tcga_participant_barcode CLI_age CLI_vitalstatus CLI_daystodeath CLI_daystolastfollowup CLI_primarysiteofdisease CLI_neoplasm.diseasestage CLI_pathology.T.stage CLI_pathology.N.stage CLI_pathology.M.stage CLI_dccuploaddate CLI_gender CLI_dateofinitialpathologicdiagnosis CLI_daystolastknownalive CLI_radiationtherapy CLI_karnofskyperformancescore CLI_histologicaltype CLI_radiations.radiation.regimenindication CLI_numberpackyearssmoked CLI_yearoftobaccosmokingonset CLI_race CLI_ethnicity CLI_batchnumber 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_ACAP1_cosmic SMG_mutsig2.0_ADAM28_cosmic SMG_mutsig2.0_ADCY8_cosmic SMG_mutsig2.0_ALS2_cosmic SMG_mutsig2.0_ARAP3_cosmic SMG_mutsig2.0_ARHGAP20_cosmic SMG_mutsig2.0_ARHGAP33_cosmic SMG_mutsig2.0_ATM_cosmic SMG_mutsig2.0_ATP7B_cosmic SMG_mutsig2.0_BAP1 SMG_mutsig2.0_BCL2L13_cosmic SMG_mutsig2.0_BCL6_cosmic SMG_mutsig2.0_BOC_cosmic SMG_mutsig2.0_C16orf78_cosmic SMG_mutsig2.0_C1orf65_cosmic SMG_mutsig2.0_C9orf171_cosmic SMG_mutsig2.0_CARKD_cosmic SMG_mutsig2.0_CCNL1_cosmic SMG_mutsig2.0_CDKN2A_cosmic SMG_mutsig2.0_CFP_cosmic SMG_mutsig2.0_CREBBP_cosmic SMG_mutsig2.0_CSF1R_cosmic SMG_mutsig2.0_CXorf23_cosmic SMG_mutsig2.0_DDX54_cosmic SMG_mutsig2.0_DPYSL4_cosmic SMG_mutsig2.0_EDIL3_cosmic SMG_mutsig2.0_ENO1_cosmic SMG_mutsig2.0_F2RL1_cosmic SMG_mutsig2.0_FEM1C_cosmic SMG_mutsig2.0_FRMPD1_cosmic SMG_mutsig2.0_FZR1_cosmic SMG_mutsig2.0_GAK_cosmic SMG_mutsig2.0_GALNT7_cosmic SMG_mutsig2.0_GGA1_cosmic SMG_mutsig2.0_GPR61_cosmic SMG_mutsig2.0_GRM5_cosmic SMG_mutsig2.0_GSK3A_cosmic SMG_mutsig2.0_GYPA_cosmic SMG_mutsig2.0_HGC6.3 SMG_mutsig2.0_HSPA2_cosmic SMG_mutsig2.0_HUWE1_cosmic SMG_mutsig2.0_IMPA2_cosmic SMG_mutsig2.0_INPP5E_cosmic SMG_mutsig2.0_ITPR2_cosmic SMG_mutsig2.0_KCNK1_cosmic SMG_mutsig2.0_KDM5C SMG_mutsig2.0_KDM6A_cosmic SMG_mutsig2.0_KIF16B_cosmic SMG_mutsig2.0_KLK10_cosmic SMG_mutsig2.0_KLK2_cosmic SMG_mutsig2.0_LIG3_cosmic SMG_mutsig2.0_LRBA_cosmic SMG_mutsig2.0_MAP2_cosmic SMG_mutsig2.0_MAP3K10_cosmic SMG_mutsig2.0_MST1_cosmic SMG_mutsig2.0_MTMR8_cosmic SMG_mutsig2.0_MTOR SMG_mutsig2.0_MUC4 SMG_mutsig2.0_MYF6_cosmic SMG_mutsig2.0_MYO3A_cosmic SMG_mutsig2.0_NALCN_cosmic SMG_mutsig2.0_NDUFA3_cosmic SMG_mutsig2.0_NF1_cosmic SMG_mutsig2.0_NF2_cosmic SMG_mutsig2.0_NLRP1_cosmic SMG_mutsig2.0_NLRP4_cosmic SMG_mutsig2.0_ONECUT2_cosmic SMG_mutsig2.0_OR10G3_cosmic SMG_mutsig2.0_OR4C45 SMG_mutsig2.0_PBRM1 SMG_mutsig2.0_PDLIM4_cosmic SMG_mutsig2.0_PIK3CA SMG_mutsig2.0_PITPNM3_cosmic SMG_mutsig2.0_PLOD1_cosmic SMG_mutsig2.0_PPM1E_cosmic SMG_mutsig2.0_PRDX5_cosmic SMG_mutsig2.0_PRKAG2_cosmic SMG_mutsig2.0_PRKCD_cosmic SMG_mutsig2.0_PRODH_cosmic SMG_mutsig2.0_PRSS16_cosmic SMG_mutsig2.0_PTCH1_cosmic SMG_mutsig2.0_PTEN SMG_mutsig2.0_PTPRU_cosmic SMG_mutsig2.0_RADIL_cosmic SMG_mutsig2.0_RALB_cosmic SMG_mutsig2.0_RBM10_cosmic SMG_mutsig2.0_RHEB SMG_mutsig2.0_RIN1_cosmic SMG_mutsig2.0_RNF113B_cosmic SMG_mutsig2.0_RNF144A_cosmic SMG_mutsig2.0_SCYL1_cosmic SMG_mutsig2.0_SETD2 SMG_mutsig2.0_SGPP2_cosmic SMG_mutsig2.0_SLC1A7_cosmic SMG_mutsig2.0_SMARCA4_cosmic SMG_mutsig2.0_SPATA13_cosmic SMG_mutsig2.0_STK32C_cosmic SMG_mutsig2.0_STXBP3_cosmic SMG_mutsig2.0_SYNE1_cosmic SMG_mutsig2.0_TCEB1 SMG_mutsig2.0_TMEM47_cosmic SMG_mutsig2.0_TP53 SMG_mutsig2.0_TRIM58_cosmic SMG_mutsig2.0_TSPAN19 SMG_mutsig2.0_TTBK2_cosmic SMG_mutsig2.0_VCL_cosmic SMG_mutsig2.0_VHL SMG_mutsig2.0_ZFYVE26_cosmic SMG_mutsig2.0_ZNF521_cosmic SMG_mutsig2.0_ZNF532_cosmic SMG_mutsig2.0_ZNF569_cosmic SMG_mutsig2.0_ZNHIT1_cosmic SMG_mutsig.CV_BAP1 SMG_mutsig.2CV_ACAP1_cosmic SMG_mutsig.2CV_ADAM28_cosmic SMG_mutsig.2CV_ADCY8_cosmic SMG_mutsig.2CV_ALS2_cosmic SMG_mutsig.2CV_ARAP3 SMG_mutsig.2CV_ARHGAP20_cosmic SMG_mutsig.2CV_ARHGAP33_cosmic SMG_mutsig.2CV_ARID1A SMG_mutsig.2CV_ATM SMG_mutsig.2CV_ATP7B_cosmic SMG_mutsig.2CV_BAP1 SMG_mutsig.2CV_BCL2L13_cosmic SMG_mutsig.2CV_BCL6_cosmic SMG_mutsig.2CV_BOC_cosmic SMG_mutsig.2CV_C16orf78_cosmic SMG_mutsig.2CV_C1orf65_cosmic SMG_mutsig.2CV_C9orf171_cosmic SMG_mutsig.2CV_CARKD_cosmic SMG_mutsig.2CV_CCDC120 SMG_mutsig.2CV_CCNL1_cosmic SMG_mutsig.2CV_CDKN2A_cosmic SMG_mutsig.2CV_CFP_cosmic SMG_mutsig.2CV_CREBBP_cosmic SMG_mutsig.2CV_CSF1R_cosmic SMG_mutsig.2CV_CXorf23_cosmic SMG_mutsig.2CV_DDX54_cosmic SMG_mutsig.2CV_DPCR1 SMG_mutsig.2CV_DPYSL4_cosmic SMG_mutsig.2CV_EDIL3_cosmic SMG_mutsig.2CV_ENO1_cosmic SMG_mutsig.2CV_F2RL1_cosmic SMG_mutsig.2CV_FAM200A SMG_mutsig.2CV_FEM1C_cosmic SMG_mutsig.2CV_FGFR3 SMG_mutsig.2CV_FRMPD1_cosmic SMG_mutsig.2CV_FZR1_cosmic SMG_mutsig.2CV_GAK_cosmic SMG_mutsig.2CV_GALNT7_cosmic SMG_mutsig.2CV_GGA1_cosmic SMG_mutsig.2CV_GPR61_cosmic SMG_mutsig.2CV_GRM5_cosmic SMG_mutsig.2CV_GSK3A_cosmic SMG_mutsig.2CV_GUSB SMG_mutsig.2CV_GYPA_cosmic SMG_mutsig.2CV_HSPA2_cosmic SMG_mutsig.2CV_HUWE1_cosmic SMG_mutsig.2CV_IMPA2_cosmic SMG_mutsig.2CV_INPP5E_cosmic SMG_mutsig.2CV_ITPR2_cosmic SMG_mutsig.2CV_KCNK1_cosmic SMG_mutsig.2CV_KDM5C SMG_mutsig.2CV_KDM6A_cosmic SMG_mutsig.2CV_KIF16B_cosmic SMG_mutsig.2CV_KLK10_cosmic SMG_mutsig.2CV_KLK2_cosmic SMG_mutsig.2CV_LIG3_cosmic SMG_mutsig.2CV_LRBA_cosmic SMG_mutsig.2CV_MAP2_cosmic SMG_mutsig.2CV_MAP3K10_cosmic SMG_mutsig.2CV_MST1_cosmic SMG_mutsig.2CV_MTMR8_cosmic SMG_mutsig.2CV_MTOR SMG_mutsig.2CV_MYF6_cosmic SMG_mutsig.2CV_MYO3A_cosmic SMG_mutsig.2CV_NALCN_cosmic SMG_mutsig.2CV_NDUFA3_cosmic SMG_mutsig.2CV_NEFH SMG_mutsig.2CV_NF1_cosmic SMG_mutsig.2CV_NF2_cosmic SMG_mutsig.2CV_NLRP1_cosmic SMG_mutsig.2CV_NLRP4_cosmic SMG_mutsig.2CV_ONECUT2_cosmic SMG_mutsig.2CV_OR10G3_cosmic SMG_mutsig.2CV_PBRM1 SMG_mutsig.2CV_PCK1 SMG_mutsig.2CV_PDLIM4_cosmic SMG_mutsig.2CV_PIK3CA SMG_mutsig.2CV_PITPNM3_cosmic SMG_mutsig.2CV_PLOD1_cosmic SMG_mutsig.2CV_PPM1E_cosmic SMG_mutsig.2CV_PRDX5_cosmic SMG_mutsig.2CV_PRKAG2_cosmic SMG_mutsig.2CV_PRKCD_cosmic SMG_mutsig.2CV_PRODH_cosmic SMG_mutsig.2CV_PRSS16_cosmic SMG_mutsig.2CV_PTCH1 SMG_mutsig.2CV_PTEN SMG_mutsig.2CV_PTPRU_cosmic SMG_mutsig.2CV_RADIL_cosmic SMG_mutsig.2CV_RALB_cosmic SMG_mutsig.2CV_RBM10_cosmic SMG_mutsig.2CV_RBMX SMG_mutsig.2CV_RIN1_cosmic SMG_mutsig.2CV_RNF113B_cosmic SMG_mutsig.2CV_RNF144A_cosmic SMG_mutsig.2CV_SCYL1_cosmic SMG_mutsig.2CV_SETD2 SMG_mutsig.2CV_SGPP2_cosmic SMG_mutsig.2CV_SLC1A7_cosmic SMG_mutsig.2CV_SMARCA4_cosmic SMG_mutsig.2CV_SPATA13_cosmic SMG_mutsig.2CV_STK32C_cosmic SMG_mutsig.2CV_STXBP3_cosmic SMG_mutsig.2CV_SYNE1_cosmic SMG_mutsig.2CV_TMEM47_cosmic SMG_mutsig.2CV_TP53 SMG_mutsig.2CV_TRIM58_cosmic SMG_mutsig.2CV_TTBK2_cosmic SMG_mutsig.2CV_VCL_cosmic SMG_mutsig.2CV_VHL SMG_mutsig.2CV_ZFYVE26_cosmic SMG_mutsig.2CV_ZNF521_cosmic SMG_mutsig.2CV_ZNF532_cosmic SMG_mutsig.2CV_ZNF569_cosmic SMG_mutsig.2CV_ZNHIT1_cosmic rate_non rate_sil SMG_ACAP1_mRNA SMG_ADAM28_mRNA SMG_ADCY8_mRNA SMG_ALS2_mRNA SMG_ARAP3_mRNA SMG_ARHGAP20_mRNA SMG_ARHGAP33_mRNA SMG_ARID1A_mRNA SMG_ATM_mRNA SMG_ATP7B_mRNA SMG_BAP1_mRNA SMG_BCL2L13_mRNA SMG_BCL6_mRNA SMG_BOC_mRNA SMG_C9orf171_mRNA SMG_CARKD_mRNA SMG_CCDC120_mRNA SMG_CCNL1_mRNA SMG_CDKN2A_mRNA SMG_CFP_mRNA SMG_CREBBP_mRNA SMG_CSF1R_mRNA SMG_CXorf23_mRNA SMG_DDX54_mRNA SMG_DPCR1_mRNA SMG_DPYSL4_mRNA SMG_EDIL3_mRNA SMG_ENO1_mRNA SMG_F2RL1_mRNA SMG_FAM200A_mRNA SMG_FEM1C_mRNA SMG_FGFR3_mRNA SMG_FRMPD1_mRNA SMG_FZR1_mRNA SMG_GAK_mRNA SMG_GALNT7_mRNA SMG_GGA1_mRNA SMG_GPR61_mRNA SMG_GRM5_mRNA SMG_GSK3A_mRNA SMG_GUSB_mRNA SMG_GYPA_mRNA SMG_HGC6.3_mRNA SMG_HSPA2_mRNA SMG_HUWE1_mRNA SMG_IMPA2_mRNA SMG_INPP5E_mRNA SMG_ITPR2_mRNA SMG_KCNK1_mRNA SMG_KDM5C_mRNA SMG_KDM6A_mRNA SMG_KIF16B_mRNA SMG_KLK10_mRNA SMG_KLK2_mRNA SMG_LIG3_mRNA SMG_LRBA_mRNA SMG_MAP2_mRNA SMG_MAP3K10_mRNA SMG_MST1_mRNA SMG_MTMR8_mRNA SMG_MTOR_mRNA SMG_MUC4_mRNA SMG_MYO3A_mRNA SMG_NALCN_mRNA SMG_NDUFA3_mRNA SMG_NEFH_mRNA SMG_NF1_mRNA SMG_NF2_mRNA SMG_NLRP1_mRNA SMG_NLRP4_mRNA SMG_ONECUT2_mRNA SMG_PBRM1_mRNA SMG_PCK1_mRNA SMG_PDLIM4_mRNA SMG_PIK3CA_mRNA SMG_PITPNM3_mRNA SMG_PLOD1_mRNA SMG_PPM1E_mRNA SMG_PRDX5_mRNA SMG_PRKAG2_mRNA SMG_PRKCD_mRNA SMG_PRODH_mRNA SMG_PRSS16_mRNA SMG_PTCH1_mRNA SMG_PTEN_mRNA SMG_PTPRU_mRNA SMG_RADIL_mRNA SMG_RALB_mRNA SMG_RBM10_mRNA SMG_RBMX_mRNA SMG_RHEB_mRNA SMG_RIN1_mRNA SMG_RNF113B_mRNA SMG_RNF144A_mRNA SMG_SCYL1_mRNA SMG_SETD2_mRNA SMG_SGPP2_mRNA SMG_SLC1A7_mRNA SMG_SMARCA4_mRNA SMG_SPATA13_mRNA SMG_STK32C_mRNA SMG_STXBP3_mRNA SMG_SYNE1_mRNA SMG_TCEB1_mRNA SMG_TMEM47_mRNA SMG_TP53_mRNA SMG_TRIM58_mRNA SMG_TSPAN19_mRNA SMG_TTBK2_mRNA SMG_VCL_mRNA SMG_VHL_mRNA SMG_ZFYVE26_mRNA SMG_ZNF521_mRNA SMG_ZNF532_mRNA SMG_ZNF569_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_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_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-6D-AA2E 68 0 NA 267 kidney stage i t1b nx mx 16-10-2014 female 2013 NA yes NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 387.9.0 NA NA 2 2 NA NA 1 1 1 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.3675248 6.6492964 0.1100959 9.8641896 8.5426790 3.9174890 7.3437569 10.3473471 10.2290782 8.1352768 11.0952675 10.8406073 8.5195281 7.5110165 -0.8897704 10.7768049 7.5489290 12.0581392 4.6647274 5.1545306 10.9186991 11.0364331 8.2342584 10.7635958 3.9174890 -0.8897704 5.0643354 14.7397499 8.6531690 7.3909075 9.6685578 10.4167685 4.8914970 9.8044950 11.0827580 7.8448470 10.2042148 5.7539922 5.4676903 10.5868833 11.0614218 4.2800655 -0.8897704 10.3116484 12.0605108 13.3823295 8.7266858 10.8873924 10.1331984 11.2522442 9.2381315 8.3171516 0.6951030 -0.8897704 8.3244565 10.2987260 8.6837842 8.9158809 8.5675181 3.0170311 10.2355506 3.3580586 1.6951030 3.7539895 10.2769279 2.4320775 10.7458552 10.2579780 8.1922864 0.6951030 3.1975981 9.6258370 8.3651658 5.6492964 8.3628026 5.3580657 12.0353206 5.6485201 12.7376710 8.8140405 8.9509151 10.5598016 5.6951002 8.3122608 11.1255522 7.3769233 3.1975981 10.6570316 10.1227616 11.3404578 10.3891672 5.0170266 NA 9.1815995 11.1129591 10.5598016 7.3955393 4.0643310 11.3137910 8.3556898 7.4895156 10.2763002 10.3669356 9.3604356 10.4410540 9.0260165 3.1101293 -0.8897704 5.8380567 11.3350432 9.1297279 9.8600065 5.7966367 9.3909080 6.8516041 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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.49.0 1 1 3 NA 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 6.85725947 8.19965223 NA 9.25447594 8.37183283 2.75034924 7.50523198 10.23043577 11.80541842 9.26300905 9.83372170 11.18144039 10.86528818 8.51751035 NA 9.76586687 6.66461510 9.76071130 6.04990517 5.52563982 10.62874927 10.77356585 8.27149197 9.18945618 1.63487202 -0.95009048 10.83249369 16.40146533 10.12002580 7.70811618 10.11464773 9.54775673 3.75034924 9.27511230 9.91949875 9.09293231 10.36108558 0.04990952 0.04990952 10.72894512 11.06462280 NA NA 7.12136774 11.86508805 12.36080166 6.90165374 8.88753289 9.44436766 10.43899847 8.85080474 9.31082451 NA NA 9.04990490 10.54376033 8.86688851 7.64609496 9.58615205 4.29782970 9.68652959 5.15842994 9.01713105 -0.95009048 8.86528818 4.09429520 10.77527117 10.68788819 8.22233220 NA NA 8.42276996 9.35938126 4.25935535 8.77100409 4.72232940 12.51304608 2.15422674 11.74273831 10.12002580 9.01280078 11.43306919 8.56165759 7.19456284 12.31756945 7.38975522 1.63487202 11.61762334 9.65260373 11.97990298 10.31610580 6.98064229 NA 8.95529188 11.00915343 9.79137195 8.61976036 3.04990952 10.47249539 8.09702869 6.07227305 10.44383154 10.69826250 9.75726399 11.05060917 9.92795584 3.13737236 1.04990952 6.77100475 10.78588399 8.56560479 8.82798189 5.90788571 10.10586517 4.44222031 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 0.000 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 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 16-10-2014 male 2005 1436 NA NA kidney clear cell renal carcinoma yes NA NA NA NA 32.49.0 1 1 1 NA NA NA 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 7.359488 8.170293 NA 9.092418 9.995910 4.920065 8.017779 10.703808 11.194497 8.746037 9.956489 10.636807 10.397272 8.902195 -1.124377 9.824039 7.544556 10.367525 5.941761 7.310300 11.155573 11.045284 7.976334 9.856868 NA -1.124377 9.428341 15.883619 10.352418 7.371527 10.321721 10.034282 4.004951 9.655391 10.109292 8.125970 9.626379 NA 4.683028 10.612919 10.640543 4.941759 3.829870 6.650459 12.213294 12.143629 7.994613 9.217746 8.471862 10.586909 8.841456 8.937718 NA NA 8.343277 10.472328 9.016502 7.479298 8.475585 3.123600 9.742951 5.864357 8.252883 3.460638 8.857239 4.045600 10.659489 9.807887 9.149467 NA 2.576111 9.196472 11.804005 5.475584 8.981580 4.806412 11.696848 3.942195 11.015863 9.570648 9.591634 8.412890 8.156443 7.881296 11.240080 9.209945 3.920065 11.757742 9.860090 12.137032 10.063642 6.519528 NA 8.951151 10.680610 9.868610 9.001085 3.197598 10.532544 8.228819 4.657034 10.526724 11.174594 8.850086 11.107493 9.909095 3.267985 NA 6.708562 11.619454 8.801968 9.393341 8.172588 10.111686 7.460634 9.739858 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 -0.51 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 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 16-10-2014 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 32.49.0 2 2 2 NA 2 2 3 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1.976776e-06 7.629662e-07 6.5693240 8.1426238 6.7706546 9.4896268 10.6092764 5.6571970 7.5482624 11.3571322 11.2103900 9.0791853 10.3073349 10.0012508 10.7279767 8.8884620 NA 10.1273197 7.7827277 10.5810377 6.4532657 6.0255848 11.3694427 11.3604085 8.4361702 10.3436619 0.4607950 2.1977711 10.7236777 16.0408719 10.2831051 6.7645810 10.1664323 9.0925833 5.1612387 9.8322134 10.5051940 8.4813167 9.7423435 -0.1242199 4.3993967 10.5097408 10.4261032 0.4607950 -1.1240627 9.2022669 12.7807541 12.5588319 8.3935067 10.0877256 8.4342579 11.9109801 9.8466622 8.6456750 NA NA 8.9432717 10.7007961 10.8383719 7.9174962 6.9843615 2.7701736 10.6164614 3.8758390 6.5482624 5.9526527 8.7961902 4.3020997 11.5135943 10.0388580 9.7221113 NA 3.6307200 10.1064583 6.5411725 6.0255848 9.1773336 6.2595418 13.3499869 5.0417511 11.0060861 8.7676210 8.6928209 9.5614621 8.4246593 8.8271220 10.9140705 9.6323936 4.6831911 11.3128091 9.8574046 11.7980500 9.8293064 7.0357086 1.1977396 8.9659496 10.8830223 10.1813291 7.2156873 3.1977711 11.3408935 9.4544270 7.4720271 9.7213274 11.1190113 9.5736737 10.7477425 9.9646256 5.8531174 NA 7.8645217 12.1797607 8.9830543 10.0687466 9.5969364 11.2478862 7.2724422 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 0.752 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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA NA NA 32.49.0 2 2 1 NA 3 2 3 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 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 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 1.525932e-06 4.161634e-07 7.0523832871 8.1806307545 NA 8.8070025781 9.4959103758 5.1572256529 6.6918830718 11.0179939157 11.1046627627 9.2182752739 9.9515203359 10.7269396671 10.0133461249 8.3045023717 NA 9.9799085851 7.2518090216 9.7891679529 4.8420234212 5.2612487175 11.1721068672 11.9203297781 7.7149673716 10.6095739012 1.5856836680 3.5032215078 11.4206817135 15.8870611385 10.2186792283 7.2231135886 9.9324439111 8.8975584007 2.3226492621 9.4185741038 10.2772336904 9.1739821310 9.6385539314 -1.5842413335 6.1368578552 10.4453913050 10.5749996952 2.4157586665 -1.5842413335 7.2612487175 12.6350788313 11.5729480589 7.7622730642 10.5431085943 8.8378237480 10.7719358271 8.9373594005 9.2012113798 NA NA 8.7286419619 10.9948392038 8.8357191601 7.1572256529 7.4899001293 3.3699549769 10.1424029709 4.1161983847 7.6517735758 4.4601527859 8.2231140714 4.3699549769 11.3575402937 10.3420549948 8.6264303754 NA 2.3226492621 9.9818131327 8.7766060797 4.3930385900 9.5768909273 5.2984017159 12.7091588325 3.0257552761 11.0679317561 9.2391263840 8.9607233889 9.4164633578 9.0054100938 8.2706275169 11.2140283059 9.1847702355 2.2231135886 11.5347000796 9.7583892983 11.5597799181 9.7666981793 6.7149666849 0.0007211672 8.3361119684 10.6452448366 10.7581115098 7.9096147158 6.1705800767 11.0853084620 9.6457434426 6.2922756131 9.8990709237 11.3950055860 8.8566281454 10.6675372784 10.3819039042 5.2101745329 -1.5842413335 7.8378240633 11.5678854120 8.2438956266 9.4388203320 7.4381264796 10.8480399551 7.2768455725 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 0.149 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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american NA 32.49.0 3 3 2 NA 4 3 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 4.7322366 7.1195647 0.6236796 10.5500056 8.4358869 4.5779061 7.0831410 10.7705964 11.0079537 8.6405179 10.7552451 11.0460373 7.7632608 7.2310397 -1.3763204 10.1019737 7.6152316 10.6013473 4.0499705 3.9812590 11.4414927 10.6543767 9.6293342 10.3860086 4.7111700 2.5305952 7.5981240 13.4923875 8.4246093 7.7886165 10.2845968 9.2208310 5.3516283 9.3276133 10.6464242 8.9511387 10.0943684 4.9987506 4.3785949 10.3499277 10.5257078 1.4310880 NA 10.4278407 12.9888017 12.7594189 8.6721965 12.4213711 10.0785230 10.9348903 9.1014678 11.1357093 -0.3763204 3.0160327 9.6391247 11.1987761 7.6293340 7.5485222 8.1034898 3.4310613 10.1888117 3.0831453 3.9812590 3.4816864 8.9557461 1.9456452 12.5155882 9.8734157 7.9183302 NA 2.7936254 10.9557462 8.6251178 4.6460762 9.4017868 4.6897967 10.4238006 6.2617113 11.6884524 8.8380287 9.2105493 10.8045512 5.4816897 8.3014294 11.4424915 7.8787382 2.7111645 10.4890563 9.8555308 11.8813921 11.5063527 4.9456358 -0.3763204 8.9624461 10.5689120 11.3742073 7.6817015 2.7936254 11.3097724 10.0890618 6.8135337 9.6769567 10.0431431 9.1384236 10.2648582 10.7939476 3.3785949 -1.3763204 8.5170111 11.9494367 9.4446863 10.7011929 5.8810968 9.4326738 6.8477113 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 0.144 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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 32.49.0 2 2 3 NA 5 2 3 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 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.144449e-06 1.387211e-07 6.673002 9.173805 7.199072 9.779574 9.910770 5.853574 8.002605 10.882976 11.078995 9.241845 10.127178 10.419315 10.492671 9.256361 -0.555757 9.560528 6.983343 10.623471 7.466551 5.836502 10.952474 11.562476 7.940039 9.941906 -0.555757 3.029152 8.963820 15.161298 9.428602 7.573467 11.191538 9.044097 4.531650 9.217323 9.986248 8.586291 9.690924 -0.555757 2.029135 10.143756 11.196565 -0.555757 NA 9.311462 12.288105 10.946518 8.058894 10.161860 9.370480 10.758767 8.895395 9.058894 NA NA 8.351074 10.204904 9.246700 7.283388 8.488578 3.431503 10.011189 4.967745 6.936037 4.998773 8.745680 4.251537 10.867300 9.707453 9.455411 NA 4.936035 9.826808 6.911790 9.313006 8.814871 5.374921 12.301971 4.865746 10.803384 10.438537 8.699213 5.870449 6.928000 8.280234 11.083525 10.841324 2.251537 11.403824 10.040374 11.977514 10.159288 7.295933 NA 8.806127 10.184808 10.107742 8.088040 3.444190 10.719726 8.507579 6.398379 9.872544 10.616611 9.233717 10.524335 10.088040 4.144626 NA 7.165283 11.598369 9.220617 9.972638 10.935536 12.094114 8.062569 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 0.215 -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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA NA NA 32.49.0 2 4 3 NA 3 1 1 1 1 2 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7.629662e-07 7.3679974 8.0743706 6.6159253 10.0144278 9.8032215 6.3485458 7.2471433 11.0287577 11.1947709 10.3226095 9.5823168 10.7743546 9.2339518 8.4928574 NA 9.8552636 7.8757923 9.7584737 3.3680000 5.8825721 11.2796037 11.1307357 8.4123920 10.2170767 2.7305747 1.7305747 9.4263761 15.0095496 10.1352364 7.7001942 10.4577320 9.8814433 3.4675273 9.3871913 10.6009325 9.5199202 9.9534969 NA -1.4394807 10.3358415 10.8629961 -1.4394807 2.4675403 8.4139524 12.7683435 11.3526196 7.9291495 10.5546426 7.0998012 11.0087591 9.0968901 9.2410024 0.5606171 NA 8.8344385 11.3863967 10.2343935 7.4279212 8.2295278 3.9181954 10.5895849 2.2610794 8.2383627 6.8460444 8.7882586 3.9869115 11.4832272 10.9201179 9.4077001 -0.4392850 3.6481088 10.2671389 7.7380625 9.4645247 8.9679107 6.5885482 11.2838771 3.8221693 11.1005286 9.6064024 9.4100478 10.4221174 8.3982708 9.0149422 11.2576104 9.3887793 3.8460419 11.0792960 9.9329638 11.8856671 10.0920242 7.3998470 NA 9.1771918 10.7661582 10.6304282 9.5457732 4.9700345 11.1101868 9.3904846 6.3998461 9.9099240 11.7431923 8.7700963 11.5080971 10.6274047 4.4634394 -1.4394807 8.3288270 12.4647129 8.8414137 9.8915597 9.6665514 10.6808807 7.2645468 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 0.000 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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 32.49.0 2 2 3 NA 3 1 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.838055e-06 5.202042e-07 7.124135 8.112878 6.789065 9.389658 7.332577 4.760498 7.289901 11.163082 10.790538 8.577437 10.052787 10.844277 10.737776 7.477121 NA 9.082424 8.322840 9.792009 6.608493 3.957942 11.144546 11.754925 7.548486 11.192273 2.619131 7.821696 6.770082 16.751612 10.951901 6.915381 10.806929 8.549877 4.485871 9.495296 10.855577 9.456490 9.950584 NA 1.116631 10.389270 10.616154 NA NA 8.240761 12.739683 9.788476 7.035503 10.316312 8.578801 9.602469 9.069866 8.406659 1.116631 NA 8.811288 10.899365 7.299862 7.779605 9.794947 3.389663 10.636604 3.660963 7.984948 8.247639 8.634965 4.175533 10.988802 11.409920 8.137157 NA 3.991109 9.092965 9.617150 6.239037 8.870414 5.681424 13.270509 5.452566 11.583736 10.082905 9.308933 8.843426 8.854732 6.919695 10.716862 11.176885 2.923986 11.738692 9.683328 11.229079 10.733495 8.053278 -1.468332 7.225164 10.928970 9.943188 9.549182 2.619131 11.096541 8.507525 7.664254 9.672507 10.938148 9.996223 12.044665 10.149604 2.923986 3.531681 7.584245 10.457603 8.080499 9.362193 9.104378 9.528857 4.313035 10.496379 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 0.000 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 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 16-10-2014 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 32.49.0 1 5 1 NA 1 2 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.150177e-06 7.282859e-07 6.78676885 8.12890014 -1.49858633 9.74096465 9.88074460 5.34685763 7.94430972 11.10591937 11.85465087 9.22843584 10.17113701 10.76698119 10.80086044 8.75993211 NA 9.51538663 7.34998886 10.78329622 5.44388177 6.25625399 11.49040582 10.63803690 8.63579247 10.02580012 0.82326023 3.54575837 9.30226604 15.89448844 9.66186786 7.44094556 10.95154642 10.44497986 5.85009430 9.77807220 10.57115155 7.75875422 9.94948241 0.82326023 3.67129337 10.26872304 10.23310949 1.50136271 NA 6.64602437 12.87640559 12.05475546 8.08820574 10.32831185 7.72536762 11.72476460 10.12524762 9.37096001 0.08637617 NA 8.68748032 10.51154453 9.52026174 7.28272613 8.26457865 2.50675426 9.99422076 5.96079664 8.37481041 1.08630822 8.43505680 3.40826350 11.49129279 9.52858109 9.48079141 NA 3.78676362 9.83787278 14.28492718 5.53478999 9.78503341 6.22928605 11.87749155 4.22928797 11.21732815 9.74741795 8.72295333 10.33820555 6.37173135 8.35623450 11.24346505 10.53547728 3.40826350 11.63707544 9.89368362 12.20397178 9.39239041 5.83228244 -1.49858633 8.80856686 10.45844640 10.37941703 8.42320711 2.30871035 10.73258737 10.25452436 6.31514775 10.09101733 11.27491751 8.81084248 11.47989791 9.45991886 3.82329080 NA 8.44534599 11.54661390 7.96693279 10.34410934 7.71568543 11.03761339 7.67129125 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 -0.139 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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 32.49.0 1 6 1 NA 4 2 2 2 2 3 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.317851e-06 4.855239e-07 6.65495675 8.49878938 4.70839695 9.59769299 9.62139458 5.57089397 9.19616341 11.01847214 11.65962817 9.47103521 10.14560002 10.69976364 9.57179435 8.55091836 -0.07293793 9.89498339 7.41085241 9.68941868 4.59946063 6.06658866 11.51082468 11.32524597 8.44863711 10.56073587 0.92706207 4.01449813 8.60122889 15.55891006 10.19206566 7.86955128 9.81425736 10.03621442 5.80967939 9.63094035 10.43928341 8.56184773 10.05696361 NA 6.86367461 10.24218626 11.30478954 3.45060423 2.51199927 7.08690793 12.79344635 12.28045926 8.16544168 9.82412581 8.10196254 10.85814360 8.91003045 9.16782806 NA NA 8.52322633 11.10414478 9.22967564 7.87248035 8.88703871 2.73439531 10.17615021 6.55639263 9.24670878 5.33642622 8.32364163 5.79740214 11.32658167 10.00518760 9.27133253 NA 2.09697021 9.21935829 11.82544917 6.23081784 8.73760835 5.36997940 12.05728553 1.63189586 11.03686738 10.26966706 8.64642550 10.14681023 8.27133276 9.85407390 11.18147487 10.81311435 4.01449813 11.44716430 10.14074850 12.28692353 9.44961832 6.47393137 NA 8.75992679 10.69502667 10.27465805 8.68025332 8.61463992 10.78190513 9.76781467 6.02506867 9.68525987 11.74302038 8.67522951 10.60739625 9.93406397 5.01449813 NA 8.28458862 11.59370456 8.25346602 10.37308613 7.06658759 10.94766952 8.11686116 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 0.689 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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 32.49.0 2 2 1 NA 3 1 3 1 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 3.468028e-07 8.01835098 9.50243643 9.95601744 9.59254711 10.23055585 5.80486929 8.71507311 11.31648598 11.73825506 9.01028388 10.40836806 10.65165690 10.88720226 8.87170106 NA 9.86947309 7.53560354 9.88205378 6.85377988 5.50147736 11.59995765 12.38190774 8.28896340 10.42425732 0.94688055 2.11679723 12.34803485 15.86454045 9.63950423 7.57988385 10.03036795 8.59074497 2.94688055 9.53560335 10.45666366 8.73479124 9.88352658 NA 5.82953248 10.14226089 10.56802479 0.94688055 0.53186800 9.05541314 12.80962287 10.80564675 7.96090898 10.63688667 7.96647950 10.21015785 9.24952759 9.23690752 -0.05304461 NA 8.21601535 10.90181195 9.88793630 7.72824843 9.13424071 4.59074572 10.35733998 4.07617426 8.24838493 3.75424616 8.36895339 4.40631897 11.59973366 9.97755584 10.17570735 -1.05319429 1.75424616 10.07165623 7.59434700 5.50147736 9.36051660 5.80486929 12.69612961 3.94688990 10.81532541 10.04689385 9.23805931 7.64037582 8.46848924 8.85828070 11.49931763 11.00758461 3.53185552 11.12835153 9.93344178 11.93823333 9.15877705 8.05279734 -0.05304461 9.13794789 10.58577707 10.63251352 7.03435109 4.30443803 10.89744458 9.42363489 6.60538618 9.89817343 11.84246396 8.54680149 10.96369693 9.87392590 4.43873863 NA 8.34776796 11.87374058 8.89671536 10.57351030 8.54307823 12.01633843 7.83258499 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 -0.543 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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 32.49.0 1 1 1 NA 4 2 2 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.3321037 8.1037001 NA 9.4171711 9.6695948 5.0533373 7.7665687 10.8305482 11.0023770 9.2599136 10.2524918 10.7065772 9.4678989 8.0740676 NA 9.9713205 7.4693227 9.3538453 6.8928718 6.0833942 10.9533766 11.3030609 7.7572760 10.4587338 1.0684645 3.1273361 9.5636318 15.6293729 9.9952332 7.9531220 10.0143745 8.6621453 3.3414592 9.4714549 10.1394584 8.8244433 9.8682642 NA 5.4721661 10.2944537 10.4636201 1.9429086 4.8410321 7.7098930 12.5521748 11.1730418 8.1182917 10.0651518 8.1000294 10.8888879 9.0495347 9.0778051 -0.5164293 NA 8.5401183 11.1990135 9.2215729 7.5629651 6.9055459 4.7549409 10.3733647 7.2114007 9.1073620 2.8757997 8.6843790 3.7688830 11.0547591 10.4060649 9.0580740 NA 0.4834676 9.8800853 10.4855923 5.8671848 8.8896856 6.3476674 12.2326167 3.7363343 11.2855929 9.6170852 8.9295301 11.8083642 8.2664788 8.8639415 11.1488164 8.5616312 2.6534040 11.2948552 10.0519118 11.7113972 9.6281387 6.6127638 NA 7.9932554 10.7347913 10.2287347 8.6050139 6.4661311 11.1320628 9.8880899 6.3324788 9.8160766 12.3210099 9.1908395 10.7980637 9.9818311 4.3135869 3.2908372 8.3948725 11.4123689 8.4834805 9.6596536 7.3036593 10.7212880 7.7122993 10.1532514 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 -0.489 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 10.146594 11.693391 13.429610 10.028928 9.476419 11.901465 2.805416 2.875800 7.116476 5.366123 12.351338 8.231002 7.261558 6.458756 8.627680 9.038069 10.937523 6.105531 10.895521 7.411258 8.372224 8.864645 9.565902 8.141692 7.303659 10.833867 13.335473 10.202013 10.515526 -1.516636 9.106448 8.211401 10.403089 10.222839 12.058311 8.961239 9.822774 8.111015 9.534689 7.527875 7.497501 9.033265 6.341461 3.805406 9.462191 10.111014 12.781328 9.782689 13.067738 7.154456 7.886492 10.610185 15.938760 11.794519 13.641854 11.291238 1.653427 10.837730 9.040944 10.855257 9.247523 8.889686 10.164280 9.569617 10.996221 11.371080 4.731406 5.038067 13.574439 11.477127 9.482071 6.183921 9.161200 NA 11.404578 NA 12.679083 11.653859 11.063032 10.830548 10.252492 6.805409 8.503071 9.345343 9.146149 6.892872 12.576357 2.390365 14.233455 12.774507 8.558960 9.652071 9.899222 3.341459 0.805375 9.170856 7.798630 8.941887 10.065623 11.042619 11.841170 10.359614 1.483468 9.621112 5.328969 8.927460 11.502724 10.035189 2.183931 10.094044 10.025061 7.610185 9.880085 3.238374 11.148816 11.543501 NA 12.669285 11.657314 10.434036 10.228735 7.907647 10.018756 10.331712 11.863785 9.896479 TCGA-A3-3325 52 0 NA 751 kidney stage i t1a nx m0 16-10-2014 male 2006 751 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.49.0 1 6 3 NA NA NA 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 7.47084431 9.16054763 1.09578942 9.19646738 9.85860225 5.53874921 8.06014577 10.86997432 11.11938607 9.52206968 10.38467098 10.19876485 10.26196808 8.23791213 -0.90427808 10.05870099 7.97078637 11.02228624 5.47950867 6.60359964 11.12146365 12.00278946 8.73333536 10.49915785 1.41775802 0.09585692 10.96385577 16.23787710 10.14939148 7.41095414 9.73016220 9.26635601 2.48812935 9.82074508 10.22024941 8.06303099 9.89387167 NA 3.87716509 10.75669225 11.17928431 4.66565995 5.62718657 7.09861957 12.12267414 12.64528882 8.30525830 9.48973158 8.43787980 10.86626239 8.88452313 9.09439549 4.68076880 NA 8.70313532 10.24840675 8.88615351 7.68451931 8.98073853 2.65958211 9.62864785 6.20954694 7.95223046 4.07308328 8.59863691 4.00269352 10.69036279 9.77176197 9.35378200 1.41775802 0.09585692 9.19186117 8.88043973 5.55523638 8.44121039 6.46212759 12.29999399 2.85602955 11.39915763 9.81390959 9.38639991 8.38697558 9.06303126 8.53563581 10.69780778 9.82882021 3.95378671 11.21685272 9.92394143 12.40158173 9.89427680 7.54907537 -0.90427808 8.88043973 10.53964981 9.71922931 7.71051511 3.40396299 10.75066470 8.86646881 6.25567634 10.01838937 10.58740756 9.05508256 11.13695069 10.70082141 4.17965436 NA 6.66945203 11.52730257 8.30525830 9.62034667 7.70682959 11.13489538 6.98150107 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 0.270 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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 32.49.0 1 1 1 NA 4 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.005728e-06 6.242451e-07 8.589383 8.882934 8.264024 9.054101 10.100525 3.679063 9.066464 11.257030 11.186856 8.916101 10.382471 10.496502 10.791315 9.493758 NA 10.189119 7.969739 9.920194 4.041628 7.659609 11.511047 11.513758 8.016365 10.546640 -0.128314 NA 8.297971 16.281711 10.245659 7.515563 9.873115 9.297971 4.041628 9.837491 10.664497 7.754350 10.100525 -0.128314 4.626597 10.343382 10.787586 1.871725 -0.128314 6.410865 12.571062 11.832433 8.572146 9.133801 7.959170 11.035356 9.013814 8.998411 NA NA 8.198136 10.505610 8.558207 7.486417 8.490092 2.456675 9.917466 4.778598 8.391343 -0.128314 8.717197 4.395268 10.754350 10.075055 9.718764 NA -0.128314 9.341348 9.522758 4.456668 8.619899 6.138493 11.848987 3.456675 11.291667 9.973682 9.771064 10.251085 6.347441 8.297971 11.054101 9.229259 3.331132 11.499240 10.225956 11.969739 8.790570 6.653066 -0.128314 8.464164 10.664180 10.031578 8.110112 5.331139 11.081769 9.131450 6.061532 9.854700 11.704201 8.666122 10.504702 10.397227 4.395268 -0.128314 6.905129 11.047256 8.896846 10.252168 8.355522 10.953190 7.579065 10.126735 0.00848820 0.00680440 0.00388540 -0.01290700 0.51608000 -0.00920330 -0.00747200 -0.01113000 0.00619430 0.00619430 0.00619430 -0.01806800 0.01251600 0.01251600 -0.01009200 -0.00221680 -0.55933000 -0.52685000 0.00388540 0.00388540 0.00388540 -0.00636680 0.01332600 -0.00747200 0.01181800 0.01181800 0.00180300 -0.00788630 -0.00013862 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.49.0 3 7 NA NA NA NA 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 3.7040198 2.6336404 NA 8.4728395 7.0121474 2.7040309 7.0430273 10.1489415 9.5495152 9.8479550 11.5484694 12.2344779 9.3361548 6.8430894 NA 11.8111800 8.0649243 10.0922475 3.7379679 4.7210992 10.7818582 7.3423752 7.8372287 10.5906973 NA -0.6882644 5.3885236 14.0279377 6.7793136 8.8274075 9.1509115 -0.6882644 3.3117065 10.0285272 11.4251244 8.8342893 10.9485589 -1.6882644 4.4614565 11.0054125 10.0582220 NA -1.6882644 6.8547400 12.3891076 12.4985184 8.6659573 12.2946122 7.8450377 10.8910237 9.1350749 10.0636701 NA 2.9555732 9.1912910 10.8779996 5.1190615 7.6582215 7.9428845 3.2185952 9.5332949 6.2305700 NA NA 10.4700018 0.3117356 11.2533056 10.5159732 5.5878330 NA 2.0121396 9.7884539 13.9283714 8.4841353 9.5590419 6.5064639 9.8120516 7.7846826 12.8395512 12.0205761 12.1882247 -1.6882644 8.2260928 9.0790644 9.5988429 9.0506445 0.6336637 9.7618879 10.4509393 11.8386959 10.8115536 4.7210992 NA 7.6200468 11.2312899 10.7798226 8.6017266 -1.6882644 10.9383294 10.1098555 4.4614565 10.5831708 8.2350353 9.7965306 6.8739497 10.2461357 5.5866206 NA 6.9911874 11.0268117 9.5679163 9.7520578 4.4202331 10.2019720 7.6823949 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 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 16-10-2014 male 2007 706 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.49.0 1 1 NA NA 6 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.5132420 8.8700253 -1.3259010 8.9326039 9.4741290 5.3882825 7.5351253 10.5711271 11.1818301 9.7753571 10.0485341 10.4255820 11.2020036 8.6165525 -1.3259010 9.8755494 7.1857902 10.7861517 5.9124439 6.4813926 11.1316754 11.6666224 7.6712176 10.2771358 NA 0.2589410 9.3070332 15.7640263 10.2190025 7.7877805 10.8345398 9.7108985 1.6740538 9.5981082 10.1462212 8.1128299 9.7792917 0.6740086 4.4019581 10.3618510 10.5104829 4.4289263 NA 7.5718838 12.0551753 11.9693765 8.3882834 9.3587866 8.9652088 10.4886204 9.2054194 8.8402010 NA NA 8.5658218 10.6260512 8.3882834 7.8712547 9.6866625 2.5809173 9.7760137 6.6398226 8.2457908 1.8439437 8.8046086 2.5809173 10.5699919 9.7621637 8.4255822 1.8439437 1.4814023 8.9937100 12.9392135 6.3535174 8.8148679 4.9028550 11.8293306 1.9959548 11.5747162 9.7581821 9.1718898 10.5902907 9.0227662 8.6527486 10.7289814 10.1553330 2.9219694 11.4755443 9.9484161 12.3378184 9.8020323 5.7825632 -1.3259010 8.8123099 10.5281545 9.3393739 8.4989968 0.6740086 10.8234676 8.6554910 5.6643122 10.2841401 10.9472508 9.2646251 10.7691053 10.3543975 4.2590012 NA 6.4619410 10.5612586 7.8687948 9.3865650 7.1128294 10.7252470 7.5505552 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 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 16-10-2014 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.49.0 1 5 1 NA 6 2 2 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.1890912 8.8447980 -1.6277165 9.5129370 10.0991768 5.7644258 8.1778510 10.9980443 11.6586650 9.7841478 10.1914880 10.6268406 9.9034887 8.9410133 NA 9.9310062 7.6690232 11.1671322 6.7074972 6.4328024 11.5071752 11.8458130 8.0777397 10.1190624 -1.6277165 0.9570974 9.0897836 15.8266716 10.8697096 7.2820005 10.6096160 9.6111089 6.9831316 9.6990984 10.2619913 8.5668642 9.6476498 NA 7.0655939 10.2093409 10.5988205 0.9570974 NA 7.7772487 12.7304150 11.9614073 8.1419452 10.1207193 9.1093546 11.4101688 9.9872771 9.4000131 NA -1.6277165 8.3422129 11.0610131 9.4858494 7.7814981 7.6176599 3.6940333 10.2065783 6.2175972 8.7263565 0.9570974 8.1017278 4.2789958 11.2209257 9.9386370 9.4871509 NA -0.6279394 9.7449722 11.2797490 5.1402920 9.5407794 5.2547490 12.2308653 3.4252176 11.1108328 9.9151390 8.8897765 8.8799018 8.7612008 9.0760107 10.6572205 9.6330268 3.2300954 11.3002554 9.9391125 11.8934623 9.2797489 6.2362936 -0.6279394 9.0837742 10.5077652 10.2366804 8.7219413 2.5420351 10.8848477 10.0413910 4.9419608 10.0231589 12.3465218 8.7019035 10.9643306 10.0725469 3.7644205 -1.6277165 8.4355023 11.5421888 8.8518874 10.1762382 8.0863528 10.9025136 7.9589470 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 -0.504 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 10.342573 11.386476 12.063633 10.058608 9.931962 11.948828 4.729662 2.542035 7.269952 3.072552 12.218479 8.155531 9.030319 9.060427 8.463648 10.059920 11.854537 7.472770 10.956365 8.179462 8.889777 8.761846 9.283821 8.556983 7.299885 10.535128 14.517860 10.0240559 10.7277336 NA 9.3986306 8.2547504 10.3780826 9.7936461 11.8026904 9.0854937 9.6832878 8.2455513 9.9073825 7.4000136 7.5193123 8.8828714 6.3204738 4.3493865 8.7504022 9.8689610 13.6866551 10.2443974 12.0531260 7.2510781 8.2316422 11.3142551 15.6461486 12.0461891 13.2925531 11.1986557 -0.6279394 10.9199657 9.1344892 10.8017755 9.1435967 9.5407794 9.4897502 9.7830884 11.1265772 11.5694760 2.4595628 6.4595693 13.3330621 11.2629415 9.8769262 7.7052626 10.3454458 NA 11.5968626 NA 12.4840579 11.3024565 11.0638507 10.998044 10.191488 7.337891 7.643571 9.069944 8.785735 6.707497 12.827732 1.831553 13.920478 12.561391 8.705263 9.488308 9.969229 5.831538 -1.627716 9.308745 8.236293 9.345805 10.002333 10.767374 11.826921 10.210129 1.831553 10.047182 8.413766 8.817122 11.788509 10.113153 2.620023 10.037887 8.100028 9.560696 9.744972 5.192285 10.657220 11.440382 NA 12.372371 11.685274 10.047623 10.236680 7.320475 9.963162 11.237454 11.325232 10.931924 TCGA-A3-3335 41 0 NA 665 kidney stage ii t2a n0 m0 16-10-2014 male 2006 665 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.49.0 2 2 1 NA 3 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.1073500 8.5575832 6.2048372 9.2412610 7.9933336 2.4458326 8.0121926 10.1414755 10.8522928 8.9426227 9.9992534 10.9706134 11.3047830 7.5495367 NA 9.9879846 8.0919198 10.0451864 6.6820437 5.1547979 10.3883602 10.2889212 8.5703646 10.4008696 -0.2546336 8.4767251 8.0051490 16.4353903 9.9259368 7.3152619 11.5493352 8.7580306 5.1716712 9.5782959 10.4484444 8.6219229 10.1478851 NA 1.7454095 10.8679104 10.8172034 1.3303863 1.0673634 8.1632587 11.6985111 12.2199992 8.0985527 8.6702186 9.4826533 10.5810617 8.6095921 8.7746932 -0.2546336 -0.2546336 8.7340908 10.7266164 7.9814200 8.0192015 9.9265583 3.7454095 9.4449784 7.2048372 8.8114951 4.9933347 9.6196190 3.1377166 10.6130708 10.1940385 7.9027532 -0.2546336 3.5002922 7.8669395 10.8288853 9.2038127 8.3095555 5.1377248 12.9501299 3.0016581 12.0945489 9.8054263 8.2130114 11.8089696 8.2650421 6.7677740 11.4007131 10.3350571 1.9153297 11.9305911 9.6746644 11.8035668 10.3237786 7.3190534 2.0673289 8.6981473 11.3948014 9.8688807 9.0411748 10.5969325 10.6428733 8.8394838 6.2372597 10.0400266 9.8114951 9.8341942 9.5160699 10.1291103 2.6523029 0.3303289 7.1377238 10.0996554 8.0650779 8.8421212 9.2561702 10.8111586 7.2375398 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 -0.565 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 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 16-10-2014 female 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.49.0 3 7 3 NA 3 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 -0.592 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.49.0 1 1 1 NA NA NA 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 7.9437743 8.1844569 7.9542969 9.0671910 9.5259173 4.5724289 8.8099623 10.7918882 11.1291065 9.3561687 10.1857973 10.7335200 10.8861339 8.9416601 NA 9.9823315 7.2929041 9.8656541 5.8318139 7.2388384 11.3801715 11.7570012 7.8723283 10.3949170 -0.4719288 1.1129670 8.6675835 16.2324560 11.0459476 7.6469734 10.3778283 10.2452802 1.5280211 9.6841153 10.6078503 7.5968107 9.9725295 0.1130337 0.5280712 10.6368833 10.8397805 1.6979517 NA 8.3797812 12.1549960 12.1889195 8.3577548 8.7459899 9.1826682 10.7273978 8.8877817 8.9310442 -1.4719288 NA 8.5280321 10.3183807 8.6391678 7.5252115 8.3593393 3.1718953 9.6637415 6.6726898 8.4288990 0.1130337 8.7203250 3.6573199 10.7824703 10.0123516 9.1427420 -1.4719288 NA 8.8656541 9.8833833 5.6979573 8.7676306 5.0358262 12.3616141 2.1556521 11.4481990 10.1893650 9.2022245 9.8203539 8.5806004 8.9935985 11.2381929 5.9374221 2.3353975 11.5051332 10.0432392 12.1131121 9.6061831 5.5614545 NA 8.3044654 10.8734929 9.8295284 7.8522130 2.5280211 10.8499603 8.9615655 6.3922178 10.2551018 11.1705353 8.9203496 9.7295436 9.9171257 3.5640977 0.5280712 6.9117359 11.0417598 8.5364609 10.0143645 7.0864526 10.7113574 7.4734760 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 0.634 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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 32.49.0 2 2 3 NA 4 3 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 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 8.323268e-07 8.0306103 7.3240860 0.8163130 9.0184150 8.7646583 3.5711792 9.0269624 10.7635629 10.1555844 6.1913297 10.1034264 10.8589765 11.5638548 4.7935734 NA 9.2330888 7.3398536 9.9442856 8.9887188 6.0354590 10.7932133 11.5437862 7.4637500 10.9021984 -0.1837689 6.7291802 11.7648409 17.1261494 10.0929972 7.5132586 10.1057337 6.2675021 1.6236328 10.1798784 10.7646584 9.3813933 10.4429128 -1.1837689 5.0642189 11.0008566 11.6924244 NA 1.4012482 9.6420450 12.0848332 10.9319851 7.9221996 9.6444277 10.3732762 11.3488906 9.1314408 8.7544005 4.2086109 NA 8.5373904 9.2341437 9.0171898 8.4547270 8.2940495 2.5167212 10.1286070 3.8606848 7.0499106 6.6364695 10.0342489 3.4601528 9.5001631 10.3727973 7.5476102 NA 7.4887166 7.8931067 10.1005370 6.6428402 7.4816267 4.1738470 14.5085525 1.9830209 12.0783860 10.2256821 8.9837093 10.5923129 8.0475122 6.7470288 9.3908848 10.0588699 3.3398500 11.2293902 10.7440692 11.9082224 10.6204222 8.1782351 -1.1837689 8.5828202 10.6520455 9.5322532 9.0085841 2.1382247 10.9290565 7.9169537 7.9392742 9.8134707 9.8722515 10.0783861 10.0588699 7.9583984 2.4012482 NA 6.5976504 10.0941598 6.6171912 8.6396583 6.7231817 10.4073460 7.1605875 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 -0.073 -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 -0.073 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 16-10-2014 female 2005 1097 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.48.0 2 4 3 NA 3 3 3 3 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 8.2273599 9.5198013 1.9626601 9.5699872 9.6366529 6.5000914 8.1370275 11.0468747 11.2231844 6.9924036 10.2542112 10.7171732 10.8098882 8.9862573 0.7927721 9.3954307 7.4792322 10.3828509 6.9973026 5.3162942 11.2205684 12.8509773 7.9194360 10.5755540 4.9012579 4.7469308 9.6460413 14.4687715 9.8309650 7.4293565 10.7400035 9.5052588 2.6000794 9.5855222 10.7447450 9.5708090 9.7175443 NA 2.6996183 10.2221386 11.3537811 NA NA 8.9220149 12.5526200 9.5609161 8.1764360 10.6117133 8.8178714 11.7190278 9.9200814 8.9960800 2.9626601 0.3777346 8.5172458 10.5638086 8.3473206 7.9450165 9.1469813 3.8371258 10.0947995 3.3776929 6.5806339 7.5773669 8.5724513 5.4651582 11.2390398 9.6024999 10.2392983 1.1146335 3.4931734 9.8418997 7.4757261 7.1236486 9.2408481 6.9726410 12.4601761 2.3112706 10.9168532 10.0624430 9.9985251 8.7425584 7.5206525 8.6240391 11.2598279 9.6996224 3.9220170 11.3326176 9.9058228 11.6248307 10.3172735 8.3338285 -1.2072279 9.0251529 10.5895137 10.5976695 8.3945026 4.7364209 11.2364524 9.2964980 7.5240511 9.6958606 11.6200745 8.8302788 10.1601466 10.2372291 5.4651582 1.1146335 8.4686888 12.3798061 9.3064593 9.8901056 8.7454730 10.6696325 7.6224545 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 0.298 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 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 16-10-2014 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.48.0 1 6 2 NA 5 2 1 2 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 9.363676e-07 2.080817e-07 6.8389795 7.9611076 -0.3056101 9.4162748 11.2380781 5.8939931 8.4016804 11.1383008 10.6272741 8.4475379 10.6357357 10.3720409 10.0518733 9.2237517 -0.3056101 9.9267422 7.9110672 9.8067608 5.3667453 6.3381766 11.3585463 12.0434642 7.7630995 10.4970477 1.8642555 4.4222397 11.0411119 15.6096288 9.5232510 7.6131846 9.4349453 8.8491392 3.0162467 9.7111295 10.6272741 8.3525326 9.9860676 -0.3056101 6.3878088 10.5133028 10.5272113 1.6943008 NA 7.2100216 12.2974839 11.3777545 8.6191338 9.9889420 7.3947611 11.4846698 9.8673737 9.0812616 -1.3057884 NA 8.6644270 10.2900450 10.2080489 7.6687361 7.4119973 3.0162467 10.1578456 2.7817793 8.0518734 4.6485172 8.5382425 4.5523033 10.7731392 9.6787397 9.9056012 1.2792930 0.2792930 9.8754735 9.0736998 6.5951874 8.8541927 6.1861737 12.4238358 3.5052812 11.1796475 9.4575336 9.1132280 10.7125214 7.7332404 9.0769452 10.8850719 9.9369000 4.5769635 11.5421616 10.1336327 11.8423211 9.3587685 7.8516685 NA 9.1690411 10.8060992 10.4098543 6.7817846 4.9611093 11.0750529 8.9945251 6.2942348 9.8548230 11.6744608 8.7989198 11.7558612 10.4051277 5.2792856 -0.3056101 6.8287471 12.2967882 9.0791050 9.5168921 9.4575336 11.4610572 7.1700542 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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 50.48.0 1 1 1 NA 3 1 2 1 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.5464299 9.8146703 -1.2283679 9.6100590 9.9289900 5.4858873 9.3204650 11.0839588 11.9461007 8.0958237 10.3794357 10.5373435 10.5315312 8.8801676 -1.2283679 10.1042391 7.9390614 10.4114360 5.0384274 5.1810349 11.5751688 12.3597720 8.4316388 10.1769973 0.7716321 1.5789870 10.4824495 15.4173578 10.0725676 7.6202660 10.1434197 9.3386484 1.0935602 9.8050660 10.6702444 8.3879712 10.2140682 -0.2283679 6.2062720 10.2145865 10.6683539 2.4720718 NA 7.7716433 12.8058402 11.5595456 8.4244880 10.3631654 9.1170482 11.1225822 9.4262790 9.2290240 -1.2283679 -1.2283679 8.5902251 11.1502089 9.1455957 7.8983474 8.1873847 4.7940103 10.1628866 6.4226955 9.2912794 2.4720718 8.2433182 5.1979086 11.4168511 9.8663806 10.0685593 1.9415571 1.3565946 9.9521738 8.8723055 6.1894965 9.4528814 7.0337379 11.7242023 2.4440574 10.6657029 9.9390612 9.6596251 9.0969486 8.6905061 9.2010499 11.1553473 8.2000030 3.6296247 11.1313926 9.9264612 12.1003180 9.0396001 6.9315141 0.7716321 8.5012640 10.7449816 10.6516091 8.7772675 2.6454480 11.0263765 10.5804866 6.0004620 9.9896007 12.6671237 8.5248598 11.1542671 10.1126058 3.4155018 -1.2283679 8.4961567 11.2947149 8.7316449 9.9914165 7.7053338 11.4291848 7.1979076 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 -0.497 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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.49.0 1 1 3 NA 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 7.3237700 7.8128082 -0.3836423 9.5496097 9.8111677 4.9621834 8.6842935 11.0307438 11.5510847 9.0806164 10.0440729 10.8855376 10.6813782 7.8420203 NA 10.0894402 7.2770009 10.3093170 6.2457675 7.0510392 11.3211792 10.9139004 8.4754278 10.4560530 -0.3836423 1.4908781 10.4102851 15.9427702 10.1668371 7.6050957 10.4694605 9.3701848 3.9140957 9.5706071 9.9394656 8.1633055 9.9368353 1.0314658 4.4908781 10.3724112 10.8720296 6.3578775 -0.9686048 7.1055901 12.7121376 12.1174187 8.0356690 9.3746342 8.4826595 10.8406136 9.1950980 9.2536395 NA -1.9686048 8.6285698 10.6630802 8.9194307 7.5332853 8.4119096 4.0538151 9.9983143 7.5471483 8.4524612 1.8387905 8.9224726 4.0087289 10.8804625 9.6308963 9.1235449 NA 4.3890023 9.1432363 13.9458335 7.9592265 9.0860526 5.7038731 11.7938304 3.2444000 11.8532224 10.1393193 9.2396828 8.8484320 9.4540389 8.5021074 10.8113729 9.3950356 3.0314481 11.7181677 10.2026253 12.3305848 9.3801766 6.2935434 NA 8.6313612 10.6578259 10.6443169 8.6350749 2.8894346 10.7221012 9.5618548 5.9914493 10.4795647 11.8928261 9.2935431 10.3277911 10.1169208 3.8894249 -0.9686048 7.0342630 11.3632051 8.5879545 10.0486048 7.7266766 10.5150123 7.6516681 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 -0.295 -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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 1 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.323579e-06 8.67007e-07 7.233464375 8.489283614 7.220611462 9.589533367 8.596389930 3.416474970 6.683266950 10.700437377 10.868207157 8.326374205 8.968189271 11.261578884 10.239848145 7.724820095 NA 10.023348790 7.350171897 9.888156160 6.217380020 6.151191124 10.914332731 11.148860339 8.510558478 10.160688296 1.223854985 4.859422969 7.957577443 16.505041439 10.746277239 7.471762993 10.894239205 9.442312593 3.625936734 9.296829734 10.274461905 8.528920543 9.627152277 -1.583376408 1.001441974 10.248183996 10.740661482 0.001441974 NA 7.286846041 12.445250325 10.900800331 7.654885883 9.460875026 8.549622969 10.733328069 8.873861788 8.875912423 NA NA 8.709952615 11.261382780 8.459508260 7.286846041 10.338693602 4.370680433 10.046292828 5.842745066 7.988233632 NA 8.344259063 4.645298164 11.332733608 9.986810949 8.558587934 0.001441974 1.586404475 9.435376484 11.349064781 3.774027963 8.927245222 6.305224547 13.119248829 3.252400520 11.593433189 9.623495257 9.029349351 11.312056174 8.016393801 7.867692027 11.065512468 10.847456108 1.738421981 11.828786106 9.679750140 11.783622600 9.647101846 6.466330198 NA 8.588908356 10.456770632 9.981582979 9.495965723 3.940044563 11.681363302 9.449608006 5.808799470 9.971069715 11.239051777 8.903315801 9.761331654 10.225847167 4.391472168 NA 7.571299100 11.092878814 8.249370910 10.452654527 7.092437916 9.066635212 7.239848622 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 -0.511 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 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 16-10-2014 female 2005 1307 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 1 1 NA NA 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.664654e-06 6.936056e-07 8.2452442 8.8482408 1.1547776 9.2610362 9.3239629 4.8865599 7.3780659 10.5285510 11.1079109 8.7278599 9.9639476 10.5908703 10.3544260 8.4414764 NA 9.7391794 7.4741034 10.4460889 6.3015950 6.9361138 11.2344289 11.8011838 7.9039047 10.3056797 2.0478524 -1.6524477 10.5403080 15.8073106 9.8281890 7.7115335 10.1960217 9.9482409 3.4766798 9.5409241 10.2550406 8.5421555 9.9115482 -0.6526745 4.3246810 10.2353809 10.6797151 3.2053769 4.1287553 7.3753045 12.1079108 11.5914653 8.1287584 9.9034258 8.4663400 11.3706334 9.8689992 9.1643823 0.6692989 NA 8.6071420 10.5399998 8.8532104 7.2542898 7.5858038 4.2781335 9.8586573 5.3917918 7.4869500 5.7224387 9.3360834 4.4971461 10.8497333 9.6112548 9.3008678 -0.6526745 2.4348550 9.4990496 9.8773173 5.4766830 8.9867394 5.1155826 12.0849630 2.2231754 11.7201278 9.5384580 9.1850268 9.3015952 9.2262161 7.4559231 10.9705944 9.3495106 2.5953366 11.5577657 9.5965122 12.1621815 9.9588847 6.9134531 NA 8.1369322 10.6921441 9.7300227 8.3904261 3.7397185 10.6947433 9.4328315 6.3732027 9.8180577 11.0964301 9.6270094 10.9535726 9.8037532 4.6471591 -1.6524477 7.6827889 10.5182628 8.4624426 9.9917058 7.9361132 10.4891867 6.0955911 10.5034818 -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 0.274 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 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 16-10-2014 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.49.0 1 5 1 NA NA NA 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 7.8940871 8.1775855 1.6652563 9.3477613 10.1357819 5.7158934 8.8522667 11.0578924 11.2878431 9.0746593 10.1241143 10.6931743 10.4881805 8.7812410 -1.1420986 9.8480173 7.6748970 10.5938924 6.4277687 6.9612008 11.2933232 11.4645499 8.0228205 10.0840486 0.8579014 0.4428639 9.6708929 16.0803687 9.9736073 7.4689384 10.3260283 9.9118393 4.7648026 9.9904130 10.4753808 8.0575857 9.9762057 -0.1420986 5.6780916 10.3741058 10.4995136 4.9664397 -1.1420986 6.4945372 12.6321857 12.1176566 8.3617390 9.4485004 7.4239672 11.5700104 9.9104814 9.0526702 NA -1.1420986 8.8423318 10.8792404 9.7458955 7.8208095 9.1787139 3.9453736 10.0969151 6.4353419 7.8775044 NA 8.4466280 3.4428772 10.9566035 9.7451339 9.4596841 -0.1420986 1.1798295 9.4981583 13.3154866 9.1820939 9.0489726 5.8691410 11.7804978 3.7858121 11.2030414 9.7625480 9.4391140 9.5644094 7.8091983 8.0051181 11.1258704 9.3657081 3.5017703 11.5024457 9.9152282 11.9884839 9.4945380 5.8236984 1.1798295 8.2587926 10.5721804 10.1194206 8.2220481 0.4428639 10.8684415 9.0726088 5.2502302 10.1582660 11.6734968 8.7602885 11.3227144 9.6310526 4.0673634 -0.1420986 7.2587931 11.8289180 8.8294570 10.0557443 7.9159051 10.3657081 7.4615400 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 -0.524 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 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 16-10-2014 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.48.0 1 6 1 NA 4 2 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 1.24849e-06 4.508437e-07 6.5862213 7.8105659 6.5862213 9.2955745 10.1301509 5.8424006 8.4687482 10.7932702 10.9132682 9.0072289 10.4047654 10.5977134 10.4182712 9.0963430 -1.1347938 10.0487573 7.3163331 10.0129629 6.1689027 6.2138508 11.0100988 10.9769097 8.0623387 10.5892990 2.0350608 -0.1349522 10.0021130 16.3657694 9.9040409 7.5375469 10.1842296 9.7877064 5.0549483 9.6964291 10.6208441 7.8566440 10.0406715 -1.1347938 2.9525759 10.4510234 10.6283343 4.5655606 -1.1347938 8.0425415 12.5241144 12.7345230 8.3039136 9.6635937 7.6627837 11.4352148 9.6233451 9.0512361 0.8651270 NA 8.4273644 10.8654741 9.3906428 7.8251242 9.0611092 3.6724819 10.2374429 5.8309068 7.6366116 4.0350432 9.1689027 4.4500829 11.0684700 10.1631845 9.1562927 -0.1349522 1.6724706 9.7106121 13.3826683 6.0148685 8.9814660 6.3080659 12.5984551 4.8387350 11.5883563 9.2745128 9.0951425 10.6250102 6.7839857 7.9892435 11.5302358 9.4631745 3.1130503 11.6507787 10.0604941 12.0577230 9.5972894 6.6724763 -1.1347938 8.5533724 10.8448615 10.2643999 7.9552343 3.2184402 11.1316157 9.0546871 5.8883780 9.9657843 11.6172935 8.9122460 11.2668015 9.8337887 4.1772800 1.1870709 7.2871869 11.9863316 8.6980118 9.8010236 7.8623014 10.4278414 7.2273291 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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA asian NA 32.49.0 3 3 2 NA 4 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.080817e-07 5.88994074 8.97740329 0.01549757 8.69963561 5.85677410 2.95406600 6.55463029 10.26813680 10.66801769 8.44033766 10.44731718 10.44940455 9.23866865 8.02109602 3.67843253 10.43543160 8.10293417 9.89454405 3.07436842 4.45287873 10.07796729 10.75243702 7.28225816 9.93877420 3.95407531 0.01549757 11.19372130 15.65042423 11.23705851 8.65209601 9.40205254 9.95210929 2.23786960 9.10470122 10.04061097 10.55721334 10.46048620 -1.56960767 8.62033348 10.48680788 11.95063645 -0.56939357 NA 7.19205999 11.42715893 13.01482554 8.17366015 8.69495156 7.84836129 10.25666006 8.68080747 8.50598816 -1.56960767 NA 8.30087371 10.77563686 9.34638830 7.24108032 8.94620888 4.61796254 9.93929403 1.43049939 6.92236200 3.23786960 9.75637652 3.88994074 10.78393148 9.91482834 6.63996288 1.01549757 5.95407065 9.36714694 8.37887615 8.45979594 8.46942774 5.90624124 11.01805208 8.24165860 11.79368548 9.80826163 9.12573710 7.39340505 8.43472955 8.17870170 10.77785348 11.04889442 7.84201965 11.33269557 9.85152169 11.89530989 11.71489926 7.69729566 0.43049939 8.29004374 10.75854420 10.10778815 8.27913185 2.13096381 10.41954858 8.44033766 6.69790445 10.21145871 9.84836145 9.66472762 11.79669452 10.72225519 5.77035864 0.43049939 5.93035414 11.08916668 9.32456874 8.43753612 3.85677659 9.16860117 7.56270035 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 0.636 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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 32.49.0 1 6 1 NA 5 2 1 1 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.080817e-07 6.8470348 8.0199143 0.3498182 9.1732154 10.6532484 6.1485905 7.7044646 10.6310055 10.9050764 8.7000509 10.1279253 10.3394792 9.4834186 9.2263652 -1.2351443 9.8629178 6.9985058 10.7371475 5.3942432 6.5914341 10.9831462 10.8743899 7.9222323 9.5462372 1.5722591 4.0502840 10.1969055 15.2705577 9.2497087 8.1399253 9.9234954 8.9398113 2.3498465 9.3280820 9.7921005 8.8576427 9.4945064 1.0867838 7.6777753 10.6154632 10.7353512 3.4653215 -0.2351443 8.9497611 11.8094506 11.5511553 8.2099007 9.7066670 8.1202368 10.2918739 9.2119688 8.5380248 2.2243182 NA 8.1593481 10.1235369 10.2805856 7.2160969 8.2263650 3.0868177 9.8396962 5.0686665 8.0845576 5.1047350 8.9949061 4.4373143 10.7263353 9.4006039 9.5264368 NA 1.7648981 9.7955528 10.3446730 6.7364290 8.6941440 5.4928050 11.5742519 3.4928018 10.8191508 9.6971005 8.7648855 10.2253416 8.1180326 8.7205357 11.5044553 9.9285354 3.6228718 11.7330124 9.9731200 12.4528081 10.4350993 6.7535698 NA 9.2324912 10.5247406 10.1202368 8.0175512 4.0502840 10.1328464 7.6926636 6.0502884 10.5050880 11.0386813 8.7719130 12.5119248 9.9846593 4.5699224 1.0867838 6.5786671 12.0574949 9.1890519 9.3987890 8.8336640 10.6255847 8.0222735 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 -0.390 -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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 1 3 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4.855239e-07 6.9095055 9.1759100 NA 9.3802686 9.3157761 4.9095043 8.1085773 11.0997338 11.4410466 9.3150816 9.9427042 10.7588313 10.9945855 8.5091154 NA 10.0120441 7.1774395 10.0488485 4.8797597 5.9601317 11.4184326 11.6684770 8.5248167 10.4104738 1.6167341 -1.7050999 9.0883995 16.2946916 10.3722795 7.4033206 9.6054090 8.9131817 2.7542248 9.4477147 10.3514339 8.1308465 9.6184140 -0.7050999 6.9386528 10.3799366 10.6801193 -0.7050999 -1.7050999 7.1774395 12.7768478 11.8884207 7.7786120 9.9462963 7.8835109 10.7242029 9.1574336 9.4279384 2.4647205 NA 8.6795800 10.3295951 9.1659313 6.8416901 7.8065490 4.4633151 9.9462963 6.1339991 8.9856672 5.2947972 7.5871182 3.5042517 11.3835844 9.9733963 8.9725158 -0.7050999 -1.7050999 9.5859668 8.8722248 3.9095043 9.3829218 4.5615828 12.0949883 1.9036168 11.2103021 9.3613966 9.0471768 7.2518980 9.3809324 8.8493851 11.1173670 9.6865767 2.9952312 11.5101775 9.7387758 12.4407283 9.3289074 6.8797584 0.6167341 9.2061883 10.4825503 10.2645424 8.5272170 1.4647205 11.0328884 9.4839844 7.3254629 10.3544786 11.8801108 8.7786120 10.5151745 9.8344396 3.5370227 -0.7050999 7.9689887 11.2690315 8.3514340 10.0843298 7.3227024 11.8183581 7.8722248 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 -0.67 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 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 16-10-2014 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 1 1 6 2 2 2 2 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.109769e-06 2.774423e-07 8.1851376 8.9185836 6.0386820 9.4583892 10.1585278 5.9775432 8.1564603 11.3440537 11.5400821 8.5593786 10.3343324 10.6569310 10.6355682 9.2780782 -1.8740845 9.9547230 7.3808221 10.5005610 4.6176452 6.1370198 11.4847191 11.7209341 8.2369288 10.3858542 1.2957230 6.6610683 9.3671806 15.9675664 10.4440536 7.4318553 11.4120622 8.8997566 0.9331194 9.6673738 10.5525821 8.0712371 10.0561609 0.1257833 4.9071551 10.2294089 10.3196265 4.8806806 NA 6.7294195 13.0292515 11.5382307 8.3485883 10.1574944 5.8672590 11.7971131 10.0088182 9.6065834 -0.2892982 NA 8.8400386 11.1457314 9.7772935 7.6473937 9.2414872 4.6493568 10.3978397 6.7660385 8.4443362 4.9071551 7.6276302 4.4656415 11.4926618 9.9535328 9.8144806 -1.8740845 1.1257833 10.0364359 12.1876706 6.5478585 9.3849480 6.5394210 12.3488145 1.9917168 11.0989524 9.7326611 9.5625048 9.7822180 8.8494542 8.1783611 11.4081577 10.1268495 3.4833515 11.3628538 9.9295207 11.8952179 9.1102116 5.9136961 0.1257833 8.8503072 10.6908334 10.5383631 8.5266725 3.9837780 11.1368457 9.3867127 5.9395745 9.9124713 12.1832773 8.7902406 11.5673109 9.8460375 4.2062369 0.1257833 8.5148868 11.8727274 8.7321983 10.5795782 7.7163805 10.8434696 7.4065639 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 -0.381 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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 32.49.0 1 6 3 NA 3 1 2 2 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.734014e-06 6.242451e-07 7.04442800 8.10644935 -0.55173334 9.50690616 10.27796069 5.95603341 9.03788899 11.40079716 11.97045160 9.40243419 10.33355299 10.25519019 10.28901587 9.09839219 0.03322916 9.68544789 7.50352047 9.88702972 6.36112792 7.01809333 12.16890972 11.54082989 8.49672478 10.63872931 0.44826666 2.69617191 11.83275187 15.40643943 10.18379391 7.75429962 10.34948194 9.40388782 0.77019475 9.31319777 10.28901587 8.40243440 9.66437741 -1.55173334 8.88702987 10.00761502 10.81319325 NA 1.90765983 7.62316380 13.08202782 10.77971476 7.79475181 10.52003540 9.00857064 11.21124277 9.27319672 9.40896400 -0.55173334 NA 8.55806861 10.76423650 9.99561454 7.11001552 8.23450755 3.77016303 10.35475275 4.90766944 8.95106961 2.35512906 7.54363507 3.80578772 11.33450604 9.84109192 9.58138006 0.03322916 1.77015246 9.76338751 8.11712307 5.36710193 9.32091289 6.42551805 11.88767925 3.74689317 11.01429196 10.14867766 8.96590720 8.55152563 9.03507757 8.85974877 11.36280990 10.39697012 3.40243568 11.30407970 10.27914915 12.38413960 9.52104053 6.91991328 -1.55173334 9.53171734 10.45548248 10.64022243 8.74744581 2.14867384 10.65860487 9.74687335 5.18970598 10.07166226 11.62300761 8.22959754 11.13823589 10.52638871 4.28112699 -1.55173334 8.71853322 11.85935164 8.93708216 10.15387030 8.25236882 11.31145628 7.74292782 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 0.342 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 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 16-10-2014 female 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 1 1 4 2 2 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 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 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 1.456572e-06 3.814831e-07 5.4373809 8.3018935 1.1894767 9.6519563 9.3051479 4.9708122 5.8547911 10.7261870 10.9158830 9.3618815 10.1316020 11.1747624 10.3093679 8.4013425 NA 9.8609951 6.8512318 9.5535888 6.3940253 5.8759545 11.3679633 11.1681645 8.0781973 10.1501729 0.9968226 2.2769135 9.6339513 14.9771271 10.7956279 7.0781978 11.4528700 8.7602585 5.2006809 9.3155132 10.3222751 8.7593097 9.4098324 -1.8104601 3.9443431 10.4869436 10.8846824 2.3593806 NA 7.6468352 12.8496729 12.6966912 7.1083174 9.9691734 8.0857863 11.4543365 9.6863079 9.4568261 -1.8104601 NA 8.6662002 11.1101791 9.3946363 7.2528490 10.0458796 4.1570841 9.9605308 5.7286117 6.7169306 5.1201902 8.7421231 3.7440427 11.7199823 10.2504877 7.9122618 0.7744181 -1.8104601 9.3835952 12.3579695 5.8968143 9.6209516 5.2979801 11.7363485 2.7701948 11.4127016 9.2083497 9.0985972 12.5369370 8.0048373 8.5871287 11.6730179 8.4302455 3.6488911 11.8426350 9.8614373 11.4958006 9.9867103 6.3693635 -0.8104601 8.4242717 10.5526854 10.0132194 8.3315610 2.6488796 10.9353384 8.8855436 5.7440427 9.4242715 11.4928068 8.3404706 10.7402009 10.1246191 4.1667315 2.8899018 8.0812379 12.3331562 7.7986325 10.3915779 7.3915779 9.8351125 7.4655786 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 -0.488 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 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 16-10-2014 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 32.49.0 2 2 2 NA 4 3 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 6.3185265 7.2307842 2.7949565 8.2706985 7.7189294 4.4470435 5.8455904 10.5262840 8.4973852 7.7722453 11.7997874 12.0009328 9.1091437 5.9988364 -1.0124608 10.7673295 7.5949404 9.8354504 5.7155310 7.4054623 10.7412448 11.7355933 5.2913899 10.3425757 0.5725987 7.2402752 6.2543975 14.2074215 8.1749621 8.5498524 10.6692878 3.5725744 0.9876119 10.3642782 12.2472063 9.0333699 11.0797065 -1.0124608 1.7949772 11.0168973 11.9877862 NA NA 10.9293914 13.0770606 12.1460620 8.7852716 10.7433323 8.9805483 11.3415839 9.1749621 9.6251406 3.6880460 6.9648895 8.7722450 10.8009905 8.4449908 8.2164287 6.0750726 4.3451622 10.3637355 5.7155310 -1.0124608 4.7949668 10.6453752 5.6314652 10.6876163 10.6945378 6.9988375 NA 3.8455904 9.1860550 6.2260152 8.8884769 7.5306420 4.4138716 10.9157583 7.4168077 12.7154242 11.6919461 12.3292679 1.7949772 7.9960390 9.5257989 10.0196558 8.8283882 2.5725744 9.3895563 10.1506308 11.5150871 11.2695401 5.6314652 NA 9.6160557 11.0820177 8.7557946 8.5800671 2.5725744 11.2173302 8.6160739 6.9064734 8.9330538 8.4934216 9.6662103 7.7189294 9.6458216 4.0320038 NA 7.2307842 10.7512375 9.3396536 10.9075907 5.3451622 10.2555672 4.0767728 10.3495539 -0.4492100 -0.4492100 0.4220100 0.4018200 0.3982800 0.4074500 -0.0077572 -0.4655600 0.0000000 0.0164360 -0.0104630 -0.0104630 -0.4419900 -0.4737400 -0.4613000 -0.4062700 0.4258800 0.4258800 0.4258800 0.4108700 0.4108700 0.4018200 -0.4646100 -0.0434100 0.4292400 0.4292400 -0.4657800 -0.4711900 0.4139400 -0.475 -0.475 0.000 0.000 0.411 0.411 -0.471 0.414 0.429 0.000 0.000 -0.445 -0.445 0.422 0.422 0.424 0.424 -0.442 -0.442 0.433 0.433 -0.466 0.442 -0.435 -0.435 0.411 0.411 0.407 0.407 0.381 0.381 -0.458 -0.458 0.407 0.407 0.000 0.000 0.429 0.429 0.000 -0.475 -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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 68.46.0 NA NA 2 2 5 2 1 2 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 1.352531e-06 3.814831e-07 6.992840926 8.833161759 8.304042784 9.654473134 11.632867320 7.513587859 7.695658425 11.621543995 11.088057963 8.390905381 10.639731133 10.252414358 9.567454752 8.738218617 -2.009843833 9.935469766 7.493851447 9.946402047 5.056115270 7.561778244 11.829131228 12.502642879 8.015165242 10.405239448 1.990010902 4.199476046 9.356894505 15.384312697 9.027572922 7.574988535 10.182626879 9.087399722 2.847996907 9.640628881 10.458140710 9.017931927 9.987911019 -0.425075022 5.724734845 10.262655602 10.593188571 3.797376201 NA 7.789307360 12.940991761 11.131654043 8.224843403 10.757589606 6.908888546 11.000553936 9.333211491 9.456612126 NA NA 8.521407282 10.786471150 10.481628518 7.439174303 7.386630771 3.797376201 10.680896852 4.920764910 7.734859978 5.973018832 8.447406866 5.169933016 11.429337325 9.920023931 10.564382837 -0.009989098 1.690461795 10.585982640 10.155875065 6.797381389 9.739057225 6.199479973 12.020693003 3.519843797 10.776295501 9.629818682 9.407878284 9.859619731 6.887871281 9.316455324 11.576513824 9.929605058 5.457630405 11.643542730 10.009616605 11.846743162 9.404711144 7.721344631 -0.425075022 9.646003665 10.482317196 11.001951953 7.907397854 3.237946061 11.020865380 9.514097400 6.485880818 9.867309941 11.947490725 8.663335012 12.219145070 10.515791383 5.477625524 -2.009843833 8.491863115 12.610417543 9.224244596 10.390104775 10.262655602 11.450481748 7.546531812 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 -0.307 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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.49.0 2 2 1 NA 4 3 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.6641528 9.3735416 5.4715094 13.3000317 2.1065158 10.7277073 9.0914047 9.1821704 12.2672344 4.6210848 8.0113190 11.4820778 10.1686805 2.3840498 10.9765027 9.7671329 11.4034378 9.4245312 6.1616539 -1.4231393 8.1672776 10.5234253 10.5261528 9.5525387 0.1616942 11.5641324 10.6327357 5.8620918 9.6481532 12.5895771 8.7059738 7.6982240 10.1639996 5.2183821 NA 8.5308870 11.0810132 9.3299075 10.3783991 7.3872626 10.9432862 7.1277065 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 -0.353 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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA NA hispanic or latino 32.49.0 1 6 1 NA 1 2 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.5137993 9.9004350 9.8140269 10.7598238 9.2824196 8.2706700 11.5246167 10.1712545 3.8511294 11.7281083 10.1356081 12.4848528 9.6565523 7.2261704 0.1141005 9.0039229 10.7266776 9.8723886 8.4026471 3.8146017 10.4469478 8.2468793 6.1730595 10.0079725 10.7667116 9.4577213 11.6778383 10.1300450 4.6377262 -0.4707288 5.7288756 11.8265490 9.0449028 9.7824595 8.0230585 10.5054090 7.3966048 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 -0.277 -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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 32.49.0 2 2 3 NA 4 2 3 3 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 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 7 0 0 0 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 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 4 0 0 0 0 0 2.601021e-06 6.242451e-07 7.365285 8.015137 9.832002 10.066531 9.248934 4.923216 8.344172 10.966170 11.634927 7.901700 10.154562 11.232272 11.543145 8.258370 NA 9.359159 7.545652 9.562508 6.762750 4.582177 11.462374 11.167641 9.060071 10.824263 1.845229 7.951412 8.805858 15.716765 6.430175 7.315532 11.510943 9.765400 2.482642 9.527036 10.221217 8.902903 9.866347 NA 2.923206 10.212991 11.451309 NA 4.697657 8.474569 13.729892 11.989446 7.683716 10.698002 9.459104 11.732771 10.220252 9.672467 4.430172 NA 8.890820 10.349480 8.686515 7.930316 11.072962 4.260252 10.531324 2.762753 7.304644 6.084679 8.365285 4.347715 11.020415 9.880470 8.855196 0.675274 5.686515 9.226034 4.260252 5.361789 8.983626 5.198848 12.896119 6.342469 10.775292 9.983626 9.102600 9.545652 7.289997 8.753438 11.105478 11.509363 2.375735 11.735814 10.506595 12.287465 9.747420 7.551804 -1.324816 8.943244 10.604812 10.347713 8.805858 1.845229 10.897177 10.051945 6.403208 9.984195 10.986468 8.775950 10.568968 9.622924 3.719676 2.923206 8.063304 11.715063 8.591167 9.966458 9.015137 11.103909 8.114079 9.926770 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 -0.325 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 -0.325 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 32.49.0 1 1 1 NA 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.21381e-06 4.508437e-07 8.7157222 8.0145907 NA 8.2920496 9.6554441 2.2746195 8.3526248 9.6477291 9.4501027 7.6477290 10.2040452 10.0855509 9.8120565 8.8745351 NA 10.2827397 7.2339801 9.8728817 6.4445478 7.6164503 10.3877857 11.6377837 7.2696045 10.9558295 0.1047392 1.1046721 5.6438562 17.0554070 9.6075291 6.9626786 7.9995153 9.4927146 1.4266405 10.0302518 10.7092506 7.0704816 10.2569822 0.1047392 4.9120510 10.6433714 11.4854290 3.3526314 5.4266271 6.5309618 11.5026393 12.9748694 8.3644407 8.6144724 8.1707864 10.2739960 7.4084784 8.2569823 -0.8953950 NA 7.6592860 9.4991600 7.9280647 7.7557489 8.9533202 2.5641342 9.0976358 2.6896570 8.6223667 1.6896570 10.3401134 4.0115851 9.5351500 9.8950458 8.6380271 0.1047392 NA 8.0588939 8.7449425 5.4797382 7.3335159 5.0819787 12.7720307 3.2198965 12.8651055 8.7722169 9.3796578 8.6535194 8.6025493 6.7841781 10.5543619 9.2480806 3.8051377 11.3114065 10.6525559 12.1593017 9.5445283 8.3383170 0.6896570 8.2000943 11.0035368 8.9296561 6.7841781 1.9120366 10.8856472 3.6896570 7.3043696 9.2982228 10.9942013 9.6292391 10.0976357 9.7850570 2.8051273 0.6896570 3.9120558 10.2229896 6.6669398 9.0190825 6.0704816 10.0272818 6.3141509 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 0.417 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 0.417 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 16-10-2014 female 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 2 1 1 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1.595293e-06 4.508437e-07 5.19307782 7.41825068 6.55347878 9.69385508 8.43208292 2.72058492 8.62868065 10.80486501 11.48794497 10.26284619 10.59833236 10.78344380 10.08121578 7.32050092 NA 9.85552773 7.09214717 9.72789579 4.30554742 5.38734531 11.28530927 10.47012236 8.07461729 10.53759097 -1.60121185 0.98360474 11.55711194 16.23026419 11.08581699 8.18165817 10.53821144 9.60261982 5.43208417 9.47079267 9.33308802 7.68406199 9.63467421 -0.01639526 3.95324661 10.22798638 11.20158026 4.92222164 NA 5.11290443 12.71776762 12.21073705 7.88448925 10.07020106 7.67245575 11.43449010 9.91337414 10.16560297 -1.60121185 NA 8.86626572 11.60643700 8.56356696 7.59095301 10.48943405 3.85085942 10.19185686 4.85809044 8.28892420 1.39867872 8.53051714 3.82492057 11.51305311 10.26129738 7.59833245 -0.60143072 -1.60121185 8.90942421 13.61108043 6.10601952 9.09996658 5.35285738 12.42501058 2.09909318 11.52568709 10.51240221 9.29650559 10.87692407 NA 8.22838293 11.42431874 7.15354798 2.72058492 11.41581644 9.94314159 12.18676659 9.80113925 5.39866162 0.98360474 7.44578380 10.47997372 10.81070056 7.37020352 0.72062870 10.86473649 9.46609441 7.79953937 9.95084878 11.29461391 8.70472156 9.92955402 9.43483357 4.28130507 NA 7.82072466 10.92271194 8.22520840 10.45326436 5.90645532 9.72845643 8.20279089 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 0.718 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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 1 3 3 2 3 2 1 2 2 2 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.115497e-06 5.202042e-07 7.30859933 9.64467775 NA 9.04615761 9.47159576 5.58049526 7.59514109 10.77555242 11.21686818 7.80078215 10.40872778 10.57619398 10.77555242 8.15396084 NA 9.84383518 6.87667656 9.95494219 7.54572903 5.76452663 11.21212901 12.55613741 7.66622400 10.51646050 1.70274619 4.13570723 9.68631352 15.65587322 9.13654388 7.99184663 10.02557936 9.79709147 3.13571544 9.23100872 10.39763004 8.39344623 9.78170117 -1.61927055 5.20100254 10.26537395 10.91925322 -0.03416032 -1.61927055 7.89257439 12.44598544 10.96836490 8.12060233 10.03321870 8.09334889 10.92892122 9.09334889 8.70500230 1.84024165 NA 8.22474261 11.10298894 8.39344623 7.40318931 9.28319696 3.90438775 10.17767255 4.60964269 7.83409239 6.04615706 9.20895833 4.59027265 11.17523765 10.47786631 9.45295448 1.18814769 1.70274619 9.44219293 6.36381587 6.56569770 9.60542655 6.29968426 12.49627191 1.48010999 11.42896806 9.39662704 9.26728039 7.43610436 7.80078215 8.36524022 11.50445822 10.74249142 3.99552974 11.49749062 9.84944576 11.76614495 10.02962874 7.70049382 -0.61927055 8.76776204 10.63599203 10.40075992 9.21212913 3.80708697 10.62726547 9.23703711 6.03187375 9.87066972 11.87667682 9.44354263 11.02016248 9.81127434 3.51010111 1.70274619 8.16872426 11.81022851 8.75586133 9.25349675 7.91415129 10.84791785 7.21387021 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 0.161 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 9.772602 12.107466 10.807087 10.031425 9.906832 12.115002 6.811274 2.468297 7.553249 5.530570 13.181520 8.801056 8.753687 8.843764 8.300013 8.546985 10.584170 6.238802 10.808658 10.075180 8.095067 9.542571 9.833887 7.592710 6.896521 11.188378 12.444554 10.364528 10.161362 -1.619271 8.390650 8.017446 10.138212 10.362389 11.358638 8.563216 9.862621 8.332864 10.100211 7.848428 10.188177 9.388550 5.346606 6.912203 9.283950 8.934451 12.876677 9.732313 13.375396 6.854609 10.746597 10.443543 15.095993 12.217168 13.983028 11.363102 1.380840 10.384340 9.337198 10.861612 8.886633 9.605427 9.520373 9.983984 11.232180 11.621458 5.943063 6.375175 13.879674 11.342271 9.465630 7.324743 8.418369 NA 11.354519 -1.619271 12.800584 11.442309 10.902177 10.775552 10.408728 7.465630 7.232571 8.995532 9.234131 7.545729 12.800821 2.468297 13.231936 13.457721 8.346606 8.959704 9.767762 5.039033 -1.619271 9.141542 7.770991 10.166683 9.800203 11.280745 12.013476 11.315618 1.702746 10.067322 7.553249 9.104483 11.218647 9.904874 3.135715 9.897999 8.414245 7.543213 9.442193 4.773142 11.504458 11.644531 NA 12.401975 12.878674 10.370571 10.400760 7.411489 11.384164 10.796828 10.938185 11.887928 TCGA-A3-A6NJ 57 0 NA 0 kidney stage i t1a nx mx 16-10-2014 female 2012 NA yes 100 kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 340.13.0 NA NA 1 1 NA NA 2 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 8.5975122 8.4681829 7.6444332 9.1329485 10.3894555 5.3368618 7.5734669 10.6999761 11.0002926 8.7634574 10.2475553 10.7848848 9.9744180 9.9146633 0.2636354 9.9212277 7.2293957 10.4645102 6.3080059 7.5673926 11.0378496 11.4571370 7.7897847 10.7823828 0.6786128 2.6786579 10.7861932 16.3036587 9.6167583 6.9594201 10.8432419 10.1695000 3.4335337 9.9460211 10.8274435 7.1745043 10.1710030 NA 4.3225051 10.4912276 10.4908264 2.7661075 -1.3212069 6.5366296 12.2544247 12.4016700 8.2158674 9.2494536 9.4158964 11.5783836 9.3946110 9.3116443 NA NA 8.5241393 10.7437286 7.4031629 8.4940323 9.8448121 4.4600086 10.0954466 3.7230452 5.4065707 4.0005770 8.8372589 3.7230452 10.6207971 10.0011406 9.7223600 -1.3212069 1.0005770 9.1982854 11.6786491 6.0362022 8.7051724 5.7554645 12.3663528 1.5797594 11.7447383 9.1624648 9.2711060 11.1581768 5.6786494 8.1604483 10.7497763 10.0853856 3.4335337 11.5247271 9.9994496 11.7039617 9.6437119 7.0752534 NA 8.0752540 10.7782303 10.0715031 8.3997483 2.3790941 11.1804863 8.9437485 7.1655643 9.8207561 12.0070435 9.0460637 10.2480300 9.6828696 4.3422774 -0.3213872 6.7501120 11.3583491 8.4184299 9.8923610 7.7897847 9.7674373 7.1380803 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 -0.375 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 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 0 kidney stage i t1b nx mx 16-10-2014 female 2012 NA yes 90 kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 340.13.0 NA NA 1 1 NA NA 2 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 7.8280127 8.3861751 3.7522990 9.2660985 10.8098278 5.5525339 8.2386178 11.0807457 11.0545085 8.7600552 10.4493903 10.2551691 10.2325012 9.3931712 NA 10.0529317 7.7554090 10.2666428 7.4217989 7.5912897 11.4137125 11.6760914 8.0338734 10.6704053 0.4793341 1.7016821 11.4139582 15.9700309 9.7491903 7.3121741 10.0853811 9.9738067 3.0642448 9.9359811 10.8008367 8.4622781 10.2823393 -0.1056285 4.7523044 10.2978666 10.5649782 1.7016821 1.4792823 8.3901771 12.3754907 12.1232909 8.5363735 9.8629888 6.9277448 11.6807958 9.6781386 9.0853811 NA NA 8.4527424 10.6649858 9.2962681 8.2452613 8.8368365 3.2162531 10.1528879 6.6357892 7.9277448 NA 8.7413793 3.2866446 10.8357364 9.6264893 9.9724727 NA 2.2162376 9.7716060 10.8780281 7.3163865 8.8294871 6.2252383 13.0242489 3.2975876 11.6098550 9.3881773 9.3058328 