799300 7.45859035 4.99072347 9.23742438 13.15100027 6.72302605 NA 9.98562310 9.78639527 1.84386328 3.56009128 9.56008784 9.76274395 NA 10.23987392 7.22140152 11.44405918 10.83863833 9.92298453 NA 10.77883533 4.59111688 10.99181255 11.19324104 8.25569428 -0.96353183 7.83418722 3.28445491 9.46069220 8.15286992 -0.96353183 10.70446679 2.20645569 8.46279058 7.64385619 1.84386328 6.33114626 9.37748863 8.33573379 1.35845253 5.65123543 9.94491846 2.84388337 9.68578198 8.34713854 7.41590398 2.20645569 12.67442770 12.60756741 10.57616941 14.07188344 10.46488601 8.72826952 9.93588283 NA 15.58686685 NA 8.21145177 10.01523634 3.68038062 7.20143293 7.89450676 6.39407850 2.43159622 11.35704439 7.10390672 -0.96353183 NA 1.62147756 9.23374261 2.73697281 7.94641915 8.09722205 10.54382499 4.99072347 5.93134267 13.77107674 7.39846923 8.34713854 8.71248298 7.39846923 10.78130086 8.65307471 11.60709317 8.58149022 12.37010057 -0.96353183 3.99071893 13.01478945 10.03087925 NA 11.57058555 7.34940863 9.05611663 4.49595733 10.25569439 7.64755053 10.81295894 8.41156522 4.03652971 9.56008784 9.42130957 1.03653850 9.02094439 6.93739265 8.70008386 10.21954089 10.84629397 12.11022731 10.00303126 9.22016136 8.82931619 10.70141754 8.56218365 0.62152444 -0.96353183 10.17863298 9.44166731 10.24292982 10.09384074 9.64015219 5.44591537 13.88123164 11.52235520 13.51599039 9.12928302 10.04984855 9.32539204 3.28445491 7.06994915 11.70718211 11.19355696 10.75933338 6.33114626 11.51816642 11.13422883 9.01809305 11.38026678 10.97463521 1.03653850 10.15216782 5.14504971 -0.96353183 NA NA 10.21519067 8.36520085 8.00231041 7.77799300 9.36262944 4.84387835 9.39846966 6.10261404 3.73696199 11.00122774 10.52938048 8.80305489 11.19513557 11.24384530 9.38636003 10.37135782 9.82034269 12.18770101 8.66405967 10.40284814 10.08160287 10.61064627 1.35845253 8.22140103 9.39517701 5.39899673 8.43313055 8.15761877 11.89993785 9.11334159 11.40612325 7.94941529 10.11734336 10.80098287 6.99072233 0.03646817 NA 7.06994915 7.33114626 10.16129341 8.96874051 9.01237397 11.64593551 3.99071893 10.77864580 9.18118407 8.42238818 9.83661690 0.03646817 4.46279181 8.66405967 1.03653850 6.01380614 1.35845253 1.84386328 1.62147756 1.03653850 10.29744537 3.84388337 4.49595733 9.46593264 5.35755200 -0.96353183 2.20645569 10.62664501 10.41047849 11.10362405 11.28148429 9.83580757 11.11033270 8.84709745 9.17095231 5.80365069 10.14635649 10.52235515 9.28326642 10.72521329 NA NA 9.70008403 10.24170817 9.33458839 10.45490555 9.04215046 7.97316409 13.60085403 14.51690587 9.00663184 9.26173342 4.94653905 12.81172461 10.06857166 NA NA NA 7.27014579 2.20645569 10.17671658 8.71248298 8.92222223 9.15546692 11.09755951 7.90071227 9.29932549 0.03646817 NA 11.08330885 1.35845253 1.03653850 10.44219926 8.91610906 7.34940863 5.08092196 8.01951956 11.75634249 10.12597636 9.91381003 11.23681146 9.91916888 8.90843105 10.85829989 4.50738873 7.64755053 8.89761285 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 female 2012 NA no NA kidney clear cell renal carcinoma 30 NA black or african american not hispanic or latino NA NA 3 3 3 4 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 1.5556199 10.9511321 10.3709813 8.7230162 5.9985408 4.3629537 10.5945169 9.8565796 NA 3.1714791 5.0150292 8.0752342 8.6027219 6.6641230 11.4131902 8.5300126 10.4166849 9.9723956 11.5221034 3.5565030 9.2403465 9.0732673 8.0752342 8.0191225 4.0150336 9.4654911 11.9755581 8.0908735 NA 10.1647767 10.6536301 3.1405660 5.3632096 8.0712977 9.3979484 0.5556199 10.2586363 7.1703077 7.2629574 10.6404064 10.2818161 NA 8.2525656 3.3629467 10.9120500 8.9671089 7.8410001 NA 7.7987718 3.8035267 10.7040746 7.4321151 NA 9.9153475 1.1405824 9.9745046 7.6054462 1.1405824 5.7650520 8.0150297 8.4714773 NA 6.4504162 10.7059800 2.1405496 8.8998940 11.0811188 NA 1.8775087 8.8093980 11.0835636 10.5025043 14.0377757 9.5696185 9.6900243 9.2525654 NA 16.6746809 NA 7.2066501 8.9328085 3.5555953 7.5890211 9.1776498 3.7255230 3.3629467 11.2818161 8.2201161 4.2560369 NA 2.3629467 10.5612225 NA 7.1101868 9.0373973 10.1339706 4.5999902 6.3500145 15.1389158 5.7454229 9.8797785 7.9902260 8.6588859 9.6595152 5.8593782 11.4409130 10.1044199 12.8190139 NA 3.1405660 13.6019538 10.7286505 NA 11.2983285 9.3629529 10.3196402 1.1405824 7.6270603 7.5612223 11.0155418 7.8684812 3.3629467 6.2835181 8.0633924 -0.4443801 7.0232032 8.5068828 10.8971168 10.0860043 10.2021566 10.8091441 8.1994540 10.3589219 9.9912683 10.7348850 7.9224887 NA 1.1405824 10.3797612 10.1396209 9.0673507 9.2297903 9.3221269 2.5555953 14.4276957 7.9902260 14.6397835 10.6996189 4.2560369 12.6683632 3.8775283 7.6054462 8.2138095 9.9403817 10.9618029 0.5556199 9.7267246 12.0641356 7.6693401 9.1994542 11.1301915 0.5556199 10.2188181 -0.4443801 2.3629467 NA NA 9.7167298 11.3225409 7.8410001 9.0170773 9.6572586 3.8775283 9.3154861 7.3500136 4.5097972 12.3163179 10.4572192 7.2350779 10.5800451 11.6887402 10.7563311 11.6340824 10.0860043 14.1005624 8.5640268 9.8616597 8.7404733 12.0406725 NA 6.5442829 10.6660812 7.7255230 2.3629467 9.2427811 10.7583340 7.6430610 10.0272732 7.9522025 9.3385962 10.9500607 7.3757771 2.1405496 -0.4443801 7.5612223 2.8775283 8.4714773 10.9241044 9.3385962 10.2664044 5.4135805 11.9710334 9.7613912 6.9818629 8.8035254 NA 4.9131479 7.4073468 2.8775283 4.4624908 0.5556199 2.1405496 2.3629467 1.8775087 10.5242648 4.7255230 6.4382413 8.8082634 6.4750573 -0.4443801 3.4624843 11.9167193 10.2102340 11.3365478 11.3701804 11.6996188 10.4752062 7.9860508 5.7638816 6.0119115 9.2315551 9.7699172 8.7205049 10.5097943 3.2560445 NA 9.5737981 6.4624892 10.1582969 9.2350782 10.5457019 9.1517878 9.9219202 13.0189946 0.5556199 8.4654909 8.4250375 12.1316098 10.9511321 NA 1.8775087 NA 6.4259628 NA 11.3046293 5.4382396 8.3435007 11.2741308 9.9349763 4.8410019 8.4654909 3.5555953 NA 10.7674862 4.6848804 3.2560445 11.2079948 9.1813068 5.5555984 3.8035267 8.5271415 11.9344347 8.4351810 6.8317227 10.7820102 8.8707475 6.6216871 9.2936903 2.1405496 6.5668258 7.0313312 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 male 2013 NA no 90 kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 1 1 2 4 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 9.8875620 9.0678887 9.3376632 7.9588456 NA 11.2314532 4.7021865 NA 2.5974358 5.5635456 8.3192060 11.2985486 8.4521996 11.3342204 9.7915266 8.7542281 10.8691768 12.2142842 5.0399806 9.4033872 10.3475629 8.6814324 9.1812382 6.3043942 9.1778276 11.3660375 7.7029477 NA 10.4620474 10.2232045 2.7769462 4.9468712 8.1829405 9.7065026 1.7769462 10.8755067 10.3215263 8.0210744 10.9210966 10.4557244 NA 10.1735530 1.4550181 11.1065203 10.0916447 9.7656329 NA 8.2461829 2.2623730 10.6772113 7.1964871 NA 10.4068804 NA 9.4806995 7.7124080 0.4550181 5.6644743 9.2099075 8.4690406 NA 8.4856872 8.7264832 3.7029456 9.7724327 10.8158672 8.3857576 5.0988743 9.3092496 11.6395856 11.4686917 14.7551224 9.8622879 9.6261969 10.8510897 4.4092144 15.8620887 NA 8.0916448 7.9902957 4.8125701 7.7404223 9.2380182 6.2363797 3.5941663 11.0591100 8.1624830 1.7769462 NA 3.4550181 10.1675471 1.7769462 8.1692656 8.6473131 10.2355599 5.3857589 6.0988764 13.8417583 5.9144521 8.3468040 9.2132433 8.1380147 10.2623750 7.1623792 10.1114449 8.4773879 11.2514654 NA 2.9144497 15.2773918 8.0952651 NA 10.9098335 8.8686482 10.1432704 4.2623730 8.8728728 6.7311439 10.6460793 7.1060719 3.7769462 7.9062310 8.7904104 3.3619087 9.3067692 8.8791865 9.1060719 10.6299458 9.2281592 11.2303011 9.8147697 11.0004673 10.0277204 10.9523730 9.3933059 -0.5449819 1.0399806 10.6274476 9.2347394 8.3468040 9.6934249 9.3130011 7.6047674 14.9048781 8.1167983 11.6516222 9.4179162 5.0697279 10.4121222 3.7029456 7.5424833 10.8739268 9.9776016 9.6324396 2.9144497 10.8573501 11.7138805 8.0952651 9.4479585 11.3257701 2.0399806 9.2311734 5.7948707 0.4550181 NA NA 8.8343984 9.7357909 8.5635445 8.8037482 10.9735700 5.5211104 10.7282329 5.4092178 5.0988743 12.2704034 10.1485071 7.7264832 10.7415779 11.3720192 10.1247911 11.0124838 9.4732203 12.8095450 8.8300594 9.6559187 9.4437049 9.8004253 -0.5449819 8.1203561 10.7696033 11.0264362 4.4994122 7.9703654 11.0930034 8.7792006 10.2736023 8.1203561 9.6946187 11.2759968 8.4408621 1.0399806 -0.5449819 9.0807291 5.2099095 9.9558620 9.8158673 8.5021440 11.0738644 6.8125727 11.3577306 9.1571928 7.3738831 9.6886399 0.4550181 5.4550214 8.9266954 -0.5449819 6.3857572 1.7769462 3.2623730 3.7769462 NA 9.6361723 6.6546919 7.8343984 10.5341915 7.8360005 0.4550181 5.7404230 10.9292330 10.5028256 11.6531582 10.9337897 11.9198211 9.7369502 6.5103021 6.3857572 5.6627182 10.1345003 12.0514428 10.2910705 11.5920112 0.4550181 NA 9.6874411 8.1931123 9.6098382 9.6497769 10.2074008 7.0988764 11.9682542 14.3854341 4.0399806 10.5237984 8.8081669 11.8295163 10.1450181 -0.5449819 2.2623730 NA 7.0474773 NA 10.7229772 5.9144521 9.7565163 9.7803255 10.6826361 7.8812847 8.6057066 6.7769488 -0.5449819 10.5900881 2.2623730 1.4550181 9.6620344 9.0934561 7.0324491 3.8473355 8.1345003 11.1765466 9.2412896 7.9428599 10.5177409 9.3238427 8.0324491 11.1748367 3.1959460 7.3005100 7.9103471 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 female 2008 NA no 80 kidney clear cell renal carcinoma 40 1965 black or african american not hispanic or latino NA NA 3 2 3 2 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 2.02619807 10.40233047 9.87326246 8.64825690 7.60363376 9.44616523 11.09027415 6.98967946 0.02616265 6.56691407 6.31160665 7.64825690 9.12160215 8.32082582 11.48512429 9.74388148 10.28712456 9.16831209 11.16958827 4.54976773 8.79438955 10.24295090 7.34813325 6.29299151 6.68441622 8.73010870 13.89155171 8.61491961 NA 9.32082582 10.03743233 3.34813325 6.84702226 8.82710512 9.13472946 0.02616265 9.14254899 7.54976696 7.86540913 11.77271940 8.79438955 NA 11.19425035 NA 10.32770128 10.92026494 10.47638533 3.19613488 9.24779225 0.02616265 10.87247897 7.52605081 NA 10.23003017 NA 8.76429738 8.02055832 3.02619807 5.31160847 9.31852677 8.74045067 0.02616265 5.19613095 9.98620698 10.20735738 8.40990936 10.11631745 6.92102328 4.27413491 9.96959906 6.90884773 9.63722985 14.70963837 10.40015769 10.07741406 10.81899536 0.02616265 16.73359117 0.02616265 6.95694296 3.02619807 4.34813325 7.91494835 8.96578428 6.72664460 4.64091587 10.30581564 9.03368096 13.11416508 1.02623349 1.61117238 10.25862598 NA 9.32541318 9.12160215 9.53598003 5.88418517 5.95694180 14.38965544 6.88418640 8.23565862 7.12423714 8.22096206 