9.2026609 7.0491395 8.7754358 10.8109478 9.8521495 4.0236013 11.4856105 10.3299922 11.8261675 9.4169035 8.1517097 NA 9.2844908 10.7232398 10.3871765 7.6188355 2.3537467 11.0720529 9.1900908 6.9133562 9.6542101 11.5108708 8.9644428 11.2170951 10.3047733 3.7016821 NA 7.3205867 11.6791612 8.9441706 10.0427985 8.3268640 11.1401717 7.1086415 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 -0.528 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 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-A8CQ 59 0 NA 3 kidney stage i t1a nx mx 16-10-2014 female 2011 NA NA 90 kidney clear cell renal carcinoma yes 9 NA black or african american not hispanic or latino 387.9.0 NA NA 3 1 NA NA 2 2 1 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 6.6257147 7.8531866 0.2858165 9.9005743 10.7497293 3.9488251 8.5018018 11.1195451 11.1659581 9.3073072 10.4769237 10.0468615 10.2293560 9.5835450 -1.2990277 9.9805125 7.8172459 10.4822616 7.2047276 6.1102922 11.5128786 10.9989645 7.6609037 10.4494428 -0.2990277 3.9103585 10.9167382 15.6530744 8.7037171 7.5114736 9.7184063 10.4624531 7.2933585 9.9897680 10.7605843 8.3591135 10.1791659 -1.2990277 6.0228294 10.3320790 10.9143099 2.9488251 NA 6.7615978 12.4312659 12.1512110 8.6478081 9.6107949 8.5758833 11.7399923 9.8055006 9.1806822 NA NA 8.5114736 10.9185567 9.4398386 8.5258606 9.6565518 2.2858756 10.1982548 6.3662383 7.6017686 2.2858756 8.6448819 3.7009057 10.8211398 9.7128279 9.7989339 -1.2990277 -1.2990277 9.6279391 12.8274451 5.3733280 8.9416932 5.9005746 12.1953825 4.0766361 11.2198009 9.5873607 9.2352048 11.0063937 8.6966692 8.7857104 10.9659309 10.7405064 3.7009057 11.6503639 10.2298443 11.6719065 10.0126502 6.9488298 NA 8.6167811 10.8766386 10.4330693 8.3943890 1.0228294 11.0972391 9.4339935 6.3943890 9.7575397 10.8860870 8.7857104 11.2629058 9.7763810 6.6597448 NA 7.5495252 11.7382773 8.4920647 10.1134717 8.6092944 10.6246008 7.4423688 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 0.449 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 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-A8OX 65 0 NA 0 kidney stage i t1a nx mx 16-10-2014 female 2012 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 387.9.0 NA NA 2 2 NA NA 1 1 1 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.4639951 7.2379757 4.2694072 9.4714472 9.9256477 5.3772105 6.9192221 10.7601550 10.5124176 9.3054868 10.6281727 10.5512979 10.1878599 9.3115390 0.9963887 9.8952426 7.9544586 9.9959196 6.9774814 6.9192221 10.9817570 11.0937631 7.8729063 10.7844035 0.9963887 5.0407829 8.7842920 15.7290161 9.8759726 6.8749518 10.9838903 9.9177344 5.3887062 9.5913359 10.7886374 8.9554253 10.0224516 2.3183168 4.1118660 10.3328960 10.5287453 3.4558204 1.2187812 9.6336179 12.3115389 11.5883791 8.5041842 10.4018855 8.9122687 11.5877559 9.4687417 8.6438479 1.9963887 NA 8.6098720 10.8496989 8.7645737 8.7037486 8.3213198 3.8376910 10.3280528 4.7689783 3.8037437 5.6593538 9.1911463 4.3421636 10.6572766 10.0917864 9.5107746 1.8708579 3.1118660 10.1183545 12.0612444 7.6305955 9.0343937 6.2879432 13.4221735 2.7071493 11.8617360 8.8937005 9.3986909 9.4317124 6.0038833 8.6676356 11.0148214 9.6305953 4.9032793 11.0593349 9.9092787 11.2427341 9.9107745 7.6474412 NA 8.6979847 10.8347424 10.5493786 8.0462378 7.6684376 11.2086831 9.2442853 7.7497401 9.7372945 11.9774809 9.1213721 10.9236735 9.7972893 5.6670207 -1.5885738 7.2284108 11.8996436 9.0696383 9.4537702 8.3273061 10.0543811 7.1393477 10.0825256 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 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 16-10-2014 male 2000 3343 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 3 2 NA NA 3 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.907416e-06 5.895648e-07 7.833515047 9.089928166 2.811142174 8.867978293 9.140783256 5.003791106 5.003791106 10.355835474 9.326846730 7.874156978 10.069208202 10.597183177 10.556461125 7.614816570 -0.996253861 9.862550111 6.588755105 8.620340809 7.867977984 5.289192633 10.667794841 11.886626124 6.934529475 11.203538025 1.811142174 5.588753607 9.382086833 16.738448757 9.599049570 7.978206500 9.717178590 9.635878431 2.325731791 9.057718045 10.272918762 9.705098578 9.626759071 NA 6.662003212 10.194851267 11.670903610 -0.996253861 2.910675106 9.218111286 11.763472203 11.026506636 6.986785214 9.741884397 8.279916497 10.417419958 8.716319103 8.817573376 3.588756604 0.003746139 8.150996745 10.442583917 9.091255005 7.075254505 8.887962643 3.704230132 9.735959414 0.003746139 6.511586635 4.981071743 9.335828680 3.463230083 10.448289377 9.915184000 8.383170310 0.003746139 1.811142174 8.918177198 7.577439403 7.122732761 8.793325635 5.934528296 13.241375490 2.205423794 12.601960907 10.077264232 9.031698171 6.588755105 7.741884229 7.807922871 10.848105543 11.027892799 2.704230132 11.467571826 9.811146991 11.697496794 10.687663931 8.825565913 NA 8.225379056 11.131148040 9.542950787 6.981071743 1.325731791 10.512577225 8.751984834 7.339182825 9.849282173 10.408933551 9.771148894 10.667350197 10.021992247 4.957988867 NA 6.566034244 11.932125374 7.573647945 9.374479409 8.571748094 9.658428049 6.958220930 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 -0.456 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 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 16-10-2014 male 2004 NA NA 0 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.48.0 2 4 3 NA NA NA 3 3 3 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.33614623 9.07354044 3.79966758 8.84857412 9.67045443 4.87242002 8.99967536 10.17470389 10.60613081 7.09650117 10.57513285 10.08825213 11.32187399 8.04234612 -0.05829269 10.03311887 8.13644058 10.58147638 6.70986820 7.74258363 10.71193441 12.37670260 7.62467777 10.52408895 4.26361287 4.26361287 6.78717385 14.93535167 8.89442461 7.89588000 10.18247480 7.19434910 0.52666981 10.01314580 11.16447839 9.50010431 11.29510603 2.26360536 0.94170731 10.37109019 11.06548157 NA -0.05829269 8.74258329 11.23601706 9.31780896 8.92610204 10.09396839 7.82432681 10.71193441 7.90457923 8.64212319 3.18960320 -0.05829269 8.45541107 9.66790170 8.46524559 8.43753862 10.47647272 4.18961110 9.95709856 3.69657256 8.16809593 6.89587939 10.95849182 5.95291127 9.99560945 10.49194927 10.24717524 NA 7.45343609 9.08123496 4.77457097 7.99967536 7.41335883 6.51911254 12.55558806 3.81155323 12.60335027 9.20846995 10.14196916 7.39289439 6.85457296 7.33828802 10.92182309 9.64904272 4.33400327 10.45590439 10.52852326 11.61852210 10.08315206 9.42952349 -1.05829269 7.91896339 11.31128087 9.90674632 6.13150717 3.15736715 10.98436890 8.22013306 7.27747618 10.08251326 10.86166410 9.42045314 10.95151210 10.27651539 4.18961110 0.52666981 6.66960367 11.07899489 8.22245441 9.76186251 6.26361099 10.58011938 6.92467713 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 -0.282 -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 9.160852 11.953784 8.890051 9.692390 7.560069 10.105333 4.872420 5.884197 8.500104 7.739345 13.393281 9.896527 10.469649 8.568871 7.575115 9.090160 10.036421 5.541595 10.638651 10.648180 7.881263 8.446284 10.782395 6.980602 6.367948 10.540201 11.801218 10.0304717 10.0317959 -1.0582927 8.1896111 5.5266448 9.4740395 11.0965016 10.3903161 8.7164707 9.7910886 6.5115392 9.9332054 8.4455090 9.9737292 10.0728974 8.0317960 7.7098675 7.3253882 7.5039259 13.3439628 10.4534362 11.7620619 7.6216563 11.0648350 9.1002931 13.5456575 11.6776625 12.9735570 10.1296541 2.4011116 11.7427856 8.8709420 11.3088252 9.1788934 7.4133588 8.5453097 10.2920702 11.4064845 11.0693554 3.9416791 8.6070195 14.4160134 9.9367439 11.1662882 7.1116083 10.3167230 1.2636354 10.8008300 0.5266698 12.7242723 10.6487449 9.9487108 10.174704 10.575133 5.964052 7.334001 9.253432 9.455411 6.709868 11.426753 2.526645 12.282229 11.628403 9.442525 7.419199 10.122836 6.245463 1.749019 10.366899 6.836501 9.127798 9.240891 12.651414 12.973385 11.629934 3.401112 9.923251 7.574679 8.676393 10.498668 8.537873 5.709867 10.571040 5.526645 6.007772 9.081235 5.964052 10.921823 10.550862 -1.058293 12.587792 12.520292 10.069033 9.906746 7.388766 10.750648 11.121593 12.846559 7.941486 TCGA-AK-3427 65 0 NA 2566 kidney stage i t1a n0 m0 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.49.0 3 7 2 NA 4 3 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 4.2940693 3.5285338 0.2066432 9.2482625 6.8213135 3.2065963 5.2066042 8.6202316 9.0645843 7.5641556 11.8116199 11.8215433 8.2509976 6.4062764 NA 11.3291080 6.1607992 9.0331521 5.9070421 4.8213122 9.3727665 7.7379848 6.6660351 9.7531990 2.5285213 0.2066432 7.4545313 13.5382203 5.7764594 9.6159944 9.1358619 8.4233492 7.6328680 9.6752276 10.4221365 9.5762009 10.4456053 NA 1.5285213 10.8679362 10.9522778 0.7916057 2.6660294 6.6578143 10.2894178 13.6299164 8.0676903 10.9400426 1.5285213 9.5069561 8.4473949 8.7321243 0.2066432 0.7916057 8.0520936 9.4920058 10.6080164 7.1373406 5.8931049 4.5285338 8.1895973 5.2289726 0.7916057 0.2066432 12.1461827 0.2066432 9.9208490 9.9673234 4.6328673 1.2065807 2.3765404 8.3255447 14.4663100 5.3964267 8.7418788 8.5751100 9.7004590 10.7175604 14.2950191 13.7687863 11.1213623 7.0458077 0.7916057 8.1578880 9.9259923 8.6328684 1.5285213 11.0999050 9.3802805 12.8254478 12.6931871 6.3046352 NA 8.1432414 11.1834933 9.2740377 8.4521564 0.2066432 9.8576551 8.8554643 7.0203844 11.0046702 8.1044488 10.8670451 9.9336731 9.6032083 2.2066120 4.2066042 6.1952885 10.5967724 8.2372707 7.1254672 5.5641556 8.6619306 9.0203847 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 -0.801 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 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 16-10-2014 male 2004 2223 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 2 1 4 3 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 1.942096e-06 6.589254e-07 5.343983 7.137056 8.803417 8.620430 9.506984 4.186445 5.733932 10.814118 9.616575 8.434371 9.798887 10.476817 11.821115 8.581401 NA 9.404867 6.463284 9.858869 5.878321 8.530398 11.329925 10.310167 7.552093 10.154003 NA 2.070973 11.523894 16.564082 10.068146 7.474688 9.807932 7.129860 0.486045 9.668398 10.218171 7.834732 9.179491 NA 5.714822 10.464715 10.825854 NA NA 9.163724 12.423010 12.193795 6.085917 8.220714 9.113538 10.533810 9.050153 8.434371 1.485993 NA 8.750447 10.896455 8.876173 6.762128 5.594528 NA 9.069087 NA 8.410816 -0.513955 8.158429 4.129860 10.954119 9.290135 7.144216 NA 2.070973 8.823626 9.147782 6.280420 9.508372 3.733929 11.845205 2.485993 11.635434 9.368280 9.156660 7.690575 7.497232 7.680761 11.162402 9.599746 2.485993 11.569816 9.730368 12.476994 9.955646 5.714822 NA 8.668398 10.566082 9.855601 8.625555 6.144216 10.263259 8.796617 5.100713 10.337753 10.780625 9.371700 11.093334 10.213074 3.573471 NA 7.032899 11.136607 7.578761 9.072844 6.655929 10.628749 7.594528 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.299 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 2017 kidney stage ii t2 n0 m0 16-10-2014 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.48.0 NA NA 1 NA NA NA 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 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 4 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 6.936056e-07 3.121225e-07 8.18066904 7.01010510 NA 9.17427108 9.08295587 4.46482507 5.57772187 9.91737924 9.85314438 7.72856000 9.77665411 10.73943500 9.07473555 8.35823404 NA 10.00578818 6.76648253 9.28648938 6.47318945 6.93942877 10.12801237 10.62164468 7.23823466 9.98254174 -0.96156382 1.36047665 8.93489417 16.03911212 10.22776875 8.05537030 10.00866784 7.93942877 6.30534860 9.34234273 10.04067370 8.33318264 9.44901324 0.03857665 4.79344855 10.22281736 11.27577183 1.36047665 1.62353915 7.31002468 11.72899642 11.62891500 8.19843325 9.54039911 8.24557600 10.76860739 9.04137688 8.56994331 NA NA 8.71275431 10.72986924 9.37395222 7.10465117 7.40488439 4.08295800 9.48667818 5.03856348 7.88405205 2.03857665 10.04978907 4.08295800 9.85953851 9.45324717 7.64218819 1.03857665 1.03857665 8.86352068 13.82631143 11.22064580 8.55228945 3.20848605 12.19132206 3.92315869 12.26647862 9.11804664 9.06784923 10.61220909 7.65694750 7.97519968 11.00073490 8.46272801 2.62351574 11.98290793 9.89109135 11.63638169 9.98473716 6.60080495 NA 8.25288111 10.78581502 9.01584180 8.45218975 1.03857665 10.54586096 8.41349254 5.78002920 9.77072930 11.17170410 9.59889479 11.42010481 9.72855983 4.28648938 NA 5.90892576 11.15555553 7.30065640 8.56212372 6.56994369 9.33776995 7.61644372 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 0.195 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 0.195 9.899649 12.238388 12.568846 10.334331 8.682418 11.657636 5.623525 3.286497 7.927305 6.082956 12.079023 9.243634 4.248019 10.582058 7.722224 8.319333 10.174271 7.252881 10.779186 6.049790 7.986929 9.078701 10.376947 8.651430 7.546357 10.737701 12.420375 8.92578258 10.12204122 NA 8.40269660 6.89654312 9.93262166 10.92882613 11.17555298 8.61599077 9.54635643 6.47318945 9.37506855 6.95145142 8.36499126 9.19590883 7.06646812 3.68241599 8.49388907 8.20597990 13.21940345 7.40050548 12.94929829 5.59988904 8.38063639 9.82564827 15.76166283 10.40597662 13.50227782 9.94545247 2.03857665 10.76988089 9.72331042 10.46010076 8.92273246 8.55228945 9.75366587 9.77496376 11.43061093 11.47005951 1.03857665 5.83297860 14.20051647 11.65027832 10.41522997 7.53840779 9.71451892 0.03857665 11.16171332 0.03857665 12.93432649 10.70962520 10.59171120 9.917379 9.776654 5.323964 6.826465 9.411427 8.723310 6.473189 12.507311 3.038559 13.950796 11.226842 8.060930 8.748697 10.449543 5.696773 NA 8.781713 7.638475 9.827280 9.549326 11.674507 12.653502 10.263769 1.623539 8.997115 8.814995 8.894987 10.311192 9.214735 4.682416 10.529413 7.596983 7.049789 8.863521 2.845912 11.000735 11.095538 NA 12.895279 13.247025 10.935273 9.015842 8.063701 10.043484 10.108683 11.826579 9.779296 TCGA-AK-3430 61 1 480 480 kidney stage iii t3b n1 m0 16-10-2014 male 2004 NA NA 0 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.48.0 NA NA 3 NA NA NA NA NA 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 0.403 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-AK-3431 62 0 NA 1853 kidney stage ii t2 nx m0 16-10-2014 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 1 1 NA NA 1 1 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.976776e-06 4.855239e-07 6.6986936 7.6711384 -0.8326421 8.8918262 10.7328906 5.9874914 5.6751074 10.8410632 10.3682111 8.1559971 10.1481661 10.3792007 10.8716485 8.1215087 NA 9.6957666 6.2862528 8.6770875 6.6019401 6.5071619 11.0415254 10.7861568 7.3669848 10.2345048 NA 3.0741971 11.4302882 15.5472323 9.7494545 7.4104861 9.8423874 7.8815582 1.1672937 9.5777638 10.0330458 9.2239503 9.4538702 NA 6.8746716 10.3931224 10.7536832 1.1672937 NA 8.9003277 12.3084617 10.9866933 7.0980500 9.6859657 8.3322192 11.0194518 9.2441281 8.0468959 1.4892346 NA 8.8467926 10.6076626 10.2082870 7.1785394 5.0252946 3.4892346 9.8781190 2.8677581 7.2280086 5.4527140 8.8021234 3.4892346 10.6536448 9.2507918 8.7333665 NA 1.7522776 9.8138711 9.7635022 7.2653450 9.4619333 4.2965969 12.2534487 4.5596325 11.6629177 9.1588343 8.5488554 6.7295555 8.3297040 8.2836565 11.9466215 9.2198805 3.9746670 11.7725605 9.9794898 12.2753468 10.0906400 6.7295555 NA 9.9280324 10.7974431 9.9649740 7.2914341 4.0252946 10.6938117 8.2879132 6.2758377 10.2367623 11.0980499 9.2007356 12.2362587 10.2117065 4.6267428 NA 6.7522749 12.5584218 7.6986943 8.9155054 8.7709387 10.6651644 7.6019409 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 -0.45 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 11.052246 11.730747 9.000203 10.816119 10.545065 10.281055 4.782021 2.167326 7.630837 3.254775 13.985545 9.348763 10.183424 9.689158 7.838995 8.112756 10.811169 7.342238 10.981094 10.692344 8.746629 8.877929 10.151161 8.288846 7.502703 10.834868 12.656282 10.8837033 10.4211600 -0.8326421 8.1503063 7.0190614 10.8625408 10.8952329 11.7364561 9.6440587 9.4504009 7.3571367 10.0824449 5.5935779 7.4009324 9.0438295 9.1171392 7.5248645 10.2280084 8.8361975 13.4604248 8.2089717 11.8147709 7.2176505 9.8353110 11.2130721 15.1990137 11.6521354 13.9174961 10.3626847 0.1673579 10.0973106 10.3943267 9.7578995 9.0190616 9.4619333 9.6338989 10.0628878 9.8901200 12.0059255 4.4527140 5.5071635 14.7108214 10.9637578 9.5510168 6.5596295 9.3792007 -0.8326421 11.7776453 0.1673579 12.9629463 10.8480940 11.1952185 10.8410632 10.1481661 5.4340978 5.6908752 8.6531417 9.0392176 6.6019401 13.6488559 1.7522776 14.3484259 12.3073434 8.0499558 9.2364534 9.8994799 6.2117073 0.7522348 9.6071433 8.6450708 9.9576610 10.0429850 11.9774824 11.1795878 11.7984895 2.8677581 9.3347307 8.7984896 9.3271839 10.9966388 9.2034860 5.7219003 10.0726995 8.7801811 7.3571367 9.8138711 5.2334011 11.9466215 11.5369098 NA 13.1567957 12.6832587 10.2719113 9.9649740 7.6308372 10.7806415 9.7122770 10.8294512 10.9498029 TCGA-AK-3433 48 0 NA 2192 kidney stage ii t2 n0 m0 16-10-2014 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 2 1 NA NA 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 3.8095894 5.6900036 NA 8.5473712 7.7930980 3.7424698 5.6900036 10.7785148 10.2426974 7.8539807 10.4175891 11.7980128 9.3557792 5.9500671 NA 10.3452152 7.7467595 9.5024394 7.1830448 2.1574965 11.4013636 9.2065802 8.2779327 10.4845809 NA 2.5200702 6.8339704 13.5409053 8.5200796 8.8599298 9.6344003 2.3501577 5.5200796 9.4960868 11.6016370 9.5717418 10.3877016 NA 1.9351203 10.7478293 10.1486264 NA NA 10.3224165 12.9720920 12.2243676 8.8034253 11.7052304 8.6562164 10.9190608 9.3849536 10.4382804 1.3501577 4.8095842 8.4081463 11.8702822 11.4932190 7.1050421 5.6720830 3.7424698 11.6066582 5.0780761 -0.6499554 2.1574965 10.4013636 2.3501577 11.3068938 11.6320847 6.7424725 2.3501577 3.3501577 9.4820117 5.8420083 7.6262792 8.7722195 2.8095791 9.6821912 6.9240286 12.8992173 11.6913955 12.5469104 0.9350825 8.7701148 9.2660341 10.4216171 6.5885587 0.9350825 9.8609189 10.6116620 11.6718009 10.7010938 3.0505888 NA 9.8834844 11.1195669 10.7853040 7.5980823 -0.6499554 11.5580841 9.8717257 3.3501577 10.4094991 7.4376173 9.7327786 7.7510338 9.4162438 2.6720858 NA 8.0154903 11.5747593 8.8854301 10.1510546 8.4638966 10.4540980 7.6309252 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 -0.521 -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 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 16-10-2014 male 2004 2087 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 3 3 1 3 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 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.699334e-06 6.242451e-07 7.0867986 6.4867916 4.6333382 8.6577250 10.4236153 5.0318892 7.9876904 10.6194414 10.5500346 8.7977906 10.3550614 10.4822482 11.3538183 9.5215306 NA 9.8489840 7.0927719 9.6667639 6.1851371 4.6974736 10.9812641 10.8401332 7.9187428 10.2658139 1.4958486 2.6333382 9.0942619 15.8634431 10.3544400 7.7886192 9.6546994 9.2560582 2.4958486 9.8551475 10.3375589 8.4569975 9.8105339 NA 4.9018275 10.5025841 10.8141541 NA NA 7.5917617 11.7057779 11.9054404 8.1251939 8.9536284 8.8463344 10.4913218 8.4453721 8.5597717 0.7589001 NA 8.2771972 10.1561898 9.3711258 7.7361516 8.6001738 3.3438342 9.2073321 6.4593119 8.4890588 3.8743445 8.8195676 3.2613653 10.3531962 9.7475564 8.7977906 NA 0.1738950 9.1208154 10.7714962 6.5226380 8.5003388 4.4593136 12.4176782 2.6398804 11.9470484 9.6597385 9.4147005 10.0473533 6.7208038 7.8673961 11.7626238 8.8087203 3.8177665 11.2679869 10.1031675 11.9145332 9.9069246 6.8881551 -0.8259772 9.3575445 10.8054864 9.8560260 7.6168524 4.2183007 10.5996496 7.2092028 7.5182054 10.4057303 10.6225418 9.0912812 11.6602414 9.8276499 4.1739109 NA 6.5832994 11.8062228 7.8105337 9.3350410 7.9519864 10.7489756 7.0987217 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 -0.343 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 10.038869 11.735197 10.576388 10.441281 9.448870 11.173205 2.633338 3.633338 8.407529 5.080798 12.874674 9.699097 10.687637 7.747064 8.162594 8.799618 11.354129 6.751338 10.471399 10.116424 8.419462 8.554457 10.239197 7.657725 7.000458 11.092772 13.221289 9.523743 10.080048 0.173895 8.368666 6.363734 10.103168 11.501462 11.026439 9.632316 9.231901 6.583299 9.742815 6.459312 3.633338 9.458155 8.661749 5.128104 9.902680 9.902680 12.924407 9.656717 12.455549 7.043102 9.822267 9.820468 15.188191 11.240335 13.416711 10.223758 NA 11.525401 9.471972 10.171794 8.768234 8.500339 9.419462 10.020183 10.322386 11.946636 1.495849 5.888154 14.462518 10.685168 9.515984 5.915375 9.909465 NA 11.255393 0.173895 12.574388 10.832991 10.693054 10.6194414 10.3550614 5.3236547 6.9876904 8.9503421 9.0987217 6.1851371 12.4457938 2.4958486 13.3077738 11.6292364 8.4123141 8.7816463 9.8691374 4.6657623 1.7588575 9.4003215 8.6209925 9.5959739 9.3363006 12.1189872 11.4739757 11.3842761 -0.8259772 9.7208036 8.9569073 8.8778126 10.3089772 8.9404381 5.8321204 9.5576134 10.3140999 6.6817037 9.1208154 3.8177665 11.7626238 11.0508098 NA 13.0097622 12.7547566 10.7442393 9.8560260 7.6001738 11.3048015 10.5424156 12.1522693 10.2419686 TCGA-AK-3436 40 0 NA 2044 kidney stage iv t2 n0 m1 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.48.0 NA NA 3 NA 2 3 3 3 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 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4.161634e-07 6.6925653 6.8025383 9.3461026 8.5927751 8.9124053 3.6193191 6.8798442 9.9863674 9.7665216 6.5579155 10.2086558 11.3008480 10.9819912 7.8189892 NA 9.4627143 7.5696293 9.0990969 8.2583559 5.2042777 10.5884634 8.8751322 7.5221939 11.2804297 2.4937754 1.3562565 8.6545741 15.6334680 11.3633096 8.2775283 11.2392310 9.1323864 2.4937754 9.5191770 9.7554534 8.1687804 9.4710657 NA 0.0343566 10.5735130 11.3301232 2.2042659 NA 7.7278415 11.9832689 11.8765081 7.2291110 8.9650916 8.7173488 10.2976234 8.0399790 7.4437450 -0.9657843 NA 8.2389254 9.9950803 9.0258760 7.3011404 9.2858366 3.0343566 9.1967455 3.8923327 7.9502334 6.1218174 10.2757416 1.8416914 9.8238879 9.6202558 7.5927747 NA 4.7067792 8.0539449 2.0343566 6.3104783 7.9230975 3.2822767 12.6811379 4.7386706 12.4788515 10.0180604 8.7758213 7.9797979 8.0760133 6.4606197 11.6098935 10.5186736 -0.9657843 11.0705279 10.2272635 12.5902614 10.8636806 8.1111696 0.0343566 8.1532951 11.3503302 9.0773816 8.8672441 6.4089598 10.5401657 8.4093935 8.9230975 9.4180586 9.0719013 9.7032392 10.1284320 9.4522066 2.9412378 NA 5.7067792 11.7886154 6.7278415 8.3426934 9.1828308 9.6221318 8.5735131 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 0.000 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 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 1745 kidney stage i t1a nx m0 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.49.0 3 7 2 1 NA NA 1 1 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 2.5576061 4.2421070 NA 9.4722049 7.4950851 1.0721744 6.0448728 10.3144007 9.2757721 6.9742528 11.8274008 11.8550138 10.3034005 7.0631340 NA 10.8393706 6.7160361 11.2723423 6.6927661 3.4506966 11.1545946 7.9301601 7.8535391 9.9742530 -0.2498223 -0.2498223 6.7670602 13.6471986 10.2703788 8.8136462 10.9301604 2.9201789 2.7502420 9.8923584 11.9724424 7.0402700 10.4554517 NA 1.0721744 10.6735788 10.4558836 0.3352546 NA 10.3677188 12.5156410 11.0217143 8.5101395 12.7606045 9.2107071 11.0914921 8.8626907 10.6518725 2.6571369 3.9597053 8.4048874 11.3582750 9.1143860 7.9301601 6.2894103 3.2738142 9.8891631 4.6809882 0.7502635 4.8377162 11.1404202 2.0721744 10.3695543 10.6378527 5.7160361 -0.2498223 1.5576307 9.5648337 8.1890432 9.6787697 9.1078032 4.7946446 8.8109472 5.8955208 13.5873864 12.6859689 12.4741255 4.9597053 8.3483037 10.4649261 10.0693589 6.9301601 2.5576061 9.9132720 10.3649612 11.5610237 11.4649261 4.4781694 -1.2498223 9.3276802 11.5160926 10.9904464 9.4984442 -1.2498223 11.0920480 9.2799942 3.7044515 10.4904537 9.2411023 9.4601966 9.8980922 9.4627783 0.7502635 NA 7.2659507 11.5493305 8.7670595 10.1822712 3.8795391 9.1564563 7.3832464 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 -0.675 -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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.49.0 3 7 2 NA NA NA 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 -0.0185857 1.7183507 NA 9.4090279 7.8922587 2.2037650 7.3907571 11.1145080 9.8372725 7.8558346 11.3423957 12.0190272 7.3002848 6.5763120 NA 11.4866812 7.1810379 9.8912589 3.8558303 1.5663281 10.8955017 6.3736830 7.7539555 10.1939838 -1.6034021 -0.6036213 6.5562746 14.0104517 8.8068547 8.5243975 10.0951079 1.2037650 1.5663281 9.6371947 11.3352478 7.8822328 9.9538670 NA 1.9813778 10.4671951 10.3527795 NA NA 10.9514717 12.7583471 12.3797533 8.3182441 13.0606839 11.1372382 11.0824661 9.1487839 10.4641737 NA 2.8558303 8.8121452 11.9238803 11.0675021 7.1744803 6.1843061 1.5663281 11.3471415 7.8142556 NA -1.6034021 10.0877107 -0.0185857 11.5770895 10.5569051 5.8310310 NA 5.7887196 10.2824809 11.1389233 8.1445960 9.2387537 7.7406989 9.7205839 8.4883941 12.7406299 12.8207606 11.7864379 3.3505963 8.3935827 8.4284490 9.5973019 5.0688299 2.3964061 10.4881692 10.4772208 11.8248944 10.5023118 2.7887275 NA 8.7801076 11.0899774 11.0062746 10.7409766 NA 11.1843059 10.9125466 2.3032839 11.0942397 9.1973032 9.2245398 8.0670595 8.0348391 5.2418936 NA 7.4435271 10.7670907 8.9991023 10.2976473 4.7714419 10.4523636 7.7822657 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 -0.89 -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 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 16-10-2014 female 2006 1470 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.49.0 1 5 1 NA 4 2 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 2.392939e-06 7.629662e-07 6.6682894 6.2539779 NA 9.6493399 9.6078368 4.5571711 6.8562886 10.6228370 10.4959233 8.6995943 10.5653973 10.7041256 10.3333773 9.1413467 NA 9.9418339 7.5310032 9.5331023 5.7049245 6.2741964 10.9638961 9.4171006 7.7228984 10.1839795 NA 0.2998308 8.8729562 16.3626058 10.5392316 8.0054146 10.1919455 9.8517308 6.0378742 9.6578840 10.5110622 8.3651982 9.7658588 -2.6999349 4.3978166 10.3775994 11.1288112 4.7509923 NA 7.5104532 12.2227383 13.5702053 7.7612620 9.0950103 8.6523775 11.1303965 9.5474132 8.3214564 NA -2.6999349 7.9801419 10.8469178 10.0998732 7.2597837 9.6027067 3.8928379 9.8783908 5.4083077 7.8610702 2.2066745 8.9557600 3.3872385 10.7498336 9.5240854 7.9897805 NA NA 9.7107636 12.3801418 5.4646879 8.9467908 5.5944022 12.9238923 3.5193406 11.6308391 9.5969851 9.5064915 11.1572773 8.7328461 8.1546505 11.2296879 9.1562077 3.4697037 12.1022481 9.8275036 11.7560725 10.2354998 6.0941981 1.4697297 8.5483029 10.6466477 10.3912176 8.5851845 0.8847151 10.7943878 8.5357964 5.8389417 10.2295955 10.9043355 9.0378744 11.8683322 9.8519710 5.4083077 -1.7004037 6.9071130 11.8629785 7.5201606 9.7200056 7.2983724 9.7712034 7.4772021 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 0.492 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 10.582436 11.600564 12.680446 10.116966 9.569201 11.574524 1.692115 1.387252 8.113564 2.621712 12.135537 8.286151 8.021736 9.395209 8.264766 9.052581 11.450878 7.097443 10.928797 7.220135 8.768406 9.106360 9.432960 7.925491 7.438054 11.220786 14.337372 9.3621656 10.2576098 NA 8.8208918 7.4709590 10.3036515 9.9761802 11.5714641 9.0559215 9.2626781 7.1231499 9.7522810 6.8095572 6.2770623 8.5782315 5.0277026 6.6103944 8.3951794 9.4229337 13.0177799 8.7663686 13.5937747 5.5139549 7.1530919 10.7228982 16.2145761 11.0931824 13.4013682 10.4657884 0.8847151 10.8183125 11.0887044 9.9416083 9.0450364 8.9467908 9.9719866 10.1263307 9.9577705 11.7247352 1.3872522 5.7427258 13.4374485 11.6086901 9.5432538 7.1499686 10.7077138 NA 11.3730871 NA 12.5411324 10.9359412 11.0315255 10.6228370 10.5653973 5.5092366 8.6507215 9.0023878 8.5583484 5.7049245 12.8903588 2.7592198 14.2158833 12.4081025 8.1530919 8.7953527 10.7053226 5.2655682 0.6217120 9.4364530 7.2422967 9.5589370 9.8459532 11.3539626 11.2243164 10.1085454 -0.7001692 10.6450489 8.1701469 8.8524515 11.1423290 9.1961147 2.5092398 9.9252628 7.3165902 7.7673880 9.7107636 5.8505294 11.2296879 11.4913813 NA 12.5973434 13.0433807 10.8597568 10.3912176 7.5249898 10.9568773 11.0212019 12.1098040 10.3267084 TCGA-AK-3445 69 0 NA 1280 kidney stage iii t3a nx m0 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 3 3 NA NA 3 3 3 1 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 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.9136640530 8.3764892195 9.1804311019 2.9061786904 9.6103036386 3.9061690677 6.9765583956 3.6431404355 9.2340962626 4.5842409728 10.5060823067 9.9329694222 9.5011160552 NA 3.9061690677 9.5139928222 4.8066333941 9.2531263117 8.1311356900 7.0814280461 14.3224391749 3.5842409728 11.5950025393 9.4484275305 9.2672359077 4.1285656131 7.6892767930 7.8447691506 11.0247645097 12.2348443692 3.8066333941 11.0747579560 11.1009262834 11.4062809655 9.6494331349 9.1051872426 0.9992784721 7.7936949886 10.8712918464 9.9650630454 8.2613737876 0.9992784721 10.5968658377 8.5267558693 7.7806388417 9.7075006335 11.1372305591 9.9829850211 10.4081392797 10.5710314949 3.9992784721 -1.0005771935 6.9534747825 11.5936034495 8.4318205814 9.8619161397 8.5861184477 10.5828317318 7.4911315684 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 -0.452 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 -0.452 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 16-10-2014 male 2006 1217 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.49.0 3 7 2 NA NA NA 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 3.85328710 2.53136898 1.53136898 7.14607068 6.43825126 -0.05364343 1.94639400 8.02854760 8.60460994 6.82904150 10.62851535 12.04935846 5.92367928 7.53885550 NA 11.13930781 4.80437887 8.33871588 7.63988548 3.75375427 9.25928143 7.61173453 6.63289926 8.53136118 NA 2.53136898 4.99079153 14.58081261 7.19432644 8.94075199 10.37894051 3.26832959 0.94643144 8.99896664 10.07051988 4.70128844 10.43423863 NA NA 10.23756933 11.20908070 NA NA 11.01046768 10.14852234 13.67431903 7.58302333 10.80282410 9.01786096 8.41807396 7.69459121 8.66407496 0.94643144 1.94639400 6.51625474 10.29623266 5.50098684 5.46996084 4.64683660 4.75375427 8.96320677 -0.05364343 1.94639400 -0.05364343 14.20503822 1.53136898 8.81367731 8.77612143 3.53135651 NA 1.53136898 7.54631109 10.26154809 9.50290458 6.25017902 2.75375427 8.34300356 7.35528061 15.44686704 11.71871314 10.98257218 2.75375427 2.26831461 7.23180102 10.21318516 4.75375427 1.53136898 9.60817663 8.13127411 11.67686870 12.19551204 3.85328710 NA 8.30395057 10.97045084 8.14607068 4.53136274 NA 8.63289926 5.43825292 5.56110920 10.17881944 6.26832584 11.40326634 10.66920610 7.66064416 2.26831461 NA 4.53136274 10.78481468 5.82904276 7.39760961 4.75375427 7.61173453 6.30395057 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 0.000 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 7.075681 12.969287 1.531369 9.740814 5.753754 6.136222 1.531369 9.252460 9.869726 NA 9.407878 7.870974 4.194323 8.573969 9.467174 8.450224 9.395547 8.760180 10.430214 8.208493 8.795021 10.429166 13.191559 4.590255 8.604610 9.682800 11.868611 6.43825126 7.77294727 NA 6.51625474 7.03386125 9.95482721 15.15238269 7.77928862 6.19432546 7.85328897 5.37266311 8.20849336 3.75375427 5.19432743 9.49906774 8.26832678 10.82751253 9.41400421 7.22252252 11.03783395 7.53136118 12.41908943 5.28945088 14.54346180 6.81676352 13.16904257 7.08595040 13.74456658 7.25928190 NA 9.14852234 10.23872023 9.44225370 9.77612126 6.25017902 10.40480522 9.43021438 7.01248822 11.88891308 -0.05364343 6.79188829 15.34145100 14.38875897 6.01248822 1.53136898 9.20849336 NA 11.28234713 0.94643144 13.04804603 9.80069044 10.79502149 8.02854760 10.62851535 -0.05364343 3.64684236 10.09487511 6.67431940 7.63988548 11.92367850 4.94639868 11.71623644 8.09105661 6.97982186 6.19432546 12.89822967 NA NA 8.91794218 8.14115533 10.81290481 8.13622318 12.74689407 7.33010300 7.63988548 NA 11.12568571 8.24101928 10.46111259 8.91218278 7.29512698 NA 6.67431940 2.75375427 9.00439043 7.54631109 6.90059515 10.21318516 10.29844204 NA 12.25359939 14.25530638 12.64553721 8.14607068 7.50864098 11.41858169 7.92367868 10.59612181 7.49174890 TCGA-AK-3450 85 0 NA 1779 kidney stage i t1a n0 m0 16-10-2014 female 2006 NA NA NA kidney clear cell renal carcinoma no NA NA white not hispanic or latino 63.51.0 NA NA 3 1 NA NA 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7.629662e-07 6.1343914 7.1726615 -1.4046873 9.5810750 9.5881714 4.4281223 7.7037576 10.2399907 10.4422866 9.4033928 9.6640113 10.7639052 9.9450672 8.8467155 NA 9.8258540 7.3634173 10.0750134 6.6773828 6.3025914 10.7418018 9.3417474 7.5696475 10.1719252 -1.4046873 1.5952172 8.0750132 16.4916778 10.3863959 7.1801956 10.5218997 9.2948054 5.2676594 9.6252104 10.4465917 7.9439612 9.8168202 NA 5.8144017 10.5281860 10.7604542 3.6396258 -1.4046873 8.4360111 11.9311816 12.7057980 7.8713576 9.8467155 10.0795525 11.1728979 9.1000520 8.5021237 0.1801479 NA 8.3434260 10.5096183 8.5170741 7.6613221 7.6586285 3.5697584 9.7645318 5.1343935 6.5081228 2.0546749 9.9544336 2.5952411 10.5817862 9.9423007 8.0067440 0.1801479 -1.4046873 8.7551046 12.3311064 5.4900502 8.5682130 4.2956716 12.6681193 1.9639919 12.2514345 8.3534565 9.0719793 11.5196745 8.1988595 7.1109332 10.9137759 8.8990140 2.6826857 11.3066850 9.8484896 11.4530197 9.3492854 5.7037569 0.9171644 7.8990137 10.8782809 9.5846275 7.3299425 2.6826857 10.7610822 8.3467770 5.6613221 10.2304977 11.0062143 9.4328611 11.4993032 9.4422904 4.0546662 3.8046835 6.3567847 11.4023868 6.8852522 8.9854019 10.0241166 9.7135254 6.8288524 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 -0.572 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 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 1481 kidney stage ii t2 n0 m0 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.48.0 NA NA 1 NA 5 2 3 1 3 2 NA NA 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 2.288899e-06 4.508437e-07 7.1657763 6.7356995 NA 7.9994533 7.6512031 2.5219302 4.4812796 8.4991997 9.1168664 6.9369571 9.6281192 11.2656323 9.2392154 6.8032064 NA 10.4473919 6.8833764 7.5903999 8.6671445 7.3003617 9.7613857 10.2915741 7.7949383 9.6043173 -0.6479195 5.2827326 7.2768074 16.1675032 10.6517752 8.1593497 10.8775157 8.4812779 4.2099758 9.1848848 9.8236701 8.4099866 9.5479821 NA 1.9369677 9.8969593 10.6397072 0.3519675 NA 5.9813504 10.2099758 12.0202150 7.5614483 8.0799151 8.4579033 9.1218326 6.7356995 7.4072771 NA NA 7.5516675 10.2254389 8.0558984 6.4605198 8.9237476 3.5999247 8.1943452 0.3519675 6.1068822 1.3519675 11.8473502 1.6739182 9.1864659 9.6129144 6.3061911 0.3519675 -0.6479195 7.9294235 13.6985086 6.4605198 7.3743622 2.1593386 13.1740677 4.2054942 14.0582210 8.9275341 8.2315778 10.8093757 4.6739238 7.0384954 10.7056930 8.1431577 2.9369488 11.2671273 8.8236701 11.8906688 10.8848377 6.4915469 NA 7.0730940 10.4484069 7.5269202 6.7007227 3.3519957 9.8804489 5.3061893 6.9369571 10.1018642 9.8488486 10.6597648 10.8363142 9.3264095 2.3519957 NA 2.9369488 10.0454817 5.3292743 7.6466156 7.1333549 7.8833764 6.2708578 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 -0.530 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 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 1397 kidney stage ii t2 nx m0 16-10-2014 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.49.0 3 7 2 1 NA NA 1 1 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 3.912266628 5.821294386 -1.579490650 8.713887204 7.205050333 3.668346088 6.691878885 10.780439538 10.141087363 9.399840792 12.009481440 10.347823199 8.468902577 5.580287214 NA 10.821028211 6.539357362 9.676034280 0.420401554 4.760263535 10.916520310 9.758594836 8.053410599 9.851270562 -1.579490650 5.148336246 6.290780094 15.126034429 9.515812569 7.470264341 10.339278823 4.812734377 8.321282344 9.667749700 10.379693083 7.766929031 9.950821812 0.005328121 -1.579490650 10.775215852 10.396263546 0.420401554 NA 11.041780626 12.027861464 11.508044118 8.126047755 11.508044118 8.528940072 10.792736457 8.942997082 9.893613853 NA NA 8.650436082 11.292705668 6.769143597 7.953745398 6.916270019 4.303057393 10.080411438 3.005382021 NA 0.742351209 10.682804055 2.812724110 11.518283092 9.608386054 6.409100671 NA 1.420401554 9.688957494 4.687200695 6.221314506 9.203413834 6.362929206 10.512181446 8.993153521 13.344392912 11.205868009 9.860246485 11.060208399 -0.579490650 8.193554929 10.768036904 5.528940072 0.420401554 11.322790636 9.428143648 11.068997822 11.402517864 6.459334889 NA 9.317504645 10.959036119 11.321848125 9.135519479 1.227741076 11.255676456 10.340362647 7.358024322 10.005378091 9.712737113 9.037882949 11.346340810 9.738393437 2.590338533 NA 7.766929031 11.510858795 9.393395392 9.545829018 5.855042867 8.787830423 7.666324855 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 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 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 16-10-2014 male 2006 874 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 3 1 NA NA 2 2 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6.242451e-07 6.7724281 7.2053866 4.4879751 9.4734513 9.6625158 3.7875369 7.6843713 10.6737391 10.8126740 9.1229248 9.9309177 11.0275306 10.7721903 8.9682725 NA 10.1199440 7.9986113 10.9198199 5.2578555 6.0099271 10.8195801 9.3973287 8.1625736 9.9202954 2.0099204 2.3725064 8.9125172 16.1629076 10.3146855 7.6640511 11.9031200 9.2442311 3.9030093 9.6553280 10.2649554 8.0115359 9.6272632 NA 5.2900336 10.2966495 10.6457745 2.5244900 NA 6.9304925 12.1785990 11.9519176 7.8785292 9.6130233 7.8995394 10.8736707 8.9748866 9.4343930 NA NA 8.3762491 10.9075563 8.8925698 7.1769869 8.5029245 3.4120227 9.5765246 5.2137983 8.6517205 2.4505119 8.8024847 2.9574503 10.8947515 9.1769864 8.9296416 0.5244649 1.2025744 9.1784199 13.2979277 6.2193796 9.3350716 4.7417312 12.6748185 3.9318532 11.6460335 9.3979441 8.9921056 10.3140337 4.0605490 7.9253794 11.6047846 9.9283643 3.4120227 11.7373611 9.8103645 12.0330871 9.9112248 6.3624436 -0.2124004 8.5862761 10.5584295 9.8342037 8.6783054 2.7103711 10.6332858 9.0361896 5.2686627 10.1794940 10.8774262 9.2414908 10.9939383 9.4676009 4.8297430 0.2025118 7.5579231 11.6224005 8.2455993 9.4722831 9.0605530 10.3166396 7.1064541 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 -0.122 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 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 16-10-2014 female 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.49.0 1 5 1 NA 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.629973e-06 3.468028e-07 9.1632771 7.4047346 2.2149019 8.8616487 8.5021603 3.7509602 8.0753759 10.0889691 11.0610271 10.4618879 10.0312536 10.5877749 10.4116349 8.3666877 NA 9.9028104 7.0728904 10.0846579 5.9373750 6.5511930 10.5150335 8.6226024 7.8673961 9.8464507 1.7003509 1.4779363 7.9883785 15.8036011 11.1376429 7.8442664 10.0993857 9.1373455 0.4779881 9.4116349 10.2171622 7.8901615 9.7618043 -0.1070262 5.5934225 10.2718184 10.4379462 3.7003398 0.8929738 6.0828069 11.5684978 12.3506191 8.1048702 9.8066192 8.1621083 10.5816692 8.9346409 8.4418038 NA NA 8.3646569 10.3202946 7.8957970 7.0828058 8.7633465 4.5934195 9.5177772 3.9804458 7.4891712 0.8929738 9.6183481 3.6478671 10.2160365 9.5768537 8.6808845 NA 7.7099654 8.8043737 11.0154862 9.0963299 8.1921897 4.7998748 12.0362055 2.6638000 11.8418964 9.6512049 9.0001989 11.2092633 8.9455498 6.8816658 10.5237039 7.4704108 1.7003509 11.3408398 9.6710589 11.9397647 10.3431619 5.0015050 -1.1068708 7.5076916 11.0189892 9.5323224 7.0778572 1.4779363 10.3843338 8.4494879 5.3687160 10.6804763 11.1556639 9.6226024 10.1789618 9.6327624 2.7003287 2.2149019 5.9590700 10.6747512 8.2058646 8.8442664 6.0629074 9.4798215 7.0877386 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 -0.563 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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 50.48.0 3 3 2 NA 4 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4.93770220 7.89938291 4.30543069 10.04014133 6.57596122 3.62736170 5.45923815 10.93442406 10.52363174 9.53328826 10.68307611 10.91682548 9.50608518 7.92601840 0.56842131 10.13388559 7.74837536 9.20146135 5.26890593 5.96078275 11.16837904 10.86767419 8.09202821 10.09030869 3.50707153 2.56846996 9.00170374 15.35973084 10.66034226 7.48732958 10.08679146 9.69431017 3.79085543 9.35528039 10.63545232 9.46631164 9.77791954 2.15341624 7.14841048 10.44139747 10.95935163 1.30544528 -1.01654119 9.40556846 12.61638531 12.66792358 7.56470435 11.19721546 8.23143097 10.63813974 8.75993677 9.00448370 -1.01654119 -0.01654119 8.67350166 11.19234769 6.15342840 7.29184296 7.44702783 4.11278352 10.97785710 2.30544528 3.68394343 -0.01654119 9.62012835 4.11278352 11.52047936 10.85810085 6.98912879 1.79085543 5.52266156 10.29752034 7.12305467 3.44293023 9.34873258 3.84148006 11.57245249 6.14760587 12.13721403 12.47397854 8.96792222 10.76609247 6.25962841 7.89339680 11.86920004 7.95504713 0.56842131 11.01348103 9.99053089 11.66100311 10.75168799 5.42644592 -0.01654119 8.16341269 10.60802957 10.63679661 8.42229566 1.56846996 11.43316822 9.85386843 7.33665026 10.35201009 11.56799647 9.10633157 10.70673800 9.22905648 3.44293023 1.79085543 7.73504756 11.43934461 9.03335224 10.38811310 4.44293686 9.92528486 7.45517924 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 -0.492 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 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 16-10-2014 male 2007 1168 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 1 1 NA NA 2 2 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 7.976465e-07 2.080817e-07 7.7185096 7.8750526 7.2657801 8.4363334 8.7246970 3.4413507 8.4058528 9.1510097 10.8615455 8.3981310 9.9657843 10.8526270 10.3185503 8.2770512 NA 10.4444789 6.8563894 10.3753699 8.3185505 5.3799501 10.2972580 10.3076000 8.1200491 9.5466080 1.2714257 1.2714257 8.1813193 15.9160291 11.8955364 8.7652818 10.0527861 9.1153475 3.3588885 9.3720887 9.2285284 7.6421138 10.0379553 0.8563882 5.0787806 9.7949883 10.8159079 2.5933538 NA 8.0429157 10.4173586 12.0957885 8.4160848 8.4237114 8.9367622 8.9314222 8.5122178 8.6223656 2.5933538 NA 8.1783168 9.6648168 8.6355611 6.8638840 8.7102182 3.3588885 8.8620133 4.9438510 8.3903676 3.7949876 10.3910160 2.7308573 9.7871262 9.3615388 8.1962387 -0.7285743 2.8563882 7.8488551 9.1262948 7.3851687 7.8183208 4.9438510 12.2538853 3.4541232 12.8925625 9.9535432 7.9614242 8.5637481 6.3482413 7.8260152 11.3545733 8.8008569 3.3588885 11.1086601 9.4857456 12.4048897 10.9256149 6.5193532 0.8563882 7.8563888 10.9134329 9.1873058 7.7632794 6.8713398 9.1043165 6.9925260 6.0787806 10.7552422 9.9718661 9.8888939 11.1854377 9.4808798 2.8563882 4.7632788 5.6289777 9.7257257 8.0723261 8.7910626 8.0560611 10.3442289 7.6157223 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 -0.303 -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 8.304850 12.254776 10.490595 10.221982 7.706055 11.050735 2.271426 1.593354 8.245841 4.519353 11.771770 9.893625 7.783179 5.527305 8.679544 9.260111 10.483315 5.556828 10.695068 9.376025 8.724697 9.919379 11.835209 8.110630 8.026314 11.054834 13.050633 8.2110054 9.9848129 -0.7285743 7.6333702 6.3048487 10.6168317 11.0133146 9.9588021 7.7989033 8.1356123 5.5382122 9.0495036 7.7102182 8.8934781 8.0196191 5.5568279 5.6637431 7.8563888 9.1707833 12.7057940 10.3165034 12.2661334 6.8151540 11.5571176 9.1479434 14.6751042 10.7323942 15.3370529 9.5763481 1.2714257 10.3287412 8.2343226 10.1895443 9.2572683 7.8183208 9.9035128 9.8134909 10.5151954 11.8204891 5.8105845 5.4808790 15.3890912 11.7542343 8.4007095 5.1043157 10.2307039 1.2714257 11.7935175 NA 12.5288143 10.0518104 10.0379553 9.1510097 9.9657843 4.9718654 6.5568279 9.6850543 8.9134780 8.3185505 12.1259013 3.7308573 14.0701513 11.6650850 8.5568287 9.1308369 10.6328219 5.5193532 -0.7285743 7.9080509 6.3903667 9.0755575 9.7336321 12.4355477 10.1858116 10.4717120 2.0787806 10.3838659 8.2937944 9.4624857 10.8930205 8.7930268 3.2714257 9.3103453 8.2168700 8.4513356 7.8488551 3.8563882 11.3545733 11.3789704 0.4667576 13.0153141 12.8221732 11.1658652 9.1873058 8.2110054 10.8829123 9.6723058 12.6189744 10.1124953 TCGA-AK-3460 58 0 NA 951 kidney stage i t1a nx m0 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 1 1 NA NA 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 4 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.803375e-06 5.548845e-07 6.6632222 8.3710408 8.1856426 9.1170784 10.1841200 2.2968979 8.6566490 10.6692203 10.9416569 8.8204614 10.0349915 10.8273056 9.8912238 9.5869182 -0.7029847 9.7726328 7.4916559 9.6806036 5.9973398 5.8360579 11.0171436 10.3227309 8.2884213 10.2844831 -0.7029847 2.4668359 11.6086476 15.5788836 10.9294402 7.6632215 10.8514881 9.3710408 3.6188260 9.4093387 10.0839856 8.0782592 9.6300547 0.2968979 4.7887536 10.2423431 10.8224201 2.4668359 NA 7.7273521 12.1044555 11.6060914 8.1734163 9.1266221 7.2912527 10.4848699 8.5353042 9.1564340 -0.7029847 NA 7.9152849 10.3467478 9.4755642 7.4466466 8.8724385 3.2968979 9.6967113 4.9973376 8.6675867 2.8818604 8.0248200 2.9973466 10.5436399 9.5412631 9.0601117 NA 0.2968979 9.4830136 8.0650838 9.5495646 8.5136451 6.1297899 12.3641656 3.6747205 11.6384181 9.5460128 9.2713138 8.7084104 7.4916559 8.7147517 11.6336848 10.4041164 3.2968979 11.4796040 10.0434137 12.2862938 9.8543630 6.2157621 -0.7029847 9.1106806 10.6656513 10.0576192 7.8476462 1.2968979 10.4749417 8.5551121 5.7563321 10.2202268 11.0286426 9.0467688 11.5353041 9.5051337 3.6188260 NA 6.9116089 11.6202356 8.5209011 9.5995382 7.5915201 10.3797137 7.7726326 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 -0.573 -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 9.897741 11.325151 12.228560 10.602961 9.800725 11.373715 3.820465 2.881860 7.697779 3.296898 12.562807 8.835399 6.739843 8.087508 8.466298 9.217252 11.058035 6.990387 10.914367 9.109077 8.885614 9.145444 10.098608 7.907924 7.024819 10.815061 14.405710 9.9675555 10.2870032 NA 8.2655663 7.0179987 10.5112185 10.7419141 11.0273694 9.4287563 8.8686519 7.3081269 9.1517678 6.4054240 8.7168596 8.9886429 8.5683624 5.7887536 8.8086518 9.8096397 13.1933263 9.9990720 11.9033045 6.1457732 11.7473373 10.5642713 15.0404189 11.2507320 14.0699870 10.4099903 NA 10.9890789 9.7481105 9.9362400 8.8724385 8.5136451 9.4491841 9.7573552 10.1833580 11.5677786 4.2968979 5.8968119 14.4300379 10.9046920 9.2698792 5.3192675 9.2202267 1.2968979 11.3296338 -0.7029847 12.6637679 11.1333008 10.9732972 10.6692203 10.0349915 5.8204624 6.7062902 8.7522264 9.0700385 5.9973398 12.9964620 2.7563402 14.3767590 11.9640108 8.5799875 9.3398035 9.9798939 4.6892153 0.8818995 8.9763794 8.4364505 8.9023787 9.9086435 11.4031351 10.9028418 10.7619555 0.2968979 9.2954898 8.0848020 9.0798975 11.3511645 9.8724385 5.2741796 9.4705765 9.9613465 9.1313703 9.4830136 4.9973376 11.6336848 11.3833673 NA 12.8584259 12.2165076 10.5008590 10.0576192 7.8856140 10.1741834 10.4190802 11.8325149 10.4213890 TCGA-AK-3461 72 0 NA 853 kidney stage i t1a nx m0 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 1 1 NA NA 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 1.352531e-06 4.855239e-07 7.55074679 7.20722229 4.34687181 9.24687857 10.58209088 3.76191286 8.22368367 10.98556895 11.09921524 8.51488997 10.31814429 10.64455501 11.25548150 9.53951944 -1.04543143 10.31155908 7.65846072 11.12917069 6.34687359 7.07349786 11.37135455 10.22426811 7.98246316 10.25411993 NA -0.04543143 9.56650391 15.81364284 10.90036661 7.80942538 10.40060645 9.23532785 3.27648178 9.70526398 10.61232209 8.45639426 9.90000093 -1.04543143 4.50914475 10.55818334 10.60426225 3.12447703 NA 8.18577836 12.54116229 11.54373999 8.53387283 9.86069608 8.78110558 10.99381883 8.86894229 9.22485232 1.95456857 NA 7.94891033 10.88010778 9.50048679 7.69939061 8.82646237 4.08301759 10.22951751 3.53951866 7.70610088 4.73591746 8.47222658 3.90875528 11.16401037 9.78902804 9.72108586 -1.04543143 2.41400019 9.86519970 10.19355875 6.73591610 9.38291729 5.59841285 11.80043908 4.52441478 11.29885291 9.31650080 9.58300264 9.41808135 8.25833801 8.08641385 11.96070775 9.83184115 4.31210605 11.40370566 10.30107075 12.00508593 9.77633104 6.95455694 3.70944504 8.87342012 10.80380186 10.50914584 9.49274589 2.95454996 10.90109783 8.87614517 5.95478258 10.29829792 11.28463356 9.06438764 11.68841975 9.64193270 4.16401389 0.53953107 7.92034154 12.16263893 8.21665178 9.66105301 8.14931374 10.93326752 7.13446637 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 -0.382 -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 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 16-10-2014 female 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 32.49.0 3 7 2 NA NA NA 1 1 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 4.8770915 5.7458477 -0.2314134 8.5301187 8.7769962 4.1608879 7.5532023 10.5201116 9.5718916 8.1150811 11.4394451 11.2354088 8.8836113 7.2644229 -1.2314134 10.8088573 7.6814570 10.7568973 3.6265443 4.6512125 11.1745068 9.0643364 7.7081465 10.3508413 1.7685866 3.0164963 7.7881584 13.9956946 8.2584158 8.4462873 9.8692300 7.3422152 2.9384928 10.2538938 12.1172958 9.0814504 10.7926684 -1.2314134 3.0164963 10.7867678 9.9639398 0.3535491 NA 11.4225323 12.7983724 11.0620393 8.9195841 12.3368800 6.9731383 11.4236510 9.3144974 9.7957825 4.0164963 3.2280029 8.1758354 11.1723785 11.1667769 7.8238500 7.8292635 4.3535280 10.5815471 8.2704047 2.8560296 5.8129628 10.8952721 4.1608879 11.1971895 10.4405509 7.6171905 NA 6.4550674 10.0734893 10.2594184 6.2115107 9.2402428 5.1948317 10.2984861 8.8535488 12.2329857 11.7519175 12.9281236 4.8770915 8.1061897 10.2453138 10.5062375 8.3572824 3.3535350 9.8907485 10.4065509 11.7705035 11.0063750 5.0353556 -1.2314134 9.6273258 10.2623079 11.2044982 9.2931093 2.0904809 11.0868279 9.7027375 5.1261180 9.9700790 10.2115110 9.7198524 9.7607978 9.4871004 4.7227666 NA 7.3572819 11.4478277 9.5167604 10.0562799 8.0353539 10.3586868 6.9682394 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 -0.568 -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 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 16-10-2014 male 2009 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.49.0 3 7 2 NA NA NA 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 5.76231426 5.13782318 NA 9.12650883 7.67870576 4.58261019 6.83826352 10.72653877 8.86876608 6.88676229 11.57453572 11.15648801 9.32545118 6.39416426 NA 10.29095388 7.25330102 9.28078214 8.26710736 5.55286272 10.45020293 9.83749296 7.07118667 10.40080634 -0.03209363 2.55286887 8.56222372 14.34690516 9.36450393 7.49928065 10.19190089 8.62611055 2.55286887 9.50899586 11.24227732 8.26939555 10.07053101 NA 1.28983447 10.28304875 12.01570471 -1.03209363 NA 9.38575177 12.21092434 12.51708218 7.61895072 11.22587620 7.97071391 10.09137390 8.22528698 9.09589357 1.96790637 0.96790637 8.55848615 11.03095709 10.03936147 6.44363317 10.76839467 3.49145550 10.98714241 3.36020974 -0.03209363 5.81338872 10.98887907 2.77526129 10.29713489 10.04204058 8.10745040 1.28983447 9.64825870 9.48949958 13.80069030 7.88676229 9.21107305 4.21582612 12.43040143 9.72548913 13.70414252 11.08066446 11.06593125 7.06593092 7.73938841 8.09975597 11.15432295 8.80394962 -0.03209363 10.22646518 9.80157984 11.05403540 11.28587697 5.05536053 -1.03209363 8.49732974 11.38736696 10.62967727 8.13531733 5.37576234 10.54862880 8.04996832 5.81338872 9.96578428 8.75743268 9.70006651 9.11383122 8.46375404 2.77526129 NA 6.14780732 11.21553003 8.57337869 9.50899586 6.00132262 8.36021677 7.32545118 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 0.000 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 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 16-10-2014 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.49.0 1 6 1 NA NA NA 2 2 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 6 0 0 0 0 0 1.491252e-06 4.161634e-07 7.1389332 8.2249066 3.4528853 9.2701778 10.0049958 4.3566720 8.7887072 10.8960955 10.5071168 9.1693446 10.3343439 10.7293091 11.0087106 9.3574464 NA 10.2502323 8.5888008 10.0609307 6.8562400 6.9038300 11.5841607 11.5174101 8.0855282 10.5730740 1.0836559 3.5861522 9.4993925 16.4219403 10.9583760 7.7032592 9.7777184 10.8393729 2.3060289 10.2878143 10.9473208 7.8183604 10.2506506 0.8206487 3.5861522 10.6382396 10.7448350 2.3060289 NA 8.9774580 12.2575361 12.4159671 8.5980361 8.9197012 6.9662943 11.0417201 8.9405949 8.9985340 -0.5012385 4.1425441 8.3331594 10.7486905 9.7631308 8.3204621 10.1904318 4.0247541 9.7678150 7.0948779 8.4160603 3.1425441 9.0808303 3.7840956 10.8090170 9.7418622 9.1262220 -1.5014428 -0.5012385 9.4242427 10.4510655 8.7478016 8.6019761 6.6228089 12.7317087 3.3219281 11.8083067 9.5376073 8.9560691 9.9955420 8.7117926 7.9249532 10.7367943 10.6156820 3.8562388 11.2485577 10.1799266 11.8319834 9.4659145 7.4470551 -1.5014428 8.9249529 10.9148207 9.8704649 8.3028194 4.7180492 10.8166661 9.3044321 6.1133984 9.7840905 11.3431979 8.7548969 11.3715555 9.7806183 2.9581188 NA 6.9905408 12.1468211 8.4205291 9.9945432 7.4557900 10.4153142 6.4816816 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 -0.677 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 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 16-10-2014 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 2 3 5 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 6.5206093 7.4221026 NA 9.6994824 8.5349639 5.4251874 7.9663353 10.5875587 10.6630219 6.1841811 10.9156713 10.6779757 9.4826021 9.1658489 NA 9.3459871 5.4973377 9.8924461 9.6356418 5.2962922 11.0742147 11.3684050 6.8309487 10.5368195 -0.4451656 7.5688446 10.9447244 15.4734196 10.3971746 8.0244660 9.0803451 6.0060354 -0.4451656 9.7378392 10.4485050 10.1955211 10.1514799 NA 8.9988036 10.6837851 10.5093841 NA NA 10.4166865 13.5976378 7.7446489 8.1397867 12.0296709 9.5491776 10.7551098 8.1823581 4.9977666 -0.4451656 NA 8.6828184 9.9046583 4.3097146 7.9768889 4.9810900 0.8767232 11.2697136 NA NA 8.7642775 9.1841808 4.1397887 11.0959208 10.8189736 10.1800765 0.1397314 5.3230097 10.2954482 -1.4453620 9.8157437 8.8991200 6.1397867 13.3798327 3.0076799 11.3775942 9.0376321 8.6943756 NA 4.5992166 8.7581722 10.5999012 10.1686137 5.5090212 11.1830419 11.6597505 11.9818751 10.8781605 8.7654956 1.7247376 10.8651530 11.5388812 10.9137501 1.7247376 5.6763577 11.3484275 8.7272517 8.3734063 9.8436903 10.7800317 10.0157919 10.3653959 7.1322529 5.4566550 NA 7.6737656 12.1327250 10.2009328 11.1869106 7.1695342 9.5119262 8.4081340 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 -0.667 -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 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 16-10-2014 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 3 3 2 3 3 3 3 4 NA NA 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 4 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.011456e-06 3.121225e-07 8.0863406 9.5214940 7.0624272 9.0952063 9.0503210 5.9144378 7.3851592 10.7913335 10.6186402 7.7961746 10.2654587 10.6893061 10.6729488 6.8177614 NA 9.3294753 7.0421934 10.4826050 3.0340220 5.3025092 10.8729367 12.7674199 7.4844806 10.7337463 -0.4254625 3.3819478 8.8726503 15.4204330 9.5774028 7.6135066 10.3323943 7.6433663 -0.4254625 9.2381458 10.3088739 9.9299388 9.7730327 -1.4254625 1.7445056 9.9244218 11.7398087 NA -1.4254625 8.4799746 12.4526386 10.4897201 7.7294059 10.5403720 8.2973950 10.9507131 9.0893016 9.3963616 0.8965431 NA 8.9032628 10.4102434 7.8129923 7.2039440 10.5167356 4.4074751 10.0779166 3.5287838 4.4074751 5.1892988 8.3883691 4.7445110 11.1349205 9.4994003 9.3485511 0.1595000 4.0981500 10.2179929 7.7569819 6.6831125 8.9626048 6.5112261 12.7602375 2.5889484 11.8644625 10.1846898 9.7019373 8.8998931 7.2715555 8.2292236 9.9971781 9.2973953 4.0340220 11.6915814 9.9749335 11.8820732 11.1793726 8.8715039 NA 8.3883691 11.2483384 10.7696522 7.5774024 8.7165798 10.7745667 9.3761425 7.4155229 9.7344590 10.9141594 9.1539036 11.2285523 10.6426942 4.8599894 1.1595646 7.9669051 11.5950468 8.9144378 9.7224286 7.5830166 10.7566717 7.1892978 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 0.183 -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 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 16-10-2014 male 2009 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 3 3 2 3 3 1 3 2 NA NA 0 0 0 5 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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 9.710479e-07 8.9173721 7.3531468 0.0000000 9.0154151 9.1241213 5.0223678 8.1522848 10.2626821 10.5896511 6.5698556 9.7210992 10.7685979 10.0498485 8.3264295 -1.0000000 10.3728651 7.8856964 10.3032099 4.7548875 5.8579810 10.3971398 10.5260101 7.5545889 11.0655912 3.3219281 7.8073549 9.2900188 15.1594772 9.1699250 7.9158794 9.9534690 10.0402897 3.9541963 9.9758480 10.5971214 8.7665289 10.3258676 0.5849625 2.8073549 10.9259253 11.3780239 0.5849625 -1.0000000 8.0633951 11.3850535 11.6156296 8.2644426 8.8734441 8.1848753 10.6786001 8.3196721 7.7108064 0.0000000 1.5849625 8.4978518 9.8895040 8.4532706 8.2455527 9.8818787 2.8747970 9.4062050 4.7813597 8.0251396 5.3037807 10.5269882 4.5849625 10.3933905 10.8013042 8.9292584 0.5849625 3.9541963 8.8719052 7.2191685 7.2807708 7.5887146 5.4093909 13.3462367 3.7398481 12.8516515 10.0313566 9.6420517 9.9578276 9.2772874 6.8137812 10.6759570 9.1072171 4.3923174 11.1263818 10.3442959 11.7632124 11.2541428 9.1947569 NA 8.3014962 11.3763669 9.7706639 7.6582115 4.0874628 10.8517490 6.8931195 7.1446582 9.8384161 11.2520740 10.0874628 10.6082548 10.4797803 3.8073549 NA 6.3923174 11.3456824 8.2691267 8.7632124 8.5391588 10.2324209 6.2761244 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 0.472 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 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 16-10-2014 female 2009 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 1 3 1 1 2 2 2 3 NA NA 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.566341e-06 8.67007e-07 8.0007916 8.9199955 7.6330599 9.3673636 9.8401754 4.5439351 7.7693539 10.6301482 11.0126578 8.4067841 10.1574887 10.4465751 10.2691833 8.7903720 NA 9.8351273 7.3268357 10.5553805 6.1003280 7.6129754 11.0094603 11.0897691 7.8372930 10.6143401 1.4564908 -1.1284717 10.6499965 16.3350569 9.8924886 7.0313798 10.7059796 9.6667365 3.3950765 9.5492283 10.3411504 8.3553242 9.7075590 NA 5.1194350 10.2982975 10.3950706 2.1934248 4.3309384 7.0563841 12.3739675 12.1697144 7.9429707 9.4667662 8.0979210 11.4718862 9.5509888 8.8066737 NA NA 8.3793034 10.2835491 9.5054120 7.5509884 8.2766502 3.9817066 10.0364156 6.0212554 7.7723753 0.4564908 7.9483240 3.7783978 11.1435552 10.0973186 9.5090392 -1.1284717 -0.1284717 9.6330599 6.8257055 5.4260970 9.1545969 5.7169991 12.0850685 4.3890987 11.5072268 8.8459231 9.0809619 9.7130730 6.5719483 7.6626712 11.2795729 9.7387874 3.1194392 11.7103186 9.8552148 11.8711564 9.5180673 6.7043989 NA 8.7903720 10.5766831 10.0168040 8.3103006 2.1934248 10.9213572 9.2312142 5.5153655 10.0520394 11.2856653 8.8644471 11.3950706 9.9274688 4.5153655 -0.1284717 7.8430523 11.4880575 8.5891852 9.8459233 7.8198757 10.2416511 7.2024256 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 0.406 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 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 16-10-2014 male 2009 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 3 2 2 3 3 3 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 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 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 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 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 1.734014e-06 9.016873e-07 8.5348013 9.0412808 5.0911370 8.8781877 8.5954809 5.2257878 6.1067336 10.6955693 9.9769660 9.0125899 10.1101233 10.6133347 9.9641798 7.8872474 NA 9.8390381 7.9555924 8.9415277 7.8226033 6.6174234 10.7776375 12.0481128 7.2886742 10.4128141 1.3749560 5.5562608 9.5562596 16.3827769 11.4423643 7.0950520 10.0203311 8.7987961 4.3489335 9.0341612 10.6718461 9.3282950 9.6497241 -0.4324546 4.4983147 10.4506001 11.4097289 1.5675941 NA 9.1364811 12.1285049 11.7615623 7.7770284 9.4797158 8.4363976 9.4114962 8.2662796 8.6390375 4.7574020 -1.4324546 8.3124088 10.7185915 8.3765391 7.1749057 8.7758094 4.3651046 9.7077657 4.1525404 7.4348534 4.3489335 10.1712013 4.6760981 10.5188598 9.9168562 8.3291263 NA 4.4004628 9.1841238 11.7535345 9.2843945 8.5885550 3.5217669 12.6673338 2.9488625 12.3574143 10.0614305 9.6235353 9.4216643 7.6092342 7.8781877 10.8866826 10.1951089 2.7374921 11.5275769 9.7915767 11.5290247 10.6480595 7.7939869 NA 8.2417673 11.0308286 9.8267298 8.9185141 8.2149437 10.6920195 8.7780393 7.2257868 9.8872471 9.9366270 9.4525087 11.1233624 9.7709230 3.5096198 -1.4324546 6.4864376 11.4340812 8.0270064 9.6884608 9.9090938 10.4356259 5.7274467 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 -0.109 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 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 16-10-2014 male 2001 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 3 3 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 5.0801801 5.1232482 -0.9640946 8.3188745 9.0258901 2.2057053 8.6651430 11.5308917 9.9775674 6.6504960 11.0194924 10.6791915 9.6477331 9.4140810 NA 10.0294323 5.1443115 9.2119593 10.6646874 5.5435794 10.9306040 10.1880521 6.8171461 10.7524171 NA 2.3577209 10.8350678 15.4292940 4.7637090 7.6614952 9.7073272 3.1232523 NA 9.0553771 10.4189505 11.1072486 9.6495758 2.4952091 5.1650678 10.4355982 11.5795431 NA NA 9.8171460 14.0157026 8.4194904 8.5135444 10.1085887 8.6412657 12.8736112 10.3049129 8.3756364 1.0357647 2.0357998 9.3610917 9.5145559 5.7362260 7.9694769 6.4536394 NA 10.9609698 3.5593450 NA 1.0357647 9.4952179 4.8171474 10.7108612 10.2943523 10.0849541 4.7362260 7.1443105 9.9877993 NA 8.0774454 9.2403573 3.0357822 14.2645298 3.1822791 11.3315551 7.4194909 8.9724241 0.6207741 2.3577209 8.5013528 11.1909207 10.4678060 2.4952091 10.1573198 11.9648597 11.8243007 11.0692092 9.6008884 NA 8.9426769 11.0008490 10.8014867 3.6796377 10.0923833 10.7179030 4.2452370 7.5033917 9.6046924 8.8812761 10.1397296 6.3025731 8.6669632 2.2057053 NA 7.2452399 11.4644081 9.6605816 10.3286830 10.4021084 10.5564049 8.3421898 10.2293115 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 -0.316 -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 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 16-10-2014 female 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 2 2 5 2 3 3 1 1 NA NA 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 4 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 7.282859e-07 7.282859e-07 11.0490933 9.0669707 5.7939531 8.5462930 10.1464686 4.7939531 9.2565031 10.9133875 11.3002362 6.6684213 10.8067763 10.0881354 10.8994866 8.7325518 NA 10.3860532 8.1227338 11.3047635 7.8934878 7.3789147 10.8814151 11.7105426 7.5411865 10.3721722 0.4016305 4.2089932 8.8934878 14.7019874 7.1431015 7.4677237 10.3130268 6.5309182 3.4016305 10.0508910 11.1363444 8.5615060 10.6974037 1.4016305 3.2089854 10.4851141 10.6916537 0.4016305 0.4016305 8.5360611 11.7575364 8.4072593 9.0526865 10.0793544 7.9790639 12.0727335 9.4514833 8.0309915 4.3085283 0.4016305 8.2408385 9.5615062 8.5205759 8.4569174 9.7613843 4.5715615 10.3279308 4.2089932 6.1829942 4.8610670 10.7492562 5.1565220 10.4704131 10.6098692 11.4384952 0.4016305 3.9865930 9.3817744 4.2089932 7.2345253 8.0669707 6.1295550 12.7213069 3.3798289 12.1342262 10.1261487 10.2486921 5.8934884 7.5205763 7.2218133 11.0309914 9.4970319 5.1020744 10.4226147 10.7403712 11.6590226 9.9330162 8.9054604 NA 7.8934878 11.4917340 10.2250020 6.0163448 3.2089854 10.8814151 7.8948499 7.1724635 9.4730971 11.0328119 9.4514833 9.9847175 10.4784504 3.4016305 NA 6.2596152 11.2696856 8.5765603 9.9714904 6.4890981 10.9884746 6.8773688 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 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 16-10-2014 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 2 2 2 3 3 3 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 9.2563653 5.7364128 3.1008263 9.2093488 10.2422017 4.9081788 8.5017039 11.6284410 10.3819265 7.1545559 10.7197342 10.5765578 10.3172238 8.7123760 NA 9.1722867 7.0042755 10.5147545 12.3852354 5.0483583 10.7382255 10.6844444 7.7405525 11.6860552 -1.7065118 1.6154163 4.3809303 15.4892357 9.4633944 6.5695944 10.2179108 3.2934735 -1.7065118 10.4036265 10.8730211 10.0340935 10.5634727 0.2934882 8.4006865 11.0909283 9.8297167 NA 3.4227578 6.9658951 13.0802496 9.6210222 9.3642612 9.3862266 8.2003602 11.4232354 9.1806902 8.4201737 0.8784507 NA 9.3268926 9.5071812 6.5366435 8.1622921 5.2592537 4.0213909 9.7113220 0.6154163 NA 6.4633952 9.1958446 4.0483583 11.0173437 9.3649317 8.9614679 NA 5.0213909 10.2714648 1.6154163 9.5437679 9.3993779 4.1263617 12.7013347 2.8406646 11.3382050 8.7207822 10.0115742 -0.1215493 4.4633936 7.4201741 10.7023298 8.1913149 0.8784507 11.2482110 10.9321316 12.2694069 10.1742009 9.5502679 -0.1215493 10.0281790 10.8993216 10.8133514 3.5413909 0.6154163 11.7280977 7.5461351 8.7608510 9.5126380 9.5938221 10.7031255 5.7610751 10.2411064 2.7528984 -0.7065118 6.5695944 12.5289602 10.3822576 9.5724996 7.8012641 9.8933822 7.1483383 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 0.573 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 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 16-10-2014 male 2004 110 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 2 2 4 3 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 7.8480213 7.4399638 1.4231479 8.7177761 8.0646054 5.3057991 7.6821140 10.7633765 10.4833807 7.3380384 10.9558360 10.9418086 11.1098019 8.3169625 -1.1616533 9.8357253 7.5194310 11.4625315 7.8211866 4.1601215 10.8963538 11.3774729 7.9739022 10.0713212 NA 1.7450652 10.7775885 15.5498330 8.5989130 7.8948305 10.1043938 1.2976023 2.9674822 10.1345355 11.2763350 9.8071908 10.2978807 -0.1618146 1.1601457 10.4049605 9.9457369 -1.1616533 NA 9.4834010 12.3979882 9.6358545 8.4240945 12.0573614 9.4482950 11.0458174 9.1640604 10.3415218 1.1601457 6.5281915 8.4711883 10.7145180 10.8082988 7.6868156 6.6195524 4.6455460 10.3666470 7.9545372 0.1601457 7.2110580 9.6403053 4.4080461 11.1061500 10.3042694 7.9069711 0.1601457 7.6599666 10.6183225 4.2976243 8.1979425 9.6330148 6.0718120 12.8036165 8.0110707 11.9036091 10.9408248 12.0443679 0.1601457 7.7465855 8.7054717 8.6063771 9.4245636 1.7450652 10.4563490 10.3217568 11.7552852 10.4420511 8.2602576 -2.1616533 9.3990034 10.6516415 11.2461245 7.8039774 0.8381854 11.2679920 8.9997971 6.5755075 10.1328137 10.4452920 9.4376410 10.0768961 10.4236226 1.8381854 NA 7.6080308 12.2318515 9.9677979 10.1824888 5.6260945 10.1592755 7.8895107 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 -0.443 -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 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 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 2 2 5 3 3 3 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 5.895648e-07 2.080817e-07 9.2153384 7.6454099 3.3974881 8.5002934 9.7128380 5.7709400 7.5674078 10.8501919 10.1173382 7.9576419 10.3098277 10.3742420 10.5183096 8.4299042 NA 9.7975858 7.2509341 9.9851749 7.4926400 6.6659711 10.8520624 11.4837395 7.4964719 10.5429609 0.5230601 3.9824460 9.4868730 15.6598311 10.1481135 7.2001463 10.5154799 7.5819071 1.9380599 9.9858566 10.8501919 9.1241653 10.0341073 -1.0619024 1.9380599 10.6600046 10.7653938 0.5230601 NA 9.1054691 11.8933377 9.3851342 8.2999946 9.7470152 9.0852560 10.8366524 8.3974825 8.4097261 6.4694318 NA 8.5135902 9.8717417 8.9052772 7.9714740 8.4218666 4.0673376 9.7606218 3.5819056 6.3726788 4.6104757 10.0288251 4.9380505 10.4458457 10.0406829 9.4557205 0.5230601 3.7960370 9.4557205 10.9878996 7.4458459 8.5041051 4.1475021 13.5277607 2.1814206 12.2522094 9.5426042 9.2452518 9.9345245 7.8658291 7.8776302 10.9776556 9.4752693 3.9380505 11.4236288 10.1223066 11.5031531 10.3506209 8.0750421 1.2599654 8.8358966 10.8812655 9.8944272 8.0281636 3.3303720 11.0031305 7.9345808 7.1328082 9.7772548 10.5486145 9.7772548 10.5407499 10.5760344 5.2599805 NA 6.1764564 12.0969762 8.3389307 9.4168207 8.3325137 10.6488574 7.1278757 11.3453188 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 -0.148 -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 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 16-10-2014 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 2 3 5 2 2 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.6644160 7.7601890 3.1695082 9.2958486 9.5195049 4.2034596 8.4407537 10.9167468 11.0307475 8.2770414 9.9969690 10.7016368 11.1067115 8.4828277 NA 10.0631756 7.3356163 10.8853932 7.0156002 6.4706816 10.8706130 10.7516100 8.0855346 10.8580762 1.0990932 2.9471238 10.1748700 16.3340083 10.7105173 6.8486580 9.6437016 9.7444217 1.0990932 9.6382824 10.5548617 8.5017094 9.9013168 NA 3.3007534 10.5837451 10.6941945 1.0990932 NA 6.0625967 12.2847423 11.8508350 8.7138333 9.2045083 9.1533207 11.7231879 9.3696525 8.4706825 0.7771988 NA 8.7357483 10.5809229 8.8739107 7.8540112 8.0991237 4.0251263 10.0203694 4.7313896 8.4407537 3.5320800 8.9744120 3.8215878 10.9405306 10.2584903 9.5245494 NA 5.6351768 9.0923449 6.4065520 6.3546249 8.8817943 5.7884221 11.8813027 2.2982477 11.7014512 9.3630968 9.7357481 8.6053321 8.8392416 7.6537121 11.0033065 9.4905820 4.9064770 11.3168389 10.1775413 12.2818903 9.7891215 7.5287393 -1.2229696 8.5169760 11.0064889 9.7750805 8.9890836 2.6281903 11.1005317 9.4219531 6.3992480 9.9116218 11.2735499 9.0602839 10.4151787 9.7870241 2.7771988 0.3621051 7.4880016 11.5865616 8.4689388 9.3928251 6.5716116 10.6199386 7.3696523 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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 1 3 5 3 1 3 1 1 NA NA 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.28317e-06 1.734014e-07 8.0517256 7.9284544 9.4088732 9.3619990 10.3991307 6.6255905 8.3434918 11.3044455 10.8369996 6.2812068 10.5231673 10.7425666 10.8799534 8.8471870 -1.3913800 9.9935660 7.4791473 10.1772133 7.0804573 5.4031995 11.2147246 11.3697100 7.6802449 10.2279201 1.9306995 6.0845150 12.4886526 16.1666048 8.1805348 7.4193535 10.5141692 6.4791465 1.1937717 9.7035197 10.3157099 9.5846302 9.6962450 -1.3913800 5.3092235 10.3031401 10.6137049 NA NA 8.7068144 12.4068489 9.4353306 8.4385049 10.2714505 8.3109549 11.1038877 9.2979065 8.3552965 2.6962387 NA 8.4605313 10.1681592 9.7432085 7.5512968 7.2417773 3.8182370 10.5321096 0.1937087 5.9216648 7.6059617 8.8459921 5.2812086 10.9957224 10.0085942 9.8738112 -1.3913800 2.1937402 10.0021727 2.0682237 7.4161371 9.3298813 8.6559060 14.0483534 3.5768728 11.1643300 9.3443383 9.3536160 6.0434101 7.9102782 9.6955819 11.4574051 10.0951144 4.9307090 11.5955131 10.2834159 11.7958249 10.0646231 8.3819214 NA 9.2133354 10.9001688 10.6765527 8.0723068 4.4801358 10.9399791 8.9869362 6.4500004 10.1411381 11.9121349 9.0845156 10.9791972 10.3715794 4.1633699 NA 7.9148437 12.7654183 9.1175673 9.6795740 8.3686706 11.4367203 6.5745663 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 -0.192 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 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 16-10-2014 male 2007 26 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 1 1 1 3 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 2 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.21381e-06 3.468028e-07 7.9380952 7.6380007 NA 8.9633458 10.1098201 4.2988636 9.9409868 10.6609822 11.4121884 8.8522236 10.6004506 10.2829965 10.9159263 8.4526683 -1.3448314 10.7871852 8.1902820 10.6581733 6.5618974 6.5253720 11.2269964 9.6055627 7.8910212 10.8204885 0.6549854 2.6550083 9.4073874 15.9966993 9.3897165 7.6884301 8.8729645 9.8771979 3.5619004 10.2380895 10.6272687 8.2934427 10.3015655 0.2400090 6.4429087 10.6157328 10.5641499 2.7424590 NA 9.4322621 11.8941578 11.6749449 9.2201089 8.8047538 8.5145417 10.9984701 8.2511964 8.5678960 4.6322857 NA 7.9791874 9.8993707 10.0958759 7.9519229 9.2997644 3.1722795 9.6279865 5.8644610 8.1103340 1.4623665 9.6641356 2.9029418 10.5772195 10.0467873 9.3905628 NA 3.6091994 9.1368063 8.5857441 8.7075748 7.9610682 5.7739489 12.4111461 4.1710226 11.9298217 9.5384138 9.2095957 8.9542149 8.3930991 8.6535971 11.1098201 9.3871742 5.8838261 10.4165580 10.6390691 12.0206457 9.7418066 7.4031995 3.2399632 9.0300463 11.2421960 9.7563260 6.2474643 4.4623599 10.8426682 8.4330016 7.3761063 10.1824837 11.5705127 9.0125589 11.0438313 10.2929901 4.9499971 -0.3450146 6.8148785 11.5511500 8.2511964 9.5330577 7.0037349 11.5120158 7.0937989 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 0.629 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 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 16-10-2014 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 3 3 2 3 3 3 3 4 NA NA 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 2.4623e-06 1.075089e-06 7.6476635 3.8843635 6.6251214 8.6279584 8.6194299 4.6808307 8.8628487 10.6469646 9.7357843 7.4881856 10.3702991 10.1412554 12.0071238 7.7449610 NA 9.6406569 8.6643424 9.8700561 6.0627003 4.7238971 10.9002924 8.4598037 7.8262612 11.2345029 NA 2.8063653 7.7605576 16.1259551 10.5350378 7.0958685 11.6650332 9.5978861 3.8063653 9.6364365 10.5767500 8.0876474 9.9322053 NA 0.6364506 11.2968781 10.6441645 -0.3636422 NA 7.9078995 12.1350363 12.0282170 8.1833307 8.4724870 9.1162166 11.1857398 8.2982143 9.1162166 4.7657204 -0.3636422 8.9008789 9.7657194 9.2820948 9.3386092 11.5653248 2.2214131 9.7238993 2.4437923 6.9310566 4.5433288 11.0131045 2.2214131 10.4275993 10.5928125 8.0458274 NA 7.5848039 8.9287579 8.2326262 6.6917184 7.5848039 6.3088614 13.5144873 4.8548285 11.5774840 9.1060782 9.6684821 12.0912497 5.1599964 7.7185856 10.9102320 11.5186973 4.1600005 10.9143049 10.5993324 11.4877951 9.7670070 8.1202524 1.6364506 8.3334041 10.8536731 9.9413581 7.3299237 7.7238991 10.8525759 7.1263648 7.4819261 9.4029654 10.4944174 9.3455201 10.0298269 10.2428416 1.2213822 NA 5.8843635 11.7804573 8.3123934 8.7605576 5.8063602 10.1560727 5.3088632 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 -0.305 -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 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 96 kidney stage iii t3a n0 m0 16-10-2014 female 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 3 3 6 2 2 2 2 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.872735e-06 5.202042e-07 7.8921421 8.0167537 NA 10.2350936 10.3030376 5.4093604 9.4116703 11.1688074 11.7311341 8.4383523 9.9573752 10.3758348 10.6452311 9.4139767 NA 10.0467901 8.7952039 11.6556643 6.1314516 6.7581646 11.5603224 10.3523757 8.5488238 10.8803780 -0.4609653 1.7089376 12.1890374 15.4535557 9.9767474 7.0507476 9.7575587 9.0348504 5.4815088 10.4185786 10.1107481 8.2184756 9.9979146 0.8609231 7.4756329 10.7904778 10.4012453 7.5333492 -1.4611639 7.4608359 12.4544080 12.4055982 8.5018913 9.5537134 8.2787761 12.1261869 10.2741283 9.5333488 NA NA 8.8393481 10.1541652 10.6788665 8.4473879 7.5047801 3.7089156 9.8433467 6.8518789 7.8057819 3.3463471 9.0368473 3.1239641 10.9961197 9.6023904 9.6842907 0.8609231 5.6264596 9.4689934 8.7362122 6.1900479 9.0615769 7.4338133 11.9210790 4.7552561 11.7984444 9.7636001 8.9494468 11.0007306 9.2175955 7.9963763 10.5888439 9.5112573 4.4458856 11.1626483 10.4935553 12.2951347 10.0293449 7.3495670 1.5389851 9.3687182 11.0000297 10.1678965 8.4428772 1.3463613 10.6909633 9.5725767 6.6422828 9.7064135 11.6564762 8.7774000 9.8932448 9.9552651 8.1243897 NA 8.1481740 11.5777430 8.3623625 10.1079015 8.2498018 10.8356249 7.0706501 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 0.351 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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 3 3 2 3 3 3 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 2.809103e-06 6.242451e-07 7.8166720 7.6684213 0.8166407 8.6368512 8.7265653 4.9865975 5.7355357 9.7533102 9.4659286 5.1565220 10.1764219 10.3421931 10.5682164 6.8719545 NA 9.5005441 6.2678841 9.7399998 8.7824567 5.4165864 10.3760494 11.1520627 7.8166720 10.6981725 0.8166407 3.3402347 10.1884489 16.2946677 8.0478933 6.9199597 11.2473862 7.8334809 0.4016305 9.8180804 9.9140460 9.4405538 9.1797118 -1.1834413 0.4016305 10.2492142 11.5405465 -1.1834413 NA 8.7310573 11.7750437 9.9427315 7.4165847 9.8672012 10.2250020 10.6013072 8.5309178 8.2944305 4.1386015 NA 8.1498279 9.1764218 8.9915981 6.8555911 6.1917127 3.1386015 9.6256365 3.8166714 6.0358416 5.4313823 10.4717558 4.2429378 9.6862661 9.9740193 7.6777591 -1.1834413 4.0645984 8.7939521 1.9865930 7.4091295 8.6320555 4.0261272 13.7338579 2.2021042 12.8333935 10.5694711 9.8251009 7.9765435 8.2554644 6.8988214 10.9300889 10.1824480 3.2089854 11.6035545 10.2796857 11.9864407 11.2310933 8.0951216 0.8166407 7.8692403 11.0227160 8.8841067 8.9120693 2.1385851 10.1459081 7.1649140 7.7605350 9.8988213 10.0034056 10.1267170 10.6734868 10.2969576 4.5026107 -0.1832774 5.3244686 11.8235243 7.1295550 8.8800674 8.3538905 9.9555839 5.3244686 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 -0.264 -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 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 16-10-2014 female 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 3 3 2 3 3 1 3 2 NA NA 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 7 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 7 0 0 0 0 0 1.734014e-06 4.855239e-07 8.1667446 6.6113259 -0.5981511 9.2753172 8.7550197 3.9254393 8.0953601 9.7056538 10.4228530 7.4242410 9.9583791 10.8401451 11.3784372 7.1962893 NA 10.2845161 8.3647690 10.5554251 7.7941903 5.4462662 11.0831114 9.8806427 7.6733359 11.0607406 NA 2.4018762 6.0883727 16.0795927 11.3773628 7.5817821 10.7141888 9.5375822 3.3087686 9.9840151 10.6993626 8.4813579 9.7909665 NA 0.9868114 10.6639679 10.8328483 NA -0.5981511 7.8776062 11.3263144 12.1323432 8.5642642 8.4046882 8.4435321 11.3440209 8.5566911 8.8091408 2.2092350 NA 8.2124448 9.9726774 8.0128977 7.2598543 11.3965801 2.4018762 9.4489969 5.1832324 6.7056531 3.4893374 9.3604257 2.7237988 10.1280911 10.2536220 9.0073525 NA 2.8613003 8.7506011 14.1911519 8.5337300 7.5817821 5.4018728 13.2978269 3.8834351 12.1519519 9.6651422 9.4018730 11.6309922 8.1897756 7.4242410 10.5855084 10.0202585 3.4018762 10.9244546 10.1914067 11.3615128 10.6270805 7.0312298 NA 7.8937262 11.2512781 9.6987892 5.3560698 6.3905576 10.7456140 6.9868353 6.9641156 9.9332545 10.6378872 9.8396250 9.5792926 10.0017859 1.9868478 NA 5.6306909 10.4283965 7.8365011 8.4489971 7.2027733 9.6779974 6.8694791 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 0.409 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 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 16-10-2014 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 1 3 4 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.976776e-06 5.895648e-07 9.25576295 7.96207063 NA 9.09686745 10.51444275 5.04023053 9.94335847 10.64246476 11.73502302 8.54405565 10.34001029 10.17914152 10.11504027 9.06120970 NA 10.39061664 7.61387711 11.15657377 5.95909315 7.17465609 10.88571986 11.20230641 7.86677819 10.20629878 -0.95987908 1.04026122 6.72673042 15.47929776 8.76474357 7.86677819 9.94712040 10.22943663 5.57938835 10.03882025 10.79886948 8.15136569 10.57404624 1.04026122 7.39337673 10.19568052 11.20576497 2.36216126 0.04026122 8.08462399 11.87193295 11.81192565 9.07502876 8.97096722 8.39116882 10.95087254 8.31635440 8.48524487 -0.95987908 -0.95987908 8.53608477 9.81419326 8.72673042 8.00889637 9.09551228 4.28815920 9.88258024 7.67685412 8.38008005 2.74066856 9.79761987 4.08462558 10.44057562 9.63735122 10.50885388 NA 2.49965458 9.36441047 10.37562019 6.07365317 8.20513686 6.06259666 12.12537030 3.14120388 11.77154889 10.52454926 9.70556569 10.44324185 8.19757695 8.34401045 10.88336574 7.90131705 4.24968046 10.93845334 10.40381711 12.25970090 9.76559607 7.00023217 2.36216126 8.29052808 10.74386524 10.06259760 5.82159033 5.87311924 10.66365416 9.21245723 6.91059476 9.77493939 11.58688317 9.09415582 10.61150844 9.71177089 3.12769931 NA 7.51190522 10.90286724 8.82649955 10.15981950 7.42824710 10.51899948 7.22013935 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 0.508 0.000 0.000 0.506 0.506 0.000 0.000 0.000 0.000 0.000 10.793864 11.333414 12.666509 9.717068 8.373385 11.345722 1.040261 3.994426 7.719710 6.474858 12.300855 8.895270 5.781698 6.623463 8.089261 8.837891 11.236217 7.090079 10.085990 7.380080 8.453858 8.313256 10.053148 7.544056 6.994426 10.770275 12.108504 9.66319676 10.32331816 -0.95987908 8.73197336 7.14875416 9.54206706 10.86240234 10.81419318 9.49658418 9.60913607 7.25454869 9.25697572 8.21265736 7.40217387 9.21265736 7.73719731 6.72673042 8.81666274 9.07365290 12.61942791 11.07468491 11.86955618 7.30382732 10.79636917 10.33599879 15.05527459 11.18870641 13.54579332 10.67367920 -0.95987908 11.75833458 9.23375531 10.43308391 8.84436086 8.20513686 9.19883961 9.84597374 11.61127139 11.11871427 3.12769931 6.67685412 14.28183917 10.35820767 9.96874828 7.20010116 10.30467246 0.04026122 10.72848016 NA 12.43710217 11.26442753 10.56379182 10.642465 10.340010 5.654940 7.551983 9.085989 9.378966 5.959093 12.319058 1.040261 13.198918 11.239902 9.031752 9.593590 9.873120 4.994426 0.625177 9.427170 8.202621 8.871537 9.998782 11.593139 12.412551 11.162411 3.040226 9.785904 7.590977 8.862004 11.936184 10.155273 4.847586 10.238061 9.061210 8.318679 9.364410 5.563793 10.883366 10.729354 NA 12.582778 12.180580 10.115709 10.062598 7.621431 10.582778 10.586642 13.463030 9.064829 TCGA-B0-4718 57 0 NA 616 kidney stage iii t3a nx m0 16-10-2014 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 2 3 2 3 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.872735e-06 5.895648e-07 8.3667528 7.3847492 1.4658700 9.3727767 10.4517280 4.2732399 9.4010512 10.4323916 11.3810186 8.5951691 10.3742787 10.4084005 11.5386886 8.9273655 NA 10.2182668 7.9697117 11.5119869 7.2603023 5.7512896 11.2780634 10.9283884 8.0166328 10.6862402 NA 1.7878086 9.9098656 14.5044622 8.7326725 7.4826942 10.0414253 8.1558843 4.1097450 10.1963562 11.1178347 7.7968028 10.5177748 NA 4.8234386 10.6838438 10.6581789 NA 1.4658700 10.1869853 11.9253177 10.6655584 9.0546008 8.9657321 8.7161846 10.6765574 8.3667528 8.4965534 NA NA 8.7787691 9.8879509 10.2014421 8.5874198 9.1558840 3.7138168 9.4229881 7.6257578 8.0952425 1.0508151 9.8973837 4.0508499 10.4588244 9.6971073 9.6507615 0.4659222 2.0508499 8.8300208 7.8057361 6.5102800 8.3847492 5.8752763 12.3199753 4.5250666 11.8275558 9.7326727 9.1749699 10.9036382 8.8963388 8.2472459 10.4903333 9.3331647 4.5951694 10.8371182 10.8890020 12.3166590 9.7138137 8.3485290 3.0508499 8.6054373 11.1652243 11.0185552 6.7232746 3.8581999 10.8784559 8.3362508 6.0508477 10.0414253 11.3180254 8.6232330 10.5360070 10.6880773 5.4604674 NA 7.0357416 11.5336565 8.4200823 10.2039783 7.9170969 11.7001048 7.5048047 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 -0.681 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 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 16-10-2014 male 2001 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 1 3 2 3 3 3 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 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1.595293e-06 2.774423e-07 8.7923895 7.7744115 -1.5428785 8.9785995 10.1802334 4.4342813 8.4807535 10.6797940 10.3665172 8.6418744 10.3732518 10.4360670 10.7610652 8.9834984 NA 10.3605044 7.8600112 10.2811624 7.8578784 6.7607798 10.7867955 11.4509989 7.6954037 10.5009595 1.4570164 3.5444607 9.6658431 16.3464853 9.0772190 7.6193903 9.9874054 7.8957910 2.0419789 9.7653382 10.7114373 8.9588363 10.3821826 -0.5430887 4.5862844 10.4213400 10.8655943 2.9805555 NA 8.2218708 11.8759059 11.1585222 8.6737451 9.3157573 8.3668922 10.9536033 8.4456837 8.4862864 -0.5430887 NA 8.4126490 9.8151008 8.9528542 8.1900143 9.1249978 3.6269297 9.6111844 5.4793664 8.1364790 3.8832591 9.4765899 4.3877347 10.4346368 10.0072649 9.7072975 -0.5430887 3.7049273 9.2906799 10.2218707 7.2218703 7.9608250 5.8493163 13.4886142 3.2710372 11.8300002 9.1178864 9.3457423 9.2202114 8.8057274 7.9408151 11.0268548 10.0652539 5.2898898 11.2562808 10.2231138 11.6462060 9.7732807 8.6455878 0.7789655 9.0717090 10.9094489 10.0827079 7.5759400 2.3639000 10.7397980 8.2770502 7.2284888 9.8117995 10.5778850 9.1950914 11.3538991 10.6334840 4.8663888 -1.5428785 5.9805600 11.6477498 8.3211854 9.5143140 8.3165341 10.9746685 7.1678055 10.5888561 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 -0.471 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 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 16-10-2014 male 2001 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 2 3 1 1 1 2 1 3 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.531661e-06 9.710479e-07 8.1597583 8.2523698 2.0749506 9.5220332 10.7425052 4.7188055 10.3747304 10.4231249 11.4991163 8.9591207 10.6781127 9.8612197 9.9583570 8.6082796 0.0749164 10.5095783 8.1703472 11.9309864 6.6674068 6.4586543 11.0207596 9.9636933 8.2892692 10.8086899 0.6599246 4.2448718 6.6063312 15.4037126 9.8037209 7.8298375 9.6073059 10.2310331 5.4499905 10.1275181 10.4613514 8.0378462 10.5817534 -0.9249466 8.3299788 10.5132221 11.3097675 4.4672664 6.6599131 7.4715549 11.4959629 10.3735855 9.4790272 9.1193442 7.6970016 11.1342945 8.2068068 9.3464131 1.6599246 NA 8.2916961 9.3205027 9.9690099 8.0291464 10.2061640 2.7753877 9.8782740 5.5985111 7.9110006 3.8298394 10.2080923 4.5012162 10.3440767 9.8214644 10.1880410 -0.9249466 4.6599131 9.1056171 7.8887311 7.0464932 7.6141091 6.3037680 12.2111401 4.8581452 12.0798727 10.4291994 9.8414790 9.4170246 9.4736938 7.7509073 10.3475798 9.2448749 5.4147985 10.3031675 10.4736938 12.5407715 10.0903651 8.1464124 1.6599246 7.7960493 10.8985561 9.8587668 5.0291481 2.9818344 10.8155741 8.6360471 6.8231430 10.1504292 11.3258405 9.4368939 10.7083994 10.1342945 4.1193479 0.0749164 6.7684371 10.9050691 7.4629676 10.0042084 7.1624125 11.0005045 7.5466252 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 -0.270 -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 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 16-10-2014 male 2001 18 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 3 3 2 3 3 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 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 6.8051751 7.1411098 1.0325946 9.3530098 10.5324313 3.5350825 9.4105190 10.5489421 11.3233723 8.2289827 10.2050129 10.1419808 11.7991143 6.5769060 NA 10.4961098 8.5691565 12.0473034 8.6546371 6.0623333 10.8501021 11.1031536 8.0250515 10.6121717 NA 2.0325946 5.6374480 14.3558748 6.1480616 7.3056040 9.5999078 5.9394758 NA 10.0447444 10.0155790 8.8527645 10.6349750 1.0325946 7.8822511 10.4782900 10.9692234 -0.5523679 2.2549870 9.4348869 11.2517539 10.8324067 9.3739190 9.4018192 9.1755433 10.8469008 8.2257001 8.0842477 1.7695602 1.7695602 9.0986746 8.9050039 10.8864148 9.0512492 10.3279717 1.0325946 9.5846140 6.3783608 8.0022119 9.6860277 10.8188550 4.4476255 10.2108353 10.1349987 8.4419764 NA 12.5316008 8.8485025 5.0022119 7.1480627 8.0060438 4.7330235 11.9243691 5.1194807 12.4370174 10.4003642 8.8139450 12.7711000 -0.5523679 8.2355256 10.8383293 10.9419785 2.4476321 10.4105190 10.6595112 11.9772975 9.9213286 9.5781934 1.0325946 10.3776210 11.2478393 9.4320414 5.9394758 1.7695602 10.9949995 8.3410153 7.5717443 10.4581511 10.3348435 9.2501392 9.0060435 9.6764416 3.0325770 NA 5.7874716 11.4295469 6.9314384 9.2868266 6.8905659 11.8004940 7.3664866 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 0.000 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 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 16-10-2014 male 2001 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 1 3 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 1.595293e-06 5.895648e-07 7.0616617 7.7082811 NA 9.4440684 9.9060694 5.0195685 9.0946979 10.7349004 11.2724800 10.0702785 10.2634961 10.7449816 10.7793712 8.3973520 NA 10.5185771 7.8078166 10.5059293 5.8160364 5.1979086 11.3190196 10.5942138 8.4262790 10.6976832 1.3565946 2.4720718 8.9737668 15.7602057 10.6237824 7.2952051 9.4686106 9.0004618 5.0004598 9.9396884 10.0454386 7.6875227 10.0407697 1.7716321 6.2873430 10.5878267 10.6458560 3.0935771 NA 7.7316449 12.2419206 12.5211983 8.1159389 9.1553473 8.9352927 10.8521275 8.8050660 8.9980553 -0.2283679 0.3565946 8.3808216 10.3180552 9.3509591 7.8078166 8.3991771 4.1291923 9.7265663 8.0004615 8.9749910 3.5789991 9.2804281 3.4155018 11.0121363 9.4064542 9.1661058 NA 3.7716426 8.8683583 8.8390775 5.5789991 8.9213902 6.1810349 12.2507917 4.1494626 11.8389093 9.5684939 8.5966016 8.2794379 9.2584782 8.3752693 11.0791285 9.4884626 4.2310714 11.1409678 10.4060003 12.2116037 9.5886268 6.7431864 2.4720718 8.5934169 11.0225277 9.7178183 7.9810963 2.3565946 10.6427783 9.2674981 6.0477674 10.0958236 11.3750376 8.9060692 10.6523745 10.2000032 3.9810946 -1.2283679 7.2062711 11.1997415 7.6845326 9.6558135 7.6265114 11.5904249 7.7345389 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 -0.318 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 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 16-10-2014 male 2001 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 3 2 4 3 3 3 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6.936056e-07 9.9494617 8.8346098 NA 9.4798116 9.3735812 4.9473155 8.6237773 10.9292235 11.2506624 6.3165495 10.2357981 10.6278016 10.7342861 7.8194415 NA 9.8981848 7.5911730 10.6351504 7.2096347 6.2760983 10.8455939 11.9172169 7.4827773 10.9209086 2.0144267 6.3098874 9.3526606 15.4949570 8.9451681 7.2795131 10.1775085 10.0408283 1.1399933 9.6745886 10.7317956 8.9037273 10.2985713 -1.4449692 6.7644523 10.3819447 11.3697818 NA 4.9643894 7.8836740 12.0013070 9.3807528 8.2519666 10.1262777 9.0276899 10.9994964 8.7595703 9.3115553 1.3623296 0.5550308 8.8610608 9.6661347 9.7558977 8.4558660 8.7060156 4.3623507 10.1544470 2.2554403 8.1879943 7.0468523 9.5322790 5.0941558 10.6929508 9.5301305 10.0423367 -1.4449692 7.6919905 9.5731992 8.3526606 7.0548452 8.4857363 6.2060512 12.8109128 3.4332399 11.4873984 9.6156949 10.3703824 11.0613067 8.5207833 8.2274244 10.7765862 9.2981506 3.3098892 10.6907083 10.1752189 11.6955093 10.0332630 8.9311246 -0.4449692 8.1861762 10.8281915 10.3542807 8.1153319 3.5549940 10.7145551 8.9812639 7.4558656 9.8701486 11.2216669 9.2221107 9.6523728 10.3631588 4.2554403 -1.4449692 7.2274244 11.1305383 8.8644753 9.7015678 6.7497555 10.2091876 7.0863804 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 0.315 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 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 16-10-2014 male 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 1 3 1 1 3 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.560613e-06 2.774423e-07 7.5608288 9.0196230 9.6920482 8.9319475 10.3306214 5.0465915 7.7010936 10.8159992 10.8971819 8.4248444 10.3588005 10.5372551 10.8327990 9.5241232 NA 10.1937005 7.7552268 10.5078419 7.4691216 6.5157046 11.2272358 12.7084999 7.9938753 10.4347922 0.2917214 -0.1232768 10.2194804 16.0891359 9.2239172 7.7613445 9.9328511 9.8191794 3.4209809 9.8191794 10.6509028 8.6689130 10.1360159 -1.7083964 5.8462902 10.4274116 10.7208475 1.2917214 1.4616333 8.4376347 11.9879092 10.9501370 8.4414495 9.7920463 7.6203775 10.8608460 8.7745104 8.6525496 NA NA 8.0812363 10.0982520 9.1054835 7.7387854 7.8289209 3.7972724 10.1285418 3.0990595 8.9409587 3.0465958 8.9904069 5.1620690 10.7526702 9.9215143 9.8103555 -0.7083964 -1.7083964 9.4962736 8.1403252 5.8841583 8.6158830 5.0861171 12.1038797 2.0519289 11.4242021 9.7950313 9.8620324 5.7593077 7.2718421 8.3884177 11.0459636 10.5502684 3.5011589 11.2244708 10.0836792 11.6892433 10.0544996 7.5011557 -0.1232768 8.6754067 10.7432561 10.2948689 8.4439874 2.9355540 11.1358196 8.0926023 6.3754478 10.1593672 10.9639067 8.9382611 11.6318307 10.4870746 4.9210602 0.8766446 6.9174115 11.4195355 8.9685409 9.7562481 9.1434513 11.3496941 6.9427538 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 -0.446 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 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 16-10-2014 male 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 2 2 4 3 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.352531e-06 6.936056e-07 8.3528075 8.4129881 10.2999064 9.0921123 9.6253213 2.7292917 8.7472135 9.7416369 10.4599317 8.9191163 9.8667952 10.9960782 11.9328844 8.9581104 NA 10.4700843 8.0973617 11.0385406 7.6021206 8.2869467 10.6094874 9.3644656 7.9734178 10.1679088 NA 10.9131752 9.8093098 15.7717206 10.3239895 7.2715499 10.8497888 9.0403588 1.7292700 9.7157026 10.7818597 8.7627146 10.2831129 2.9923334 6.4948268 10.5126173 11.0119168 -0.5927016 5.4948252 7.2653450 11.5713276 10.7905279 9.2291375 9.0938641 8.3673654 10.1446110 7.7605104 9.2497139 3.7292917 NA 7.3381008 9.7505492 9.8367703 7.9772192 11.4483382 2.4073528 9.2402535 4.3142542 7.0655755 4.7996831 10.5443547 1.9923334 9.5872727 10.2915340 9.8367703 -0.5927016 4.6168164 8.1318775 11.3885741 5.1622503 8.0183883 4.4948252 12.4846800 3.3531539 11.8803082 9.7100026 9.9715131 5.4948252 8.6881342 7.0294153 11.0793468 10.7693074 4.3615578 11.2005604 10.1258964 11.2792688 10.2784987 7.4626462 -0.5927016 6.4407861 11.0520130 9.4961517 7.7780508 0.9923334 10.9503954 8.1318775 7.7337929 10.5119623 10.8972115 9.7758700 10.0842022 9.3082305 2.8667893 NA 6.4407861 10.2831129 7.4241722 8.7802287 7.8911792 10.3321761 7.1952659 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 -0.238 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 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 16-10-2014 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 1 1 1 3 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1.525932e-06 5.202042e-07 8.25317620 7.98884428 1.26285406 9.02061665 10.17618637 4.38625224 8.66252882 10.73192984 11.08805551 9.46464336 10.03624423 10.93403145 10.22287144 9.51011891 -1.54456099 10.89300659 7.40679940 10.68763568 7.38032685 6.75472319 10.85318922 10.88230350 7.86490546 10.76570132 -0.54456099 0.04054179 8.99079011 16.18744348 10.05635673 7.63044042 10.08760100 10.35222543 3.40971678 9.74091677 10.61727635 7.59762130 9.96281375 0.04054179 4.66496631 10.45727467 10.45057505 3.04047166 -0.54456099 7.75243083 11.86636340 11.85599382 8.38772958 9.13147168 8.18683380 11.58608518 9.47162645 8.90156414 -1.54456099 -1.54456099 8.22369911 10.35675863 9.50263850 7.70581276 8.78081991 2.91494715 9.70225530 5.98689554 8.86808451 -0.54456099 9.49031360 3.36239975 10.92388410 9.34881622 9.75070950 NA -1.54456099 9.19022421 12.34387735 5.94736693 8.31504945 5.48893912 12.05275245 3.50601792 11.54959231 9.66861875 9.11104540 9.14289024 6.03294276 8.37586744 11.31873293 8.87968096 2.70343298 11.37530904 10.02537021 11.64317598 9.84353183 6.84353168 2.70343298 8.47649470 10.71107730 10.13058948 7.88387493 2.04047166 10.72434903 8.54424967 5.89414111 10.21207099 11.76043629 8.91903909 11.21352955 9.53099383 3.54297612 -1.54456099 6.51079739 11.40424684 8.54430300 9.32664969 7.67951599 10.58125096 7.27569339 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 -0.502 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 10.649656 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 16-10-2014 female 2002 6 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 2 2 5 3 3 3 3 1 NA NA 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 1.109769e-06 4.161634e-07 10.43502575 8.55356287 NA 9.13161186 9.90785372 5.82846149 8.99007077 10.69072420 10.73783681 6.78426055 10.46233305 10.16153918 11.42837384 8.83001473 1.77782998 10.39044016 7.91592358 11.65105927 6.70519001 7.27881926 10.80534599 10.72787001 7.76814131 10.30873162 0.55542353 5.03656927 9.01760378 14.52575811 9.10747106 7.56666981 10.20469866 9.39359596 2.87737126 9.86983687 10.96518696 8.91152771 10.80771370 NA 4.99284999 10.25009053 10.66788202 0.55542353 NA 9.08161552 11.65698052 9.37880963 8.84084463 9.87059205 8.37349205 11.51857940 9.04194246 8.66570827 5.79065997 -0.02958805 8.21840727 10.01145455 8.46833201 8.50575519 9.07114241 4.49404433 10.20768998 2.55544807 5.69839908 5.75183859 10.48124414 5.39674519 10.37668499 10.34931673 10.64290532 NA 3.36279248 9.97890862 5.69839908 8.28109267 8.44012168 6.35418413 11.51012347 3.78091897 11.58311813 9.81125796 9.60529097 9.56666981 7.16523665 7.47827455 11.21365397 8.92758213 4.82845895 10.81322316 10.49060753 11.68408129 10.01555708 8.03117571 1.55542353 8.25125090 10.62907971 10.31920808 7.04194274 3.82845895 10.83968825 8.87436173 7.21840727 9.89751711 11.54033556 9.39988671 10.87774624 10.12466519 4.80337171 -0.02958805 6.93048189 12.04328250 8.94632791 9.92103593 8.64995993 10.58702879 7.12529774 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 -0.114 -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 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 16-10-2014 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA asian not hispanic or latino 82.47.0 NA NA 3 3 2 3 3 3 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 8.4167726 6.6122183 3.0722430 9.8355430 10.0704625 3.6316747 10.0459028 10.3419851 10.4307210 8.3922719 10.5441324 9.7229171 11.8411240 7.4055159 NA 10.7379531 8.5073102 11.5494690 8.1663906 5.8355426 10.6340839 9.2198498 7.6444944 10.8502062 1.6316631 1.6316631 5.4092789 15.7742792 9.1496211 7.5488296 11.1149106 9.4985080 4.2166333 10.3908455 10.7796024 8.5230205 10.8991262 -1.1755987 1.8243198 11.2571186 10.4427013 -1.1755987 1.1462642 7.7191335 11.4595804 10.8313430 9.5178026 9.0067101 8.7697595 12.0291925 8.7008326 7.7872117 4.2837440 0.4092551 8.5539364 9.0004888 8.0579354 9.9137662 10.5273541 1.4092551 9.5488296 4.7312050 7.2919212 6.5385614 11.4265506 3.0722430 9.9954926 10.4726733 8.9011312 NA 7.1641658 8.6396989 6.4316464 7.2755267 7.2959911 6.3865575 13.3049797 3.3314759 12.8903208 9.9367553 10.1332235 7.9892225 8.3998551 7.2080197 10.4595804 9.5204140 5.0911032 10.6627318 10.8292384 11.3977262 9.9203719 9.9057991 3.1462479 7.9432568 11.2042735 9.7191335 5.3161675 2.7312050 10.9632274 7.1280964 8.9471436 9.5221521 10.3879886 9.2959909 9.5394198 10.0627205 3.3478782 0.4092551 5.7550531 11.4807406 7.8299402 9.4932008 6.1280975 10.6532456 3.9942448 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 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 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 16-10-2014 male 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 2 3 2 3 3 3 3 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.907416e-06 4.855239e-07 9.0802542 7.4230159 2.8838554 9.0420459 11.5414733 4.8224548 10.0242608 10.0645951 10.1467349 7.3595906 10.8209856 9.5877606 10.4262441 9.1615320 NA 10.4152385 8.4281776 10.4800469 6.9499457 7.3863574 10.6247622 11.0399402 7.7418384 10.8945950 0.2988929 4.2530892 8.1845907 14.5507098 10.3295617 7.7867349 11.1933335 9.9427508 5.3863557 10.5662665 10.9739695 8.4152385 10.6376310 NA 4.2988929 10.7680276 10.8611370 -0.7011071 0.8838554 9.4448267 11.3031151 9.9588905 9.5656811 9.1062494 8.6026755 11.2974850 7.2875794 8.8399911 0.2988929 -0.7011071 7.9062250 8.7847238 8.6674011 9.1677172 10.8711211 1.6208210 9.6619343 4.5083462 7.0670794 4.1568739 11.0945284 4.3432870 9.8782105 10.2690004 10.8101531 NA 1.2988929 9.0736815 7.2704383 7.4126367 7.2646790 5.2296302 12.8995044 4.2376478 11.6370738 9.9651186 9.6531439 10.4918038 6.5656809 7.4887190 10.6879881 9.7613968 4.7907460 11.1654008 11.0229820 11.5186681 10.0462483 9.4048031 1.2988929 8.2207358 10.9356144 10.0165710 5.3212607 6.0403621 11.1684884 7.1815379 7.8236322 9.2988945 10.5444473 8.9906381 10.1982515 10.3080234 3.9993326 NA 5.7251604 11.3686800 7.9993343 9.9490488 8.9006655 10.5046878 7.4891640 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 -0.166 -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 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 16-10-2014 male 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 1 1 5 2 1 1 1 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 2.705062e-06 1.005728e-06 7.1607185 8.4218679 9.0971870 9.0542375 9.7260863 5.8741379 4.7693433 10.4762285 10.2924744 8.2015692 10.1836075 10.5664262 9.2816904 9.0193486 -0.4204336 9.4998704 7.3040318 8.4560344 5.8369062 6.0141455 10.7584936 11.0483961 7.6958616 10.8890963 1.9014558 8.4281407 9.9793296 16.5909196 10.1517442 7.2484030 10.6679746 8.9425573 0.1645289 9.5907448 10.2954796 8.5087761 9.5242296 NA 7.4529619 10.2825560 10.9455665 4.2519463 NA 8.0450842 12.2722421 11.9878473 6.9889085 9.8741384 6.6563333 10.4541148 8.4864083 8.8901305 -1.4204336 NA 8.1831441 11.0185693 9.5117323 7.0673580 7.9036981 3.9370713 9.7932294 3.2799615 8.4060659 5.4124090 9.0981708 4.2519463 10.6084596 9.8119385 8.4171453 -0.4204336 1.3868661 9.6860806 9.3360740 6.7693420 8.5907450 4.8832982 12.6202354 3.2721725 11.6230576 8.9160242 8.7816413 9.4758499 8.6722747 8.7556908 11.2459635 11.0870645 3.4864055 11.3418997 9.8179223 12.0973100 9.6204922 7.0633336 NA 8.4575684 10.6421912 9.7643929 8.5539322 4.0389453 11.0273757 8.7742006 7.1607185 10.0557575 11.0922581 9.0952174 11.9503412 10.2647044 5.4833998 0.5794698 6.9502048 11.9653800 7.4187212 9.7500686 8.7804161 10.3924971 7.5337136 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 0.491 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 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 16-10-2014 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 1 1 1 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 4 0 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.878463e-06 7.629662e-07 8.5833916 8.0587629 8.7378571 9.1017512 10.2577857 5.0340088 9.3592602 10.7288869 11.3165605 9.1828157 9.9371933 10.5342204 10.0478125 9.4802629 NA 10.0944532 6.9185294 10.7012001 6.1613859 6.4210297 10.7416844 11.3771412 8.1201632 10.3343839 1.5966013 8.1253809 10.3850479 16.2827645 9.7514195 7.4462670 10.3148489 9.9460669 5.4379035 9.7765105 10.6880368 8.1537461 10.1840664 0.5966490 2.0116388 10.2571916 10.6350632 3.4039630 NA 6.4954553 11.8109205 12.1149267 8.5114846 9.2548130 8.6751970 11.3812362 9.1396332 8.7514195 -0.9882181 NA 8.3245217 10.4178439 8.7016367 7.7598316 10.5199289 3.5352069 9.8397754 7.0884544 7.9512183 0.5966490 9.0381623 4.5966013 10.6291063 9.6124810 9.9416369 1.8190141 2.0116388 9.1778020 13.8806061 4.3335669 8.3403139 6.4710704 12.3201201 2.2519614 11.5826804 9.6778628 9.5956618 11.4331778 8.8011726 7.8381872 11.0669213 9.5342204 3.1815638 11.5293082 10.0381623 11.7435942 9.6734170 7.1765462 2.0116388 8.4628499 10.5810199 10.0312296 6.6840641 2.5966013 10.7107775 8.4669660 6.4545823 10.2912495 11.0642069 8.8850829 10.8858518 9.8881559 5.2404594 NA 6.7120785 11.0070527 8.6409954 9.7723588 7.1715101 10.5029910 7.6040958 10.1952743 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 -0.547 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 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 16-10-2014 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 1 3 2 3 3 3 1 1 NA NA 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 2.219538e-06 6.936056e-07 7.3852326 8.3563780 10.8841156 9.2622967 9.3658192 5.5850016 5.1995075 11.0475963 10.4054454 10.0321711 9.0889650 10.5021377 10.5359855 8.5986187 -0.5948790 10.0570419 7.3852326 8.1666447 6.8059721 6.1532865 11.4905657 12.0077921 8.0810504 10.5256551 0.4051210 4.0775165 9.6236564 16.5788240 9.0597292 7.1158999 10.1376846 7.7866362 6.5750188 10.0950912 10.7287110 8.1599808 9.5630717 -1.5950969 3.7270164 10.7334876 10.9548779 0.7270056 5.7270219 8.9577623 12.6104283 10.1991029 7.7179759 10.1020607 6.7360095 11.5754878 9.2458712 9.4711824 -1.5950969 0.9900835 8.4576612 10.2619078 12.3188241 7.8767686 8.6730504 2.8373782 10.5366287 0.9900835 7.2754578 4.7801316 9.3306476 4.4711810 11.2132530 10.5385566 7.8144844 NA 7.9227628 9.6613019 11.6689492 6.2692801 8.5936821 3.7626465 13.2968295 3.6137674 11.4243364 8.9364748 8.9720987 11.8538548 7.9615990 7.4792346 11.1796744 11.3204124 5.3239573 11.1061830 9.9345237 11.0635279 9.5737653 6.2877364 -1.5950969 8.8176629 10.9586961 10.0175011 8.2284604 3.9596774 11.5693717 9.5392755 6.2938358 9.7253296 11.0282889 8.8418049 10.2743015 10.9279199 3.6904953 NA 6.6718793 11.7528530 8.4805725 9.9432821 9.5149239 10.3149863 6.6434984 9.8386786 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 0.000 0.000 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 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 16-10-2014 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 3 3 2 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 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 0 2.670382e-06 7.976465e-07 8.1949346 7.7588355 -0.7881156 9.2914256 8.9834303 3.0192927 10.0176846 10.5242565 11.3980550 8.9982105 10.5760755 10.2529154 10.9334672 7.1188311 NA 10.3027149 8.1834845 11.2532577 6.4213933 6.9734919 11.0460167 9.7345223 8.3308819 10.8690359 1.2119467 1.2119467 6.3099729 16.4872833 10.5065615 7.4927112 9.5031116 9.7157666 3.8558004 9.9867278 10.4950291 7.9933007 10.0691443 0.7969299 6.8043982 10.9180050 10.6010343 4.2563314 NA 7.7741835 12.2294452 11.6616053 8.8503766 8.8629925 9.3269844 10.2760098 8.5019598 9.1791672 1.5338623 NA 8.3793589 10.0574308 8.6937403 8.3282849 9.6957565 2.7969092 9.6641820 5.8843659 8.8043979 0.7969299 8.6319010 2.6713613 10.5253907 10.0297238 8.6569557 NA 4.0699255 8.9313297 8.1337818 6.4017653 7.9601334 5.4973441 11.7921994 4.4704588 12.0558618 9.6641820 9.4066976 7.5606691 8.8449361 8.4335279 10.6785271 10.2638294 3.8558004 10.6982730 10.7097926 12.1619498 9.8629925 7.7157664 2.3818648 7.9193002 11.1096917 9.6569555 7.4017653 1.2119467 10.7222104 7.9019385 5.8266502 10.3224240 11.5872518 9.2536000 9.9584551 9.9019388 3.6713726 0.7969299 6.5065623 10.7012871 8.2006255 9.3818658 7.0761272 11.1237073 6.5338685 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 -0.237 -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 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 16-10-2014 female 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 1 NA 4 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5.202042e-07 8.7586943 7.1500976 7.1038753 9.0067339 10.2383253 4.7819472 9.7640120 10.4550300 10.6944186 8.4163783 10.7554942 10.3351074 10.5814922 9.1205539 NA 10.4563446 7.6821118 10.9288560 7.3613069 7.0421825 10.9864044 11.0067339 7.7608237 10.4784779 1.3556929 1.9406554 8.0526496 15.6596948 10.4184030 7.4431450 10.1468451 10.4116424 5.3329621 10.0630414 10.8151139 7.6594629 10.6259775 -0.6443071 5.9555941 10.7192694 10.4217714 4.7819472 NA 6.8232883 11.6764828 11.8703963 8.9006468 8.9868591 8.7819468 11.3790901 8.6999781 8.5028871 NA -0.6443071 8.4926732 10.2190942 9.1646465 8.5893017 10.3069669 3.3556788 9.3752730 5.7986260 8.0210183 1.9406554 9.5712153 3.8792450 10.3959719 10.1774562 9.8782637 0.3556929 1.3556929 9.0543870 12.4512441 6.5256069 7.8394980 6.1370424 12.7093804 3.9597516 12.0285495 9.6294778 9.6640213 10.4681217 5.7479996 7.2565493 10.9537347 9.2152170 3.8792450 10.7126843 10.2011723 11.7027499 9.4836765 7.1038753 2.6776210 7.8713823 10.9271979 10.0049384 6.2864191 4.3098819 10.7154318 8.2864196 5.7819472 9.9968308 11.3637606 9.2167691 10.9754437 9.7756424 3.6036085 NA 5.8634776 11.0844531 8.2565489 9.1948861 7.1694631 10.2383253 7.3040492 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 -0.477 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 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 16-10-2014 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 2 NA 4 3 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 0.5360529 3.1989970 NA 9.9872400 9.3086184 5.8214322 6.1008137 10.6021181 10.8405703 8.8921138 11.4168878 11.5237666 9.4657804 7.7744339 NA 10.8214310 6.9622934 10.3882983 4.7584204 3.4746307 11.2613951 7.8398097 8.1750679 9.7656809 1.5360529 1.5360529 8.3412355 13.2965409 5.9283466 8.1184843 9.3130102 3.8090439 7.1458231 9.3390837 10.7471060 9.9390408 9.5758618 NA 0.5360529 10.4911944 9.5985247 NA NA 8.8579571 13.1022415 12.1997352 7.9762061 13.2604716 3.1989970 10.6510725 9.2108096 9.1020828 NA 3.5360280 8.2131611 11.4441712 9.7209041 7.1605199 6.0700071 3.5360280 10.5364984 3.4105039 NA 0.9510655 9.5666961 2.2730085 11.8348552 10.6336221 7.8367630 NA 6.6305467 9.8541950 13.8243663 3.3433794 10.2376241 6.0278817 9.9432966 10.7410441 11.9689187 12.1325292 10.9889564 3.5949187 0.9510655 10.4647939 10.9279884 8.0438235 3.0385240 10.7017733 9.7519663 11.8570174 10.8063242 5.1989930 -1.0490091 9.8314151 10.6265295 11.4313517 8.7209043 -1.0490091 11.2557029 11.5418849 2.2730085 10.6454243 9.9475398 9.4469214 10.0899781 9.3423098 2.2730085 1.7584311 9.0305513 11.9324552 9.1421254 9.8913800 8.1359416 10.9078055 8.3239316 9.3625773 -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 0.000 0.000 0.000 0.000 0.000 0.000 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 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 16-10-2014 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 3 NA 5 3 3 3 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 0 0 0 0 0 0 0 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 8.1998240 7.6602120 8.9299283 9.3185376 8.8782248 5.4941083 7.3825626 11.0052970 10.9977455 8.0325290 10.0325290 10.5191168 11.2333271 7.7847860 0.1017845 9.7420365 7.5322445 9.1130188 7.4327089 6.1570740 10.8884697 10.7091220 7.7347868 10.2044236 1.6867470 8.5956472 11.1516402 16.3206008 11.9786922 7.6292685 11.8896942 8.2362180 4.0559852 9.6697477 10.2578747 8.9091466 9.6155193 -0.8980810 1.1017845 10.5228045 11.4607175 NA 4.6563820 10.1413961 12.3697487 10.5830865 7.3014642 10.2965485 9.8872441 10.8591817 8.8550083 8.6331733 NA NA 8.7900418 10.4626388 9.0675758 7.5936451 9.4021442 3.9597702 10.0154291 2.9091394 7.9472816 6.3591803 8.7091221 3.6867582 10.9390253 10.0646877 9.7759839 0.6867918 6.0790708 9.1998237 6.9966091 6.8297126 8.4854961 5.4593431 13.4680456 2.2327221 11.5372015 10.1516402 8.9644290 8.5835909 7.7742171 7.4146742 10.3691636 11.5369410 3.7456461 11.6556609 10.0996768 11.5353771 10.0690179 8.3449656 -0.8980810 7.9504148 10.7020669 10.1017916 8.8880613 2.5612284 10.7220114 9.4438662 6.6016371 10.1255460 10.7072712 9.5896317 11.3224723 10.2011394 4.1017929 NA 7.3449661 11.9771570 8.2284960 9.2792113 9.9566600 10.7847862 7.6174917 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 0.000 -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 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 16-10-2014 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 1 NA 5 3 3 3 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 1 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.17913e-06 3.468028e-07 7.03902321 7.07027339 NA 9.10966300 10.24932990 5.15044595 8.18891864 10.90424827 10.84072545 7.86283198 10.18951153 10.74431484 11.13513216 6.86580378 NA 10.50466389 7.18416522 9.58213953 9.04820784 6.28971829 11.15196660 10.10149264 7.63098857 10.51006797 0.94095602 1.26291418 9.06252435 16.63321135 10.15713051 7.57761538 9.73296768 6.95221823 5.44878535 9.73296768 10.33759570 9.29634200 9.79741641 NA 5.15044595 10.71660120 11.14617323 3.52595610 NA 9.82516137 12.18654361 11.03374805 8.01780669 9.76116990 9.08309793 10.85836299 8.38393450 8.32685324 -1.05889369 NA 8.65866743 10.20543345 10.14250228 8.23561171 8.36095109 2.52594357 10.16980953 4.29854102 8.24477149 4.43284586 9.72562580 3.84787668 10.67612378 9.83732328 8.40451531 NA 9.64316353 9.46062708 11.35091212 5.97441459 8.54647046 4.26292169 13.45564331 4.53284681 12.23302489 9.31211399 8.52407347 5.99627349 8.11341817 7.38807413 11.06414233 10.59920238 2.52594357 11.15803982 10.29634200 11.49797585 9.80595083 8.76435810 -0.05904398 9.73621892 10.75528494 9.88203849 7.68245812 1.26291418 11.17879835 8.67231006 6.98773242 9.93392917 10.28861223 9.41672428 9.69420760 10.54276172 3.87691962 NA 6.92967503 11.68119329 8.20073435 9.75075907 7.78019459 11.99134975 7.44083678 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 -0.581 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 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 16-10-2014 female 2003 NA NA 90 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 3 NA 3 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 1.317851e-06 2.42762e-07 8.6388156 8.4432411 NA 9.2228024 9.4007309 4.6002638 7.8252285 11.1196365 11.1520347 8.8967196 9.9828144 10.5991348 10.5462913 9.0265270 NA 9.7920618 7.0421004 10.0716666 7.7377658 5.3938109 11.5616155 11.2373702 7.4877878 10.4196580 -1.3065019 3.9787722 11.7892632 15.8411828 11.0961173 7.4515952 10.4644484 10.1776911 5.8732817 9.8018962 10.5748681 8.7254174 9.6634777 -1.3065019 6.4280821 10.3851153 10.6170706 2.5007256 2.6933643 7.1971970 12.3083116 11.6285368 8.3640278 9.7728566 9.2218259 11.3631426 9.5836360 8.7350310 -0.3066803 NA 8.4314642 11.1867269 9.2858287 7.3444237 7.4877878 5.3515824 10.1907246 4.0856881 7.9902878 1.0152835 8.2267017 4.5007256 11.0934506 10.2513140 9.6891389 -1.3065019 1.0152835 9.4255392 8.1445828 6.0152991 8.9173733 6.1852243 12.0961174 2.6614532 10.8607899 9.4648612 9.6511994 9.2267014 7.6677864 7.8707913 11.2629900 7.3868584 3.5513561 11.0743738 9.6388156 11.8004253 10.3309023 6.7861285 0.6934089 8.2090717 10.6813107 10.4200157 9.0487228 1.0152835 11.2376118 9.9781958 5.0358922 10.0754553 12.0618782 8.9507597 10.6863101 10.0152998 3.9787722 2.5007256 7.8905884 11.8667366 8.5372930 9.1962035 7.3657975 10.4615561 7.2820867 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 0.515 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 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 16-10-2014 female 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 2 NA 3 2 2 2 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1.595293e-06 6.589254e-07 6.63320886 7.80393994 NA 8.28429712 9.94349107 4.55117145 6.17649432 10.20054457 9.28198704 7.33643515 10.60991394 10.38997533 9.93027548 9.68220966 NA 9.98668881 7.66192058 8.12586804 7.98810693 7.66192058 10.79708036 11.93377474 7.44779572 10.42171677 3.16650658 2.58154408 9.29464740 16.13133203 10.24273158 7.90046654 10.26512684 9.49443661 5.24451416 9.84677176 10.57495751 8.30036583 9.88075531 NA 3.75147443 10.63139590 11.24243465 1.58154408 0.58159228 10.12586791 11.48843794 11.61474090 7.69355247 9.34752393 7.91842559 10.26102747 7.61129486 7.84207498 -0.00346663 NA 7.63682977 9.96164764 8.72450533 7.50041090 8.92288079 3.56643769 9.28314254 2.99658760 7.43537690 3.95078566 10.96417139 3.99658760 9.83657588 10.12715541 8.30036583 NA 2.69701759 8.79424624 6.58904136 11.14506143 7.49643039 4.97386379 13.27452603 0.58159228 12.91656545 9.34641888 9.50932530 9.94786950 8.22780604 7.64404301 10.90572793 8.08669727 3.24450655 11.24836310 10.13229420 11.62707953 10.47383723 8.71597366 NA 8.58717181 10.87892983 9.72280309 6.66900975 3.24450655 10.80916328 6.91544800 7.00803526 9.96453163 10.03275849 9.83263515 11.17649395 10.45806430 5.38512038 NA 5.08404725 11.38567839 7.29120570 8.61313380 7.95948096 9.95803456 6.96236972 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 -0.794 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 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 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 1 1 1 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 2.358259e-06 1.144449e-06 6.648898 2.544560 2.222619 8.304782 10.566929 5.029987 7.544561 10.153370 8.571361 6.665576 10.447840 9.921338 10.327232 9.086819 NA 10.260180 7.606337 9.677960 8.331157 7.029987 11.426593 10.181186 7.299449 10.765906 NA 1.222619 6.698366 15.126891 8.584577 7.859258 10.215571 9.188417 3.682068 10.295435 10.463424 8.029988 9.957343 NA 2.807602 10.883520 11.028377 4.544560 NA 8.765665 10.942877 10.125008 8.351916 8.553550 7.562483 10.514955 7.211318 8.702413 4.029992 NA 7.957342 9.315390 8.851989 7.451452 8.023533 3.029983 8.884411 4.866488 5.746195 3.222635 11.242224 3.807592 9.914376 9.501082 8.746195 NA 2.807602 9.020294 6.129524 8.304782 7.706448 5.029987 13.186432 2.141008 12.741532 9.176829 9.535516 9.029988 6.372379 7.412457 11.192019 8.912631 3.682068 10.855628 10.364740 11.342222 10.184083 8.320665 NA 9.247773 11.332751 9.461038 2.807602 4.129522 10.830888 6.648898 6.648898 9.866489 10.192739 9.794385 11.392558 10.251920 4.544560 NA 4.614951 11.681552 7.320665 8.553550 8.362184 10.025149 6.597673 12.180098 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 0.678 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 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 16-10-2014 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 2 2 2 3 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 1.491252e-06 3.121225e-07 8.0694449 7.2160697 10.0042466 8.1509749 8.9776769 3.5691751 5.8911081 9.9954442 9.3670117 7.9758881 9.7704006 10.6644377 10.8250777 9.5727343 NA 10.1604557 8.1382354 8.3927145 7.2812541 7.1854384 10.7000887 12.5378463 7.1604554 10.7693683 NA 2.3212643 1.6431635 16.3439341 6.6962916 7.0627186 9.2913579 9.0508728 2.9062172 10.2198534 10.7369938 7.8090922 10.3317801 NA 3.8448175 11.1647805 10.9230228 NA 5.4297766 8.0627191 11.5727344 10.6766031 7.2812541 9.2884783 6.9359618 11.2404878 7.1854384 8.0320584 3.0216929 2.4911861 8.3042454 9.2445796 6.9794629 8.4886700 8.5086041 2.3212643 9.3324793 1.6431635 6.4192844 3.0216929 11.1370355 4.3656436 9.6622148 11.9276572 7.1916169 NA 5.4087153 8.4709992 7.4911773 6.6699806 6.8758403 3.8448175 13.0922255 -0.3919478 12.4639973 8.8834944 9.7114209 12.6145799 7.1350330 6.2038941 10.6864808 11.4408416 3.9651101 10.3422319 10.3846470 10.4949292 9.6799032 7.2927956 NA 7.7263932 11.7542531 8.8796727 6.8210979 2.7806880 11.3659876 7.1977691 8.0077528 9.1430260 10.4633590 9.5307054 9.1900745 11.2345154 0.9061979 NA 4.5691812 11.2460645 5.5880400 8.8986809 5.8604116 10.3331781 5.6788043 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 -0.330 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 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 1 354 NA kidney stage iii t3a n0 m0 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 1 3 2 3 3 3 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 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.907416e-06 6.936056e-07 7.9354904 7.0981690 5.3994377 9.4685051 11.0618182 5.1319557 8.8344505 10.7274564 10.6989978 9.2162734 10.3421324 9.8022855 9.7531950 7.6010710 NA 10.4678437 7.8282806 10.9060121 8.4458479 6.7864604 10.8064764 10.1836193 7.5166211 10.4919897 -0.6228207 4.5865246 9.4869004 14.9430345 9.4364140 7.3137075 9.7586127 7.6944826 4.8364998 9.5730569 10.6148771 8.9103993 10.3370716 NA 4.6249957 10.6589997 10.9926993 0.9620677 -0.6228207 9.5804176 11.8380374 9.5569788 9.2854623 9.5242745 8.7302164 11.0055152 8.1185368 8.3600631 NA NA 8.9620322 9.2241269 10.4823234 8.1844246 9.0998772 3.0775165 10.1015835 5.5668943 7.9354904 7.1908509 10.4296377 3.5469932 10.4973075 9.8507754 10.4070470 NA 5.1319557 9.4592187 9.1015834 7.9084509 8.3966604 5.8689238 13.1979466 4.2109732 12.1096611 9.6320982 9.4173593 11.0059708 8.6485327 7.7779490 10.8903037 8.3018821 5.4855943 11.1710793 10.6502825 11.8565973 9.8639047 8.3742492 NA 9.1032878 10.7843746 9.8293110 5.2839588 2.8365099 11.0285698 8.3195841 6.3657538 9.9201015 10.8492528 9.4377656 10.8334240 10.4139301 4.6989963 NA 6.7949227 12.4450081 8.4512111 10.0441813 8.4214636 11.6494079 7.0913148 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 -0.399 -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 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 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 2 3 2 3 3 3 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 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 0 0 1.17913e-06 4.508437e-07 7.6687793 7.0392985 10.5703463 8.8968540 7.8934472 2.6283537 8.7725597 10.1864379 11.0848091 8.8797401 10.4192319 10.4186396 10.8719719 6.7613903 NA 9.7873190 8.5783244 10.4001547 7.1801608 5.3587584 10.5972936 10.5894201 8.3237515 10.6233716 0.7538612 2.6283537 6.9698331 16.8747481 11.5173850 7.1968391 10.4421463 8.0667792 4.0758235 10.1989108 10.3394845 7.7273542 10.0780766 NA NA 11.0412236 10.6732560 NA NA 8.8934475 12.3882533 10.7138979 8.1231297 8.7330831 9.4692861 11.3670716 8.3135919 8.7311758 3.4908653 NA 8.4427291 9.5472283 8.1433480 8.2023565 10.8827496 3.3388522 9.8073694 6.0877959 7.2403954 2.1689308 10.3856793 4.2133239 10.1590375 10.3868912 8.3110408 -0.8311013 3.4908653 8.0454506 11.7748759 6.9568361 7.5352559 4.8127908 13.2967666 2.2866151 12.4601042 9.3636904 8.8037446 7.1745582 7.4998507 7.4727144 8.7330831 11.9294455 1.7539040 11.3250165 10.5574890 11.4886056 9.9978633 9.0907743 NA 6.8762922 11.6230734 9.5374399 6.9036433 10.6339182 11.4948010 7.7003149 8.4333760 10.0034045 10.4902980 9.5504765 10.9482425 10.5708797 2.1689308 NA 6.0515766 10.8400322 7.5909979 9.4908615 8.0728154 9.9986563 7.1751753 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 -0.436 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 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 16-10-2014 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 3 3 1 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.317851e-06 4.508437e-07 6.9803910 7.9590961 NA 9.4229089 10.5480751 4.2799541 9.7564561 10.9093075 11.7097999 9.2163084 10.4369369 10.2659283 10.8076141 9.6763519 -1.1124747 10.3974085 7.8154115 11.4567770 6.4498766 6.7268367 11.3070670 9.9737697 8.2207889 10.7215000 -1.1124747 5.9644495 10.9574188 15.5072803 10.0928158 7.7014146 9.0983048 10.3764778 3.5880730 10.0411855 10.3824890 8.2583210 10.4107053 0.4725917 7.2713379 10.6554042 10.8616895 5.2274831 -0.1123188 7.9510288 12.4043184 11.3360079 8.6035956 9.2050462 7.9100011 11.1911289 8.6689931 9.2241401 NA NA 8.9935419 9.8012709 10.2778024 8.2799508 9.9691170 0.8876033 10.0013757 8.0848504 8.1822543 2.2095469 9.2528624 3.7945198 10.8566602 10.1776524 10.1567601 -1.1124747 0.8876033 9.4995804 11.8740089 5.7331238 8.6624206 7.2451857 11.5780680 5.6467905 11.7430860 9.3844872 9.0537967 10.1550054 9.0259053 7.8734755 11.2322068 9.8418297 3.4111957 10.8191097 10.4092339 12.4975048 9.6299429 7.8505294 2.2095469 9.2319294 10.9743635 10.3060131 7.3794867 0.4725917 10.9337343 9.3739657 6.0373800 10.0793096 11.8427385 8.6739030 11.3468089 10.2643015 2.6949916 NA 7.5846010 12.0735929 8.9523764 9.7315546 7.8064968 11.0026771 7.4422220 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 -0.358 -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 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 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 1 1 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7.75589036 8.54683737 5.23698236 9.47077904 9.61073328 5.05195063 8.10047995 10.85169182 11.57650206 9.54346572 9.89201573 10.48666611 10.31181721 8.87226333 NA 9.66138157 7.17558149 11.55104063 4.61137897 5.68176689 11.09818378 11.21510978 8.27975589 10.00058034 -0.51787454 2.94151952 11.30426689 16.23700152 9.71810865 7.11871894 10.11418090 9.48209440 1.80401224 9.50654165 10.30943713 8.21680405 9.66448888 0.06708796 4.41282894 10.23070666 10.19117830 2.48209964 2.18253340 6.75821922 12.18653850 11.81147035 8.23196370 9.88030365 8.72645830 11.42808689 9.79781016 8.91984656 -0.51787454 NA 8.37387829 10.71930445 8.70126314 7.33071704 8.09864326 4.03667915 9.92140598 6.29587544 8.36779083 2.80401224 8.22187515 4.38898163 11.07221362 9.22860876 9.24364576 NA 2.28945088 9.57617215 11.52495076 4.74887981 9.41873242 4.87441338 12.02367511 3.23216954 10.98592019 9.48771907 9.15628663 9.62802661 8.40690694 8.57352980 11.07944872 8.89994687 4.18253340 11.61988611 9.82250089 12.05230594 9.63247635 5.84841763 -0.51787454 8.80176655 10.43936341 9.85060083 8.58012664 0.06708796 10.50550224 9.47148887 5.74887981 10.42057135 12.10105341 8.67068316 11.54126987 9.92866079 3.80402257 -1.51787454 8.00369499 11.19419148 8.90731042 9.73712310 7.12595067 10.55924400 7.74418936 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 -0.53 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 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 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 1 1 3 1 2 2 2 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 4 0 0 0 0 0 0 0 0 0 4 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 1.317851e-06 2.42762e-07 9.9528203 8.3481908 -0.6461122 9.2667266 9.4779586 3.2607333 10.0289122 10.3768986 11.2614792 8.9481619 10.5212555 10.2433413 10.4413001 8.5262649 NA 10.6017648 8.2934165 11.4921092 6.4199265 7.6206238 10.7299628 11.7581806 7.4465945 10.6707128 3.8774007 1.3538314 5.3982306 15.9585064 9.6936873 7.5137086 9.3524277 10.0341969 2.5237627 10.2433413 10.9467615 7.8968694 10.8650958 0.3538878 6.1087252 10.7769533 10.6029508 4.5632924 -0.6461122 6.9758892 11.8409237 11.2779075 9.7353804 9.2118182 8.0084734 11.1195378 7.8456901 8.6507534 NA NA 8.0368319 9.8050485 7.6530457 8.4675795 9.6768922 2.8132784 9.9509588 6.2727007 8.6869928 1.6757708 10.5337464 4.8132681 10.1128932 11.2402960 10.3152870 NA 0.9387751 8.5111842 8.1384720 4.9387986 7.5337463 6.2845752 12.8237335 2.4034586 12.1103937 9.1269765 9.9904620 7.8416776 7.7418546 7.0749367 10.8255126 8.4984954 3.8132681 10.1547372 10.7124886 11.7501745 9.5325022 7.3138390 3.5237627 7.0191737 11.3021790 9.7759021 6.3311176 NA 11.2268969 8.6553336 6.6221221 9.8665778 12.0468886 9.3692525 9.3439414 9.9758892 2.9387939 3.7461515 5.8929957 10.3650646 8.1930413 9.3636659 5.9537495 9.8675649 7.5387127 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 -0.515 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 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 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 3 3 2 3 3 3 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 1.005728e-06 2.42762e-07 7.27825894 8.35533568 0.50568772 8.98814159 9.04224077 5.33009942 5.55006336 10.97463313 10.36727364 9.36157648 9.86615102 10.71796348 9.75280612 7.90654912 NA 9.67559473 7.35533524 8.71186999 7.55006413 6.48294990 10.91258333 11.91045652 7.35949921 10.55536860 0.50568772 3.67559014 11.26361528 16.32790860 10.56906485 7.27385433 9.79492023 8.86907435 3.24263299 9.57265589 10.15132814 9.62720318 9.54092697 NA 4.41255799 10.56095220 10.91222905 NA NA 7.96236625 12.30495135 10.55733187 7.08057879 10.20147802 8.99350964 10.53265417 8.35533568 9.14229447 0.50568772 NA 8.57891872 10.70493307 8.81855278 7.29574690 7.30872491 3.62114930 9.96168178 2.38014760 7.93472761 4.44426950 9.23359020 4.89798579 10.79952448 10.15970902 8.17809513 -1.07917317 4.13015661 8.82909986 4.72806200 5.95413115 8.83060045 3.67559014 12.58826234 1.81212852 11.62957556 9.48199514 9.08183917 7.73448812 9.11176635 7.38013894 11.17337264 10.06217583 2.92071252 11.37962643 9.94999446 11.37680489 9.99752289 7.53541692 NA 8.39644081 10.75723498 9.61157815 8.57713195 3.38013374 11.23273929 8.73769082 6.68225866 9.81628258 10.25832918 8.99082811 10.70411477 10.42502965 4.80335105 -0.07932559 6.89225136 11.43295388 7.86028622 9.06281438 8.46180397 10.11361651 7.33855991 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 0.211 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 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 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 1 1 1 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7.4230814 8.2128174 1.1656869 9.1769206 10.6194784 4.4510924 8.8131517 10.6739833 11.3714866 8.1458328 10.2617495 10.5734921 11.3978144 9.4148068 NA 10.1379552 7.1543776 11.1436887 6.2425091 7.2317828 10.9301502 11.0256163 7.9138863 10.5235092 0.7506922 1.1656869 9.1052726 15.9852612 8.8310291 7.3604503 9.9786727 9.9511458 2.3356262 9.7693197 10.6184493 7.7202819 10.1748221 0.1656869 1.9730602 10.4171757 10.7891176 4.5580104 NA 7.8695969 12.0454680 10.9466431 8.7785618 9.1169781 7.7804033 10.9682097 8.3280847 8.6495091 1.7506494 -0.8341845 8.3727075 10.0748363 9.1642837 7.9172372 9.1852840 2.9730418 10.0283306 6.0605100 8.2923976 5.1198915 8.4277880 4.3751437 10.5935299 9.8140509 9.7298428 NA 1.4876407 9.2478423 11.2022103 11.1529573 8.4230810 5.7048526 11.7245923 3.0463863 11.5935299 10.0127506 9.4017075 9.8310293 -0.8341845 7.6615487 11.3647521 9.2584504 4.2100849 11.1977391 10.4802765 12.3521171 9.9730483 7.5877580 1.4876407 8.3306001 10.8686581 10.0483363 7.9601091 0.1656869 11.0804521 8.3919610 5.8239047 10.3702645 11.1253331 9.0483365 11.1329196 9.6754682 6.7338776 2.3356262 6.9272446 12.1173423 8.3921053 9.5396460 7.0605111 10.6640439 7.6210203 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 -0.593 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 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 16-10-2014 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 2 1 1 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 1.907416e-06 4.508437e-07 6.83702613 8.13486266 5.28835856 10.20418377 9.61743918 5.54990016 7.83396025 10.63008953 11.71065893 8.59406777 9.69257610 10.71107782 10.35618685 8.54334469 -1.04245680 9.82317646 7.74044123 11.58509108 6.05020129 5.88818067 10.72624780 9.95673856 8.65441084 9.95397320 0.76477076 0.95746891 11.76701038 15.43134710 10.66004877 7.53864369 10.39024603 9.41892275 4.67168966 9.42504886 9.70605546 8.55363313 9.38475613 -0.04260539 7.28162407 10.25263812 10.79467693 7.55176747 NA 7.20774159 12.19801097 11.88753369 8.08414773 9.75591506 9.04424301 11.49028612 10.18415642 9.35297740 -2.04275399 NA 8.76479829 10.26264996 10.54803023 7.05283972 7.34761251 3.97981501 9.85036548 6.64043728 7.97146366 2.04491864 8.26236503 3.20537687 11.16887528 9.74616158 9.19883053 0.27941186 4.94612727 9.56060587 7.96025800 5.63692328 9.11542164 6.74860614 11.66889509 4.41375654 11.44302097 9.88781098 9.41841092 9.82394946 9.11983444 7.85074443 11.09010355 8.62721394 2.60129241 11.60197548 9.77122435 12.47160247 10.83491904 6.52349766 0.95746891 9.14603197 10.52890433 10.25808180 8.16567733 -0.04260539 10.37503204 8.88447307 5.51968657 10.31417026 11.73469853 9.46375077 10.59474737 9.59859187 7.61139889 1.76481322 7.81853041 11.80508786 8.33682162 9.68536361 8.20299604 10.67276175 7.84618677 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 -0.479 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 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 16-10-2014 female 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 1 2 3 2 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.040408e-06 1.387211e-07 6.5632131 7.8291075 0.8489584 9.4892126 10.6830436 6.7797049 7.0037855 10.1262551 10.8741072 8.3083991 10.2652374 10.7434065 10.5912771 8.4470200 NA 10.1999068 7.6595393 10.6038552 4.9364306 5.1527472 10.8696004 9.9968085 8.2412849 10.0058724 2.8489584 NA 10.2809875 14.3579075 10.2288875 7.4112101 11.2631243 8.6237546 4.0968943 9.3527934 10.2562353 8.9137104 9.8545921 NA 4.8031650 10.2407483 10.2471769 1.4339209 -0.1510416 7.6237550 12.0743257 12.0380200 8.0535388 10.0777863 8.4245069 11.3968261 9.2710325 9.1652492 1.1708865 NA 8.2196550 10.4765015 9.1921532 7.9257835 8.8545923 3.0189012 9.8844541 4.8933622 5.9469998 4.9150571 8.9069594 4.2065182 11.0123028 10.2261782 9.5912770 -0.1510416 1.4339209 9.7490797 10.8165542 9.7693205 8.9833938 6.0387917 11.2911336 4.4063190 11.2983742 9.3527934 9.1366800 12.4589543 8.4470200 8.5018125 11.1544594 8.2689279 3.7069504 11.6098954 9.9257832 11.8401351 9.9430453 7.6005114 NA 8.6450074 10.6042559 10.2250931 8.1663800 3.1709025 10.8664721 8.7678309 6.0968943 9.9483154 11.8547676 8.5476723 10.8262475 10.1932635 3.9364306 -1.1510416 7.3607207 12.1992162 8.5649295 9.3165732 8.8333860 10.5946419 7.4636772 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 -0.426 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 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 16-10-2014 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.40.0 NA NA 1 NA 3 1 3 1 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7.2086675 8.9667220 4.9488017 9.8255109 8.0407226 3.6268713 7.2554611 10.7196292 11.0678482 7.7967969 8.9083749 11.1584587 10.3995772 6.5687694 NA 10.1081403 7.5388159 10.4281123 5.8465510 6.7143348 11.1298608 11.3983615 8.3504880 11.0637414 1.3789555 4.5286901 8.0601831 16.0690721 10.5868739 7.0584247 10.3597981 9.6867145 4.2118377 9.2585276 10.5718537 8.6986165 10.1204114 -0.6210445 3.7008725 10.3792967 10.7996943 0.3789555 NA 5.8135734 12.3734747 11.8313144 7.8727998 10.3612251 8.5172162 11.4868154 9.5127288 8.7936296 NA -1.6210445 8.1553774 11.2199191 7.7008725 7.5159355 10.4956133 3.0793781 10.1806529 5.8946432 8.0425026 -0.6210445 9.2126253 4.7712623 11.1919240 10.5491825 8.4423398 -0.6210445 4.1863025 9.3859717 10.6137619 4.8707987 8.7375958 5.5184974 11.9568453 4.6597134 11.6566678 9.2260017 9.7830216 12.7646721 9.1321612 7.0689427 10.7631886 10.3768296 2.4664183 11.3538968 9.8797863 11.6912603 9.9511710 6.2493088 1.5488805 8.2783012 10.4817830 10.0133017 9.4750008 3.5883968 11.3519243 9.7883301 6.6674877 9.9714016 11.7208802 9.5223277 8.8208513 10.4212879 5.6419795 -1.6210445 7.2858350 10.7285022 8.5197742 10.3309576 5.7626491 9.9525917 6.9751338 9.8657795 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 0.495 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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.40.0 NA NA 1 NA 4 1 2 1 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.387211e-06 4.508437e-07 7.4209632 7.9820792 9.0730402 9.3953981 9.9396694 4.6370653 8.1565766 11.1804734 10.9248542 9.0557361 10.3658656 10.3876393 10.6102787 8.5987504 -1.3172469 9.9176885 7.8095752 10.4978540 4.8527979 5.6486553 11.5375447 10.1847083 8.1195824 10.6563819 -1.3172469 9.5462831 9.1112312 15.9351299 7.4642304 7.2753284 10.4048247 10.2541497 4.9307988 9.6849828 10.5998701 8.5822278 9.9502430 1.0048250 7.1586046 10.2621869 11.2381792 7.2412920 NA 8.0557363 12.2366203 11.8386380 8.0470055 9.6143473 6.8224230 10.9011316 8.6457672 9.1289205 -0.3170672 NA 8.2142526 10.7526564 8.8714599 7.6312382 9.8458918 3.2064401 10.2536756 5.6828710 7.7913954 -0.3170672 9.1206231 3.4902235 10.9991526 9.9803605 9.1340823 NA 5.5283619 9.5299285 10.9983037 5.6253845 8.6414239 5.3552947 12.8951395 4.4374941 11.7433981 9.8868307 8.9056659 10.8929335 8.3658657 8.8763963 10.9464337 10.7815612 3.8527979 11.5622628 9.9923474 12.1375559 9.8726957 7.2025069 -0.3170672 8.6515379 10.7710862 10.1990635 8.5204989 1.8527979 11.1320197 9.4054566 6.6828710 9.9260451 11.1661830 9.2706485 11.1558157 10.1995560 7.3491308 NA 7.3588279 11.5647498 8.8172974 9.9734659 8.8160134 11.0282763 6.9402584 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 0.466 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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 2 2 5 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 8.3494821 7.0569552 4.5723622 9.3629967 10.6802091 6.6734448 5.8849495 10.8646067 10.0862778 7.9668913 10.1965356 10.3528725 10.1626445 8.6181630 -1.3819493 9.9735140 7.3562548 9.8737817 7.0147681 5.3460846 11.0378598 11.3913021 7.6405306 10.5228390 -1.3819493 6.4636535 9.2772669 15.4966689 8.0444275 7.6405306 9.8251773 7.4447118 2.5250415 9.9179434 10.4315433 9.6842521 9.7122407 NA 3.8276158 10.4133909 10.7634582 NA NA 8.4190627 12.0691164 9.2781588 8.0999621 9.8761400 8.2012457 10.7974501 8.9367057 8.5114645 3.2031228 NA 8.7161949 10.1115181 9.3822051 7.6815582 5.6068479 3.6181682 10.2370072 0.2031385 6.7980726 6.6788593 9.2958826 3.8660870 10.8436717 10.3112142 9.4992769 -0.3817613 2.0775848 9.9679970 9.0548745 7.3011578 8.9822974 5.7371026 13.0102120 3.2911468 11.5817815 9.2754813 9.0816874 5.4510528 7.3830346 9.0094065 11.2344820 9.6849248 4.6625587 11.7127355 10.1918101 11.5154412 10.1200001 8.0693740 -1.3819493 10.5061450 10.8293424 10.1587753 7.8227340 7.8984696 11.0067184 8.1397631 7.2475193 9.6188672 11.2381536 9.2392990 11.1004667 11.0262273 3.4255130 NA 6.7319055 12.3408637 8.5839474 9.5015699 9.2162155 10.9880328 6.8942879 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 0.000 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 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 16-10-2014 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.40.0 NA NA 2 NA 3 1 3 3 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.21381e-06 4.161634e-07 9.7839537 9.0625573 -1.4611639 8.8439170 9.8028514 6.0781551 8.2272458 11.2226480 10.9039507 7.5018913 10.3722808 10.5442691 10.0127011 8.0935845 NA 10.1787883 7.6238040 10.4284993 7.6605286 6.6370276 11.2457072 12.1842035 7.2600944 10.7221034 4.1537081 3.0625535 9.8063674 15.5408653 9.4726860 6.9183743 10.1656170 9.2720108 2.2394286 9.7732141 10.5502226 8.8665479 10.2643617 -0.4609653 4.0308481 10.3503701 11.0873357 -0.4609653 NA 9.1945262 12.1422740 9.6277836 8.5018913 9.8732686 8.8104585 11.7068839 9.3923050 8.5134098 6.2532405 -1.4611639 8.3203552 10.1660732 8.9194566 7.6291081 7.0025203 4.3718864 10.1342529 4.5613628 6.2532405 4.7678137 9.6104578 5.0935855 10.6656998 10.5724184 10.1017148 1.3463613 1.7089376 9.6291078 6.7963836 8.8998424 8.6010416 5.2804627 12.8832219 3.4540443 11.7849937 9.5389953 10.0858899 10.0502539 8.6158110 8.4741606 10.8990194 8.6357105 3.4931862 11.0048169 10.0940638 11.4941003 9.9462631 7.6211442 -0.4609653 8.2411681 10.8042705 10.1837530 6.8788455 7.3623629 11.2027758 9.4155124 6.9690710 9.6862004 11.3032450 9.4960974 10.7383610 10.4097454 4.5833867 -1.4611639 7.3591741 11.9050443 9.1846537 9.3876182 7.5474244 11.2476482 6.6734222 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 0.134 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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA NA 2 NA NA 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 7.1434128 7.8713330 2.3133329 8.4675933 8.4540253 5.1206920 4.5357295 10.8180463 9.8848796 7.3865868 10.8675001 11.2476837 9.4653407 7.8610888 -0.8564760 9.7423957 7.0013936 8.4788028 5.5009645 4.8438532 10.6033565 11.3589456 7.4471932 10.3171772 0.7283995 4.1878073 9.9353895 13.9611458 8.4517518 8.4078553 9.3877765 5.1878073 3.6669724 9.4720876 11.2041086 8.2956973 10.2982308 -0.8564760 2.7283777 10.7232000 10.8696308 -0.8564760 -0.8564760 10.9020522 12.7197789 11.6148338 7.7617979 11.5662658 6.2095021 10.4998646 8.6231927 9.5303529 1.7283559 2.1434261 8.1546399 11.6735751 9.9959421 7.0563017 4.9247745 3.3913416 10.4090277 4.8983003 2.8438432 7.2095021 10.8903467 4.3528644 10.9041326 10.0645097 7.2675339 1.4653476 4.8713311 9.9426942 7.4965598 9.9165519 8.7836577 5.7727698 10.7544374 2.5384637 13.0800506 10.7250840 13.0167606 3.3133329 6.3818181 8.8490450 10.8563694 7.9857628 3.6028488 10.1630034 10.1313872 11.4943518 10.5966832 5.9889028 -0.8564760 10.0176255 11.2444034 10.6546711 4.8713311 2.3133329 11.0017822 8.4252730 5.9889028 10.2268920 10.5961687 9.6402664 10.6337621 9.6201588 5.8419077 NA 7.2519368 11.9937948 8.8051909 10.1278311 7.1149562 10.1650866 7.5612650 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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.40.0 NA NA 3 NA 4 3 3 3 3 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.6380746 6.1379195 8.6769934 9.5366758 9.6274690 3.4960532 8.1926632 10.2356615 9.4851317 8.8800576 10.9231877 11.0098511 11.4233226 8.2342642 -0.3619725 9.8371332 8.5747123 10.2900231 7.6520949 5.4324918 10.9083698 9.8752845 7.7699317 11.1003978 5.7255367 8.6756215 8.7162251 14.6902179 5.7361069 7.8548204 9.3480199 7.2710699 0.6381202 9.0022091 10.1616364 9.2379874 10.7098720 -0.3619725 7.7014694 10.1000654 11.2656084 -0.3619725 -1.3617871 5.7776249 12.3883627 9.9701111 9.0944290 9.6618289 8.6182141 11.2697063 8.0851575 8.9153619 8.6987703 0.6381202 8.9407135 9.2683415 6.7878216 7.3105001 9.9367099 3.8860038 9.4670043 3.5922657 10.2601262 3.8080040 9.2333321 6.1537749 10.7105421 9.8824382 7.7361063 -1.3617871 5.6714972 8.8560320 7.4292377 7.3210694 8.1577107 8.4276083 11.8238791 5.8700638 12.1093686 9.8925126 9.9818154 11.0000182 8.4357361 8.4598484 10.5643705 6.7041637 2.9600112 10.5998859 10.8755832 12.2709561 11.0598763 8.5479676 -1.3617871 9.1586932 10.4221367 10.4827802 8.3540364 9.6145455 11.9033965 8.4709647 9.5299644 9.4397829 9.2864321 9.7699314 8.3367792 11.4618398 1.8080143 0.9599927 5.5688104 11.9192801 8.8704954 9.0706163 6.1616358 10.7814577 7.4709647 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 0.000 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 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 16-10-2014 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.40.0 NA NA 1 NA 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 1.907416e-06 5.202042e-07 8.1933982 7.2979287 3.1738150 9.0791943 10.8646785 3.9286925 10.1885254 10.2665646 10.6490343 8.8068025 10.5548096 10.0564505 10.3018017 9.3210124 NA 10.7110258 8.3056646 11.4137043 7.3286256 6.4311950 11.1170549 10.1780279 7.8031644 10.6445324 0.1737671 2.4957463 7.0503243 16.5227085 9.4534180 7.2017132 10.3146373 11.0090684 5.1738070 10.2908012 11.0510916 6.9875892 10.8716439 1.9811585 4.5661271 10.8751139 10.7704631 5.6167517 -0.8262329 7.2770949 11.5136575 11.4883907 9.5650510 8.1989469 7.1906158 11.9753137 8.6229560 8.6495407 NA -0.8262329 7.7995161 9.6383532 8.5225356 8.7379571 10.7365269 1.7587722 9.7168393 8.1453509 7.9220004 3.1738150 10.7336625 2.9811585 10.1192512 10.3814319 10.3844788 -0.8262329 2.1737990 8.2744699 13.9535781 10.5693416 7.1738070 5.8603073 12.6917228 4.3960704 12.6694127 10.4446867 9.4074271 11.5491185 8.0533905 7.4074275 10.4258815 9.6983492 4.8462325 10.4912201 10.6691629 11.7467445 9.5125439 8.2901516 2.6332452 8.0130111 11.1294864 9.8672945 5.8320191 3.2612750 10.9959799 8.3562019 6.7129658 9.9835755 11.2820052 9.4181714 10.1518029 9.9286950 1.4957463 0.7587296 5.5831971 11.2051641 7.5916600 10.0480203 7.2823323 11.0908065 6.7958591 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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.40.0 NA NA 1 NA 1 2 2 1 3 1 4 2 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 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 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.525932e-06 6.936056e-07 8.5871624 7.4010459 0.6098495 9.5339528 10.5424665 4.8766692 8.6433057 10.8725648 10.6415839 8.0064877 10.3998238 10.5626238 10.9396790 9.0846025 0.1948435 10.4236639 8.5509303 10.9399592 6.8290516 7.1529145 11.0876409 10.5354370 8.0795243 10.6356867 1.4172179 4.9849220 8.7959968 15.6882524 9.7203660 7.3912427 10.4172376 10.6308626 3.7798060 10.1241036 11.0287894 7.8217708 10.5498291 -0.3900560 3.1948435 10.7394877 11.0277352 4.8952832 NA 8.3445924 11.8883321 11.3388660 8.7378770 8.8350900 7.7947583 11.1415078 8.3580753 8.0507520 NA 1.4172179 8.4075444 9.9385575 8.7455920 8.1910834 10.1934355 3.2823064 9.7897917 6.2319354 7.6840241 3.4678664 10.0785067 4.8952832 10.3891916 9.8156760 9.9073722 1.9317965 1.1948435 9.3722648 12.7025572 9.8860070 8.0896629 5.6973457 12.9017009 3.0830261 12.1503740 9.6063562 9.7791814 10.5724172 8.9463893 7.9914255 10.7519897 9.5420974 4.2537397 11.0807957 10.2658606 11.7133344 9.6119945 7.3479747 1.1948435 8.4204542 10.7045311 10.0866288 7.4678639 3.9674361 11.0792701 8.4091155 7.1735362 9.9952058 11.0442503 9.3361008 10.8672705 10.2831917 6.3365101 NA 6.4236639 11.5900222 8.4740689 10.3215497 7.8696259 10.4951977 6.8290516 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 -0.513 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 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 16-10-2014 female 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 3 2 2 1 3 1 3 2 NA NA 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1.803375e-06 5.548845e-07 9.981504778 7.735707647 2.316174712 9.193913148 9.806417993 4.386555763 9.065703164 10.766142841 11.116097967 7.193912655 9.928668781 10.557436992 10.281375902 8.488095999 -1.005782353 10.179735707 7.882984121 10.739074529 7.582955609 6.870758016 10.975451208 11.133152426 7.820789106 10.805539140 3.801593262 4.242168032 8.720458722 15.216752651 9.746621302 7.648876679 10.524647097 9.303717058 4.386555763 9.985762544 11.069051209 8.397252778 10.309390290 -0.005782353 4.638097013 10.414200874 10.601571081 -1.005782353 NA 7.742433403 11.969551361 10.439772926 9.101457836 9.248088147 8.302579981 11.766349057 8.975808139 8.316168827 4.608951140 -1.005782353 8.424693291 10.242168270 8.685984286 8.123523943 8.482080679 4.351790849 9.854551766 5.469973863 6.316169280 3.638097013 10.116421683 5.143989248 10.775190497 9.736550083 10.129308650 2.901127556 3.081697530 9.331862609 7.855327604 5.437184452 7.804812509 7.133791600 11.969372202 5.145612247 12.152219172 9.151587667 9.757453017 11.328793389 8.046808612 7.494086742 11.048166626 8.373619068 4.579204289 10.950616913 10.473010309 11.872291650 9.956413767 8.476040174 0.579180148 7.927931407 11.017468351 10.126097717 6.839730370 4.420502613 11.476796621 8.433032459 7.159147790 9.655128000 12.203237105 9.374701749 9.998461244 10.463882550 2.994235753 NA 7.011049424 11.196670725 8.899627611 9.434071682 6.919052802 10.745784812 7.453672310 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 -0.134 -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 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 16-10-2014 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 3 3 2 3 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 2.219538e-06 4.855239e-07 7.4344731 8.4719479 0.5427038 9.5918572 9.0574034 2.8646121 8.5012421 10.9317829 10.8766833 7.9133765 10.1006317 10.7451193 10.9665931 6.8464708 NA 8.9403641 7.6114675 10.2509111 6.5925378 4.8464682 11.1553276 10.5822939 7.7906170 11.1940035 2.1276663 7.5313744 12.3523570 15.8527696 5.4615515 7.5483141 10.1706792 9.4061015 4.9520819 9.7269449 10.4789593 9.3834674 9.8470407 -1.4571972 7.3975574 10.3751839 11.3952189 1.3500446 2.4495878 8.0405412 12.2147832 11.2383527 7.4375074 10.5426894 9.0072350 9.7101075 9.0905478 9.5754239 NA NA 8.4344731 10.9155544 8.9856328 8.2080251 10.0934362 3.2975730 10.1285909 4.9520819 9.5705954 6.6459768 8.8803112 2.8646121 11.0689441 10.1092191 8.3548669 NA 6.8094762 8.3897466 4.0021174 5.4852046 8.6301521 6.1720454 12.8728360 5.5887206 11.2040221 10.3909211 8.7988981 7.6221741 8.9928695 8.2009011 10.8586880 11.8040498 4.7325134 10.5295980 10.1149159 11.6932300 10.3071464 8.1049321 -1.4571972 7.2361759 11.1423396 9.8567061 9.2620782 1.3500446 11.5203271 8.2650702 7.4497000 9.8246194 11.2936057 8.7882420 9.3289590 9.9504882 3.6301492 5.1573995 7.8396057 10.7748104 8.4037764 9.2239278 6.9605418 10.9980166 7.8510281 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 0.545 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 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 16-10-2014 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 3 3 5 2 3 3 1 1 NA NA 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 1.942096e-06 5.548845e-07 7.6219229 7.9352305 8.2312351 9.0537451 10.8047504 6.4458459 8.3471766 11.3076484 10.9688044 8.2211395 10.1387964 10.3605757 10.5651859 8.6507929 -1.2546336 9.6930429 7.8721103 10.2497285 6.4178306 5.7226846 11.3014330 11.1098143 8.2372592 10.2656956 -0.2546336 7.6937734 10.1166381 15.4904368 8.7911655 7.4319062 10.3779469 8.2689681 1.9153297 9.8295499 10.4031710 9.0261768 9.9209556 -0.2546336 5.1377248 10.2104622 10.5422568 -1.2546336 NA 8.5798771 12.1641810 9.7355100 8.1779477 10.1139125 7.2923005 11.0824703 8.8887892 9.0086751 NA NA 8.7468142 9.6485346 9.8964225 7.9933336 9.4142910 3.4458459 10.1909381 3.5002922 6.1204453 6.4107413 8.8565416 3.9153297 11.2549336 9.6462728 10.0151171 -0.2546336 4.0673376 10.3047831 10.8285528 7.2650421 8.9438510 5.8114942 13.0707817 4.5431989 11.0919197 9.2561702 9.2797088 8.7183856 7.9352305 8.5052943 11.5061259 10.2109724 5.0121932 11.4931794 10.1095406 11.8539304 9.8938826 8.1862752 NA 10.1468189 10.8344757 10.5615896 5.2999956 6.8216873 11.0420354 8.2290808 7.1716712 9.8388235 11.2954312 8.6642691 11.4091864 10.7531341 4.5267637 NA 7.4596513 12.9186927 9.0250166 9.8473816 8.9376987 11.5123489 7.3341204 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 0.056 -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 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 16-10-2014 female 1998 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 3 3 4 2 3 3 3 1 NA NA 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 2.150177e-06 1.075089e-06 6.3437329 9.4588944 8.1903625 9.4215193 8.9025011 6.9611163 5.1322272 10.8729855 10.8057699 7.7730442 9.9321064 11.0928400 10.4655014 7.3355118 NA 9.4436779 7.1604251 8.7235046 6.5985468 3.9286925 10.4078628 12.4039371 7.6980823 10.1919457 1.8842853 6.2680058 12.5487481 16.3016342 7.8326679 7.6491721 10.4331227 7.7076683 4.2418554 9.2968708 10.0473215 10.0961891 9.6441891 NA 0.4692608 10.2803704 11.4287823 NA NA 7.1179204 12.6726113 8.8091134 6.7791192 9.9510628 9.5090962 11.4657368 9.3620591 10.2352400 4.0135873 NA 8.2636791 11.1143213 7.1880814 6.9286948 7.4842139 3.7911889 10.0809029 0.4692608 6.4990103 3.5847461 9.0212920 4.6391858 11.7571681 10.7258652 8.5425123 NA 7.6358451 9.5890691 8.3105655 5.2418516 9.1215107 7.8209390 12.3667307 1.2516888 11.9251042 9.9004126 8.9149681 -0.1157538 7.1971843 8.0238525 11.0429106 10.1070957 3.2766158 11.5836564 9.9389052 11.3238721 10.8113380 8.7422818 NA 9.3661003 10.6775221 9.3640810 6.9980431 0.4692608 10.9527433 8.8209387 6.5708014 10.0796730 11.0292777 9.4767579 10.1292592 10.2473405 5.2721464 NA 7.6722033 12.0219324 7.6358451 9.1604254 5.4842123 10.6228153 7.6428236 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 -0.407 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 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 16-10-2014 female 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 2 3 5 2 3 3 3 4 NA NA 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 0 0 0 0 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.595293e-06 4.508437e-07 7.2579959 7.6638349 NA 9.3198211 10.2333342 5.8884218 6.2902364 11.0633120 10.5212854 7.9925147 10.3212847 10.6350965 11.7942599 8.2762198 -1.2095616 9.4994744 7.1997813 10.7543704 6.9299425 5.3602449 11.0775259 11.5037772 7.6576693 10.4168024 -1.2095616 4.6232816 11.0717412 15.4669263 8.9067346 6.8672058 11.8085909 8.1078035 2.9603078 9.2651105 10.1257810 9.6264410 9.6836922 -1.2095616 4.8347870 10.2317787 10.7189090 0.3754009 NA 8.1610780 12.8038006 9.8141450 7.4486020 10.1981895 9.0383182 11.5431894 9.9324978 9.0406892 NA NA 8.8805031 10.5606416 11.0984452 7.2862454 8.6452589 3.5452765 10.3430598 4.2166566 7.6882363 6.3139532 7.3411372 4.6972790 11.2640964 9.7292351 8.8524368 NA 3.3139569 10.0264049 7.9578090 6.9851475 9.8182966 4.3449776 12.8935965 4.2975509 10.9312205 10.1692274 8.9222475 9.9814498 7.2208436 8.1805596 11.2523817 10.2574867 3.2498245 11.3087979 9.9119242 11.9718535 10.1335764 7.9145119 NA 10.0034949 10.4672292 10.0554196 7.8155300 2.5977457 11.1832447 9.0928467 6.2333340 9.7691011 11.1813657 9.2882425 10.0400968 10.7096265 4.4342479 NA 7.5452780 12.1215876 9.0665152 9.7547315 8.7431319 11.4129001 6.9802150 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 -0.327 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 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 16-10-2014 female 1998 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 68.46.0 NA NA 3 2 4 3 3 3 3 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 5.08902350 3.48955578 1.90458043 9.86933196 8.68476405 2.90459970 6.67398459 11.13407151 10.51327212 10.62258513 10.49773370 10.48236933 10.03575270 5.07452256 2.96873590 10.35318289 8.89328181 11.26194928 8.91073206 3.80272056 11.22118730 7.24282731 7.65461884 10.94750764 4.87142970 7.04135580 4.46753382 15.29050863 11.29867011 6.83748287 9.91785643 6.42815914 4.73056931 8.96578428 9.72883274 9.96086541 9.53990304 -1.55469706 2.35205226 10.86275443 11.60424854 0.03012416 1.03012416 9.84604507 12.79313293 9.50586156 7.70019416 9.43739588 9.67698683 11.19356811 8.78612846 8.90562137 9.14733825 NA 9.79499965 9.47307151 10.14213310 8.03387997 8.59109780 4.11758700 9.71078061 2.83747908 5.27805539 1.90458043 9.73748718 1.90458043 10.76455549 8.12816037 5.52198040 -0.55490899 6.81148773 9.14213310 4.20005701 4.39936253 10.35205623 5.50044835 12.56175324 5.43362383 12.62336359 9.78501559 8.81803056 7.87979397 9.17987526 7.56410680 10.85402605 7.30935175 3.61508666 10.10114342 10.26414711 12.17489255 10.99278316 7.90459729 1.90458043 8.56540335 11.02730993 10.11626429 7.51662823 2.98928436 10.26614234 7.36402869 7.61258398 9.38694693 8.76483776 9.73518451 10.78612837 10.96455617 8.24527270 1.90458043 7.66433421 11.86459916 8.78835129 10.00262925 4.11758700 11.10827889 7.69071809 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 0.000 0.000 0.000 0.000 0.000 0.000 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 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 16-10-2014 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 1 3 6 2 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1.768694e-06 3.121225e-07 5.3403557 7.1516691 NA 9.8777242 9.9195274 4.5706511 8.3998047 10.7187347 11.2679065 7.9550663 10.1141296 11.1295138 9.7464797 8.9253188 -1.3599344 10.0316973 8.4278194 10.7133888 6.9345377 4.9253206 11.3213747 7.9345377 8.1317700 10.5952724 NA 1.9618455 8.5853607 15.6596052 9.9561983 7.0450585 10.7468068 8.9206875 5.4600971 9.7253891 10.1959438 8.2267566 10.2290996 -0.3601196 7.0407960 10.4520940 10.6239790 5.1634786 2.7273759 7.6028124 12.5814229 12.2824197 8.3998047 8.9008363 8.4196362 11.4231196 9.7484411 9.3678371 NA NA 8.6028128 10.6082235 8.6455414 7.8542357 11.0056923 3.5161917 9.8160899 6.4916655 7.6760904 0.6398804 8.3729321 2.5468080 10.8759309 10.1257460 9.0116933 NA 4.6171986 9.1186862 12.5359652 6.5347340 8.8085887 5.4081004 12.5373840 4.4803815 11.2054948 9.0365215 9.0160422 11.2145103 9.7614502 8.7614502 10.3851709 10.6211272 3.3948022 11.7704873 9.9803233 12.1047177 9.3830681 7.8247920 -1.3599344 8.6719624 10.6411666 9.8426527 7.4310797 0.2249046 10.9683111 8.5437986 5.6733388 10.1387660 11.6743718 9.0386603 11.1459763 9.7438601 2.5468080 NA 7.0745450 11.2260528 8.2398295 9.8990715 7.4916655 10.3381873 7.5318220 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 -0.706 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 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 16-10-2014 male 1998 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 68.46.0 NA NA 2 3 5 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 8.323268e-07 3.468028e-07 5.8345696 7.0243950 3.3581290 8.3853171 9.9766774 6.2008927 8.1451832 10.4869672 9.2117810 7.4492799 10.7952964 9.6338520 10.4716481 8.9766775 0.4195389 10.4689277 8.6257333 9.6167495 5.0440225 6.9113860 11.1677257 9.7018491 7.0585719 10.6078044 2.0045014 5.8569384 9.8436992 15.5970822 9.1072001 8.1245892 9.6729864 7.4999065 3.0045014 10.2650230 10.6261403 8.8898528 10.3674133 1.4195389 3.0045014 11.1193945 10.7410852 NA -1.1655315 11.2526865 11.2914381 9.1141809 8.2775138 8.7033928 8.8666162 10.6792762 7.6354700 8.3042121 2.2939884 NA 8.0415847 9.8310439 10.6285801 8.1542424 7.7141535 4.5894579 9.2555833 2.0045014 5.1383517 8.4927817 11.0010473 2.5350078 10.5760374 9.8450984 8.6816278 NA 6.5556689 9.6044083 6.7233142 10.9934956 7.9689968 4.8789656 13.0386830 3.6315816 13.1729586 10.3910764 10.1671665 7.4784266 8.6972077 8.0415847 11.6461458 10.5869510 6.1013559 10.0901892 10.7526882 11.6716069 10.3072613 8.7667853 0.8345494 10.2613593 11.3040240 10.2338483 4.7414616 6.4270278 11.0928420 7.1429096 7.5034553 10.0603803 11.7078222 9.4838265 13.1594541 10.8499854 5.2243104 NA 6.0243950 13.3022396 7.1013570 9.2660681 7.8118505 11.3049750 7.1654869 