10.18154189 10.56633313 10.52006055 9.82224465 13.84298875 NA 11.06786421 14.29386887 11.24355698 1.02623349 9.26699637 8.79769459 10.64550803 2.34811908 7.92707214 7.05962783 11.17595218 6.69863105 5.58079371 7.46083347 8.68798308 1.61117238 6.65556221 9.02902020 9.73701152 10.03743233 8.47328810 11.18180126 9.33226687 11.34078834 9.72143333 10.27650353 9.07994099 NA 1.61117238 10.65647224 8.83998635 8.91494835 9.19612996 9.72490977 4.88418762 13.39075015 4.19612701 9.90578832 10.30581564 2.83355806 12.05411106 0.02616265 8.83033615 11.16319617 10.03603373 11.06649482 1.02623349 10.29870654 11.88767974 10.14384822 7.82062064 11.00991124 NA 10.90681410 2.61117238 6.50193907 NA NA 11.11433078 8.31160710 7.68441622 8.60740578 10.76132101 11.21911430 10.14903309 4.88418762 5.93309575 13.00955499 9.67905004 6.67006135 11.38814884 12.08318142 10.62704719 10.65920023 9.02902020 13.81573871 8.75071904 9.24295090 9.58653790 12.73593512 NA 5.85909492 12.59653517 11.65560724 10.47947573 6.26976067 9.67366348 8.53795762 9.72664477 8.43983296 9.32312121 10.77271936 9.25261718 NA 2.61117238 7.79438922 4.54976773 7.82710512 10.15548805 9.05962810 10.70039732 4.67005851 11.72715190 10.16447682 9.01204707 9.26699637 NA 4.02620693 7.51002117 1.02623349 3.02619807 2.61117238 5.02620693 2.61117238 3.93309103 8.93309575 2.34811908 6.98040124 12.75221029 9.42328066 NA 7.04857297 11.84478723 10.12818074 11.34644154 10.56148042 12.36855759 10.19988223 6.43559526 4.34813325 5.41508258 9.58271104 10.59225912 9.21355725 9.37050106 NA NA 9.85434153 7.94506804 10.28359286 10.02479546 9.63538384 7.72664460 9.83516932 11.46655519 10.18733698 7.60363376 7.31336377 9.18859651 9.94953260 NA NA NA 7.98040124 NA 11.41098884 5.48563613 8.50598538 11.14903309 10.56923692 5.11366716 8.75071904 5.07059971 0.02616265 10.30465455 7.37493340 3.19613488 11.26699643 8.49788017 6.79438987 11.49940345 8.01488973 10.90655385 9.45456519 7.99198944 9.97018500 9.18607635 6.29299151 10.06649476 3.02619807 7.04857297 7.64825690 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 female 2008 NA no 60 kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 3 1 2 2 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 10.0544788 10.0393255 9.8263174 5.3967383 -1.1109159 10.9196108 6.6255481 -1.1109159 0.9593250 6.0488160 8.9536863 10.1147535 9.4897858 11.3560397 9.4329421 9.6066201 11.5822128 12.4983533 7.5578290 9.2332395 10.0818529 7.3360271 7.0787678 7.4242192 8.9563779 10.2497908 6.1927248 NA 10.6596075 10.5958713 2.7958293 4.0987901 8.3887897 9.6604331 -1.1109159 9.1927243 9.0000792 5.7715872 10.9590646 8.8122710 -1.1109159 10.4587993 1.2108875 10.1726108 9.5657822 9.6792922 -1.1109159 8.2940849 -0.1110717 9.9133908 7.7186664 NA 10.5237230 1.2894804 9.7430329 8.0000795 0.4739427 7.4242192 8.8503935 8.2398830 -0.1110717 6.5471552 9.0348757 -1.1109159 9.9604060 10.9054038 5.7344332 5.0588706 10.3320684 13.3135036 9.8299913 14.2174783 10.0150028 9.5291887 10.3550201 1.2108875 15.3596978 NA 7.8048228 9.3677133 5.4281022 7.7867891 9.4616440 4.0983943 3.5322172 11.5806872 7.0272669 1.2108875 -0.1110717 0.4739427 10.4823347 -1.1109159 8.1835644 8.4663726 11.0965681 5.5036540 6.1273485 12.9428695 7.0026856 8.9278627 10.1020479 9.6270359 10.3211201 8.8358499 9.9730876 8.5201209 11.2285153 NA 3.2812680 13.7769734 8.4435325 NA 11.9545281 9.5219388 9.7202509 2.5893800 8.6768464 7.4739062 11.9182309 6.5255678 1.8889283 8.4888564 9.1056896 4.0588706 9.2737273 8.7139023 9.6057630 10.6870104 11.2262868 11.5439152 9.6126046 10.2688635 10.0676085 9.8416849 10.0391860 0.8889283 -0.1110717 10.4630641 9.5833015 8.8590496 10.3787916 8.9577219 5.6703022 13.9800484 7.8137562 13.4976027 9.1201648 7.0386908 9.7754024 2.2108564 8.1439724 10.1627392 10.1615734 9.9285481 3.7469254 11.3561620 11.5107666 4.9764049 11.0619961 11.2826023 0.8889283 9.1379031 4.0182247 NA 0.4739427 -0.1110717 8.5273797 11.1904399 7.8107843 8.8987722 10.7177148 5.1743465 10.2585409 5.7218347 4.6703022 11.2661542 10.4435325 7.6962985 10.9896060 11.9917395 9.7367762 10.5484937 9.4203251 12.6391272 8.7202508 8.9724230 9.2431930 10.5151089 0.4739427 7.9922314 10.5087052 11.0841036 1.8889283 8.3912187 10.8376759 9.0750579 10.3550201 8.8804654 10.2639831 11.2748061 8.4164205 NA 0.8889283 8.1032626 5.6438302 9.9043587 8.8387703 8.9415116 10.4227601 7.2726475 11.0332482 9.5155652 8.2574501 9.6809205 -1.1109159 6.0284940 8.3565492 3.7469254 5.6031901 3.9333366 2.2108564 3.6438331 NA 10.0700958 6.4046443 7.2332400 10.3585855 5.8909719 NA 4.2812606 11.2153731 10.6168641 11.7831930 11.2726479 13.1766560 10.5332506 5.7837605 7.1321172 5.8070921 9.4720265 11.8715808 9.1309268 10.5467087 0.8889283 -0.1110717 9.5453684 8.1249577 9.5701821 9.2993951 10.5100797 8.3545099 12.1775214 14.4873451 0.8889283 9.4454497 7.9851053 13.6698934 10.3401548 NA -0.1110717 3.1368640 6.6962985 NA 10.7577816 6.7218333 9.7761642 9.9830214 10.4874614 8.3298129 8.8030746 5.9442260 NA 10.6417424 3.8431397 1.4738908 10.4071050 9.5054924 6.8196810 5.4125072 8.3235718 11.3146841 9.0026859 8.1650683 10.6341978 9.9355084 6.7654605 10.4392094 4.5422890 8.1081120 7.9948524 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 female 2012 NA no NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 1 1 5 1 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 9.90825750 9.58139004 10.64685775 7.07909112 NA 10.45338866 6.12835733 NA 0.23376538 5.26488168 8.11287889 11.05994785 8.14752549 11.71746669 11.05017121 10.03262531 11.23872119 12.14742341 4.69784053 10.52603692 10.51628576 7.70671979 8.32665823 6.84583124 8.77795192 9.70948313 5.92023374 -0.64205395 10.62799489 9.94576921 3.40238111 5.19113622 7.79678332 9.61773486 -1.64205395 10.30745357 9.55274843 8.60235555 10.27237680 10.20112755 NA 9.65948792 3.11288359 9.89375308 11.57261431 9.95464737 -1.64205395 7.73736972 2.16533314 10.20112755 8.21441724 -0.05709145 10.54721083 0.80949676 8.93980427 8.02510301 -1.64205395 6.55766434 10.18533435 8.20348162 -0.05709145 6.34667683 9.10198460 4.75031172 9.46390012 10.28872895 9.47173373 6.59639701 11.19360784 12.29002181 11.66846244 13.92220069 11.13832633 8.43347069 10.72949610 2.26489668 14.49552318 NA 8.45206947 9.20817850 5.15240654 7.36642014 8.39965092 7.54781610 2.56198592 11.55889023 8.18466710 13.48984860 -0.05709145 4.52791483 10.20544053 1.81741861 8.09608366 7.79053357 10.41157814 6.66633054 7.69561389 12.81402515 7.47693248 8.97637710 10.68834832 6.21597169 10.41440586 8.30489795 10.91210080 8.14262633 11.24368800 -1.64205395 0.67996420 14.78409256 10.66633071 NA 11.64079050 8.24825588 9.53478804 5.12617582 8.50646826 7.65719981 11.79248957 7.33527154 3.56744810 9.05582795 8.84884261 NA 7.88937315 8.41327419 9.50392370 10.53603395 10.63178721 11.48720218 9.88986045 10.87319870 9.98734830 10.06578218 8.53964079 0.94298360 1.52792108 10.11704759 8.92974426 9.06448761 10.45305895 9.92594766 6.11954294 13.28549185 6.13935079 11.62477819 9.84583171 9.58018280 8.94013356 3.21597363 6.79678332 11.30781835 10.85209718 9.52791659 7.03041664 12.09209473 10.84934372 6.78425662 9.82915871 10.73845272 1.67991917 8.89339346 5.50773757 -0.05709145 -0.05709145 NA 9.09270139 9.62419249 9.77426143 7.83979083 10.20634078 4.73302888 9.05756399 6.36361615 6.39141546 12.06275989 10.04054741 9.04274036 11.33884528 11.19758912 9.14098975 9.99234896 9.65548117 11.37862438 8.90392130 10.18573129 9.05582795 9.97086012 3.71554199 8.90392130 10.53385298 11.96005368 1.35800234 8.31884781 11.52776009 9.19009059 11.73709922 9.83321838 10.50233120 11.34418926 7.33527154 -1.64205395 -0.64205395 8.86677695 7.94857866 10.48534118 9.14834006 8.17497510 10.91856334 7.97637738 11.00230534 9.30050609 7.79470308 10.38139954 2.16533314 3.40238111 10.01441653 1.81741861 8.18771431 5.01620212 3.40238111 4.26488168 3.11288359 10.55244076 5.71554473 6.85783796 10.09650618 6.18033885 NA 4.38036236 11.18334799 10.68329713 11.23316505 11.16050799 11.22758550 11.05778099 9.08079914 8.78530435 6.18250559 10.68301600 12.85040819 9.86429930 12.76545858 NA -0.64205395 10.01128457 8.42273422 8.84180742 10.59310835 9.67483878 7.23143529 13.16343324 15.03290111 2.05842041 11.32557817 7.67770907 12.14935807 9.69839821 NA 0.94298360 NA 7.34098501 NA 10.12165628 8.62360682 9.50392370 9.51786305 11.85870908 8.72867903 9.15027762 4.86578523 -0.05709145 11.10282548 1.52792108 2.60592096 9.16695591 9.40988031 7.95044858 4.81742372 8.43079416 11.34525565 10.18612811 9.46586246 10.84382097 9.88400181 8.89520990 10.35693455 5.27291526 7.66177240 8.95790444 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 male 2012 NA no NA kidney clear cell renal carcinoma 14 1999 black or african american not hispanic or latino NA NA 3 3 4 1 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 11.144222692 9.266974828 10.013557590 8.297250580 NA 10.839330412 8.120140398 NA 1.992732182 5.292634528 8.443943086 9.988798848 8.970127466 12.212719399 10.113140093 9.778721105 10.557016272 11.758984802 5.274768566 10.057760413 10.489535309 9.363683605 9.243245878 7.601406819 8.987371180 13.593895464 7.018458366 NA 10.224583460 10.061157439 4.255160791 6.062514634 8.595946304 9.581825175 1.814591438 11.558939818 10.089380563 13.164420579 10.741517800 11.846829058 NA 10.014258900 7.862099850 10.669899919 10.341504813 9.609930369 NA 8.800021724 3.865216096 10.699847086 7.880675731 1.007267275 10.242599648 1.007267275 8.939446398 8.118366994 1.007267275 6.614561151 9.987371180 8.857418421 3.329166661 8.236050079 9.420859423 2.329152306 9.244441617 10.739823046 9.042030591 5.577087375 9.850720833 10.701154039 10.282192006 13.522623421 10.248618916 8.946810676 9.831394816 4.255160791 15.521514130 0.007195501 8.811362490 9.521945664 5.156979014 7.429296260 8.326903566 8.435591926 2.814591438 11.117714910 9.265302800 NA NA 4.051624421 10.063191741 1.007267275 8.563737777 8.728330748 10.548812181 7.782018612 6.990225389 13.460373571 6.714590349 8.775416043 9.506080819 8.454376619 10.266103792 9.462558711 10.163946737 8.580878859 11.803474034 0.007195501 4.814586311 14.983661442 9.760448346 NA 12.091707800 8.548328341 10.052991288 5.775416701 7.967233753 7.811362490 11.002645426 6.522931423 4.961428857 8.652890135 8.983079678 2.177152403 9.275188677 8.819408894 9.574237019 9.943869474 10.712863991 11.627678238 9.671678872 11.255455648 9.845647641 10.500586672 9.112288843 5.889875047 3.094692119 9.995206072 8.755424405 7.911384198 