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 -0.559 -0.559 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 16-10-2014 female 1999 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 3 1 1 2 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 1.28317e-06 2.774423e-07 6.8726306 5.8453244 6.2160396 9.1580330 8.9988192 3.9430211 7.1727545 9.6100472 10.7243799 8.8533417 10.4394460 10.8481923 10.6956796 9.1945589 NA 9.9659163 8.0937345 10.2459310 6.6434594 6.6275178 11.0274489 10.1191340 8.3820101 10.4115841 3.2511434 3.2511434 7.5193697 15.8461847 9.7200015 7.9082545 11.4379234 8.9853311 5.5950978 9.9696094 10.4402067 8.0604776 10.5329833 -0.4492963 5.2089152 10.7665391 11.0065437 2.3580586 NA 8.2972171 12.4964209 12.0937346 8.1891386 8.7029875 7.8384154 11.5110668 9.5085303 8.9082548 -0.4492963 NA 8.9235679 10.7143524 8.6355110 8.2511425 8.0742646 3.3055912 9.4673286 4.2231290 6.8314732 NA 10.0132050 2.5507037 10.9467723 10.1096018 8.0465576 0.1356662 2.7206287 8.8021851 12.6818363 6.2089152 8.2615092 5.3451196 12.3424761 3.0309716 12.3459307 9.2450606 8.7368169 12.2529837 8.7343381 8.2871047 10.9910529 9.6637938 3.1945599 11.3375849 10.2675222 11.9395273 10.2887950 7.5647234 NA 8.1800593 10.9260273 10.1520093 8.5034441 2.8726318 10.9335969 8.1782366 6.1945599 9.6526785 10.1215072 9.5322700 11.0309881 10.8886034 2.1356662 NA 6.5563267 10.8089743 7.7722902 9.7231304 6.3644831 10.5218870 7.7405276 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 0.373 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 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 16-10-2014 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 1 1 5 3 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 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 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 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 6.589254e-07 6.7119546 8.1370695 -1.6144033 10.0902940 9.7303764 5.0293822 8.3798791 10.9117804 11.2359060 9.3812929 10.2551196 10.8170233 10.9754109 8.2589697 NA 9.8372520 7.4756378 11.0674229 5.1928806 7.1766888 11.4168823 10.9508658 8.2954186 10.5698711 NA 0.3854863 11.1303595 16.2294901 9.7996825 6.8572010 9.6191454 9.9285576 2.9704856 9.8382818 10.6870219 7.8953008 9.6795721 -1.6144033 3.8117895 10.6092257 10.2411729 2.7074585 -0.6144033 6.7119546 12.7204275 11.8345454 8.3784639 9.9429895 9.5498041 11.2174267 9.1395782 9.1108920 NA -1.6144033 8.2818582 11.0592764 9.5479171 7.8387961 8.7583908 2.4447201 10.3577875 6.1668861 8.6358240 3.4299239 7.7756946 2.2924284 11.3534724 10.4340126 9.3177405 0.3854863 2.1928885 9.5710207 13.1079064 5.3043906 9.3125629 5.1668841 11.8288578 5.1768174 11.3170020 9.8977724 9.6381912 8.2278758 8.3397222 7.5428725 10.9193421 8.7364648 2.6334545 11.4044213 9.8305406 11.8533860 10.4016375 6.3742101 1.9704856 7.8753734 10.8387578 10.4868449 9.7175623 -0.0294408 11.2792064 9.2675496 7.0079075 10.6125399 12.1687286 8.8408528 10.8065386 9.6772720 3.4729946 -0.6144033 8.0275776 12.0001206 8.6119381 9.8813808 6.9012253 9.9401146 6.4353736 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 -0.512 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 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 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 2 3 5 2 3 1 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 2.115497e-06 6.589254e-07 7.9688338 9.1845962 NA 9.1516978 10.4489416 5.0813098 8.5407403 10.9749134 10.9776348 8.4229385 10.6181385 10.2627093 11.2753266 8.2188122 -1.2405885 10.0936537 7.8494927 10.6316705 6.5985841 5.8989315 11.3752399 12.1531730 8.0096786 10.2570725 1.0813396 3.7593796 10.2740945 15.2018866 10.4331311 7.6297449 10.8234495 8.3311328 2.7593902 9.8207516 10.6545770 8.8613562 10.1986918 -0.2405885 4.7366590 10.2907618 10.8136455 0.3443740 NA 7.4770572 12.0130801 11.0252884 8.4441291 9.7201064 8.3869144 11.0232364 8.7706077 9.2849011 NA -1.2405885 8.2671748 10.1788140 9.6901178 7.7452225 10.4238276 3.5667299 10.0325932 7.7872862 7.8200762 1.3443172 8.0238231 5.5275646 10.8308428 9.4761998 10.4175919 1.3443172 2.9292987 9.7544408 6.7018956 6.2431968 8.7706077 6.4804800 12.8296691 2.2627338 11.4401794 9.9274257 9.9572113 8.2572322 8.1687714 8.5176036 10.9386675 9.5827475 3.1516965 11.2384027 10.0919764 11.8274868 9.7229989 9.0155890 0.7594115 8.8160182 10.7007948 10.7302053 7.1473973 2.0813055 11.0252884 9.0699932 6.6397603 9.9959925 11.3060337 8.9355534 11.1623924 10.2401706 4.5142675 -1.2405885 7.2552354 11.8616842 8.9392895 9.5084118 10.0302596 11.4684642 7.1125271 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 -0.512 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 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 16-10-2014 female 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 2 3 2 3 3 1 3 2 NA NA 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.154842 12.614843 8.477480 9.617559 8.665021 6.885411 6.666576 10.900031 9.852306 2.509037 10.345328 10.616353 11.799408 9.923639 9.149558 1.615934 7.825403 11.201135 9.707952 7.056523 1.808591 11.814044 8.531147 6.988504 9.786591 11.586056 9.527984 5.563482 10.901022 1.130536 2.978525 6.583382 10.578020 8.505563 8.821220 2.896059 9.795148 6.615950 10.994400 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 0.517 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 6.130523 13.090453 5.522840 9.919731 6.672782 9.485434 2.615958 4.200912 8.775822 6.756962 13.243940 9.964071 7.615950 6.273508 7.332235 7.721485 10.184721 2.896059 10.375125 11.307694 7.612726 9.250471 10.500967 7.284329 4.830965 11.942059 12.072745 8.6789599 9.9131940 -0.1913266 7.5466877 6.2432235 9.6327584 11.3284772 11.4468049 5.0565228 10.1836348 6.2348596 9.6595634 8.6414853 8.6973384 9.7700449 6.9171202 1.6159341 4.6159518 8.3841344 12.3114271 10.0553359 12.8095635 5.7696395 10.1310868 11.3061976 13.8592092 11.8523061 13.6639504 10.6127262 2.9785251 11.5105515 6.0180488 10.0730379 8.7958591 7.0277634 8.5194016 10.7322941 10.4320195 11.2377404 -0.1913266 8.4269809 14.3544548 11.4627837 9.3341162 9.0094939 10.8260996 -0.1913266 10.5601393 -0.1913266 12.7940815 11.1492382 10.0446094 10.4885151 10.7293203 5.5899552 5.8854109 9.3134143 7.6414853 5.4379534 11.0788526 3.5634876 13.3876755 13.5544796 8.2639227 8.2963950 10.0701026 -0.1913266 -1.1913266 8.9430217 5.2348615 9.2515387 9.5534290 11.6351437 11.3341161 7.8254034 -0.1913266 11.5942521 8.0398167 9.0951530 11.6941010 9.3213358 4.6414824 9.6805005 2.6159577 9.9378783 7.9735022 1.3935809 10.9000307 10.7422859 -1.1913266 13.4825116 12.9211977 10.3588611 9.7079521 7.0422153 11.5523778 10.3511435 12.8012540 9.4380976 TCGA-B0-5108 54 0 NA 911 kidney stage iii t3a n0 m0 16-10-2014 male 2009 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 1 2 5 2 3 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 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11.1867066 10.4727041 3.8712621 11.5442359 10.0406778 11.7784655 9.8432523 7.7432113 -1.4142683 9.5480376 10.7581294 10.3903989 7.6600059 4.1094274 11.0699321 9.0046236 7.2224887 9.9957857 10.8692423 9.2143099 11.0939068 10.4650647 4.1663137 NA 7.1442850 12.1116299 9.1509665 10.0802201 9.2723650 11.8852156 6.3613104 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 -0.362 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 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 16-10-2014 male 2009 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 3 2 4 3 1 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 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 3.121225e-07 8.8418118 7.5274786 1.6240073 8.6272439 8.6854948 4.5715615 7.2260634 10.7276897 10.0101977 7.1960503 10.3827264 9.7577198 10.1215940 7.3363084 0.8166407 9.4212256 7.8500956 10.1369087 4.4313823 6.0454910 10.7795683 10.1615229 7.1066907 11.4961744 3.2089854 4.5171119 7.5815441 15.2547981 9.9160201 7.4202988 9.8272004 9.7744998 1.6240073 9.6931893 11.1453472 9.4350578 9.9317160 -1.1834413 3.7708713 11.6769834 11.1101440 -1.1834413 NA 10.5761444 12.0445890 9.2239402 8.5765603 9.4295409 9.5309178 10.6037586 7.8854505 8.2658208 2.9041372 NA 9.5589818 10.4114634 8.7708687 8.5832013 6.9613305 3.6240307 10.0267348 -0.1832774 6.7591865 5.5445936 9.6471875 4.5980317 10.7773983 8.6730977 9.0466927 NA 10.4855572 9.3827263 6.0834581 8.6916535 8.5188451 9.0077315 12.5914594 4.3377254 11.9445055 9.9310653 10.0916328 9.4996669 8.0787673 7.6336557 11.0925058 9.6762071 3.6240307 10.7885750 10.2424127 11.9287859 10.6507482 8.2303001 0.8166407 10.1581911 10.6271756 10.1802595 8.1112932 2.6240307 12.0626706 7.8468982 5.9765446 9.3323721 10.4114634 10.0787671 10.2281833 10.7031310 7.6590226 2.7235586 5.8719545 12.1831311 8.8569620 8.9740193 6.3244668 10.4780050 7.2554639 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 0.120 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 8.934315 12.738048 6.643221 11.330153 9.443294 8.458724 4.839042 7.714518 7.125011 6.861066 14.215249 9.342917 8.916020 7.155810 7.591492 8.180807 10.381298 6.217553 10.235579 10.732178 8.223940 9.098846 10.081619 7.115880 6.981579 10.205766 12.417282 10.8229984 10.4735440 0.4016305 9.5840291 7.0693381 9.8658401 11.4963723 11.8807414 7.8222968 10.2418882 8.4350576 10.4011651 8.5865103 8.1808068 9.4341397 7.5648651 7.5136400 7.2761039 8.3065202 13.6072753 9.8867932 12.9123990 4.4680098 12.6252343 10.4930702 15.0564759 11.4614299 15.0082713 10.5811293 3.3402347 10.0834589 9.6376490 11.3316328 8.8025141 8.5188451 8.7533104 10.8208928 11.0331150 12.5052504 7.6808581 8.0478933 13.9204174 11.0325086 10.1609682 8.9343154 9.5283392 1.1386179 10.4614299 NA 13.5019139 11.8576726 10.3175141 10.7276897 10.3827264 6.5715600 7.2429368 8.8867934 8.9953372 4.4313823 12.3938591 1.1386179 13.6301028 12.0747966 8.9067848 7.5216483 10.7175391 4.5980317 -0.1832774 10.0805283 7.1475896 10.6224162 9.3693415 11.7446354 12.4030430 10.1906250 NA 9.7989529 8.2260634 9.1498276 10.0805283 9.2111349 5.7474089 9.9433768 7.2387372 5.5848573 9.3827263 5.7474089 11.0925058 10.4780050 2.9865930 12.7307771 13.0293207 10.5062336 10.1802595 7.8334809 11.1963214 10.3969308 10.3036933 9.9076646 TCGA-B0-5110 71 0 NA 1092 kidney stage i t1a n0 m0 16-10-2014 female 2009 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 1 1 6 2 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5.548845e-07 6.6998653 7.8415631 NA 9.5576687 10.9097344 5.9491427 7.9229905 11.0749661 11.4313650 8.5583767 10.2352094 10.3731959 9.7742825 8.9328531 NA 9.6824321 6.8873669 10.7129615 5.7748925 5.8508419 11.2816149 11.2323282 8.1161854 10.2044400 0.1504297 0.8873693 9.6614947 15.6079422 10.2925080 7.2200745 10.8313465 10.0677730 3.9917078 9.4663053 10.1329193 8.4109287 9.7005065 0.1504297 4.7353651 10.3022632 10.1314925 1.7353489 NA 8.1371910 12.8165510 11.9964137 7.9383034 10.0442082 7.7303451 11.8366097 10.1819873 9.5484320 -1.4344028 NA 8.8726392 11.0994981 9.7043502 7.6739627 6.4480816 3.6947242 10.2663116 5.0572900 7.8737775 4.1200284 7.5050176 3.8508394 11.2615366 9.9064012 9.6798316 0.1504297 1.7353489 10.0786725 12.3418715 8.5878064 9.5261645 6.4171875 11.7016286 2.7725402 11.0264063 9.4798237 8.8737775 10.2942094 8.4358032 8.6647865 11.1562594 9.9507616 4.1503972 11.5432550 9.8074216 12.0526505 9.6555509 6.8038431 NA 9.1893200 10.3776158 10.5773645 7.8181041 2.5654266 10.6180065 9.5275609 5.8415631 9.9333991 11.9601691 8.7626551 11.7697039 9.9932751 4.1662414 -1.4344028 8.0000665 12.2159293 8.8322251 9.6091494 8.5181799 11.0381293 7.9513010 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 -0.505 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 10.947792 11.310482 8.646256 9.992751 10.591270 11.630518 4.832227 2.735371 6.765110 4.120028 13.123500 8.259988 6.435804 7.463586 8.666114 9.523266 11.634385 7.615287 11.061543 8.966318 8.241395 8.478238 9.197725 8.882851 7.585029 10.192060 13.659310 11.038129 10.627822 NA 8.892991 7.914167 10.327405 10.005269 11.721838 9.654889 9.828121 8.283115 9.652901 6.490251 7.289952 8.747833 5.320326 5.293359 8.915273 9.326990 13.802275 10.240513 12.158946 6.043358 7.429624 10.955339 15.878685 11.906957 13.663800 11.322620 1.372785 10.487279 11.131017 10.440804 9.203874 9.526164 9.153216 9.971644 10.470449 11.565615 3.565439 4.813366 13.736673 11.070754 9.531944 7.516724 9.715186 -1.434403 11.605043 NA 12.578238 11.690351 11.381822 11.0749661 10.2352094 6.2865374 6.6043575 8.7712316 9.3186553 5.7748925 13.4007256 3.4723318 14.4085989 12.3939717 8.9843453 9.9037180 9.9604370 3.8133708 0.1504297 9.6502469 8.6342168 9.4998666 10.1338697 10.7065877 11.5518139 11.0261503 2.0248870 9.6687263 9.1084704 8.8884933 11.7990582 10.4113205 2.0248870 10.0052693 8.5341052 8.2466770 10.0786725 5.7253104 11.1562594 11.2549998 NA 12.8183256 12.2639261 10.3675509 10.5773645 7.4203072 10.5773645 10.3840207 11.2544559 11.0742212 TCGA-B0-5113 69 0 NA 359 kidney stage iii t3a n0 m0 16-10-2014 female 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 3 1 6 2 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 8.67007e-07 3.121225e-07 7.6708141 8.8223404 NA 9.8791715 9.8955894 6.3065393 7.9397978 11.0069796 12.0568727 8.6024506 10.3069235 10.7812382 10.4300229 8.6636424 NA 9.1815670 6.9535854 10.5095077 5.2113822 5.3725378 11.6007304 11.4677415 8.2895578 10.6518365 2.6779592 1.2373802 9.4272024 15.5521229 9.2895576 7.5515568 10.6086878 8.9077812 4.5385444 9.4947656 10.0971345 8.3050042 9.7620594 0.4300711 7.9417754 10.0257466 10.6446456 0.4300711 NA 7.5999478 13.1176173 12.0007088 7.5644491 10.5657322 9.3863991 11.7610798 10.4781692 9.6666352 NA NA 8.7620594 10.7226321 9.7009023 7.2755128 7.3429120 3.1304697 10.3544643 4.0738802 8.3503757 5.4961108 8.1252512 4.2373802 11.3544643 9.9027138 9.3972491 NA 1.5999366 9.7090530 9.8207293 5.5898953 9.6844611 5.9218766 11.6962238 3.5115313 11.0327218 9.8672548 9.1200209 10.0909102 5.0299343 9.3391659 11.1044359 10.5161592 3.2373802 11.4783395 10.2821622 12.1590063 9.4730502 7.1647330 NA 8.2228133 10.5712424 10.6491914 8.5241005 2.3369118 10.6052606 9.3957640 5.7252858 9.9022060 13.1250880 8.5201354 10.8935473 10.1874129 3.5593083 2.3369118 8.4798716 11.5865801 8.3900249 9.9773994 7.7676449 11.3697858 7.8667343 9.4384515 -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 0.229 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 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 797 kidney stage iii t2 n0 m1 16-10-2014 male 2009 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 1 1 1 2 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1.491252e-06 2.42762e-07 7.62862780 7.92331441 5.95262944 9.27289894 10.69611043 5.40450466 8.75286063 10.97142184 11.43931489 8.88363914 10.17235500 10.43152759 10.10167634 9.79566663 NA 9.64282881 7.15354291 10.53274786 5.65943368 5.99350228 11.39366626 10.38466796 8.27289894 10.45915227 -0.49025349 1.31701457 11.38620357 16.00813071 10.15669518 7.65434460 10.14676429 9.41657715 2.09464145 9.73910635 10.51425820 7.93804697 10.08333372 0.50964518 4.83161380 10.39500162 10.66070316 -0.49025349 0.09464145 7.62082244 12.40033088 11.39938069 8.16968253 9.34257652 9.24270182 10.93857015 8.94431470 9.04009296 NA NA 8.72521968 10.28694189 9.53066656 7.59979906 8.22907547 3.96911364 10.01847172 5.55407921 8.85398255 3.67961521 7.87819318 4.21012387 11.01226983 9.59449499 9.95418395 -0.49025349 0.50964518 9.74689653 10.67710474 5.92753858 8.98946688 5.29104726 12.36601484 2.83448875 11.35203697 9.82766440 8.89014752 9.23845753 6.35517664 8.86613865 11.23824488 9.65689156 4.48696531 11.62310320 10.23035843 12.44908216 9.37232400 6.77647251 -0.49025349 9.13082279 10.52887416 10.31945468 6.72885518 2.96912285 10.92569240 9.03814066 6.04884648 10.09886955 11.63138198 8.73489418 11.66022726 10.27787087 4.46388398 NA 7.69703844 11.90119873 8.56632428 10.21099308 8.65816327 11.27869790 7.95263002 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 0.481 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 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 657 kidney stage iii t3b n0 m0 16-10-2014 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 3 3 6 1 3 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4.855239e-07 5.5244555 6.6350143 8.2835931 8.2434358 9.6943809 5.3907777 6.5497677 10.9771983 10.3199066 9.2140519 10.2934599 10.0346336 10.6581096 7.2626981 NA 9.7554860 7.9258642 9.8685554 6.6642794 3.9137320 11.1685675 9.1231838 7.9112913 11.3588369 -1.2958363 0.2892443 10.0814876 16.8498211 11.7646351 7.5899732 10.3678350 8.9149483 1.5116198 9.5769519 9.6104160 8.5019387 9.0944459 -0.2956592 2.7917307 10.4465864 11.8705970 NA NA 8.6051439 12.8136179 11.4835860 7.3336339 9.1749359 9.0385503 10.7632833 9.3740479 9.6555617 NA NA 8.6613791 10.4253761 9.3208258 6.8891523 8.4202390 3.7042744 9.8495723 2.2892443 6.8075649 1.5116198 7.5746420 2.8742068 11.1660122 9.6238851 7.6786917 -1.2958363 1.2892443 9.3217444 10.1835520 4.7042744 9.2693790 5.3041898 13.4921285 3.6350114 11.3199066 9.7721616 9.4003750 8.9270718 8.7182976 8.6126695 11.1461837 9.8016508 2.6111724 11.4612502 9.8251628 12.3235799 9.9450683 8.8729491 NA 8.9438756 10.8592564 9.0574237 5.4986913 1.5116198 10.5634235 8.8501709 5.9039493 9.7014565 10.6915410 8.7743980 11.0922943 10.6175404 3.7042744 NA 6.3977636 12.0381311 8.5560258 9.6526442 8.0307063 10.6682567 7.6141702 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 0.356 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 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 535 kidney stage i t1b nx m0 16-10-2014 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 2 1 4 3 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 3.9366474 4.7522294 NA 8.6591179 9.1351459 2.7522348 6.6765001 10.4006664 9.2469918 8.0342625 11.3669370 11.6802744 8.8300138 7.1815389 0.2927817 11.3625809 7.8512162 10.4570739 5.8005893 3.1001535 10.8382426 8.5046839 7.1876134 10.6180897 -0.7072183 2.4627329 7.7886505 13.7431046 7.5264155 8.6370914 9.5630908 3.6851104 3.9932396 10.0351049 12.2092348 8.8222260 10.7670084 -0.7072183 4.1507790 10.8683347 10.0912673 NA 3.3802584 9.6786579 12.3080363 11.5578244 9.0409883 12.5136272 7.9366515 10.7122291 8.1193442 10.6802743 0.2927817 3.3802584 7.4476139 10.8564685 9.5264151 8.2056848 7.0001544 1.2927817 10.1700797 6.7357388 0.2927817 5.5022478 10.4912405 1.8777442 10.5119640 11.0185878 7.6459423 -0.7072183 5.6326463 9.3521399 10.1422006 9.7522271 8.2871490 4.9366521 10.0601524 9.1610162 13.5895683 12.4949193 13.4988941 3.9366474 7.8084951 9.8222260 10.2836086 6.3696113 3.5407217 9.5046837 10.5454609 11.3220827 10.9052033 5.8005893 -0.7072183 8.8454646 11.3744188 10.9393542 3.2927965 0.2927817 11.2690016 8.9297644 5.3371901 10.5089351 8.8493016 9.8578975 9.6470448 9.2956105 4.6503452 NA 6.1129753 11.7948814 8.9492203 9.7450368 7.0275046 10.7634544 6.6415244 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 -0.729 -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 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 59 kidney stage i t1b n0 m0 16-10-2014 female 2010 48 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 1 1 1 3 2 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 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 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.011456e-06 4.855239e-07 6.64297732 6.75419404 NA 9.21700649 10.07891199 4.90433476 6.64297732 11.00407991 11.08308629 9.36605201 10.13851155 10.68172377 10.43770963 8.84220449 NA 9.82735112 7.04031274 9.96238924 6.66294461 6.17155713 11.26739967 10.63415289 7.78868245 10.44653147 1.64800518 -1.52201189 10.75884064 16.17282219 10.31372553 7.68752336 10.31687987 9.98982249 5.65798006 9.65984323 10.37780441 8.31569755 9.68813227 -0.52201189 5.32356102 10.42570676 10.79095282 1.28540222 NA 7.08540022 12.80168761 12.40954607 7.98189545 9.64924666 9.03649042 11.35497044 9.71049083 9.35228271 0.06308871 NA 8.44241068 11.24397748 8.83781933 7.55221105 8.80674487 3.96992407 10.07192781 6.03265850 8.45820932 3.17850750 8.05171685 3.43226461 11.29044773 9.69360282 8.59571288 NA 0.06308871 9.30541244 14.89481790 6.09278039 9.17329811 4.62781692 12.13091482 4.19971945 11.50078443 9.35765317 8.82014449 10.52587537 7.30461873 8.79095282 11.25614699 10.39581483 4.50043878 11.63557466 9.94974502 11.71737003 9.61634171 6.30461873 -1.52201189 9.54684817 10.57112424 10.19231538 8.83562190 4.00163113 10.78953438 9.44308216 5.37373520 9.91426089 11.45445497 8.74719637 11.12507846 9.98388144 4.68420720 0.47809169 7.86177427 11.58086572 8.40880738 9.75826070 6.93339678 10.39170726 7.74953293 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 -0.574 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 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 493 kidney stage i t1a n0 m0 16-10-2014 female 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 1 1 6 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6.589254e-07 6.8246177 8.4578048 9.7696000 8.9636310 10.2142214 5.8713114 7.3382417 10.9220960 10.9234815 9.1370237 10.4079980 10.4847080 10.3572306 8.7590852 NA 9.9092868 7.0725453 9.9587744 6.8528154 5.9603959 11.1351115 12.0761630 7.7615659 10.7191776 2.6641642 5.4715094 9.9226504 15.8281824 9.2994984 7.6128641 10.1508112 9.1331969 2.1616620 9.3596890 10.2990714 8.3662243 9.6353590 0.1616942 7.2909367 10.4119517 10.5471562 0.8986340 -1.4231393 7.3012044 12.4733070 11.4272683 8.0217057 10.1531752 8.3824347 11.5523596 10.0118401 9.0943601 NA NA 8.3792072 10.6881525 9.9945432 7.4985317 7.7187979 1.8986340 9.8672857 2.0361165 8.6956320 6.7264375 7.8198649 4.0029545 10.9807679 10.1955351 9.2331156 NA 2.4835707 9.5976706 8.3232052 6.2133162 8.6904328 5.7861441 12.3097061 4.3157256 11.5657304 9.4760477 8.9924325 8.8387857 8.5823151 8.8941035 11.5301597 11.3994607 3.8986147 10.9279061 10.1588327 12.1419119 9.2596854 7.7491186 NA 9.1398869 10.8155731 10.2719191 7.1987426 2.5036286 10.7267554 8.8186739 6.7333299 9.7800387 11.8648359 8.8804716 11.3105535 10.1109936 4.7264389 0.1616942 7.2701776 12.1073409 8.4608613 9.8821825 7.8481541 11.4028420 7.8827525 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 -0.448 -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 10.464292 11.493690 10.750680 10.313093 9.929286 11.698062 5.951730 1.746614 7.631973 3.530882 13.004855 8.233134 11.262754 9.878621 8.194489 9.038170 11.165640 7.800692 10.371919 10.140840 8.923204 8.582947 9.781299 8.206047 7.761566 11.074543 13.730836 10.357231 10.599405 NA 8.851651 6.947379 10.067542 10.137024 11.297576 9.554686 9.951187 7.030661 10.004527 7.338242 8.392074 9.508906 6.206047 6.536693 8.695632 8.813901 13.375821 9.681944 11.902839 8.698445 11.306524 10.953088 15.502662 11.806711 14.361172 11.137262 1.576667 10.608737 9.816886 10.311400 9.076537 8.690433 9.267562 10.019634 10.195535 11.205820 3.161646 6.459333 15.170422 10.659838 10.198285 6.353650 10.319842 -1.423139 11.782331 NA 12.543286 11.424474 11.338242 10.9220960 10.4079980 6.9342428 6.9473786 8.6087364 8.3984650 6.8528154 12.8593963 2.8246253 13.7467332 12.6605856 8.7277074 8.4898945 9.7353005 6.1691473 -1.4231393 9.5823153 8.9386345 9.2160314 10.0407259 10.9443785 11.4311696 11.4083939 0.1616942 9.8311289 7.2943671 8.9839587 11.3046112 10.3307431 3.8620943 9.8793298 9.5717513 9.3613256 9.5976706 6.6210848 11.5301597 10.8507777 NA 13.5601298 11.8781870 9.9003085 10.2719191 7.9987557 10.1080722 10.5682126 11.1873765 10.2081589 TCGA-B0-5121 56 0 NA 554 kidney stage i t1b n0 m0 16-10-2014 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 1 3 1 2 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.17913e-06 5.548845e-07 7.3112352 7.2271712 5.4902043 9.0262581 10.7503743 5.4763979 8.1553379 10.9100652 10.4936361 8.2975601 10.3424895 10.6147697 10.9490122 9.4936361 -1.2239803 9.9981509 7.3795863 10.1509992 6.8148785 7.3869842 11.0665546 10.7029969 8.0380548 10.5705705 1.3609261 2.0978804 10.0298072 15.6568466 9.4323847 7.7066970 9.8864430 9.2302590 2.4764076 9.9020188 10.4690110 8.1135817 9.8128202 1.0978804 3.0978804 10.7384943 10.7417440 5.1335101 NA 7.7243269 12.1435110 11.2292303 8.1938121 9.5913430 7.9707168 10.8237653 8.3073411 8.8739919 NA NA 8.6339408 10.2251084 9.8353042 7.3420142 8.9657843 2.5414901 9.9829740 4.7983253 7.6432386 1.7759776 10.1040736 3.5833145 10.7279729 10.1146961 9.2415261 0.3608699 0.7759355 9.5564995 10.8281881 5.7759592 8.8258082 5.0238852 12.3303088 4.6933922 12.1008435 8.9878481 9.2758056 8.5589579 3.6828542 8.2617889 11.7835126 9.1102330 4.1335142 11.4213930 10.2688144 12.2684389 9.7717268 7.5375112 NA 8.7388556 10.8604791 10.0648257 7.3343806 -0.2239803 10.9835842 8.0095795 6.2189032 9.9370916 11.5614122 9.3851385 11.5391721 10.2168289 4.6088506 -1.2239803 6.7475029 12.0665546 8.4089551 9.4746644 8.5752412 10.6088497 7.3721494 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 -0.435 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 11.906852 11.606871 8.629269 10.289687 10.189588 11.885954 4.023885 2.235390 8.396180 4.023885 13.123512 9.246802 6.652476 8.050198 7.939308 8.340109 10.578072 7.586531 10.630828 10.038642 8.357160 8.436437 10.046553 7.920618 7.469446 10.910707 12.693332 10.687352 10.441296 NA 8.539172 7.218903 9.891003 11.185351 11.347712 10.488487 9.458076 7.111350 9.465084 6.469446 7.530847 9.134611 5.852775 5.608851 9.743906 9.123581 12.780531 9.644782 11.999056 6.418084 8.859439 10.503880 14.846269 10.596936 13.953574 10.578072 3.023894 10.780531 9.510669 10.199601 8.637046 8.825808 8.835304 10.125794 10.464210 11.514685 5.235390 5.873993 14.575914 10.620665 9.665464 7.676827 9.330549 -1.223980 11.135435 NA 12.694543 11.446808 10.777720 10.9100652 10.3424895 5.0238852 7.9731762 9.1747035 9.4910638 6.8148785 13.0419974 3.1682730 13.9298284 12.0554252 8.9533793 9.8042043 10.2199393 5.1682770 1.3609261 10.0854361 9.2043200 9.3823649 9.8155642 11.7669500 11.6426591 12.0180918 1.5833265 9.6616561 7.6494035 8.8052470 11.0289208 9.6198808 3.6828542 9.8494318 9.4580764 9.1811013 9.5564995 5.9854139 11.7835126 11.0532471 0.7759355 13.0995775 12.6443000 10.7133336 10.0648257 7.8739916 10.8949008 10.0011672 11.8007583 10.4763561 TCGA-B0-5399 46 0 NA 652 kidney stage i t1b n0 m0 16-10-2014 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 1 1 1 1 2 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.109769e-06 3.121225e-07 8.7419722 8.3369434 6.7455829 9.0578613 9.7084407 5.2032638 8.2882543 10.7870600 11.4068389 9.1624231 10.2666341 10.5821808 10.2485079 9.1479416 -0.4831780 9.9879318 7.6147967 10.4322706 5.4825482 6.7115211 11.0797225 10.7473856 8.3095550 10.7417581 0.8386695 1.1017173 10.2569670 16.6590911 10.2641185 7.4085480 8.9461714 7.9679755 0.1017845 9.7274360 10.0210871 7.8743168 9.8885413 0.5167212 6.1314742 10.5349648 10.5567118 2.4236588 5.3369439 5.9513920 12.2815326 11.2348693 8.3289419 9.3480719 8.8409453 10.8956013 8.7905603 9.5342690 -1.4831780 NA 8.3449013 10.4951176 8.9303926 7.5307848 8.2292918 2.9761986 9.9653972 4.8386947 8.6187404 5.2446854 8.7262182 4.1017257 10.7452827 10.1803227 9.3932817 NA -0.4831780 9.0015875 11.4197049 8.9720918 8.3778517 5.3241193 12.7584499 1.4101240 11.6680984 9.4825488 9.2446852 8.5975822 7.7670628 8.9772207 10.6353813 9.3401318 4.7065913 11.3251256 10.1883057 11.9991945 9.4803833 7.1054790 0.5167212 8.5666131 10.9397991 10.1296331 8.0481463 4.4709598 10.8030336 8.8345842 6.7646925 10.3700742 11.8625857 8.9101552 10.9967974 9.9843702 3.7262209 NA 6.8566148 11.3119926 8.6095219 9.6854367 7.1424737 10.9879318 7.8341771 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 -0.555 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 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 1132 kidney stage iii t3b n0 m0 16-10-2014 female 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 2 2 4 3 3 3 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 9.710479e-07 4.508437e-07 7.9575293 6.7570459 8.4214043 8.6506404 8.2765748 5.3639000 6.8343522 9.8343522 9.8398303 7.7133762 11.2074255 11.1341575 11.1392442 7.3287126 NA 10.4035474 7.5924884 9.7328551 7.4887078 6.7897618 10.5934154 10.8130254 7.0495578 10.6201030 NA 1.5738108 7.9017515 16.6267111 7.1129836 7.1129836 10.4318058 5.8715061 6.3639017 9.9240273 10.6232195 9.1424142 10.6546422 0.5738592 3.8468443 10.6983769 11.3422848 -1.0110064 -1.0110064 9.0482068 11.4939294 10.4797131 7.4024903 9.4986372 8.7252640 11.2477227 8.1462092 8.4746916 -1.0110064 0.9888483 8.3940039 9.3929395 9.0683470 8.1512535 9.7537339 2.9888664 9.5906331 0.9888483 4.9661443 5.9775478 10.2937838 4.2742617 9.9818006 11.3234148 7.9430586 NA 3.8468443 8.8760828 8.9299099 7.1078029 7.5924884 4.4807175 14.8541605 3.0271187 12.5549163 9.3649875 8.8745585 12.7648839 8.4847174 6.5738244 10.9477774 10.3113537 4.9661443 10.9913256 10.1347944 10.7885486 10.5168278 7.4024903 NA 7.2880706 11.4506562 9.5558675 7.3242526 6.6612879 11.2433004 6.8776056 7.7065388 9.7751319 10.7828719 9.8569130 10.8054460 10.6944946 3.5738229 NA 5.4807143 11.4983898 7.0868941 9.2043953 7.2320362 10.1946554 6.2367892 11.3625430 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 -0.235 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 9.337590 12.205911 10.934672 9.796217 7.359549 12.425444 1.573811 4.603573 8.342009 4.919598 13.312761 10.458916 11.670759 11.010120 7.325502 8.060325 10.684090 5.328711 10.396661 11.020908 7.402490 8.812564 10.584409 7.886707 6.907726 12.438656 12.020219 9.84684320 9.76611757 NA 8.27426446 5.74374922 9.32425257 11.65286500 10.83787632 8.97185591 9.32089868 6.03325560 10.39240694 6.30174493 7.72695448 10.45799528 5.74374922 7.06032413 7.32871262 7.38117953 12.96040577 8.64528699 12.72748231 6.84653218 10.96220087 10.30909863 16.47954077 11.10195322 12.66801239 10.30287890 0.57385922 11.25183789 9.81382094 11.09477075 8.66834219 7.59248843 8.20318158 10.29207219 10.01192341 10.38493179 1.98884826 6.11814581 13.80403033 11.13033078 9.26382269 6.23678916 11.11362973 -0.01115174 10.00706246 NA 12.37661030 10.61898366 10.14936392 9.8343522 11.2074255 4.7702212 7.3464144 9.5173162 7.7235715 7.4887078 11.4666154 2.3107764 13.8097392 12.4293421 8.1934332 7.4400735 10.6168520 1.9888483 1.5738108 9.6595184 7.6254868 9.2696331 8.9874528 11.7479182 11.4734334 11.5544404 1.5738108 9.9553677 8.3639017 8.7913785 10.3292687 8.8201694 0.5738592 10.0636727 6.5511053 7.5280211 8.8760828 4.4482931 10.9477774 10.4146027 NA 12.2629491 13.3041533 10.4214042 9.5558675 7.6327183 11.1842344 11.0219410 11.8506141 8.4917140 TCGA-B0-5402 64 0 NA 449 kidney stage iv t4 nx m0 16-10-2014 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 3 3 1 1 2 2 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.525932e-06 1.040408e-07 6.7636400 7.5693187 -1.7636605 9.5848917 10.0076530 4.0435195 6.8800194 11.0493435 11.4445503 9.4739709 10.1237650 11.1762936 10.9244139 9.5535761 -1.7636605 9.4781467 7.2887314 9.8903520 6.1370301 5.5760141 11.5273342 10.9368200 8.2005044 10.4875394 -0.1788613 1.6955930 11.6730052 16.0006983 11.8184232 7.6791071 11.3208059 9.5467764 0.8211387 9.4413459 10.2626870 7.6873750 9.1226223 NA 1.5580717 10.3868629 10.3686633 3.7907512 3.4060876 7.9943868 12.8377022 11.5513131 7.2305172 9.3750753 9.1557717 10.8755042 9.1119129 9.5547063 -1.7636605 NA 8.8700669 11.3044380 9.3693057 7.4745683 8.4321510 3.1706782 10.1149808 5.1065284 8.0769417 4.1430505 8.9182804 3.1903620 11.1905417 9.3479513 8.7675449 NA 1.5580717 9.3814588 10.7933879 8.1385386 9.5815687 5.5307855 12.3274336 2.7597311 12.0687569 9.7893127 8.9032751 6.8872157 10.0670748 7.7419752 10.9920943 9.3916144 3.2361711 11.5594998 9.9809974 12.2596580 9.5558357 6.1003491 -0.7639054 9.1527896 10.6053601 10.0843952 9.0698442 2.9910456 10.3654466 9.9287006 5.1120662 9.9178412 11.2306938 8.9985456 10.6728751 9.1011235 2.8800194 NA 7.6935441 11.6114746 8.8211260 9.9615299 10.2671755 11.0362545 7.2750825 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 0.000 -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 9.951268 11.891135 12.591928 10.288392 9.812648 11.722244 2.695593 1.695593 6.872788 4.484093 12.443483 9.049905 12.805070 6.524476 8.525249 9.466785 9.589310 6.974256 10.987080 9.382732 8.829555 8.398089 9.556727 7.847188 7.233343 11.021207 13.269759 10.5606254 10.5637161 -0.7639054 9.0690536 8.0175233 10.5064588 10.6741757 11.5501802 8.8145363 9.4079658 7.5146131 10.0595308 5.6624277 5.4358352 8.8818218 4.9910501 5.4456175 9.1881766 10.1950787 13.6379430 9.0894730 12.7570891 6.6259455 10.1672704 11.5986553 15.3971379 11.2095022 14.2577725 10.9795254 0.2362171 11.2216498 11.0350403 11.6718338 8.6550702 9.5815687 9.3947733 9.6791071 10.4864620 11.9392009 5.6624277 4.6112019 14.4930388 11.0573396 8.6986658 6.6327684 9.2529719 -1.7636605 12.0353440 -1.7636605 12.4360659 12.0216027 11.0918107 11.0493435 10.1237650 5.9435229 4.8655180 9.0467352 10.3203075 6.1370301 12.8442867 1.9365908 13.3806226 12.3037660 8.4023265 8.8964626 10.0084781 4.1430505 -0.7639054 8.4888291 8.2234274 9.0571402 9.6268698 10.5430797 11.4162281 10.8838468 0.8211387 10.2839691 6.8943752 9.1910869 10.9799461 10.3657685 2.9366097 9.7878719 9.3884483 8.0026924 9.3814588 5.1786788 10.9920943 11.2548854 -0.7639054 13.3670558 12.6067147 10.7219928 10.0843952 7.7439579 11.2649330 10.4589585 11.1708422 11.3721982 TCGA-B0-5690 53 0 NA 2408 kidney stage i t1b nx m0 16-10-2014 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 1 1 1 1 2 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.0019610 6.7058867 4.2436691 9.2272672 11.6710022 7.3184353 7.9905743 11.4506295 10.6414555 9.1371946 10.5713392 10.0143837 10.0856830 9.7517991 -0.3109693 9.9546933 7.5408270 10.3694378 7.7169840 8.3544143 11.5032601 10.8372370 7.4769811 10.3667231 -0.3109693 2.0109946 10.8970077 15.6105938 9.4907867 7.4101774 9.4818686 9.5329993 0.6891202 9.6925961 10.5388743 8.8875234 9.8034713 1.0109946 3.9744834 10.6508896 10.3019468 3.9370053 1.2740529 9.5793425 12.6539606 10.7262820 8.5671290 10.0143837 6.8489496 11.5294628 9.5929600 9.1627841 NA NA 8.5092572 10.2077315 10.0695393 8.0177532 8.5282822 3.0813908 10.5586721 6.1566838 7.5501650 -0.3109693 9.3202554 4.6663589 10.7725576 9.8985316 9.8093162 -1.3107903 1.8590154 10.3070048 13.4856249 5.9464665 9.4118857 5.2436653 12.1608805 4.5250039 11.2241106 9.0586756 9.2436672 9.2077313 8.1988531 9.0641176 10.8902833 9.4589161 3.1485112 11.7401172 10.2991803 11.6122200 9.6932988 7.9488216 NA 9.8546135 10.6731371 10.7117928 6.2665073 2.2740529 11.1602454 9.0864001 6.7658940 10.0416735 11.8720933 8.9488216 11.9689790 10.3707559 5.8668956 -0.3109693 7.3544143 12.7004803 9.2388630 9.8495801 9.9470554 11.2691013 6.8185157 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 0.442 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 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 16-10-2014 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 2 1 3 3 1 1 1 1 2 2 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1.560613e-06 4.161634e-07 6.9124343 7.7037015 5.8518939 9.5267414 9.8866792 6.1376470 6.4685654 11.4166779 10.9279963 8.5764398 10.7913886 10.2918331 10.7277670 9.1177875 NA 9.9369294 7.4595759 9.4962990 5.4044331 6.6998903 11.6095770 11.4073589 8.2091102 10.2242551 2.1376347 3.7815066 9.5847310 15.9030375 10.1404629 7.4685646 10.1177874 9.5213521 4.6612080 9.6224707 10.5283542 8.2513901 9.6325034 -0.8622342 4.2251129 10.3519669 10.3604427 2.4595890 -0.8622342 9.0683852 13.0577215 11.8221773 7.8241486 10.5288913 7.8136049 11.4559081 9.8958711 9.0324657 1.9450083 -0.8622342 8.6214636 10.9070724 9.5245881 7.3950354 7.4230503 4.3075742 10.4442791 4.4595759 8.1683151 6.4137718 9.0415297 5.1376470 11.4550604 9.9393562 8.4973972 0.1376347 2.9450083 10.4880345 11.8630141 7.2565890 9.5909184 6.6214629 12.5821451 5.1270141 11.4802781 9.2643523 9.4539293 10.1206413 8.2197968 9.6264921 11.5183794 9.7468265 4.4230470 11.2720741 9.9222826 11.6516221 9.2435563 6.6845425 NA 9.4242056 10.5230356 10.9936842 8.6174282 2.8380845 10.8987834 10.0497512 6.1149271 10.0639437 12.4769411 8.6941538 11.8374371 9.7806021 4.4163736 -0.8622342 8.1034321 12.4305445 8.9239175 10.1990189 9.3212832 10.7697342 7.4687438 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 10.022581 11.272395 11.644203 9.990957 10.031708 11.354697 4.919006 3.661214 7.525665 3.995629 12.952531 8.014411 9.542789 9.096490 8.605212 9.049040 11.831353 7.292466 10.768825 9.689356 8.525665 8.046100 9.317059 7.559713 7.225111 10.457320 13.390904 9.984705 10.579554 1.137635 9.462953 7.973698 10.294995 9.594002 11.861095 9.613381 9.356816 7.915725 10.134827 6.160017 7.356816 9.068385 8.615406 9.273357 8.806533 9.601172 13.167453 9.112062 12.600022 6.120984 10.514316 10.151668 16.010347 12.429969 12.991737 11.315379 2.722619 10.677776 11.677049 10.891700 9.389130 9.590918 9.222456 9.771551 10.908725 11.700126 4.137651 5.225109 13.407769 11.305380 9.853610 6.995629 9.827646 1.137635 11.703464 NA 12.335939 11.736124 11.206762 11.4166779 10.7913886 6.6214629 8.5363914 8.8206423 9.0713385 5.4044331 13.2888015 2.8380845 13.6062718 12.5247227 8.2513901 8.0074573 10.0527802 6.8171282 0.1376347 9.9979589 8.4951999 9.4774978 9.9900447 11.3537873 11.7530476 11.5227013 0.7226409 10.7305719 8.0294314 9.2707901 11.4003299 10.0317077 3.3075742 10.2084396 9.2474785 8.2277603 10.4880345 7.8757401 11.5183794 10.9701423 3.5299708 12.6320034 12.3025547 10.3280898 10.9936842 7.6729231 10.3056931 10.8561807 10.6902929 10.8940165 TCGA-B0-5692 66 0 NA 1487 kidney stage iii t3b n0 m0 16-10-2014 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 1 2 1 1 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1.24849e-06 7.282859e-07 8.603808 7.894563 4.719638 8.784380 9.065043 4.392063 7.454347 10.435171 10.278058 8.243200 10.167754 10.945749 10.066705 8.913163 NA 10.019990 7.926652 9.245158 6.919310 5.785726 11.247359 10.775598 7.158429 10.736439 3.420078 7.656275 9.387636 16.157195 9.985253 7.381416 9.995180 8.215493 5.500996 10.156869 10.640735 8.066151 9.405262 NA 5.967565 10.803782 10.661052 3.526995 3.526995 6.526992 12.176249 12.484094 8.133266 8.897057 7.536621 11.109538 8.638501 7.979381 -1.280335 NA 7.892065 10.693335 7.223463 7.662152 10.346715 4.874861 9.492777 4.005041 7.685422 1.719622 9.960429 4.526995 10.206473 10.406138 8.203453 -1.280335 1.304628 8.656275 10.874456 9.990517 8.426997 5.828162 12.878247 4.772097 12.090597 9.021134 9.572167 11.750649 9.787744 7.464471 10.595003 10.172908 2.526995 11.150874 10.313962 11.368220 9.981732 8.088144 NA 8.572947 11.077536 9.913163 8.670922 6.952394 11.516286 9.205467 6.685422 9.984666 11.579172 9.558054 9.721749 10.336646 3.091886 1.526970 6.848921 10.459418 8.522154 9.177018 6.620504 10.104961 5.967565 10.922680 -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 -0.558 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 9.755811 12.061851 12.896746 10.173423 8.568261 11.437742 6.691181 5.145902 8.894363 5.986425 11.362141 9.348584 4.673833 8.912091 7.674358 8.270384 10.577230 6.384974 10.111955 7.817669 7.788416 8.526026 10.027112 8.046067 7.447558 12.442445 12.868035 9.083772 10.073887 NA 8.653328 6.869384 9.745469 10.736446 11.330893 7.856628 9.747543 6.725263 9.671651 7.289493 7.702631 9.900168 7.626528 4.179073 7.916854 8.614455 12.411272 8.472854 12.584114 5.172828 9.305539 9.766079 14.960969 11.042974 13.223650 10.653328 1.719622 11.989056 10.552132 10.420511 8.954455 8.426997 8.883287 10.102262 11.377403 11.472014 6.785727 6.977026 13.654547 11.080485 10.298953 5.162581 10.027976 NA 10.970824 -1.280335 12.602949 11.137988 10.251993 10.435171 10.167754 6.656276 7.437314 9.712576 8.748925 6.919310 11.951283 3.526995 14.169463 12.197016 8.343519 8.534380 10.273747 4.420078 -1.280335 8.491127 7.835982 9.603808 9.411381 11.788584 12.615781 9.779658 1.304628 9.567478 8.593081 8.732262 11.172136 9.594619 4.719638 10.534620 4.392063 9.100099 8.656275 3.807097 10.595003 11.121850 NA 12.435385 12.794114 10.609142 9.913163 7.254913 11.031386 10.725613 12.015359 9.886692 TCGA-B0-5693 47 0 NA 3076 kidney stage i t1b nx m0 16-10-2014 female 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 1 1 1 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 9.710479e-07 2.42762e-07 5.3863971 7.6343261 0.2164859 9.4556743 10.4324109 6.0577752 8.0195285 11.1263666 11.0414323 8.9192233 9.9735857 10.7189738 10.4987898 8.9122819 NA 9.5710903 7.3763451 10.1163340 6.0409012 5.4259258 11.4295777 9.9791323 8.0744546 10.5448305 -1.3684766 1.2164859 9.6731702 15.6683393 10.0619635 7.5141538 10.0582999 10.0624862 4.0238320 9.8752800 10.4099989 8.2295634 9.7229463 -1.3684766 3.4388650 10.4556742 10.6055670 3.6315118 NA 6.9076358 12.4194136 12.8080738 7.8651307 9.3241265 8.6704300 11.4730754 9.6016169 9.1956606 -1.3684766 NA 8.6745383 10.7627249 9.3889009 7.5414041 8.3696035 3.2158649 9.8900770 6.0744541 8.5871609 2.6315001 9.2023154 4.0909466 10.9568164 9.1658140 8.9534390 NA -0.3684766 9.6329192 9.5857073 5.5857077 9.1521297 4.5857077 12.2831233 4.4722278 11.7973601 9.4925979 8.6497110 9.8008096 7.8039386 8.2202255 11.3034943 9.8083075 4.8014381 11.6550921 10.2230333 12.2257189 9.6607982 7.5972950 -1.3684766 9.0313230 10.5625366 10.2572199 7.9934547 4.9331005 10.7400355 9.1774407 5.6759062 10.0811756 11.5809730 9.2852517 11.0937576 10.1817768 3.3821139 NA 7.2388413 11.8412689 8.5187314 9.6173529 8.5666759 10.8348590 7.6399397 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 0.682 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 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 16-10-2014 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 1 3 1 1 3 1 2 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6.7773198 7.8875027 9.5813995 8.8316262 10.0232371 4.6073954 7.3288194 10.6897973 10.3051832 9.6159568 10.2811665 10.6903041 10.3818680 8.8334629 NA 9.7059282 7.2594712 9.2416007 6.4818640 6.0977203 10.9046385 11.0400360 7.8768552 10.7227183 2.6745058 1.8000405 10.4671514 16.1667718 8.4630048 7.9997120 10.0103053 8.9615915 4.1692756 9.6517888 10.4486970 7.9666214 9.8580315 NA 4.6413437 10.5966203 11.6079314 NA NA 9.1721795 12.3152468 11.5936431 7.1692736 9.1837440 7.6580208 10.6714317 8.3749486 9.6297626 -0.7848806 NA 8.1750794 10.6122171 9.0931283 7.4630044 9.8480725 3.2150728 9.7773198 3.6745058 7.0605673 5.1219686 9.8084684 4.1692756 10.6978853 9.8688181 8.5571520 -0.7848806 3.5370102 9.2164854 11.9845019 6.2918927 8.5901166 4.9699655 13.2441056 2.2681948 11.9760051 10.3711603 9.3078345 8.9480927 7.7696660 8.1663620 11.1539218 11.2192978 3.3850030 11.4144429 10.1851832 11.6811538 10.1091371 7.9666214 NA 8.6621606 10.6819848 10.1083789 7.8589334 2.5369978 10.7464587 8.4049018 6.9293223 9.8901522 10.9703822 9.4736433 10.6271178 9.9590701 4.3619789 NA 6.6329298 11.5403827 8.0352560 9.5392579 8.6116822 10.4912017 7.3900030 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 -0.164 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 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 1420 kidney stage i t1b n0 m0 16-10-2014 female 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 2 1 1 3 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 1.560613e-06 4.508437e-07 6.4776692 6.4527519 4.7141081 9.2601064 10.3636579 4.6628834 8.0072331 10.7362189 10.4939370 9.2807828 10.2096853 10.5563865 10.6900572 9.9668846 -0.7121731 9.8886866 6.8576999 10.4724099 6.5870529 6.1333354 11.2255861 10.1286224 7.4197015 10.8187043 NA 3.3322353 9.0951995 16.4786626 10.1395936 7.2962729 9.9007130 10.1879565 3.5357668 9.9094385 10.4988202 8.0576826 9.6919216 -0.1272106 6.6409910 10.7096463 10.3609818 2.6097786 1.7472585 8.2622588 12.3675792 12.4612874 8.2274239 9.6801619 7.8133650 11.4518086 9.3686621 8.9388962 NA NA 8.3512396 10.8889188 9.1056275 8.0276252 7.3989805 2.5357793 9.9057710 5.3322389 8.6897905 2.5357793 9.6956433 2.7472800 10.7354443 9.7369931 8.5381427 -0.1272106 1.4577519 9.3274489 11.2633342 5.6187614 8.8433922 5.2651255 12.3232450 4.7268040 11.8590045 9.2391292 8.5755570 10.7864444 4.2185797 8.7736736 11.0446093 10.5322083 3.1947332 11.4172885 10.3525873 12.0776837 9.8798342 6.7876897 -0.7121731 8.7696438 10.8226556 10.1100170 7.2765292 2.3753175 10.8840343 8.7522983 5.6276944 10.1124055 11.3659953 8.7235149 11.2988969 10.2310919 5.2244841 NA 7.2096853 11.7626911 8.1064268 9.6063873 8.2391292 11.2087555 7.6254663 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 -0.757 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 11.024669 11.568615 11.254170 10.831118 10.175827 11.477051 3.194733 2.375318 7.134181 3.194733 12.338968 8.286266 12.426276 7.163717 8.200030 9.025092 11.525503 8.328134 10.595615 9.220059 8.596183 8.279678 9.994310 8.663970 7.535772 10.726636 14.434632 9.9509578 10.4829091 -0.1272106 9.2715506 7.5847604 10.1274419 10.6841817 11.6541667 9.5136544 9.3904764 7.2821979 9.4363211 6.2185816 6.1458262 9.3871923 6.7676243 6.2821970 9.2413135 9.5226620 13.5057643 9.2288920 11.9071474 6.0622361 10.1364674 12.4551842 16.8476435 11.3618186 13.6347044 10.5584318 2.5357793 10.8349800 9.8742151 9.8040369 8.8250628 8.8433922 9.2793664 10.2255861 9.7245560 11.5876234 2.2878564 4.9460571 14.5003754 11.2733307 9.2014819 8.0708428 10.6153971 NA 11.3567907 -0.7121731 12.4277954 11.4109247 11.0065914 10.736219 10.209685 5.015765 5.850087 9.211915 9.020012 6.587053 13.083710 3.242038 14.570860 12.422271 8.552287 10.167539 10.146603 4.069204 1.095182 9.381922 9.096809 9.294872 9.820200 11.555070 10.530423 10.463082 0.609755 10.218582 6.247846 8.959386 11.201669 10.018315 2.194749 9.892398 6.212657 7.946056 9.327449 6.082260 11.044609 10.809936 NA 13.316139 12.368995 10.658259 10.110017 8.355279 10.771156 11.351408 12.046171 10.391909 TCGA-B0-5696 69 0 NA 1727 kidney stage iii t3a n0 m0 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 90.39.0 NA NA 1 3 2 3 2 1 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1.387211e-06 4.508437e-07 6.03453268 7.21832977 4.15482621 8.94768252 9.61687943 5.16918343 5.40578819 10.09499383 9.75295410 8.67713399 10.07702504 10.60834475 9.59112230 8.89791109 -0.48903808 9.73798515 6.84188760 8.73497274 7.33751933 6.19045091 10.56489685 10.63379890 7.11830158 11.20190306 -1.48883561 3.26585692 8.65690318 16.84638746 10.48968141 7.15482722 9.51659553 8.69584631 4.26585692 9.71064322 10.46988608 7.67838887 9.72042435 NA 4.39361526 10.69336525 10.97065870 1.97041195 -1.48883561 8.22693282 11.83880424 12.63541540 7.03453268 9.23718916 8.70203031 10.49503334 8.08082659 8.64025398 NA NA 8.16381570 10.41522924 8.54025825 7.55262991 9.95495047 3.18339123 9.49111052 3.90328898 6.91611234 3.72042076 9.94924295 3.59843667 10.21227738 10.15617904 7.94559893 1.09592442 0.09599191 8.50107484 12.03844795 8.22521660 8.38287602 3.75890009 12.91764099 2.37292425 12.33742012 9.12199578 8.51237900 11.51747236 7.50532409 7.34702158 10.94898302 9.31752047 3.64025072 11.70094990 10.09921708 11.56387855 9.88220299 7.00682648 -1.48883561 7.97040274 10.81507407 9.38441510 7.67336208 2.31831684 11.01653441 7.46807333 6.90757571 9.83796216 10.77277206 9.23207022 11.09099391 10.49930059 3.31833130 2.59843667 5.55536524 11.16247114 7.84412637 9.07034800 7.81246742 9.77306583 7.15121548 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 0.325 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 10.483233 12.317621 10.919301 10.594783 9.232925 12.216279 2.318317 1.095924 7.810179 4.095933 12.235591 8.437296 12.285140 10.253929 7.795587 8.324752 11.085564 7.183396 10.252859 8.954951 8.265858 8.977506 10.296906 7.453485 7.493964 11.914782 12.450550 9.365060 9.789420 -1.488836 8.242290 6.538876 9.947162 10.985184 11.184501 8.875105 8.997806 6.140327 9.596443 6.423860 6.088400 10.497524 4.937236 6.805592 9.348599 8.875105 12.440044 7.976537 12.255069 5.884881 8.881658 10.782142 16.138027 10.911317 14.390746 10.270027 1.680909 11.029132 9.280809 9.687767 8.646680 8.382876 8.895755 10.085091 9.348599 11.269819 2.680887 5.169183 14.216565 11.438008 8.678389 6.399715 10.115524 -1.488836 11.029624 NA 12.683477 10.654973 10.626990 10.0949938 10.0770250 5.0501316 6.0187655 9.2750131 8.2608405 7.3375193 12.9511231 3.2658569 15.1936364 12.2530698 8.0559353 9.9904279 10.7442910 3.5553622 -1.4888356 8.8418879 8.4402293 9.5567306 9.3874879 11.5714980 10.6661054 10.7130948 0.8329305 10.0669980 8.3070104 9.0996855 10.9678387 9.2832854 1.3183458 9.6613529 9.1348524 9.2157393 8.5010748 5.0501316 10.9489830 10.8646692 -1.4888356 12.9161789 13.2620965 11.0985141 9.3844151 8.1709671 11.3173192 9.5088561 11.4215649 10.1961533 TCGA-B0-5697 50 0 NA 1835 kidney stage i t1a n0 m0 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 1 2 3 1 1 1 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.491252e-06 5.895648e-07 7.9588641 8.8311429 5.7542649 8.8331649 8.5283103 4.6753135 6.1215687 10.8559677 10.2432687 8.5082028 10.7555972 10.5692209 9.9327005 8.7153282 2.1607266 9.7103866 7.9588641 9.5063032 7.3505644 5.9754353 11.0244833 11.7959394 7.4800890 10.5638094 3.4826676 6.5082020 9.7180663 16.0883058 10.9357618 7.6525926 9.8522338 8.1116078 2.9383423 9.4993167 10.5776878 9.3242094 9.8759662 1.1607266 6.5082020 10.4573280 10.9634866 0.9383234 -0.6465638 7.4671270 12.3754055 11.6866797 7.7284239 10.0838546 8.0293413 11.3142915 9.2082529 9.2283659 6.8169094 NA 8.7054281 10.9888759 8.1767516 7.5941760 8.4736226 4.3075815 10.4103609 3.6753079 6.3646110 4.3533868 9.6341552 5.7370891 10.9983674 11.1514512 8.1526661 -1.6465638 7.0813055 9.8457384 9.5345367 6.0398841 8.8107654 6.0607435 12.4314520 5.2916699 12.0597726 8.6583061 9.7240719 9.4910161 6.7499887 8.1862747 10.8574587 11.2138896 2.9972382 11.1009482 9.7780758 11.3006562 9.9270317 8.8169091 NA 8.0555574 10.8042736 10.7523954 8.8906029 3.0538238 11.3881835 9.3950232 6.7370891 9.8959328 11.6229496 9.3519750 11.2346897 10.3360217 4.6201700 3.7109331 6.9607144 11.5714937 9.0160530 9.7142316 6.6843012 10.0324247 6.7065319 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 0.376 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 9.285599 12.193277 10.254629 10.519861 9.702666 10.560094 6.643403 5.430202 7.443497 5.892544 12.307399 8.729358 10.882327 8.170368 7.838449 8.217571 10.982513 6.492936 10.360762 10.898590 7.892543 9.198224 9.798679 6.949575 7.798399 11.766880 12.583555 9.9768088 10.1186707 NA 8.3392265 6.9790936 9.7595896 10.5734605 11.3986323 8.0398852 9.6628610 7.4619091 9.8939969 6.7880122 8.8097389 10.3159192 7.0080207 6.8452379 6.7065319 8.9781799 13.2465913 8.9175341 13.8469899 5.8346986 11.4096836 10.0607438 14.0141604 12.1113995 12.9178913 10.8663718 2.3533798 10.5466018 10.4385250 10.7638359 9.1215690 8.8107654 8.9222906 9.8547241 11.7801735 11.5167198 5.5725532 5.6571655 13.2689587 11.2630902 10.1388370 7.9156273 10.3112121 -0.6465638 10.9451406 -0.6465638 12.9034098 11.2997352 10.8487400 10.85596775 10.75559724 6.08809494 8.57738615 9.24364885 8.93364315 7.35056443 12.84014606 2.81280624 14.77364088 13.70100592 8.48652695 7.96012302 10.59238630 5.58220372 NA 9.31411054 6.93081302 9.54567730 9.64743090 11.54197339 12.72148171 9.97452071 -0.06160128 10.95631531 8.77018220 9.65430897 10.79295578 9.51451642 3.84523913 10.83619249 5.46190830 7.29002253 9.84573842 4.02580842 10.85745870 11.07597866 -0.64656378 12.32528729 13.18834932 10.46940352 10.75239537 7.48524165 11.09400859 10.71368301 10.76734825 10.32360549 TCGA-B0-5698 77 0 NA 2583 kidney stage i t1b n0 m0 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 105.43.0 NA NA 1 3 1 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.803375e-06 4.161634e-07 6.9609831 7.8196273 4.8196273 8.7982537 9.1115429 3.5395187 6.0897164 10.6345397 10.2635461 7.8819117 10.0106141 10.9777173 11.2220126 9.7683382 NA 9.9244574 7.1072045 10.0630814 4.8196273 6.8406886 10.9489105 11.7008314 7.7433918 10.0764605 0.7321389 3.0540844 10.2359904 16.0637114 9.9633858 7.5776547 10.9765285 9.4291322 0.7321389 9.3171272 10.4010496 7.8089803 9.7461851 NA 4.3171304 10.2498340 10.9108295 2.3171304 NA 8.6979489 12.3024947 11.3930519 7.1915962 9.2399593 8.6209078 9.3431895 8.1500173 9.2790592 NA NA 8.0450476 10.6269823 7.8511056 6.7982540 7.8920358 3.5395187 9.8920359 5.7321634 8.0984869 NA 8.9269216 3.9020929 10.5053038 10.1688762 8.2635462 3.0540844 0.7321389 8.8562858 10.4395237 6.8819117 8.8717158 3.0540844 12.3015456 2.0540844 11.0059602 9.6360465 9.2280197 8.4532636 3.0540844 7.5523433 10.8354524 9.4360681 2.3171304 11.5118840 9.5069518 11.7101600 10.1956890 7.5135247 NA 8.1072040 10.5050235 9.7738238 8.8511056 7.6264975 10.7915090 9.0359452 6.7545321 9.8275617 11.8888798 9.1956889 10.1436756 9.7545325 4.1915942 NA 6.7545321 11.6216686 7.6979489 9.3133651 8.9416181 10.0336609 6.4045898 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 -0.218 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 10.4566784 11.4317371 10.6599426 10.4256516 9.6688026 11.5167995 4.6390527 0.7321389 7.3171268 4.4326054 11.9639858 9.0211230 6.2557273 7.2292976 7.6000608 9.0897166 10.9942594 6.1915962 10.2379762 11.6450539 8.3171272 8.5315109 9.4004113 8.3095932 6.3468736 10.9549595 14.1104595 10.8380731 9.9464838 NA 8.3394951 7.4464101 9.9919078 10.1936440 11.4643320 7.7433918 10.0336609 7.6863612 9.4870522 6.3760212 9.2674401 9.1751081 6.0175679 2.7321606 7.9020899 9.8614477 14.5822537 8.8143136 13.2727770 6.2424939 9.9513331 12.0825513 14.1935162 11.5085977 13.3576452 11.0585941 0.7321389 10.3975005 7.9705695 10.2848337 8.3760207 8.8717158 8.8562858 9.8970716 11.2270202 11.4239081 0.7321389 5.1915982 13.8116327 10.9391789 9.1457926 6.9020893 9.1415557 NA 10.9489105 NA 12.6621627 10.8665781 10.7942107 10.634540 10.010614 5.732163 7.302020 9.040504 8.798254 4.819627 12.925662 NA 14.591699 12.438661 8.453264 8.856596 10.237976 7.626982 NA 8.715158 5.980092 9.166793 9.513524 11.439524 12.231512 9.914559 1.732182 9.593251 9.533065 8.680532 11.416036 9.436068 2.732161 10.374216 8.526581 8.720849 8.856286 3.317130 10.835452 10.968179 NA 12.690355 12.578830 10.673212 9.773824 7.072015 11.070901 10.732165 11.377472 11.379497 TCGA-B0-5699 53 0 NA 2741 kidney stage i t1 n0 m0 16-10-2014 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 1 3 1 1 2 2 2 3 3 3 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.17913e-06 4.508437e-07 6.8854536 7.9238141 NA 9.2047875 9.2330681 3.4559518 7.3935329 10.9288000 11.2080293 9.1465068 10.3377995 10.9668053 10.2740637 9.0428457 NA 9.8236772 7.8504775 9.8043881 5.9280149 5.9280149 11.6446539 11.1196757 8.0716045 10.6831033 2.6716783 -0.4981787 8.6076577 16.5681590 11.0820077 7.7848377 9.3203312 9.4718550 3.8940708 10.0321554 10.5492139 7.1812288 9.6559344 NA 3.9280102 10.7102883 10.8171818 5.8236780 NA 7.4617512 12.7520476 12.3651611 8.2699336 9.4704159 7.9591303 10.9542478 9.1501067 8.8897665 -0.4981787 NA 7.9956044 11.3310755 8.2945394 7.5185572 8.9047610 3.2566333 9.8488168 5.5017480 9.2474234 -1.4981787 8.7952208 3.9611788 11.1969774 10.2486833 8.2649614 -0.4981787 -0.4981787 9.5045642 11.1379206 3.8593037 9.2583055 4.6310344 12.1138113 3.6864221 11.3941022 9.6785456 9.7743789 7.3219281 9.1644175 8.2765362 10.7740873 9.5858932 2.8236678 11.2505709 10.0015950 11.9306327 9.4101418 5.8326673 -0.4981787 9.2296696 10.7054550 10.2482635 9.1201347 1.3091180 10.9071566 9.9127039 6.3282979 10.4194941 12.3623512 9.0253110 10.2275415 9.8349044 3.6716783 NA 7.0563375 11.2849520 8.3346393 10.0965403 6.9488321 10.3836278 7.6918210 9.9084855 -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 -0.712 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 9.723940 11.399216 12.418562 10.688173 9.194365 11.739557 3.359732 2.086716 7.803245 2.961179 11.573044 8.703493 7.312321 8.817544 8.286220 9.330679 12.198934 6.594507 10.504916 9.562445 8.405631 8.188355 9.453231 7.554317 6.676675 11.297180 13.471990 9.7069314 10.5396392 NA 8.8832921 7.7755444 10.4468271 10.2172822 10.8535166 8.5758905 9.3558382 7.6102734 9.6252239 6.5997820 7.4442637 9.2202821 6.0409078 1.8236678 8.5825665 9.3519359 12.7574416 9.2296696 13.1893982 5.8197039 8.6741767 10.9665501 16.2160953 11.9004928 13.1948004 10.8298630 0.5017194 11.2806476 9.5685110 10.6174431 8.3425272 9.2583055 9.5918615 10.0853021 10.6492721 11.7686791 5.0716039 5.9855642 14.0668128 11.3153299 8.6704212 7.9570765 9.5978055 NA 11.8682080 NA 12.7126487 11.8592860 11.0428457 10.9288000 10.3377995 6.5945067 7.3346389 8.8593012 8.8112254 5.9280149 12.4959912 1.5017703 14.6715959 12.0731463 7.5379227 10.5951237 9.8811274 5.0867116 -1.4981787 8.6024116 7.3965671 8.6540341 9.8571002 11.3744240 11.5696876 9.6387402 0.8236678 10.2296696 6.4675338 8.8393710 12.1805693 9.9020950 2.7496844 9.7743789 5.3091034 9.7050972 9.5045642 4.5461413 10.7740873 11.8593011 NA 12.7694868 12.1747269 10.5788986 10.2482635 7.1347446 10.1670850 11.1686388 11.7965537 10.8399117 TCGA-B0-5700 77 0 NA 1082 kidney stage i t1a n0 m0 16-10-2014 male 2009 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA NA 1 4 2 2 1 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 6.5680640 6.4014137 2.5236623 8.8545870 10.2185504 3.8456004 6.5592945 9.9457350 9.4685285 8.7350719 10.2509100 10.7663679 9.5225427 9.6560413 NA 10.0002139 6.8882428 8.7213785 6.8670785 6.9091010 10.5354565 10.2365411 7.2785572 10.9643110 NA 2.2017279 9.2157626 16.6805275 9.8873669 6.8016553 9.8419870 9.3603518 4.3310244 9.8838589 10.8568255 7.4353619 9.9607979 -0.7983661 4.8456004 10.9343335 11.0294817 4.8164512 0.7866800 7.2944994 12.0870571 12.5954006 7.8527935 8.5854463 7.2241098 10.6185396 7.4963625 8.7428386 NA NA 8.1235829 10.2691765 8.6915900 8.3590889 10.3400139 3.3716704 9.6280067 1.7867218 8.2017422 0.2017593 9.9305129 3.2017436 9.7035792 10.3921841 8.0409461 -0.7983661 2.5236623 8.2434011 12.9318937 6.9499352 7.4544079 5.4111957 12.6328479 2.9274793 12.3297364 8.9125484 8.4567708 10.5919111 7.5724297 7.4401466 10.7394458 10.9670281 3.5940588 11.6156344 10.3050299 12.0478201 9.8969703 8.1026088 NA 8.1146315 11.0708616 9.2115708 7.3258631 0.2017593 11.0885818 6.6363709 7.0965602 9.5168915 10.7611192 9.6079470 10.4001872 10.1010990 4.8456004 NA 4.7867061 10.8437937 7.6280066 9.3977294 7.6855576 9.0705646 6.8952287 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 11.651407 11.822649 13.079026 10.607947 9.053491 12.047036 2.371670 2.661180 8.771598 2.371670 11.989645 8.634326 6.888243 9.633396 7.741560 8.053491 10.623807 7.078259 10.183309 11.235853 8.659123 8.897753 10.402426 8.420911 7.126555 11.487433 13.754951 10.2461362 9.9474165 NA 7.9056457 6.2997740 9.5876045 10.8956646 10.6174838 8.6774755 9.2944992 6.1442565 9.2865504 6.6446855 7.2570248 9.4196998 5.7409006 5.8016553 7.8527935 9.1588442 14.1464999 8.2073668 12.2027984 5.2269940 10.3316691 12.4298092 15.5184479 10.4233292 14.2012136 10.1078811 1.2017593 11.3704142 9.6100718 9.1191141 7.5897590 7.4544079 8.7810580 10.4001872 8.9091013 10.9603817 1.5236623 6.5504698 14.6924714 11.2745446 9.0155232 5.9961582 10.0628289 NA 10.4057017 -0.7983661 12.7356801 10.7581811 10.4317625 9.9457350 10.2509100 4.7867061 6.7791704 9.0889626 8.0346323 6.8670785 13.0923787 2.5236623 14.3430909 11.8851754 7.9863768 9.5226780 10.3609827 3.4496670 -0.7983661 8.8256235 7.5009502 8.8509981 9.0889626 11.6529532 10.8541389 9.9682709 -0.7983661 9.0628289 8.9945325 8.9599651 10.6431301 9.5756947 2.0090963 9.6217023 9.9682709 7.7486363 8.2434011 6.1675265 10.7394458 10.3187358 NA 13.3501392 12.3652345 10.9330611 9.2115708 8.1176213 10.0843851 10.2732044 12.3474147 9.6751028 TCGA-B0-5701 65 0 NA 1732 kidney stage iii t3b n0 m0 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 3 3 3 1 3 1 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 2.739742e-06 8.323268e-07 6.8403310 9.3437058 4.3278813 9.8477483 8.4716390 3.4883479 5.6154575 10.2205577 10.3450167 10.1733710 9.9039761 10.1924312 11.2148326 8.2119618 0.2403754 9.2333563 7.3331750 8.6854328 6.3065065 5.7322719 10.9768200 10.5924614 8.2902668 10.2832196 3.9953036 3.4103411 11.9479929 15.2933257 11.0521941 7.4644200 11.5407706 9.1123233 4.4103411 9.5327397 10.8305372 8.7201984 9.0669664 NA 6.4595874 10.6300494 11.5921855 2.5623523 2.6998403 8.4203270 12.3901651 11.2827614 7.3065074 10.2184134 8.6284353 10.7462296 8.4523063 9.1755830 NA NA 8.3799692 10.4565576 6.8914702 7.6624825 8.6154575 4.3697038 9.4966267 4.4498717 5.4692381 2.0477827 10.1763197 3.1473067 11.1585358 9.0983990 7.3172335 NA 6.0217773 9.1562975 8.7382700 5.5072048 9.0999529 4.7639798 12.2130389 2.0477827 11.8546677 9.2697053 9.3437058 9.4764321 6.1107829 6.6498094 11.0303592 8.2033142 2.4103411 11.1792625 9.4547371 11.3713103 10.6693016 7.1291614 NA 7.0921673 11.0249670 9.9084165 8.5935648 3.4103411 11.0238256 9.0983524 6.9615168 10.3371332 11.5232169 9.5083752 10.7629996 10.0135572 3.6998514 NA 7.1592810 11.0291364 8.0890410 9.4165911 10.1329608 10.1525589 6.4498717 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 -0.530 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 9.234771 12.003215 12.416435 10.174846 9.135236 10.819262 5.912844 2.940862 6.571336 5.047774 12.241650 9.033159 11.584714 11.483229 8.223041 8.107697 11.017262 6.008603 10.447432 9.466830 7.836608 9.345842 9.988561 7.736273 7.123061 11.884500 12.577482 10.1946143 9.9417245 NA 8.3358151 7.6833617 10.6203379 11.2759045 11.7164047 7.0605965 9.5464797 7.9683385 10.1807316 7.1046040 8.0348336 9.6444952 5.2404174 4.1946150 7.8914696 10.1115532 12.4979532 8.8860764 13.8800414 6.6339368 9.6348807 9.4800167 16.3321840 11.5333148 13.4969216 11.0086024 0.2403754 11.6059203 10.8869768 11.7375214 9.1352357 9.0999529 9.9048653 10.0764684 10.6729599 11.8242036 6.5441994 6.2404174 13.4090228 11.5858233 9.1473087 7.1770557 9.8734132 NA 11.1003410 NA 12.4137828 11.6781649 10.7492032 10.220558 9.903976 6.240417 6.632735 8.116935 8.435175 6.306507 12.136355 2.825379 13.317234 12.705729 7.825381 8.443203 10.762509 4.525818 NA 8.645559 5.912844 9.683362 9.616543 11.589423 11.715645 9.469237 NA 9.649809 8.156298 8.432711 11.120384 9.414095 2.047783 9.838471 6.817847 10.029136 9.156298 2.410341 11.030359 11.037269 NA 11.952730 12.823853 10.204759 9.908416 9.050990 10.855588 10.827727 10.236206 10.491516 TCGA-B0-5702 71 0 NA 1605 kidney stage i t1b n0 m0 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 2 2 4 2 1 1 1 1 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.664654e-06 4.508437e-07 9.8539247 3.9801990 NA 7.4632840 10.9647490 2.1057451 6.5431370 9.7922325 5.3787509 5.8061719 11.1583000 7.9044739 10.1861053 7.9802013 NA 9.1682278 6.7875565 7.6500522 6.7495879 8.0599285 10.0305444 10.9883750 6.1354795 12.0521363 NA 5.8426973 3.8426973 16.3573623 8.2486899 6.1646254 8.7204416 12.0359765 NA 10.1501260 10.0849189 4.9801990 11.4894362 NA NA 11.3552405 10.7265627 3.6906964 NA 9.1391551 10.4879956 11.2186058 6.6082326 8.6956950 7.1931951 9.3818563 4.3281256 4.4276598 5.2756552 5.0443329 7.4515070 9.1354792 6.8426973 4.5207680 10.1446510 4.6082297 8.2212091 5.2212082 5.2212082 5.3281256 13.6875602 4.6082297 8.0521507 9.8783215 8.0126223 NA 3.9801990 8.0906248 6.8245502 9.5291980 4.8426973 5.9802013 12.5972510 2.1057451 15.2688050 8.4155871 6.6906950 12.0896756 7.2756571 6.6292940 10.2486899 8.7686968 4.3281256 11.5249899 12.9101319 11.0868235 7.1789805 10.2806576 NA 7.8516866 10.3533273 7.8516866 0.5207491 8.5922316 10.8279702 5.6906937 8.9301604 6.6082326 8.1206822 9.7519907 11.3536595 8.0364693 5.3281256 NA 2.8426973 8.8739162 7.0599285 8.8107882 8.6956950 6.2756571 3.1057284 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 -0.105 -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 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 1203 kidney stage i t1b n0 m0 16-10-2014 male 2009 263 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 1 1 4 3 2 2 2 2 NA NA 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.560613e-06 5.202042e-07 7.75936159 5.00532363 NA 9.02663299 9.21291801 3.78293270 7.67189909 10.72065819 10.14240974 9.05041055 10.42625196 10.85339900 10.30533001 7.33638159 NA 10.29131185 7.78293008 9.59028501 7.51588273 6.10485870 11.61112543 7.94690569 7.80940222 10.90209416 0.02800328 3.11549941 9.69869894 15.05478222 10.66647860 7.77287669 9.17014965 9.60168983 5.45430752 9.92361793 10.85776543 8.58646340 9.95804079 -0.97199672 4.45430752 10.89647939 11.37677082 3.19797544 NA 8.38339369 12.52077212 11.77476693 8.17524763 9.72501018 8.03647146 10.88330052 8.45220911 8.69515415 -0.97199672 NA 8.92588819 10.68267872 9.63906752 7.97055690 8.55747327 0.61296578 9.45640288 4.15732672 8.25445468 -0.97199672 9.73281085 2.83539863 10.79911937 10.03296534 8.24478861 NA 1.61301294 8.92588819 11.57686457 7.25686159 8.76950961 5.58263127 11.85439253 4.49825725 11.79870657 9.52689179 8.94392191 9.71454313 8.45640288 8.14957642 11.09345883 8.89222890 4.51989411 11.02098098 10.42571735 11.43078831 10.49564820 6.86724661 0.61296578 8.21539467 11.11481253 10.21167808 8.11285127 3.55160215 10.89725094 9.17397489 5.29483025 9.37344790 11.25264734 9.27359538 10.47253996 10.43318408 3.98223610 -0.97199672 7.05041027 11.77770265 8.04763327 9.67909439 7.62049990 10.02592784 7.35895970 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 -0.630 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 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 3668 kidney stage i t1 n0 m0 16-10-2014 female 2002 3335 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 1 1 1 1 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.872735e-06 7.282859e-07 7.1491110 7.3668214 1.8122518 9.3808219 9.4870130 5.6281495 7.0696205 10.5135387 10.8442780 9.2565569 10.2177284 10.7158631 10.5218905 8.1872719 -1.7725053 9.7340731 7.0696205 9.4650772 6.5446817 6.1988124 11.3388945 11.3112476 7.5310508 10.7004098 0.2272482 -1.7725053 9.2777986 15.9811328 11.0895197 7.1190532 10.2644734 9.1778256 6.6948746 9.7808991 10.4303118 7.9534882 9.6613768 -1.7725053 4.1099121 10.4707413 10.8690957 3.6195891 NA 6.4170947 12.8110577 12.3953934 7.8308961 10.1106767 8.2634434 11.3790791 9.7400102 9.7459228 NA NA 8.4146218 11.2884721 8.7933237 8.0426531 6.7231244 3.8711241 10.1738105 4.5492009 7.7933237 -0.7727518 9.0490437 3.9821539 11.0599620 9.8903830 8.2159542 NA 0.2272482 8.9354916 11.9214100 5.1099121 9.1727135 4.6867022 12.1283252 3.0274018 11.8583331 9.6033300 9.2586263 11.1518967 5.9207578 8.4109050 11.0933896 6.7664282 3.1814683 11.5293374 10.1091484 11.8484059 9.2994024 5.5759990 -0.7727518 8.2893158 10.7482027 10.1137285 7.8620806 -0.1877072 10.9485826 9.3725652 5.7586523 9.9142080 12.7014827 9.1528243 10.5427024 9.9359226 4.2223023 0.8122107 7.4560882 10.9786046 8.3160579 10.1083837 7.3014111 10.4578907 7.8065857 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 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 2414 kidney stage ii t2 n0 m0 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 1 3 5 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 8.2711502 9.1313271 2.6330824 8.7664756 9.3055016 4.3986103 6.6330766 11.2580545 11.0382008 8.8961108 9.8009963 10.4365617 11.0107207 7.4506999 NA 9.9110612 6.8347100 9.7077531 6.7868812 5.2653431 11.2014125 10.6387009 7.9405051 10.2453994 NA 2.3111543 10.0559821 16.3082174 9.7013172 7.6240314 10.1201124 5.9258570 NA 9.7374130 10.1953188 9.5661768 9.4430053 0.3111543 4.0115851 10.5218196 11.3986111 0.3111543 0.3111543 9.0011461 12.7846004 10.7152254 7.2300118 10.5423694 9.5278941 10.8522448 9.1217200 9.1023112 NA NA 8.9550044 11.0115880 11.6063432 7.3986112 7.4300895 4.4079169 10.1039386 3.3111543 7.1815131 2.6330824 9.1120482 4.6330766 11.2329892 9.3691399 8.3664306 NA 8.6011672 9.8268481 15.4768797 5.4810729 9.0253937 5.3986103 13.0947604 3.4810793 11.4916791 9.2329893 9.4274922 11.3230743 9.3473219 7.8580426 10.5071356 9.5351500 1.3111543 10.7633895 10.0424673 11.5102071 9.6752830 7.6330766 0.3111543 10.1968447 10.8096684 10.3555424 8.2653445 4.4810729 10.7939562 9.4735396 5.7374137 9.9423254 11.3846204 9.4144360 11.0028918 9.7644188 3.8961071 NA 7.5009725 11.4634331 8.1120480 9.5567009 8.3335159 11.3832809 6.9976492 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 -0.419 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 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 2828 kidney stage i t1a n0 m0 16-10-2014 female 2004 2592 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA NA 1 3 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4.855239e-07 6.21815344 8.53635447 2.84891833 8.60024150 5.87276721 4.22743304 6.02949264 10.49661873 9.51093602 8.95465435 11.36514583 10.48409452 10.14354125 7.83077314 3.40146664 10.02018075 8.56773861 9.55028466 8.61798715 6.50427239 10.75340464 10.19587746 7.27742039 10.80551157 2.84891833 7.87276721 9.77016634 15.88903898 11.40938075 8.10944832 9.20177327 8.91500962 3.40146664 9.80853613 10.96993594 9.67504527 10.41573564 -0.05799229 7.25491334 10.53961695 11.37535455 NA 1.26393581 8.00272558 11.83949726 12.31421482 7.84591151 8.77808042 8.07902123 11.81374268 9.37978209 9.43488464 7.91644440 -1.05799229 8.78280791 10.76180983 7.05055394 8.42584573 9.39117849 2.74938409 10.35035967 4.18995894 6.36829517 5.18995894 10.47827718 5.80001201 10.95709645 11.23060766 5.96439863 NA 7.90203196 9.61710486 10.18639371 6.88454420 8.34077366 6.88454420 11.53518759 6.12521920 12.81229832 8.66141863 9.57138652 9.62238939 5.09177599 8.37665808 10.26395798 12.00828732 1.94204526 10.85641510 10.04924698 11.26592910 10.37195966 9.98437331 NA 8.04006227 11.18013605 10.76499902 8.81393507 4.05806534 11.48578680 8.62138671 7.52323025 9.80311691 11.04236376 9.35248136 10.03742698 10.48409452 3.94202649 1.74940555 5.46559252 11.82791693 9.29627935 9.66824804 4.96439863 9.39014617 6.45773053 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 5.281880 12.123182 5.334347 10.813935 8.607366 9.876458 6.696917 5.953258 8.355658 2.526995 12.224974 8.506370 11.743132 6.772260 7.565070 7.812395 11.068412 5.091776 10.110702 11.684550 8.163617 9.546491 10.010553 6.878668 8.332199 11.856789 12.828012 9.2480917 9.7717527 0.5269702 8.7380696 6.5567390 9.2617022 10.9857408 11.0882804 5.7102141 9.0955819 6.7414414 9.8653575 5.8845442 8.8757205 10.9557016 5.3849719 7.5930818 4.1119577 8.8353314 13.1728009 8.5156770 14.3294415 5.5744437 11.9513337 10.3947859 12.7049310 12.2489461 12.9298269 10.5845329 2.5269952 10.3535409 8.6834968 10.2913112 8.4557575 8.3407737 8.8459118 9.8984061 9.0081190 11.2067628 5.8962258 5.6562761 13.2263234 11.3154389 9.2951768 8.7956981 11.1019012 -1.0579923 10.4408791 -1.0579923 12.7890873 10.7064661 10.7372579 10.4966187 11.3651458 3.5858879 9.2389461 9.0687345 8.0815814 8.6179871 12.6613075 1.5269702 15.2950561 13.6101947 8.0993767 7.3597979 10.8444050 3.5858879 0.5269702 9.1031619 6.8246724 9.6276548 9.5658108 11.8887535 10.5818228 8.8185470 NA 11.6095850 9.2355016 10.0629158 10.6699504 8.9574451 2.2639658 10.7653972 4.8727697 7.5307442 9.6171049 4.0713165 10.2639580 10.1642211 -1.0579923 12.4919349 13.5570273 10.5840816 10.7649990 7.7843803 11.5725246 9.2962794 10.1412790 9.9470508 TCGA-B0-5709 62 0 NA 3117 kidney stage iii t3a nx m0 16-10-2014 female 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 2 2 2 3 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 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1.595293e-06 6.936056e-07 8.4117745 8.5229502 NA 9.4026561 9.4596667 7.1143108 5.8865892 11.1849658 10.5491601 8.6350945 9.7114567 10.7329234 10.4221259 9.0705646 NA 9.6599073 7.5491601 9.2920167 5.8940441 7.4362385 11.6037500 12.6207015 8.1583178 10.5583278 1.6160753 4.0490208 10.5927669 14.7361031 9.8157320 7.4130727 9.9330199 8.4876568 4.3385243 9.5921941 10.7313634 8.8438586 9.4913483 -1.7060410 2.8790980 10.5331333 10.6024706 0.2940766 -0.7058057 9.4111252 12.8812644 11.6173271 7.8176936 10.5054115 7.5157188 11.5170773 10.0032154 9.3247987 1.4640409 NA 8.4876568 10.7045829 9.3635813 7.4740409 9.8549421 4.9379893 10.2706957 2.6864557 7.3921637 6.6950111 8.8573279 5.1889508 11.4041254 9.8823777 9.0926034 1.4640409 -0.1209216 10.2118766 11.5590139 7.0754909 9.5367102 6.0014915 11.6116855 3.1976453 11.2191295 9.3303052 9.8332903 11.1194879 7.8176936 9.1859153 11.2311375 9.0917932 5.0083748 11.2073950 10.0160852 11.4802458 9.5789557 7.5277514 -1.7060410 9.2541334 10.7461334 10.6560753 8.8118011 3.8176949 11.2241296 10.0585677 6.8137684 10.0126645 12.4483959 8.9433878 11.3947939 10.5274516 5.3577420 NA 8.0982627 12.5762064 8.8940444 9.8601856 8.4065711 10.3102434 7.0624477 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 -0.263 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 9.757656 11.482102 12.013199 10.342278 10.357527 11.457152 4.651683 4.443878 7.982382 6.170648 13.322340 8.776718 10.172566 7.245358 8.312526 8.894974 10.440700 6.789986 10.742764 10.232608 8.248328 8.489307 9.475551 7.082034 6.699273 10.983256 12.852193 10.166037 10.659087 1.101516 8.701399 7.803906 10.276056 9.923033 11.702329 9.377611 9.959467 8.155218 10.197637 7.018645 9.136482 9.526552 7.469057 8.103096 7.627287 7.991099 13.229803 8.710929 13.112564 5.058472 9.179065 11.590187 15.852918 12.682754 12.800687 11.172182 2.616052 10.924626 11.438471 10.436558 9.185156 9.536710 9.174480 10.023327 12.256666 11.743537 4.381595 5.532535 13.575416 11.237013 10.454948 7.259916 8.920753 1.753562 11.482257 NA 12.755931 11.773259 11.118494 11.1849658 9.7114567 6.9523429 5.7939765 8.4552635 9.1949984 5.8940441 12.9371247 3.1521185 13.9061937 13.1056568 8.4247021 8.3033725 9.7334430 7.0950320 NA 10.1497787 7.8137677 9.4821021 10.0169177 11.0148033 13.0807585 11.4340026 -0.7058057 9.8616124 6.3109399 9.1380526 11.3635813 9.8982214 4.5609167 10.6081483 8.9788800 7.3081524 10.2118766 6.5609182 11.2311375 11.4176063 1.6160753 12.0570326 12.4641348 9.7607180 10.6560753 7.1980138 10.4580957 11.3308203 10.0591027 11.7258211 TCGA-B0-5710 57 0 NA 1459 kidney stage i t1b n0 m0 16-10-2014 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA 1 1 5 2 2 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 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 9.016873e-07 3.121225e-07 6.7485538 7.5590757 -1.2736919 9.5238473 11.2252842 6.9209423 7.6270523 11.2386793 10.8714811 8.2079851 10.2993595 10.5479597 10.8386253 8.6818358 NA 9.6687003 7.2536631 9.7041812 7.3772374 6.1856168 11.7282975 10.5355519 7.7261855 9.7798265 -0.2738663 3.5841688 10.0441636 15.0714004 9.8992382 7.8606121 10.4357004 7.6745532 3.6803806 9.4074241 10.0242483 9.1217200 9.2711502 NA 5.2497487 10.5403676 10.5950083 0.7262209 NA 8.4091805 12.6608902 10.8545024 8.1856173 10.2822127 8.0231017 10.6894431 9.3509812 9.0925080 NA NA 8.3408956 10.6565535 9.7922749 7.1270647 7.8784703 4.2497487 10.4481393 3.1856129 7.7678448 1.8961168 8.6057691 3.4266271 10.7989883 9.2595154 9.5957796 -1.2736919 0.3111543 10.2740443 9.3799265 7.9812145 9.7134498 6.1185030 12.8706847 2.5771750 10.8392767 9.3763399 8.9221732 9.0615761 8.2059662 9.1066469 11.2334849 8.6789268 3.7261882 11.8570780 9.9735199 11.6756477 9.8612537 7.2998326 NA 9.8169598 10.3671762 10.7905917 7.9669772 4.8525782 10.8133170 8.7705526 6.2730794 10.2682503 12.3636031 9.1195761 12.0555617 10.3632634 4.0426969 -1.2736919 7.7177073 12.8825059 8.9036053 9.6767417 10.3906331 11.6244092 7.4091805 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 -0.587 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 11.250238 11.578325 12.063250 10.155593 11.164718 11.708288 5.169127 2.533538 7.118503 3.813648 13.934382 8.958727 8.661351 6.514285 8.329126 8.677471 11.031393 8.247786 10.982984 9.142983 8.177397 8.755528 9.356253 7.896111 7.433545 11.199891 13.761672 11.0922347 10.3839508 NA 9.1259977 7.8030016 10.4113725 10.3376717 12.1820267 9.5685361 9.8340567 7.8657370 10.5451673 6.7318105 7.1355769 9.5574930 7.4541060 4.9356389 10.6930516 9.1701652 13.0571726 9.4844091 12.1048870 6.9965740 9.2526851 10.9172450 14.9307187 11.7499401 13.3689708 11.2014125 0.3111543 10.1493017 10.3339783 10.5783250 9.3682375 9.7134498 9.3700420 9.9344201 10.6118821 11.8325835 6.0837367 4.8347112 13.5608578 10.6107379 8.7637326 6.3772383 9.2160338 NA 11.6776526 -1.2736919 12.8660568 11.7045315 10.9666790 11.2386793 10.2993595 6.4541068 6.0925077 9.4777297 9.9079591 7.3772374 13.5197764 2.7261773 13.3301018 13.0180040 8.7719453 8.6653828 9.6613507 8.6240311 0.3111543 9.3986112 9.1639379 9.7020338 10.0452368 11.5493539 11.6251649 10.9054728 1.8961168 9.2595154 8.3790309 8.9562062 11.4943701 10.1082693 2.6330824 9.9544032 9.1238604 8.0726997 10.2740443 4.2180372 11.2334849 11.5136803 NA 12.5745153 12.5609531 10.2922398 10.7905917 8.0390687 10.4161837 11.3242383 10.5343294 11.4257300 TCGA-B0-5711 50 0 NA 2931 kidney stage iii t3b nx m0 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA 1 1 1 2 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 7.629662e-07 1.040408e-07 7.2401550 7.5566800 3.8910011 9.4521572 10.0256764 5.3813318 7.2129341 10.8832022 11.0883394 8.7782989 10.0373622 10.8745422 9.8671947 9.2833231 NA 9.8479695 7.1746451 9.3418241 6.2468812 6.6835631 11.2407871 10.9024992 7.9519590 10.1377802 1.0836559 2.3060289 10.1956558 15.8514559 10.3402526 7.6228096 9.9900403 8.9426679 3.0222435 9.5217494 10.0436526 8.2452028 9.4138206 NA 5.5210570 10.4275767 10.7035650 3.0836559 2.0836559 8.0397849 12.6408751 11.9755610 7.6509727 9.8845506 8.6698651 10.6208692 9.0656937 9.5573565 NA NA 8.4130736 11.3435901 9.9504145 7.0261649 7.3904717 3.8910011 9.9985342 5.1991266 8.6085188 1.6686184 8.5714906 3.9249550 11.1934814 9.6878951 8.6241016 NA -1.5014428 9.7938832 10.9529875 5.3690546 9.3690529 5.2129350 12.7154341 4.0235038 11.1490669 9.6337561 9.0222502 10.5664587 8.1693443 8.7032592 11.2015102 9.1289553 2.5861402 11.5978716 9.8501796 11.8896632 9.4115775 6.5861507 -0.5012385 9.0455828 10.5406725 10.4521572 8.3299954 1.4454089 10.6195741 9.3180691 5.9333153 10.1899956 12.3626809 9.1280449 11.2983746 10.1239404 3.4528853 -0.5012385 7.7323079 12.5107016 8.5940853 9.5593842 8.4323790 10.9696013 7.9186486 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 -0.499 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 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 16-10-2014 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 105.43.0 NA NA 2 3 1 2 2 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 6.2961508 7.8606488 0.1463945 8.9591158 8.7512655 4.2052987 7.7781869 10.1303471 10.7022708 10.0080074 10.5311873 11.1761508 10.8396000 7.9835056 -0.4385028 10.1117068 7.5472832 9.6133296 7.4743306 4.1464027 10.8025303 10.1784492 7.4069312 10.6715099 2.4683226 3.0849997 10.5351384 16.6732695 11.7279179 7.4318060 9.9266699 9.2885106 5.9277637 9.7432144 10.1039893 7.9364807 9.9001774 NA 5.9623200 10.7111881 10.8534749 5.0371757 0.8833862 5.8282279 11.9675131 12.2941384 8.3179973 9.2893614 8.7854427 11.3094241 9.2106972 8.9908477 NA NA 7.9771826 10.9827169 9.9986729 7.6221368 9.2549280 2.9537495 9.5614411 1.7313570 7.4892186 0.1463945 9.7739373 2.1463945 10.2722474 10.5218050 7.2052967 NA 2.0208755 8.1834930 11.7670815 4.9189920 8.7162591 5.7902586 13.3652694 4.2375408 12.0713397 9.0662601 9.0771407 10.6955464 9.4440841 7.7878529 10.9556357 9.4623078 1.3687683 11.3175803 10.0981738 11.4756393 9.7806095 7.8422120 -0.4385028 9.0976882 10.7092850 10.2227738 8.6288753 3.2618768 10.8839325 8.6620509 6.7263476 10.3037504 11.8180920 9.4638162 9.8063995 9.9835057 4.2052987 2.4683226 6.2893623 10.7941617 6.4440839 8.3816200 6.6382563 9.6686581 7.5782496 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 -0.758 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 9.191708 12.282220 11.193982 10.455122 8.155765 11.417477 2.648903 5.381619 8.640926 3.515637 11.449423 8.272385 6.198066 6.621110 7.845085 9.175230 11.174540 6.131297 10.311729 9.273108 7.768456 9.218706 9.935247 8.035147 8.033116 10.923933 13.771542 9.2816853 10.1501556 NA 8.6997126 7.1538975 9.9167921 10.9721574 11.4016288 8.0412211 8.9814012 6.3016937 9.7938619 6.4862542 6.6221368 9.9140362 4.3428036 4.7111865 8.0810770 10.1766108 12.6672677 8.8537627 13.0019209 6.4158110 8.7512655 9.9939830 15.9540184 11.0409686 14.1562321 10.4825380 NA 10.9916322 8.2756864 9.8917977 8.8720537 8.7162591 8.9483812 9.9343061 9.4240783 11.5941738 0.5613995 6.2618805 13.6722473 11.6905630 8.8560616 8.8319466 10.6379226 NA 9.0126522 NA 12.4676740 11.0632682 10.7503389 10.1303471 10.5311873 5.8923570 6.2196526 9.1834927 8.2338665 7.4743306 12.3759994 2.3687963 14.3347605 12.8272025 7.8606488 9.0031508 10.7577358 10.0507872 -0.4385028 8.5838086 6.3362280 9.3615320 9.5851331 11.5057870 10.3062749 9.1284463 0.1463945 10.4743304 9.4995503 9.1834927 10.5782493 9.7118230 0.8833862 10.1365075 5.5948650 9.8188288 8.1834930 1.8833862 10.9556357 11.3452578 NA 12.8613645 13.2593316 10.7869497 10.2227738 7.7463161 11.6145184 9.7099176 11.2763454 10.5288726 TCGA-B0-5713 75 0 NA 1865 kidney stage iii t3b n0 m0 16-10-2014 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA 1 1 1 1 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 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 6 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 2.531661e-06 6.589254e-07 6.6523130 6.6476210 5.9012265 9.3742103 10.2215761 6.4078932 6.7692296 10.8826291 10.8763766 9.2597386 10.0504173 10.5900969 9.9643700 8.6789972 -1.6144033 9.6691928 7.0365770 10.2616589 7.4861882 6.9965503 11.2468065 10.3040163 8.2025093 10.7906778 1.7074364 2.3855139 10.0075776 15.7769288 10.4058113 7.4543042 10.3025248 9.5225168 6.0148819 9.6095275 10.3043890 8.3742105 9.5083538 -0.0294408 6.4408077 10.3349878 10.5109392 5.0437382 NA 7.3014047 12.3921148 12.0420623 7.9324203 10.1462456 7.8243173 11.3177405 9.6346392 9.3295055 NA NA 8.3469755 10.8930726 9.5064115 7.7474693 7.9130025 2.8144684 10.0552967 5.5453970 8.0720265 -1.6144033 8.6263172 4.1928806 10.8811309 9.4210122 8.7496603 -1.6144033 -0.6144033 9.3599404 12.2675000 5.6523115 9.0508616 5.0720243 12.0561820 2.2798575 11.2630016 9.6645559 8.9956278 10.2231537 8.2909128 8.5554508 11.1200237 5.9401151 3.0859685 11.3585055 10.0311841 11.8023233 10.1993070 6.6616499 -0.6144033 8.0526371 10.4979294 10.2856378 8.3324318 1.7074364 10.9353104 8.8071066 5.7175174 10.0755237 12.1308849 8.2773093 10.9686085 10.0902940 3.7074585 1.5554726 7.3103383 11.9381948 8.0057458 9.9275903 8.2742691 10.4726570 7.3770474 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 0.441 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 10.907862 11.779586 11.911291 10.211280 9.956330 11.746784 4.316262 2.385514 7.240394 4.029382 12.596197 8.431886 10.779452 7.498278 8.461833 9.454304 10.324003 8.266639 10.538444 10.169342 8.830541 8.825897 9.572420 8.191269 7.345528 10.574424 13.715707 10.0850982 10.2353217 NA 8.8480279 7.6095275 10.2001082 10.1198120 11.0533025 9.3967529 9.4223861 7.4435171 9.8536406 7.0894293 5.6984074 9.0275773 5.6239312 5.4623403 8.7364648 9.6523122 13.2923693 9.3118216 12.1957961 5.6495925 9.6875933 11.2233507 15.5974425 11.2649175 13.3617766 10.9956277 -0.6144033 10.7320394 9.8112661 9.9386750 8.8033782 9.0508616 9.2497117 10.0733388 10.3809396 11.5257164 0.7074364 5.6709281 13.5083011 11.1940877 9.6847337 7.1537101 9.6972741 NA 11.3422649 NA 12.6050724 11.6022685 11.0221504 10.8826291 10.0504173 6.4992671 7.2403945 9.0473039 9.1470769 7.4861882 13.2586257 2.5554481 14.2164865 12.5802056 8.4623411 9.8748117 10.0226033 3.8449580 -0.6144033 9.4319676 8.1303595 9.1269927 9.7638205 10.9763467 11.4110114 10.2662571 2.3855139 9.2961685 4.8449580 8.9439465 11.5472875 10.1125952 1.3855415 10.3738553 3.0859685 8.3440784 9.3599404 4.1134421 11.1200237 11.4249589 -1.6144033 12.6589571 12.3640574 10.5900969 10.2856378 7.5998452 10.7161625 11.3642362 11.0348313 10.5895527 TCGA-B0-5812 53 0 NA 2963 kidney stage i t1b nx m0 16-10-2014 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA 1 1 1 1 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 1.17913e-06 3.121225e-07 6.8560794 8.0031834 2.6364042 9.3506464 10.4649551 6.2086519 5.8396850 10.9865260 10.6058254 8.8084336 10.2280709 10.3484754 9.9621207 9.6848161 -0.6115349 9.3549790 7.1027190 9.3870639 4.4545642 6.8314175 11.1418992 10.9559543 7.9468940 10.0528496 -0.6115349 2.5583901 9.8199712 15.8018895 9.6807952 7.7104015 10.6232909 8.7160261 3.4328659 9.2062566 10.0309765 8.4066736 9.4626149 -0.6115349 4.0608948 10.3958512 10.3725359 2.4759409 NA 9.5222578 12.3405777 11.6715619 7.5979267 9.7807909 7.8702729 10.6088518 8.9227765 9.1129873 0.3884651 NA 8.1349879 10.8246644 9.9920998 7.2213638 6.9315058 2.9734276 9.8438006 6.4545625 8.1146918 4.2711194 8.6015777 4.3192133 11.0852237 10.1857297 8.9090920 NA 2.2953704 10.1591373 8.8692638 9.0250980 9.4177608 5.8803255 11.9500001 3.3073411 11.3229015 9.7588776 8.7580709 9.9635400 7.8783213 9.0359320 11.4609411 9.8100124 3.6364042 11.8546774 9.6358077 12.1046499 9.7547957 6.8272652 NA 9.3221641 10.4253785 10.3838873 7.1665508 6.7101314 10.5486601 8.4681181 6.1500255 10.3488375 11.4714541 9.2014530 12.3491995 10.2221542 5.7352541 -0.6115349 7.1731084 12.2360203 8.8853273 9.6825198 9.6669229 10.9247207 8.0591297 9.5552642 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 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 16-10-2014 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.48.0 3 7 2 NA 4 3 1 1 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 3.62353915 6.29596358 NA 8.50209904 8.47320326 5.51430850 6.72507581 10.63149903 10.46640617 8.65512353 11.21879485 11.44770058 9.74765862 6.72507581 NA 11.21692849 7.27219493 10.41741152 2.84593157 4.81993381 11.17139588 9.37173026 8.39832429 10.28467410 NA -0.96156382 7.18323341 13.68721331 7.78676754 8.55624431 9.82484453 3.03857665 3.36050475 9.45537243 11.99911985 9.11137749 10.41632760 0.62349233 4.16785566 10.68378294 10.95892769 -0.96156382 NA 8.06094284 12.99104311 12.00381801 8.37619660 13.28167443 8.26498720 10.94320944 9.18195800 10.20849982 0.03857665 3.62353915 7.87777860 11.63429853 7.20348211 7.20849970 6.36050299 4.62353915 10.74247846 6.02726023 0.62349233 3.73901637 10.41632760 1.62353915 11.45352427 10.42065840 7.06648103 2.03857665 4.20850165 10.29301302 8.49184548 9.70035302 10.29360338 2.62353915 9.06371433 11.14541584 12.62224530 12.30609308 12.45444862 3.03857665 7.94846769 9.80012610 10.44637369 6.66793185 1.36047665 9.77413095 10.38176053 11.57652119 10.57530770 4.16785566 1.36047665 9.37061135 11.14104929 11.34406661 1.84591151 -0.96156382 11.10802459 10.57721968 3.62353915 10.73293276 8.53243035 9.65052171 9.42659205 9.42659205 4.99277296 NA 8.05538331 11.27219452 9.56702896 10.19149344 7.23824709 10.72726224 7.42659184 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 -0.804 -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 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 16-10-2014 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.48.0 1 1 1 1 4 2 2 2 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 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 4.508437e-07 1.734014e-07 8.4376193 8.0406760 0.9489746 9.0895501 9.2772021 5.7145120 7.0575001 10.7224449 11.1027813 9.0823750 10.0112920 10.7365521 9.9944626 8.1797170 -1.3729535 9.5526024 6.9078184 9.9574046 6.9308284 7.2852598 11.0329871 11.5037567 8.0616763 10.4887552 NA 0.6270465 11.3513486 15.8045550 9.9404979 7.9579645 10.1204030 8.9421975 4.2709026 9.2025872 10.3630269 8.7919547 9.7563310 NA 6.0193661 10.0941439 11.1584294 1.4344014 -0.3729535 6.6985102 12.4232904 11.7050319 7.7224448 9.7957200 8.2362266 10.4950987 9.0010005 8.9668979 NA -0.3729535 8.5942742 11.1649943 8.7742527 7.5518605 7.2157621 5.1969021 10.0166792 5.0193639 8.6452481 0.6270465 9.2481840 3.5339371 10.8239573 9.6652810 8.5020294 -1.3729535 NA 9.5150300 12.1056911 9.3292205 9.2091899 5.2709026 11.7729800 3.4795410 11.5066311 10.4908470 9.1447174 9.7224448 6.2564050 8.3170458 11.0590677 8.8291719 2.9489746 11.7670788 9.8737884 12.2372653 10.2185703 5.6043264 NA 8.4488217 10.7033691 10.2780995 8.7524613 6.4527700 10.6305658 9.7626994 6.1427483 9.8038444 11.2794448 9.0997386 10.3025640 10.2030598 3.8749740 NA 7.5636859 10.4360121 8.5985915 10.1138829 7.1388001 10.5138876 8.2564045 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 -0.340 -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 9.923964 11.615910 12.424811 10.398125 9.239916 11.703195 3.212009 4.150608 7.351562 7.110863 12.145209 8.965896 6.725080 8.813063 8.646778 9.360911 11.101514 7.134842 10.683347 8.841367 9.093634 9.074193 10.224989 7.819341 7.388599 10.753107 13.995861 9.7105272 10.2190377 NA 8.8303960 8.1168960 10.1978524 9.8914904 11.3161723 8.5754152 9.8425809 8.0321896 9.6857161 7.9977356 6.5985915 9.2870437 7.2044763 3.9845985 8.1797170 9.4583551 13.3124537 9.2260309 12.7661196 6.1355554 9.4670390 11.2950464 15.6993690 11.6314440 14.1868432 11.0520015 0.6270465 10.8660497 9.2690996 11.0131799 8.7906974 9.2091899 10.0931244 9.7582619 12.1268938 11.4688088 2.6270465 5.8168736 14.5627302 11.2516149 9.9187942 6.5695625 9.3777550 NA 11.4024524 NA 12.7899899 11.4686064 10.8570684 10.7224449 10.0112920 7.4440317 8.1209035 8.9933701 9.4834734 6.9308284 12.7446009 1.6270465 13.2246349 11.8088213 8.5518605 9.2181963 10.1048062 5.5577838 NA 8.8193409 7.3240158 9.5309297 9.9176428 10.9248239 13.1382446 9.9646698 0.6270465 9.6333740 8.2545818 9.2435967 11.2908283 10.0782590 4.9489746 10.5801530 9.0637593 8.2417577 9.5150300 5.0193639 11.0590677 11.1090995 NA 13.0237865 12.3490015 10.6917907 10.2780995 7.7793326 10.5440470 11.7985375 11.9632253 10.4655152 TCGA-B2-4098 72 1 51 51 kidney stage i t1b nx m0 16-10-2014 female 2010 51 NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 50.48.0 2 3 2 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 3.121225e-07 7.4476651 9.1987615 5.6684340 9.4771811 7.1454818 3.0439394 6.3658710 10.2863236 11.0690829 8.6010881 10.6623289 11.1349379 10.9240370 7.1384612 0.4590119 10.2981846 7.9864576 10.2378793 4.8165332 5.4131777 10.7786529 11.3834223 8.2855294 10.0535761 1.7808980 5.2403410 5.2403410 14.5765428 9.3385641 7.3718698 9.8176321 7.3477241 2.4589856 9.0919761 10.7316106 9.7695936 10.3726183 1.0439744 2.7809190 10.2703555 10.8878644 NA NA 8.2759643 12.2932544 10.8956924 8.2695526 9.8448432 7.5779220 10.6884005 8.2501440 9.2966088 2.2663368 -0.5409881 8.7741305 10.8847212 11.5625965 7.0810328 9.9214832 3.7069062 9.8925663 3.6289019 6.8426847 2.2663368 9.4992705 4.6289077 11.3017240 11.0481638 7.8726090 NA 8.8405237 9.7673199 8.2071735 4.6684369 9.0231303 6.8426847 10.6914017 5.1931488 12.1785836 9.1715078 9.4785717 8.1834945 8.4757889 7.8894334 10.9019244 9.4044246 2.0439394 11.1397799 9.7831615 12.0380610 10.1489788 7.1732264 NA 8.0846899 10.6768962 10.7051276 9.8545150 2.7443764 11.3056465 9.3339621 7.4646054 9.3385641 10.5490933 9.4674095 9.6023641 10.4419744 6.9864576 0.4590119 7.9825430 11.3874992 9.4014954 9.9697450 4.4131743 9.7650425 7.4702082 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 -0.543 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 6.240341 12.175157 2.458986 10.327032 7.697385 11.383422 8.310730 8.043943 8.398560 5.213868 13.019553 8.738104 9.542460 7.278585 8.562295 8.827487 11.660492 5.013569 10.933194 10.099226 8.932687 9.258019 9.700332 7.110032 8.230470 11.156817 13.029904 10.0335744 10.5217016 -0.5409881 9.1732264 7.3778439 9.8263956 10.6908021 11.0331013 5.1028387 9.5648893 7.4131769 10.2695525 6.6684340 10.0068394 11.7624762 6.4014957 5.5033742 5.3658710 8.3808216 12.6447855 10.2304704 12.9483271 5.7943717 10.6604922 10.7938127 13.1114897 11.4312427 13.5197612 10.6169593 -0.5409881 10.4036929 9.6757267 11.0005615 9.3446772 9.0231303 9.6074574 9.5304432 10.5457806 11.4906820 6.3897182 5.8340209 13.4952953 11.9248023 9.6853930 7.2403401 10.1180848 -0.5409881 10.7362682 NA 12.7865335 11.2638822 10.9667755 10.2863236 10.6623289 5.7627607 7.8512981 8.0992258 8.5088295 4.8165332 12.5142413 2.9184053 13.8449780 12.8799937 9.0135697 8.2363678 10.7478469 2.7809190 -0.5409881 9.3107298 5.1594193 9.8361913 9.9608181 11.2663357 12.0581963 7.6488055 -0.5409881 10.6257716 8.7718638 9.5490933 11.1309641 10.0865147 1.7808980 10.3301160 2.0439394 7.9265866 9.7673199 1.4589594 10.9019244 10.8054946 NA 12.1841340 11.9326866 10.0523720 10.7051276 7.9942561 10.9417888 9.1010326 10.9985565 8.9848736 TCGA-B2-4099 83 0 NA 374 kidney stage i t1a nx m0 16-10-2014 male 2010 111 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.48.0 1 1 1 NA 1 2 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5.895648e-07 7.3961603 8.0641268 NA 8.5538274 9.2149774 5.6195979 7.9440332 9.7333857 10.6513922 8.5488951 10.0297269 10.5435328 10.0220357 7.6006563 NA 10.0196608 7.1404300 10.8849177 7.0125128 7.0267735 10.1993240 11.6626612 7.1534862 10.0009117 0.3590713 NA 8.8969360 15.5935763 10.0756043 8.0455713 8.9981097 9.1824378 3.7741123 9.3296560 9.6085792 7.9440332 9.8219136 -0.2258349 5.2659619 10.5898916 10.6933439 3.5814597 -1.2260037 7.2457837 11.2048220 12.8782154 7.9713245 8.5910918 8.2273786 9.9327178 8.6521591 8.1749876 0.3590713 NA 8.3814383 9.6696834 8.9552605 7.2579243 8.7867326 3.5814597 9.0756043 4.7048443 8.1228363 -0.2258349 9.8988757 2.6809994 9.6809987 10.0675798 8.4143529 -1.2260037 1.5814477 8.3814383 8.6914801 4.1316636 8.1621254 4.5289963 11.6989206 3.1773757 12.3507106 9.5011778 9.1360519 8.7839369 9.0960362 7.2779336 10.7409740 8.3665653 4.2003710 11.6785546 9.7100098 12.4678129 10.5778357 6.6133121 NA 7.8321001 10.8508770 8.9440332 8.2211912 1.7741229 9.9263930 7.9931071 6.6820802 9.9700954 10.3851329 9.8054647 10.1583523 10.4260567 3.1664262 -0.2258349 6.0502318 10.7166226 8.7077988 8.8956416 7.9289263 10.2863548 7.5088176 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 0.144 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 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 16-10-2014 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 1 3 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 1.317851e-06 3.468028e-07 8.6453490 9.0678269 3.5353314 9.4677574 10.5707200 4.8979035 8.5921629 11.1103306 11.9630935 8.7038247 10.3390016 10.6140544 11.1955824 8.9471454 -1.2719489 9.8777239 7.2318029 10.3316031 6.0408596 6.9711504 11.3767838 11.6516757 8.4249443 10.3589810 0.3128975 1.7279640 9.1594745 15.3041954 9.2466299 7.2902189 10.6006517 8.4895281 2.8978987 9.5417580 10.5867349 8.4626863 10.0866280 -1.2719489 1.3129555 10.4660691 10.6675560 3.3129410 NA 7.6527891 12.7841064 11.8156054 8.4895281 10.1781570 8.5592842 10.9797551 9.0833280 9.3241666 0.3128975 NA 8.8777240 10.7437403 9.6318586 7.6850788 8.2534977 3.8572644 10.2313057 6.5545259 7.8624030 3.1203022 8.1812477 3.9759053 11.2288187 9.8789933 10.2352759 1.0499095 2.8978987 9.7503446 9.5867349 5.6937601 9.3888641 5.6821744 12.2538646 1.9514013 11.2200803 9.6550140 9.2208315 9.1874085 8.5781636 9.0986643 11.2325476 9.0555295 3.5353314 11.5880938 10.2052291 12.2927217 9.2978325 6.8675283 -1.2719489 9.5207672 10.6825367 10.3884185 8.6167201 4.9759053 10.9573965 9.6002053 6.7668959 9.8611190 12.0168429 8.7152410 10.7290331 9.9325480 4.2198268 1.3129555 8.2632523 11.6659023 9.1341819 10.1106009 9.0866280 11.4441532 7.7805450 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 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 16-10-2014 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.48.0 1 1 1 NA 1 1 2 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.73978938 9.08651019 1.51096192 9.51378601 9.95857084 5.61949518 8.03649179 11.01529336 11.44613597 9.15211952 10.11922582 10.64186317 10.33194768 9.16828927 NA 10.02321764 7.79405905 10.10342801 4.98670218 6.04235323 11.23164271 12.14884105 8.28904827 10.28913429 3.15482621 0.09599191 10.39208490 15.66332511 10.38249121 7.39055420 10.39514144 9.08461814 4.09593286 9.39055420 10.44281643 8.36272016 9.87893159 0.09599191 4.95391240 10.31429490 10.54060330 1.09592442 NA 7.67336208 12.77218438 12.66246322 8.63250452 10.07940211 7.74698518 10.90167734 9.10529543 8.96424151 NA -0.48903808 8.47531191 11.06219856 9.32234574 7.89467531 8.92987767 3.86851886 10.40313423 6.12568003 7.99478675 2.59843667 8.47819728 4.92036000 11.19133045 10.52882328 9.90328838 0.83293051 0.83293051 9.75473989 10.18780956 5.56625197 9.42161359 6.27915553 11.99780597 4.16402998 10.93250983 9.38364576 9.63573843 10.78971075 8.30376112 8.22349785 11.12660059 7.85082067 3.51097457 11.34583699 9.71248229 11.77453358 9.23207022 6.33114984 -0.48903808 8.44022926 10.68032603 10.54576986 8.51097102 2.68088692 11.06436022 9.81013314 5.53478065 9.81246710 12.34859887 8.65944760 11.23974178 9.95546829 5.81264967 0.51096192 8.33751933 11.58125963 8.98264626 9.92089216 8.05786558 10.90516562 7.37824976 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 -0.493 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 10.035023 11.515543 12.062799 9.725290 9.753550 11.761417 6.810180 2.318317 7.046247 5.125680 12.094876 8.497581 6.154826 7.607291 8.463902 9.425356 11.780390 7.107161 10.896833 7.318326 8.290690 8.865297 9.162238 8.127520 7.568962 11.114365 13.085269 9.8418878 10.5539982 NA 9.0510991 7.8619101 10.0931129 9.9719387 11.7799515 9.0732134 9.7007955 8.2269328 9.7367809 6.9704027 8.8497072 8.8663220 5.8147529 3.5984367 8.3595941 10.0869827 12.6537162 10.2473729 12.8376111 6.6901838 9.7469852 10.6473213 16.1109491 12.0472182 13.2571178 11.4682544 2.0959244 11.0883998 11.2816349 11.3454420 9.3743829 9.4216136 9.1062284 9.6883905 11.5183487 11.4762069 6.1403267 6.0501294 13.1258487 11.3941870 9.6070271 7.7277170 9.6852725 0.8329305 11.4088164 NA 12.6278022 11.6162067 11.0355126 11.0152934 10.1192258 6.9497625 8.1709671 8.9704025 9.3905542 4.9867022 12.7407203 2.2114172 13.9174085 12.8646691 8.9775573 9.5216809 9.9750060 6.3751576 NA 9.4208641 8.1052957 9.3343381 9.9724504 10.7707142 12.4644399 10.0306071 -0.4890381 10.7511660 7.9476825 8.8181718 11.6774479 10.1321070 3.2658569 10.4832327 6.8641180 8.6402540 9.7547399 4.8685238 11.1266006 11.3605715 NA 12.4019002 12.2738720 10.2299319 10.5457699 7.1974713 10.6518007 10.6896358 11.5084274 10.8646994 TCGA-B2-5633 56 0 NA 358 kidney stage i t1b n0 m0 16-10-2014 male 2010 214 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 1 2 3 2 3 1 3 3 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.144449e-06 3.468028e-07 7.04481812 8.97277076 7.09690697 9.63947240 10.28097348 6.49651508 5.31490675 11.27448561 11.31243142 9.02479006 10.20883802 10.54090857 10.39094105 8.33889858 NA 9.71807559 7.52721112 8.89840337 4.91155258 5.26113586 11.56352949 11.88957043 7.92602255 10.37327170 3.41678571 6.59397966 9.77433936 15.81447407 9.05538765 7.55354559 10.11343875 9.17167471 2.95735747 9.50328552 10.33565051 8.90718241 9.74362537 -1.04275399 8.24044409 10.28771238 11.05801798 1.95735747 NA 8.74851859 13.10583225 13.02663759 7.04481812 11.14625356 7.06588031 10.86912210 9.02881803 9.25082731 -1.04275399 NA 8.71724389 11.50280282 9.75420640 7.48091781 7.98802283 4.04482249 10.40081722 2.27929299 8.63331277 5.71224359 7.86424620 4.57206504 11.31628153 10.19336987 8.55168020 -0.04260539 2.12727008 10.14903182 6.11722750 5.99077792 9.33130841 5.40029883 12.53289491 4.18308946 11.16375960 8.79182677 9.61467414 7.39198419 8.52340984 8.33239511 11.51098496 10.68399956 2.95735747 11.12257676 10.04879105 11.42419690 8.79498373 7.54607027 NA 8.71057228 10.68976478 10.61690561 8.93606605 2.27929299 11.01973916 9.64466135 6.57206504 9.82231557 12.23522420 8.87621886 11.75602998 10.31820271 5.12507659 1.76472831 8.14964857 11.93874458 8.19814689 10.00924428 8.28153598 11.26569468 7.08147705 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 -0.499 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 10.775938 11.614004 11.293583 10.086639 10.353960 11.577575 6.288272 2.416786 7.671601 4.864246 12.873795 9.100573 7.650843 10.262129 8.441796 9.529108 11.337546 7.186175 10.896935 8.733789 8.381522 8.368062 9.334447 8.099462 7.353960 11.308295 13.001835 10.876219 10.599859 NA 8.888093 7.297206 10.270806 9.818443 11.507621 9.123519 9.863495 8.183768 9.746074 6.279284 8.007204 9.346449 5.349673 5.496513 8.965784 8.917357 12.818443 8.783904 11.348599 6.918111 10.758660 10.375735 15.972357 12.088730 13.204987 11.526499 1.542308 10.687826 10.927821 11.187076 9.615567 9.331308 8.659528 9.994903 11.158561 11.282928 5.738717 5.572065 13.676633 11.005161 9.611992 7.190975 9.322585 NA 11.436125 NA 12.593527 11.717649 11.136954 11.274486 10.208838 6.745259 7.893994 8.886614 9.039505 4.911553 13.415739 4.416786 13.421455 13.862602 8.666440 9.271429 9.782314 4.957357 -1.042754 9.426997 8.251977 9.616460 9.981803 11.067186 12.083092 10.598053 1.542308 9.772739 8.323678 8.937495 11.927462 10.191574 2.657800 10.026805 8.492631 9.867998 10.149032 5.899869 11.510985 11.430554 NA 12.530411 11.904445 10.060644 10.616906 7.879197 9.835407 10.847620 10.856958 11.274579 TCGA-B2-5635 74 0 NA 315 kidney stage i t1a nx m0 16-10-2014 male 2010 315 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 2 2 3 1 2 1 3 3 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1.352531e-06 4.855239e-07 7.9026929 8.6429986 5.0566052 9.1700996 9.8584293 4.4971780 7.3331732 10.9266766 11.0352452 7.9098409 10.8994048 10.5987162 10.3282909 9.2936448 NA 9.8608902 7.9169537 9.6038674 5.6300734 5.2789995 11.1144683 12.0678328 7.9817008 10.3949153 3.2492481 3.6184853 9.9583343 16.2042799 10.2808370 7.3153398 10.1425522 9.2530027 2.1237324 9.7350799 10.7809569 7.8931067 10.0113557 -0.3356992 5.9216767 10.3406860 10.2265306 1.9862289 3.1878469 7.1917650 12.7226181 12.1422993 7.9334145 10.2255761 8.9038867 10.1750522 8.8367157 9.0019100 -0.3356992 NA 8.1051574 10.9966044 8.7715053 7.5621333 9.5636449 3.7086839 10.2977374 4.6415691 8.4668045 -0.3356992 9.1298546 5.0218395 10.8404613 10.4776685 8.7290310 -0.3356992 2.4716557 9.6315143 8.7344092 6.3367136 8.8713025 5.9216767 12.6684208 1.7534334 11.6627022 9.5307943 9.9157705 9.5704271 6.9122151 8.4924245 10.8713024 10.6144794 1.9862289 11.1824494 10.1465918 11.5902134 9.2034469 8.2284378 NA 7.9098409 10.8405579 10.6454986 8.9216758 2.3647405 11.4798715 9.2063526 6.5034919 9.9163621 12.5110517 8.9450590 11.1443209 10.3612556 4.4191748 NA 7.3402454 11.4047013 8.7728127 9.7793318 7.5003384 11.0950020 7.3260663 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 -0.508 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 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 16-10-2014 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA NA 2 5 2 1 1 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 5.6197270 7.6306144 9.4364188 9.3402035 10.9432925 6.2119564 6.2826918 11.6988066 10.5657904 8.4129597 10.9065287 10.1821997 10.6407480 10.4499290 NA 9.7841758 7.8607338 9.2209903 6.4701496 6.4518491 11.9916016 11.6629604 7.6942729 10.3836566 1.7452373 3.6197299 9.6968653 15.8583568 9.2055990 7.4941948 9.9062488 8.9185174 6.0429376 10.0270581 10.6145936 9.2110499 9.9218455 -1.4246877 1.3826673 10.4765758 10.1270401 -1.4246877 2.1603071 9.8380140 13.1453654 10.3875091 7.4018804 10.7511932 7.9611944 11.0104812 9.3443432 9.2635821 1.1602748 NA 8.5045902 11.4414516 10.8731079 7.4761986 6.8927444 4.2128261 10.5112335 3.0347616 6.6251799 9.1640463 8.9361789 3.7452588 11.5402141 10.2160287 8.8722479 -0.4246877 5.8791127 10.4852249 3.0988911 8.5439985 9.5207756 6.3955101 12.2207651 3.9346392 11.5411161 9.3377138 9.4480066 9.1817369 8.9394664 9.0841169 11.5220554 11.2635821 4.2757744 10.9495562 10.1470844 11.4090126 9.6766511 7.2548123 -1.4246877 10.0520780 10.6785967 11.2290726 9.3509421 2.0347792 11.0596512 10.1173674 7.0057840 9.8532004 12.3681221 8.7326786 11.9048479 10.5461567 6.6712566 -1.4246877 8.3235245 12.0780393 8.3402035 10.2818278 9.3517648 11.5202269 7.5353337 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 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 16-10-2014 male 2010 NA NA 70 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 1 1 3 1 2 1 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 7.2581024 8.4824200 1.8385484 9.0064837 8.4650027 4.1604927 5.3495245 10.5410828 10.2066336 9.7309547 9.6536267 10.8780311 9.5038997 6.8204164 NA 10.2698524 6.9260267 8.5053205 6.7550398 5.8385636 11.3332193 11.5330957 7.3683851 10.3266851 3.3239897 0.5166203 11.3280104 16.0933266 11.4903330 7.5773314 9.5719181 9.2479546 0.5166203 9.5719181 10.4362439 8.4737378 9.3077985 NA 5.4708329 10.6689205 11.1216521 4.2170756 NA 7.8249746 12.8317852 11.5994500 7.1532602 10.1044132 9.1819717 10.6971664 8.3142973 9.2914226 NA NA 8.0712248 11.5497145 7.7015109 6.4591496 7.2781865 4.8302452 10.1559764 4.1015997 7.2377348 2.8385686 9.5947865 3.7645585 10.9632021 11.1872919 7.3110517 NA 1.1015828 8.7138525 9.9523059 4.3746153 9.1015981 4.6865622 12.5912789 1.8385484 12.0587002 9.1109603 9.4235263 7.1015986 8.2308812 7.4766377 10.6549074 8.6251601 1.5166203 11.4780853 9.8905884 11.3923850 10.4429317 5.8385636 NA 7.2239949 10.7422528 9.4340077 8.6251601 2.6865678 10.7120079 9.8158322 6.0084891 10.0528829 11.7460553 9.3175356 10.4451540 9.8840504 4.4235244 NA 6.9344882 11.1414311 7.0712242 9.3823690 10.0104910 9.5124027 6.7740240 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 0.548 -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 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 16-10-2014 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 3 3 3 1 3 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6.589254e-07 8.0285874 9.0732255 5.8846223 9.2743921 9.2145423 5.0525681 5.7831764 11.1718493 10.7864567 8.8416876 10.2268882 10.8918391 10.3835814 8.0604711 NA 9.7071627 7.4243544 8.4651243 7.6135501 5.6322333 11.4595303 12.4298958 7.7493425 10.6367918 1.5447821 2.2452218 8.9034228 15.6283339 10.4050825 7.4426168 9.8179842 9.1539502 3.7542248 9.7109345 10.8138981 9.4182155 9.6970563 -0.4552179 2.9370807 10.4201369 11.0560299 6.0042025 2.7926888 8.5206195 13.3507671 10.1165241 7.2207285 10.4043062 8.9100002 10.5650569 9.1353584 9.5105557 -1.4552179 NA 8.4975126 12.0920275 8.5191861 7.0525659 9.1165241 4.5671377 10.4293236 3.0683269 7.2417391 0.1297446 9.3513211 4.9877165 11.2822301 10.6095142 8.4989676 1.5447821 5.1886264 9.7885405 11.6965808 5.6637118 9.3334897 4.8846223 12.5726774 2.1309309 11.1786748 9.1940277 9.1922299 8.0545463 8.6995895 8.1976163 10.8697958 10.3277696 2.2452218 11.2996589 9.9825235 11.5740586 9.3472878 7.2624482 -1.4552179 7.9877148 10.6084834 10.3432432 8.7590906 2.4516727 11.6257555 10.0118369 6.5559986 9.9039719 11.5193653 9.0693131 10.7560514 10.2043215 7.1782754 NA 8.0366248 11.0935933 7.6945188 10.0245517 7.8890671 10.4312301 6.9499131 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 -0.221 -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 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 16-10-2014 male 2012 NA yes NA kidney clear cell renal carcinoma yes 46 1966 black or african american not hispanic or latino 274.19.0 NA NA 1 1 NA NA 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 7.6198700 6.6916067 -0.3744489 9.5775300 10.8310047 6.7129795 8.4344810 11.3089502 11.3198748 9.4662949 10.3444778 10.2249649 11.1105915 9.0124572 NA 9.9880088 7.5173009 10.7360002 5.6027954 6.3534380 11.7033340 10.7006617 8.4456957 10.1564937 0.9474791 1.9474417 9.2693731 15.1594093 9.6848613 7.9224334 10.2539624 10.5070132 0.9474791 9.7209139 10.8144148 9.0359683 9.9901987 -1.3744489 4.6478843 10.3508832 10.4304545 3.1490805 0.2105136 9.3198749 12.5114992 11.7418609 8.4662947 9.8597356 8.2979420 11.0839235 9.4912502 8.8519292 4.8349690 NA 8.6916060 10.7973192 9.7476977 8.1273542 8.0005561 3.5324042 10.2498555 7.3294205 8.6283318 3.0849487 8.3737095 3.6699112 11.1441700 9.1510376 10.2698239 NA 3.6255160 10.0946499 12.5674815 6.2979416 9.1539710 6.1173709 12.0094911 3.0450585 10.8313102 9.5376577 9.1695154 11.4332743 8.9553131 9.1791462 11.0357032 9.7156293 4.9292987 11.3250894 10.0869963 12.0966840 9.4117866 7.1253628 NA 9.6297373 10.6026286 10.7009961 8.3720314 1.9474417 10.8993125 9.7112283 6.1490784 10.3728707 11.8274876 8.0349079 11.6461496 9.8440801 3.6255160 -1.3744489 7.9496972 11.7637887 8.4183072 10.1298394 9.0890413 11.5545903 7.6510438 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 -0.561 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 10.937833 11.017029 11.098969 10.188713 10.438897 10.787279 4.406877 2.532417 7.353233 4.353436 12.627189 8.245773 5.854335 9.139027 8.755972 9.710325 12.467671 7.511213 10.898730 8.819042 8.699659 8.405778 8.985069 7.787908 6.495882 10.304997 13.307195 10.3367537 10.3924599 0.6255511 9.1253628 7.3903882 10.1223707 10.0359682 11.0751814 9.5898578 9.4191202 7.3014742 9.6423252 7.3224843 8.1743390 9.1695154 5.5324074 4.6478843 10.0199796 9.2048328 12.8771472 9.7502844 12.2319221 7.8040323 9.0444236 9.9355616 15.9399143 11.7736757 13.0605360 11.1736163 3.0178328 10.7860186 9.4231783 10.8468019 9.5180596 9.1539710 9.6255169 9.9383999 10.6828318 11.7369770 2.9474417 6.4328726 13.5911614 10.5573624 9.0092212 6.2837292 9.0253290 NA 11.5269495 NA 12.3508831 11.8452708 11.4456959 11.3089502 10.3444778 6.2179732 8.4599881 8.6956379 9.4093337 5.6027954 13.4207748 2.3259620 14.0070260 12.5069177 8.6929512 8.9532827 9.6616905 5.2254292 0.2105136 9.4174937 8.9687025 9.1991641 10.2576033 11.2358497 11.5460558 10.9310087 1.9474417 9.5384062 6.2621418 8.8202738 12.4884448 10.2057754 3.8734490 9.7866488 5.3534362 7.2029456 10.0946499 5.4834966 11.0357032 11.1532383 NA 12.6136690 12.0017780 10.1986907 10.7009961 7.2142317 10.5488443 10.6002899 11.7609985 10.6645627 TCGA-B4-5377 68 0 NA 291 kidney stage iv t3 n0 m1 16-10-2014 female 2010 NA NA 90 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 1 1 1 1 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.17913e-06 4.508437e-07 6.863423 7.512925 1.606016 9.503880 9.004778 4.707574 7.278460 11.000676 11.483702 9.644039 9.989379 11.133349 10.431524 7.960651 NA 9.667181 7.235391 9.850002 6.306474 6.097889 11.421551 11.230678 7.911336 10.412907 NA 6.805706 11.385480 16.397452 11.008692 7.026697 10.444451 9.218289 3.342996 9.798328 10.623075 8.571819 9.713252 -1.978805 4.396112 10.341591 10.608850 2.721504 NA 6.942913 12.628692 12.936485 7.738749 10.044480 9.266031 11.650770 9.776377 9.490205 NA NA 8.567002 11.555983 8.510920 8.014010 9.697911 4.065469 9.973449 5.860275 8.927211 3.065469 8.698792 3.480498 11.147454 10.061019 8.091193 NA 2.108524 9.301843 13.528526 6.048977 9.215213 4.939936 11.906387 3.107269 11.553793 9.939526 9.332820 11.812846 2.108524 7.579493 11.039794 8.681068 2.343010 11.860079 10.039620 11.912476 10.030201 7.035093 -1.978805 8.401533 10.700638 10.127308 9.298941 1.721504 10.701652 9.280456 5.344623 10.224420 11.968435 8.967248 10.201914 9.741316 4.228380 -1.978805 7.995487 12.471704 7.538741 9.907150 7.655883 9.697911 6.215830 9.081768 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 -0.686 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 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 16-10-2014 male 2010 NA NA 90 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 2 2 5 2 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 5.3567319 7.0991100 -0.1135669 9.4216860 10.3252024 4.5493735 7.8171480 11.4313751 10.6080795 7.9489068 10.9385258 10.2798010 11.7493062 10.1347336 NA 10.1140265 7.9032191 10.2947403 5.7526603 5.4511946 11.4652550 10.2545533 7.8713040 10.4259411 -0.6985294 0.8864331 9.6959108 15.6035961 9.9587666 8.1840913 10.5041842 12.1163309 3.1088088 9.8741484 10.4632098 9.7588290 9.8245200 0.3014706 -0.6985294 10.3678737 10.3217337 NA NA 10.2483544 12.5867058 10.6523873 8.0496411 9.8807640 7.5084627 11.0255356 9.2329243 9.2556445 -1.6985294 NA 8.2158334 11.2790858 11.4254078 7.5157668 7.4763736 3.7277136 10.0575874 0.8864331 6.1531973 3.7608809 8.4912727 2.6233753 11.3708979 9.5874282 8.7464629 -1.6985294 1.4713956 10.2589129 10.1457616 10.6819092 9.4300870 7.8521949 12.1291878 3.4520023 11.3484016 8.9879487 9.3112767 8.3553740 9.1485056 9.3928834 12.2226382 11.3565611 5.6501758 10.9473316 10.1128229 12.1367090 9.6306839 8.0663196 NA 10.2384541 10.4818111 10.9870730 9.2402926 2.6233753 10.7865227 10.3490185 6.3746257 10.1426193 11.8986860 8.8171480 12.3920568 10.0864919 3.3458363 NA 7.8995007 11.8864106 8.2483546 9.7634391 8.5446222 11.5816389 7.6980531 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 10.459111 11.515767 6.609787 10.643801 10.522129 7.641298 4.549373 2.001874 7.415190 2.945308 12.942935 8.349989 7.243962 6.303644 8.689121 9.113625 11.747498 7.168727 10.835508 9.602373 8.850270 8.629282 9.111988 9.253461 7.966784 10.700993 14.044126 10.3448172 10.4229816 -0.1135669 9.4594265 7.8210845 10.2512748 10.0584214 11.6558352 9.8976378 9.7827431 8.3981631 9.8264795 6.2380856 6.2498151 8.7536894 9.0901664 5.1594274 8.8854710 8.9587667 14.6451370 9.3224280 12.1163309 7.6124469 12.3271068 10.6843423 15.4252765 12.2133082 13.2944749 11.1687268 2.5493735 10.7560045 11.4749691 10.6859620 9.5517465 9.4300870 9.3182565 10.1031565 9.3258952 11.7175833 2.8250122 5.5493765 14.0962658 10.8030366 9.8713037 5.8012932 9.6052289 0.3014706 11.9127035 NA 12.5092251 11.8553833 11.4534160 11.4313751 10.9385258 6.3348704 8.9425966 8.8210845 9.4448312 5.7526603 13.4701089 2.3889059 13.9325115 12.6248548 8.6177297 7.0982985 9.7827431 2.0018743 0.3014706 9.3882479 7.9453045 9.3915605 10.3098767 11.0469123 10.1019436 11.6443561 1.3014706 11.1592348 9.0844462 9.3140727 12.2387300 10.8847660 2.2083300 10.0001527 4.0563321 7.1962657 10.2589129 6.6501758 12.2226382 11.0968790 NA 13.2335706 12.1816056 10.0778812 10.9870730 7.7360765 10.4467435 10.1706563 9.5310360 11.3694084 TCGA-B4-5832 65 0 NA 7 kidney stage iii t3b n0 m0 16-10-2014 male 2010 NA NA 80 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA 3 3 3 3 3 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2.0982511 9.4962792 3.0982511 9.7730289 7.1643378 5.1857120 2.6832024 9.6191942 11.6956800 7.9727173 6.9808913 10.1607440 11.3242589 6.9226760 NA 7.8664326 5.2681724 9.6033981 6.1426422 -0.4868125 10.5854182 9.3318678 9.5175060 6.7031104 1.0982174 5.5132854 11.0514745 12.9537655 11.7774350 8.4351264 12.5318336 8.0011255 5.8352142 6.0051395 6.8620137 11.0161174 6.2547528 NA 3.4201725 7.9686127 8.7421043 NA NA 8.9520775 10.5515188 8.6981608 4.8708381 12.2509555 10.5874271 8.8124937 9.7227391 9.6541154 4.4674817 2.3206291 6.3206399 11.0926016 10.7202999 3.3206435 3.6007455 2.6832024 8.5439528 NA 7.5685680 5.0051395 5.7227392 3.6832136 12.1415033 8.4291648 6.2137244 NA 6.8883256 10.3125673 7.0601804 0.5132886 9.7706735 3.0982511 10.1335055 7.1835173 8.5161007 10.0669149 7.0755284 6.9562286 8.4645703 7.9437379 12.9900318 7.6630329 0.5132886 12.6910166 6.2137244 11.8442025 11.9026481 4.2137283 NA 8.8419605 7.1992257 10.1261541 8.1169121 NA 8.0289857 6.0108984 3.2137205 12.0063905 9.8785145 10.9247966 13.1417312 8.6322268 4.3206435 3.9056012 7.3774717 12.0331675 10.0640324 7.6218101 7.7469053 10.0151229 9.3556359 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 0.216 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 8.374373 11.577018 6.557680 8.997101 10.077435 10.473288 6.021080 1.513289 4.420179 5.870838 13.927641 8.635700 15.852492 12.909628 8.993632 9.568568 10.001126 4.798688 11.476904 9.489134 8.725174 9.471838 7.989019 6.989019 8.131671 8.956229 12.734571 10.7612131 10.3198352 NA 7.1279954 6.7324537 12.3558324 10.9773208 12.4734686 10.6020739 8.2681733 7.2343844 9.3728205 6.3836507 7.8079061 5.7031090 5.4674817 5.3959299 9.2223694 9.1169121 13.8538312 8.9541547 14.1119779 7.6732073 8.1206158 9.3302693 14.6205844 11.7327567 13.3831686 10.2806425 -0.4868125 6.8620137 10.3936345 10.2888959 11.0897700 9.7706735 10.5083460 8.2343849 12.3634725 12.9586885 2.8352167 2.0982511 10.6101787 11.1544342 9.4261750 4.4201792 8.4081034 1.8351965 12.9371894 NA 12.5461923 11.5507159 12.4037399 9.6191942 6.9808913 7.1499107 7.2412062 9.5617725 8.6033979 6.1426422 12.9927918 4.3712661 12.4194246 13.7154095 10.4631123 8.3775958 9.4513949 4.2681724 NA 10.6938164 5.6007485 9.7835809 10.5319866 13.6176387 10.8187774 10.8686367 NA 11.8609070 9.5980940 8.4877002 11.1521740 8.9290273 4.2681724 9.4718384 8.9808913 6.7324537 10.3125673 0.5132886 12.9900318 13.0605417 NA 12.1819491 12.2006613 9.3681539 10.1261541 7.4557998 12.2849814 10.7190789 5.8689016 10.0755090 TCGA-B4-5834 59 0 NA 38 kidney stage i t1 n0 m0 16-10-2014 male 2010 NA NA 90 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA 1 1 5 2 2 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 6.0108045 7.2645618 5.5771508 9.2247506 10.8766573 4.8953269 6.7112443 10.9900654 10.3908498 8.4215010 10.2862134 10.5097310 11.0136201 10.0937729 -1.6896599 9.7733788 7.0450749 9.0627461 5.7449926 6.2528792 11.7561562 10.7903982 7.9065551 10.3997529 -0.1046974 5.5295336 10.1345286 15.8936539 9.8250795 7.9685769 10.3968334 8.6491017 2.6322915 9.4702367 10.3808217 8.8270502 9.6084280 -1.6896599 2.6322915 10.3516823 10.5134074 3.9935023 NA 8.1273490 12.5576254 11.8600297 7.6875758 9.9977411 6.6635126 10.7949366 9.1753252 9.0467674 NA 0.6322682 8.3858447 10.8500089 9.3004693 6.9827906 7.1558555 3.8723067 10.0958179 4.4188916 8.1225428 3.3978303 8.5403857 2.7697929 11.0572995 9.0810293 9.0966350 NA 3.0652449 9.9296684 8.5198186 6.1807307 9.3533925 5.0917252 12.6499371 2.0207689 11.4452729 9.3971651 8.8601499 9.7605456 9.2550774 9.4370698 11.6120045 10.3047188 4.0108067 11.8112073 10.1051874 12.1372117 9.4247584 6.7069698 NA 9.8485542 10.6289703 10.4896525 8.2307184 3.7697929 10.6246653 9.1289476 6.4852916 10.2707294 11.5334621 8.9000166 12.1317407 10.1096469 5.1493163 NA 7.6003842 11.8796276 8.5582929 9.8957975 10.1108609 10.9429062 7.1683462 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 0.531 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 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 16-10-2014 female 2010 NA NA 100 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA 3 2 3 1 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 6.3974179 8.0216291 -1.7216583 10.2283042 6.6316238 2.9789095 5.9649785 10.1584436 9.7768281 7.9114729 9.8272994 11.8977805 9.4377182 6.0986575 NA 8.7379091 8.4988560 10.0671958 7.4205843 4.1853671 11.4847288 10.9568575 9.1618844 10.7347266 2.2784903 -0.1365372 8.2032902 14.9974785 11.6781560 8.2557575 9.9531111 7.4077606 3.2784755 9.0753283 9.9836778 10.3622892 9.2862057 NA 1.4484253 10.8779255 11.0801858 -1.7216583 NA 7.7902299 13.1396129 11.6151235 8.3105233 9.8272994 9.6082739 11.6964618 9.8025295 9.3915684 3.9223311 -0.1365372 10.2525336 10.5302557 9.0785685 6.8098594 3.4077606 4.4683031 9.6915766 1.9789278 2.3659444 1.9789278 9.9662906 3.7047392 11.6750823 9.2791818 6.5072967 NA 3.5264069 8.6183275 8.1656979 3.7379139 8.7471017 3.0858325 12.1863070 3.1108643 12.1794386 9.0063979 9.5012723 8.8020394 8.6589387 4.6360271 10.4833543 7.4558968 4.3870040 10.9169134 10.4854918 11.6172139 11.4917336 6.4927970 NA 6.9005287 10.7724555 9.0890492 8.3187674 5.7379084 10.7934381 8.3751928 7.0986564 9.2564729 9.2261145 9.6144261 8.0906550 9.3269644 4.0063968 NA 5.9579587 11.7617895 8.5638796 10.0712678 4.0858325 8.5580881 6.4785917 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 -0.164 -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 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 16-10-2014 female 2010 NA NA 90 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA 1 1 1 3 2 2 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 6.213654454 7.912600768 7.331618341 9.350864283 10.029303932 4.602581589 6.572625958 10.825324855 11.159269353 9.685967822 9.909608866 10.668078693 10.313621807 9.357467112 NA 9.962058479 6.783442248 9.256675985 6.707375699 6.160948416 11.191037555 11.580329994 7.836921391 9.902161483 -0.002310161 -1.587272661 11.531209497 16.489471489 10.387886468 7.378539367 10.370219872 8.195753102 5.378539367 9.242477703 10.102752994 8.563771710 9.389319214 -1.587272661 6.258245661 10.615797068 10.379620962 0.412727339 3.412754432 8.350864504 12.478339477 11.360026709 7.892535531 10.110591361 9.324895865 11.423982318 9.743671983 9.118387501 -0.587272661 NA 8.602579733 11.017539894 10.268791453 7.258244719 7.130431563 3.319646834 10.243270279 4.140672331 8.132143928 1.734698783 9.128716906 4.412754432 11.202899890 9.552945700 8.458514888 3.770311063 5.270734493 9.584557249 9.698735222 5.140676420 9.251171115 4.295399778 12.974520296 3.400988701 10.896822655 8.993013654 8.566307154 12.158534396 6.407107975 8.180939503 11.372756963 9.381421820 3.270738230 11.282541623 9.691204545 11.379981314 9.675437181 5.813634991 -1.587272661 8.905609635 10.689251716 10.313244491 8.917574072 3.542035127 10.954335701 9.099097915 5.307574245 10.212846043 12.231736564 9.093114600 11.384298580 10.006146099 5.725637558 2.997725964 7.636756559 11.979403723 8.556138149 9.360391933 8.021933829 10.852326238 7.264504529 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 -0.380 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 10.3658601 11.8404607 12.4574053 10.2059519 10.0834112 11.1701450 2.5826764 0.7346554 6.9596496 4.0566095 12.8301461 8.8710899 10.3241470 9.0085905 8.5666489 8.8608713 11.0992556 7.1743065 10.7447915 8.2784885 8.0727511 8.7833116 9.4432635 7.9026030 7.3136223 11.4046312 13.2110243 10.245249518 10.378539367 1.582700506 9.152535581 7.600106924 10.371670153 10.268791453 11.915835395 9.640370941 9.369131203 7.534288874 10.027924790 6.542038223 7.542038223 9.177626584 4.951914117 5.698157346 9.279261181 9.687715451 13.133319953 8.874234456 13.190626758 7.455426685 9.757605689 10.877045505 16.104430413 11.646824005 12.664163473 10.679541589 0.997689839 10.307951567 10.052999980 10.817630532 9.324895865 9.251171115 9.418379509 10.029763307 10.854143036 11.699600084 2.734677108 5.194114638 13.496073138 11.554063909 9.926482658 7.295397941 10.150002363 -0.002310161 11.405870340 NA 12.475728720 11.551805912 11.074087796 10.8253249 9.9096089 6.3727571 7.7725046 8.9026030 8.9046081 6.7073757 13.1384248 1.7346988 14.2251329 13.0931695 8.3900348 8.8292042 10.1533791 3.8390223 NA 9.0237799 7.5650396 9.4666810 9.9668402 11.4229334 11.5734143 10.9078606 -0.5872727 9.5567760 7.8432075 9.1809393 11.3139991 9.8189600 2.5826764 10.1875421 5.0421102 8.5277987 9.5845572 5.0992573 11.3727570 11.8035957 NA 12.5739657 12.6660855 10.4727754 10.3132445 7.6319235 11.1464059 10.7021976 10.8716127 11.1264788 TCGA-B4-5838 52 0 NA 166 kidney stage iii t3 n1 m0 16-10-2014 male 2010 NA NA 80 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA 2 3 2 3 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 4.4601659 7.0451295 1.5950739 9.8003666 8.6488289 5.1096698 5.4742413 10.3413713 10.5220282 9.1896882 10.1616946 11.2860925 10.2492214 7.7621568 NA 9.7324541 7.7961707 8.4847093 4.9971975 4.8752050 10.9024604 10.3365639 8.6596470 9.9620434 -1.2122332 1.7877250 9.5821578 15.9112471 11.4555188 7.6174645 11.1690145 9.4343007 6.0731433 9.2306855 9.9959763 8.9824988 9.4707365 NA 3.5950978 10.7567686 10.5674613 1.1096949 -1.2122332 7.5122561 12.4889401 13.1255729 7.3461627 9.3969207 8.3442480 10.4698587 8.7535263 8.2410126 1.1096949 0.3727293 8.8430244 11.5329961 9.7043680 7.3499844 6.5691022 3.3727014 10.1875539 5.4742413 6.8375901 4.9971975 8.9131554 3.3112997 11.5699211 11.0548212 7.4459534 -1.2122332 5.0731433 9.8101098 5.5019868 4.9775684 8.9898659 4.3727014 12.5715587 5.7561773 11.0918080 9.2965272 8.4334006 11.5643806 6.6946323 7.8321362 11.0047909 8.8403100 2.5950978 11.9875677 9.3413712 11.7630526 10.1676618 5.4881808 NA 8.9272932 10.2875280 10.1231323 9.3708247 2.3727014 10.7481059 8.6031252 5.6457218 10.0869500 11.3876548 9.0237560 10.9898658 10.4093360 5.4450976 NA 6.8645576 11.9287314 7.6332321 8.9688943 8.4352002 10.4315981 7.4881816 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 0.152 -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 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 16-10-2014 male 2010 NA NA 90 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA 3 1 1 1 2 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 4.0044475 7.6934584 NA 9.9651905 9.4298500 3.8889672 6.7133975 10.9036092 10.7955253 9.1135065 9.8983308 11.0018426 10.3119678 8.5408177 -0.2810357 9.7911762 7.9260581 9.3143011 5.4469642 4.9284982 11.1612097 10.0600064 8.4971209 9.7595595 2.8065097 3.3039999 9.9107198 15.7657414 9.6334288 8.3520390 10.1054451 9.4905332 5.1619884 9.2803316 10.0084863 8.7985285 9.4663975 NA 7.8738618 10.3803764 11.1215228 2.0409625 4.1113652 7.8011929 12.3665021 12.2703915 7.7302711 9.8288743 8.4037922 10.5863225 9.0809875 9.1515856 NA -0.2810357 8.5723531 11.1038274 9.7858055 6.9669714 7.7579626 4.3402133 9.9817258 3.9284935 8.5739122 3.3629047 8.5832299 3.5770300 11.2676248 10.1640585 7.7302711 NA 3.8065097 9.6349230 11.2335112 4.4469642 9.1135065 5.1784756 12.5409173 4.2372654 11.0423800 9.6549453 8.6732402 9.7545301 9.4954767 8.2907962 11.5245860 8.3319121 2.8065097 11.6106376 9.7211554 11.9167211 10.2043699 6.2659375 NA 9.0398441 10.4732255 10.1820571 7.7716116 1.3039853 10.4160112 8.7302711 5.2426063 10.4422780 11.6571530 8.9297150 11.8989528 9.8656123 4.2736352 -1.2810357 7.1241854 12.2919807 8.3556682 9.4822560 8.1907190 10.9122610 7.0454736 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 -0.767 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 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 16-10-2014 female 2010 NA NA 80 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA 1 1 1 3 2 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 5.3477365 7.0357932 6.5294883 9.5235872 10.7179404 5.8502369 6.6696660 11.0706082 10.7802020 9.6856070 10.1612811 10.3819759 10.0337191 9.8204659 NA 9.9096971 7.0064776 9.1464791 6.4508302 7.2185584 11.5202575 10.1895055 7.9057330 10.0243475 -1.4069809 2.7627740 11.9358967 16.3187486 9.6622997 7.0191148 10.0212100 9.1974030 4.2652719 9.5154343 10.1006445 8.6935120 9.5117131 -0.4071722 5.2075610 10.4993647 10.4074323 4.8782545 NA 8.4997403 12.5904704 11.8204658 7.6882468 9.6467758 9.0243474 11.3803444 9.6895651 8.8549447 NA NA 8.4693667 10.7764853 10.1188600 7.3905112 6.1085495 2.9147750 10.1631799 6.1320092 7.8525932 4.4997375 8.5235870 2.9851725 11.0979170 9.4731986 8.9743928 -1.4069809 -1.4069809 9.8943461 11.6511799 5.9851680 9.2652751 4.9326990 12.7384636 3.2169515 10.9706027 9.6317689 8.4616726 12.5704876 8.6262730 8.7013744 11.1237438 10.4296892 2.8407855 11.5688769 9.9470992 11.5171057 10.0887049 6.7677753 -1.4069809 9.2984824 10.5880411 10.5061133 7.7876068 1.5928278 10.8889057 9.0675699 5.6481318 10.3406232 12.0369589 8.7285593 11.8089894 9.9096971 2.5928517 NA 7.4320533 12.6339101 8.5672644 9.8966306 9.1426345 10.9340907 7.4162174 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 -0.583 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 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 16-10-2014 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.48.0 2 4 3 NA 3 3 3 3 3 1 NA NA 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.011456e-06 8.323268e-07 8.94632206 8.01988702 -1.01071564 8.94487016 9.82999809 5.01158956 8.59099080 10.57980722 11.23655432 7.30210333 9.96363480 10.51620834 12.47379135 7.95500469 NA 10.18950572 7.47706042 11.35881749 5.38153603 6.55907571 10.80260053 11.32488962 7.80939901 10.58580599 -0.01071564 1.98921169 8.84096922 14.16270212 5.82211062 7.74410794 11.36425960 7.89611076 0.98921169 9.81258743 10.52789412 8.69485269 10.29755920 0.98921169 1.79655623 10.46849514 10.50146681 0.57414996 NA 7.52837909 11.93977607 10.38528974 9.53804204 8.95644644 9.12492956 11.79375456 9.73657393 8.20838850 2.15914476 1.31115432 8.83627763 9.95860665 7.60760551 8.36859856 9.72900071 3.74624826 9.53611470 3.94341503 7.79657504 0.57414996 9.54859730 4.41548827 11.06703726 9.24070262 9.75657700 NA 3.57418630 9.73321298 2.57417419 8.95788704 8.68096355 9.18151307 11.29755920 2.54502932 11.37103344 10.96828800 10.14719856 12.63813943 8.61492918 6.83470995 10.85572634 8.40284793 3.07667880 11.01539777 10.16476969 12.18965903 10.26999099 9.17037252 1.79655623 9.21442768 10.72619278 10.26184999 8.37938920 3.98922077 11.35198592 9.10556416 8.00881068 9.47806458 10.52886371 9.19867364 9.48007100 10.78119699 2.31115432 -0.01071564 7.32013714 11.40944360 8.36425944 9.56002458 6.77712247 11.82290092 7.36451991 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 -0.105 -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 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 16-10-2014 female 2009 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA 1 1 4 2 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 3.468028e-07 5.3416514 8.4565458 NA 9.6321080 7.7054879 3.9812499 4.6297763 9.9915706 12.3634350 7.5300200 7.9690135 10.9699351 10.2671524 7.4687641 -1.2283679 8.5999333 5.9113488 10.5486412 5.3717087 3.4722408 10.6980930 8.7476449 9.8196026 7.9727202 -1.2283679 1.0936954 9.5408082 14.0852469 10.6475463 9.4156533 11.8115729 8.9240818 1.9417073 6.9010805 8.2795915 9.4011537 7.5629598 -1.2283679 6.6172867 8.4808807 9.0548854 5.8378852 NA 7.3865066 11.2948688 10.6394618 5.8803206 10.2601393 9.6597792 9.7025343 10.5702688 9.5751209 -0.2281989 NA 7.3454443 11.8899270 8.6483141 5.0571990 5.2795902 4.0197286 8.9554323 3.2312327 9.4574219 NA 6.6786875 3.9417261 11.9789639 7.6390758 6.5465843 NA -1.2283679 10.6145402 13.1326441 3.4156505 10.0473395 4.1641105 10.2631491 1.8575431 9.6007267 10.4161040 7.3031789 8.8405753 9.8907381 7.5031157 12.2293061 7.6816903 -0.2281989 12.4520466 7.6816903 12.4833564 11.0435518 3.8592639 -1.2283679 8.3993309 8.0685295 10.4380210 7.6936382 0.3567073 8.4808807 7.9613744 3.9812499 11.8959183 11.6392688 9.5613307 11.8830957 8.7675641 4.7941663 NA 8.2043388 11.0371190 8.3492259 9.1183107 7.7604818 9.8291119 9.2992740 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 -0.746 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 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 16-10-2014 female 2009 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.48.0 3 7 1 NA NA NA 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 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1.005728e-06 2.080817e-07 8.6467952 8.5170119 NA 9.4800365 9.8883166 5.4015349 8.8928251 11.2375295 11.8861984 9.2647426 10.2969902 10.6262979 10.6702919 8.8883165 NA 9.8661340 7.4934568 10.8165720 7.0157273 6.5052828 11.6140629 11.7982144 7.8424402 10.3556533 0.1535460 2.0280740 9.3912152 15.7479024 10.0754479 7.1870303 10.0214005 10.0255122 4.5686463 10.0105512 10.6836881 8.7259913 10.1680924 NA 2.6561073 10.3075812 10.4792873 1.1536108 NA 6.7485538 12.7545265 11.2993269 8.5082238 9.7799245 9.0301239 11.7166443 9.9006810 9.2410698 -1.4312869 -1.4312869 8.8272106 11.1005133 9.1078032 8.1366005 8.5559085 4.5686463 10.4470787 4.9949100 9.0784196 3.2690780 8.6048182 4.1833515 11.0870518 10.0193403 9.9146041 NA 1.1536108 9.7541394 11.7180741 6.2897441 9.0614992 6.2690837 11.6295093 4.2217070 10.8398157 9.8956357 9.6908254 10.2007309 2.9609565 8.0564844 11.3888235 5.7584684 3.5228467 11.4796619 10.2161029 12.0486773 9.8040603 5.8815276 0.8905634 8.7297764 10.7417032 10.5137225 9.3654953 3.3759986 11.2326473 9.7483856 5.6561073 10.0926964 12.0143060 8.5840594 10.6797801 10.0048355 3.2573878 NA 8.1498452 12.1826641 9.0714763 10.2446016 7.6293406 10.8543357 7.5487842 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 -0.467 -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 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 838 kidney stage iii t3a n0 m0 16-10-2014 female 2009 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 50.48.0 1 5 2 NA NA NA 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1.560613e-06 4.161634e-07 5.1585956 7.2969520 -1.1081142 8.5712904 9.0042497 3.8918080 7.2798278 9.9362042 10.5014506 8.7820743 9.8218083 10.9602526 10.3373424 7.6129090 NA 10.3471373 6.8343244 9.8804948 6.4767721 5.7744524 10.7594750 10.3731051 7.5887776 10.4244534 -0.1081142 NA 8.8460065 16.8471989 11.3871655 7.9334694 10.0902552 9.4202643 5.8804945 9.6829730 10.1230313 6.5712900 9.6608215 0.4767446 1.4767964 10.7111909 10.9467535 3.5356673 NA 6.4917232 11.4942770 13.1037744 8.0313616 7.8861636 7.8136510 11.0766855 9.5055996 7.5852968 NA NA 8.8460065 10.3886639 7.8776522 7.3756260 9.4842673 3.8427476 9.0516815 4.3836628 7.4917232 0.4767446 9.7373002 2.7986934 10.1480188 9.4550064 7.3996044 -1.1081142 NA 8.0236673 10.7270710 5.5783108 8.5193441 3.9362045 12.2556711 3.1004899 12.0715637 9.5509141 8.9252331 10.4119377 2.9792754 6.9086184 11.0271988 7.2537539 2.0617416 11.7412152 9.7683271 12.2567655 10.1480188 5.4616661 1.2137516 8.0339174 10.7533352 9.2272005 6.8284475 0.4767446 10.2910880 8.0080762 5.9030383 10.3196467 10.6362236 9.3212169 10.5500216 9.8210686 2.4767705 NA 5.8690892 11.0645501 7.3138753 9.1061292 6.2841273 9.7199466 7.7023819 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 -0.883 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 16-10-2014 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA 1 3 1 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 4 0 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8.2487639 NA 10.1007699 2.8225058 10.0446438 10.5701758 9.1935219 1.7070388 1.9294123 8.6179144 12.6877566 6.4074615 8.1079012 4.3315118 12.6304733 3.8564977 11.8736035 9.6199113 9.2756115 9.7650137 9.3460611 8.0849556 10.2982326 8.9326311 3.4439911 11.0509479 10.3369857 11.8986981 9.8474257 7.9985763 0.7069946 8.7677180 11.1494057 9.5314505 6.3604644 1.4439779 10.6708814 7.4439878 6.9229590 10.3137356 11.7616263 9.3375925 11.1827554 9.8685738 3.2919866 NA 5.5483256 11.0050846 8.1719078 9.4518559 7.7731108 10.7177832 7.3217315 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 11.225347 11.387381 9.577387 10.490020 9.284451 11.205206 2.822506 1.122076 8.049838 1.929412 12.162520 9.120551 9.514377 9.873721 7.606399 8.740445 11.034949 7.665091 10.246181 10.891897 8.319276 8.162185 9.938051 7.815547 7.076256 11.664608 12.990207 9.6583066 10.0468720 0.1220763 8.5712081 6.0289492 9.7650137 11.1471990 11.1096788 9.4039894 9.1064779 6.9358404 9.1206500 5.3888473 5.7802707 9.2781425 6.1220597 3.9800436 10.3186617 9.2539165 13.0794336 9.5197341 12.5531653 7.4542302 8.5670742 10.6665410 15.4232520 10.3309034 13.4468729 10.0601687 0.7069946 11.5519892 8.9985763 9.7632081 8.2384033 8.1079012 8.7731112 10.1499654 9.6357870 11.3094116 3.1220597 6.1988752 14.2523135 10.6343061 8.4840032 8.0047025 9.5356873 NA 11.1440805 -0.8780563 12.4142373 11.0525344 10.3841543 10.2926105 10.2506982 4.4439845 5.9924240 9.4807106 8.9596873 7.5229393 12.3829584 3.5143748 14.2051648 11.6696771 8.2590507 9.7968785 10.1007699 8.0409226 0.7069946 9.5218715 8.9769278 8.6357870 9.6199113 12.1608070 10.1671365 10.6857324 1.1220763 10.0513179 8.1499655 8.6475804 10.9342368 9.2743444 0.1220763 9.6900156 10.0586975 7.9001368 8.6179144 3.9800436 10.2982326 11.3800365 NA 12.7796012 12.6157899 10.8315741 9.5314505 7.7367692 11.0293257 9.7201120 12.4935054 9.9520755 TCGA-B8-4154 73 0 NA 750 kidney stage i t1a n0 m0 16-10-2014 female 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.48.0 1 5 1 NA NA NA 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 1.317851e-06 3.814831e-07 7.345654 7.556999 NA 8.643571 9.074895 4.703549 7.939924 9.664076 10.735300 8.693952 9.737304 11.121911 9.845267 8.671777 NA 9.961221 6.741302 10.259995 7.700812 6.868607 10.107786 10.658096 6.994544 9.776147 1.659148 1.981085 9.352640 16.278520 10.750919 8.438872 10.120121 8.635001 4.016701 9.113452 9.003449 7.601668 9.632850 NA 2.566036 10.309307 10.780686 3.566048 -1.340806 6.647838 11.248102 12.379718 7.572042 8.168928 8.829078 10.420289 9.746616 8.802536 NA NA 8.007881 10.198796 9.127777 7.186630 8.540267 4.051468 8.970901 5.953773 8.142969 2.746614 9.653506 4.085416 10.085942 9.158999 8.072781 NA NA 8.652091 15.410945 6.498356 8.555485 4.613349 12.146616 4.159637 12.213742 10.219486 8.689820 10.173867 6.547896 7.586931 11.303009 6.883154 3.244111 11.981081 9.287599 12.419977 10.384093 6.273863 -1.340806 7.951475 10.441774 9.311102 7.155008 2.659148 9.559265 7.747305 6.295778 10.370390 10.812071 9.867387 11.581923 9.780039 2.829078 -1.340806 5.601667 10.576898 8.255343 8.864946 8.027659 9.868606 7.928280 11.170164 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 -0.65 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 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 16-10-2014 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.48.0 1 5 2 NA NA NA 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 3.626591 4.456668 NA 9.817150 8.936449 4.959167 6.796519 10.525000 10.697858 8.792059 11.647111 11.587454 10.525895 8.140833 -1.128156 11.186290 7.331138 10.045384 4.572144 3.959167 11.136149 9.308418 7.880135 10.315562 0.456701 0.871686 7.953855 13.083063 6.515563 8.843250 9.321887 6.698255 7.995828 9.626594 11.113988 10.060913 10.050994 -0.128314 0.456701 10.581652 10.413287 NA NA 8.831708 13.002358 12.207655 8.216003 13.888950 5.100524 10.882235 9.145502 9.454789 2.331132 0.871686 8.435856 11.508558 8.433949 7.860391 6.691886 4.264026 10.547223 8.145502 0.456701 3.395268 10.149575 1.871725 11.826812 10.443459 7.802444 -1.128156 5.937796 10.074443 14.779583 5.395268 10.778221 9.446300 10.341348 11.286688 12.253925 11.998572 10.940485 4.426298 4.653066 10.142586 10.878033 9.027790 3.456675 10.681877 10.240213 11.886947 11.030632 5.501063 -1.128156 9.309459 10.976305 11.445590 9.227058 1.456648 11.533039 11.361695 6.339312 10.415705 10.239667 9.186856 9.772573 9.072605 4.825903 -1.128156 8.914734 11.857549 9.229259 9.425336 6.953855 10.531703 8.029054 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 -0.652 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 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 16-10-2014 female 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.48.0 2 2 3 NA 4 3 3 3 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 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 6.7788288 8.2231643 4.3303720 9.6242232 9.5168955 5.9253159 7.6280489 10.7569826 11.5806669 9.5316756 10.2073969 10.3642502 11.2877124 8.2961527 -1.2546336 9.5893270 7.3453192 11.0949636 6.8114954 6.9203314 11.0763229 11.4910803 7.7788288 10.1168068 -0.2546336 1.3303863 12.9829894 15.7675462 10.6417384 7.4458459 10.5775048 6.5463065 -0.2546336 9.5559775 9.8088011 9.9407781 9.5543701 1.0673634 4.4733259 10.1188150 11.3268420 -0.2546336 2.9153297 8.3692876 12.5783948 10.6092051 7.2372587 10.4062932 9.6455179 11.5745341 9.7183858 9.4801156 6.1291099 NA 8.8235567 10.4406343 10.2748365 6.8951535 8.1226163 3.5527582 9.5853969 3.6033830 8.5830339 6.9645742 8.8434381 2.6523029 11.1422783 9.3218902 8.4699197 -1.2546336 1.5527705 9.0718353 12.4689602 5.9933324 9.7183858 4.6996016 13.1874423 3.8430190 11.6979652 9.5885419 8.9633637 4.0673376 9.0086751 8.2432578 11.6453293 10.5687732 2.9933302 11.3474088 10.1468189 12.2804383 9.8275550 9.1344995 1.3303863 9.6424951 10.9143162 9.2903705 7.5069573 2.9153297 10.3023909 9.4741257 6.4956104 9.9284210 10.1150033 8.9802233 10.1711464 9.9933334 7.0304387 NA 7.1800344 11.5535657 8.1800340 9.6280490 6.7054084 10.9515046 7.4319062 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 0.454 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 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 16-10-2014 male 2010 NA NA NA kidney clear cell renal carcinoma yes 40 NA black or african american not hispanic or latino 82.47.0 NA NA 2 2 4 3 3 1 3 2 4 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.115497e-06 5.895648e-07 6.0566442 9.5225229 4.0917506 9.3948269 6.7576314 3.4357086 5.2114873 10.7543486 10.0716686 9.5755646 10.7154896 11.0488508 10.2659063 5.2492898 6.0133618 10.0124451 7.7793260 9.7322717 7.1021153 7.0530874 10.8776413 11.5250934 7.6392365 10.7244168 3.9148706 4.5811343 10.7546225 15.8311561 11.0288396 7.2951913 9.6563380 8.7985768 4.2492936 9.0663839 10.8672957 9.8409736 9.9506861 -1.6086722 6.5410563 10.0795593 11.5209140 1.5612528 NA 8.7007854 12.2157706 10.9348242 7.5562156 10.9530743 7.9800236 10.6059317 8.5549587 9.2959436 -1.6086722 -1.6086722 8.7098517 11.1948348 6.7177381 7.4329678 9.2098912 3.0351664 10.8479201 2.2981891 4.0351664 2.4787648 9.7712288 6.4627722 11.7700103 11.5741689 7.4493005 -1.6086722 6.1594940 9.5057020 12.6813279 4.8831613 9.4526803 5.9304677 12.4993433 6.6746287 12.1136897 9.3374843 9.1495322 7.8931462 7.1192296 7.9762714 10.6633556 6.8006993 0.7132559 11.2917985 9.5102501 11.0115288 10.5362859 6.8507407 -0.6086722 8.3785732 10.6551386 10.4462524 9.6784442 0.7132559 11.2543337 9.2684933 6.7879143 9.9415748 10.4627714 8.9949355 10.7087216 9.6380496 7.0855627 0.7132559 8.0133606 10.8520208 8.6068419 10.3689467 5.2241985 8.6824795 6.5662352 10.3853088 -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 0.538 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 5.930468 12.163520 5.224199 10.515753 8.549919 8.947815 8.335289 6.304199 7.566234 3.435709 12.256559 8.477379 11.861332 8.232260 7.828853 8.954505 11.783895 3.249294 10.526056 9.045050 8.084796 9.030297 9.288466 6.838392 7.809162 11.402536 13.004005 9.64810731 10.23640699 0.97629031 8.45470397 7.89910371 9.85738545 10.90700886 11.83360462 4.34550283 9.29443764 7.61772090 10.78577171 6.25549507 9.35709339 9.74721064 4.14619901 4.58113428 4.89910311 10.17061800 12.93705784 8.64515655 14.24783181 4.65903401 10.26244420 10.40008776 15.17181034 12.76532962 12.01015333 10.67584398 -0.02370969 10.10555447 9.86196792 11.61651645 9.15949346 9.45268026 9.68247972 9.55558746 10.53596730 11.61455508 5.56123448 6.00601969 12.92613713 11.73018463 9.30195180 7.35997616 11.64427005 -1.60867219 10.78657537 0.39132781 12.62956447 10.55588286 10.97462689 10.75434865 10.71548956 4.62012890 8.93723874 9.29970166 8.88115710 7.10211534 12.28507315 1.85075943 14.21462650 13.82570920 8.14285298 7.67885996 10.87613190 6.10555447 -0.02370969 8.97627140 5.81757466 9.35637185 9.66683416 11.24948433 11.69180458 8.85585487 -0.60867219 10.79138791 9.33748432 9.05930768 11.06550129 9.13024569 2.39130031 10.48208310 4.06373589 7.96873763 9.50570201 -0.02370969 10.66335556 11.11304910 -0.60867219 11.90071291 13.12347645 11.01770252 10.44625240 7.59832352 11.12538351 9.30868100 10.59043838 11.41838046 TCGA-B8-4622 57 0 NA 700 kidney stage iv t3a n0 m1 16-10-2014 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.51.0 NA NA 2 3 2 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 4 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.040408e-06 7.7007518 9.0623217 6.1745622 9.4229450 9.9482056 4.9607851 7.8967671 10.9917572 11.4122214 9.3861160 10.0917831 10.5672916 10.7048699 8.3454474 NA 9.7348385 7.3907717 10.1751028 4.6734999 6.4912984 11.2343202 11.9505723 8.2584643 10.7064056 -0.2090612 1.1127668 9.2244441 16.1496557 9.9978729 7.5656459 9.5746755 8.9418751 1.9607712 9.6542705 10.2971662 8.4183924 9.8987296 NA 4.1127835 10.3377530 11.2771908 5.5187806 NA 7.6643029 12.2230090 11.5854775 8.2867135 10.2139746 7.8730079 10.8400265 8.8352527 9.5656457 NA NA 8.3163793 10.7912108 9.4347147 7.4092441 8.7230735 3.7450544 9.9645357 5.4912984 8.2044865 1.5982223 8.6332089 4.0762598 11.2974141 9.6046398 9.6519456 NA -0.2090612 9.4292946 11.2423273 5.2986547 9.3814456 5.6856767 12.5429256 3.0010996 11.2466995 10.2430998 9.5051041 7.0762609 8.0854794 8.4365171 11.3949485 9.6480620 3.1831689 11.2034285 9.8690094 11.9606270 9.9272089 7.1351542 1.1127668 8.7171548 10.6953126 10.1223355 8.5102475 3.2502946 10.6106385 9.4747218 6.3935209 9.9639110 11.4057985 8.5966024 10.5807997 9.6480620 4.6977516 NA 7.9757339 11.4362919 8.3358231 9.9297703 10.1440054 10.5586293 7.3682873 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 0.438 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 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 16-10-2014 male 2010 NA NA NA kidney clear cell renal carcinoma yes 10 1996 white not hispanic or latino 68.46.0 NA NA 3 3 2 3 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.664654e-06 4.508437e-07 7.52092349 8.72504649 6.31504628 9.38310809 8.90574590 4.80293764 6.96921267 10.96944070 11.32364321 8.94805676 10.03481093 10.59912240 10.63438644 7.36031160 NA 9.58489093 7.57712364 9.09337293 6.34350376 6.79883077 11.12199151 12.20797997 8.08833721 10.36223590 2.04393938 0.92850298 8.60677273 16.57474356 9.28161295 6.81517833 9.45529146 7.35193216 3.73582541 9.53023699 10.10796060 8.02649799 9.63409860 -1.65653532 2.86706618 10.42731536 11.27294698 0.66539277 NA 8.17481086 13.02666274 10.93502600 6.97649882 11.02254384 8.92376216 11.08075099 9.26534453 9.68391011 -0.07157282 NA 8.91335918 10.88895081 7.40419979 7.12158117 9.75289457 3.10532608 10.83885906 1.51344021 8.45984756 6.11829119 8.67217851 5.28601986 11.20575355 10.29442397 8.20614112 0.34346468 6.05086298 9.02034218 6.84334951 4.51342758 8.69444286 3.95821165 13.49966573 2.17133495 11.50715331 9.71745623 9.46956266 9.23376801 8.26236691 7.32649690 10.13629394 11.39692047 1.66543825 11.78890651 9.84185427 11.43593044 10.00572699 7.42565232 -1.65653532 7.48561037 10.97462159 10.28161295 10.10255959 1.34352153 11.24964260 9.22395970 7.71636884 9.68613385 11.05817848 9.33076767 11.06118006 10.36552458 4.68335398 -1.65653532 7.68112524 11.58742139 7.83935876 9.69720181 10.59794173 10.84459436 6.72327185 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 -0.188 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 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 16-10-2014 female 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 1 1 1 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 1.525932e-06 3.468028e-07 6.4400469 7.6708672 NA 10.1464262 8.9414764 4.0624499 6.5410997 10.8606917 11.3128606 9.3754774 9.8485278 11.1759317 10.8096481 8.0594862 -1.8682788 9.4547632 7.4008350 8.4366299 5.4263285 5.1540768 11.6197995 11.0344603 7.7917040 10.6079786 2.1317212 1.8321609 9.2512980 15.1988485 11.6175376 7.1089886 10.3940968 9.4060866 5.1317088 9.7204230 10.3686194 8.1788321 8.9951204 NA 1.8321609 10.2893711 10.3511794 3.5911408 0.9390761 6.8425150 13.1229201 12.5350533 7.2138576 10.2228131 8.9486919 11.3578194 10.0609667 9.0158789 NA NA 8.4377700 11.8930518 10.2277645 7.1596141 7.8681101 3.5240261 9.9826765 5.3508756 9.0572629 2.6552602 8.7176099 3.8865989 11.3570664 9.8668412 7.4147968 NA 3.1760993 9.3551068 10.7173751 4.8998910 9.1747357 5.3508756 12.2206622 4.2020964 11.5230862 9.3949775 9.1154146 9.2972435 9.7505526 8.2058499 11.3221503 6.4171099 2.1317212 12.2766851 9.9869662 11.8393910 9.4991232 6.4581375 NA 8.9382579 10.6345898 10.1499085 10.2738154 2.7755563 11.0082253 10.0276509 5.9454907 9.9232783 11.7636811 9.1154146 10.6843775 9.7491757 2.3016462 -1.8682788 8.2712599 11.8066729 7.7482573 9.3545033 6.6708672 10.1418867 7.4938058 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 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 16-10-2014 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 2 2 5 2 3 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 8.6972828 9.7772709 1.2188432 9.0820040 9.6047126 5.6451137 4.1884801 10.8818152 10.7378311 7.6225724 10.3558413 10.6321255 10.6118831 7.6506956 NA 9.4644028 6.6837357 9.2522732 6.1014925 6.7160361 10.9659242 13.0198174 7.5527505 10.4587470 1.2188432 6.2188509 10.9456359 14.8951746 8.4476689 7.3652070 10.1701349 4.3343251 1.9558335 9.3177595 10.2826946 9.4177044 9.6959338 -1.3662433 6.5764027 10.0062087 11.2449124 4.8433407 NA 9.9687196 12.3612763 10.4339787 7.1096207 10.6871348 7.2813459 10.7804564 8.9659242 9.3829190 -0.3660574 -1.3662433 8.3937757 10.2421424 8.9692780 6.8530562 6.8137966 3.9215030 10.2545657 0.6338497 6.3133674 4.7213508 7.9146584 6.1096217 11.0299572 10.1377134 8.5422801 1.6338961 1.2188432 10.0907554 6.1257399 7.2226027 9.3273746 5.8038134 12.5123218 2.2696317 11.2956657 9.3089626 9.6972828 7.8433407 7.8722926 8.5452796 11.3210446 9.1942205 3.9914357 11.4278973 10.0522674 11.7070250 9.9111750 8.1788521 NA 8.6700613 10.7543685 10.2122604 7.0933193 2.7213508 10.9600362 9.1024812 7.1021048 9.7924973 11.4307384 9.0390292 11.1525408 10.6257637 6.8699022 NA 6.8187624 12.1788521 8.7912345 10.2723236 7.9781836 10.6714346 6.8530562 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 -0.334 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 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 16-10-2014 female 2010 4 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 1 2 5 2 3 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.734014e-06 5.895648e-07 8.3695978 8.8333031 0.1467855 9.3599070 10.0551954 6.4182659 5.7688539 11.3609701 11.0359264 6.6265837 9.8541618 10.4083101 9.9289820 8.2553270 -1.8530842 8.7176072 6.8472428 9.2448347 6.7204495 4.9541591 11.2786597 12.9691744 7.5938863 10.4657324 1.1467855 7.1663931 11.5671578 15.6991041 11.3963607 7.1691704 10.9956212 8.0907825 3.0536848 9.1816018 10.2559804 9.2637964 9.1788486 NA 2.6062290 10.0678998 10.8931071 0.1467855 -1.8530842 8.2644459 12.7634665 9.7090452 7.2316110 11.5408634 8.5783002 11.2039484 9.8730209 9.4585510 2.3947336 NA 8.7924611 10.9131246 10.0321178 7.0716157 6.1911974 3.8472453 10.5564588 -0.2682954 6.9701703 4.7166562 7.3683895 5.4596841 11.4530069 8.9215899 9.0187079 -0.2682954 3.1468018 10.4740747 5.1009987 6.2500899 10.9577760 3.9541591 13.2757637 2.8990209 10.9637864 8.9125032 9.3129657 5.5043534 7.7670224 8.0804935 11.3920583 9.4999495 2.9541591 11.7285918 9.7425264 11.5964673 9.8232007 8.0626819 NA 9.0279168 10.3828169 10.6706097 9.4500128 5.7541339 11.1958004 9.3536583 6.9215899 9.8870052 11.4872092 9.2683364 11.1438058 10.5353582 4.7166562 NA 7.8050144 12.8508685 9.1205002 9.7359856 9.0664111 10.9071068 7.4955313 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 0.310 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 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 16-10-2014 male 2010 NA NA NA kidney clear cell renal carcinoma yes 40 NA white not hispanic or latino 68.46.0 NA NA 1 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.150177e-06 6.242451e-07 8.5712361 9.3160649 NA 9.5976308 8.3456434 4.0262069 5.6839238 10.9168362 11.3629809 8.7737036 9.9915913 10.9707404 10.3381490 7.6173727 NA 9.7541255 7.1905921 9.7545948 4.7829327 6.3580481 11.6111676 12.4576666 8.3982443 10.2693297 4.2767497 -0.2467378 8.1238741 14.8232935 11.3439295 7.4513125 10.3468889 8.7333262 3.2126160 9.4495746 10.5591991 9.0385887 9.6137563 NA 5.6996044 10.2218106 10.8441811 2.1682248 0.4901593 7.3873927 13.0269336 11.9382685 7.6680702 10.9001795 7.3873927 10.8262123 9.2329667 9.3970427 NA NA 8.5733654 11.6588243 8.2098832 7.6560644 7.4765631 5.6028518 10.1720933 2.6917798 6.6839238 0.1682569 7.7015539 5.2871657 11.5896315 10.4625576 8.4090154 0.1682569 0.1682569 10.0870873 10.9749751 4.5605438 9.7131885 4.2343097 11.3395573 1.2073931 11.1180508 8.9355809 9.2884619 9.6839240 6.6111680 8.0630418 11.1611624 5.2016456 1.7531766 11.3973433 9.8250958 11.4524698 9.3287259 5.5860772 -0.8318715 7.2845678 10.6744771 10.5626868 8.9256141 2.2556820 11.1311201 10.4898675 5.8827433 10.1372508 12.6788646 8.2248617 10.8703968 10.1565537 5.0751133 0.9755568 8.5508480 11.1127532 8.7847729 10.3462664 7.6600772 10.5503077 6.7380801 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 -0.384 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 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 16-10-2014 male 2010 8 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 2 1 6 2 1 1 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 4.508437e-07 2.080817e-07 6.3604837 7.7245364 5.2025313 9.6914663 10.4429082 6.4979859 5.0251351 11.1480471 10.9143897 8.5885891 10.8274244 10.7221995 9.7497439 8.8900727 -1.7164338 9.6967666 7.0748308 8.9657843 3.7099302 5.5965506 11.6119217 11.2103341 7.8798571 10.4182254 0.8686078 -0.7164338 10.1913094 15.7154915 10.2882392 7.5736866 10.0914249 9.5914376 4.3497545 9.2334943 10.3191540 8.5457622 9.3416591 NA 4.4931221 10.1133903 10.4725653 5.0385547 -0.1313132 9.1118039 13.1852887 11.9518877 7.3225862 10.7237580 7.1291573 10.7634478 9.2017853 9.6301812 1.0909889 NA 8.6510822 11.5541089 10.1540323 7.1965569 6.9525526 3.9275267 10.4613985 4.6930576 8.0764576 5.3060362 8.4397507 5.0385547 11.4844129 9.8639261 8.7533094 1.8686473 2.0910228 10.4660619 12.6706078 5.7182959 9.9450003 6.9910263 12.2790814 5.2141676 11.3634856 9.4567199 8.9953344 9.3889214 7.0551566 8.9979131 11.6735677 9.9758471 3.5690657 11.6283795 9.8648682 12.1109110 9.3644851 6.3170906 -1.7164338 9.1670746 10.5448104 10.6633166 8.2666610 6.8759004 10.9052615 9.6193761 6.2378639 10.0162590 11.8778755 8.6845470 11.5924332 10.1149747 5.2494529 NA 8.1663107 12.5547657 8.3816995 10.1474666 10.1540323 10.9398689 7.6078481 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 0.142 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.973666 11.459841 11.372456 10.360817 10.994689 11.414238 5.483339 3.412944 7.514888 3.237870 13.264075 8.727129 9.122871 7.927163 8.361832 9.722459 12.216436 7.389576 11.436269 9.538696 9.119718 8.582990 9.439510 8.186042 7.688809 10.640395 13.251029 10.418415 10.766979 NA 9.125232 8.099051 10.592291 9.811633 11.802198 9.789975 9.688809 8.544528 9.748724 6.025135 6.208480 8.934719 7.889147 7.493121 9.251614 10.151332 13.270265 8.787493 12.255840 5.748010 10.282610 10.492816 15.442750 12.162485 14.077042 11.480116 3.371127 10.343688 11.237318 10.826216 9.508875 9.945000 9.317091 9.845433 10.632119 11.938191 3.984106 5.129159 14.219186 11.205137 9.712551 7.001515 9.352446 -1.716434 11.929776 -1.716434 12.755470 11.690667 11.522669 11.1480471 10.8274244 6.3060362 7.3895763 8.7705027 9.5451747 3.7099302 13.7098910 2.5315936 13.7093424 13.0771692 8.7162093 8.2856385 10.2302083 5.5782897 NA 10.1451422 9.3232721 9.8539977 9.9065887 10.8793912 11.5489895 11.0877985 0.2836848 10.4579690 7.9293259 8.9788958 11.6490331 9.8295973 2.8072313 9.9427715 8.8150489 9.0764578 10.4660619 7.5434108 11.6735677 11.1601845 1.8686473 13.2036481 12.6371590 10.4216193 10.6633166 7.5004133 10.5088750 10.1205068 10.5377040 11.2785177 TCGA-B8-5545 42 0 NA 522 kidney stage i t1a n0 m0 16-10-2014 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 105.43.0 NA NA 2 1 5 2 1 1 1 1 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.42762e-07 6.6193264 7.8957534 5.2060258 9.3353071 10.1951457 4.9485261 5.1054979 11.1057296 10.5827339 9.4407494 10.6293825 10.3935666 10.3573334 8.5417580 NA 9.6811340 7.4857239 8.9454152 5.5279524 6.7439888 11.4433260 12.3292502 8.0389141 10.4573863 0.5055861 5.5823994 11.3291507 15.3748890 10.6451357 7.7295861 9.9665522 10.5393515 1.0905147 9.5083993 10.4495643 9.7967551 9.6154150 -0.4945155 5.3759500 10.1129147 10.7667979 4.7344007 NA 9.4684805 12.6695485 11.2865342 7.2967474 11.2016826 8.3337207 10.8387397 9.0735404 9.1045673 -0.4945155 2.3129265 8.4333622 11.1793351 9.5608668 7.4214640 8.3145484 3.5499771 10.4469989 3.4597857 7.0486166 4.9974369 9.0534429 4.7150367 11.3245659 10.0572927 8.6692341 NA 4.5055861 10.5462165 13.1760747 6.5983414 9.4318803 5.0133774 12.5605278 2.7328553 11.2869441 8.7711996 9.4348427 8.4626863 7.7582499 8.9670640 11.3205673 9.7034153 4.6755111 11.3868896 9.7319966 11.4625050 9.6667163 8.2352053 NA 9.4583256 10.5639923 10.7656218 8.4799989 3.4764335 10.9665522 9.3965705 7.1318405 9.8751817 11.2279650 8.4392749 11.3705443 10.5150631 5.2721800 -1.4945155 7.8252565 12.4015383 8.9412545 10.1064265 8.9443762 10.7570668 7.2869440 9.6489676 -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 -0.5 -0.5 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 16-10-2014 female 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 90.39.0 NA NA 2 1 3 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.814831e-07 1.040408e-07 5.188381142 4.168481585 6.712803476 10.488907494 7.779917610 8.831448181 3.905447179 10.906199815 