10.198290818 9.815391302 7.355959763 13.802408795 10.400622033 11.698757009 9.792684081 7.450175297 10.327467989 4.814586311 6.973015386 10.569950994 10.380096611 10.063191741 5.382269523 11.286731879 11.227307518 9.670789714 10.043405207 10.906588500 3.865216096 9.114344118 4.136511330 3.177152403 0.592158002 NA 9.534708492 11.456122179 9.412372958 8.429296260 9.987314044 5.577087375 9.299553308 10.438729175 5.926094330 11.850563796 9.910360309 8.355959763 11.106250552 11.533486259 9.149019493 10.552678799 9.463586085 12.236200528 9.042030591 9.740246921 9.395248781 10.632483804 2.707679389 8.250405491 10.967233537 9.036753597 2.707679389 8.201914630 11.148700151 8.476873358 10.739823046 8.266974828 9.947545187 10.990937776 8.252784154 0.592158002 0.592158002 9.150614762 6.499085283 9.764621502 10.648380144 8.505083474 11.073993505 5.197055456 11.074366749 9.042030591 8.126172720 10.331974653 2.329152306 5.292634528 8.830598867 3.094692119 7.338148044 2.592205852 5.136515431 4.051624421 4.762120220 10.288002390 5.721476565 7.211802655 10.367529966 6.347080949 1.592205852 5.136515431 10.946076011 10.520959132 11.231233243 11.044778514 11.713727600 10.190866925 7.012855798 8.476873358 5.989427427 10.307012005 11.190866925 9.889874590 11.278986361 -0.992804499 NA 10.179033880 8.700718520 8.735152182 10.108550723 9.943869474 7.940921970 12.350139595 13.970217918 3.094692119 11.061496689 8.476974992 12.347498961 10.104605305 NA 3.466666270 NA 7.629283026 NA 10.872191516 7.099988398 9.458442706 10.434544415 11.877596300 8.495071523 8.732342133 4.329159484 0.007195501 10.664550038 3.255153236 2.177152403 9.887580406 9.223977307 7.191760029 5.382269523 7.871417996 11.147422267 9.657385804 8.403836490 10.580405374 9.774588428 8.945340825 10.708538002 4.373202737 7.377919338 8.059799778 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 male 2012 NA no NA kidney clear cell renal carcinoma NA NA black or african american not hispanic or latino NA NA 3 3 2 4 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 0.3300994 10.4464101 9.4657755 9.8299120 7.6564957 3.0305127 11.2849895 7.3063151 -0.6700154 1.7868891 5.2608048 7.7266712 10.7698971 9.6281287 11.6724187 10.0443117 8.8865721 11.1179687 11.7584263 2.1374052 9.9621526 10.2622809 8.0647756 9.4861492 8.2459458 9.1390305 10.2407089 6.3744605 NA 9.8368696 10.2369568 3.8536264 5.1880488 8.9648771 9.0511654 3.7894997 9.0630814 9.1518400 3.1374216 10.9285840 9.3173301 NA 9.8037719 3.9739235 10.3934612 10.9215885 10.7143103 -0.6700154 8.5612872 0.9150237 10.2466920 7.9336924 NA 10.0542645 NA 8.9582929 8.2987330 1.9150237 5.4385923 9.3370933 8.4899374 -0.6700154 7.3130599 8.6542468 7.1629562 9.7976717 10.7766326 7.1244822 6.1244812 9.6985071 11.4313853 10.4715347 14.3006215 10.2533937 9.1518400 10.5968527 2.1374052 15.5258228 NA 8.7180835 9.1849346 5.2608048 8.5492348 9.0218098 7.6292743 4.0316157 11.1478493 8.8903990 NA 0.9150237 3.7894997 9.7823075 1.3300420 8.8037718 8.5443853 10.1708441 6.6876178 6.6061905 13.4299892 6.8378613 9.0916173 9.9046598 9.0148147 9.4761129 8.5968528 10.3130598 8.6564957 10.5480239 NA 8.0613852 15.7669241 7.3412938 -0.6700154 10.3968281 8.9594227 10.6177786 -0.6700154 8.2519070 7.3579724 10.1645372 6.5198910 4.4175285 8.0130608 9.5285112 NA 9.0374253 8.8279181 9.2309329 11.2652312 8.1629562 11.4499346 10.0673135 10.8638826 9.5149414 10.5666784 10.1500297 2.4999862 0.3300994 10.3087767 9.3482663 8.6474789 9.9150286 9.4785427 5.3961561 15.0466445 3.4999862 10.0891220 9.7373339 6.0024910 10.6246869 2.1374052 6.9666912 10.5155611 10.1919285 9.1293477 2.4999862 11.1280640 11.5285112 6.9666912 9.5049919 11.0117438 3.7894997 9.4007373 3.1374216 1.9150237 -0.6700154 NA 9.7925684 11.3005316 9.0999040 8.8138819 10.5099317 7.0579863 10.2035103 6.4280988 5.7223841 12.0402269 10.3356907 7.1374216 10.7094445 11.3304183 10.2637569 10.5636858 9.0916173 12.5006172 9.2504190 9.4385906 9.6212369 4.8846565 0.9150237 8.4015285 10.8174038 8.0680909 4.1880448 7.3729843 10.8536281 9.2622809 10.4587050 9.3044807 9.6519943 10.7646944 8.1849343 1.6520046 NA 9.5049919 3.9739235 9.9648773 8.9056054 8.1973450 11.2023563 6.5684715 11.0450157 9.3201701 7.9262557 9.7812772 2.4999862 6.2369575 9.0060231 NA 8.3934612 0.9150237 6.3187507 4.5779907 2.3300707 9.9900621 7.0579863 7.6564957 11.3332327 6.7270137 NA 5.8219194 10.5167995 10.6457818 11.2954897 11.5124605 12.4361383 8.4949732 7.0305060 6.1629552 5.4614074 10.7935905 11.7264033 10.2271553 10.6909133 0.9150237 0.3300994 9.8098464 9.3286565 10.0348344 10.1089646 9.8989723 6.0305060 11.5056157 13.3650370 5.1114278 11.5254384 8.5753573 11.2820793 10.3676131 -0.6700154 1.6520046 NA 6.9666912 NA 10.0579866 5.5588860 9.8348852 10.0331046 11.5768068 7.8017413 8.6361279 6.4490066 NA 10.9262559 6.2608029 3.1374216 9.7072766 9.5211254 6.9739223 9.1833756 8.1818152 10.7239929 9.3087766 8.5468119 10.6848665 10.0849537 8.7330780 11.9288166 3.5371842 7.1374216 7.8057993 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 700 kidney stage i t1a nx mx female 2013 NA no NA kidney clear cell renal carcinoma NA 1996 black or african american not hispanic or latino 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 11.1882928 