10.427964791 9.362692772 10.963259886 11.355560107 7.579758673 7.549304909 -1.001443417 10.430577893 7.274682852 8.794597492 3.583519084 5.020924396 11.274100596 8.929295400 7.896403250 10.315642757 3.086019424 3.753444085 6.514258000 14.138948465 10.442019647 7.667442987 9.479348199 10.230978951 4.975836507 9.457989638 10.548342696 8.740024919 9.952027002 5.390874006 7.613267901 10.525057291 10.584928687 2.457988202 -1.001443417 9.691173481 12.999702290 11.592415970 8.018148981 11.270896227 6.474291637 11.285404531 9.799457940 9.385498338 NA NA 9.065992290 11.269729235 6.053841190 7.526035155 6.881200856 5.441500079 10.871617594 2.998556583 2.698996301 2.320484678 9.784010524 2.168481585 11.269145385 11.222258108 5.941073437 NA 4.457988202 10.275845380 6.075374320 6.779917610 9.247671460 6.356110349 10.591949108 5.973087733 12.190079972 12.732526634 8.746750776 11.126229970 5.568412191 8.896403553 11.374683439 9.220145156 0.998556583 10.403699537 10.217121274 11.532617701 10.846006898 3.390874006 -0.001443417 9.670983341 10.993911791 10.619236093 7.048406222 -0.001443417 10.918538594 10.170178954 7.158428930 10.548342696 11.533104111 9.497407187 10.928186273 9.342853824 4.127839600 -1.001443417 7.453885449 11.231278731 8.635182655 10.786460613 6.522120109 9.475304206 7.222945563 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 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 16-10-2014 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 3 1 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 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 4 0 0 0 0 0 1.421892e-06 6.242451e-07 6.3933990 8.0652702 6.0785266 8.8669067 9.8959001 4.7433426 5.1804065 11.1143649 10.8285185 10.1079147 9.9322545 10.9959350 10.4716815 9.2188264 NA 9.4222809 7.3684331 9.0674881 6.4144620 6.2832162 11.6112388 11.2865526 7.9497935 10.5715521 0.3059122 4.1804025 9.6867588 16.2160878 10.4870893 7.7843698 10.6338638 8.7474978 -0.2791087 9.6165498 10.0851091 8.4825256 9.4582218 -1.2789336 2.8908941 10.2538175 11.4111908 3.4758631 NA 8.9617660 13.1637237 11.8924641 6.4957623 10.7616067 6.7377827 10.8627623 9.4127180 9.6634891 -1.2789336 NA 8.6766243 11.3045274 9.5275241 6.8858818 9.7646854 4.4497132 10.1170441 5.8084365 6.4624417 2.1804025 8.9206467 3.9304251 11.5092850 9.8839951 8.4004547 NA NA 9.8643576 10.6248564 7.9712728 9.6678808 5.7653677 13.0715684 4.5925707 11.5582082 9.7322017 9.5735040 8.6968226 9.2366744 7.9058497 10.9270731 9.5774001 1.0429244 11.4375797 9.3012330 11.8579656 9.6554026 7.1556025 NA 9.1367164 10.7165580 10.3356843 8.2870285 6.1132921 10.8047862 9.4573764 5.6119071 9.6494930 11.5812856 8.8057829 11.6901811 9.7619491 5.3327366 NA 7.9545942 11.8742099 8.1783556 10.2726827 8.0981853 10.3319993 7.3503310 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 -0.277 -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 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 434 kidney stage iii t3a n0 m0 16-10-2014 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 2 2 3 1 3 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 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 2.080817e-06 7.629662e-07 6.4318051 8.1375204 NA 9.7843221 9.4231926 5.4657525 5.8723782 10.5137012 10.6860470 8.6541981 9.4166987 11.0167682 10.1447421 7.9312717 NA 10.0246186 7.1739149 8.3015831 4.3248898 5.1892355 10.9546208 11.8514650 8.1427759 10.5275041 NA 5.1055775 10.5786471 14.8878178 11.7590910 7.4403676 10.2731080 8.8755387 4.9702279 9.2743057 10.5728181 9.0906973 9.3815629 NA 3.8974728 10.2826623 11.4156137 -0.9604404 NA 8.4968694 12.7888340 11.2336295 7.4699405 10.1610218 8.9583514 10.6828936 8.8273910 8.3591605 NA NA 8.4210314 11.4863131 8.9113935 7.3156124 4.8723806 3.9044167 10.2927448 3.0394894 6.5863835 6.2489408 9.7834812 4.3248898 11.1223026 10.1242967 8.0893366 -0.9604404 7.3109517 9.8093262 9.2354755 6.9098535 8.7224828 4.7399291 12.1299316 4.5798861 11.9092749 9.7003756 8.6797331 11.6656536 7.4058103 8.3523714 10.6036377 8.8786919 2.9463753 11.8424085 9.8676247 11.4876046 10.5142083 7.2778927 NA 8.9036743 10.7513789 10.1584293 9.4636545 5.7806854 11.1305930 8.9482411 6.0838814 9.6779241 11.9985846 9.2921537 10.4932734 10.4520581 4.1269481 NA 7.4231924 12.0326036 8.0451131 9.0784073 8.2218829 10.4387662 6.9587685 10.4047171 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 -0.391 -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 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 15 kidney stage i t1b n0 m0 16-10-2014 female 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 90.39.0 NA NA 3 2 4 3 3 3 3 1 4 2 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.109769e-06 4.508437e-07 9.1343159 9.9690788 3.5714827 9.2384616 8.5818532 5.5292587 6.7102499 11.1941015 10.9638039 8.3628998 10.3950987 10.6532259 10.1929749 7.0559223 -1.1291027 9.3366132 7.4597611 9.7336841 7.4179411 6.3056751 11.0774507 13.7152622 8.4256355 11.0559005 1.1929516 3.6259367 8.4024284 15.7198042 8.1237122 6.6057565 9.9236148 9.0296563 2.9585086 9.6767907 11.0343820 9.4265946 10.0986627 -1.1291027 5.8822738 10.6964031 11.4623353 1.1929516 NA 7.4294678 13.1727573 9.0384650 7.9017141 10.7643483 11.2164520 11.9330929 9.9893390 9.0719455 1.4560176 1.4560176 8.8425905 10.2542110 7.5220981 8.0334379 7.2846751 4.5434711 10.4508341 -0.1289449 6.6392307 5.9154420 9.2920595 4.5714887 10.8622142 9.8885512 8.6991834 2.4560176 5.4409024 10.0596357 4.0409713 4.6784044 8.9571830 5.8252438 12.0290252 3.1128836 11.1878940 8.4672367 10.6662748 10.6217537 7.5955604 7.3867463 10.3467802 8.5766793 2.4560176 11.4456403 10.2809680 11.4299457 10.0086783 7.9072206 NA 8.6670863 10.9133388 10.4418512 9.9756455 3.4957335 11.2571787 10.1935383 7.1974762 10.0670340 11.7790640 9.4237160 8.3119158 10.7460281 4.1929753 NA 7.3827995 10.6569079 9.2384616 10.2783146 5.9263292 10.2466293 6.3222581 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 0.175 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 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 16-10-2014 female 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA 1 1 6 2 1 1 1 1 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.387211e-07 7.30885594 8.35281413 7.43558693 9.59639832 10.92491729 6.25307973 6.27682790 11.18587565 10.98472185 8.59757736 10.37430073 10.22893278 10.40189825 10.37876563 -0.07491205 9.54964299 7.25307879 9.96086758 5.68891887 6.87157139 11.50006093 11.51042763 7.82198886 10.01379456 1.14756721 1.79962614 10.39513297 15.59151480 9.57799711 7.39275789 9.99034383 10.62530273 1.79962614 9.31245144 10.39614985 8.91004514 9.67110651 -0.65972260 6.36255756 10.32425200 10.51261712 2.72768089 0.66211433 8.74533113 12.83442017 11.59580834 8.04236253 10.21555496 6.92515206 11.34686628 9.82903388 9.57261042 1.14756721 -1.65972260 8.61165266 10.94844440 10.23235293 7.66886442 8.02843986 4.34222049 10.41566868 2.51012643 7.86375141 5.21055251 8.73572355 5.59757885 11.07193290 9.88997419 9.31746960 -0.65972260 2.73250800 10.48548489 9.87449253 6.80779539 9.49500774 6.03367628 12.20427897 3.86155842 10.81996988 9.18411066 9.13704031 9.24030169 8.04582190 8.71305480 11.23879098 10.26722678 4.86375017 11.37653491 9.80677596 11.66239944 9.58514790 7.12154906 -1.65972260 9.03454753 10.47737923 10.75830576 7.96224130 3.98404243 10.97182136 9.27158465 6.02227015 9.90290898 12.38090739 8.79551696 11.65179599 9.89621659 6.48224488 -0.07491205 8.05957863 12.67054629 8.77690113 10.27498621 9.07150849 10.77194837 7.35420970 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 -0.394 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 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 16-10-2014 female 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 1 1 3 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.42762e-07 7.1434169 8.8857025 5.2355739 9.1856181 9.6871940 5.3975429 6.0692167 11.0505617 10.8751394 9.0099053 10.1632647 10.7916825 10.2355749 8.6858876 -0.4225591 9.3895406 7.6380594 9.2194149 5.6541777 6.4228536 11.0960165 12.1321919 7.7989506 10.6552639 2.2778063 -0.4225591 10.0223782 16.1684692 10.6585138 6.8811446 11.2319993 10.2621119 2.4842413 9.7547828 10.5617818 8.3879350 9.5969540 NA 5.5198784 10.3987387 10.4220691 3.6217589 0.1623390 8.3847181 12.8768576 12.2212195 7.8300290 10.2480196 8.2337884 11.4053014 9.4438695 9.4149913 0.1623390 NA 8.7497907 11.6073407 9.3289074 7.7572727 7.2916091 4.3587198 10.5077310 3.7868159 7.7497910 2.8992917 8.8476587 3.8992917 11.3794757 10.5748957 8.5731306 1.3847130 0.5773442 9.7745800 10.2997440 5.2212198 9.4661067 5.3188302 12.0374352 3.5714948 11.2155729 9.1038627 9.5674673 10.2738963 7.9653809 8.3001709 11.2473556 9.0910910 3.1009272 11.4021232 9.4220692 11.5885905 9.6898029 6.4538797 0.5773442 8.0851580 10.9708450 10.2225714 9.2139880 1.5773442 11.4444489 9.5841662 5.7965329 10.0099052 12.3116496 8.9425922 11.4054998 9.5184110 3.3215241 -1.4227525 8.0099053 11.7992525 8.1319521 9.2933254 7.7397550 10.3343365 6.9260920 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 -0.433 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 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 16-10-2014 male 2011 NA yes NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 274.19.0 NA NA 1 3 NA NA 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 9.29192443 8.50857087 NA 9.06203534 8.50450122 3.94379008 8.67352038 10.57702391 11.56778984 8.33610393 10.14411292 10.31534534 10.45158112 7.85067693 NA 10.17516765 8.21182163 11.05021850 6.96763321 5.46316141 10.89565397 11.71505582 8.30368259 10.40390645 3.35881821 2.03689011 6.81825494 15.20740776 10.64330110 7.74425530 10.01846310 8.82153070 4.03689890 9.53275079 10.96319181 8.86026294 10.43028632 0.03689011 4.49632812 10.19802777 10.55456525 2.03689011 NA 6.91953912 11.97132390 11.12103989 8.88238597 9.94228283 8.19676735 10.81579435 8.59148457 8.47152403 NA NA 8.18155432 10.63959467 7.47983926 7.86344417 8.69867411 4.35882524 10.01846310 4.73733524 8.39444769 3.73734065 9.37228613 3.73734065 10.81989407 10.47983936 9.90108199 1.03689011 2.35881821 9.29192443 8.82153070 5.86978506 8.36332529 6.03689670 11.67306730 2.65747995 11.34580362 9.66442968 9.49016656 10.22424797 8.42060030 6.68075193 10.71197079 10.14803150 2.35881821 10.60959606 9.98818051 11.91264519 9.83293541 6.01417673 1.03689011 8.19171414 10.54369925 10.20054555 8.12965292 5.24635108 11.19487428 9.30133843 6.51262986 10.46839342 12.46813225 8.77836268 10.13097359 9.80010814 2.62185261 NA 6.73733524 10.70400736 8.77160534 9.80010814 6.01417673 10.56534993 6.89487717 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 0.000 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 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 16-10-2014 female 2011 NA yes NA kidney clear cell renal carcinoma yes 50 NA black or african american hispanic or latino 274.19.0 NA NA 2 2 NA NA 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 6.0266673 7.9183749 -0.8921782 10.3815989 6.4915068 2.8082409 6.0964875 10.0378013 10.4631544 9.5946383 10.6556618 10.4331087 8.5171942 6.6155973 NA 10.4719379 7.8891632 9.6372338 2.5672290 4.3932034 10.3792664 10.3545438 9.0503178 9.9343518 3.0146945 6.0964875 9.8940729 14.2207314 8.7677991 7.7114295 9.1480929 9.5011937 7.7552615 9.2383739 11.2081371 9.1232184 9.1232184 8.3438173 1.9151767 10.1078033 10.8108417 -0.8921782 NA 11.6318552 12.1334620 9.7969277 8.0444411 11.5256558 7.8825905 10.5820162 8.1549274 8.7132827 0.1078218 1.6927843 7.9470068 10.8805303 4.5996570 7.5214308 7.2215456 3.0146945 10.7744711 3.4297365 NA -0.8921782 10.2032003 8.3000963 10.9082988 8.8168870 6.8082435 1.9151767 4.3172534 9.8056396 8.4184160 1.1078218 8.4342329 3.9657843 10.6391848 1.6111724 12.5424315 8.4387203 9.1162319 10.7316848 6.0146945 5.4115856 11.3120688 7.6313655 1.4297499 10.4012749 9.5641577 10.6435646 10.6546978 3.9657843 -0.8921782 6.0619986 10.9350031 10.3815989 3.8082409 NA 10.9835527 8.5835368 6.1630861 10.2664129 10.4942047 9.5108154 8.0706995 9.5044081 2.4297231 NA 6.8825905 11.1816102 9.5621025 10.5108153 10.3390244 8.7114295 7.9087030 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 0.309 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 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 16-10-2014 female 2012 NA yes NA kidney clear cell renal carcinoma yes 30 NA black or african american not hispanic or latino 274.19.0 NA NA 1 1 NA NA 1 1 3 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 6.6351014 9.4116629 10.1624762 8.8175171 9.7797151 5.2490433 8.6097900 11.0244286 10.9880562 8.8230341 10.2325546 10.5047151 12.1104117 9.0351639 NA 10.1646505 8.1070240 10.9111446 6.1990029 5.2158766 11.5077159 12.3983280 8.3556652 11.2174949 3.7896145 6.4620360 9.1227664 15.8587462 9.4280471 8.0703818 10.8147507 8.1819284 2.1115322 9.6537972 10.6553444 8.9240375 10.0493544 NA 7.5175316 10.2469921 10.4289519 2.1115322 NA 7.6351014 12.3299814 10.9437964 8.2653445 11.2889588 8.2325548 11.9185721 10.3726939 9.2490428 2.5969590 NA 8.3858007 10.7277205 8.2032388 7.7782960 9.6033923 2.9817979 9.7452610 1.3745666 8.4189679 8.2074634 8.2814641 4.5444978 11.1592085 9.0399096 10.1294612 0.7896041 1.7896041 9.5209302 7.8340051 8.8008384 8.9843680 6.5709714 12.4219248 3.0451109 11.2273632 9.2633169 9.2954227 7.2158756 9.3518536 8.2974056 11.1765514 11.6240822 3.8770767 10.8942099 9.9670307 12.3656230 9.1405504 8.8955195 NA 9.0446397 10.5800818 10.4298561 7.3131733 2.9595291 10.7488886 9.8607516 5.9673300 10.0842319 12.0211324 8.9393582 11.9920411 9.3783259 4.1819294 NA 7.5511622 11.2889588 7.7839647 9.8064194 8.5072876 11.2784555 7.1115395 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 0.672 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 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 16-10-2014 male 2012 NA yes NA kidney clear cell renal carcinoma yes 7 NA black or african american not hispanic or latino 274.19.0 NA NA 1 2 NA NA 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 9.3849497 9.1049153 5.7019233 8.5130544 7.2956826 3.8406244 8.3746079 10.8402534 11.4165465 7.7539174 10.3282012 10.8499913 10.6298367 8.6428225 NA 9.9863065 8.0936098 10.9031251 7.6514148 5.5484490 10.7819703 12.6598503 7.3515912 10.4353121 -0.0662763 0.9337237 6.2466209 15.7169798 9.4315904 7.7854878 10.1864040 9.3600034 1.7411002 9.5901633 10.8780846 8.7491219 10.4180579 0.5187365 1.7411002 10.4285941 10.8769860 NA NA 6.5410687 11.9781327 10.9421672 8.6096955 9.9767659 7.8436315 10.9145922 8.6514148 8.5703631 1.2556820 NA 7.9561066 10.9369050 6.4094724 7.7571059 9.6919617 4.6886280 9.9103027 5.1235627 8.7650457 -1.0661253 9.6298367 5.3766828 10.6798329 9.2624134 9.6684482 1.7411002 3.0211954 9.2295074 12.4252159 3.8406244 8.5937343 5.8041026 12.3971352 1.6140502 11.7314001 9.8002447 10.0655955 9.5874794 7.9998275 7.7475197 10.6777314 9.4573004 1.7411002 10.8604052 10.0038595 11.7378696 9.8488709 6.4728971 -1.0661253 7.9252607 10.7326031 10.3071475 7.6718312 1.7411002 10.9650952 9.5392181 6.8163821 10.3772001 11.5007439 9.1321835 8.3324824 9.9153058 1.5186862 -1.0661253 6.9835876 9.3473665 8.4573004 9.6785723 7.7634614 10.2116071 7.4959813 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 -0.497 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 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 16-10-2014 female 2012 NA yes NA kidney clear cell renal carcinoma yes NA NA black or african american NA 340.13.0 NA NA 1 1 NA NA 2 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 8.2419846 7.2912554 -0.8147677 9.3652562 10.7808376 6.3146295 8.3414303 10.8628465 11.0047278 9.5952683 10.2591539 10.2328118 9.8078566 8.9675263 -1.8145140 10.0530119 7.6365579 10.3401651 7.2132530 6.3248988 11.2122163 10.5843579 7.8292033 10.7973816 -1.8145140 2.1853591 9.2628303 16.2991655 10.0782693 7.4891278 9.8413248 9.5565792 4.1160819 9.8160693 10.6251780 8.6911586 10.1023461 NA 4.6610826 10.3990588 10.5343517 0.7702793 NA 7.1071878 12.4077646 11.5830217 8.6042537 9.6406742 8.7059658 11.7757002 9.7866535 9.3016910 NA NA 8.7759342 10.6884274 9.0111009 8.2594886 8.8237831 4.0433270 10.2104866 4.9667073 8.5830218 3.5429019 9.3527651 1.6447792 10.8271730 9.6772001 9.6089883 -0.8147677 1.5072619 9.6272537 12.2689095 6.3652568 8.9175144 5.1395432 12.2369808 3.8824572 11.9202683 9.0656959 9.0997323 9.6741914 5.9535307 8.5603863 10.6844455 9.0118956 3.3146240 11.9479367 10.3577745 11.5848920 9.5840908 7.7206225 0.5073126 8.3016910 10.8937477 10.2038950 8.3726992 1.9926959 11.2370658 9.1860444 6.6691629 9.8909794 11.6952457 9.0300527 11.3447454 10.1496879 3.3552700 -0.8147677 6.8292026 11.2733071 8.8506829 9.7172158 8.5862266 10.4776686 7.4686208 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 -0.478 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 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 16-10-2014 male 2012 NA yes NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 340.13.0 NA NA 3 2 NA NA 3 3 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 9.2721781 9.4902053 NA 9.0478473 8.9711641 3.9603820 7.7963083 10.2648954 10.7012956 6.7759592 10.0324900 10.1991711 11.3392427 7.4509547 NA 9.9339955 7.8749488 10.5591068 8.9783063 5.1494179 10.5727368 12.6337994 7.1807138 11.1480571 2.3165223 2.3165223 9.1383020 15.9965579 10.1930450 7.3772244 10.5561267 7.3986770 3.8400906 9.8153774 10.9751859 9.1141897 10.2619720 NA 5.1238814 10.1737316 11.7589533 0.9014945 NA 7.8123833 11.6994223 10.7385929 8.3361187 10.4217819 9.1682772 10.8430274 8.0880175 8.9440619 3.0169598 NA 8.2619717 9.8566562 6.9385799 8.3853063 9.0813998 3.3165223 9.9117856 6.5926529 6.1238834 4.6384562 10.3650150 4.9889528 9.8720758 10.0021530 9.3731658 3.1238814 4.5259811 8.4039911 8.6652563 10.8629403 7.8322280 5.4864537 13.5157403 2.7824924 12.8490058 10.4935676 9.8083812 11.2765300 8.4611864 7.6828507 10.2189032 10.2158851 3.5644513 11.3976786 10.0647209 11.2468958 10.6452030 8.6429575 0.3164933 7.0512372 11.6285318 9.5620808 9.0047783 5.7064394 11.1783905 8.5308472 7.2195664 9.3826173 11.5420368 9.9449736 9.4026644 9.5715566 3.1238814 1.9014945 5.7594728 10.3214508 8.2590427 8.8083812 8.2443063 9.8223396 5.9603843 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 0.000 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 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 16-10-2014 male 2012 NA yes NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 340.13.0 NA NA 1 1 NA NA 2 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 8.0587575 7.0730115 -0.4027787 9.0203939 11.0618236 4.2697064 9.0810935 10.7957229 10.5824082 8.5456449 10.4404138 10.5423559 10.6926749 9.9976237 1.9191875 10.0648834 7.3786373 10.7155700 7.6873904 7.4490265 11.0968746 10.5979821 7.7520963 10.6737193 NA 1.4046307 9.4198485 15.4946388 9.3521653 7.0277302 9.5838310 10.2780769 3.5041627 10.2004405 10.9115778 7.7031865 10.2881488 NA 2.8452090 10.6334515 10.6484867 1.7671887 NA 8.0066689 12.1050725 12.2798336 8.7432100 9.3200855 8.4753289 11.0585014 8.7278483 8.9293143 NA NA 8.4380558 10.3024782 9.1470624 8.4936101 10.0500339 3.8808324 9.8739839 5.7368294 8.1633317 2.9192066 9.6341382 1.7671887 10.3158107 9.3695923 10.0546587 -1.4027787 0.5973166 9.3745331 11.6839117 6.4799209 8.4875422 6.2046083 12.1516269 3.4784542 11.7479771 9.3471472 9.4150610 10.5543798 7.7920348 7.9614126 10.8745652 9.3529999 4.4046307 11.5009714 10.3319874 11.8780486 9.7201059 7.7162186 1.4046307 8.3835475 10.9338932 10.1794199 8.2429364 3.6416732 11.0258997 8.3029103 6.7871020 9.9895953 11.6277725 9.2697032 11.3959521 9.7703302 4.4552615 -1.4027787 6.3981776 11.7363495 8.5572799 9.5183748 8.5673838 10.2894574 7.1633317 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 -0.485 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 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-A7U6 54 0 NA 110 kidney stage i t1a nx NA 16-10-2014 female 2013 NA yes NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 387.9.0 NA NA 1 1 NA NA 2 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 7.4323932 7.5457754 9.0143282 9.1293389 10.5021344 3.8199542 8.6798432 10.6307688 10.3525308 8.6469874 10.4425652 10.4852860 10.5478706 9.3979599 NA 9.9324898 7.3721755 11.4187184 7.8508294 7.2280346 10.8852109 10.6649575 7.3674375 10.8357297 NA 5.3674375 10.0773379 16.4997262 9.0910540 6.5871159 10.4863789 9.4481853 1.1194890 10.1328331 10.7620134 7.9364943 10.4374882 1.1194890 4.6113613 10.7759352 10.7212811 2.2894214 1.1194890 8.7777218 11.7795063 11.8365441 8.8727272 8.5707213 8.9090440 11.8184320 9.1474164 8.8371867 -0.8804446 NA 8.6053395 10.1103234 9.2844172 8.6053395 8.9929545 2.2894214 9.6817528 4.9523988 8.0472881 2.5789387 9.0707950 4.2894361 10.1432647 9.6827067 9.3614936 0.7044294 0.7044294 9.4175730 9.4560170 5.4770620 8.4025985 5.9650016 12.7924881 3.5118222 11.8136506 9.3423052 9.5182540 10.7305352 7.2994196 7.1529338 10.7852904 9.7705620 4.2894361 11.3644687 10.4181458 12.2177070 10.2358544 7.9300821 -0.8804446 7.6352102 11.0028219 9.7203525 7.5415752 2.8199542 11.2339035 7.3483289 7.5387546 9.9673508 11.1855995 9.4945498 10.7268407 10.0766124 4.8921870 2.4414304 5.7777222 11.9608781 8.2175424 9.1652701 7.6508916 10.2201727 6.7044722 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 -0.143 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 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 24 kidney stage i t1b nx NA 16-10-2014 female 2013 NA yes NA kidney clear cell renal carcinoma yes 10 NA black or african american NA 404.7.0 NA NA 2 2 NA NA NA NA 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 -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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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-BP-4158 69 0 NA 3377 kidney stage i t1b n0 m0 16-10-2014 male 2001 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 1 NA 1 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 6 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.109769e-06 8.67007e-07 6.9234143 7.8711370 4.4328459 9.3135295 10.2340027 4.8113580 8.9960023 10.7208334 11.1922662 9.1973175 10.2365877 10.5732137 9.5522001 9.2738107 NA 10.0709179 7.2401989 9.7093406 5.4328425 5.4328425 10.8997974 10.0516700 8.3125499 10.4423748 -0.2110638 4.9182717 11.7067328 15.5193783 10.1058349 8.0202088 10.0841828 9.8889930 5.0178061 9.5117953 10.2898297 8.5703476 10.0551887 NA 7.5505390 10.1591303 11.2147283 6.1898680 NA 7.2443153 11.8863616 12.0993166 8.3358825 9.3086241 7.5866492 10.6716308 8.7790919 8.8057961 NA NA 8.4036976 10.4364462 9.9431730 7.7918030 8.7344316 3.1109144 9.7798009 5.5169071 9.3916867 1.3739544 8.9053316 3.1813093 10.8412162 9.3972427 9.5604773 -1.2108968 -0.2110638 9.3916867 12.4177751 9.2878370 8.3007406 6.0743898 12.2003664 4.6469691 11.7660888 10.3329862 8.6639693 10.4404880 7.9564058 8.7533288 11.5401134 10.8965318 3.9182717 11.4603077 10.0499073 12.2812166 9.8764506 6.9079290 0.3739544 9.0404703 10.5905547 10.1282812 7.7108285 3.7889884 10.4885603 8.9701151 6.6469691 10.2565933 11.3066572 9.1243783 11.2885846 9.7840483 3.9182717 NA 7.1726925 11.5781139 8.4328442 9.8510339 9.3540898 10.9791211 8.0057334 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 -0.630 -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 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 16-10-2014 male 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 1 NA NA NA 1 2 2 3 NA NA 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 4 0 0 0 0 0 1.768694e-06 5.895648e-07 6.2561974 7.3886468 7.2281828 8.4935721 10.2246419 5.2338306 6.1645671 10.1034228 9.8318814 7.5957729 10.0151887 10.5307451 10.4377886 8.2809526 NA 10.2161095 6.9685389 9.3488726 6.7960708 7.4674482 10.4457172 10.3573037 7.3265859 10.2152535 1.2338267 5.8187918 10.1741425 15.5968001 9.2380493 8.1134119 9.8558807 8.3159778 0.2338881 9.3618232 10.1187625 8.9634496 9.4285857 NA 4.5192337 10.0635516 11.2833372 NA 2.5557671 9.0949159 11.3452906 10.9480744 7.7416234 9.0964664 8.6368410 9.5792341 7.6891559 8.3527700 1.5557671 NA 8.2422576 9.7044878 9.8244159 6.9685389 6.9273158 3.7573860 9.5781249 4.7573913 7.6726205 3.4817510 10.1309180 3.3212932 10.1712027 9.5006155 8.4187044 0.8187688 2.0411729 9.2863970 8.1286465 6.8112578 8.6088684 4.0411816 12.5761814 4.6557239 12.5623636 9.6261463 9.0069681 7.3937002 7.1526925 7.6474570 11.5667046 9.6250725 4.2338267 11.7642353 10.0435970 12.2292428 10.5952245 7.1041941 NA 8.5891800 10.7748868 9.5725653 5.3423521 8.3579245 10.2345332 6.7807235 6.4626479 10.4698431 10.3688969 9.7554294 12.3232794 10.1734082 2.8187892 NA 5.4432817 12.1577135 7.1346953 8.6788438 8.5869756 10.5290238 7.5957729 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 -0.666 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 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 16-10-2014 male 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 64.44.0 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 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.560613e-06 6.589254e-07 7.6116490 8.5525546 8.5749995 9.2331377 8.5220738 5.0600733 4.6355745 10.4751103 10.5361241 8.4456394 9.6532625 10.8749851 9.8633810 8.7949152 NA 9.8002174 6.8388585 9.4086274 6.9801042 6.0880865 10.4456392 11.0609566 7.8264392 9.8416794 1.9726191 7.4210701 9.2748680 16.3466985 10.5983189 7.1087471 11.0565325 8.3932720 4.2945399 9.0151814 9.8593228 8.4830447 9.0863523 NA 3.7095774 9.8357638 10.7112653 3.5575694 NA 8.6236617 12.0503159 12.0631636 6.9726099 9.3749115 6.6544341 10.2580122 8.7626870 8.7385868 NA NA 7.9726099 11.1442038 8.7473971 6.6355745 8.8491270 3.6355803 9.9023615 2.9726191 7.3301622 4.9422377 9.2885143 4.6730475 10.8149604 9.5013896 8.0206428 -0.6124169 4.4320441 9.5411994 10.5663124 6.4210701 9.2718181 5.1950011 12.2655068 1.9036553 11.7845198 9.4737837 8.6140597 10.9884896 8.2945380 7.5013898 11.6882861 9.2990395 2.3876383 11.9292281 9.3330914 11.9234089 9.8450283 6.4100154 NA 7.9498897 10.1908099 9.7330528 8.6426759 2.5575816 10.2960401 9.1770996 6.0741479 10.0251781 10.6140597 9.2809491 11.7534232 9.7027971 4.9112074 0.3876934 6.9498897 11.5796320 8.1189665 9.8450283 7.1291140 9.9744873 7.3534318 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 -0.455 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 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 16-10-2014 male 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 50.48.0 2 2 3 NA 1 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 4 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.595293e-06 5.895648e-07 8.6000010 8.8598975 5.0230735 9.8003492 9.3498047 4.9062605 8.2794156 10.9472283 11.6085389 8.9224661 10.4497131 10.5252223 10.4817784 8.4108058 -1.4687308 9.7630437 7.3482059 10.5403513 5.5535909 6.1894332 11.3170836 11.7038063 8.1514423 10.1553737 2.2316474 NA 10.9130358 15.9651095 10.3837520 7.3385777 9.9957683 9.2080612 4.2591444 9.7437189 10.4493404 8.4366095 9.8446725 0.5312692 3.7791546 10.3076555 10.7512985 NA NA 7.5673964 12.4672162 11.2958868 8.0800447 10.0982279 9.2124609 10.9073479 9.0694114 9.3296943 NA -1.4687308 8.3288840 10.4433634 8.6758808 7.4854188 8.3272621 4.4619607 10.0920330 6.0934651 8.1180622 0.5312692 8.6345101 3.3892088 11.0451968 10.1952253 9.5333342 NA 0.5312692 9.9916784 8.8931662 4.7406740 9.1623996 4.5756149 12.1349648 2.6662567 10.9844932 9.7628637 9.9480201 9.8959044 8.8235443 8.1161849 11.0761870 8.2810917 2.7011498 11.4988090 9.8948097 11.9325020 9.8548403 6.3577702 0.1162317 7.7696270 10.6519594 9.9024547 7.4108058 2.2316474 10.8873994 9.5432184 6.2316628 10.2199099 11.5024068 8.8350032 10.8381386 9.7030247 4.2591444 NA 7.6423579 10.9352997 8.7443266 10.0737708 8.5742499 10.8668920 7.5646457 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 -0.138 -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 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 16-10-2014 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 50.48.0 1 5 1 NA NA NA 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.774423e-07 8.2688872 7.9417226 -1.1616533 10.0089858 9.6514143 5.1052213 7.6649834 10.8701360 11.1344906 8.0478879 9.9580244 10.6197945 10.0257868 8.8677220 NA 9.4346245 7.3580709 10.9916701 6.4894867 6.5108607 11.3619967 10.8576780 8.0527539 10.5946491 0.4234168 0.4234168 8.9741441 15.8342019 10.0027132 6.9521775 11.3491989 9.2699324 5.7332513 9.5999859 10.4795833 8.3161928 9.5240596 NA 2.6457939 9.8903234 10.6999094 2.2978664 -0.1614919 7.2047570 12.4376502 12.1541504 7.5457939 10.1704713 7.2520627 11.2494160 9.6336628 8.7026208 -1.1616533 NA 8.2350396 10.9159181 9.6344744 7.3775932 7.6230694 4.2307487 10.0738506 6.0768391 7.7087997 3.1603555 7.4568201 3.2978664 10.8380825 9.3121405 9.5187942 NA 0.8384274 9.9625561 8.5999861 5.2478250 9.3262749 5.8937165 12.1409309 2.7530054 11.1603628 10.5205515 9.3727375 11.3642002 8.6490064 7.8496622 11.0527539 8.1330554 3.2978664 12.0890293 9.9038508 11.9363023 9.8242767 7.4604862 -1.1616533 7.6360960 10.5261822 10.3688411 8.8704806 1.1603394 10.7724941 9.5647381 5.6066199 9.8766678 11.4501512 8.6933033 11.2914481 9.6878398 3.9258950 -1.1616533 7.8071018 11.5891417 8.8157147 10.1290296 7.6649834 10.3506814 7.1782844 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 0.000 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 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 16-10-2014 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 50.48.0 2 4 1 NA NA NA 1 1 3 2 NA NA 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.17913e-06 4.855239e-07 7.1276508 7.9138522 1.0777899 9.3884149 9.0055802 5.8459868 7.4176525 10.9970380 10.9612091 6.7782414 9.1465804 11.2960627 10.8310189 8.1519435 -0.9222101 9.8899795 7.7886087 10.3672447 6.2676276 6.1330847 11.8488789 11.9320862 7.8525894 11.1454617 3.3257318 6.2376727 9.0679062 16.0798700 9.7306471 7.2427092 9.6599442 9.3597322 3.8326875 9.4528417 10.6805010 8.3792982 9.6052791 NA 2.0777899 10.0770976 10.2608171 NA NA 7.1492644 12.5394095 11.5522686 7.8525894 9.7404706 8.3162068 10.8859619 9.4053549 8.4850697 3.0778070 NA 8.5696551 11.2978781 8.8705925 6.7502273 7.2969703 3.0778070 10.1606165 4.6925109 7.8883737 5.2872543 8.8393534 4.4701203 11.6035677 9.6362229 8.6961876 -0.9222101 2.7782506 9.6627647 8.7180472 5.5372339 9.5865872 6.5535356 13.2048292 3.6440062 11.5492234 9.3114218 9.4701195 9.7053360 8.4977624 8.5331292 11.1303702 9.9201524 3.3257318 11.3827238 10.1934962 12.0376230 10.2713275 6.7288538 NA 8.1863267 10.8005884 10.1506047 8.7502276 2.6627752 11.3448814 8.9370418 6.7712887 9.6381350 11.7016836 8.3562517 10.7351206 10.5964553 6.3066213 NA 7.5776479 11.5570772 8.3469290 9.4776142 8.4808140 10.9535515 6.9906917 10.1837107 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 0.489 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 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 16-10-2014 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 50.48.0 1 5 3 NA 1 1 2 2 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 1.24849e-06 5.202042e-07 5.9536494 6.3784024 NA 9.5450971 9.0218719 2.6186615 8.2145173 10.4469470 11.7621655 9.7785376 9.9132871 11.0226466 10.5912545 8.0570803 -0.8408875 10.0921876 6.4071624 10.6150755 6.5429390 4.8596764 10.9385436 9.9463210 8.0661253 10.9459127 0.1592417 0.1592417 8.5145859 16.6921613 10.9593256 7.8837485 9.9057489 9.8760541 5.1592336 9.6570865 10.2179029 8.0449312 10.0411133 0.1592417 3.2466969 9.8683185 10.8747677 2.3291523 NA 7.4118999 12.3622767 11.6699988 7.9857833 9.0265135 9.8777676 11.7250508 10.1464987 8.6749344 NA NA 8.9873712 10.6155891 8.6788709 7.5123818 8.4213294 2.6186615 9.9722142 6.4901513 7.5770874 4.5854974 7.8210131 2.7442042 10.9885610 9.7041992 8.4561507 NA 1.7442042 8.9889573 8.8956365 10.2090833 8.7849436 7.0047250 12.2890007 2.6676651 11.5233693 9.5331874 8.8387148 10.9885610 5.1816035 7.4630150 10.3856468 5.4811633 1.7442042 11.6771501 10.4457924 12.3396101 9.8492326 5.1816035 0.1592417 7.8665940 10.8833221 10.1286212 8.5057484 1.7442042 10.7762429 9.1379451 4.0661236 10.4675737 11.3723389 8.9323739 10.1940336 10.0766068 2.7442042 1.4811439 7.0234206 10.7286156 8.5364450 9.6011414 6.1134317 10.3607460 7.5980264 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 -0.798 -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 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 16-10-2014 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 1 NA 4 2 2 2 2 3 NA NA 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.635701e-06 9.363676e-07 7.8254861 5.8847615 5.3240473 8.4919665 10.6237127 5.0682065 9.4635981 10.5212635 10.7957220 7.9416979 10.1249467 10.5325250 10.7270588 9.3036150 NA 10.2212872 7.7094781 10.3536101 8.2967396 7.2921375 10.9617585 9.8976939 7.1968755 10.7269565 0.5870769 3.4615548 9.3922876 16.0985971 9.4666644 7.9387568 9.4072601 10.4778521 5.3596723 10.0902444 10.8976940 7.7669906 10.3552655 0.5870769 3.1720394 10.6977820 10.9243315 4.5256805 NA 8.4220791 11.7912448 12.0293336 8.7112027 8.7368284 7.6638968 11.4125701 8.4778521 8.5833194 0.5870769 NA 8.0975160 9.6956057 9.7223630 8.1467769 8.6369298 3.0895829 9.7570062 6.2689059 7.4737942 4.2875240 10.6956057 4.0895829 10.2060785 9.7519882 9.5207719 0.5870769 -0.9979816 9.1014665 13.0513717 6.5643614 8.0077432 5.5099143 12.5617348 4.1931251 12.4065950 9.2630382 9.4262851 10.4414302 3.1720394 7.9239597 10.6598837 9.4758244 5.2115730 11.3464146 10.7227905 11.9437166 10.0147433 7.3987232 2.0021264 9.1782919 11.0967408 9.8421097 5.3419680 4.1720474 10.8957994 8.0948758 6.6967895 9.6999550 11.2027108 8.9269314 11.3925564 10.0802695 3.8094762 NA 6.4283836 11.7734018 8.2990349 9.3901361 7.5833190 10.6540673 7.3508473 11.1381486 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 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 16-10-2014 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 1.872735e-06 5.202042e-07 6.7273800 7.4297649 7.2432178 9.1717770 10.2287628 5.3374328 6.3038812 10.7544125 9.7976182 7.8602738 10.3389868 10.7273795 10.0250601 8.2586240 NA 10.0768839 6.8602738 8.6774878 5.9279130 6.0941622 10.9736409 10.4714462 7.8916689 10.1221236 NA 2.7018373 9.9347792 15.4155378 9.5766062 8.1328945 10.1100226 8.2564333 5.1424175 9.6376409 10.2547879 9.0568810 9.6291992 NA 3.9388880 10.2835830 10.8274424 2.8013863 NA 8.1160767 12.2608117 11.8004406 7.2387859 9.5766062 8.4850766 9.8377369 8.7066670 8.6477063 -0.1054732 NA 7.8602738 10.5752886 9.7847538 6.5238458 7.5809904 3.1424134 10.0972256 5.4643448 5.7648530 4.8252259 10.3818271 2.9819440 10.4981159 9.6856523 8.3681952 -0.1054732 6.0237721 9.9306631 9.0069291 6.8602738 9.1184913 4.8717697 12.7799953 5.3417367 12.1444918 9.2953690 8.8028821 7.1659521 7.6359568 8.7178567 11.4543446 9.8667513 4.7018429 12.1576120 10.3353588 12.4357072 10.4911452 6.8311273 -0.1054732 10.0799844 10.6598999 9.9175508 6.7018443 6.4258705 10.7138703 8.9402493 6.7710061 10.1112353 10.4676633 9.1589320 12.0313205 10.1896845 4.0644173 NA 7.2432178 12.3960780 7.6659789 9.3953315 9.4671898 10.7030515 8.0314807 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 -0.289 -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 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 16-10-2014 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 50.48.0 2 4 2 NA NA NA 3 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 6 0 0 0 0 0 1.421892e-06 6.242451e-07 8.9657843 8.0357080 8.0294899 8.4715374 9.1432883 5.7292101 6.7595833 10.3122530 9.5529163 6.5055385 10.3865097 10.6175649 9.9924045 7.9851930 NA 9.7368638 7.7098965 9.1830500 8.1229884 6.6175644 10.6386566 11.9930039 6.6503553 10.5333110 -0.8254657 6.7060028 9.9730932 15.3884471 11.0051366 7.5010506 10.2909654 7.2726531 2.4965390 9.8229790 10.3693783 8.1404055 10.0434439 NA 1.4965646 10.2811844 10.9967938 NA NA 9.9394930 11.3635192 10.7084378 7.6544019 9.3013259 8.1259063 10.4772603 7.6462966 8.5077768 3.4225425 NA 7.9979884 9.3594968 8.8974289 7.2080441 6.7060028 2.9819805 9.4920340 2.6340588 5.4034416 7.1346235 10.5561643 5.9819759 9.9811710 10.4154127 8.7874899 0.1746621 3.5669369 9.4726839 7.3742936 8.6008863 8.1023994 4.6664726 12.6462966 3.2031855 12.3216673 10.0739783 9.3495471 6.2514370 5.8039787 7.2514370 11.3051919 9.1928215 3.8184825 10.9494084 10.0114607 11.2484282 10.6804329 7.6503546 1.7595820 7.7368639 11.3375697 9.4460844 5.6340530 8.4101329 10.2700184 6.1858487 7.3949034 9.3755200 10.7171697 9.5010510 11.8130573 10.0587919 5.4965486 NA 5.3445480 12.5584607 7.1112598 9.5010510 9.0279309 10.0934846 6.8470473 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 0.127 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 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 1 701 701 kidney stage ii t2 n0 m0 16-10-2014 female 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 1 NA 5 2 1 3 1 1 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 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 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 8.0864913 8.3683847 7.5300981 9.5053203 10.6508052 5.9495956 8.1430750 11.3716598 11.2191547 7.9277229 10.2452364 10.1408828 11.9542837 9.5183252 -0.2202780 9.5902418 6.8313326 11.4287765 7.5934509 7.7163078 11.4284770 11.8005343 8.2308812 10.3380875 NA 1.1947175 11.6809141 15.7767466 8.3758596 7.2198471 10.2785193 7.7721364 2.7796800 9.7744949 10.5140974 9.1459922 9.8034243 NA 5.2281299 10.4229250 11.0132897 -0.8054086 NA 9.2728584 12.5367822 10.2937265 8.1819717 10.1830372 8.8750671 11.7078183 9.8838320 8.9801601 -0.2202780 -0.8054086 8.7880987 10.3633796 10.4319175 7.6314194 7.2715228 3.1947017 10.7145895 5.2170756 7.4661703 6.3032328 9.0819281 4.3239897 11.0176766 9.5913123 10.0857318 -1.8054086 8.4777959 10.1023494 8.2940555 7.3084501 9.2781869 6.2768558 12.4052267 3.2830180 11.0070855 9.9179419 9.0948196 9.6035679 6.8204164 8.2567536 11.6121645 9.8886300 4.6209734 11.2066336 10.2305376 12.2247711 10.0978362 7.1947076 -1.8054086 10.3431842 10.7161828 10.5486814 8.1372222 3.3646285 11.1060995 9.2169505 6.5310352 9.7406374 11.6207102 8.8627062 11.4269785 10.2748588 4.1254445 -1.8054086 7.9003397 12.3442959 8.9344882 9.9128123 8.9209257 11.2288187 7.1075969 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 -0.41 -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 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 16-10-2014 female 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 64.44.0 NA NA 1 NA 4 2 2 2 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 1.387211e-06 4.161634e-07 7.4344364 8.6290334 7.3036876 9.6504908 9.9640997 5.9131503 6.1535845 10.9922355 10.5712890 8.7490545 9.9753305 10.7803822 10.4220136 8.1614725 NA 9.5350136 6.7385463 10.0617400 6.1724435 6.1972108 11.0872233 11.6717717 7.6627688 10.2653003 NA 2.4081684 11.2288994 16.0502554 9.6089838 7.7511470 10.2558595 8.9363240 4.5495152 9.5337987 10.2918787 8.2821442 9.5099013 NA 4.1280459 10.3104437 11.0575191 2.7801211 4.3867834 7.5874813 12.2532783 12.2348927 7.8962337 9.7427593 8.9536895 11.1250272 9.6683158 8.9047174 0.3206580 -1.6794576 8.1693172 10.8170490 9.3444488 7.2275851 7.9317191 3.6782410 9.9009530 4.1020534 8.0452081 5.9354032 8.3596134 4.3206941 10.6738413 9.4999816 8.6426225 -0.6792265 1.3207157 9.6984472 13.0093272 5.3650871 9.2936742 4.6244753 12.3676479 4.0888794 11.5457512 9.7744795 8.9224652 10.5701043 4.7469576 8.2455071 11.2512470 9.8971788 3.4081548 11.7159608 9.9953281 11.9060091 10.3097341 6.9609391 -1.6794576 8.6683159 10.6735379 9.7527143 8.3277215 2.9056590 10.7870259 9.2864570 5.8205415 9.6995312 10.9777896 8.6313073 10.9663529 10.1837191 5.1408727 NA 7.3178738 11.6656838 7.8363944 9.6782464 8.0228671 10.4154320 7.4134519 9.9997347 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 0.484 -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 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 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 2 NA 2 1 3 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.080817e-07 3.121225e-07 9.80098982 9.42685031 4.66071759 8.94142357 9.41409958 6.27252155 7.86852318 11.35233872 11.39514144 8.47386685 10.33871054 10.06651871 10.65180075 8.42983436 NA 9.80960641 7.30538691 10.62145420 6.06555939 6.16202268 11.27439079 12.85533621 7.81017894 10.48323637 2.75890009 2.75890009 10.41409958 15.79977394 9.11737609 7.09217149 9.83233529 7.72771697 2.21141721 9.78651354 10.66515610 8.87729303 10.04867473 -0.48903808 4.48825148 10.38672032 10.76126931 -1.48883561 NA 8.30538691 12.62235118 10.88329189 8.27915507 10.31389113 7.99075126 11.11991878 9.10716057 9.01578996 -1.48883561 -1.48883561 8.84300742 11.01479665 8.67336244 8.03060700 7.71064322 6.09593286 10.34741586 3.75890009 7.61687961 5.08082818 9.31913061 5.85969877 10.82300302 9.89143195 9.95287765 0.09599191 1.31834577 10.10062213 6.38748834 7.35646077 9.15031164 5.96218113 12.23078753 1.59163155 11.36642347 9.66894932 9.71125656 9.16381595 7.58778652 7.85082067 10.97065870 6.58778652 2.68088692 11.12797917 10.16962867 11.65833490 9.95650321 6.91185094 0.09599191 7.84859290 11.02109963 10.56625339 8.62341039 4.00282851 11.38729603 10.48920593 6.78313445 9.73497257 12.21043495 8.95495062 11.08910774 10.36739651 4.36894990 -1.48883561 7.85969939 11.90623729 9.22950381 10.09593338 7.60108363 10.15076389 7.14032774 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 -0.261 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 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 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 3 NA 4 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 1.005728e-06 3.468028e-07 7.0944884 7.8375434 -1.2761357 9.5778903 8.4207687 4.2156553 6.3162580 10.1374291 10.7709251 9.3595192 9.6056799 11.3066488 10.0580744 8.1331921 NA 9.7089314 6.3385118 9.3190586 7.4449006 5.5182172 10.9905877 10.9117717 7.4483154 10.3228073 NA 0.7237770 9.1278783 16.1667203 10.4957033 7.5972451 10.5427827 8.5535237 4.3385100 9.0218636 9.9246997 8.0207172 9.6939070 NA 6.5566915 9.9788297 11.2303567 8.4919853 NA 8.2493221 12.0162666 12.0540178 7.0138195 9.0791522 9.9246997 10.3499664 8.6231579 9.0195702 NA NA 8.7053684 10.9672727 9.0092033 6.6663163 8.3329800 3.2473655 10.0264400 6.5375818 6.1995349 0.7237770 9.4302972 3.5817851 10.5331673 10.1241469 7.5375826 -0.2761357 4.0092038 9.1924252 6.3676576 6.0725303 8.9870704 4.8323280 12.8807532 2.1419886 11.7966037 9.3302063 8.3909127 11.4463953 9.1448140 7.1667446 10.7979426 6.9905873 0.7237770 11.9470487 9.7188616 11.9038657 10.3026455 5.8006178 NA 7.0184216 10.6883658 9.4736706 8.6560158 0.7237770 10.3935720 9.1458659 5.2992630 9.9645924 11.1220104 9.8899642 11.2542075 9.4172882 8.3891903 -1.2761357 8.0115135 11.1445509 7.2315956 9.0912159 7.1995349 9.9981793 5.7461676 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 0.000 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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 3 NA NA NA 3 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9.1634479 9.5251518 NA NA 8.7461357 10.7555365 8.9731667 7.2272819 7.0234095 4.1546561 9.6775340 3.1546480 7.8035196 8.0925716 8.9118626 4.6971789 10.9028468 9.6645150 8.8097569 0.2161134 3.1546480 9.5477180 7.3453378 6.1546541 9.1673391 5.0061319 11.9229821 1.9501324 11.3026330 10.2451898 9.0925714 6.0573571 8.4448733 8.0126352 11.2574855 9.2347183 3.2749474 11.5150717 9.8326033 12.3061669 10.4769741 7.5794593 NA 8.4480758 10.5881359 9.8209166 8.9417047 0.6310577 10.4975982 9.1408471 6.0234084 9.8490497 10.7849606 9.2776508 11.3974138 9.8706905 5.3167504 3.2749474 7.7782966 11.5313928 7.9642473 9.8405454 9.2216789 10.6778750 7.3281983 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 0.418 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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 2 2 NA NA 1 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 5.65123543 7.05889333 6.08818825 9.01094037 9.44520940 5.42884253 5.96726315 10.95439518 9.78862764 6.99459556 10.32808034 10.72768778 10.95290298 8.80691432 NA 10.15892255 8.13981378 8.88514878 5.83526724 4.97512572 11.08160294 9.66405985 7.88827506 10.47144945 1.03653850 -0.54835367 9.43669385 15.93792706 11.21394540 8.06074186 10.20478008 11.88514882 3.09541812 9.45085885 10.34978689 9.42812752 9.97512529 NA 1.62147756 10.45859066 10.78751197 -1.54835367 -1.54835367 10.39883506 12.53138146 12.09958382 7.47115412 9.35167536 8.22635053 10.57018008 8.40866559 8.85883113 1.62147756 NA 8.54167590 11.28623193 10.71277683 7.00998421 6.55485128 3.09541812 9.79752292 4.64138996 6.21974742 6.85244337 9.30409299 3.25891083 11.27870754 9.52034170 7.53104843 -1.54835367 2.25891083 9.65918783 6.89450737 11.45946666 8.51899771 8.52570480 12.68593176 4.40552953 12.10126866 9.14243437 9.27890612 9.61647037 9.94541882 8.64015237 11.62695696 11.61804034 4.06627005 10.81021461 10.32308359 12.19786776 9.94791785 7.84388086 0.03646817 9.40430454 10.49805645 10.60606509 8.74847968 2.77349003 10.75191590 8.83628237 5.56008822 10.21809227 11.61913832 9.13981378 12.34505451 10.72419313 5.28077819 0.03646817 6.42884253 12.03640848 7.10261509 9.54761968 7.31265065 11.00782992 7.35845429 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 0.468 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 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 16-10-2014 female 2001 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 1 NA 1 1 2 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.8143908 8.5282646 2.0643655 9.5110762 9.1196513 4.1284996 8.5922014 10.8717238 11.4741435 9.3879355 9.8717237 10.7704724 10.0499520 8.6161643 -1.3951696 9.9308047 7.4090684 10.7626000 5.5356735 5.7444894 11.1631187 11.1530366 8.0987927 10.3805228 0.9268344 2.6049490 11.6305959 15.9710032 10.4826048 8.2104166 10.0004713 11.0442487 6.8717242 9.5922012 10.4492507 8.8107304 9.8379576 -0.3949798 3.1284914 10.2173450 10.7062563 5.2631471 -1.3951696 6.8095083 12.0588508 12.2115738 8.2738222 9.6656331 8.0100788 11.3981341 9.9464560 9.3522911 NA NA 8.6077523 10.9799767 8.5430465 7.6950494 8.8646805 4.5118285 9.7115001 5.8046086 7.9336122 1.9268724 8.7761139 4.1284996 11.1045340 9.6750582 9.1196513 -1.3951696 2.0643655 9.1284991 12.3207920 5.3191844 9.2094904 6.2631490 11.9988639 2.4826934 11.5091955 10.5084425 9.0633438 10.0847175 1.7748819 8.4829882 11.2157314 9.5080659 3.1899036 11.8046095 9.9058617 11.9551858 10.3518713 5.4875796 3.6493280 8.0705036 10.5466047 10.1445808 8.2826566 2.0643655 10.6777397 9.9797484 5.8528653 10.1866085 10.5689170 9.0248972 10.2577822 9.8623251 5.0273399 NA 7.7212811 11.2740437 8.7848462 10.0997928 6.2342944 10.0364348 8.2196472 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 -0.744 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 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 16-10-2014 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 2 NA 2 2 3 3 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 4 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 4 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 1.595293e-06 3.468028e-07 6.2500122 10.2614886 -1.2419527 9.3108288 10.2293269 5.1675506 7.8429681 11.1638332 10.9293366 9.1749574 10.1402434 10.0325380 11.4620634 7.9479846 -1.2419527 10.1079939 7.4655191 11.5000481 7.4655191 5.6285257 11.2219396 10.4033679 7.9504527 10.5338812 -0.2417821 4.3431235 12.4254932 16.0960169 8.7239442 6.8561914 11.0022263 5.5910510 1.3431235 9.6755319 10.4830999 9.9467487 9.9262051 1.3431235 4.7581592 10.5029937 11.9042511 -1.2419527 2.3431235 11.2624823 12.6191498 10.1222944 8.2500127 9.5926308 10.3552813 12.0306438 9.9959672 9.2359180 0.7581326 -0.2417821 9.0307896 10.4848038 11.7395487 8.3984047 8.3984047 3.5130485 10.2992565 7.3617859 8.0481784 4.0800863 8.8107278 3.2817279 10.8188558 10.2634752 9.0710429 -1.2419527 9.5329469 9.7832993 13.2667593 6.9129779 9.2718874 5.4860804 12.8657039 2.7030121 11.0258243 9.2748447 8.4393983 10.4261583 9.3384184 7.3728694 10.8522375 9.8114070 4.2817205 10.8439642 10.3952374 12.1130979 9.9243229 8.6484241 NA 11.2968337 11.0670307 10.0476025 8.0868347 3.3383103 11.3975005 9.8376446 5.2714929 9.3617861 10.8871208 8.6331413 10.7905500 10.0744413 4.8242485 -1.2419527 7.8134420 11.6599695 8.6067827 9.3213561 8.5329469 11.9564514 6.7065264 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 -0.869 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 16-10-2014 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 1 NA 1 3 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 7.3826871 6.9463683 5.5678557 9.2001252 10.1478928 4.1788182 9.5228991 10.9561091 10.8168194 9.4094641 10.1653339 10.4942877 11.1506318 9.3993657 NA 10.0356106 8.1550039 10.5719496 5.9260492 5.4158533 11.2431083 10.7584000 7.9688914 10.6798669 3.1788102 1.3714473 7.7231353 16.5938458 9.3695799 7.4834643 9.8659819 10.5190887 0.3715031 10.1985377 10.9384650 8.7348644 10.5653956 0.3715031 4.7172322 10.5392959 10.6744793 0.7865127 -0.2135709 8.7991216 12.1359166 12.1817635 9.0799687 9.0008164 9.1307932 11.7222148 9.4869370 8.4869368 NA NA 8.6050794 10.4964426 8.5041735 8.4973038 9.7998199 3.0344270 9.8130207 7.9132018 9.5161180 2.2459215 9.5711320 3.3714613 10.6174084 9.9576739 9.5084508 NA 1.5938318 9.1319025 11.6296331 6.6752401 8.1263472 6.5279649 12.8011280 2.4315160 11.8830476 10.1506319 8.7709156 10.4540523 0.7865127 8.4817256 10.6209682 10.8281563 3.9157790 11.3632177 10.5093047 11.9471565 9.8865024 8.1766663 2.5938557 9.5186646 11.0026974 10.0491793 8.2863429 4.0718999 11.0353143 8.5925150 5.9564215 9.8171643 10.5033166 8.5727669 10.5509541 10.3854801 4.3410891 NA 7.0579603 11.3651057 8.3733372 9.9626703 8.1218873 11.0435903 6.9311559 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 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 16-10-2014 male 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 1 NA 1 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 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 1.421892e-06 2.080817e-07 6.8755307 8.4269406 -0.4418303 9.2082724 9.6809462 6.0738181 6.9024137 10.6292453 10.5318156 8.6389358 9.9455970 10.8684469 10.5598782 9.1682203 -1.4418303 9.9073994 7.1165384 10.2060263 5.8979689 6.7821202 10.7482515 11.3519247 7.6874009 10.3113099 -1.4418303 2.8060559 9.5853331 16.6494193 9.7911386 7.7577907 9.9189653 7.7626896 3.9843797 9.3743018 9.9759707 8.0659126 9.4851553 0.5580717 5.9759717 10.1016334 10.5257047 -0.4418303 4.7280457 7.6744621 11.8291434 11.4523675 7.7821196 9.2775071 7.4407612 10.2957881 8.7590166 8.3378377 0.1431322 NA 8.1874748 10.4369354 9.7429935 6.1355472 7.0216430 2.7280511 9.2091699 5.2723629 8.7977166 6.0895003 8.5310980 3.5581207 10.8735508 9.2766511 8.3751020 -1.4418303 0.8800194 9.5581182 10.1589603 6.6666430 9.3830770 3.7675701 12.3357845 3.0709732 12.1866776 9.3320815 8.8481372 7.4799589 9.7116702 8.5567087 11.0948511 9.8687309 4.8979664 11.7914383 10.1035653 12.2357277 9.8481370 6.7027767 2.7280511 9.4873766 11.0323108 9.8901547 7.7305455 2.6455864 9.9722749 8.4145436 5.8950263 10.2502977 11.0715991 8.8834238 11.9086430 9.9288056 5.0315805 NA 6.3910081 11.8006969 7.4888556 9.2877389 8.6770593 10.3674844 7.3196694 9.9927465 0.51228000 0.51228000 0.52258000 -0.00553750 0.01544700 0.05281000 -0.00249380 -0.01670400 -0.02520900 -0.02024200 -0.04232600 -0.00954050 0.01098200 0.00832840 -0.54613000 -0.00060867 -0.54108000 -0.54108000 -0.54108000 -0.54108000 -0.54108000 -0.00553750 -0.00013862 -0.00249380 0.00291330 0.00291330 -0.54348000 0.00014434 0.00083195 0.000 -0.519 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.019 0.523 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.519 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 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 16-10-2014 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american hispanic or latino 64.44.0 NA NA 1 NA 1 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 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 4.855239e-07 8.94062545 8.79623563 0.33890927 9.49998656 10.02797910 5.33885580 8.84168636 11.23139749 11.44705243 8.76511932 10.20458802 10.61235895 10.55802325 9.46684896 NA 9.80544095 7.52867914 10.38904349 5.94618577 6.50376215 11.58500148 11.77426452 8.25024677 10.48779201 1.14619901 0.92379573 10.97909961 15.67236822 10.30138930 7.29013960 10.00906831 10.09039881 4.33885224 9.83820237 10.65993722 8.24574521 9.97683803 -0.66109073 3.09374608 10.26218213 10.57337282 4.17174325 NA 7.70079827 12.58455593 11.97479948 8.05824343 9.78283428 7.77764656 11.49951402 10.10786595 9.17490497 -0.66109073 -0.07612823 8.69089824 10.98518838 10.01965369 7.63577108 7.56767321 4.91507626 10.09624472 7.17490472 8.97366580 4.87801412 7.93131194 4.36122093 11.31362776 9.44868542 9.99169969 NA 1.33885224 9.94016117 9.08956171 9.12757293 9.36537803 6.39413682 11.87570896 2.66725634 11.19391783 10.10903950 9.64833098 10.09248932 9.36191593 8.80442114 11.04750751 7.87607302 3.14621531 11.46733242 10.17648260 12.09739023 9.25771783 6.30463881 0.92379573 8.87023617 10.91170649 10.49904122 8.42366304 4.24574664 10.76197060 10.07390296 5.71693330 9.87558764 11.80875085 8.21690539 11.27162310 9.98361229 3.58677675 NA 8.11528768 12.07673578 9.09707796 10.07863532 7.84466623 10.89512120 7.41855260 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 -0.533 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 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 16-10-2014 male 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 64.44.0 NA NA 3 NA 3 1 2 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 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.144449e-06 4.855239e-07 8.0702342 8.0436704 5.4536723 9.3726189 10.0665280 4.4836288 8.4934732 10.6780451 10.8768838 9.1067804 10.4359081 10.4919391 10.2831956 9.2230595 NA 10.3140865 8.1361514 10.3358023 6.3217063 7.0685881 10.9646785 11.8619947 7.6946803 10.5430182 0.8787646 3.4230806 8.8242075 16.0505463 9.7486144 7.1266911 10.2297027 9.2732261 4.3161675 9.8946432 10.8750016 8.2156417 10.5144816 -1.7060410 5.3381962 10.4520951 10.5841079 2.3812557 NA 8.1595343 12.1558571 12.1593410 8.9367551 9.2782194 7.3571957 11.1095845 8.7232077 8.9484370 NA -1.7060410 8.1408584 10.6317016 8.4971489 8.3161688 9.4422775 4.1958751 10.0127620 5.7856552 8.2994256 3.6157341 9.2044437 4.4836288 10.6342075 10.1447691 9.9475418 -0.1212354 -0.7062764 9.2916862 8.8881256 6.5838199 8.7916529 6.6989421 12.1982475 2.5523279 11.5325043 9.1595343 9.3712844 11.3393901 8.4885580 7.7179670 10.9961901 9.7552805 3.7856552 11.1724268 10.1119837 11.7547688 9.3852365 7.1946682 NA 8.4384592 10.8520041 9.9728413 8.4995944 1.8787646 11.2008794 9.2267539 6.9872879 9.6882638 10.8390068 8.9942408 10.8848558 10.1502266 3.7856552 1.9942539 7.4983722 11.4934734 8.6731794 9.5075128 7.5998630 10.7134979 6.9448526 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 -0.551 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 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 16-10-2014 male 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 1 NA 4 2 1 2 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 6.1954618 7.3441832 5.7852733 9.4349284 10.3666013 4.6535703 7.8140332 10.7934209 10.6921649 9.2656783 10.3003920 10.1692685 10.1444785 8.8914113 -1.4340130 10.7350912 8.0837750 10.7876929 6.2243182 6.3670058 11.1178140 9.8104696 8.1264386 10.2135688 1.3734533 1.1510795 10.5572733 15.8335600 9.9269528 8.2491002 9.9611044 9.8647413 3.5202965 9.3441829 10.3003920 9.3918596 9.9541232 0.5660845 6.9923708 10.6419192 11.2164845 4.7360311 NA 8.1397529 11.9951202 11.5863913 8.7082128 8.9797339 7.8676018 10.6332040 9.0539460 8.7497411 -1.4340130 NA 8.3092571 10.0357476 9.8027180 7.4426226 8.1641582 2.3124328 9.7682297 5.5433845 8.1473062 4.4968458 8.8891605 3.9584251 10.8140333 9.7410314 9.3814891 NA 3.0896676 9.7190244 11.6947446 9.5540804 8.9562748 5.3075742 12.1641583 2.6157459 11.0385428 9.8849706 8.9807911 10.4240868 9.5569189 9.2000092 11.1302553 10.4123797 4.1206920 11.3960267 10.0639576 12.0314171 9.9749663 7.3109399 NA 9.2009167 10.6489567 10.1571606 6.6482555 6.1050327 10.7910119 9.8383682 5.9244491 10.4314525 11.0521866 8.9137272 11.7193412 10.4559899 4.9059574 NA 6.9965582 11.9460256 8.6213882 9.6941001 8.0377808 11.2276612 7.7310128 10.4737477 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 0.667 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 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 16-10-2014 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 2 NA 4 3 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 4.6828486 5.2353901 0.7759355 8.4377379 8.9731764 0.7759355 7.6151632 9.9078166 8.3228543 7.3906694 10.9483872 11.4724926 9.5961387 6.7417434 NA 11.2896873 8.6768266 10.4737960 4.1682810 5.4198153 11.2131916 10.0227003 7.9558690 10.5439620 -0.2239803 1.7759776 1.3609261 13.0804537 8.5540370 8.8093826 9.6277088 4.0238852 3.2353901 10.3980116 12.3436782 8.4053164 11.5949413 -0.2239803 4.0978889 11.3581017 10.2240760 NA NA 7.4483848 11.2688144 12.0029739 9.9682525 11.9832792 8.1553379 10.6828503 7.9206178 10.1246879 2.9458886 9.1046347 8.4412955 10.5881371 10.4492688 9.1531702 7.2271712 2.3609261 9.6933319 7.7703130 -0.2239803 5.7759592 11.8571103 3.0978804 10.0613620 10.7660637 7.0705804 -0.2239803 3.3609261 8.6888489 7.0047789 9.4850436 7.4125842 4.8634231 9.9295117 6.3847682 14.1235119 11.9799194 11.3721495 2.3609261 7.5573197 9.0774559 10.1280031 8.3305485 2.3609261 8.5375108 11.1650533 10.8581088 10.6813467 5.7759592 -0.2239803 8.9155110 11.6148721 9.6858527 5.9458839 NA 11.0227004 5.7532408 5.6586028 9.4571982 7.9257069 9.6768266 9.4162047 9.3209242 3.9458886 NA 5.0978889 9.8554446 8.0047783 9.6230171 5.4483856 10.6017136 5.4198153 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 -0.831 -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 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 16-10-2014 female 2003 450 NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 1 NA 1 3 2 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.5121629 8.5976589 0.6203987 9.1996949 10.4309507 5.6864669 9.3448928 10.6565527 11.1687193 8.7025280 10.0094726 10.2156365 11.1454104 8.7624860 NA 10.3216855 7.4212789 11.5969432 8.5060755 6.2202913 10.9149998 10.4540598 8.1202249 10.2950303 2.2053299 1.9423081 9.2785905 15.7086083 8.8941748 7.6316063 10.6147325 9.1634109 4.2053378 9.8953396 10.7726639 8.1162343 10.2378465 NA 2.6203753 10.5030221 11.1916576 2.7903133 NA 8.2387644 11.7525574 11.6172056 8.8273932 9.0859454 7.8587836 11.6496662 9.3499997 8.7852860 4.2053378 0.6203987 8.4437463 10.0695276 8.9867013 7.7953046 9.6496663 4.1439403 9.5658230 7.5091226 7.9867010 4.9057793 9.5919227 4.4277335 10.7282500 9.2240053 10.4212790 NA 2.6203753 9.2910353 9.7990439 9.3016174 8.4469274 6.5628942 12.5151968 3.4813377 11.9326948 10.2615276 9.1768850 10.4752475 6.6090635 8.1826213 11.3694104 8.0126966 4.2642362 11.0792982 10.0040834 12.1189790 10.0664284 7.2857148 3.9423081 8.3885633 10.5613973 10.2396819 6.8298318 2.4277402 10.7210414 8.4968961 6.0798112 10.3835914 11.2741198 9.4469276 10.9167218 9.8479950 4.6203811 -0.3796951 7.0040834 11.2029915 8.7650374 9.7445004 7.7852857 10.7438538 7.2277093 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 0.331 0.331 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 16-10-2014 female 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 2 NA 5 3 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 9.710479e-07 3.468028e-07 8.098370 7.114698 2.003854 9.644499 9.863214 5.889211 8.378892 10.696565 10.990642 9.215470 10.469192 11.053096 11.085114 9.328783 -1.166179 10.418890 7.950271 10.651710 6.641282 6.164845 11.056118 10.648109 7.861833 11.064923 -0.166017 3.740820 8.553316 15.138974 9.974118 7.588815 9.686457 8.758740 4.641280 9.612004 10.964176 7.894623 10.595063 -1.166179 2.155846 10.275315 10.777541 NA -0.166017 9.143404 11.714659 11.289255 8.688796 9.249669 8.208967 11.360916 8.560146 7.459637 3.921389 NA 8.998834 10.197515 9.011347 8.433840 11.153317 3.226246 9.718098 4.811209 8.088956 6.555026 10.249141 3.691914 10.674705 10.782295 9.803314 NA 7.100714 9.327783 7.506353 7.939836 8.511647 5.845154 12.161620 4.687923 12.445759 10.535667 9.158108 13.836435 8.537831 8.232671 11.186798 9.192579 5.448637 10.741569 10.371631 11.779188 10.220868 7.710444 1.418892 9.234807 11.542184 9.950921 7.605417 5.492138 11.025912 8.884755 6.542114 9.037275 11.252834 8.568637 10.880369 10.104807 3.418892 NA 6.260191 12.220733 7.864595 9.612004 7.859067 10.906060 6.555437 11.096316 -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 0.000 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 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 16-10-2014 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 3 NA 4 3 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4.508437e-07 6.6159018 7.1938782 1.6773053 9.6159022 7.4052232 3.4615678 5.3147328 10.1243859 9.5538195 6.4381148 9.8002745 11.2734924 10.7861175 6.3147328 -0.4926874 9.6126315 7.1548363 9.0932792 6.4673789 3.8649290 10.4889449 11.2728710 7.1476222 11.3363472 NA 6.8824168 7.1110042 15.5369561 6.1655884 7.8088741 11.8686361 9.5087860 4.5297460 9.5172062 10.5387343 8.0250471 9.4652052 NA 0.5074141 10.0002323 12.3436253 3.4142709 -1.4924844 8.1330867 12.1143611 9.3968817 6.9336423 9.1593262 8.6054099 10.1850973 8.8100166 9.0743831 2.3147255 -1.4924844 8.0131892 10.4225101 7.1938782 7.3434283 10.4832257 1.5073634 9.5449246 1.6773053 5.8111576 2.5948351 9.8202607 5.1512338 10.9642454 9.4277306 6.7409977 -0.4926874 2.2078304 8.9544610 8.3915482 4.0923428 8.1655889 4.4381132 12.4393155 3.1581431 11.8488965 9.8932401 9.2547315 11.1971573 7.2985401 6.5841929 11.0669938 10.4251227 2.5948351 12.7887282 10.3207580 11.7334888 11.1033344 9.0279964 NA 6.5734669 10.9179191 9.6615629 10.8154322 3.1197380 10.9427875 8.9218409 7.4875169 9.7052087 10.3738838 9.8959331 7.5761563 11.0899901 4.5948411 NA 6.6211200 10.9180940 6.5788406 9.4860880 7.2454700 8.3275567 6.8780656 11.3499245 -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 0.492 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 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 16-10-2014 female 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 1 NA NA NA 2 2 2 3 1 1 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.24849e-06 2.774423e-07 6.5097418 6.5050795 NA 10.5464998 9.2780110 2.8185847 8.9444233 10.5391087 11.2601403 9.3712485 9.9470033 11.2792059 11.2307964 8.2051603 -1.7666027 9.9025019 8.0617535 11.2677280 5.3210803 5.8034725 11.6843126 9.3290139 8.7214567 10.2878786 -0.7663573 1.8185643 8.4827301 13.7627729 10.7889250 6.7610938 10.0915979 10.1280557 6.4135264 9.9122171 10.6288832 7.9183654 9.9249241 0.2336427 5.9683258 10.3887514 9.9708641 5.7012219 NA 6.4624352 12.5249315 12.0473980 8.2642840 10.2371348 7.7824387 10.8871337 9.3947488 9.4600291 -0.1814766 NA 8.5667722 10.7850848 8.8810754 7.9183654 10.2963376 3.8185745 9.4594267 6.4430695 7.9717091 3.1878152 8.7194463 2.9340635 11.4366589 10.2215914 8.6817332 NA 2.4035404 9.1863582 15.0698398 5.6930492 9.3003789 6.0084040 10.6535771 4.9864974 11.5723532 9.8251393 9.1709906 11.3499608 8.9742408 8.0409719 11.3974238 8.0680877 1.9340635 11.9969330 10.0166151 11.8683145 9.9581307 6.7374421 0.2336427 7.6827657 10.8466328 10.1691502 7.7805116 0.5555217 10.9941289 9.5256107 4.2419317 10.4206596 11.7327153 7.8223312 10.7853251 9.6651145 3.8483275 1.6930520 7.8464852 11.4858388 8.4357407 10.4104133 7.4744085 9.2329123 7.2364323 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 -0.686 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 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 16-10-2014 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 1 NA 4 2 2 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 7 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 6 0 0 0 0 0 1.352531e-06 4.161634e-07 6.9622471 6.3328905 -0.2520541 9.2347631 11.1337904 4.2714929 10.2724698 10.7820392 10.9896133 9.0076712 10.3450495 10.1488075 11.0701379 9.9982264 NA 10.3962856 8.0076715 10.8726956 7.2437833 6.6667907 11.2678099 9.7479281 7.9791491 10.7561431 -0.2520541 4.0698568 9.8180489 16.1482071 9.3571068 7.6213721 9.8193904 9.8413456 5.2073580 10.3135062 10.9755440 7.3663135 10.7223426 1.0698396 6.4414154 10.8187198 10.6738533 2.4483724 3.0698568 7.6366710 11.7935171 11.8490830 9.3015572 8.1466715 7.4893952 11.0548441 8.3663135 8.7882178 1.5552763 NA 8.4535604 9.8841951 9.6933720 8.7165949 10.0794049 3.2969859 9.6128880 7.7165945 8.3571068 3.0698568 10.0082596 2.2073619 10.6503031 9.7158747 10.1789032 -1.2522259 2.7479244 9.0721085 13.7260128 6.4061404 8.2986748 5.7021256 12.7773878 4.4408592 12.1929429 9.9290802 8.9027462 10.5152849 6.3403842 7.9958553 11.1391716 9.5333805 4.1741907 10.8791420 10.6716270 11.8863598 9.8373785 7.7479278 4.3025165 8.4168131 10.9844625 10.0286988 5.3772834 7.0420894 10.8610190 7.9377528 6.6369146 10.0135431 11.2552272 9.1551957 11.2945814 9.8106487 4.5808208 -1.2522259 6.8668697 12.2878138 8.2537397 9.8314073 7.6875073 10.9610322 7.3101701 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 -0.724 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 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 16-10-2014 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 3 NA 2 2 3 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.109769e-06 3.814831e-07 8.16596418 8.12067853 -0.49410907 9.48967459 10.18368810 5.13532554 9.93851031 11.08363330 11.60564503 10.01326753 10.45177808 10.62296219 11.22021397 7.79137065 -1.49410907 10.28691833 7.88100809 10.27208328 6.74914270 6.17839396 11.42929595 11.19115529 8.28568796 10.21735154 0.09098889 2.96539644 9.25918514 14.94824786 8.26252477 7.36394987 12.66276260 7.03344503 4.28732453 10.10588128 10.85248223 8.67087538 10.33211971 0.82790030 0.09098889 10.53145418 10.75300593 2.50596713 NA 10.13076398 12.66386800 10.48967469 8.29387118 10.03148935 9.09374608 11.41229541 9.44701605 9.19858402 -1.49410907 NA 8.66078675 10.71785675 10.31774453 7.97357397 10.40758963 3.89415809 9.83352106 8.83912378 9.51089113 4.61449195 9.36394944 3.67589495 11.20184922 9.83576479 9.68774187 0.09098889 5.97357454 9.49961452 8.87338320 7.12435399 8.59475679 6.11329835 12.29845378 4.22898026 11.30180522 9.33806735 9.09655546 5.01376149 8.97967413 8.43670571 10.74765375 9.05286281 3.55035894 11.01549611 10.84219609 12.04063610 9.44554774 8.18192546 1.67590624 9.42334055 10.69951233 10.28075558 9.01574342 2.75390400 10.90791462 9.27895931 6.40683595 9.43448687 10.93694367 9.22962950 10.98372671 9.95356834 4.79026117 NA 7.79368068 12.41745408 8.99481276 10.54762768 7.98776766 12.20803291 8.27910770 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 0.483 -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 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 16-10-2014 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 3 NA 3 1 3 3 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 4 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.589254e-07 5.202042e-07 6.947650 9.261160 NA 9.434014 8.677252 6.383521 3.702347 9.606744 9.940419 6.328178 9.462748 10.582032 9.986470 6.937120 NA 9.362032 6.295574 9.021782 6.612547 4.092292 9.588355 11.371839 8.232380 9.227602 NA 4.129761 10.851740 13.948511 12.830560 8.129765 12.528234 7.379637 1.429321 8.800012 9.326162 9.853491 8.295574 -1.155534 1.166266 9.765459 11.475767 3.599246 NA 8.661346 11.521201 10.594232 6.551722 10.285232 9.894211 9.727006 9.095845 8.890122 1.429321 NA 8.473719 10.687498 9.675670 5.473719 5.336216 4.336219 9.196406 3.236676 5.166290 6.720879 9.818060 3.931825 10.973645 8.188659 7.379637 NA 3.367930 10.131498 8.558608 7.009270 10.004234 5.664543 11.464124 3.322044 11.596325 10.141130 8.911797 7.585829 9.250568 8.491821 11.898628 7.014287 3.303795 12.359816 9.135533 12.118741 10.980392 6.278990 -1.155534 8.622440 10.221410 8.913141 8.776577 4.129761 9.407559 8.406605 5.942395 10.437754 9.917165 9.314004 11.508143 9.813029 4.651718 NA 7.223741 12.196130 6.295574 9.250568 8.570581 9.815906 7.947650 10.466414 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 -0.207 -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 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 16-10-2014 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 1 NA 6 2 1 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 6.4271268 8.6212248 6.1654216 9.4254629 10.9303105 6.5420924 8.0165141 11.0012442 10.8940928 8.8342470 10.3956202 10.3179716 10.0308035 9.3184197 -0.3344253 9.9981708 7.2949313 10.4837574 5.8254473 6.7793175 11.0446823 11.3465935 7.6851658 10.2721882 -0.3344253 4.1891366 9.3049155 15.4134661 9.6277478 7.4921232 10.0792026 8.7543631 3.8354997 9.2848778 10.1979306 8.7370371 9.7708286 -0.3344253 7.2654875 10.1649224 10.4785543 0.6655747 NA 7.5204435 12.1506493 11.5626639 8.3202107 9.8646336 8.3538252 11.1964687 9.6277478 8.9863754 NA NA 8.3642796 10.3463738 10.2500675 7.3273532 7.3485697 1.9875028 10.0104254 3.3094382 8.2066715 5.1574278 8.3985902 3.9135022 11.0395274 9.6378366 9.6955521 NA 1.8355199 10.2848776 10.2057027 6.1891366 9.0749656 5.9135022 11.9275227 4.4247273 11.1832441 9.4162818 9.1483828 9.4761463 8.5047785 9.0427852 11.6515945 10.2935645 5.0578921 11.4244226 10.1758444 12.1340715 9.4713186 6.7845158 -0.3344253 9.2931086 10.3462991 10.1634265 7.4436522 2.7530482 10.6851655 8.8441151 6.3590625 9.9858112 11.5756553 8.8292245 12.0668543 10.1584293 6.1167868 NA 7.9276695 12.1333076 8.6976206 9.6535493 8.7858127 11.2437115 7.8943934 9.8967959 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 -0.421 -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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 64.44.0 NA NA NA NA 5 3 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 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 5.548845e-07 1.040408e-07 7.9265208 7.7159188 NA 9.0664716 10.7756058 5.8842682 7.5155595 11.2758649 10.0406785 7.4143952 10.5706708 10.0786463 10.0241773 8.7523030 NA 10.1621490 7.4489109 10.1853647 6.9817853 6.5445766 10.8766818 10.9556181 7.5761457 10.2669307 NA 3.9338464 10.4962990 15.1227231 8.7564426 7.5572868 10.6952219 6.9191541 3.8943230 9.6973766 10.4514664 8.9166898 9.9687608 NA 3.1838358 10.2809030 10.9720278 0.3094090 -1.2754370 9.7073905 11.9060151 9.7578200 8.1920023 10.1996236 7.2789855 10.7670823 8.4489109 8.4742665 0.7243883 NA 8.5349685 9.5604473 10.5561000 7.5978410 6.7467642 2.5317433 10.1950558 6.1756084 5.3093581 6.5636005 9.8012125 5.0994383 10.8220999 9.9917688 9.6580876 -1.2754370 1.8943327 10.3678022 7.6580879 8.8575391 9.0929033 5.3093581 12.8389527 4.4558532 11.6121887 9.3446168 9.5493557 8.1081010 6.7467642 8.9723245 11.7192807 9.0167186 4.9338511 11.3855070 10.3224494 11.7431187 10.3107676 8.2809030 0.3094090 9.8517464 10.8869487 10.1889426 4.5823754 4.6312848 11.0866147 8.2751435 6.7633160 9.6199721 10.9086524 8.8368365 11.8488414 10.9520129 4.7243993 NA 7.0463252 13.2292780 8.7796793 9.7425971 9.2282227 11.6501368 7.3861746 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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 1 NA 3 1 2 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 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 9.8573875 8.4647675 0.2231754 9.2090234 9.4228538 5.5924152 9.0811625 11.3373576 11.5265817 8.1947248 9.9847327 10.8072044 10.0639594 8.1908879 NA 10.1661847 7.8156388 10.6574623 6.7675025 5.4962003 11.4895777 11.9535101 7.9073456 10.4977072 1.6382129 0.6382129 10.1836661 15.5784294 9.6061657 7.3386588 9.5178022 9.4844928 4.6154987 9.9125972 11.0529042 8.5451097 10.1749519 1.2231754 5.6154987 10.4014313 10.5158866 2.5451035 NA 6.8081443 12.4458758 11.0853022 8.7519611 10.0230027 8.3576079 11.0602838 9.0219233 8.8131447 -0.3617871 -0.3617871 8.5085835 10.8828801 9.0749306 7.5865861 9.6368095 5.2648029 10.2104455 4.4455744 8.9166686 4.5451097 9.2820751 5.4962003 10.9559142 9.6564191 10.2090234 -1.3617871 -0.3617871 9.7069972 12.0084977 6.1773777 8.9236213 5.8573864 11.7637939 2.9109820 10.9811271 9.8249524 9.8825828 11.6277909 7.7441275 8.5851252 11.0348238 9.3601726 2.8081379 11.1549040 10.4154743 11.7589429 9.2584388 6.5085839 2.2231754 8.6647424 10.6558208 10.3809495 8.9488318 1.8081379 11.3697502 10.3075337 6.7039852 9.5383312 11.8482815 8.3299627 10.3481644 10.1778625 3.1617748 0.2231754 7.7597524 11.5535382 9.3805284 10.0235422 7.1966395 10.6176442 7.2381315 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 -0.109 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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 64.44.0 NA NA 1 NA 6 1 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 1.075089e-06 2.42762e-07 6.8260654 6.9204362 NA 9.9057931 10.5498562 5.5650488 8.3804403 11.0257612 10.8916030 9.2679655 10.2657976 10.7221549 10.1046400 8.8243835 NA 9.9465788 8.1673685 9.9873712 5.6510890 6.0119697 11.0898358 10.0045597 7.9956174 10.4734154 -0.9186604 2.4735532 10.3732662 15.3792141 10.0473771 7.1446277 10.9172825 8.4767665 4.8625902 9.2297088 10.3608427 8.4584427 9.8319391 -1.9186604 5.9141220 10.2423641 10.4834448 0.8886166 0.6662112 7.2156582 12.3842280 11.5814516 8.3244060 10.2676560 8.5549380 10.8354934 8.7624704 8.8226992 NA -1.9186604 8.5283154 10.6855537 10.1851756 7.6028325 9.4938020 2.2511434 10.4429018 6.9298549 7.4969736 4.6047949 9.1686949 3.4031586 10.9648301 10.2611413 9.6544060 NA 0.6662112 9.8905984 11.7040847 8.7250884 8.7510030 6.5770874 12.2749885 4.8692644 11.1905731 9.2467672 8.8031857 12.2496692 6.2105155 8.7545411 11.3306419 10.1516886 3.0354304 11.8878825 9.9157031 11.9918749 9.7712301 7.3267845 -1.9186604 9.0513381 10.7238096 10.1149993 8.2335171 5.9452331 10.8988155 9.1346014 5.3196360 9.8485890 11.7515564 8.1432781 11.7690452 9.8576652 4.0354304 -0.3338797 7.6586606 11.8294250 8.2845803 9.5498563 8.3255960 10.8438218 7.7376570 9.7860003 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 -0.414 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 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 16-10-2014 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 1 NA 5 2 2 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 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 7.5623073 6.9716654 4.4287655 9.5249820 11.1774223 4.9631042 9.1224941 10.8596519 10.9371080 8.4194087 10.3447492 10.4557194 10.7781052 9.2616568 -0.4291485 10.1055750 8.0240564 10.9433788 6.2289976 6.0383923 10.9899559 9.8910222 7.6314819 10.3413424 2.1557492 3.1557492 9.9431067 16.1835607 9.6622212 7.2918853 9.9321812 9.7990033 6.0219971 9.8751371 10.7519381 8.1688381 10.1576256 -0.4291485 4.6582458 10.5647856 10.5721940 2.7407117 0.5707544 7.5537790 12.0953275 11.9735314 8.8068000 9.3356574 7.8677019 11.6129581 9.1734845 8.3406237 -0.4291485 NA 8.2092218 9.9139716 9.5459172 8.0982627 8.8352284 3.6582458 10.0928768 6.4534287 7.9128606 2.3781509 9.6929666 3.6582458 10.6185913 9.8619564 10.1850355 -0.4291485 -0.4291485 9.3496842 10.9222772 6.8608052 8.6314816 6.1928372 12.4454790 3.9520726 11.6043808 9.5103650 10.3897673 10.2195927 8.1836542 9.0312416 11.2807312 9.0095776 4.5015219 11.4455750 10.3765296 11.9684604 10.1808878 7.2502662 0.5707544 9.2511453 11.0368010 10.1055750 7.7899542 2.8187074 10.9153591 8.3667279 6.3586881 9.9944270 11.4432683 8.7556611 11.6105616 10.0194184 4.4287655 NA 6.7256035 12.1502196 8.6832252 9.4851710 8.7704581 10.9796462 7.1595000 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 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 16-10-2014 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 3 NA 3 1 3 1 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 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 5.895648e-07 7.8372331 8.2650191 9.1574528 9.3944230 10.8063146 4.4363551 10.0337856 10.8429131 11.7217559 9.5193898 10.1744460 10.3082589 11.7700682 9.9019201 NA 10.1710633 8.3572027 12.0303673 7.9651332 6.0993184 11.1393921 10.2607822 8.4679401 10.2584571 4.4059787 9.0693488 8.3532284 15.4257778 10.0675308 7.5724903 11.0125231 9.1540302 5.5793129 10.2522706 10.5724904 8.3572027 10.4997488 0.4363751 6.7462093 10.4679401 10.7439341 4.3749560 5.0608429 7.3827727 11.9034498 11.3808218 8.8301016 9.9308760 7.2307698 11.3256041 9.3311716 9.0608445 0.8513593 -1.1484808 8.0632797 9.4069390 9.7492367 8.4325920 9.6261783 3.2450849 9.8506866 7.7093720 8.6179203 4.8513893 9.6874416 3.2437148 10.8186175 9.9670852 10.6441815 NA 6.6779395 9.3230665 11.6386817 6.2860199 8.1414103 6.5024436 12.6050258 4.0281094 11.8753188 10.3755068 9.8358096 10.4002131 8.8485707 7.7939056 11.2763448 9.8135643 4.4059787 10.8556117 10.3427433 12.1575953 9.7263726 7.5827103 2.1733194 9.6603554 10.9559933 10.2660765 7.1956872 3.0213198 10.8598199 9.7828453 6.8171755 9.8471584 10.8026760 8.9883822 11.1548866 9.8350975 3.0993120 -1.1484808 7.4807482 11.6380693 8.4752726 9.9909425 8.1778206 11.8066779 6.9909424 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 -0.105 -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 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 16-10-2014 female 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 64.44.0 NA NA 3 NA 2 3 3 3 3 1 NA NA 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6.9983749 5.7676945 4.1354282 9.4282092 8.6652485 3.5683848 9.6079152 9.9784063 10.8120723 6.9784062 11.1038064 11.4231399 12.0341801 9.2025931 NA 9.9594315 8.2165116 11.7914948 9.2973152 4.9220218 10.5845762 9.1444163 7.9246350 11.0952933 1.3984598 3.2729339 9.9853018 15.2900083 4.8358685 8.0637979 12.1931486 4.7676972 -1.1863932 10.1477727 11.3972874 9.9434263 11.6232676 0.3984598 3.8135042 11.0329705 11.5199955 -1.1863932 -1.1863932 7.9115316 