10.6499393 9.2950089 7.4153547 7.8015377 10.4448107 9.4064236 -0.8277685 4.3929013 5.5472215 8.3496006 9.3767520 7.9955484 12.0578774 9.9502581 9.3791953 10.2007777 11.8767331 4.1263782 9.2688961 10.6893582 8.4177336 8.9811451 7.2239341 9.0730477 13.4736057 7.5558852 NA 10.4212944 10.4500495 3.4201051 5.9139186 8.4713891 9.3804154 4.1721835 10.7069702 9.2301727 8.1379651 10.5767903 10.4552694 NA 11.0513813 9.0161021 10.2556603 10.6873880 9.9665969 0.1722315 8.7401369 4.3421067 10.6524663 7.7608956 3.2596491 10.3315352 1.9795498 8.9823670 8.3066072 0.1722315 6.4201084 9.6387673 8.4459766 2.3420996 7.6799755 10.1029183 9.3078902 9.4656527 10.9123833 10.0254905 4.8160364 9.1525777 11.2626242 10.5170316 13.3729264 10.5014168 9.0034881 9.9510795 0.7571086 16.2397414 NA 8.0669987 9.1058716 4.8160364 7.2543304 8.3669376 7.0609239 2.3420996 11.1099226 8.3019790 1.1721675 1.4941083 1.7571513 10.1508914 2.4941083 7.8015377 8.5231201 10.4736771 6.9665966 6.6957433 13.8487992 6.7795119 9.1350769 8.4058005 8.9203737 10.2715025 8.9665969 10.4135684 9.0925338 11.7727908 NA 9.1102904 15.4120405 10.4201084 0.1722315 11.4141641 8.3320522 9.8795401 3.0790708 7.9136482 7.6109731 11.1106579 7.7608956 3.3420996 8.4736773 8.5794487 4.3816364 8.0113849 9.1665344 10.2456531 9.9228879 10.2859231 11.3251629 9.3730796 11.3004976 9.8769492 10.4003984 8.3944687 4.4941083 2.3420996 10.3250995 9.0425456 8.7055107 10.1365218 9.8115216 4.4941083 13.6396592 8.3193858 13.1572224 9.8051762 7.3816347 10.8214372 4.0301595 7.4895935 9.0332680 10.4307470 10.7025873 4.0301595 10.9534095 11.2790710 8.1665342 8.8268170 10.7771974 4.7267713 9.4482588 2.4941083 3.9270715 -0.8277685 NA 9.7152128 11.4260285 8.8898574 8.0609245 9.8158388 9.2675779 9.1249223 7.3421058 5.9665966 12.7267698 9.4331005 7.5075711 11.1223723 11.4174366 9.5847932 10.7552637 9.4046019 12.5622155 9.1735892 9.6967228 9.0760628 10.7171454 2.1721675 7.6151242 10.6539804 6.7315200 7.3570567 7.9407951 10.7547934 7.9502579 10.4413076 9.9617146 9.9444955 10.8756520 8.7850496 0.1722315 0.1722315 8.4034019 5.9270692 9.4331005 10.8885717 8.7646381 10.7818215 6.1146960 11.3921179 9.3681683 7.4621996 9.7627680 2.8726121 4.3421067 8.1321830 2.7571513 7.8481378 5.3014633 5.3816329 3.0790708 3.5645001 10.3644738 6.1721815 6.5984456 9.6769999 6.3282136 0.7571086 4.7868891 11.5815719 10.4895936 11.2128132 10.7329914 11.9541553 10.4731055 7.4805196 7.6232684 6.6291511 10.0977354 10.4034022 9.8578058 11.0764392 1.4941083 NA 9.8949885 8.4389677 9.3693978 10.8988249 9.9568158 8.6760068 12.9877644 14.0221724 2.3420996 10.7205212 8.1922997 13.0722930 10.2240696 -0.8277685 2.7571513 NA 6.9337320 2.4941083 10.6494485 6.7868904 8.6720268 10.6765034 11.7978898 7.5858091 8.8870274 2.4941083 -0.8277685 10.4731055 5.1029184 2.7571513 10.3212929 8.7035624 7.0113849 7.1379656 8.6559968 11.7072133 9.3755291 8.3743049 10.5783860 9.3269990 7.9270686 10.5794487 4.2191995 7.2110998 8.0208039 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 498 kidney stage i t1a nx mx female 2012 NA no NA kidney clear cell renal carcinoma NA NA black or african american hispanic or latino NA NA 1 1 2 4 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 10.6936405 9.7493445 10.0878107 8.1484862 9.0414108 10.2161927 5.4648675 -1.2863042 1.0328767 5.3432159 8.6665993 10.1018754 7.6475491 12.1172697 10.8421747 10.5534556 10.5288411 11.5216156 3.0357822 9.2674873 10.1552462 7.8534094 7.6738603 6.7472813 8.8197665 10.0096271 7.5530617 NA 10.1604245 9.9024470 3.4687397 5.3864247 8.3137710 9.4142979 -0.2861283 9.6622254 7.8066154 6.7960072 10.9162881 10.1778933 -1.2863042 9.0256064 4.5467463 10.9507693 10.3946571 8.4704144 -1.2863042 7.6651426 2.7138498 10.0703102 7.7527774 NA 10.4635517 0.7138717 9.3441252 8.2097131 NA 6.1895913 9.4038561 8.0061796 2.5212015 6.6147246 9.2674873 1.2988342 10.0402877 10.7106846 7.6680546 7.0625859 10.0492317 15.4565491 11.3331611 14.1148709 10.5252328 9.0692091 10.0142106 0.2987756 16.9218972 NA 8.5324405 9.8334477 4.9233108 7.4553248 8.7222867 6.6445961 1.7317915 11.4626799 8.0087087 8.2334946 0.2987756 5.8837821 9.8262976 1.5212015 8.0221969 8.1253690 10.7531200 7.2568899 6.2837144 14.2391036 7.5308417 8.9853211 8.6636848 8.0670051 10.2917873 7.7194826 10.7873303 8.8559651 11.5901832 NA 0.7138717 14.5587110 10.2137040 -1.2863042 12.6352342 8.6371856 10.1243095 2.7138498 8.2016981 7.4383719 11.2278324 6.5276396 2.6207506 8.8013210 9.1295999 -0.2861283 8.7786009 8.1464001 9.1906042 10.5593482 10.6041224 11.6955003 9.8881597 10.2974111 9.5308417 10.6214999 9.0690440 NA 1.0357647 10.3477615 9.1804445 9.1956576 10.0453350 9.4770705 4.5467463 14.0343414 9.2027025 13.0297860 10.9024469 8.0199198 10.2181806 2.2988342 7.0492485 9.6897061 10.2931741 9.6839640 3.7582499 11.3208162 11.3680466 7.7826366 10.1264280 10.8135347 0.2987756 9.6718236 2.1732874 0.7138717 -1.2863042 NA 9.3386535 10.9588165 8.9450792 8.3915779 9.8204865 6.8737295 9.2471879 10.0675563 4.8837821 12.2561645 10.7320583 8.2037062 10.9978146 11.1609414 9.3791940 10.5025765 9.8321503 12.4489910 8.7514051 10.3862835 9.0801804 10.7684624 1.2988342 7.9899825 10.7117433 11.2961272 3.2988196 9.1083530 11.2479178 8.8661430 10.7465927 9.0888977 