12.2017859 10.0878776 10.3579810 7.5414196 8.8903151 12.7968494 8.8163146 7.3053522 1.3984598 NA 8.9834243 10.1218385 7.8849617 9.4779466 7.6558498 -0.1865574 9.2811050 2.2729190 7.8078527 6.3212950 10.6487604 3.2729339 9.9485674 12.3440277 11.3649674 -0.1865574 8.0965876 9.3063541 1.8134836 6.7022433 8.2079621 8.7936391 13.9335348 3.1519237 12.6311827 11.9909190 9.7516088 12.3512032 7.7850431 7.8134997 11.0575659 12.6807782 4.1710547 10.4286693 10.9220239 11.6892488 11.0208189 11.4357801 1.9834223 8.4555512 11.3480698 10.3904561 7.5345986 2.9009537 11.1936899 7.0471195 9.5286034 10.1494480 10.6776856 10.3458554 9.1012117 9.7914949 1.6208679 -1.1863932 5.6838649 11.4385233 9.3516884 9.1421745 6.4859243 11.1497271 7.2143794 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 -0.045 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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 3 NA 4 2 3 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 6.8836526 8.0604392 9.6334172 9.7246228 10.4283814 6.1242950 6.3058155 10.7401554 11.1164655 8.1383307 9.9674700 10.6910078 11.5219752 8.2606985 -1.3595642 9.5100726 6.7332364 10.2348034 6.6848734 5.1640421 10.7229606 11.6461034 8.4119685 10.1351394 1.2254600 7.6376581 11.8710998 14.7336075 9.5390803 7.9736342 11.3903483 6.5888465 2.5473758 8.7825858 9.8247343 9.3225956 9.0024227 NA 3.9258855 10.0672678 11.1864086 1.8104020 NA 8.0392223 12.0167399 10.4769238 7.1640410 10.8122811 7.3022569 10.3551536 9.4630496 9.4914469 0.6404358 NA 8.1738085 10.4820432 10.1378318 6.7279422 8.7761882 4.1640380 10.0693624 3.6404821 8.6971167 3.3409183 8.7658924 4.8499342 11.1524785 8.9680314 9.6127406 -1.3595642 0.2253983 10.2712010 4.9624056 7.9119420 9.5526197 6.7952968 12.2854617 3.7510888 10.8529752 10.4731750 9.7819473 7.9465408 8.0327962 7.8499324 11.9173302 10.0078936 3.5473635 11.8830575 9.5837263 12.2223855 9.9101900 7.7671834 0.2253983 9.3760349 10.3009651 10.5990315 9.1182372 2.6404821 10.4490409 9.0803096 6.6683844 10.0797904 10.9436888 8.9096054 10.8969824 9.7984572 4.7837081 NA 7.9049212 12.6075249 8.7914954 9.8692976 9.8590421 11.1645307 7.8129063 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 -0.237 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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 2 NA 2 3 3 3 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 7.282859e-07 3.468028e-07 8.0352087 9.7680040 NA 9.4916627 9.3964562 4.9462583 7.4487581 10.8728401 11.1754141 6.8615609 9.6012079 10.0270054 10.8856825 8.8207269 NA 9.2656528 7.4665146 10.6573663 3.9207220 7.3612955 10.7684513 13.7120020 7.8378821 10.4191732 2.1133671 4.2008339 8.2426511 14.4600548 8.3612955 7.4796897 10.8357485 7.7020826 -0.8865662 9.6072234 10.4703700 10.3678061 9.8556774 1.4353086 5.4884057 10.2656528 10.9998266 NA 0.1134338 7.0733693 12.5713900 8.7463632 8.4465234 11.1935192 9.2719777 11.0661092 9.1189924 8.7804794 2.9207316 NA 8.4775025 10.0631946 7.3421867 7.7280776 7.9399165 3.2832995 10.0992098 2.5727927 5.9335467 3.1133671 8.4753115 5.9588589 11.9405121 8.1794573 10.3475866 0.1134338 3.1133671 10.1398914 4.1133671 8.7151387 9.2452249 5.6525266 12.3716395 3.8450986 11.0726454 9.4045385 10.0477960 9.8865072 7.4796897 7.3565418 11.5658666 8.4397972 3.5728048 11.3923980 9.8947276 11.8563089 10.8319008 9.1454135 -0.8865662 9.1259925 10.6501008 10.2757593 6.2323096 3.7150697 10.7399896 8.8276136 6.3894928 10.0381804 12.4753117 9.3565420 8.4442848 10.2458676 4.6052217 0.1134338 7.9775541 12.1586157 9.1091351 9.7608264 7.3276874 11.1621953 7.0906481 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 -0.235 -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 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 16-10-2014 female 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 1 NA 5 2 1 2 2 1 NA NA 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 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 1 0 0 0 0 0 3.814831e-07 1.734014e-07 6.2075376 6.8756179 -1.1411437 9.2639506 11.7498334 6.1442116 9.6111899 11.1433442 10.9650449 8.4324563 10.5281372 10.2666081 11.3102779 9.7851052 -1.1411437 10.5518605 7.9906662 11.1969885 6.5170205 6.1067378 11.1450782 9.7391580 7.8700367 10.1304473 -0.1411437 3.5592471 9.7206716 15.0241284 7.8700367 7.4661393 9.9369600 9.6507861 3.5026616 9.7253155 10.8619757 8.4549988 10.4976976 NA 3.3823767 10.3012344 10.4721382 2.9462630 2.0287459 8.5713363 11.9578282 10.8364469 9.2861220 9.7337905 7.8756173 11.6323606 9.2108527 8.6335961 -1.1411437 NA 8.6286471 9.6813800 10.0412035 8.2403520 8.6450787 3.1067336 9.9052512 7.5730548 7.1986592 5.5453105 9.3294681 3.2511283 10.7716985 9.8418027 10.6548488 -1.1411437 2.7657045 10.2031051 10.1220784 9.2882160 8.8231500 6.0186809 12.0416691 3.9719298 11.4037737 9.8581046 8.9542062 10.4032907 8.6580908 8.4808609 11.6763925 9.3161901 6.0085564 11.7278246 10.4601157 12.3715497 9.6621332 7.9248986 NA 10.0554114 10.6931104 10.3238654 5.6916989 3.9814782 10.6984067 8.4954337 5.8811776 9.5833231 11.3747554 8.5276944 12.2804796 9.7589212 4.8588115 NA 7.6103531 12.2728337 8.9100182 9.6995872 8.7969186 11.4702952 7.1676028 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 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 16-10-2014 female 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA asian NA 64.44.0 NA 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6.81667650 12.63162649 11.86162022 8.61883696 11.15192615 9.54887045 11.42990396 10.05598205 9.83134604 -0.49614247 1.08875220 8.79956236 10.58027496 5.83471122 7.94466229 9.73681371 3.93005604 10.57726548 6.69855049 5.67371753 -0.49614247 9.93476844 7.58060907 11.67121149 10.99614727 7.76823594 -0.49614247 3.89610713 9.95139313 9.49460642 2.67371470 8.69608600 3.59126052 11.32037704 8.56304332 12.00910870 12.85016855 9.88533626 12.86902218 8.20942558 8.17267852 10.94102522 7.26866457 1.96321516 11.11988267 10.36643074 11.76808931 10.39671555 4.05838577 0.08882003 9.87011562 11.07030412 10.39671555 8.40918046 3.20423464 11.44429047 10.01405800 7.19029385 10.44813933 12.42088565 8.44777341 10.11204822 9.59919038 2.50378122 NA 7.47533704 11.19226223 8.95190975 10.81752669 7.44630752 8.60445575 7.40767481 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 -0.116 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 -0.116 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 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 1 NA 6 2 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.42762e-07 8.3559373 7.3678673 -0.3634566 8.7012912 10.3382881 5.4047329 7.6223901 10.5130655 9.9907979 7.4630968 10.3164684 10.5531744 10.2659052 9.5717136 NA 10.1805470 7.7964199 9.9265675 7.7160334 6.6863969 10.8662687 11.0213323 7.2512580 10.6750492 0.2215678 -0.3634566 8.2308731 15.9544999 9.4005907 7.9629781 9.9841699 8.7926315 3.2804070 10.0908479 10.7259990 7.7106900 10.2867027 -0.3634566 3.0288697 11.0004095 10.5947387 2.5434464 1.2215059 8.7372108 11.6858866 11.1153182 8.1911372 9.0856971 5.7450733 10.6098872 7.9471612 8.7424570 NA NA 8.6138285 10.0170096 9.5827238 7.9741702 7.9080119 2.7240172 9.5702392 5.9763980 7.8701680 2.8064684 11.0813046 4.5191896 10.5683940 10.2563100 8.6138285 1.8064890 1.2215059 9.3395868 10.0368944 7.1872957 8.2494169 5.4820383 12.4580236 4.0381113 12.4980232 9.2158645 9.6223905 9.8423419 9.3133871 7.6052150 10.9411850 9.5509337 3.3369831 11.3096368 10.5954637 11.9171743 9.9528300 7.8386726 -0.3634566 8.4991858 11.1635343 9.9062597 6.8605507 3.8064684 10.9280071 7.6699714 6.2742598 9.5145995 11.0191726 9.3387212 11.5428755 10.3529393 4.5434402 -1.3632710 5.8362221 11.7071727 7.8508675 9.5268128 8.3195430 9.9097614 7.2064039 11.2524080 -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 0.621 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 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 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 64.44.0 NA NA 2 NA 1 2 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 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 2.115497e-06 9.710479e-07 6.6982046 6.5637546 NA 8.5298065 10.2349945 4.3074140 6.5771116 10.5899363 9.4539969 7.3312609 10.2744802 11.0758925 10.5220570 9.1840675 NA 9.5511170 7.0729493 8.7043042 7.2460137 5.7697585 10.7577089 9.5570281 7.2993766 10.9544600 -0.1844246 1.4005379 10.2212344 15.8293853 9.9608563 8.2334136 11.8349780 8.2811275 2.4005106 9.8070828 10.5965108 8.4117508 9.7209481 NA 2.5159899 10.5641732 11.3176469 3.7697612 -0.1844246 8.7580756 11.9796823 11.9319050 7.8870232 8.6341431 8.8253897 10.3720670 7.9003693 8.7224517 0.4005379 -1.1844246 8.3948768 10.2318308 9.2993768 7.1147689 5.9954710 3.1815320 9.6859258 6.2249529 7.8099147 2.5159899 10.2291889 3.6735451 10.3013903 10.2212344 7.8708437 NA 1.9855004 9.0963317 5.0823492 9.2831666 8.6828398 5.5704478 12.6878511 3.1489829 12.5342009 9.9929805 9.0658593 10.1233310 9.4136135 7.9448438 11.3166518 8.1906005 4.5160025 11.8063741 10.4901946 12.5733677 10.6893896 7.6859254 NA 9.3134128 11.4286414 9.4108185 7.5090481 2.6229069 10.6148426 8.4844459 6.7043048 9.7156731 10.5016237 9.0310941 11.0658594 10.3381426 3.1374871 NA 6.1464781 11.7593578 7.1598572 9.3634195 8.3134128 10.2678023 7.6325445 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 0.626 0.626 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 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 68.46.0 NA NA 2 2 6 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 4.6723461 6.6978808 5.5874580 9.2030585 9.3145520 5.4010433 4.1280211 10.9839317 10.3386963 8.2207822 10.3100054 10.4537052 10.5833522 8.2119477 NA 10.0045418 8.0528375 9.3129002 6.5260563 5.2435015 10.9883360 9.6178729 8.1833074 10.1820367 0.5430999 4.1869204 9.8151090 16.2035807 10.8083845 7.8717371 10.1308400 10.4122707 3.2979544 9.4848436 10.1923186 10.2101740 9.7790766 NA -1.4568011 10.2456681 10.6512602 NA NA 11.2626652 12.6691216 10.8731390 7.3012858 9.9022630 8.7790768 10.5976667 8.7451862 9.0685832 1.7129919 NA 8.1522412 11.4798844 11.6046024 6.6515870 6.7525158 3.1280294 10.0724931 1.5430504 3.8284691 6.7378192 9.1559311 3.1869125 11.2849507 9.9561615 7.5458773 -1.4568011 2.0024865 10.1072120 4.5874550 10.2495585 9.3145520 8.5458777 12.4132345 3.2573124 11.9435417 9.1678579 9.7616257 6.1129190 9.1242630 9.5493885 11.7109510 11.7439611 4.2709849 10.8901301 9.7167396 11.7658574 9.9455416 7.7957280 NA 10.6141896 10.5858504 10.3153770 9.4371222 1.5430504 10.8912373 10.0084044 6.9050066 9.9164714 11.6563163 8.8110195 12.3604459 10.4118851 4.2709849 NA 7.2154874 12.5117293 7.0065864 9.5895043 7.2607389 10.9324249 7.2946070 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 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 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 3 NA 2 3 3 3 3 2 4 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.115497e-06 7.976465e-07 8.4058630557 6.1706461687 9.7918843813 7.3538684337 7.2003935121 2.1706621905 7.2101745329 10.0478454882 9.5762607921 5.3930385900 9.5629639729 11.0108999558 11.8254814438 9.3293965431 NA 10.4016009235 9.8120962620 8.9284994254 7.8112931231 5.8336111814 10.5169139897 11.3582735565 7.4885616027 11.6875328053 1.3226781013 9.1364308379 3.5856836680 17.5475896178 10.0007215897 7.2628164823 9.3271511036 9.2379314864 4.0007211672 10.9790745185 11.2542736138 6.2953428346 10.9214465217 NA -0.9991346426 11.4395133834 9.7853563398 0.0007211672 NA 7.9578234989 11.3047876011 11.0038880603 8.4519326911 7.9722652957 9.4975752440 10.8944022467 7.4723967878 7.8016217138 4.2861270835 NA 9.0519305159 10.0708425141 6.0775378324 9.6481799533 10.1280710306 1.0007211672 8.9908255565 2.9076213760 7.6872223944 5.8955401423 10.7672504070 3.2486562700 9.8532510666 10.9450675307 7.3757605986 0.0007211672 3.1706461687 7.8803047230 6.4269859219 6.5629643544 6.4845377501 5.7951383327 15.6167677527 1.8745215786 13.3300273527 10.2283374715 9.3962556239 7.7046250865 8.1300046992 6.6373465124 10.6277993269 11.8983779375 2.8080760893 10.3316383812 10.8587025508 10.4316967054 10.2616410535 11.2186792283 NA 7.5553100189 12.7451591218 8.9950748868 7.5629635915 2.8080760893 12.1357894657 5.1504703177 8.8410274238 9.3124698226 10.1849769725 10.3784743416 10.4191012554 11.0977660286 2.7011719775 NA 3.3930454565 9.7106669779 5.7011608854 8.3908903383 8.3538684337 8.7371236057 3.3930454565 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 0.000 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 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 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 2 NA 6 2 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 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 8.323268e-07 7.2945068 8.1478500 7.6658497 9.2302595 9.8215082 6.8829083 4.3116194 10.2780585 10.4054746 8.3974817 10.3069350 10.7286775 9.8586611 8.8539960 0.1686420 9.7258078 6.5320676 8.5822910 5.7833728 6.3518845 10.5907279 11.7894939 7.6088403 10.3025247 -0.4163846 3.9760153 11.5338920 16.2766362 9.3707870 7.7283586 10.1644303 8.7168428 1.1686420 9.2130573 9.7980199 8.5581153 9.6095324 -1.4161921 5.4905926 9.8823361 10.8566220 2.2841291 NA 9.2454788 12.2467028 12.0106206 7.1228590 10.1568745 7.6658497 10.4720635 8.9379502 9.0795557 2.0431345 NA 8.3862169 10.6122975 9.2806682 6.6335489 8.0015534 3.2841439 10.0405684 2.0431345 7.4905910 7.6443964 9.2176042 4.4905894 11.0170253 9.4494341 7.9824443 0.1686420 1.9056205 10.2419121 12.7900283 7.6974430 9.9011134 5.8874814 12.3453558 2.1936771 11.7462494 9.3327321 9.3551901 8.7129836 5.5144379 8.7334479 12.0431323 9.5631259 4.4165898 11.6536539 9.8298475 12.0293622 9.7084682 6.4965902 NA 9.4883352 10.5375188 9.6935314 7.7385186 4.8084726 10.5368058 9.2401256 6.5821224 9.9565658 11.0097033 9.0172861 12.3625992 10.0845425 5.9910524 -1.4161921 7.9368476 12.5416189 7.5465966 9.7258078 8.4401262 10.1896431 7.6416927 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 0.143 -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 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 16-10-2014 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 1 NA 5 2 1 1 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5.4107617 8.5454781 1.2677755 10.0885140 9.3167440 6.1340525 4.7052094 10.4183967 10.7176397 7.9402284 9.9044278 10.2403044 10.2064026 7.8602601 NA 9.7788968 6.7272343 9.4133108 6.6715255 4.8527679 10.3512825 10.3596793 7.9957236 9.7053402 NA 6.8726650 10.2369498 15.1819080 9.0837200 7.7649897 10.5931086 7.8849648 3.2678054 8.4642002 9.4966219 9.0578802 8.2103177 0.6828429 4.2374261 9.9466967 10.8962487 5.2975509 NA 7.8274990 11.9100053 10.9340272 6.7272343 10.4464680 8.0070211 10.5224381 10.2350294 9.3085495 3.8527679 -1.3172469 7.7991845 11.0932920 10.0799804 6.1504459 7.7623256 2.9307752 9.5882276 2.5897395 8.5423753 6.1985413 8.5957300 3.3832757 11.1794448 9.2536452 7.8223917 NA 2.9307752 9.8306816 8.3463989 6.0491624 9.3284990 4.2678054 12.0257487 3.7976252 10.8956410 9.9659290 9.0567932 5.8922939 8.7065951 7.9543039 11.9731476 10.5145437 2.0047531 11.9639013 9.3490647 12.0215771 9.9803301 7.1174686 NA 8.4393971 10.0918338 9.7880945 9.8935121 1.4902107 9.9134617 8.5553154 7.6572556 10.1786957 11.2115390 9.3649573 11.7813663 9.5616580 4.7913661 -0.3172469 7.3798081 12.2268391 7.5715843 8.9934536 9.0805154 10.6057966 8.1237096 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 -0.421 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 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 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 1 NA 5 2 2 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 6.242451e-07 3.121225e-07 6.01802209 7.64960181 2.35267379 9.53197265 10.56366114 3.84453630 8.19660655 10.81288540 11.01713279 8.70251972 10.19070757 11.20130843 10.40932326 9.70086033 -1.64746744 10.14181159 7.44014826 10.96739531 5.38610736 6.64270446 10.99315642 10.20482482 8.19817539 10.18284410 -0.06235429 9.24522824 10.43116996 16.19609220 8.71682015 7.33852782 10.16004044 9.10339247 3.67461883 9.51003245 10.31196294 7.84453881 10.34562380 0.35264555 4.46120766 10.28785053 10.34420735 3.35268791 -0.64724147 8.07378489 12.25543744 11.93188357 8.15842943 9.15196711 7.67235745 10.84002310 8.94701005 8.81314145 -1.64746744 NA 8.53756088 10.52104426 9.30542681 7.81825174 8.17286450 2.74500063 10.07463909 6.42414781 8.16486269 4.71023888 8.76737076 3.99654241 11.01067377 9.98931005 9.50433635 NA 0.93764571 9.77317218 12.52800113 6.10757280 9.24826086 5.78731492 12.71394394 2.71094415 11.29171365 9.57003745 8.80903977 12.32611381 7.83448496 8.41067733 11.54898023 10.35409364 4.58150190 11.68751741 9.97610984 12.20735912 9.88650183 6.57185425 -1.64746744 9.47292332 10.57328145 10.19267662 8.01089674 6.91873923 10.44379021 8.24598711 5.59108994 9.96693524 11.52167095 9.16245352 11.60682834 9.71353258 4.41877689 -1.64746744 7.55725690 12.10955449 8.44544283 9.91397349 7.99654184 10.87232174 7.40525381 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 0.510 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 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 16-10-2014 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 3 NA 4 3 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 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 4 0 0 0 0 0 0 4 0 0 0 0 0 0 1.17913e-06 3.468028e-07 6.0759732 7.1914511 3.7976771 10.2837157 10.1057208 4.1499747 8.1855980 11.0932703 11.0215713 9.5331023 10.3424313 11.0648575 10.5034150 9.1234324 -1.7568184 10.3877417 7.6332525 10.3242340 5.2317665 6.4130084 11.4551238 10.7331822 7.9137397 10.7313680 -1.7568184 2.7666376 10.8619278 15.6673810 9.9426560 7.8411360 9.8374081 10.9168342 6.6354003 9.4390708 10.8522622 7.5851579 10.0025556 -0.7568184 7.9330816 10.5290636 11.1628779 5.3305476 NA 7.3091725 12.7195765 12.3930687 8.1241973 9.4592230 9.0496332 11.6275974 9.8148361 9.4598293 -1.7568184 NA 8.6860270 10.7436764 9.5604960 8.1165275 8.8336706 3.1499747 10.5399997 5.9641837 6.8760785 0.5650122 8.7258914 3.7666482 11.1806412 10.6836931 9.2203633 -0.1720184 2.4129983 9.2929319 11.4338341 4.6860242 9.4335256 6.6050276 12.3546267 3.3760681 11.3832742 10.1969162 8.9101951 11.5952648 7.9979709 8.4814883 10.6410255 10.6319080 2.5650122 11.3047922 10.2895255 11.5807053 9.9119685 6.8280463 0.5650122 8.8697052 10.7391458 10.1749291 8.8053260 2.4129983 11.2324780 10.2685622 6.8467102 9.4098742 11.4972263 8.4439820 10.4853644 10.2157007 6.0046340 NA 8.0870045 11.5397129 8.1619466 10.4841729 7.9912764 10.1863308 7.4933815 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 -0.701 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 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 16-10-2014 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 3 NA 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 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 6.27003550 7.68507253 8.61011019 9.82734096 8.89896077 3.38129722 8.72114158 10.79597672 10.99623132 9.43725167 10.06691635 10.42226612 10.82138201 8.35570611 0.38128337 9.79333198 7.88710300 10.07477849 6.86913112 4.88908410 11.62921899 9.75904428 8.18542257 10.96939710 2.62921672 1.38128337 7.97187861 15.95716307 9.14034743 7.77146042 9.11684739 10.05592513 3.23927583 9.96202116 10.60529320 8.17895311 10.02289167 NA 4.05371957 10.80440743 11.63425251 1.18865412 NA 6.33548862 12.78669890 12.19657471 7.75633081 9.52148227 6.45275356 11.19487231 9.32087071 9.64514755 -1.61882740 NA 8.98306229 11.10687075 9.12612521 8.61850150 9.72169802 4.28215806 9.96155012 3.93588401 9.46941715 -0.03371721 9.33257614 3.70322254 11.43148026 10.46344049 8.00882524 NA 1.18865412 8.55371914 8.75850206 5.61969765 9.26851206 5.73002036 12.81357239 3.15845014 11.34905809 10.24150940 9.05724853 5.72114021 8.33839366 8.28517331 10.88462036 11.65901478 2.62921672 11.42089599 10.25972561 11.99715097 10.06866718 7.29418052 0.70318931 8.66784920 11.19585993 10.24276611 7.90289180 -0.61860587 11.20406146 9.65182039 7.60840195 9.44401227 10.85677161 8.99139344 9.92287217 9.88958153 3.62351574 NA 7.54870942 11.35552680 7.10921219 9.67361313 6.27610951 10.67935403 7.59580499 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 0.322 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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 64.44.0 NA NA 2 NA 5 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 3.7836662 6.8329090 9.1996424 8.9844281 9.7423797 6.6744366 6.0649518 11.3028652 9.8219751 7.9129486 10.4917918 10.3228247 11.0793072 9.7410904 NA 10.1906976 8.0587559 10.1509593 5.6798291 4.7222638 11.3621434 8.4763780 7.6109200 10.4439748 0.6137202 2.0731690 10.5043851 15.6883109 9.4008271 7.6985491 9.9563712 7.0935211 3.0731690 9.6102143 10.5028645 9.1797949 9.8298805 -1.3860912 NA 10.3297028 10.8802346 NA NA 10.4592309 12.1915237 10.2795209 8.1854934 9.7571241 8.6784836 10.7504116 8.9424157 9.0156871 0.6137202 -0.3862798 7.9014534 10.4844908 11.6121550 7.9060626 6.9974448 4.0221103 10.1100954 0.1987456 4.5444792 8.4794743 9.1165727 2.1987142 11.0790522 10.3211000 8.2136535 NA 3.9356672 10.3930499 9.1528996 10.4864157 9.1115927 6.8758353 12.5533201 5.1627941 11.6617168 10.2777436 9.6635894 8.3176446 8.8244121 9.7196494 12.0104794 10.8173948 5.8991442 10.6801664 10.1553216 11.4012354 10.4073441 7.8134131 NA 10.6291559 10.8463866 10.4852611 8.1778904 4.3686287 11.0525327 8.6891531 6.8035655 9.7628529 11.7089730 8.4466309 12.2994752 10.2480981 4.1987063 NA 7.5024842 12.9908836 7.6581351 9.6757870 7.8852040 11.0615990 7.5445078 10.0879538 0.00069327 0.00069327 0.00138680 -0.00097017 -0.00332430 -0.01216200 0.00000000 -0.01367700 -0.03081300 -0.03081300 3.65690000 -0.02959500 0.00069327 0.00069327 0.00069327 0.00124810 0.00138680 0.00138680 0.00138680 0.00138680 0.00138680 -0.00097017 -0.00173710 0.00000000 -0.04360200 -0.04360200 -0.01367700 0.00529750 -0.00609040 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 16-10-2014 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 82.47.0 NA NA 2 2 5 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 5 0 0 0 0 0 0 0 0 0 1.629973e-06 5.548845e-07 5.67435613 7.19791747 0.82635527 8.26764254 9.33811104 7.19093086 6.85757674 10.77530945 9.96078463 6.70900107 10.96181105 10.23064831 11.60952025 9.72782858 -0.49553215 9.05805939 7.72117577 8.64398170 11.94465050 4.11914034 10.41544760 11.71281697 7.61295472 11.02231607 NA 8.97305414 9.11176062 15.76474332 11.18060763 7.77355662 9.14286600 3.63371019 -1.49573556 9.35773981 9.74044443 9.16798834 9.99578227 0.82635527 3.78983356 10.78636022 10.84983542 -1.49573556 NA 8.40529679 12.91209627 7.96795477 7.75945881 9.81220025 9.16353421 11.88150510 8.71022338 8.34835106 1.50441700 1.67437025 9.62919777 8.61295472 6.40529636 7.52956955 5.33731861 2.31179372 10.11129806 NA -1.49573556 6.36861646 9.67810730 6.33097781 9.43664492 11.22339111 7.06285134 NA 5.31178645 10.40076259 2.08939645 9.95357882 8.78983226 4.31178645 14.86409397 6.23364268 12.35559361 8.75472853 9.31580485 1.50441700 1.08936255 8.30371181 11.20660287 9.84428019 6.87511777 10.59288717 11.09641993 11.29151654 11.07143555 9.80821095 0.82635527 12.36512920 11.36021166 10.58391495 0.08936255 4.05901776 10.65354214 5.23900462 7.13742565 9.73204614 10.46298285 10.10527225 10.36202248 8.91382110 3.74436564 NA 5.73324858 12.67435518 8.83870348 9.68992514 10.70010996 11.83506701 7.63371310 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 -0.152 -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 -0.152 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 3 NA 2 3 3 1 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 6.242451e-07 3.121225e-07 10.1270550 8.7745723 NA 9.1588255 10.1151965 5.0741329 8.5149117 11.2311500 10.7192428 8.2052068 10.6469565 10.6701603 10.0012665 8.9299490 0.5506052 10.1166247 8.1032395 10.5997385 6.9125145 6.8589097 11.3791039 12.0238959 7.7003176 10.7576034 3.1944338 3.8724939 8.1707904 14.5328290 8.3514706 7.4514378 9.3079608 9.0374058 2.2510222 10.0399169 11.1973544 8.7115386 10.3470159 -0.4494933 2.8724939 10.5853696 10.9575728 NA -0.4494933 8.1089912 12.2867612 10.6416754 9.2034155 9.8981920 8.0583652 11.1726225 8.7697393 8.0384109 0.8724742 -0.4494933 8.7440962 10.5051305 8.7877808 8.0662706 9.6577877 5.2087826 10.1803826 5.4209371 7.1166247 3.9081212 9.8520669 5.6380333 10.7987948 9.9498486 10.3631492 0.5506052 2.3579179 9.9578384 10.1721647 6.8859611 8.5547910 5.8451914 11.6446484 2.2893328 11.2928801 9.7286131 9.8417414 9.9461047 6.8220341 8.4634602 10.9768355 7.8382831 4.4332132 10.9880627 10.4408349 11.6809804 10.3466102 7.8243663 NA 8.1944269 11.1457209 10.4960145 7.7053891 3.1355349 11.4895989 9.7763806 6.7225480 9.5784767 11.9194863 8.3850418 10.5687709 10.6186771 3.4085488 NA 7.5249851 11.3494474 9.3245341 9.9288655 8.7229981 10.7003178 6.8362044 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 -0.330 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 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 16-10-2014 female 2005 1885 NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 1 NA 1 2 2 2 NA NA 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 4 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 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 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.075089e-06 5.895648e-07 7.4985509 7.9500595 -1.4615612 9.1958673 10.9100531 5.2527941 8.8993959 11.0046252 10.9303266 9.1615156 10.4865509 10.3256350 10.8722632 8.9004925 -1.4615612 10.0408833 7.4839923 11.5523947 6.3777519 6.4514386 10.8786770 9.8993957 7.4985509 10.5067943 0.1235338 4.3714404 9.6889308 16.2214542 9.5300705 6.9222526 10.0498072 10.0127617 2.5385382 9.9669089 10.7679684 8.0988817 10.3426797 -1.4615612 5.4574104 10.8770065 10.2136236 5.1084032 NA 7.3362102 12.1827430 11.3934171 9.1412476 9.0786768 7.8672237 11.7215637 9.1660825 9.1624301 -1.4615612 NA 8.2800158 10.1046027 9.7673674 8.4633613 8.8423296 3.2389855 9.8587851 6.0777066 7.6444569 2.8604861 9.2389884 4.2389855 10.6668653 10.1760793 9.8371842 -1.4615612 2.7084742 9.3627118 12.5135906 6.1235110 8.6971584 5.2250474 12.2811739 5.4701138 11.6936832 9.4004111 9.3133359 9.5553570 8.7565063 8.1806004 10.9822693 9.5406604 4.7864761 11.4589016 10.3378304 12.2367108 9.9287176 6.9773406 0.1235338 8.5965405 10.9589748 9.9600877 7.3394483 2.5385382 10.8894879 8.4316986 6.4027341 9.9595615 11.5501254 9.1760794 11.2320357 9.7619471 2.5385382 NA 6.7625508 12.2641280 8.5539637 9.6026178 8.3539319 10.5093736 7.1896002 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 -0.445 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 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 16-10-2014 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 2 NA 6 2 2 2 2 3 NA NA 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7.1454502 8.0549125 NA 10.1628952 9.6248468 4.8718486 8.6323806 10.7841018 11.5543866 9.1559425 9.9280219 10.5116233 10.1594229 9.2786390 -0.5376335 10.0427140 7.9239347 11.2899966 5.5068494 6.9702497 11.3055913 10.9417305 8.5552126 10.0180367 0.7844202 1.6323613 9.4482974 15.0766045 9.9987027 7.4624556 11.0201585 9.6058386 5.8633339 9.7542017 10.4314821 8.4020348 9.8331428 -1.5374241 4.9381870 10.2068688 10.8312347 5.4511386 NA 6.7524743 13.1401200 12.9584978 8.3142044 9.7145294 7.9977310 11.6034449 10.0968128 9.4799599 -0.5376335 NA 8.8374949 11.3657724 9.4986290 8.1628953 8.4610460 4.0771661 10.0156048 7.1732614 8.4666761 2.2698112 8.8547727 3.3204414 11.3717860 10.0370490 9.1144040 0.4624712 3.3204414 9.6773816 11.7263115 6.6719090 9.4078993 6.5123043 11.3642651 5.7621202 11.4884601 10.2853209 9.9356538 10.8747606 8.0790042 8.6032851 10.9280218 8.9208620 3.4166506 11.8407503 10.0136831 12.1156364 9.6876628 6.5604872 0.7844202 9.0351557 10.7636858 10.0294608 9.1937745 5.6910819 10.7195486 9.9766516 5.5285432 9.7286564 11.6015271 8.4511402 11.1657102 10.2277416 3.7103822 -1.5374241 8.2156723 11.4705338 8.6160073 10.3753448 7.0734807 10.0725575 7.9939930 9.5047987 -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 -0.352 -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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.44.0 NA NA 1 NA 1 2 2 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.0672924 7.6861139 8.4496059 8.7633332 10.5626097 4.6305220 9.4941770 10.1710094 9.9555379 7.2694231 10.4792339 10.1296841 11.1473472 9.9668049 NA 10.3230125 7.5346616 11.1527388 8.2494316 6.5346608 10.7252402 10.3529875 7.6201795 10.5354598 NA NA 8.5124659 15.8366812 9.2577949 7.5456325 10.1011514 10.2536192 3.5012353 10.1877390 10.7426259 7.6811477 10.4532517 NA 5.3341284 10.7808491 10.6711635 4.9606692 NA 8.2257526 11.1802787 11.3956774 9.1104173 8.3561068 7.1736641 10.8554879 7.8719262 8.2627897 -0.4987902 -0.4987902 7.7444127 9.7912573 9.3420164 8.3118101 10.2834177 2.3432088 9.2325576 4.5012417 7.8849428 3.8231685 10.7021372 3.2016809 10.1141071 9.5793893 9.6188815 1.0861723 1.0861723 8.9586194 11.3021384 9.2068710 7.9688442 5.5673264 12.4597912 2.7446132 12.8513490 9.3309612 9.4612404 10.3333374 5.9106295 7.9606704 11.6407899 9.4554349 5.6097638 10.8180857 10.3396546 11.9127495 9.8686533 8.2661100 1.5012608 8.8410885 11.0204571 9.7773630 7.1232906 2.3085939 10.6867335 6.4201017 6.6201802 9.8609881 10.8681071 9.7680252 11.3945401 10.0149661 5.1159488 NA 5.8231659 11.8018771 7.8978430 9.4186106 7.7009106 10.1441927 6.7773632 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 -0.504 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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 64.44.0 NA NA 1 NA 4 2 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 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 8.7452841 8.3346514 7.9994673 9.2587978 9.0835317 4.5620592 6.5680610 10.4801303 10.5914414 7.8572956 10.0986331 10.7182295 9.5522606 8.4912218 NA 10.0132733 7.5799841 9.9342017 6.1865521 6.8548435 10.4467414 10.8679718 7.5316887 10.2156047 -0.3448314 4.7212633 10.6427908 15.9752493 10.1535221 7.1748079 10.7779995 8.3881870 3.7844516 9.3364099 10.3886106 8.5784991 9.8767587 NA 4.6093649 10.3377273 10.8899889 5.2097614 NA 7.5408681 11.9737143 11.4894450 8.0474888 9.7715154 8.1022545 10.2990277 8.6663987 9.0581836 -0.3448314 NA 8.1349520 10.8483888 9.3205075 7.4430737 10.5351376 4.3556083 10.0458779 2.4625235 7.6035388 3.4100561 10.0274925 4.4625235 10.4475551 10.0908418 9.0772363 NA 0.9770967 9.6209558 12.7592788 5.5499895 8.4398064 5.5131528 12.6102765 3.0162467 11.8406664 9.3907274 9.3830919 9.6796186 8.4801302 7.7212605 11.0135480 9.5969527 2.3556083 11.5187771 9.6579865 11.7391494 10.1074127 6.6093679 NA 8.1207381 10.5629598 9.9916780 7.9543795 2.3556083 10.7151919 8.8136424 6.8887907 10.1792234 10.6910016 9.5680608 11.5890466 9.6940906 4.9900245 -1.3448314 6.7689134 11.5180026 8.4447052 9.7960013 7.1063829 9.9844072 7.1022550 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 -0.301 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 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 16-10-2014 male 2005 2080 NA NA kidney clear cell renal carcinoma yes NA NA white NA 65.44.0 NA NA 3 NA 6 2 3 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 9.710479e-07 4.508437e-07 5.3940305 8.3515484 NA 9.5725187 9.0285835 3.7566070 4.9265261 10.5940544 10.6987903 9.0542822 9.9175936 11.0631698 10.6252529 8.2466727 NA 9.3230786 7.3009227 10.6228503 4.9086064 6.0944704 11.0479003 11.2961914 8.0825318 10.3719207 2.4935705 2.6741442 12.2372797 15.5546909 10.5441416 8.2233014 11.1359801 9.7023706 2.5866687 9.3589913 10.1474872 9.5055399 9.4298126 -1.4134994 7.3614640 10.1893756 11.6733106 1.1716552 NA 8.7172473 12.5895796 11.1124422 7.6714852 10.1584293 8.8009960 10.5383257 9.0563185 9.3672164 -0.4133073 NA 8.8881731 11.0649408 9.0097925 7.4875434 7.1940072 3.7961305 9.6269664 4.3145950 8.5321206 5.8628010 8.8082637 3.1716392 11.4114366 10.2242073 7.4508632 -1.4134994 3.1102463 9.6419592 9.8732345 5.4935673 9.8662874 5.6310723 12.2989888 2.5812548 11.3275116 9.7383276 8.8870293 8.7056179 9.2404176 8.6487228 11.4106410 10.0171292 4.3940339 11.3548610 9.7140262 12.0421324 10.3306695 7.5753615 NA 9.0745167 10.3836856 9.7408620 8.9309726 3.3940339 10.6994420 9.3680037 7.2176350 9.6794338 9.9719999 8.8743891 11.1937758 10.1912300 5.0461068 -1.4134994 8.1489194 11.7373760 7.0704924 9.8034226 6.6034854 9.8232889 7.4290267 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 0.112 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 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 16-10-2014 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 68.46.0 NA NA 2 2 NA NA 2 1 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5.548845e-07 7.544889 7.775794 7.775794 9.265544 9.847914 4.787866 4.465935 10.714499 10.328886 9.549861 10.197031 10.698599 11.075979 8.773367 NA 9.952438 7.366403 8.935173 5.570275 5.907775 11.360352 10.779124 7.495686 11.000169 4.259491 2.646508 9.122244 16.454250 10.423234 7.147763 10.576204 9.359948 2.144014 9.431723 10.394309 9.139306 9.688331 NA 7.519050 10.330950 10.873914 2.144014 NA 8.557638 12.524562 11.989239 7.492738 10.866249 7.366403 11.386390 9.458405 9.200196 NA NA 8.458405 11.327025 8.982164 7.369619 8.659710 3.688326 10.500462 4.144014 6.495686 4.748874 9.008196 4.366406 10.937072 10.553048 8.275010 NA 3.202904 9.674742 9.382415 6.646511 8.898898 5.050902 13.335070 3.697374 11.543110 8.774581 9.296295 9.235886 9.018480 7.903344 11.329918 10.146825 3.018474 11.486455 9.811122 11.253623 9.696039 7.489785 NA 7.785460 10.921449 10.200196 8.708795 2.259483 11.406497 9.040777 7.098207 9.722068 11.742218 8.970559 11.039333 10.104978 4.366406 NA 6.993675 11.602075 8.539188 9.740821 8.488306 10.450452 6.858256 9.874763 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 0.433 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 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 16-10-2014 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 65.44.0 NA NA 2 NA 5 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 5.3293748 7.2636204 7.9214619 8.9285512 10.1799486 5.6711631 4.5780571 10.8554190 9.7203315 7.7128227 10.5806816 10.3136666 11.6329749 7.5930041 -1.3287972 10.0187849 7.7639208 9.1947256 7.0154597 4.4785189 10.8420275 9.5283670 7.4913425 10.6264902 1.2561049 2.2561351 10.2654881 15.9046147 10.1474035 7.9611823 10.2093525 7.8927504 0.6712028 9.2410190 10.2514221 10.5761744 9.6202607 -1.3287972 -0.3287972 10.2701465 10.8454651 NA NA 11.0992619 12.0781657 10.3965298 7.7182876 9.6548698 9.5338008 11.0151820 9.3023405 9.0076701 4.9930901 -1.3287972 8.0287156 10.6257234 11.4945308 6.9657843 6.3435890 3.6711688 9.8909371 2.2561351 5.7479781 5.8609876 8.4492407 2.8410875 11.0352982 9.9617585 8.0591806 NA 1.6711575 10.1239195 4.3150227 10.4688251 9.1700127 7.2858738 12.6232677 5.5805767 11.8091153 9.3240086 9.7829512 6.7045870 9.2093525 8.5322503 12.1237909 11.1707603 4.3150227 11.2495362 10.1499332 11.7793613 10.2291059 8.3785225 NA 9.9326708 10.5865985 10.1590036 8.7237316 1.6711575 10.7845801 8.8632345 7.3337609 10.0331073 10.8322954 9.3123121 12.1078751 10.5693870 4.8410875 NA 6.6767878 12.6081695 7.2968722 9.3266942 8.4508830 11.1182467 7.3077882 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 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 16-10-2014 female 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 65.44.0 NA NA 3 NA 2 3 3 3 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.17913e-06 4.855239e-07 7.003546 8.813131 4.617722 9.257219 8.977267 6.175205 6.389649 10.543545 10.699572 6.917710 10.039551 10.557359 11.149253 8.389650 NA 8.919091 7.220721 9.951175 7.184424 5.604051 11.120125 12.689389 7.558689 10.758187 3.747785 6.341014 9.658815 15.962659 11.244329 7.349235 11.274857 8.885571 4.211729 9.352306 11.012955 8.935563 9.787649 NA 2.059736 10.249553 11.239914 -1.110293 NA 8.216233 12.021821 11.535237 7.165928 10.903126 8.395616 11.332747 9.447268 9.165928 -1.110293 NA 8.549800 10.037009 8.636318 7.428962 6.861347 2.697151 9.961936 3.211729 6.838171 4.889804 8.622819 4.867086 10.940333 9.524615 8.482261 NA 4.349238 9.723484 6.826442 6.934198 8.805683 4.247358 13.806989 4.169644 11.952019 9.670344 9.354350 9.216233 8.303432 7.508189 11.178093 8.965283 3.137733 11.458710 9.747007 11.370342 10.677298 8.353328 NA 7.958582 10.968345 9.975940 9.460608 4.059727 11.203821 8.502193 7.084117 9.672802 10.660881 9.809412 10.663355 9.834516 5.722693 1.211760 7.373620 11.962941 8.275666 9.405504 9.551582 10.456809 6.912172 10.943730 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 0.450 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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 65.44.0 NA NA 1 NA 6 2 1 2 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5.6310315 7.4146387 2.0867158 9.3751933 10.6406609 7.5785644 5.6716755 10.9800132 11.0083047 8.4071360 10.3405592 10.4603019 10.1843048 9.1100040 -0.4981787 9.4890132 6.7257507 9.6239299 6.5785644 5.7685364 11.2800317 9.7626687 8.0055751 10.2702478 0.8236678 4.4559453 10.3601188 15.5112169 9.6024114 7.6128847 10.7326702 8.9764690 2.6716783 9.1803493 10.1469572 8.3889696 9.3920134 NA 4.7112030 10.2249835 10.4298973 1.5017703 NA 7.5406682 12.6901834 12.3966616 7.7087632 10.0711301 7.8789595 10.6148401 9.1127739 8.9174908 NA NA 8.6853845 10.9034286 9.9280139 7.0095442 6.5732109 3.6310344 10.0213853 4.8416008 8.0409078 6.0563386 7.6284536 3.0253123 11.2773594 9.6797915 8.5392961 NA NA 10.2761244 10.3969457 6.7963693 9.7087635 4.7305693 12.4201466 3.6684596 11.2624691 9.7311688 8.4324864 9.6578322 5.7209187 9.9890868 11.7355186 10.1581740 3.9280102 11.9196016 9.6553012 12.0429668 9.5812339 6.9774826 NA 9.0341051 10.3118428 10.3050730 8.1510054 7.6174689 10.5809005 9.0505518 6.3094909 9.9971045 11.4852772 8.8800439 12.0530969 10.3334522 4.6077623 -0.4981787 8.0428457 12.0837735 8.6653988 9.8208567 9.7032604 11.6089662 7.8593012 9.5261962 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 0.855 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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 65.44.0 NA NA 2 NA 5 2 1 1 1 1 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.936056e-07 2.774423e-07 8.1976615 8.8907066 2.5604704 9.2810523 9.7744245 6.5395202 6.2523570 11.0957546 10.9999105 8.4580920 10.6572957 10.6865879 10.6286373 8.6945104 NA 9.8614477 7.5913585 9.6544552 5.5038957 5.4747508 11.3322226 11.2309992 8.4222818 10.0419247 -0.1400305 3.0299652 9.9146437 15.1623571 10.0161226 7.6992435 10.3266258 9.6265684 2.0299475 9.4459408 10.4989278 8.9301604 9.6057138 NA 3.4449983 9.9554365 10.6996369 5.2175913 NA 8.2372501 12.4265692 11.2569118 7.7996184 10.1361638 8.1197826 10.3653547 9.0731435 9.1256545 -0.1400305 NA 8.5289244 11.0040603 9.8572189 7.1500580 6.8543934 4.4450049 10.0305904 5.9044335 8.5020911 6.4069346 6.8543934 3.9474978 11.3009086 10.1797116 8.9247822 NA 3.6673926 10.4793423 8.3618767 5.8373201 9.4203723 5.1638207 11.9146437 3.5448563 10.1864689 9.9718272 9.5298104 7.9685637 7.2904917 9.4590223 11.8403576 9.9737816 3.1819612 11.3740137 9.7684320 11.9852914 9.4692181 6.9995908 NA 9.1115217 10.7612382 9.8315829 8.1055922 4.6929293 10.6681992 9.6438562 6.1909565 10.0664434 11.1285814 8.2350789 11.7213202 10.3312066 4.3836006 NA 7.4747491 12.1502023 9.1465972 10.1563821 9.7008173 11.0024656 7.7578847 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 0.399 0.399 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 16-10-2014 female 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 68.46.0 NA NA 2 2 NA NA 1 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.33141949 7.09416955 6.79728670 9.28561583 10.53735296 7.20481369 5.67680617 11.34557723 10.23909833 7.49871440 10.72486272 10.06201496 10.40068223 9.16969355 1.40070186 9.94032578 8.05889387 9.42720555 5.52996458 7.23988585 11.27969101 11.26118724 7.74275675 10.40774448 1.57060865 4.01539052 10.42512934 15.45047759 10.34026138 7.40911086 9.28637848 9.00152445 2.57060865 9.61074472 10.43169409 9.71809478 9.79728702 -0.59924350 1.20801775 10.41749053 10.75162138 NA -0.01435385 10.49673846 12.67229112 10.27796639 7.77572154 10.13750685 8.58803435 11.26699520 9.33215854 8.85908871 3.48814220 NA 8.32103515 10.61074472 11.00593018 7.50920652 5.85189393 3.61013308 10.38224953 3.68608587 1.98564615 8.05173371 9.07752074 4.59050621 10.91638207 10.11105819 9.05621284 -0.59924350 4.42304698 10.35850978 5.15557115 9.74830356 8.99873483 7.77136929 12.31852044 3.15983905 11.78357636 9.26021695 9.78492630 7.53510815 8.37939266 9.41957787 11.61545667 10.87134106 5.70446255 11.04092715 10.20803715 11.55185733 9.93838593 7.71356523 NA 10.70987432 10.76637312 10.87565560 8.42027311 4.40068137 11.22225690 9.07706244 6.52645698 9.87844043 12.14845561 8.69645119 12.30390504 10.58431756 5.62950234 -0.59924350 7.45867400 13.22737964 8.70902107 9.71243053 8.97622156 11.34904946 7.36357849 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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 3 NA 6 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 5.895648e-07 1.387211e-07 7.1412437 8.4726945 6.8492575 9.8016920 8.8801186 4.6754264 5.2367413 10.8867823 10.8281458 7.8037056 10.0521625 11.3085120 9.9065909 8.2807722 NA 9.8042085 7.7251440 9.0113631 6.4159091 5.5562823 10.9056537 11.4752231 8.4277067 10.0684659 -0.6822329 6.6124970 9.6136451 16.1772472 11.0331947 7.1974595 11.0314775 10.1582608 4.9903014 9.2277692 10.7045471 9.2865430 9.4758546 NA 1.1252543 10.2771537 11.0502556 -0.6822329 -0.6822329 8.1236202 12.9919581 12.1146256 7.7566677 10.0614484 9.1491834 10.6032784 9.0061266 8.3906789 NA NA 8.3291034 11.7788440 8.4878011 7.4726941 6.3512997 3.7441396 10.6751533 4.9472313 6.9028381 4.0183137 8.9289009 4.9617344 11.1657166 11.1655209 7.9177892 -0.6822329 3.9903014 9.9783179 10.5024417 8.6688155 9.3065610 5.2005200 12.7926595 3.1678717 11.7562782 9.3663631 8.9832122 9.6726766 7.1820626 7.7608197 11.1456159 9.3143496 3.4471560 11.7416487 9.5916718 11.2992651 10.3567952 6.8217026 -1.6822329 8.8829783 10.5926329 9.8990768 9.3037182 2.3178829 11.1672813 8.4815258 7.1448061 9.7680564 10.9376377 9.2944404 10.2702535 10.0260979 5.9454836 NA 7.4852940 11.5367421 7.6532664 9.7144810 9.6347234 10.0723462 7.2807726 9.9929511 -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 -0.226 -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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 65.44.0 NA NA 3 NA 2 3 3 3 3 4 NA NA 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 5.548845e-07 1.734014e-07 9.0102316 9.8800425 NA 9.0159048 9.0472690 4.5587391 7.7369289 11.6381292 11.5961413 8.7286613 9.9855794 10.2639516 11.0048214 6.6314928 -0.2992052 10.0665309 7.7063800 10.6155141 8.1885953 4.4556429 11.7011075 13.4098930 7.7119828 9.8969395 2.2857277 -0.2992052 10.0033942 15.1223929 10.4602274 7.6285330 9.5470293 7.4388476 -0.2992052 9.6527684 10.7014596 8.6329701 9.7829044 -0.2992052 7.6665393 10.3522556 11.0527988 NA 4.5833987 8.0909243 12.6064244 9.5336453 8.3977230 10.7878866 8.4967951 10.9138595 9.1186079 8.7147758 3.6076499 1.0226874 8.6300137 10.2658574 9.9540119 6.9722182 6.6549510 4.4556429 10.4341944 2.7882263 7.4656268 4.0226874 9.0550047 5.6894389 11.0190157 10.3305673 9.9551935 NA 3.7451513 10.0550047 3.0226874 6.4218544 8.9604987 4.8905780 12.7702051 2.6980406 11.0367039 10.0893109 9.9965243 7.6076462 8.9710506 7.7451492 11.4369458 7.0539020 2.9486756 10.8794202 9.9540119 11.6006787 10.8558898 5.5587360 NA 8.8656621 11.1574999 10.6244542 8.1622347 1.0226874 11.0011079 10.1416245 5.7362693 9.5217319 11.5765047 8.8027309 10.0204275 9.9445244 4.7231216 NA 7.8955123 11.1901016 9.0583073 9.9187130 8.3959835 11.4878417 6.1353830 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 -0.423 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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 65.44.0 NA NA 2 NA 4 2 3 3 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 4.855239e-07 2.42762e-07 6.3671404 6.6778408 3.0563581 8.7988564 9.5145227 4.4851949 4.5258371 10.4611667 10.2006187 7.0563527 9.6879495 9.8627164 11.5506698 6.7482304 NA 9.6585519 6.1632673 10.3288928 8.1240975 6.0283393 10.2784974 9.1024274 7.3274565 8.9907240 NA 5.7821779 13.7921040 15.7269068 11.7038112 7.2200987 12.0780801 7.1824619 0.9408809 8.0906227 9.1535746 9.6002768 8.2385562 NA NA 10.2385560 11.9016015 5.8477665 NA 8.2717921 11.5002526 9.5871341 7.3838192 10.1032668 9.6562656 9.6470837 8.0598165 9.0141246 NA NA 7.9852699 9.1290522 9.6133009 6.2628033 11.5116799 3.3559184 9.6539756 0.9408809 4.5258371 5.0838346 9.5005712 0.3559184 10.6614048 8.6320373 7.4800340 NA 2.5258434 9.2762659 4.8477665 6.3216972 8.8417423 5.4003057 14.0094299 5.3216972 11.5126281 9.8921603 9.6062114 3.2628090 8.8377124 7.8316467 12.0868076 11.2511096 3.6038459 11.8637076 8.7002091 11.7167601 11.4023549 7.1696946 NA 8.1728965 10.0698751 8.8676658 9.4246912 0.9408809 9.3838190 6.5358228 6.4433762 10.2732851 9.1372727 10.5432650 11.4016726 10.1429993 5.5457368 0.3559184 6.5056607 12.1842479 7.5457375 9.0194712 7.4800340 10.4729067 7.6551207 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 0.000 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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 68.46.0 NA NA 1 1 4 2 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4.161634e-07 6.4166219 8.8549600 7.5189843 9.5661989 9.7868337 6.4990853 5.3031634 10.8938535 10.5942723 8.9985509 10.3487504 10.7847804 9.3633691 9.0648365 NA 9.5559158 7.0840473 8.8638793 6.8118242 6.5386127 11.2872980 11.9443952 7.5274293 10.6401262 -1.4783462 4.8072055 11.6885955 16.1389852 9.6079409 6.9894104 10.2804444 8.4481006 2.9812316 9.3743342 10.4241798 8.2866765 9.6158825 NA 6.5218046 10.5023014 10.9296036 4.4525427 -0.4781452 7.8837485 12.9582560 12.0558644 7.6816762 9.9683712 7.9501651 10.7494207 8.6778877 9.3890834 1.5218046 NA 8.5246197 11.1762170 9.1429408 7.4436456 7.5743725 2.4287052 10.2411936 2.5218046 8.2152918 5.6510890 8.9512116 5.9730165 11.0773525 9.9000995 8.5648320 0.1067503 0.8437427 9.7685453 10.5740332 6.4406682 8.8164256 5.5218046 12.6944666 2.3083900 11.5433053 9.5899112 9.3867646 9.7584169 7.6967304 9.3113385 11.0771129 10.3817278 4.2766902 11.5992881 9.8655457 11.6608764 9.3170327 7.2463188 NA 8.8129753 10.7660169 10.1920184 8.8233010 3.8016450 11.1688134 9.5695967 7.1033822 9.6139012 12.2234361 8.8968443 10.9028069 10.2034824 5.1562510 NA 7.7862474 12.0424234 8.3227047 10.6591161 8.2135480 10.6800988 7.3515276 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 -0.452 -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 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 16-10-2014 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 65.44.0 NA NA 3 NA 3 2 3 1 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 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 4.855239e-07 6.3219281 8.5569037 9.9260442 9.4488760 9.6526760 5.5826915 6.3687945 11.0379872 10.5819822 9.3253266 10.3069645 10.8513955 10.5659104 8.5511095 NA 9.7038384 7.4797043 8.7386658 6.9249241 4.4268954 11.5991058 10.9488080 8.0778235 10.5861211 1.1790014 8.9938195 9.8143860 16.0671822 9.8312176 8.0431564 9.9570473 7.6301812 3.3488981 9.1676547 10.3261751 9.0656830 9.3588793 -1.4058337 7.6411313 10.5053996 11.5158486 NA 5.4519891 9.1106926 12.8241782 10.8963609 7.7051430 9.8561026 8.7589144 10.6884153 8.9852514 9.5583486 NA NA 8.2857513 11.0955961 9.1948497 6.9777115 7.2805082 3.5482023 10.3839488 3.5009040 8.7513546 3.3488981 7.8561024 4.2087201 11.2857512 10.1883323 8.1883322 2.0534242 2.1789695 9.7538789 8.6641287 6.2734879 9.0768156 5.1638650 13.0119920 3.9641676 10.8837384 10.2952231 8.4674519 8.5911872 8.2996398 9.0524143 11.5543717 11.2553404 3.3488981 11.2586771 9.6894047 11.8631343 9.9657843 7.8770958 0.1790014 9.3638454 10.7272141 10.2169746 8.5569037 2.4013574 10.9573211 9.2770023 7.1214848 10.0291570 11.2659909 8.8359907 11.2933632 10.1883323 4.6814718 NA 7.9537570 11.5700347 8.6933556 9.9986171 9.7322794 11.6215681 7.7129486 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 -0.205 -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 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 16-10-2014 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 2 NA 5 2 3 3 1 1 2 1 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.040408e-07 8.8200653 8.2934105 7.7449078 8.9377943 10.0293209 6.7058079 7.6737472 10.9670250 10.3976860 6.8704387 10.6752659 10.2728241 10.3896897 8.7716608 0.7829956 9.9785535 7.3927708 9.9810118 7.6574449 6.4171825 10.9040779 11.6571891 7.3426721 10.6207985 1.5199444 6.3375648 9.5849539 15.2947494 9.5697903 7.5244430 9.8136433 8.6918691 3.0053641 9.8373543 10.5395324 8.6978596 9.9462065 NA 2.5199444 10.3477608 10.8695547 3.3679441 1.1979912 9.1909521 12.0253563 10.9399019 8.3039223 9.4659708 7.9956750 10.6717194 8.7545198 8.6878617 5.0559938 NA 8.0309038 9.9834661 10.3420345 7.8200653 8.7506829 3.1980069 9.9964855 4.2424043 7.1228259 5.9661974 8.9019174 5.3477613 10.4435664 10.1543898 9.6938687 2.0053641 2.8984599 9.6326419 7.6858540 8.2774985 8.6656191 5.8984527 12.6977350 4.3996496 11.6620488 9.9318764 10.0141974 9.4038069 8.1049043 8.6305555 11.1317043 9.7763863 4.6898694 11.2335001 10.2162138 11.5983594 9.9199672 7.9529014 -0.8018831 8.6574453 10.8594889 10.2169093 7.3927708 4.5442628 10.8766138 8.5308780 7.1637976 9.7166669 11.4975079 9.1980135 11.7412872 10.4007497 4.0053730 0.7829956 6.8774940 12.6031551 8.7371723 9.6063434 8.6200783 10.6574453 7.4787842 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 0.124 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 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 16-10-2014 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 65.44.0 NA NA 1 NA 6 2 2 1 1 1 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 6 0 0 0 0 0 1.144449e-06 5.202042e-07 5.4770329 8.4825999 8.0545397 9.3075729 8.5844793 4.6050379 4.5495460 10.3952816 10.3784598 9.0987075 10.0243252 10.9015674 9.9692167 7.7068427 NA 9.9619286 7.1854592 8.9036436 6.0369912 5.6453039 10.8942767 11.5738705 8.4006822 10.1855446 2.1990598 6.1532440 11.7798722 16.6173358 10.9549374 7.6453046 10.1996117 10.2258484 3.4006882 9.3868952 10.1774729 8.6169009 9.4955057 -1.1228055 6.5281712 10.1143302 10.9262881 3.9645835 NA 7.3809459 12.4763357 12.0346251 7.5101154 10.0944722 7.3888732 10.5982195 8.9485827 9.5706071 NA NA 8.4336263 11.3589197 9.3689732 7.4431740 8.5879267 3.8313199 10.0514219 5.0268664 8.0038248 4.2346699 7.7870132 4.8543997 11.2508011 10.1023277 7.5064766 0.4620523 -1.1228055 9.8757107 11.4658349 6.3200640 9.5236790 4.8543997 12.8282228 2.0470497 11.5046542 9.1967924 8.6909014 8.9077875 7.6118297 8.8004476 11.3498111 10.4844505 3.6844709 11.4087454 9.4945876 11.5840479 9.5290690 6.2608255 NA 8.3487954 10.6837263 9.4779624 8.4162790 3.6320122 10.6872902 9.4153091 6.7597630 10.0570293 11.3459988 8.9296883 11.6868884 9.7474849 5.6584800 NA 7.7068427 12.0780188 7.5353314 10.2859807 6.6453039 10.3883788 7.4006822 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 -0.838 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 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 16-10-2014 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.40.0 NA NA 3 NA 4 1 3 1 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 6.84527175 8.97897638 6.01387089 9.56966311 8.37899273 4.42890616 4.55090066 10.75269190 10.28981291 8.43288093 9.63088831 11.08690999 10.07361314 7.21796254 -1.65835576 9.86549760 8.26922348 8.56906153 7.24231287 6.35825383 10.83003906 12.21959246 8.19631393 10.58763708 0.92637903 7.56303302 9.25732514 16.29477828 11.19942672 6.86892254 10.65857568 8.72406972 2.73376648 9.35546629 10.74339185 9.14234553 9.56000891 -1.65835576 1.14880398 10.44276491 10.83829954 -0.07354507 NA 7.03144372 12.42558975 11.53481707 7.48099695 9.99294598 9.54356954 10.48801443 8.63950821 8.64864663 0.66339017 NA 8.79780028 11.59706447 8.07446102 7.56061408 9.40416657 3.53797935 10.40753492 5.42890951 7.56544714 2.92641698 9.58996643 4.92640749 11.07446108 10.83904809 7.68574186 -0.65858348 3.47073207 9.52941630 12.58692416 5.82526156 9.06169008 4.69899630 12.88447756 4.72445928 11.97171285 9.26922371 9.29854789 11.42558975 7.60823264 8.27366041 11.19592457 10.81920402 2.51136683 11.47394547 9.22561620 11.31890457 10.16401653 7.03493319 NA 8.48992220 10.91360355 9.58759246 9.48482893 2.80086885 11.06446666 8.81819197 6.41290852 9.85517340 10.43255046 9.41625623 10.29273045 10.32835438 4.95615425 NA 7.40753461 11.35947203 7.38583997 9.62742591 9.76823462 9.51824222 5.13586317 9.94135857 0.0164760 0.0164760 0.0879690 0.0105640 0.4191500 -0.0138150 0.0836310 0.0065262 -0.1595000 -0.1595000 -0.1595000 0.6699300 -0.0019399 0.0164760 0.0174040 0.0116790 -0.4377800 -0.4319200 -0.4319200 -0.4319200 0.0873900 0.0105640 -0.4492100 -0.4417800 0.0065262 0.0065262 0.0086135 0.0083351 -0.4457700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.446 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.432 0.000 0.000 0.000 0.000 0.000 -0.449 -0.449 0.000 0.000 -0.442 0.000 0.000 0.000 -0.159 0.000 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 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 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.40.0 NA NA 3 NA 5 3 3 3 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.803375e-06 4.855239e-07 8.4918210 8.4283082 NA 9.0314181 10.8471453 4.2765339 9.1942011 10.8288154 10.4063288 8.8463861 10.6038587 9.7425050 11.0003621 8.1858234 0.5395311 10.6563421 8.1195092 11.1867236 7.2988984 7.7061465 11.1273425 12.0299145 8.1295283 10.6170750 1.9546058 0.9545686 9.5637812 16.2394446 9.9948922 7.6480893 10.4678366 8.6287947 3.7619554 10.2202175 10.8805277 8.7571189 10.3592119 1.5395807 3.9088033 10.6243734 11.2877578 1.2765562 NA 9.0486800 11.9042468 10.4242443 9.1505899 9.0774305 8.3661137 11.6389128 8.3165463 8.6128140 -1.0454314 -1.0454314 8.3745627 9.7136584 9.1232746 7.9174986 10.0206916 3.9546058 9.8280467 6.6619619 7.0206922 2.4140273 10.2137572 4.6825227 10.4298292 9.5885059 10.2509451 0.9545686 3.0420664 9.1220206 7.8218811 7.4343830 8.0552645 4.9546011 13.4357081 2.7732579 12.2642209 10.3121545 9.4927913 8.3055415 7.6722789 7.3383067 10.7252664 9.6270278 3.9546058 11.2292718 10.6739913 11.6654089 10.4338775 8.5729878 1.9546058 8.2072677 10.9079769 10.3538803 6.1043492 4.4140340 10.9966038 7.7969526 6.1834210 9.7699857 10.5775694 9.3307278 10.6137064 10.5168449 4.6550426 1.2765562 6.4464548 11.6152669 8.3512074 9.6816720 10.0260648 11.2717324 6.9825088 11.4073585 -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 -0.215 -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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.40.0 NA NA 2 NA 1 2 2 2 1 3 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 3.468028e-08 0 6.1947765 7.5955604 2.0409625 9.5338931 10.9748591 5.8687905 7.0998654 11.2470093 10.9719062 8.5210213 10.5322905 10.5511425 11.5879948 9.0205400 NA 9.8877158 7.5935129 9.6269359 5.2530211 5.7994163 11.5967112 10.6669241 7.9365973 10.4960250 1.3039853 3.2633650 10.6642436 15.4646480 11.3555173 7.4078770 10.9063958 9.0174883 0.9414068 9.3398745 10.4543176 8.8362540 9.7552172 -1.8661735 3.6576400 10.2958430 10.4107872 3.5935091 NA 8.3288383 12.7772609 11.1567958 8.0439744 10.0890044 7.4102054 11.0182517 9.1305546 9.1695675 NA NA 8.5402862 11.0822659 9.9353853 7.5413491 7.7152818 3.6576400 10.3858595 5.5519343 8.5123762 5.1227638 8.2582023 3.7779352 11.3708428 10.1117189 9.4672365 -1.8661735 0.4559650 10.3828983 8.5370933 5.3724855 9.7096205 5.7707049 12.3164755 4.2670713 11.2691491 9.6991261 9.1106454 10.8420873 8.5360272 8.5996477 11.7878220 10.0980609 3.3820032 11.6369130 9.9657843 12.0854570 9.4817026 7.1730005 -0.8659105 9.1368963 10.5570946 10.5909489 8.7607030 3.6259367 10.9321479 9.1180295 6.0409713 9.9598351 11.6118395 8.9677620 11.7288723 10.1991607 6.0097391 NA 8.0662959 12.3552907 8.9284971 10.0955309 9.9240224 11.3876333 7.3338513 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 -0.172 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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.40.0 NA NA 3 NA 5 2 3 1 3 2 NA NA 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.040408e-06 1.040408e-07 7.6122670 8.2705873 2.0382606 9.0686920 8.0525496 6.5388454 5.7183945 10.4109429 9.8803402 7.9473506 10.4732829 11.0741994 9.5058812 7.4887375 -1.4212062 9.9684754 8.5330404 8.3287135 7.3536312 5.7081265 10.5334039 11.9818561 7.4243343 10.4529302 -0.4212062 7.4553609 10.8866141 16.2728346 11.0202321 7.2370550 10.5036565 9.1257384 3.9363930 9.6218713 10.7846373 8.7003776 9.9668613 -1.4212062 0.5788904 10.5242879 10.7155148 -0.4212062 NA 8.3552771 11.8245453 12.0130813 7.7512716 9.2801504 8.5036564 10.3131303 8.2027258 8.2600826 -0.4212062 -1.4212062 8.1505967 11.1796861 8.7349270 7.5417402 8.7374539 4.1638046 9.7074829 4.5095818 7.9582227 7.7931630 10.3548658 4.9882348 10.5550502 10.9131173 7.7785161 2.1638207 3.0382781 9.3602038 11.1605154 9.4061867 8.6529855 5.4243343 12.7674329 3.8399999 12.7644938 10.1155769 9.1656839 11.9660536 1.9007606 7.8939937 11.2154687 9.4468949 3.2226964 11.3789350 9.4274671 11.0839112 10.6095112 7.0505191 -0.4212062 8.3552771 11.1032388 9.4360475 8.7649581 5.5900720 10.4679677 8.3956515 6.9538833 9.6218713 10.6729217 9.7336621 11.7479861 9.9898253 4.4383195 NA 6.8596143 12.1829339 7.2008957 9.1999802 9.0816760 9.8130627 6.0300557 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 -0.452 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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.40.0 NA NA 3 NA 3 1 3 2 3 2 NA NA 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1.768694e-06 8.67007e-07 7.9387568 9.0560467 NA 9.7185955 10.0144444 4.6735790 8.1273769 11.3718352 11.2749764 8.3516491 10.3297465 10.6433130 10.5222894 8.2184862 -1.4556135 9.9965352 7.2790032 10.5276439 5.9621464 6.7092010 11.3966285 11.9312343 7.9258369 11.0278100 4.0988827 2.3516566 9.1084434 15.9180343 9.0863587 7.2096298 10.5133207 10.3037661 0.8662354 9.7135927 10.5890297 8.6184354 9.9752692 0.1292171 0.8662354 10.2386519 11.0725039 6.1590034 1.5442875 7.8774492 12.5344867 11.2045128 8.1254946 10.0235691 8.9149815 10.9734392 9.0560467 8.9073336 -0.4556135 NA 8.4022749 10.8780084 8.7549653 7.5995767 9.6800032 3.7611363 10.3240134 6.4084809 8.2429988 3.4511847 8.6449565 4.2167187 11.0187605 10.2768855 9.9794433 0.8662354 2.0037102 9.5590120 10.5287124 4.7142180 9.0950409 6.0911878 11.9141640 2.6907970 11.5310249 10.1594638 9.7701040 8.8412102 8.1754712 8.3190809 10.9231308 9.6541247 2.8662156 11.3827101 9.9182467 11.9112992 10.0795694 7.2377807 -0.4556135 8.3468102 10.6307322 10.0698148 9.1046268 2.7142235 10.8212908 9.7341185 6.7488651 9.8718467 10.4776158 8.7304083 10.2020590 9.9078812 4.4022719 NA 8.0341420 11.6134081 9.0401491 10.1649720 9.8577439 10.9198766 6.2790032 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 0.417 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 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 16-10-2014 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.40.0 NA NA 2 NA 4 2 2 2 NA NA 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 1 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 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 2.150177e-06 6.936056e-07 7.32706665 8.07448670 6.25842470 9.34300845 9.70333469 4.85151419 7.94373793 10.87388331 11.32870533 9.30207819 10.05306123 10.82338197 11.17080707 8.27966397 NA 9.87861393 7.21498542 10.04333726 6.95698244 5.70669907 11.11956466 10.14685884 7.99416785 10.64896869 -0.03919177 3.18313711 11.46291340 16.35096955 10.31131556 7.65190629 10.35841923 8.86462632 3.89934000 9.40575948 10.10455289 8.23841955 9.67727831 0.96073410 6.15056983 10.29873815 10.47282657 1.54572131 -1.62415428 7.75299272 12.26338353 12.10678286 7.80414199 9.80832407 8.34156641 11.32761321 9.77666151 9.28116920 -0.62415428 NA 8.20708950 10.80597323 9.91881390 7.06228256 8.42426918 3.73333265 9.67097715 7.47381451 8.58645327 3.86763952 8.79784696 3.89934000 11.24190190 10.21064809 9.10710118 -1.62415428 0.69768487 9.58096438 10.99897771 5.50506521 9.40713879 5.95321168 12.55320163 4.84208378 11.52980904 9.60279628 8.86362227 10.68070376 9.50054973 8.33578425 11.46291340 10.34012293 3.58523899 11.44203951 9.87811668 12.20242990 9.54382740 7.31242013 -0.62415428 8.87562803 10.44116453 9.91105742 8.37154928 0.37573454 10.76487565 9.10193209 7.06926930 10.14809673 11.40299700 9.24691727 10.98149308 10.14520680 3.28267702 NA 7.59495082 11.85732930 8.31389158 9.98264997 7.62844773 11.12460387 7.74210460 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 0.173 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 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 16-10-2014 male 2005 1871 NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.40.0 NA NA 1 NA 6 1 2 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 5.7451862 7.6310140 4.1285161 9.6018677 10.3264840 4.4388517 5.7884378 11.0445126 10.6902472 8.2034757 10.0160391 10.7588416 10.0338006 9.1511774 NA 9.8643970 7.2877124 9.1729080 6.8855365 4.5579063 11.4423643 11.1044190 8.3101465 10.2417225 2.6001270 1.6001270 11.6934000 14.9500539 10.6703590 7.8611446 10.5160142 8.4912174 4.9220646 9.3306702 10.0783599 8.8834012 9.3243862 -0.1003603 6.3632201 10.2409360 10.6736584 3.7576740 NA 7.7808088 12.6590632 11.9698160 7.7341663 10.2451003 8.3122649 10.7254489 9.2844787 9.4972822 NA NA 8.4552430 11.1874075 10.1682371 7.1404862 8.5217469 4.2920160 10.0318735 5.4074887 7.6562511 1.8065715 8.6190839 4.2747313 11.4464690 9.6769504 8.5489513 -1.1003603 2.2216297 10.0598817 13.7662979 7.7654287 9.7190759 6.5507468 11.9620786 3.6985185 11.1286641 8.9964102 8.5791752 9.9498839 8.7341663 8.7110698 11.4468306 9.3317148 2.9871571 11.6230361 9.6360971 11.7550503 9.5579065 6.8422095 -2.1003603 8.9536209 10.3201817 10.4970494 8.6190839 3.3246234 10.8489747 9.6452769 5.0696205 10.1740733 11.5211747 9.1327156 12.2085318 10.3167565 4.7925743 -0.5153978 8.1793055 12.2550462 8.4704994 9.6424256 8.8776906 10.8557082 7.3936908 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 -0.569 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 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 16-10-2014 male 2005 205 NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.40.0 NA NA 2 NA 4 2 3 1 3 1 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.456572e-06 6.936056e-07 6.40208601 7.32866506 8.97599323 9.33660965 9.08376677 4.98337216 8.20629059 11.11118282 10.69171761 9.15084193 10.73115464 10.28566195 11.08847946 7.77593088 NA 9.85901243 9.03754778 9.80016041 5.25130629 4.76098202 11.86376837 10.64536887 9.37849147 10.34109346 4.29939853 2.69059588 8.99619665 15.66669857 11.92061137 8.10506464 10.87224016 9.63837401 0.95360049 9.99710833 10.33552881 9.78598792 9.73989501 -0.63128752 5.96857464 10.38128737 12.19312444 4.81160461 NA 8.31994754 12.91042500 11.52126461 7.98337273 9.83779584 8.42258875 11.54639382 9.77964418 9.50244717 -1.63128752 NA 8.73498493 10.79963804 8.81160621 8.19043708 10.20155288 5.35734790 10.09870839 4.77805610 7.89026306 1.17600356 9.56033895 3.41305243 11.28024207 10.02687432 9.19203015 -0.04632502 3.32286554 10.12730246 9.99117233 5.29939853 9.01791913 6.60706691 13.04235839 3.15891864 11.59748155 10.38093817 9.66901542 7.10337279 6.93471699 8.66672535 10.80224832 9.93138227 2.17600356 11.28789865 10.12646947 12.07946928 10.64100107 7.73060667 -1.63128752 8.77911425 10.61146188 10.85750722 8.49149077 5.21226972 11.10294906 9.67377264 6.38547073 10.14673998 10.68551000 8.36584255 11.65102738 10.33660954 3.89222586 NA 7.85247832 11.14262621 9.24901174 10.15247955 8.00528769 10.52632562 7.32576507 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 0.473 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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.40.0 NA NA 2 NA 3 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 1.109769e-06 3.814831e-07 8.42804312 7.37854110 6.97432510 9.07464485 9.98943722 4.64058623 7.77494384 10.36552217 10.30524222 8.15120330 10.13682608 10.52624247 9.66386760 9.03572590 -0.54919785 10.11254142 8.29782053 10.28246645 7.15120330 6.35163010 10.43731649 10.38482270 8.10539942 10.44824983 2.35766460 0.03576465 8.42374329 16.28501833 10.56613217 7.55667158 10.39364433 8.96251606 4.80831297 9.75682499 10.59287035 8.52356588 10.16027798 0.45080215 3.20565838 10.49481589 10.99234400 2.84307936 -1.54919785 9.05994197 11.56775700 12.67649796 8.75568511 9.00439268 7.23866555 10.67777751 8.12318869 8.49652307 -1.54919785 -1.54919785 8.46896365 10.17442427 9.01109612 7.78168035 9.00054795 3.45076257 9.31417536 6.90197466 8.05438942 1.62068024 10.10986734 3.58004898 10.37186037 10.34292670 9.10181498 0.03576465 1.45074938 9.26934552 6.57488412 6.43944861 7.85377551 5.87702763 12.59916046 4.33755411 12.72754204 9.49447421 9.30251235 11.66599298 8.90609058 8.04881597 10.93709555 8.39620702 3.25811184 11.64228528 10.00726938 12.03255237 10.27572202 7.22555065 0.45080215 8.04695318 10.83612967 9.63129421 6.53291224 6.18547213 10.83716478 6.75129901 6.48418648 10.20606820 10.34178755 9.83446757 11.22349031 10.44864847 3.57177388 -1.54919785 5.70815136 11.32938909 8.29311386 9.55011109 9.39181089 10.36290423 6.87702763 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 -0.285 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 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 16-10-2014 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.40.0 NA NA 1 NA 4 2 2 2 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 6.4035046 6.3231304 -1.2618807 9.5647167 10.7964984 4.2300185 9.5551520 10.2400055 10.4180882 7.9130941 10.1164631 10.5406847 10.2078101 8.7660743 NA 10.3075493 7.4105938 10.8375161 5.2300224 5.4386089 10.9561260 8.6314699 8.1304856 10.1077111 1.3231395 2.6450560 7.3711633 15.4723355 9.9902424 7.6923644 10.1094005 10.2758721 7.8777197 10.1304857 10.6551674 7.5678914 10.1132078 -0.2618807 3.7825658 10.6912735 11.1937524 5.8777197 -1.2618807 7.3343582 11.7181293 12.6375253 9.5599424 8.4264187 9.0316400 11.4259814 8.8687389 8.3747930 -1.2618807 -1.2618807 8.6039015 10.0055402 8.6480613 8.4420718 9.2108591 3.0600993 9.8169863 9.1132077 7.4660887 2.7381625 10.5706628 3.7825658 10.2514024 9.5559515 9.9236632 -1.2618807 1.5455236 8.8176530 13.1662668 5.8361994 7.9500566 6.4728776 12.5362351 4.1118159 12.2356460 10.9615668 9.1560209 12.0620675 7.7934505 7.1044908 10.6614959 8.8687389 3.9080923 11.9804493 10.0368037 12.1653502 10.4639606 6.7381679 2.7381625 8.0442302 10.4510650 9.7886973 6.4035046 3.6923602 11.1077657 8.0578407 5.5195293 9.8156516 10.6491857 9.4141254 10.9409044 9.4855222 4.2617339 NA 6.8929860 10.8163191 8.0419493 9.6329861 8.7010645 10.4938905 6.6450589 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 0.000 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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA asian NA 69.40.0 NA NA 2 NA 5 2 1 1 1 1 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 9.363676e-07 3.121225e-07 7.1622322 8.7552271 -0.0593446 9.5014553 9.8816923 6.1933105 5.5405574 11.2832750 10.9130861 8.6896762 10.0634727 10.5335689 10.1534450 9.3238089 -1.0594949 9.8546560 7.6306428 9.1586024 6.1838180 5.4484385 11.4728789 12.5864157 7.9685505 10.3379904 4.3500375 3.2260461 11.5545493 16.0003641 9.7896588 7.4143504 10.0608826 7.7170780 1.2625534 9.5086008 10.3221876 8.9788777 9.4894667 -1.0594949 6.1885730 10.3178553 10.6499439 1.6410836 NA 7.9279089 12.7024556 11.7065524 7.5028875 10.7477984 8.3627096 10.8906538 9.2838304 9.5668100 -1.0594949 NA 8.6157197 11.1361707 9.3579698 7.2050875 7.2375609 4.5844996 10.4092687 1.2625534 7.7447760 6.9035409 8.3928858 5.4244619 11.4130817 9.8186956 8.7822090 NA 0.9406554 10.1378615 8.5571937 5.7415452 9.6227615 6.0174610 12.6767295 0.2363395 10.9769901 9.0253270 9.4885032 10.5382317 8.6227616 8.9150592 11.5485529 9.2816074 3.6685617 11.1786016 9.7314005 11.5019326 9.3167700 7.1838190 -1.0594949 8.8384901 10.6383768 10.6330423 9.2574918 3.3669097 11.2632771 10.0611580 5.9406437 10.0903918 12.1939752 8.8794892 11.9090415 10.1516204 4.7608224 -0.0593446 8.3145973 12.2477744 8.3877279 9.6117434 8.4642067 10.7307895 7.0954624 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 -0.345 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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.40.0 NA NA 3 NA 5 2 3 1 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5.895648e-07 9.3098715 8.0215575 -1.3448314 9.3522030 10.4117918 7.5194216 9.0193700 11.2788883 11.4258993 7.9567316 10.4617850 9.7293769 10.5007255 8.4349547 0.6552602 10.5367318 8.0039637 11.2761425 6.5069843 6.7426988 11.2784310 10.7297114 8.0688632 10.0955543 3.2990981 5.1787983 10.2088647 14.3477964 7.1943944 7.5681249 9.9155669 9.8858563 2.8251547 9.8469115 10.9164489 8.9487071 10.7555692 0.6552602 3.5621203 10.3098715 10.7725538 0.2402533 NA 8.8276628 11.9455423 10.3232339 9.4357753 9.4496513 7.2212894 11.3907914 8.6296499 8.7159315 -1.3448314 -0.3448314 8.6622628 9.6289329 9.8719813 8.2681040 9.2671823 3.4101240 10.2486265 6.9590166 6.7373839 8.2918600 9.5800478 5.3134454 10.9604421 9.7819400 10.8207705 0.2402533 3.4101240 10.1151792 6.2174770 8.2383183 8.5859728 7.0561153 12.0316322 4.0092665 11.8000530 10.1121031 10.3539401 9.4849582 8.5785629 9.3089763 11.1783072 8.8659068 5.1309679 10.4817839 10.2231914 11.9386132 9.7890199 7.8744042 3.1787943 8.4609792 10.6308613 10.4702184 5.8744035 5.9479256 10.9956419 9.5302167 7.0574806 9.7233418 12.0856880 9.0603768 12.2936713 10.3818794 4.3831582 NA 7.9126235 13.4335693 9.4242467 10.3161227 7.8864569 11.3645347 6.7951448 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 -0.372 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 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 16-10-2014 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.40.0 NA NA 1 NA 4 2 2 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4.855239e-07 6.5980302 9.3084749 7.6397495 9.3415070 9.5896285 6.6050676 6.5107879 10.9366170 10.8409367 9.2120922 10.1568908 10.5383926 10.3613849 7.8849697 NA 9.6482916 7.0174710 9.6068220 6.1460748 6.4612322 11.6946973 11.8108167 8.1640566 10.2428598 0.2440346 4.6363172 11.1391223 16.1072295 9.7854853 7.3712217 10.6700566 8.5936145 2.4456473 9.3218855 10.3063175 8.6852856 9.5266266 NA 3.7034330 10.1753300 10.9775254 3.4766668 -2.0776499 8.6550888 12.4485727 12.0321489 7.7067080 10.2724602 7.5032740 11.2900341 9.8539189 9.5013894 4.2258533 NA 8.7156769 10.9034623 9.7604894 6.8964874 8.5413762 3.8993497 10.1897380 5.5944978 7.9107578 6.1118973 8.6129444 5.0305965 11.4781004 10.0078778 8.6207781 NA -0.4928904 10.2066084 10.9006051 7.8936170 9.6865305 4.7294277 13.0663333 4.5808570 11.4619592 9.5887412 9.2016841 10.7474298 9.1753300 9.1315267 11.1493885 10.0338611 3.9444368 11.7180116 9.5473257 11.8288701 9.4919290 6.4298687 NA 9.3019932 10.4698669 10.2400512 8.5997931 3.9444368 10.8777233 9.8587113 6.3711389 10.1010494 11.4397428 8.9935357 11.8404708 9.7091598 5.6487013 -2.0776499 8.2212816 12.3867468 8.1168305 10.5602831 7.9050668 10.8777233 7.2212816 9.4189272 -0.00093293 -0.00093293 0.03810300 0.00364490 0.66111000 -0.03153300 0.00378380 -0.01116000 0.01758100 0.01341100 0.01341100 0.01283200 -0.00093293 -0.00093293 -0.00093293 0.00364490 -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 0.654 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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.40.0 NA NA 3 NA 3 1 2 2 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 7.282859e-07 2.42762e-07 7.9715642 7.8552771 2.4202129 9.5581450 9.9133282 5.8727229 8.7468760 11.1875234 11.5439231 9.6193659 10.0840491 10.6621305 10.4766339 8.9129067 0.1722315 9.8192912 7.3986950 10.4017022 6.3521918 5.7796117 11.6016893 11.3174187 8.3054248 10.6015507 -0.2428060 2.1722955 11.0140435 15.9461236 10.3459597 8.0791733 10.5798159 9.5516610 4.4576862 9.7036640 10.4806216 8.1452622 10.1063420 -0.2428060 2.1722955 10.1901349 11.3768537 3.5645977 -1.8277685 7.0970956 12.6560984 11.7620507 8.1821112 9.6736221 9.0633069 11.1458006 9.2282427 9.1645128 NA NA 8.8942363 11.0676685 9.0648255 7.6978037 8.5320321 4.7268694 10.1726348 7.6581122 8.3169408 0.7572793 8.4213958 4.3621051 11.3258346 9.7435612 9.6721285 NA -0.2428060 9.7591224 11.4409708 5.8376178 9.2430745 5.7345254 12.5962520 3.3735229 11.3799070 10.8486804 8.8744552 9.4154566 6.7534829 8.6358070 11.1714018 8.7897501 2.5645977 11.2134283 9.9812467 12.0853590 10.0541613 6.0610266 0.1722315 8.4166464 10.7204519 10.5594922 8.3182147 8.4813381 10.8356183 9.6840352 5.6879817 10.0325936 11.9249768 8.8959436 10.4634533 9.9560994 2.8727303 1.1722955 8.2180420 11.3937186 8.3938696 9.9739909 10.6963345 11.2336538 7.5322515 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 -0.141 -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 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 1 220 NA kidney stage iv t3a n0 m1 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.40.0 NA NA 1 NA 5 2 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 3.468028e-08 0 7.6494516 7.5670989 NA 9.4697790 11.7273562 7.0026834 8.8458149 11.6670288 11.1808432 8.9132616 10.5982936 9.9397620 10.7960228 9.3205257 -1.9484191 10.0848222 7.8474389 11.5910427 5.5512453 6.4351035 11.3951400 10.0326096 8.1781036 10.4404658 0.6363578 1.0513721 10.7120636 15.0661280 8.9070463 6.8874497 10.2886091 9.1381988 2.1388472 9.5005477 10.4663486 8.8627737 10.1352109 0.3732863 4.1388636 10.2847192 10.2775102 2.2213203 NA 7.5710351 12.3880452 10.9259964 9.0322527 9.8723758 8.6688666 11.7460835 9.7970735 9.0951100 NA NA 8.8522992 10.0225834 10.3962498 8.0570235 7.9762118 2.9093891 10.5661132 6.4692511 6.8779479 3.7238206 8.5015793 4.0286752 11.0896323 9.8972811 10.9567862 -1.9484191 4.7238261 10.4075760 11.5283984 6.6916444 9.0308244 6.3597390 12.1054947 5.4267009 11.1960574 9.6193552 9.1141200 10.6396453 8.5641396 8.9597919 11.2809691 10.1345461 5.1282150 11.5220580 10.0961348 12.3045080 9.7158464 8.0286791 NA 9.1195056 10.4673415 10.7113950 6.5067257 4.1388636 11.0108578 9.0764004 6.1651422 9.8462211 11.3292677 8.9500006 11.6892693 10.4594635 3.8298699 NA 8.0055954 12.5168380 9.2005112 9.9286833 9.7518389 11.8210304 7.1039676 10.0947682 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 0.118 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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.40.0 NA NA 1 NA 1 2 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4.508437e-07 2.42762e-07 6.1664463 8.9034128 4.6707497 9.4373470 9.7155832 5.1867660 6.8310272 10.9394108 11.2024453 9.0589415 10.0658148 11.4275084 11.0139820 8.5287331 NA 9.8848767 6.7851189 9.1196529 4.8342511 6.0603198 11.5102077 11.1158496 8.3283917 10.7368540 -0.9731291 -0.9731291 9.9247413 16.4482990 9.4484346 7.6598910 9.6156103 8.6240172 4.3488273 9.3180664 10.1067138 8.2179548 10.0815001 -0.9731291 6.1613214 10.3223777 11.0052487 3.6118570 -0.9731291 8.2092901 12.8369652 12.2717055 7.2043149 10.0692391 8.0325202 10.5888996 9.0671853 9.5435808 NA NA 8.5107116 11.4421094 9.4149131 7.1063808 8.4436933 3.6707497 9.9807284 5.1766419 8.7708885 6.4573480 8.6607992 4.5187491 11.4850460 10.5257449 8.2339101 -1.9731291 0.8342258 9.5142333 13.4631193 4.8597857 9.6071542 5.0268974 12.5654485 4.3076690 11.8433794 9.4713929 8.4770758 9.4755284 6.8910813 8.6975521 11.6003062 10.7299341 4.2363472 11.8971641 9.6425254 12.2721513 9.4531605 6.5776418 NA 9.3380765 10.6921584 10.0489168 8.5147357 8.5012608 10.6777231 9.3959205 6.0658157 10.1826626 11.6847724 9.2515004 11.1677255 9.9554141 4.2344017 NA 8.0339229 11.7552415 8.1587526 10.0304136 8.6323751 10.3414790 7.7186390 9.8330425 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 0.606 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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.40.0 NA NA 2 NA 6 2 2 2 2 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 2.219538e-06 8.67007e-07 5.6156576 7.3724611 8.7839369 9.5036821 9.3979580 4.3658815 5.6736638 11.0312146 10.4639107 9.1700885 10.8138690 10.8467428 10.3426000 8.8709642 NA 9.6049824 7.6521832 8.4006442 4.8027412 6.4177175 11.4687826 10.7563098 7.8108428 10.3383696 1.5933060 3.1376019 12.1338209 16.6733780 11.4897477 7.4820327 11.0313880 10.7939835 3.5629140 9.6114894 10.4140000 7.7847598 9.6741068 NA 3.8412184 10.2512031 10.5963386 4.5318867 3.5629140 7.5552210 12.8925926 12.8953092 6.9301672 9.6358607 6.4554094 10.6667614 8.9279350 9.6128799 NA NA 8.1580739 11.7313476 9.3023730 7.2177803 10.8372565 4.4345882 10.1148896 5.5932880 8.7165486 0.8156574 9.0723958 3.0527289 11.4104061 10.2314234 7.5667474 -0.4067897 0.3302142 10.2733556 10.7824960 5.4759312 9.4235404 5.2844512 12.6265401 4.1993347 12.1401033 9.6490235 9.5566670 10.5921146 7.5101636 8.3052428 11.1604531 10.2547705 1.5933060 11.6938421 9.7615434 12.2235563 9.2668926 6.6007841 -1.9919434 8.2550673 10.6525683 10.5750943 8.1944407 2.8069014 10.7878409 9.6873669 6.5294555 9.9977212 11.1818477 9.2715959 11.3340537 10.2395479 5.5142959 NA 7.8205039 11.8626107 8.4891170 10.1106305 8.3822795 10.1385755 7.4574753 9.5031823 -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 1.122 1.122 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.40.0 NA NA 1 NA 1 1 3 1 3 2 NA NA 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 1.144449e-06 3.121225e-07 7.8356052 9.0090109 -0.6880319 9.3841761 9.0391132 4.5214968 8.2038271 11.1600795 10.7448464 7.5575962 10.0983131 10.8081483 10.9427656 7.1129430 -1.6877995 10.3187202 8.4490347 10.1630117 6.7424967 5.4819673 11.5648568 11.2607757 8.8306968 10.5193751 3.5974477 -0.1029920 11.7807948 15.9950518 11.4210579 