10.2171870 11.1505696 7.2837135 1.2988342 NA 8.1996876 6.2374203 9.8919005 9.5987917 8.8762496 10.8759347 9.5292414 11.0551990 9.5632632 7.4003586 9.7893372 3.0357822 4.4687462 9.7096253 -0.2861283 9.0278748 3.6680510 3.2988196 4.7362260 -0.2861283 10.7926761 6.3285672 6.7745538 9.3950964 5.9541730 -1.2863042 5.5467494 10.8412077 10.9015195 10.8062850 10.6655071 11.4612120 10.3211884 9.2374201 8.3880504 6.8286938 10.5471435 11.7126248 10.0119208 10.8912777 0.2987756 NA 9.6796425 8.5546360 9.5772700 9.9390655 9.6379283 8.0581541 12.9674841 14.9585564 3.8837870 11.0672807 7.8970219 12.0741566 9.9233114 NA 1.2988342 -1.2863042 7.4281039 NA 10.0414108 7.2988205 9.2067128 10.1624907 10.8664598 8.4021086 8.9289299 3.4687397 -1.2863042 10.6814447 -0.2861283 0.7138717 10.3689416 9.2265986 7.8887840 4.2057131 8.2275856 11.0924239 9.4902911 8.6490233 11.4056016 9.2875053 8.1359227 10.2670074 5.0185496 6.9992604 8.7389978 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 47 0 NA 356 kidney stage i t1a nx mx female 2013 NA no 90 kidney clear cell renal carcinoma 26 1987 black or african american not hispanic or latino 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 11.6856456 11.1591574 10.5810665 8.0385761 NA 9.2735746 10.0964058 NA 3.5416635 5.1292212 8.6251788 6.7666508 7.1627387 11.1986195 9.4319091 7.5807847 10.7203361 11.4488356 4.1895953 8.1323008 11.0601608 7.1106055 8.4936742 4.9453549 9.1717460 10.9257463 2.6511780 NA 10.2984612 10.3426684 3.3463187 5.2812235 7.1012067 9.5349810 0.5808208 9.4858708 7.2217524 4.1657512 10.6647959 13.6795077 NA 9.9558242 -0.7410590 9.9009083 8.3764996 5.3881413 NA 7.6997258 1.5807726 10.1754826 8.5773994 -1.7413002 11.1734922 1.5807726 9.7058210 8.5557728 2.9027103 7.4362760 10.1487408 8.0662114 2.9027103 6.0402174 10.6768594 3.9027103 9.2332712 9.2368521 3.9312859 5.1777185 10.9065287 11.5669112 9.3249458 13.8617005 10.3539240 7.7980155 7.4312845 3.9312859 14.1368357 0.8438231 8.0901638 2.6511780 4.6682496 7.5396272 7.4362760 3.3032547 1.8911081 11.8041831 8.7909007 NA 0.2588204 3.1657512 9.5203639 NA 9.0678207 8.5964786 11.5633506 4.3673781 6.5807847 12.9423448 7.9277418 8.8863904 6.5396272 9.2951539 9.6927550 10.8758649 11.6665227 8.5523283 12.3420035 NA 6.1230433 16.1728446 6.3932823 0.2588204 11.8562109 8.7131559 10.5121132 2.7182849 9.4250197 8.5773994 11.5950842 8.5091550 2.9592879 8.5603527 9.3764996 2.7824086 9.4066976 8.6608028 10.3706444 9.8134455 11.8472199 11.4088990 9.5419449 10.4996480 9.2289625 10.0170798 9.1492502 3.0137481 -0.1561769 10.2350627 9.3797425 9.3529805 10.6186062 9.9657843 0.8438231 12.5955027 9.3823314 13.1642436 10.2581520 9.6761817 9.7601963 3.1657512 7.9575612 5.5987076 11.8473370 10.5141804 4.8134477 11.7017159 10.7860892 11.3141391 8.3410055 10.8372294 5.1536756 10.0282730 -0.7410590 1.4287856 1.2588807 NA 9.9657843 11.4095559 10.2994889 7.4780253 10.1350129 2.7824086 9.2846883 3.2588505 6.7598576 10.6853835 10.7659080 9.4130418 11.8214568 10.2174093 9.1662206 10.1004209 9.6819726 12.4843654 8.9479811 9.8818237 8.4695279 10.2946867 6.0662119 7.1137255 11.2052147 2.2732175 NA 6.1657472 10.4465180 9.0949069 11.3182011 10.3376746 10.1769745 10.6295440 5.7980142 NA -1.7413002 5.7345904 6.9348137 10.9409734 9.7157244 10.0311712 10.5742893 3.4287856 10.9213070 8.9197438 8.1399708 10.8854783 -0.1561769 5.4486796 9.1113861 7.7162378 6.1895933 2.2588505 -0.1561769 1.2588807 -0.7410590 11.4778738 1.4287856 6.6639978 6.2361367 9.8482503 NA 2.5807967 11.8970663 10.4771171 11.6455275 10.6584016 11.6897012 12.1387270 9.0311713 10.3332992 7.2715648 9.5574920 7.5067844 10.3559012 12.5703212 5.7100680 NA 10.5073772 8.2977756 9.1829269 11.1760422 9.5858478 8.8615556 12.3742255 12.2577115 1.9592879 11.1890396 5.4012687 10.9033889 9.2553301 0.2588204 0.2588204 -1.7413002 7.6208005 NA 10.2627715 8.9285832 9.2819180 10.8351048 12.2458541 9.5144754 9.1969072 0.5808208 1.9592879 11.5129995 1.2588807 2.3463329 9.8977450 9.2546238 7.5115218 1.5807726 7.6229911 11.5061908 10.9411929 9.7345901 11.0680219 8.8261474 6.2304009 9.8028551 5.0881967 7.2013712 8.5931300 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 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 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 0.0316 0.00665 3.51e-13 0.06701684 0.06701684 0.0316 0.0574 0.00597 0.00275 0.00146 3.51e-13 0.06701684 3.51e-13 0.0624 0.0249 0.025 0.0842 0.00625 5.57e-11 0.052 0.000196 3.51e-13 0.00542 0.06701684 3.51e-13 0.0246 0.06701684 0.000384 0.06701684 3.51e-13 0.0937 3.51e-13 0.000281 0.00271 0.000105 0.000306 0.076 0.000257 0.0798 0.0434 3.51e-13 2.01e-06 3.51e-13 0.000306 0.00604 0.06701684 0.06701684 0.0382 7.27e-05 0.00774 3.51e-13 3.51e-13 0.0188 0.000392 3.51e-13 0.06701684 0.06701684 0.0197 3.51e-13 0.002821582 3.04e-05 0.0958 0.0123 0.00777 0.00056 0.0581 0.06701684 3.51e-13 2.97e-05 0.06701684 2.06e-05 0.0717 3.51e-13 3.51e-13 0.0574 0.0811 0.0722 0.06701684 0.06701684 0.0574 0.0825 0.0992 0.00665 0.0574 0.0477 3.51e-13 0.0477 0.000614 0.06701684 0.0512 0.06701684 0.0729 0.00374 0.06701684 0.06701684 0.00323 0.06701684 0.0574 3.43e-11 3.51e-13 0.0116 0.0667 0.003471831 0.0724 0.0008341178 0.0482 0.0014 8.39e-06 0.000384 0.0774 3.84e-05 0.0581 0.094 0.0192 3.51e-13 4.15e-05 0.0188 4.61e-08 4.76e-05 0.06701684 0.00542 3.51e-13 1.17e-05 0.0311 0.06701684 0.00961 0.001667897 3.51e-13 0.04301409 0.0430503 0.0316 0.0624 0.000458 0.0482 3.51e-13 0.0684 3.51e-13 0.06701684 0.06701684 0.00874 3.51e-13 1.37e-06 0.0103 0.00774 0.028 0.0366 0.0382 0.0576 3.51e-13 3.51e-13 3.51e-13 1.35e-12 3.51e-13 4.41e-05 0.0452 3.51e-13 0.06701684 0.0717 0.0502 3.51e-13 0.0317 3.51e-13 0.000721 0.00895 3.51e-13 0.0347 0.06701684 3.51e-13 0.0159 0.06701684 0.06701684 0.0552 3.704893e-06 2.03e-11 0.0185 3.51e-13 0.06701684 0.0579 0.028 3.51e-13 0.00372 3.51e-13 0.06701684 0.06701684 0.06701684 3.51e-13 0.00467 3.51e-13 0.0734 0.0107 0.06701684 3.51e-13 0.015 6.12e-13 3.51e-13 0.0842 0.0702 0.06701684 0.0167 0.06701684 3.51e-13 0.0772 0.000123 3.51e-13 0.00219 0.00094 3.51e-13 1.78e-06 0.0991 0.06701684 0.05918054 3.51e-13 3.51e-13 0.0722 1.2e-06 0.06701684 3.51e-13 0.0461 3.67e-07 0.0002778899 0.05326896 0.0246 3.51e-13 3.51e-13 0.0111 0.0012 0.0825 0.0144 0.0154 0.000871 0.028 0.00843 0.06701684 0.0712 1.24e-08 3.51e-13 3.51e-13 0.000389 0.019 0.0501 0.00701 0.0667 0.0581 0.06701684 3.51e-13 0.00615 0.048 0.0592 0.0563 0.00542 0.0228 0.0269 0.00271 0.0008341178 0.0825 3.51e-13 0.000448 0.000797 0.06701684 0.06701684 0.0012 0.04 0.0983 0.06701684 0.01600205 0.06701684 0.06701684 0.01633532 0.03510543 0.0007986321 0.01507544 0.01426803 7.487269e-06 0.06701684 2.847828e-06 0.004027149 0.01159985 2.894669e-11 0.00959638 0.06701684 0.01022967 0.06701684 0.005394175 0.06701684 2.158528e-09 2.512572e-11 0.0001661261 0.05981905 2.808089e-06 0.07081258 0.03453672 4.521094e-05 0.05981905 0.01991044 0.05981905 0.007619976 1.70412e-08 0.09094246 0.07450664 0.002664233 0.06701684 0.06701684 3.702368e-06 0.0002123316 8.019287e-05 9.940344e-05 0.04406762 6.2328e-10 3.161419e-06 0.01571478 1.645477e-06 7.487269e-06 0.06701684 0.08709666 0.06701684 0.06701684 2.532835e-11 0.002821582 0.0001469469 0.08709666 0.002945843 0.01752012 0.0009767295 0.02595552 0.06701684 0.06701684 0.007792202 0.05887479 0.03530345 0.01344751 0.08687259 0.0181149 0.06701684 0.06647253 0.06701684 0.0108964 0.0001169514 0.0257378 0.0005386608 0.06701684 0.02022254 0.09158253 0.06701684 0.003210111 0.05191727 0.06701684 0.06701684 0.008238052 0.06701684 2.178238e-11 0.003471831 0.0008341178 0.02307854 0.02226823 4.655662e-05 0.02578135 0.05981905 0.02684362 9.66623e-07 7.80679e-06 0.02107754 0.05293376 0.07457066 0.06701684 0.01854228 3.690059e-10 0.003287827 0.02107754 0.06701684 0.009511372 0.001667897 0.005715531 0.04301409 0.09094246 0.0133331 0.06014244 0.0001383614 0.06701684 0.06701684 0.002217459 0.06381896 0.01971436 8.780495e-12 1.926e-05 0.0001313013 0.09638193 0.0004259875 0.09859442 0.01337183 1.70412e-08 3.409398e-08 0.02901223 0.0009737883 0.07282667 0.02924484 0.0004928134 0.06701684 0.002760387 0.09873643 0.06701684 0.06701684 3.704893e-06 3.115387e-11 0.08709666 6.210622e-05 0.06701684 0.000471485 0.01752012 0.07991688 0.06701684 0.06173457 0.06701684 0.06701684 0.08709666 0.01475165 2.539252e-09 0.09110181 0.06701684 2.019665e-06 0.05981905 0 0.07567363 0.0257378 0.06701684 0.06701684 2.812876e-05 0.0004318908 0.01022967 5.710794e-05 0.07450664 0.05918054 0.0827632 4.572855e-06 0.0007986321 9.764192e-06 0.06701684 5.96227e-06 3.647592e-07 0.0002778899 0.05326896 2.79397e-07 0.05981905 0.07450664 0.06701684 0.01310052 2.043915e-05 0.0004084209 0.02301863 0.07450664 0.06701684 0 0.098138 0.04936382 0.01579904 0.09562745 0.0007222874 0.0008341178 2.647722e-07 0.01479083 0.06701684 0.06701684 0.002348182 0.01752012 0.06701684 0.06701684 0.06701684 0.002667599 0.06701684 0.01392764 0.06701684 0.06701684 0.06701684 0.06701684 0.06701684 0.06701684 0.06701684 0.06701684 0.002821582 0.06701684 0.06701684 0.06968604 0.06701684 0.06701684 0.0496251 0.06701684 0.06701684 0.06701684 0.06701684 0.06701684 1.148659e-11 0.003471831 0.0008341178 9.041311e-08 0.06701684 0.06701684 0.003138723 0.001667897 0.04301409 0.009507564 0.02289175 0.06701684 0.06701684 1.148659e-11 0.06701684 0.0298725 0.06701684 0.06701684 0.06701684 3.704893e-06 1.340291e-05 0.06701684 0.06701684 0.06701684 0.06701684 0.06701684 2.027045e-12 0.06701684 0.06701684 0.06701684 0.05918054 0.06701684 0.0002778899 0.05326896 0.06889494 0.06701684 1.19083e-05 0.06701684 5.574374e-10 0.0008341178 0.06701684 0.06701684 0.06701684 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 0.017922 0.036354 0.13348 0.061725 0.16762 0.16762 0.061725 3.0348e-67 3.0348e-67 0.061725 0.16762 0.061725 0.061725 0.13348 5.7012e-06 0.036354 0.061725 0.061725 0.16762 3.0348e-67 0.16762 0.13348 0.061725 0.13348 0.061725 0.036354 5.7012e-06 0.13348 5.7012e-06 0.061725 0.061725 0.18297 3.9973e-11 7.9976e-51 0.0021423 7.9976e-51 3.9973e-11 0.14437 4.9518e-20 7.9976e-51 2.8557e-09 2.8557e-09 0.0011766 0.0011766 2.8557e-09 0.0016114 0.0021423 0.14437 0.0047075 0.14437 0.14437 2.8557e-09 0.0016114 0.0021423 0.0021423 3.9973e-11 0.0047075 0.14437 7.9976e-51 2.8557e-09 0.0021423 2.8557e-09 7.9976e-51 8.864e-06 2.8557e-09 7.9976e-51 3.9973e-11 0.01849 0.0021423 2.8557e-09 3.9973e-11 0.14437 3.9973e-11 7.9976e-51 0.0016114 0.14437 2.8557e-09 3.9973e-11 0.14437