7.8875825 10.1218117 10.0467531 1.1194226 9.9138142 10.8131342 8.6043653 10.0020414 1.6339891 6.8316797 10.3676649 10.9565758 6.3618929 -0.6880319 7.6717930 12.6377003 11.3311129 8.2323965 10.4560644 8.3821645 9.1080832 9.1528215 9.4296867 NA NA 7.8277435 11.0423013 9.7091833 6.7877772 7.7086480 4.7383085 9.8526559 8.2413020 8.1015771 2.9559079 9.2091326 3.8666311 11.1040203 9.9941602 9.0314324 NA 1.8970080 9.5330264 6.6020619 8.3686811 9.0851827 7.2007868 12.3182819 3.8032580 11.9718165 9.7298960 9.4850959 6.7256716 9.6260602 8.6717930 10.8659128 8.9404889 2.6339659 11.3747643 10.1746808 12.1114263 10.0116160 7.3861850 0.3120843 8.4387478 10.7531721 10.3039196 8.8550753 -0.1029920 10.5254515 9.5028004 6.3509622 9.8998211 11.6209513 9.2807102 11.0139997 10.1362068 5.7383085 -1.6877995 8.0884766 11.2147954 8.4166422 9.5000141 7.8218186 10.9987629 7.1512469 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 0.380 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 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 16-10-2014 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.40.0 NA NA 1 NA 1 2 2 2 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 1.352531e-06 5.548845e-07 8.1081773 7.6303239 3.0529027 8.7705714 9.7833651 2.6378652 9.4071443 10.2259474 10.7485583 9.1297106 10.2629574 9.5316645 10.9026910 9.2352893 -0.9470277 10.3561048 8.0724858 10.7048435 7.4707475 6.6528077 11.1363742 10.6462861 7.7075310 10.6422512 0.0528332 3.0529027 6.7671410 16.1135276 9.1377033 7.3102829 10.5833013 10.1250275 4.8342561 10.3330858 10.8865757 7.9477129 10.4849148 0.6378421 6.0752631 10.9112646 10.6917833 -0.9470277 NA 9.2165446 11.5069371 11.4173032 9.1068207 8.5997894 8.4344381 10.7812407 8.0945538 8.7039465 0.6378421 -0.9470277 7.8010875 9.9100129 8.1108868 7.6639195 9.6340955 4.0972905 9.2377702 7.8602496 8.3949698 2.9597887 10.4344379 2.6378652 10.2488823 9.5082222 9.3406072 0.6378421 2.9597887 8.3382974 8.8570258 6.8210788 7.4622855 6.2817131 13.0921567 2.6569768 13.0038153 9.7593909 9.3849316 8.7376435 9.2328042 7.4365991 10.6355074 10.0092712 3.8602477 10.7829405 10.5646476 11.8136149 10.2659992 7.7075310 2.7533264 8.0387369 11.1052286 9.7341334 6.9477129 2.5123280 11.1705381 7.5803716 6.2720643 10.0121724 11.0724857 9.8618591 9.4612247 10.5852509 2.3748169 NA 5.8077825 11.1617461 8.4749596 9.0215616 7.1135911 11.0651703 6.4452119 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 -0.745 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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.40.0 NA NA 1 NA 6 2 2 2 1 3 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 1.005728e-06 3.468028e-07 7.1345896 8.9842706 9.6580311 9.5196638 10.3890351 5.5633534 8.3351433 11.3396370 11.3124611 9.3577695 10.2700850 10.5987776 10.1513867 9.0740277 NA 9.8428587 7.4940907 9.9642330 6.0581173 5.6813509 11.4892451 11.8095543 8.2725939 10.1878932 0.4258889 0.4258889 10.4504357 15.8812672 10.0657333 7.5877378 10.7464250 8.6057591 3.0108156 9.4762429 10.1844064 8.1979995 9.6618643 -0.8962003 5.1807367 10.1418120 10.4320358 2.6274901 -0.3111483 8.2137526 12.6148097 11.5641219 8.0062969 10.1003955 7.3613096 10.8997587 9.3470960 9.4031299 NA NA 8.4973126 11.0754655 10.0047887 7.3518491 8.4746092 4.0581173 10.0918964 5.2637931 8.1913850 4.0581173 8.3182409 4.6117154 11.5050681 10.2134261 10.0141898 -1.8959318 -0.3111483 10.0628370 14.1018732 5.2536679 9.6546688 6.3939413 12.3167983 3.7672628 10.9372074 9.6841805 9.1867363 7.5154326 5.4437724 9.0610239 11.4534796 9.9599583 4.1483159 11.4454408 9.7098644 11.8960005 9.1496816 6.9525444 -1.8959318 8.9949462 10.3826414 10.5372466 8.1686646 2.4962322 10.6493691 9.4988775 6.0108134 10.1189884 12.0683531 8.7860386 11.6267486 9.9189048 4.9589169 -0.8962003 8.2912739 12.1300131 8.9312647 10.2202659 10.0996890 11.2006371 7.6642546 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 -0.482 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 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 16-10-2014 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA asian NA 69.40.0 NA NA 2 NA 2 3 3 3 3 1 NA NA 0 0 0 0 0 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8.66419659 12.19016108 9.83679077 8.69512109 1.89479837 -0.56469145 9.24835741 10.21509733 5.71150317 8.00143184 9.69629747 4.95894009 10.50113069 3.43537523 5.52284043 5.87000708 8.98900727 5.97453620 10.76377240 10.23587350 9.16159599 0.75727932 5.03528959 9.87780313 7.61279774 6.23627830 8.52813526 7.58003616 15.43848954 2.85760286 11.59745450 10.21837615 10.83037648 9.46328404 6.01280776 8.04270835 10.62828714 9.72999862 1.43536190 11.50700788 10.43326307 12.06530370 10.37789245 8.70099311 -0.56469145 7.94118967 10.75666348 10.30766804 5.87832072 3.02034218 11.22185177 9.03969964 7.14273711 9.54520853 10.56659181 10.16627257 9.69570940 10.07200260 2.56878610 NA 7.59272462 12.04524924 8.61404281 9.84741852 7.26510023 10.71324653 6.83625743 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 0.183 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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.40.0 NA NA 3 NA 2 3 3 3 3 1 4 2 0 0 0 0 0 0 0 0 0 0 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9.8827618 NA 8.9528402 10.3990550 9.8636450 7.9045545 5.9208292 3.9573575 10.3539605 2.4427843 7.6961232 5.2647841 9.3522470 3.4427843 11.3971866 9.3650484 8.7215637 1.4427578 4.9929814 9.0093802 5.1589913 6.8301843 9.2482960 5.6241126 13.4323290 4.2299724 11.8425945 9.7550172 9.2602231 4.6798235 9.4863958 8.9138770 11.0347055 11.5744557 3.1589833 11.7921427 10.1643700 11.8286449 10.4411715 10.2882725 NA 8.5302452 10.2439504 9.7896127 9.6319011 3.3358691 10.2274174 7.5567329 6.5241703 10.2213290 11.3971866 10.3166660 11.2017195 10.3730974 3.9208268 1.6354294 7.0191314 12.3472021 8.3271709 9.6994966 7.3936504 10.3894799 7.1232679 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 -0.152 -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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 69.40.0 NA NA 3 NA 6 2 3 3 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 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11.0348728 9.6499729 7.6979941 9.0301907 3.9203886 10.1098079 2.4756037 6.2540441 8.4718402 8.6162897 4.4955033 11.6488627 9.4115853 9.9157790 0.6276068 2.3056787 10.0365716 5.6893802 5.9130067 9.2915188 7.2714612 12.0891868 3.7739330 11.5992923 10.0903117 9.0722058 5.5440804 7.8370583 8.7864670 11.1196585 10.2624161 3.0605662 11.5154349 9.8458049 12.1214605 9.9236035 8.1098082 -0.6943213 8.5887652 10.7278442 10.4655482 8.6969206 2.7651104 10.9796485 9.4616841 6.3056769 9.5800550 11.5658614 9.3824926 11.0149762 10.0907206 4.3931416 3.2598751 8.6979944 12.0454575 9.0722058 9.8149571 10.2979072 11.6138737 6.6936946 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 -0.615 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 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 16-10-2014 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA asian NA 69.40.0 NA NA 1 NA 6 2 2 2 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 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3.2217379 10.0431904 5.8998064 8.8066978 2.9586942 8.3755408 4.3592400 11.3463737 10.1646407 9.5309843 0.6367290 -0.1002057 9.7951301 13.4760948 8.8442752 9.2073875 6.3592383 12.2113664 4.1345167 11.2595568 10.2058690 9.1060077 11.0126811 7.3537635 9.5285565 11.0619887 10.3853012 3.4441237 11.4606177 10.1084480 11.9013327 9.7348050 6.4076026 -1.6850135 8.4633212 10.6792530 10.3674128 8.5108322 2.1222089 10.6146252 9.8723037 6.4242049 9.8334980 11.0935379 8.7316422 11.1626851 9.9654478 3.1728235 NA 8.0813737 11.7779859 8.5291639 10.1677644 8.2835116 10.9061334 7.9960831 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 -0.662 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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.40.0 NA NA 2 NA 4 3 3 3 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.6504889 8.3620854 6.6767202 12.1733317 4.3132604 10.5986957 10.3174543 9.6880488 7.6896598 7.3821510 7.4175800 11.1823714 9.8588690 5.0115896 10.4043960 10.4817529 12.1865136 9.4942520 8.0396517 2.0522420 8.7324917 10.2909213 10.6517296 5.5116610 3.7891971 10.8642289 9.6025493 7.2912711 9.6984887 11.6852252 8.9737404 10.4267865 10.1248837 9.1187856 -0.1176308 7.9321533 11.9819815 9.8350463 10.5909578 8.0320523 11.2224332 7.3335159 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 0.280 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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.40.0 NA NA 3 NA 4 3 3 1 3 1 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1.838055e-06 6.589254e-07 9.6175722 8.3172032 -0.3902450 9.6999565 9.1653919 4.9136267 8.8217325 11.0303307 11.5307552 8.0021613 10.3068117 10.4163938 10.3137477 8.3411630 0.6098495 10.1634734 7.6542379 10.9286694 8.2698401 6.4802086 11.0421250 11.2577522 7.6624120 10.1289496 0.6098495 0.6098495 9.7190219 14.2787845 7.6266523 7.7519510 10.4557262 8.7026011 6.2963454 9.7564127 10.9252768 9.1245582 10.4666586 0.1948435 0.9317587 9.9602309 11.0956734 2.0692897 NA 7.6759330 12.1633534 10.8935113 8.6418899 9.5516254 8.5107108 11.0053782 8.6363676 8.0936600 -1.3902450 NA 8.1156555 10.4821342 9.6739132 7.6515031 8.3928425 5.7287858 10.0096561 4.9673946 6.8672318 4.4678272 10.0569273 5.8192978 10.7193483 11.1029490 10.1001936 -0.3902450 3.0021624 9.7841457 4.1644323 7.0486362 8.6487631 7.1215967 11.3831894 3.4156505 11.9566348 10.3081146 9.7576850 9.5391026 7.8506357 7.8952463 10.9064736 6.6973068 4.1017005 10.7426651 10.2419305 11.9654705 10.3912038 6.8859684 0.9317587 7.4832886 10.5562789 10.3249482 7.9935481 3.5640367 11.0319089 10.0339894 6.5582110 9.8917741 12.0606687 9.5842586 11.1744700 10.0764304 5.1016963 3.0692725 8.0213554 11.9996099 9.0651713 10.1270214 5.6973068 10.9136249 7.0569270 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 0.000 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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.40.0 NA NA 1 NA 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.040408e-06 4.855239e-07 6.6703333 8.3484051 4.9017985 9.7588978 11.0770324 6.1205365 7.9302418 11.4228593 11.5011825 9.6538450 10.3354661 10.4158918 10.9941337 9.5809661 -0.9183877 9.9049857 7.9945079 10.3976172 4.8889721 6.3899574 11.6702161 10.9544858 8.1314670 10.0850592 1.4035404 3.2910731 10.0531621 15.3688980 10.1842504 7.8112392 10.6417125 9.3594871 -0.3333343 9.2843545 10.2686613 9.1914491 9.7349114 0.4035950 6.3437134 10.1335071 10.4460269 2.5410439 -0.9183877 8.2788351 12.6764097 11.2173279 8.3354658 10.3047152 7.7975805 10.9308282 9.3922313 9.2128324 -1.9181150 -1.9181150 8.3967683 11.1788277 10.1236199 7.6590476 8.0108772 3.5410563 10.3074285 5.5245621 8.2005598 1.0816123 7.9129259 4.1260147 11.4430141 10.3342840 10.2602834 0.8890062 -1.9181150 10.3557054 10.7191491 5.2515449 9.7272771 6.3200225 12.3293977 3.7266242 10.6651715 9.7304255 9.0830266 9.3074285 9.2714432 9.1294242 11.2953303 10.0949412 3.8629770 11.6489805 9.8209772 12.0436108 9.5769739 7.5451429 0.6665748 10.0145715 10.3401846 10.7496171 7.0928459 8.2921923 10.9055828 9.5854144 6.1690812 10.1537511 11.6987416 8.8937957 11.9999228 10.0973821 5.1670648 NA 8.0942429 12.3113386 9.4197978 10.2367529 9.3007870 11.8707446 7.7752448 9.6940263 -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 -0.433 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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.40.0 NA NA 3 NA 2 1 3 1 2 3 4 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 3.468028e-08 0 10.843173 8.680444 1.029418 9.700638 10.382539 4.199319 10.156956 10.856470 11.257401 8.713556 10.750491 8.874882 11.082413 8.734448 NA 10.966520 9.700638 11.692357 7.895640 7.059139 10.717059 10.818925 8.215919 10.460304 1.766341 9.551646 4.088286 15.388157 9.303964 7.604300 11.335074 10.861754 4.801981 10.144869 11.460889 9.405879 10.871218 -0.555545 7.589088 10.522580 10.787060 3.029400 5.573711 7.547717 11.871742 10.340762 10.980676 9.647777 8.165529 12.037820 8.392797 8.430271 -0.555545 -0.555545 8.515891 9.392797 7.903861 9.534542 10.484034 4.487949 10.455657 7.185896 9.139658 3.029400 10.712386 4.144870 10.410213 10.000935 11.438075 1.029418 -0.555545 9.354322 7.029392 8.215919 7.505125 6.991323 11.617482 4.291427 12.016656 9.916104 10.546405 11.156526 6.711215 6.477852 10.622472 8.095481 4.398624 9.829213 10.864389 12.199317 9.360309 9.251784 3.029400 7.832446 11.311260 10.132680 5.836747 5.059139 10.961114 10.258964 6.044342 9.978732 11.355821 9.136173 9.180831 9.583981 3.351317 NA 7.245329 10.836747 9.125668 9.766357 9.055454 11.111541 6.967992 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 0.282 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 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 16-10-2014 male 2007 177 NA NA kidney clear cell renal carcinoma yes NA NA white NA 68.46.0 NA NA 1 1 4 2 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1.699334e-06 6.936056e-07 6.7394579 6.0972716 7.2095372 8.9935597 10.8503042 5.3491423 7.1302483 11.0685820 10.4382531 8.3421231 10.2722834 10.6338271 10.9019430 9.6463490 -1.3375210 9.9099771 7.3421227 10.0251347 6.8325673 5.8123904 11.2136300 10.4780261 7.7015615 10.6639209 -0.3373387 3.8325660 9.9387673 16.0684574 9.6356227 7.7501060 9.7008759 9.1614919 2.8325660 9.9732557 10.8297473 8.5299217 9.8998528 -1.3375210 4.8123904 10.7374533 10.6867436 1.9845529 4.0889048 8.5143918 12.3362832 11.2625557 8.1117914 9.4464595 7.5018467 10.9001516 8.5740349 8.8300610 -1.3375210 NA 8.5604884 10.3006262 9.8950638 7.8769620 7.4108355 2.8697530 10.0152380 4.5933777 8.2992676 3.9105696 9.5627549 4.3350687 10.6208331 9.4057941 8.9468887 -0.3373387 0.2475630 9.7711674 12.1862048 6.8425515 9.0762707 5.9200312 12.6228258 3.0307069 11.7376205 8.9538135 9.2258391 9.0506600 8.6780578 7.7097669 11.5414601 9.7056701 4.5695336 11.4913744 10.2424302 11.8029934 9.8932638 7.0069387 -1.3375210 8.9777925 10.9731307 10.4112551 8.3973525 6.5513253 11.0105410 8.4308272 6.2324977 10.0635222 11.1984042 9.0794402 12.0402601 9.9913178 5.2920013 NA 7.0720340 12.4586825 8.2810282 9.5604884 8.5018467 10.6259002 7.0549602 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 -0.65 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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.40.0 NA NA 2 NA 4 3 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 5.6942980 7.0265467 6.3584297 9.2424177 8.9734256 5.8813832 6.4043803 11.0747639 10.6580085 8.8020710 11.2441560 11.4376300 9.9059485 9.2168940 -0.9129446 10.0638890 7.6202968 10.9625244 6.5987195 5.8284336 11.6768522 10.0939943 8.5319818 10.3482157 2.0869536 1.4088749 9.6822244 15.2578407 9.9604111 8.2417849 10.6970690 7.1849993 1.9938555 9.5692708 11.1141819 9.1340910 10.0429801 -1.9132162 5.4878465 10.3924588 10.6477775 0.4089292 NA 9.2872525 12.9538112 11.8751755 7.7398117 12.8704768 8.7353245 10.9170860 9.2890909 10.3961591 4.1093355 2.9449521 8.2903152 11.6096711 11.2165720 7.6625060 8.8543239 4.0177082 10.3717911 7.1121069 5.5868128 6.5381781 9.5273171 3.7016821 11.3390410 10.9550178 7.6549231 0.4089292 3.5464006 10.4717507 11.1953281 9.3758331 10.0599468 6.4133961 11.0298480 8.2565913 12.4926403 11.4110069 11.6844377 9.2562658 8.2149611 8.5371473 10.9621404 9.8955291 2.4792823 10.9375446 9.9055492 11.7675463 10.5540630 5.2964207 -1.9132162 9.4229156 10.8927109 11.1579265 9.0756516 0.8942939 10.8689414 9.8303119 5.8683262 10.6224854 10.6648679 9.2026609 11.8707837 9.4787476 4.4268149 NA 8.1915656 11.3824489 9.0834405 10.3601798 7.8975387 10.1432660 7.6473001 9.6021740 -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 -0.312 -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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.40.0 NA NA 1 NA 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.144449e-06 5.895648e-07 6.1384295 7.4932310 7.1086259 9.2312449 9.2879494 5.5015952 6.2812865 11.1317093 10.7991340 8.9557098 10.8686750 11.2108281 9.9817254 9.5026369 -1.9329120 9.8819495 7.3407625 10.5688038 5.9496096 6.0269682 11.7116115 10.3477374 8.1820104 10.1967197 0.6519587 1.9738684 9.7305247 15.7982259 10.0496037 7.8887408 10.6213156 7.7587103 1.7674006 9.3581373 10.6963232 8.8483262 9.7850714 -0.3481332 6.1330559 10.3430910 10.8004056 1.0669502 NA 8.9984429 12.9066133 11.7524819 7.4932310 12.3666754 8.2837125 10.8235229 9.2443862 10.1225880 3.7393945 1.8743248 8.4784776 11.4549839 10.8170454 7.3730287 9.3430911 4.5905302 10.2678652 6.9738569 6.2666385 6.0153348 9.3290615 3.7393945 11.4108463 10.6526334 8.0050760 0.3889059 3.4932374 10.3678911 11.8612809 8.6612911 9.9061704 5.8613822 11.6446314 7.5862296 12.2488177 10.9471241 11.2130579 9.8548692 8.5140497 8.3430911 11.0917600 10.0896811 1.7674006 11.3017840 9.7700049 11.8642228 10.2663322 5.4332900 -0.3481332 9.5197225 10.7078893 10.9749838 9.0013947 1.5264194 10.7338563 9.7766622 5.9061715 10.4592840 10.9817255 9.1168152 11.6676926 9.6913051 4.2516434 -1.9329120 8.1820104 11.6108443 8.7820707 10.2387688 8.3843793 10.2644905 7.5039489 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 0.676 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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA asian NA 69.40.0 NA NA 2 NA 5 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.005728e-06 2.42762e-07 8.0494010 9.0796930 5.4628670 9.5624823 10.1501922 6.6191078 8.1168721 11.3000527 11.3087680 8.1970019 10.1643954 10.4702159 10.5391946 8.8026017 0.2055176 9.9678621 7.8053931 10.4960750 5.8919805 5.4342980 11.5510240 12.5308559 8.2222882 10.5565574 3.4908781 1.3754009 10.4940579 15.4701518 10.1176210 7.7581492 9.8893520 9.9831464 2.5274207 9.7595893 10.6028874 9.2188027 10.0850634 0.7904384 6.5977978 10.0300412 11.1228523 2.2929290 -1.7943573 8.3628271 12.5192135 11.3951503 8.3166160 10.6707915 8.6020849 11.0238626 9.0827643 9.1560360 -1.7943573 NA 8.7610279 11.1419341 9.8151207 7.7504444 7.9884785 4.9334027 10.3514123 5.0634598 8.1984185 6.4051517 8.6159316 4.7600666 11.3437520 9.7805467 10.1618563 -1.7943573 2.9603634 10.0696663 9.1123707 6.6401090 9.3953047 6.3244218 11.9075446 3.1012635 11.2409666 9.8026017 9.4687493 8.5739868 8.1913223 9.0359953 11.4511814 9.9941986 3.9868387 11.3213366 9.9214421 12.0013169 9.7344226 8.0128351 1.7904384 8.8946047 10.5756226 10.6130135 9.0047618 6.2163714 10.7847961 9.7762846 6.3723967 9.8985314 11.9235849 8.8484345 11.4996701 10.1973563 4.0881246 -0.7946075 8.3074558 12.2508986 8.9282877 10.2832973 8.9536729 11.3844562 7.3195087 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 -0.146 -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 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 16-10-2014 male 2007 NA NA NA kidney 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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 16-10-2014 male 2007 NA NA NA 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4.7628431 NA 9.3548028 11.6813100 10.9800749 8.4371541 9.0931635 7.7045767 10.3562976 8.1459724 8.5195116 NA -1.1440103 8.3892833 10.2525584 9.4530751 7.8948723 11.6087524 2.7628378 9.5957343 6.7014437 7.6340305 7.2988975 10.7507714 4.2482692 10.5927783 10.5986841 8.9916630 -1.1440103 1.8559498 9.0726994 10.5314697 8.1711032 8.0158248 5.1413551 13.3311804 3.8653943 12.7278589 9.4446683 9.8072383 10.3255954 9.4889488 7.8866209 11.0460869 10.3250866 4.4409190 11.0196033 10.2222758 11.3902565 10.2168007 8.3009684 -1.1440103 8.6454873 11.2430959 9.7777946 6.9539857 7.3235592 11.1899475 7.5699239 7.0991279 10.1488504 10.8724137 9.9787817 11.9742459 10.4679006 4.4327791 0.4409522 6.0158254 11.9114055 7.6536154 9.2320791 8.8145062 10.7874299 6.4333818 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 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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 16-10-2014 female 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.40.0 NA NA 1 NA 1 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 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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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.40.0 NA NA 1 NA 4 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.075089e-06 2.42762e-07 6.5465858 6.8116393 NA 9.9286674 9.4634099 3.9494509 7.2541575 10.6959340 11.3269881 8.5606607 10.1579099 11.3853479 10.5333914 9.4967348 -1.9334630 9.1922186 8.1166538 10.2989262 5.0891718 4.9371702 11.3244876 10.3469959 8.4033116 10.5541678 0.6517750 1.5262191 11.5934266 14.5080796 11.1043521 7.1516133 12.4998689 9.4282006 4.2762584 9.3717268 10.4556296 8.3556713 9.7250165 -0.3483168 3.7947278 10.2279369 10.4836026 1.9736847 NA 7.7998204 12.6615962 11.6993460 8.2216234 9.9751977 8.2738194 10.7987605 8.9410180 9.4967348 NA NA 9.2247836 11.3453997 9.5252117 7.8082718 8.7259091 3.7392325 9.8697252 4.4243578 6.2165519 -1.9334630 8.5097485 3.9494509 11.5831207 10.3147325 8.6769070 NA -1.9334630 9.7563663 8.1883386 5.4591234 9.8583750 6.0210022 11.9591582 2.9528740 11.4177443 9.6647459 9.7241235 11.5737325 7.3637213 8.5384804 11.3604204 6.9371702 3.4591168 11.4364024 9.6966171 12.1053812 9.7685448 6.8644660 -0.3483168 8.5097485 10.6531406 10.3490247 8.2992259 5.9796938 10.7352469 9.0188183 5.1542672 9.5118198 11.7570214 8.6156271 10.7429825 9.9525015 3.6770910 1.9736847 8.3591267 12.2958492 8.7844814 9.7227829 7.3241932 10.6134584 7.4265549 9.1152918 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 0.000 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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.40.0 NA NA 1 NA 6 2 2 2 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 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8.3951644 2.3548753 9.9075439 6.0963420 7.7706163 1.9398284 9.0622340 3.9695834 10.6483464 10.4179328 8.8071160 2.6768090 2.6028132 9.1630345 11.7081595 5.6677587 9.0014335 5.2496918 12.1296619 3.6742799 11.9045392 9.5691939 9.3300062 9.0535795 8.6051732 8.1476649 11.1435932 8.8833288 3.9695834 11.7304573 9.7621425 12.1188133 9.7973000 6.6448931 -0.6452094 8.7600163 10.6814054 9.4310224 8.8356648 4.7465063 10.8983900 7.9714234 6.1427769 10.1026482 11.3274957 9.3271367 11.0844956 9.8567120 3.9987281 -1.6452094 6.7853269 12.0987625 8.5160069 9.4822243 7.6193176 10.1798336 7.2680338 10.1968323 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 -0.486 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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.40.0 NA NA 1 NA 1 2 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.44364975 8.97668326 4.09969075 10.95695755 10.01672195 9.41606280 -0.01581171 0.39922579 9.46803279 8.01764024 9.77429389 8.77754925 5.97668440 12.53496379 3.20506402 11.88558676 9.74964119 9.27269859 10.51592332 9.58969646 8.63885291 11.20620682 9.56855318 3.48671437 11.46332359 10.18838052 12.13650185 9.57480410 6.31214418 -0.60077421 9.03315784 10.70520790 10.15288918 8.28495084 3.44364643 10.75046984 8.89802389 5.83504991 10.14828591 11.36124676 9.27269859 11.55628556 9.84582089 3.51985637 NA 7.24787721 11.61114282 8.64242866 10.07521158 7.72568391 11.09077994 7.28189758 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 0.743 0.743 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.40.0 NA NA 1 NA 6 2 1 1 3 1 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.2305628 5.4817833 7.7998346 6.5433876 8.5235357 4.0699685 11.2642002 10.0369913 9.2619116 0.5845777 4.2168118 10.3046174 10.6993276 9.0883698 9.2160850 6.4072746 12.2504130 4.4168262 11.3708138 9.1829688 8.9181468 9.8172050 8.0923391 8.9905366 11.3337432 10.5635406 4.3500799 11.3017065 9.9297277 12.1525953 9.6762440 7.0406930 -0.7374466 9.0994554 10.4854773 10.4527494 7.6592210 3.2626136 11.0441807 9.6703778 6.5709547 9.9403358 11.8982209 9.2505907 11.7666902 10.0120665 4.3711406 -1.7374466 8.0208394 12.2971572 8.3246621 10.1796152 8.6804685 10.8482829 7.3206074 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 -0.321 -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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.40.0 NA NA 2 NA 6 2 3 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.21381e-06 2.774423e-07 8.0147659 9.0540114 3.8718042 9.2702778 9.7336109 4.8152270 7.9173225 11.0654283 10.4625391 9.0682054 10.2180378 10.3096402 10.3383684 8.3595453 NA 10.1797970 7.5052693 10.0231174 8.0722350 4.9787219 10.9725379 11.8994306 7.5807590 10.8759781 4.5636829 -1.4134994 9.5715363 16.0758149 8.4161287 7.5722477 10.2107445 8.7909769 3.5864045 9.6443976 10.3611930 9.2410419 10.1163245 0.1713349 6.3075050 10.5647588 11.2374576 1.1713990 1.5864045 8.7897540 11.9754994 10.8987217 7.9461554 10.4021894 8.4287563 10.7535104 8.7500557 8.9733461 1.7563402 -1.4134994 8.2937650 10.3412934 9.5340429 7.7285131 8.5347733 3.3937594 10.0631521 3.6308015 8.0742458 4.7563295 9.5442334 4.3143267 10.9114303 10.9423075 9.1937363 NA 3.5405977 9.2997925 6.0942002 8.6685549 8.3446292 6.3006509 12.6177625 3.1360765 11.9223545 9.8712301 9.0802614 5.9351344 8.9711897 8.1060420 10.8349265 10.3901335 3.2302645 11.0974173 9.9178827 11.5545327 10.3404582 8.2284575 -1.4134994 8.4065847 10.7221377 10.0585890 7.5406023 0.1713349 10.9159220 8.8654710 7.7437526 9.8758485 11.2468476 9.6831211 10.9814045 10.3023680 4.1969847 2.1713670 7.1713680 11.7885297 8.5007909 9.2737816 8.8104074 11.0301265 7.2798928 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 0.381 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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.46.0 NA NA 2 3 5 2 3 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 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 5.548845e-07 8.0245734 7.8621433 4.8242740 8.9243220 10.5631577 6.8242752 8.7084780 10.8862349 10.2626245 9.2975922 10.6409182 9.8658758 10.8030158 9.4219710 -0.7302487 10.1268896 8.0111529 11.0249910 6.9278976 6.7615393 11.0283258 10.3236120 7.8917381 10.4906629 2.5916076 5.5176127 9.7565211 15.5891642 9.4345930 7.3624436 9.7504764 9.1825754 3.9701266 10.2717979 10.4137069 8.4015430 10.1017849 0.8546340 6.4495944 10.9162449 10.8518281 1.5916315 NA 9.6039594 11.7456728 9.8117507 8.6533904 9.6843713 6.7126302 11.0620698 8.1915271 8.2583710 1.8546340 NA 8.1369650 9.6928020 8.9243220 8.1025763 10.2975921 2.0770379 9.8602732 4.3989660 6.3989694 5.1765781 10.8213944 3.9701266 10.7219274 10.4791395 10.2633321 -0.7302487 2.5916076 9.5469735 9.6896463 7.9135423 8.4270329 6.1523295 13.3547436 4.3167033 12.3770667 9.2892768 9.5539318 6.1400506 7.0898646 7.7615393 10.7615392 9.3290305 5.5364726 10.6864836 10.3617825 11.5083894 9.9561866 8.5643069 NA 9.0060882 11.3849672 10.2114673 5.5364726 5.2920529 11.1404361 7.9153805 7.2920538 9.7280928 10.9283439 9.2340270 10.8328824 10.3755947 4.6526987 NA 6.9561868 12.3783739 8.5870987 9.5376432 9.6533904 11.2728526 6.8088445 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 0.104 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 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 16-10-2014 male 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 68.46.0 NA NA 1 1 1 2 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 2.670382e-06 1.17913e-06 6.2509066 7.2002807 3.1298929 8.9538958 10.1117444 3.3315189 6.5358834 10.7031602 10.3759198 8.3315256 10.2226489 10.9304681 10.4162185 9.4254312 -1.1919857 9.9841369 7.1071721 9.0427811 7.3816113 5.5761472 11.0253156 9.4088059 8.0956760 10.3560968 NA 2.3929219 9.6313310 15.5564841 10.8618896 7.5426736 10.5273525 10.2963060 2.9778844 9.6565866 10.3872796 7.6056254 9.7923822 -1.1919857 5.1117450 10.6620529 10.5324775 6.4661752 -1.1919857 7.3548585 12.2230452 12.5099199 7.3702061 8.6040035 8.6023797 10.4171424 8.5273527 9.1862586 -0.1919857 NA 8.3038186 10.7110924 9.4634943 7.5761480 8.6249475 1.9779027 9.5066684 4.9977892 7.8023173 2.7148609 9.5426732 4.8079628 10.8058488 9.9013813 7.5827509 NA NA 9.1489265 15.2546755 9.4162184 8.5443656 4.8303314 12.1487874 5.3872040 11.9120710 9.7512111 8.8713589 10.0307586 9.1895066 8.1720984 11.3312806 10.6384789 4.7852419 11.6217449 10.1533690 11.8779169 9.6337175 7.1433536 NA 8.8261639 10.5771404 9.6837131 7.4152939 5.7852445 10.8261638 8.3451821 6.3471217 10.1770157 10.9259314 9.0805934 11.1868004 10.3519622 3.6659498 -1.1919857 5.8523585 11.6676926 7.4518202 9.4732997 7.7621601 9.9760090 7.6249475 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 -0.522 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 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 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.43.0 NA NA 3 3 4 3 3 3 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 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.491252e-06 3.468028e-07 10.1407162 8.4936577 4.2306257 8.7646016 9.6613545 3.8472954 8.7310002 10.5555538 10.5447155 6.9747840 10.4607237 10.0852838 12.1417155 8.4296411 -0.6762264 10.2124758 7.8628915 10.7421123 7.6275135 6.3461006 10.6829331 11.8108189 7.0310919 11.6192834 0.3237736 4.4530171 5.8315277 16.2286024 10.5011521 6.7160498 10.2772016 9.8325177 3.9675929 10.5543535 11.1731377 8.4581589 10.3688096 -0.6762264 0.9086592 10.9416591 11.0865298 2.6456556 NA 8.5380515 11.8921638 10.4753835 8.4555894 9.7020274 9.8897867 11.3783369 7.7415850 8.5834758 NA 0.9086592 8.5404784 9.5633311 8.9086952 8.1439117 9.5573523 0.3237736 10.1439116 3.7831633 6.0379774 6.4217653 11.0537781 4.8155857 10.0761132 10.3674435 9.7224763 NA 0.9086592 8.5951956 7.7625242 6.3124165 8.2336259 6.4836046 14.3154316 3.3505397 12.7376249 10.5017749 10.5811204 7.7031111 8.3844285 7.5135571 10.7117499 11.4629641 3.0241778 10.4472074 11.0520783 11.3038722 11.0525035 8.8492534 NA 7.8115725 12.0006747 9.8667644 8.1246326 2.7831633 11.2746529 6.9655673 9.0550516 8.8551139 10.5519501 10.0388366 8.5110845 9.8512096 4.1817148 0.9086592 5.7499981 10.6172042 7.6900546 9.2381176 8.1597831 10.4703013 5.0516549 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 -0.132 -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 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 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.43.0 NA NA 2 2 1 3 3 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 9.710479e-07 4.161634e-07 6.4027222 8.1100427 1.2570710 8.9223810 10.1812640 5.3613824 6.6900050 10.6782685 9.9849657 7.0899356 10.0682594 10.7624599 11.0981378 8.6916734 NA 9.7230197 7.5424477 8.9685401 5.9685401 4.9351155 10.7136050 11.8745127 7.4625939 10.7436430 1.2570710 2.1050411 8.8008504 15.3773317 9.3790967 8.4289727 9.5219568 9.2343253 3.5789749 9.4057761 9.9657843 8.5571688 10.0045670 NA 2.1050411 10.5942211 11.1066067 1.7424806 0.5200450 8.9822410 11.9136489 11.3886450 7.6732094 9.0357795 8.5986752 10.1669383 8.0410255 8.5879620 0.5200450 NA 8.4448923 10.4877863 9.9372289 7.0949887 6.5789734 2.9351203 9.4762138 0.9350825 8.2926690 4.5498293 9.5331697 5.0012078 10.3359966 9.9052230 8.1711313 NA 1.5200953 8.8849437 6.5644742 5.7164779 8.3634773 4.8420083 12.7670181 3.2026528 12.0639171 9.7907644 9.9574850 9.7376335 9.0631114 7.8177601 11.3085261 10.4508170 3.2570408 11.3673980 10.4824937 12.3488773 9.9428452 8.7164769 NA 7.8208134 11.1678378 9.7954282 6.8177601 3.6900036 10.6145972 7.0331488 5.7164779 9.7711676 10.7903750 9.6774267 11.2755236 10.5101836 5.4897067 NA 5.3780607 12.4020858 7.6698269 8.8054817 9.2491338 10.7177059 7.9351173 10.7806072 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 -0.501 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 10.700403 12.113315 10.709904 10.290468 9.448845 11.643770 5.344509 3.257041 7.835984 3.635557 13.474639 9.510864 9.083594 10.409771 7.670707 8.082322 10.658351 7.726280 10.282739 10.198973 8.325286 9.019248 10.218171 8.035779 7.582576 11.484661 13.192137 10.617673 10.494972 NA 8.663038 7.001207 10.162131 10.420946 11.539439 9.727908 9.461616 6.173521 9.650221 6.124942 8.346628 9.121231 5.043642 6.011932 9.207747 8.489706 13.766127 8.373909 12.303896 7.116469 10.748498 11.081368 15.137605 11.115337 14.731816 10.364524 1.520095 10.109419 9.165138 9.785304 8.577169 8.363477 9.168737 10.268832 9.416917 11.230312 5.001208 4.663037 14.977987 10.513962 9.288264 6.394548 10.359808 -1.064917 11.314225 NA 12.911950 10.955823 10.748097 10.6782685 10.0682594 5.1830458 6.4664982 8.9547079 8.7695883 5.9685401 12.7700819 3.6900036 13.3513869 12.5290918 8.4567175 8.8462394 10.0018791 4.4897035 0.5200450 10.0553550 8.8702821 9.8885860 9.8695453 11.1372410 11.3687026 11.3247485 0.9350825 10.0861337 7.9152568 9.1711313 10.9019830 9.5771688 2.3945416 10.0258912 8.4664987 9.4916232 8.8849437 6.2838459 11.3085261 11.2004392 NA 13.8020097 12.7153493 10.5803252 9.7954282 7.9602568 10.9985122 10.7201609 11.5523780 9.4246240 TCGA-BP-5173 75 1 54 NA kidney stage i t1a nx m0 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.43.0 NA NA 3 1 6 1 2 2 2 3 NA NA 0 0 0 0 0 0 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 1 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 2.254218e-06 9.363676e-07 7.4947780 6.0679635 NA 9.4837396 9.6509535 5.1669725 5.4470799 10.7476356 9.9632448 9.3740375 10.3608255 11.0272369 9.3344427 9.3851534 -1.4477213 9.9627149 6.6183532 8.7045483 6.4164496 6.1221198 11.4844782 10.3576042 7.0481185 11.0044609 -1.4477213 2.0117103 8.7918619 15.6331330 9.8428583 7.7321729 10.3772222 8.3004564 4.1669725 9.2970974 10.2149318 7.6994683 10.0899672 -1.4477213 6.5352567 10.4152882 11.3458668 -1.4477213 0.5522787 7.7690093 12.1091287 11.2784816 7.6892544 9.7039143 8.9837612 10.4032316 8.3121514 9.2500999 NA NA 9.0065628 10.5331170 9.2784815 7.5381051 9.6568623 3.4591562 10.1367562 5.3724437 7.2387639 4.0758235 9.8219745 4.2527033 11.0355754 10.0274903 8.0340627 0.1372412 3.1961191 9.6522687 13.4569451 10.1678930 8.5252432 4.0441143 12.3302379 3.4896072 11.6154900 9.0491172 9.3458667 12.2814593 7.8628760 9.0350715 10.6085625 9.7942466 3.4102461 11.4694490 10.1423827 12.1954432 9.8353517 6.3466786 NA 7.7371385 10.1946491 10.2540031 7.5151597 3.1372248 11.1114015 9.3212747 6.2937310 9.5028193 11.3754316 9.9658913 11.0157878 10.4625314 4.3336241 -1.4477213 7.5093657 11.1681229 7.9658916 9.3636381 7.2767777 10.0919070 7.3138145 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 -0.419 -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 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 16-10-2014 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.43.0 NA NA 1 1 6 1 2 1 2 3 NA NA 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 9.710479e-07 2.080817e-07 6.019513 5.098946 4.539519 9.379939 9.053143 2.706619 6.098948 10.365287 9.907528 8.370188 10.229211 11.260979 10.144382 8.434550 NA 10.319037 8.196478 8.862713 6.299087 6.166061 10.717857 9.922769 7.291592 11.034648 2.513996 1.028569 8.122371 16.867368 10.973123 7.230191 9.498606 9.155778 5.306543 10.018945 10.910589 7.552120 10.096261 NA 3.751024 11.079767 10.776079 -1.293359 NA 6.413988 12.271493 12.316501 8.366626 8.612017 7.959295 11.568104 8.676735 7.906302 -1.293359 NA 8.010410 10.723438 7.893982 7.804662 8.935448 2.439995 10.194972 4.350483 7.420875 1.513996 10.583146 4.028560 10.531191 11.060328 7.576994 -1.293359 1.028569 8.345065 11.252801 10.434550 8.068574 5.335987 13.605845 3.045775 12.405443 8.898922 9.583914 11.912728 8.504291 7.295344 10.744176 9.707334 2.166073 11.521012 10.167597 11.423235 10.308864 6.448096 NA 7.607496 11.250529 9.719254 8.407069 2.706619 11.637182 8.033059 6.157840 9.973416 11.560719 9.526808 10.095185 10.130271 4.702114 NA 5.804663 11.310256 7.090334 9.179320 6.306543 9.700275 6.706630 10.609005 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 -0.625 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 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 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.43.0 NA NA 3 2 2 3 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.144449e-06 5.548845e-07 7.9758382 6.4120922 9.2726125 8.3935445 8.9046470 3.0144981 7.4120922 10.3273825 9.6934382 6.9722710 10.1358338 10.1997563 11.5380615 8.6040787 NA 9.6075315 8.5332285 10.3027446 7.8952602 5.2682547 10.5106620 10.9209277 7.4225845 10.6798410 2.4839834 5.3584525 5.7734927 17.2954822 10.9074510 7.4939691 10.4889855 8.2884744 4.6716104 10.2841657 10.8039078 8.5476796 10.0781021 NA 3.3140584 10.7642401 11.4342977 2.7734900 NA 8.0248665 11.6376776 11.0338765 7.8376216 9.2314319 8.0622529 11.0179634 7.3693426 9.0970579 NA NA 7.9287694 9.3801491 8.1214149 8.2740617 9.8366414 2.7734900 9.9802838 3.2209490 7.8178854 1.8990209 11.2877572 3.8990209 9.8877070 11.3502335 8.4914796 NA 6.2447976 8.5308058 10.2991903 10.5075853 7.7020771 4.2682547 14.3697660 2.5800972 12.9993562 9.2941994 10.0188280 8.6155561 5.7734927 6.1595505 10.6241046 9.3308680 2.3140584 10.8777328 10.4323521 11.3381606 10.4871123 8.6472152 -0.6859416 7.2209500 11.4514769 9.8676891 6.7652708 5.3913037 11.5509710 7.2269487 7.9686962 9.5925094 10.2565743 10.0496159 9.6292094 10.6166988 3.2209490 0.3140584 5.2682547 10.9470551 7.2269487 9.0970579 9.4751917 10.0764419 6.3027449 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 0.174 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 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 16-10-2014 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.43.0 NA NA 1 1 1 2 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 2.635701e-06 9.363676e-07 6.62258779 7.08331763 6.74135777 8.84293799 9.98905412 4.78880576 5.26205725 10.76122692 9.73035278 9.46156273 10.05095465 10.77815731 10.64854031 8.94165596 NA 10.13346592 7.20278109 8.35812413 7.52661817 5.72814093 10.99596242 9.94451574 6.91468889 10.96344826 -0.03563834 6.10733427 10.06722661 17.15405268 9.15995331 7.23428192 9.84191590 8.49835460 5.09365736 9.86272553 10.54620439 8.36383207 9.61003450 -1.62060084 3.66481276 10.81976373 10.93016037 2.28628976 NA 9.13430104 12.23758890 11.92365358 7.92051007 9.50159439 8.45889830 11.27744805 8.38082164 9.00603513 1.70132726 -1.62060084 8.12760646 10.40559122 8.50869644 7.97187057 7.81820572 3.13430310 10.02462165 3.07985594 7.52916034 1.18675408 9.93639855 3.13430310 10.58092492 10.68062395 8.00512261 NA 0.37939916 8.68775254 11.98188047 4.21230474 8.50740776 4.71926560 13.42265453 2.31582704 12.34862022 8.46554967 8.58276146 12.28527063 7.35669317 7.72148819 11.03762506 9.88572123 3.46687505 11.68119553 10.03673203 11.20138680 9.85717190 6.40731876 NA 8.40316801 11.18179667 9.87226825 7.11073281 6.27398950 11.51944450 7.81803887 6.80986586 9.81820540 11.00512247 9.45087596 10.98581882 10.19359546 5.53928601 -1.62060084 5.65553788 11.66928840 7.71480394 9.59797673 8.11412336 10.16649992 7.32192809 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 0.256 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 0.256 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 16-10-2014 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.43.0 NA NA 1 1 5 2 1 2 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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8.6811934 5.8926970 12.9209386 3.7047945 11.8602296 9.3260618 9.4730989 10.3551069 9.3077352 8.6937936 11.1560735 8.9463355 5.9463355 11.4980088 10.6259698 12.1286393 10.2146257 7.4593283 -0.1516825 9.0577568 10.9676824 10.4351433 4.5207302 3.8927019 11.1984140 7.8643316 6.6164886 9.8734430 11.4937368 9.3087595 12.1838334 10.3481494 4.4028927 -1.1516825 6.6811934 13.1006733 7.9980505 9.2135325 8.1657160 10.9069717 7.3796851 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 0.432 0.509 0.509 0.543 0.000 0.525 0.525 -0.115 -0.115 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 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.43.0 NA NA 3 3 4 3 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.456572e-06 5.548845e-07 7.7177038 8.5934920 0.3455099 8.5403214 9.0320650 4.0825323 6.6123510 10.9879171 9.6131314 6.8480645 10.3356684 11.5729798 11.4545245 7.5839696 -1.2395661 9.7926476 8.4418403 9.5791841 7.2159290 5.8266908 10.9255089 12.1459251 7.2644276 11.2413492 2.2200203 2.2200203 8.3549264 16.3108001 11.0147448 6.9797704 11.1900087 7.7464438 3.4044536 10.0494681 10.6682438 8.8730414 10.0197567 NA -1.2395661 10.9488817 11.4076106 NA -1.2395661 9.0666637 12.2209299 9.8612644 7.8131700 9.1312893 7.9797704 11.1402511 8.4558302 8.9663953 1.3455667 1.0824982 8.3016988 9.9779539 8.8937441 7.4782786 10.3380308 2.2200203 9.8124907 3.1529135 6.5871504 1.0824982 10.3123102 4.8691262 10.1307444 10.5304398 8.4062603 1.3455667 1.0824982 8.5154893 7.6154700 5.7718301 8.3567918 3.0825323 13.7347476 1.8915358 12.1265143 10.6332768 9.9448574 8.5386790 6.8158841 6.9305268 10.7998638 11.0370172 2.0825323 11.6599589 10.1604139 11.4199290 10.7335818 8.5204902 NA 8.2159290 11.1781407 10.1301994 9.6355834 8.5353726 10.9572041 7.1301988 7.4330270 9.8467382 9.8956699 9.7563692 9.9485725 10.0740519 3.0085227 NA 5.8691262 11.2439139 8.3266560 9.1443062 10.1416041 9.5550178 6.4953114 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 0.322 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 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 16-10-2014 male 2004 1892 NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.43.0 NA NA 3 3 1 3 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 1.144449e-06 2.080817e-07 7.4317817 8.5925550 9.0666960 9.1713840 8.3030483 2.7371892 7.0742293 10.6052862 10.3611724 9.4103642 10.1358259 11.1485942 10.3538402 8.6004028 NA 9.9725791 8.0648063 8.6864837 5.9970620 5.4665456 10.7735129 11.3154184 7.6108004 10.9218195 4.4434608 -0.5106626 10.2520645 16.5744076 11.0412157 7.8179423 9.5053791 7.7607299 3.7372000 9.8735113 10.4129661 8.0225970 10.1163450 0.4892346 NA 10.9366087 11.4654732 NA 4.1616942 9.3339729 11.9894866 12.0157664 7.3347569 8.9841228 8.5268142 10.7475387 8.4155631 9.4177854 NA NA 8.4288463 10.6162942 8.4420083 7.6840241 10.4729734 3.1331196 9.3886242 2.2966336 9.4643987 0.4892346 9.8653926 4.4665488 10.4085030 10.5133680 8.0380893 NA 2.3961595 7.5472586 11.4676201 5.4779525 7.5872990 5.0591216 13.2119146 2.5231354 12.3215638 9.8697282 9.3229480 8.5046824 8.5886150 6.9650004 10.2107936 11.3517108 1.9487130 11.3923958 10.2378793 11.8705397 9.7964680 9.2624064 -1.5108681 8.7525362 11.2656118 9.8407586 8.2982312 6.6179831 10.6204810 8.4521630 5.6987213 9.8218633 10.3573180 9.5720815 11.1914398 10.0919661 4.2285724 0.4892346 6.3596319 9.3923958 7.6056114 8.8708101 10.6913910 10.2167622 7.1039770 10.8764767 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 0.000 -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 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 16-10-2014 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.43.0 NA NA 1 1 1 2 2 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 6.6160606 7.5525438 2.5553744 8.9951956 9.6949161 5.0945232 6.2488517 10.9766407 10.7396202 9.8367152 10.0532166 10.8224440 10.4509401 9.0147963 NA 10.2255784 7.2866834 8.3018789 6.5440495 6.0945232 11.3874636 11.1769587 7.4592464 10.9162694 -0.4445765 2.4622618 11.0886944 16.7240026 10.1965134 7.6560272 9.6762507 8.7648182 6.2968318 9.8699480 10.5599364 8.5008084 9.6756027 -1.4445765 6.0065763 10.5521913 11.1548127 4.3102529 NA 8.1737501 12.5513968 11.7123958 7.8361356 9.5963394 7.9040927 11.4435372 9.4357136 9.2108953 NA NA 8.7063814 11.0529671 9.3094170 7.5915381 7.4071139 3.2558028 9.7599359 4.2558028 9.2644485 1.3627224 9.2497226 3.9816335 11.0504703 9.7152360 7.9151145 NA 1.7253049 9.2198120 11.9193625 9.0432048 8.9347432 5.2418669 12.9460711 3.3487423 11.6360157 9.1919894 8.7708977 9.4418235 9.1947054 8.9260522 11.1910828 10.5784260 2.8772927 11.3493744 10.1501559 11.6712212 9.5326446 6.1099539 NA 9.5532499 10.6383919 10.0512198 8.8396104 3.1403206 11.2032728 9.7483787 6.1719133 9.8044783 10.9737444 9.2162521 10.9803183 10.1774165 3.3102529 -1.4445765 7.1478216 11.7587127 7.6872217 9.6187599 7.4257295 10.1879057 7.5553645 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 -0.677 -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 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 16-10-2014 male 2007 1172 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.43.0 NA NA 1 2 6 2 1 1 1 2 NA NA 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.491252e-06 5.548845e-07 7.69653848 8.76405781 5.99554105 9.09193171 9.10122590 6.75123339 4.40330863 11.11797238 10.37815968 8.54503087 10.30728370 10.95952631 10.07958825 8.38544010 NA 9.81115775 7.81012751 8.96901864 6.68534591 6.72523809 11.36734507 11.89066340 7.94950342 10.80815020 2.81833931 3.16626554 9.77676891 16.21716462 10.36699488 7.32470081 10.12751437 8.82550263 2.68084192 9.37084256 10.64720575 8.90001301 9.88345816 -1.64115367 3.35891664 10.27105736 11.08874955 0.94388383 NA 8.78098128 12.71309694 11.45117808 7.43305792 9.88149791 7.15657763 10.73341256 8.84071594 8.58773514 -0.05619117 NA 8.34902020 10.99372750 9.36524263 7.53882525 8.88149791 3.89435215 10.30509170 4.58773702 7.56836963 7.30728370 8.58171127 5.52884008 11.06993808 10.06282005 8.57929482 NA 0.94388383 10.02380812 11.05349199 7.30436045 9.09277907 5.75979500 13.01729531 3.18825848 11.55966182 9.02957270 9.59672386 9.84222838 7.55858908 8.97638397 11.16203854 10.32830299 4.33619768 11.20519033 9.87461625 11.73259729 9.83464991 6.64431922 NA 8.66952927 10.64979929 10.10206782 8.28669452 4.35688328 11.59627582 9.43973408 6.97185850 9.70099120 11.83667473 8.96161523 10.82065167 10.47396008 5.84273250 NA 7.44637948 12.55536488 8.35185488 10.50038500 8.02425263 10.18705299 6.99916119 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 0.425 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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 70.43.0 NA NA 3 1 6 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 9.710479e-07 4.508437e-07 7.90551698 7.90265187 7.35868988 9.37428682 9.31733075 3.83512572 8.19267995 10.64719829 11.31732815 9.66463928 10.18680335 10.47754073 10.71450698 9.46351273 -1.07187607 9.82910415 7.58644876 9.56395547 5.77372738 5.95060605 11.21190447 11.01271357 8.11311287 11.13681922 1.51318752 2.38766583 7.32055508 16.50869466 9.51788843 7.03676156 9.66125258 8.45961891 3.92823766 9.82683874 10.09941409 7.43939708 10.26920010 -0.07172444 7.54662287 10.82683874 11.49119522 NA NA 8.63386963 12.67180952 12.16425153 7.63559624 9.61035403 8.41003661 10.92046757 8.82002096 9.24678026 0.92819975 -1.07187607 8.74201868 10.19794842 7.84112652 8.18090271 10.34133635 4.03634508 10.42708652 6.88243397 7.29018108 4.05751959 9.01702551 4.65615883 10.94713297 10.65275115 8.90265187 -0.07172444 1.73560882 8.65445559 10.79937254 5.43603188 8.64762607 6.09816266 13.11132989 1.25017333 11.83550360 9.60309163 9.51413883 10.97365576 9.11558940 7.72589858 10.58689513 11.42982573 1.73560882 11.55394616 10.10752442 11.59090573 9.95476077 6.48282570 1.92823766 7.42009075 10.97236504 10.27475110 8.64419915 2.99432628 11.30978027 9.64591381 7.28138390 9.80091219 12.14210099 9.42708652 9.58287340 10.19150652 4.35450153 -1.07187607 7.45961850 10.89726403 8.93386176 9.59712236 7.05752067 10.39686140 7.65646419 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 -0.632 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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.43.0 NA NA 1 1 6 2 2 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 5.895648e-07 3.814831e-07 6.903652 6.951481 8.102700 9.014133 10.020999 5.501168 5.650311 10.781433 10.539054 8.835895 10.320209 10.779594 10.119662 9.323747 NA 9.772954 7.178346 9.380175 5.146737 6.909046 11.114127 11.186142 7.630859 10.395356 1.164915 3.700939 8.524195 16.562084 10.337812 7.475951 9.874313 8.972239 4.951481 9.495801 10.306481 8.062125 9.773694 NA 6.294167 10.583580 10.663534 2.427928 NA 8.370433 12.323746 12.059854 7.728653 9.176112 7.617744 10.567470 8.483201 8.455825 NA NA 8.189470 10.578512 9.487714 7.737774 8.123727 3.164883 9.678217 5.318689 7.627591 4.269220 9.083748 4.597841 10.930751 10.080764 8.338811 -0.156981 -0.156981 9.281748 13.849721 5.543397 9.090884 4.951481 12.922608 4.372778 11.898408 9.348768 8.824523 10.081361 7.338811 8.422272 11.679796 9.625135 4.725599 11.560847 10.008491 11.800603 9.467752 6.731699 NA 9.041401 10.549884 9.892805 7.501168 8.481139 10.653930 8.840136 6.200508 10.169947 11.346782 8.956698 11.158955 10.147308 5.217995 NA 6.675847 12.123872 7.954092 9.580204 8.892805 10.307502 7.691580 10.256584 -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 -0.552 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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.43.0 NA NA 3 1 4 1 2 2 2 3 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 1 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.115497e-06 5.202042e-07 7.87866772 5.26395834 -0.05799229 8.34717133 9.25036901 3.64247054 8.22743208 9.23204887 10.39427114 7.61445514 10.31162731 10.55949736 9.49661873 8.69022292 NA 9.97545293 7.94203001 9.46363043 7.90781423 6.55673901 10.42382941 10.04793844 7.24581032 10.93202041 -0.05799229 3.94202649 7.60736583 16.31727304 9.83987537 7.73644590 9.44187580 8.34717133 6.15148340 10.45674394 10.65627549 7.09177704 10.35142085 -0.05799229 4.02949706 11.21524273 10.70274991 2.26396585 NA 8.38497322 11.28909757 11.25434567 8.40963532 8.83381355 9.40350932 10.60380806 6.69691747 8.43788479 NA 0.94200771 8.38497322 9.65799185 8.32140818 8.37665808 11.97442011 -0.05799229 8.71021408 7.33434749 8.60736583 2.74938409 11.98403124 2.52699525 10.06873435 11.18103172 7.41776308 NA -0.05799229 7.71681672 12.78438027 6.93071487 6.22743304 4.40145981 12.56179139 3.89156500 13.93115830 8.65970625 9.19232833 10.24009247 7.53448732 7.36829430 10.63464545 9.81547408 4.11195775 11.04597339 11.01884556 11.79767709 9.77333721 8.51567698 2.26396585 7.95325709 11.74753602 9.12442430 6.22743304 9.70181829 11.26226636 6.17084843 6.77492012 9.38289914 10.38082175 10.13678674 10.40146152 10.45772981 4.52699525 -0.05799229 5.52699212 10.88600981 6.68349716 9.02417892 5.84892084 9.43988178 6.93071487 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 -0.244 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 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 16-10-2014 female 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.43.0 NA NA 1 1 6 2 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 9.363676e-07 1.734014e-07 6.4173091 7.3718664 7.5067447 9.2142419 10.1509160 5.5146052 6.7983992 11.0263020 10.8181227 9.3212147 10.3297811 10.5890972 10.1241869 9.4018493 NA 9.8989367 7.2102135 9.5691027 5.7636347 5.5456348 11.2971063 10.0377140 7.7098627 10.6689962 1.2134406 -1.5937899 11.3338601 16.5885153 10.0377140 7.4935449 10.1525965 10.0956435 4.1065242 9.7908659 10.5943619 7.5119906 9.8032220 NA 5.3485972 10.6134016 10.4180083 4.1874431 -0.5940076 6.4228906 12.5787441 12.4396772 7.9853980 9.1866219 8.5983749 11.3831832 9.5646918 9.3869357 -1.5937899 NA 8.4600082 10.8430539 9.5890972 7.7767699 8.3008998 3.6155340 9.9074217 6.0207911 7.9138767 3.4060876 8.5785097 3.9296395 11.1984658 10.2675569 8.6763774 -0.5940076 1.2134406 9.6787119 11.7064347 5.9529765 9.0793912 6.1609706 12.0813777 3.1507871 11.5499437 9.5952890 8.8438344 11.4572911 7.9664149 8.8848519 11.2541182 10.3215881 4.6540116 11.4383001 9.9702316 11.7478789 9.3316367 6.7983992 -1.5937899 9.1659705 10.9217229 10.2290513 7.7437041 2.4935449 11.0560119 9.2045540 5.5250227 10.1284628 11.8494143 8.6191863 11.5580500 10.2262612 4.3320849 -1.5937899 7.2795261 11.9852802 8.5224262 9.9929219 7.3485963 10.4388167 7.6276696 9.8808021 -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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.43.0 NA NA 1 2 4 2 1 1 2 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.1987800 11.2204882 10.1907226 7.0797269 7.6386003 4.1481939 10.0845669 4.0000000 9.5958509 6.8714851 8.4594316 3.7104924 11.4239754 9.5808581 8.6039634 -0.4593775 4.1255271 9.4962183 7.2059047 5.4947644 9.1969933 5.2410088 12.1212980 3.8625010 10.5835957 9.6890449 8.6852268 8.0404141 9.0102103 8.3153556 12.3724694 11.2731598 3.6280270 11.4470832 9.9907486 12.2405745 9.5447889 7.5739917 NA 8.9731104 10.5483456 10.5020181 9.3235667 2.8624911 11.0005122 9.0463800 5.9499597 10.4683464 12.2908567 9.3860584 11.5753674 9.8726049 3.6280270 0.5405233 7.4594316 12.2937851 8.3414681 9.6788402 8.2921122 11.2357967 7.8073549 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 -0.440 -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 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 16-10-2014 male 2007 806 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.43.0 NA NA 1 3 3 1 3 1 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.17913e-06 3.121225e-07 6.70923411 9.50669655 7.70099519 9.70016849 9.49005622 5.49340076 6.24404029 11.03690213 11.34438846 9.81265369 10.22606509 10.76661553 11.64583209 9.05786179 -2.06854386 9.56233421 6.94517810 9.12529852 6.10108274 5.19794400 11.35335345 12.44599457 7.80306232 10.43507494 -0.48378309 NA 9.74573969 16.11384741 8.46448694 6.97007597 10.88553532 8.23379605 3.57500972 9.33096930 10.36786878 8.72557315 9.57049803 -1.06884647 5.15032408 10.25054714 10.93643087 -1.06884647 NA 9.58624064 13.10288137 11.17358707 6.84104976 10.90968896 8.59915560 9.83390919 9.03706588 9.53060532 NA NA 8.48862105 11.38982017 9.22921970 6.99185286 8.47322193 3.83804413 10.76206855 4.50101232 7.87952444 9.02126956 8.95837204 4.71251875 11.56472017 10.28457983 8.79766347 -0.48378309 2.10107853 9.61853288 9.56778195 5.83804665 9.67767155 5.27988725 13.04102871 3.58077261 11.26277403 9.69801319 8.74172887 8.82673247 7.06814841 8.08217353 11.60214539 11.00245198 2.57502183 11.34438846 9.73326959 11.60048525 9.82370001 7.29529232 -2.06854386 8.61239563 10.75173911 10.35138065 8.95421842 4.73774083 11.31621075 9.53709510 6.67356773 9.91521956 12.07669143 9.17492618 10.75909532 10.04782613 4.37410051 -0.06884647 8.35322183 11.81761594 7.89549834 9.65737544 9.46789019 11.43287007 7.31917443 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 -0.543 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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.43.0 NA NA 1 3 3 1 2 2 2 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1.17913e-06 2.774423e-07 6.9750627 7.0472123 5.6636634 8.7433918 8.7183555 3.2746195 7.6992886 10.0628358 10.3195369 8.9763825 9.8914338 11.2919611 10.8720542 8.1974546 -1.1177874 10.3483814 7.9348732 9.4960944 7.1159249 4.5547300 10.5107505 10.3106651 8.0547324 10.7392828 -1.1177874 1.2042033 7.2789094 16.3916702 10.8706346 7.5080134 10.2154603 8.6944822 3.3417296 9.5888010 10.8984168 8.3641044 10.1531843 -1.1177874 4.8595870 10.6868394 10.6624346 -1.1177874 NA 7.9777018 12.1041941 11.4320896 7.9829673 9.7040790 8.0218561 10.6426091 8.1537678 8.7846800 -1.1177874 NA 7.8189432 10.8527704 9.4291994 7.6170148 9.9809951 3.2264160 9.8724089 6.0721294 8.2573445 2.6896570 10.0868761 3.9267016 10.4970148 10.6488339 7.7371736 NA 2.3417296 8.0522300 12.3465954 5.1677072 8.2154602 4.6636634 13.2791773 2.4220715 12.1812267 9.5818773 9.1769256 9.6144724 9.1549348 7.7309279 11.1438123 9.8984168 1.4672795 11.4754626 10.1502620 11.5562765 9.9842806 6.6767202 -0.1176308 7.4710200 10.9076314 9.7549798 8.2354518 9.3106232 11.0874873 7.8935321 5.5557211 10.1396928 11.5494165 9.7040790 9.8759510 9.6161676 3.8823007 1.8822909 6.2831847 11.2090153 7.3940579 8.9253322 6.7340538 10.2654692 7.6203973 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 -0.663 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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.43.0 NA NA 3 2 3 1 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.0307640 4.2892959 10.0121676 10.8111154 8.8313256 -0.4655399 2.8563284 8.4231525 8.7192848 10.4584796 7.3157691 4.8563384 13.3400526 3.5822910 12.7063681 9.3908349 10.3923904 8.1854612 8.7775834 5.9606739 10.8506910 10.6688357 2.8563284 10.9876801 10.4345215 11.6914405 10.1127821 8.2992808 NA 7.6218724 11.2061495 9.4170525 7.5788036 6.2209103 11.0412129 7.2138896 6.8653262 9.6828859 10.7062117 10.0579714 11.4835066 10.2174040 5.0262645 NA 5.4886050 10.6980591 7.4827765 9.5498245 9.3025937 9.6739607 6.5344087 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 0.302 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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.43.0 NA NA 1 1 1 2 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1.144449e-06 4.508437e-07 5.4246131 6.5957617 7.3996197 9.1733698 9.7288127 5.6579772 6.5908625 10.9233031 10.4666699 8.6983914 10.2189304 10.7952679 10.5966786 8.1872303 NA 9.8058760 7.7265813 9.7153712 5.3569748 4.9610445 11.2149560 9.4799791 7.9225725 10.6753989 0.3912178 1.8506394 11.3488370 16.5802142 10.1639177 7.7310406 10.3219281 10.2962016 3.7487403 9.7221077 10.5114286 7.3798756 9.8633739 -1.6086722 5.3100529 10.5570399 10.7716518 5.4680065 NA 7.0205478 12.6627997 13.0207181 8.1510790 9.1831676 8.4799791 10.8140440 8.9039312 9.2867661 -1.6086722 NA 8.1037179 11.1324470 9.2507255 7.4733397 10.1028577 3.1985413 9.8127297 4.5409386 7.9380852 -0.6088922 9.3612966 2.2980717 11.0010620 9.8664175 7.8587960 -1.6086722 -1.6086722 9.4746701 14.7114272 9.0386491 8.9873806 4.8506244 12.5920128 3.7123977 11.7475052 9.4052113 9.0332424 10.7371503 8.9029433 8.9938897 10.9264661 10.7349317 4.2738366 11.6549001 10.1552330 12.2149560 9.1831676 6.2677081 NA 8.7618783 10.7091686 10.0296267 8.5810152 0.7130799 10.8970023 8.9780869 5.8005816 10.0772535 11.3040801 9.0422424 11.5985102 9.9462592 3.6006385 NA 6.8750059 11.4490133 7.9855152 9.8979943 7.8299827 10.1819465 6.9303494 9.6361491 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 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 16-10-2014 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.43.0 NA NA 1 1 4 2 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 4.855239e-07 3.814831e-07 6.4142083 6.5746737 3.0148016 9.2770591 9.9229359 4.9117108 5.5491393 10.9477805 11.0128575 9.0455645 10.1673493 10.8633172 10.7497453 9.0853394 -0.8432151 9.7879982 6.7342503 9.0764292 6.4375923 5.7788735 11.4152399 10.3580261 7.8779203 11.1050843 0.7417474 3.2012104 10.3276851 16.1341346 10.1522350 7.7266766 10.0505018 8.7632263 3.2012104 9.2235830 10.0050528 8.0919859 9.4247781 NA 6.1736292 10.3147996 10.6360961 5.2548548 3.4047533 8.2627296 12.7280997 11.3871418 7.2963721 9.9100378 7.4606017 10.6947675 9.1419515 9.4759287 0.1567849 -1.8432151 8.4468401 11.2386374 10.1854179 7.1110177 8.0194584 3.6162518 9.7966140 4.3065685 8.8398157 3.1568173 8.6131754 4.6325532 11.3572600 10.1571733 8.3014793 NA 0.1567849 9.8555259 12.8598595 8.8096662 9.6100917 4.6646137 12.4832506 4.8124572 11.3351747 9.6641203 8.7295215 10.0333381 8.8906838 8.8736407 11.5103815 10.3273721 4.0148016 11.7167956 9.9750039 12.1339221 9.3311227 6.5956126 NA 9.3336176 10.4087118 10.3040260 8.2363061 6.3563956 10.9142111 9.0897444 5.9512381 10.2266065 12.0921704 9.0882975 11.3784082 10.1606903 4.6646137 -1.8432151 7.7209706 12.7121891 8.1888667 9.9979924 8.4798760 10.7653070 8.0652136 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 0.640 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 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 16-10-2014 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.43.0 NA NA 1 2 3 2 3 1 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.525932e-06 3.814831e-07 6.5046728 7.7428322 5.6213691 9.3441299 9.9917024 4.8876471 5.0557727 11.0467261 10.6094389 8.6880394 10.3240559 10.7858677 10.7475845 8.4259355 -1.5881399 9.7589827 7.1767865 9.1347225 7.0303008 5.7247976 11.2570130 11.6395310 7.7450706 10.5907293 -1.5881399 4.8381803 9.9251491 15.7427532 9.8517459 7.5046720 9.9496188 9.3157969 3.8042291 9.3456057 10.3751724 8.6177084 9.4773313 NA 5.8713459 10.4280269 10.8342427 -1.5881399 NA 9.4907330 12.5355515 11.1413234 7.5943097 10.2581890 8.6491250 9.9157408 8.7202542 9.0521599 NA NA 8.2432221 10.7880405 9.7929172 7.5489059 6.3248052 3.4563068 10.2888157 4.6407366 8.2991357 6.5967906 9.1457778 3.4993739 10.9748729 10.6571706 8.7259316 -0.5881399 3.3188085 9.6262341 6.1192732 8.3277942 9.1381333 5.0412737 13.0238044 3.8127960 11.3389522 9.4692299 9.0458184 7.6017396 7.4480890 8.6140388 11.4449938 11.0344245 3.0557683 11.3483689 9.8698088 11.6425360 10.0108980 7.7247983 NA 8.8223662 10.7545453 10.1697217 8.3441299 3.1123498 11.2006334 8.4189421 6.2771535 9.6610284 11.2772617 8.9197098 11.5584837 10.1850543 4.6943565 -1.5881399 7.3127822 12.3751724 8.5256570 9.3949085 8.7517650 11.5980293 7.5178237 9.8527842 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 -0.444 -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 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 16-10-2014 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.43.0 NA NA 3 2 5 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.109769e-06 4.855239e-07 7.9894121 7.2114776 2.7753877 9.5349730 9.3117971 5.0629549 7.2803727 10.7088957 10.7987252 6.6245542 9.5263318 10.8802086 11.2906146 9.1616214 0.2728593 10.1391268 8.4823316 10.1857676 7.9239300 5.0629549 11.3026256 11.2803728 8.1287847 10.8470460 3.4427976 6.2348098 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-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 -0.278 -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 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 16-10-2014 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.43.0 NA NA 3 3 4 2 3 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1.872735e-06 4.508437e-07 7.2112030 8.4930332 -0.4108118 9.1816085 8.8849205 5.0320964 6.6280707 11.0185582 10.4862406 9.6699691 10.3051135 11.0421648 11.4479096 7.4283551 NA 9.9434008 7.2257762 10.0033082 7.0362352 4.9985430 11.4455770 11.4407053 6.9641907 10.5234174 1.3964883 2.9110779 11.6942416 16.0374614 11.5728577 6.8275561 10.1078046 7.7590766 2.3965157 10.0059490 10.0054212 9.0769916 9.8762867 NA 4.0154173 10.8200726 11.2646675 -0.4108118 -1.4108118 8.8594469 12.2611348 10.7553146 7.6792640 9.9889634 9.1370101 10.6142911 8.2527094 9.2947838 0.1741507 NA 8.0362346 10.3440390 9.4625955 7.3932823 7.5863309 3.1741187 10.2230549 4.9814691 7.0648850 6.8745535 9.5353267 4.7789760 10.8986278 11.0151541 8.0175116 NA -1.4108118 9.3432039 3.8370753 7.6498475 9.4794157 4.4717923 13.4625956 2.3225051 11.4862406 9.8946433 9.9631042 8.0196041 8.6417194 7.7863683 11.0224761 9.0526759 3.7184383 10.9900309 9.7900502 11.5806733 10.5235795 8.2384076 NA 8.5404361 11.1038014 9.9389856 8.6170575 4.6115206 10.9688006 9.4727952 6.2185080 9.6073516 11.2146320 9.2248697 10.5451646 9.7427035 2.9814691 NA 6.8837723 12.6146372 8.7350838 9.3390209 7.7961655 11.0011920 7.0769919 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 -0.373 -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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.43.0 NA NA 1 1 5 2 1 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.046137e-06 5.895648e-07 8.933538412 8.071041828 7.416139669 9.201505218 10.441376513 5.707187931 8.427410487 11.140532767 10.905853436 8.264136200 10.484169355 9.973013377 10.436852370 9.103902528 0.006764782 10.292921021 8.010500692 10.479777536 6.381786913 7.006747954 11.127634182 10.281708797 7.466180083 10.644496244 0.421802281 8.774932639 9.786467637 15.897321375 8.004868761 7.566443780 10.051142448 7.032810552 0.743730376 9.910630140 10.669713321 8.899544235 10.279766797 -1.578197719 6.352523729 10.920884277 10.944122126 0.006764782 -1.578197719 9.758292349 12.288871494 10.088897397 8.833296822 9.376709080 7.757175965 11.253291036 8.532921592 8.968680327 1.881233900 -1.578197719 8.254675763 10.144166470 10.037875126 8.251508448 7.877112933 4.823178690 10.139462204 5.540727858 7.087121222 4.421788819 9.838583422 4.509246117 10.894222832 10.188314745 9.853283509 -1.578197719 4.036494542 9.692081213 10.347340220 7.455208840 8.692081213 5.328674927 13.175890412 3.630848091 11.867188723 9.114401384 9.616542779 9.891936317 9.117884093 8.487874996 11.125040543 10.227529668 5.006746832 11.092220787 10.511567364 12.060787313 9.989741897 8.248334163 -1.578197719 9.944857714 11.132891357 10.413307729 5.968680615 3.913636231 11.024948483 10.079992838 6.693248579 9.929580501 11.544937249 9.612227894 11.502103711 10.574387562 3.631244004 NA 7.477068522 12.175524913 8.493248229 9.868868998 7.893461114 11.376709134 7.270408401 10.914390140 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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 16-10-2014 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.43.0 NA NA 1 1 5 2 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.109769e-06 3.121225e-07 7.2540195 7.8347649 1.2665767 9.7539909 10.1550025 5.9608592 7.0035629 11.2177203 11.3187126 9.6024840 10.2945035 10.7301219 10.4135196 8.7530974 NA 9.3344800 7.5945239 9.6397043 6.5520004 6.0853567 11.6234162 11.3215785 7.9930046 10.5165773 NA 3.9040312 9.9643373 15.2548087 9.9048322 6.7260287 10.3575920 7.8448652 5.7901595 9.7228378 10.2753373 8.8623730 9.5060634 -0.9031984 6.3912934 10.5972654 10.7239784 1.9040409 NA 9.0931460 13.1055387 10.8122055 7.3958803 10.8728998 9.1573684 11.1233688 9.1573684 9.4089882 -0.3183259 NA 8.7260291 11.0340463 9.6024840 7.8829419 9.4498193 3.4275928 10.2941964 4.6512641 7.9808428 5.4803782 7.7814214 4.8515592 11.2954244 10.0200000 8.7196393 3.0966667 1.0966667 10.2320611 14.0388433 5.3061273 9.3368676 5.2565427 12.1489008 3.2939884 11.0435788 9.3739598 9.2527555 11.0814469 7.6358313 8.8347646 10.9610521 9.6049624 3.6512584 11.5130741 10.0889027 11.8731055 10.0322058 6.9854162 -1.9034683 9.1914099 10.5097344 10.4946144 9.0043143 3.3820723 11.3897130 9.4771064 5.6303909 9.9907323 12.8998955 8.7378209 11.0029993 10.1373046 3.7405283 0.6816741 7.8177716 12.2707399 8.3564159 10.0778829 8.4331790 10.3284936 7.4298277 9.3924413 -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 0.321 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 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 16-10-2014 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.43.0 NA NA 3 3 1 2 2 2 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.734014e-07 8.4298436 7.2052830 5.7543691 9.1803921 9.3556718 4.6798235 8.3768946 10.5918038 10.8184425 8.5438203 10.2765761 10.6609132 10.4512111 9.2436824 NA 10.0819940 7.6212695 10.1565372 8.0104671 4.7647124 11.0242521 10.5203613 7.7015165 10.4942673 1.4427578 2.8053544 9.7109068 16.1369538 9.6988227 7.2090751 10.3501024 10.1076107 5.4809178 10.1292830 10.7924586 8.0191320 10.1697305 0.2203300 1.8053337 11.0874113 11.2278846 0.2203300 1.4427578 7.9730493 12.2910701 11.6876560 8.2538130 9.1521124 8.4459994 10.8134699 8.5287291 9.1009939 1.6354294 -0.3645706 8.5362942 10.6571016 8.7504712 8.3007635 7.9115520 4.4167857 9.7530706 5.0616941 8.6988227 3.8448777 10.1995770 4.8053544 10.6350753 10.4832679 8.7698540 NA 3.0277379 8.8473158 10.1677835 11.8226250 8.4069171 4.7647124 12.1302832 3.5998296 12.0218290 9.4355186 9.6241122 11.4401636 8.9940787 7.2241426 10.7099036 9.6832331 4.1589913 11.5746395 10.4639608 11.9865048 10.1832860 8.2556475 0.6354294 8.6798217 10.9673830 10.0721392 8.5378027 5.8346101 11.2434513 8.9863558 6.3842243 10.1803919 11.9188054 9.7832684 10.3730974 10.2492171 3.4162588 3.2203919 6.8448815 11.1464389 8.2738637 9.2241423 7.0191314 9.9283243 7.3464747 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 -0.131 -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 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 16-10-2014 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.43.0 NA NA 1 1 6 2 2 2 2 3 NA NA 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.109769e-06 2.080817e-07 6.0595370 7.1132702 7.7095636 9.4767877 9.7018476 5.2634101 6.7913413 10.9606203 11.1858718 9.4031995 9.9856221 10.8072514 10.6695081 9.1325319 NA 9.9986973 7.1039319 9.8530250 6.5559634 6.6658106 11.4752797 10.8751499 7.8742351 10.4313861 -0.7478266 -0.7478266 8.9749904 16.5190336 10.6111088 6.9970169 10.5811383 9.9170747 4.8371460 9.5898049 10.4167757 7.7054534 9.6299358 -0.1627833 4.9386857 10.5430658 10.7126389 1.7116271 NA 7.7136621 12.8605533 12.3734736 7.8182370 9.2208499 7.5468034 10.7572502 8.8465074 9.4233597 NA NA 8.4941660 11.2447673 9.0627545 7.6206898 9.3027118 3.7751138 10.3101747 5.7033942 8.0120714 2.1590802 8.6551951 4.1829227 11.0655634 10.2490095 8.2465364 NA 3.2521886 9.3788874 11.7370059 8.2869818 9.3013508 5.4019308 12.2848314 3.2723368 11.4652872 9.6773988 8.8305558 10.1413066 7.6402001 7.9698596 11.2319654 10.1171429 4.1829227 11.5199938 9.9399961 12.1394036 9.6935709 6.0070699 -1.7475843 7.7855126 10.4543068 10.0882333 8.6847248 7.7852013 11.0480197 8.8678125 6.2578083 9.8778918 11.7466636 9.3607075 10.5476650 10.0327227 5.1398296 -1.7475843 7.4929740 11.9602969 7.6141268 10.1248579 7.8067719 10.7352429 7.3917342 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 -0.737 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 10.481903 11.428200 11.880856 10.518384 9.770836 11.431937 3.296575 1.422125 7.344940 4.059537 12.450475 8.279094 7.285606 7.933685 8.261270 9.623415 12.237402 7.667925 10.746038 10.356454 8.955221 8.940652 9.778330 7.560522 6.917519 11.146432 13.772157 10.2623614 10.4221080 NA 8.8778918 7.9868927 10.3541587 10.1394036 11.1782936 9.1485155 8.9647099 8.2717735 9.3620137 7.1799608 6.0137347 9.2613117 4.2965749 5.5375849 7.9801036 10.1965290 13.4438591 9.1843978 12.0902050 6.2798687 10.2539430 11.4205417 15.8542946 11.8507008 14.1427798 11.5261242 -0.7478266 10.6080846 9.3182721 10.4509349 8.7560088 9.3013508 9.1355900 10.1840286 10.0803195 11.3274899 4.4810018 5.4810018 14.1782211 11.3958851 8.8029299 5.7678825 9.0937474 -1.7475843 11.4233598 NA 12.6964214 11.5897882 11.0224339 10.960620 9.985622 6.268992 7.497735 9.034362 9.011239 6.555963 12.980978 2.775746 14.464983 13.015655 8.403200 9.894533 10.122162 3.422112 NA 9.063558 7.605330 9.289730 9.785026 10.836676 11.426797 10.722842 -1.747584 10.502185 8.497736 8.916630 11.687463 10.171791 1.059563 10.065162 6.339645 8.481002 9.378887 5.442008 11.231965 10.951972 NA 12.935671 12.462017 10.537296 10.088233 7.746039 10.545655 10.756257 11.425104 11.558414 TCGA-CJ-4634 60 0 NA 1820 kidney stage i t1b nx m0 16-10-2014 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.48.0 1 6 1 NA 1 2 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 1.942096e-06 9.710479e-07 6.08213839 7.36355133 -0.52512271 9.60602205 10.65098126 5.88419983 8.13480414 11.13792139 11.45047695 9.53685428 10.23219809 10.29378958 10.58659578 8.84113029 0.47477348 9.83894279 7.28216269 10.08260068 6.61435943 5.95054073 11.64034324 11.14657027 8.03705050 10.28836087 0.05977058 2.47479943 11.04300178 15.53947719 10.20570273 7.48043236 9.61307982 10.28457625 5.89266060 9.70182227 10.42572847 8.42754919 9.90421477 NA 5.66463359 10.45958254 10.48253623 1.28214323 NA 7.70602903 12.71149504 12.03263075 8.19590711 9.91515815 8.79786284 11.55345929 10.14546437 9.47057530 NA NA 8.92189121 11.01832330 9.34208689 7.89266060 8.44059223 2.93423341 10.29698054 5.65471622 8.23802061 6.85851196 8.63341777 4.08951510 11.26291465 9.91308014 9.38470109 NA 1.05977058 9.84386014 12.05164668 6.04466296 9.33511921 6.58854975 11.95874979 4.52312908 11.20612713 9.54089734 8.81910388 10.07750699 3.42899993 8.48603534 11.14391459 9.99836999 3.68425771 11.47832603 10.12181672 11.76712971 9.45780172 6.58333254 0.47477348 8.76252057 10.65327064 10.58594378 7.89897437 2.28217289 11.03800440 9.45983875 5.44197806 9.91619611 11.34478745 8.69276578 10.91878760 9.97763984 4.62455715 -1.52533034 7.78542108 11.95003486 8.85851227 10.25000677 8.45637536 11.14988300 7.59634185 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 -0.721 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 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 16-10-2014 male 2004 1416 NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 65.44.0 NA NA 3 NA 3 1 3 3 3 4 NA NA 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.421892e-06 6.242451e-07 8.6011991674 8.2917499638 10.5918854524 9.6594244078 9.5111811938 4.5843913209 9.0050529716 11.0752418006 11.8759453957 9.3437242655 10.3264195995 10.6819841679 9.6780285813 8.2708914394 NA 9.7067876357 7.8386322669 9.9257244379 7.0762437490 5.3569818515 11.3451109113 10.9201534847 8.6859289387 10.2744179913 1.3213509014 7.0815771736 11.1768479531 15.1302201905 10.5472869044 8.4214930428 9.9601544499 8.5072229978 0.5843853073 9.6159773499 10.4309260543 9.1415354837 10.2052216775 -1.0005771935 5.2848324268 10.1867805736 11.3331428805 -1.0005771935 NA 9.0815774399 12.8194079160 11.6998681624 8.0328513167 9.9078211343 7.9966079363 11.0611371830 9.2743888700 9.2732240016 0.5843853073 1.3213509014 8.7324438945 10.8558539401 9.2579944957 7.8511774711 8.2591717209 4.4588609855 9.9616014805 5.9994295719 8.5288588291 2.5843853073 8.9002953514 4.5540177998 11.1665329377 10.3066293113 9.4700873764 -0.0005771935 3.5229847626 10.0715610417 9.5405250400 7.0762437490 8.5654825569 6.1593001990 11.5848604941 3.5229847626 11.1370600420 10.8670932936 8.6450870048 6.7938438739 7.2615232934 8.3591780784 10.8862681529 10.3673891953 3.0868856478 10.8736413545 10.3128784185 12.0202347938 10.3415031453 8.3168408495 NA 8.5463230549 10.9162632997 10.5702328427 7.7205274674 3.8574137552 10.5928195343 9.7723780874 7.1793378687 9.6540643861 10.8331091701 8.5501753650 10.4598843366 10.2167804097 4.4256942741 NA 7.8100002272 10.9691746707 9.2366385069 10.3766389798 9.4862634604 11.3605497925 8.1287114935 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 -0.442 -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 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 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.48.0 2 4 1 NA NA NA 3 1 1 4 NA NA 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.491252e-06 3.814831e-07 7.8986068 8.2685565 -0.9309853 9.0829048 9.5425900 5.9392501 7.7091293 10.7122896 10.4998594 7.1349735 10.1043707 10.5436042 9.9377069 8.1747929 NA 10.0099319 7.5647394 10.2122675 6.1563481 6.3726649 11.0582788 11.7549471 8.1214522 10.3886919 3.9268629 7.0688847 9.6138488 15.5755948 10.5236977 7.9049344 9.8052862 9.1721722 4.7127388 9.1563471 10.7527562 8.8874665 9.7253092 NA 4.7968054 10.2148164 11.4946247 0.6538855 -0.9309853 8.3262722 11.9357768 10.4482626 8.2587088 9.9454013 8.1132786 10.6225136 8.6687971 8.1050578 NA NA 7.9237530 9.8778485 9.3794971 7.2337913 8.0317800 3.2388021 9.8946382 4.9515272 8.1160081 5.8103506 9.6660058 4.4612011 10.7199360 9.9025650 9.3680924 0.6538855 4.1981641 9.6945931 7.0055224 6.9877472 8.7181403 5.8632992 12.4705638 3.5197683 11.6024574 9.8649239 9.6604067 10.1268760 8.9742712 8.3215498 10.9821477 9.8826655 3.6538511 11.1356463 9.8170772 11.6888749 10.7597553 7.6387400 1.0688771 8.3565968 10.5142252 10.2274939 7.8170770 4.3542899 10.9948096 9.0113989 6.2587092 10.1865274 11.4745576 9.2599435 11.3138427 10.1702035 5.9637030 NA 6.8954323 12.0370111 8.6669369 10.0069936 8.0547264 10.4076206 6.7693235 10.9400194 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 0.532 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 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 16-10-2014 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 50.48.0 2 4 2 NA NA NA 3 3 3 4 NA NA 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 7.629662e-07 2.080817e-07 9.8307996 9.5778587 -0.2108968 9.0323144 8.6204479 5.5170615 8.4347988 11.1717645 11.5727527 7.3087768 10.1937499 10.4397435 10.0774298 8.4365991 NA 9.9106741 7.6029215 10.5343946 7.4650978 5.8659559 11.0161547 12.5990091 7.8845375 10.3640462 3.4895815 -0.2108968 7.9961548 15.0165684 8.8818977 7.6687240 9.5230032 9.0191609 0.3740657 9.9845127 10.8609381 9.1155699 9.7989691 -1.2108968 4.6220284 10.1483409 10.6346306 -1.2108968 0.3740657 7.4964999 12.3016341 10.3904470 8.5204596 10.2274126 9.5948844 11.6281474 10.1339911 8.4184969 3.5440278 -0.2108968 8.3087768 10.6287380 7.8307998 7.4075261 7.7606840 5.1466919 9.9490118 2.3740935 6.9937117 3.6960272 9.0191609 5.5306077 10.9209975 9.0986169 10.0257526 0.7891032 4.1814604 10.0022447 6.7834933 6.4615662 8.9985938 7.6990338 11.7755159 3.2492329 11.4114212 9.5721388 9.9937116 9.6228213 8.3946200 7.8003680 11.0385503 8.8779289 2.4895686 11.4010874 10.3287840 11.8263442 10.1301033 8.2729563 1.1110981 7.6533266 10.8419089 10.4293854 8.4311921 6.7198775 11.2250712 9.9577875 5.7563081 9.9293312 11.4134791 9.0963412 9.8825581 10.5936749 4.2154068 NA 7.6625844 11.3144166 9.1706835 9.5406845 6.5440278 10.2398362 7.5737752 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 -0.292 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 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 16-10-2014 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.48.0 2 4 3 NA 2 3 3 1 3 2 NA NA 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.664654e-06 5.548845e-07 7.4957575 5.8539882 0.4789200 9.1083059 8.5477274 4.0639084 9.9167013 10.0982522 10.6469945 7.6981177 10.6981177 10.9807864 10.0287339 7.9867437 NA 10.5991871 8.9052140 10.2479606 3.7268748 5.0639127 10.7059635 9.3070858 7.6737062 11.1878219 1.8008688 6.0025113 5.2863045 16.3147653 9.9827750 7.6835203 9.1101262 10.0373700 5.8187994 10.0779322 11.1376071 7.9218927 10.6588583 NA 0.4789200 10.8691182 11.2895209 NA NA 6.6588584 11.7289515 12.4775397 8.7480761 8.3918386 7.7077677 11.6740138 8.0936589 7.3554665 1.4789718 -0.5209764 8.1155738 10.0005496 8.0936589 8.2034630 11.2668518 2.2862898 9.3508546 6.5450386 8.4126401 3.9383799 10.4229292 1.4789718 10.2846932 10.7562366 7.8143396 0.4789200 4.8008792 8.2733653 12.7363371 5.8187994 7.2991283 6.2338363 12.7046086 3.9905465 12.5999971 9.4718875 9.3978126 11.3504695 8.7268768 7.0639117 10.4504928 10.1549063 4.4789524 10.8787612 10.6669199 11.2136589 10.3790613 7.7504122 1.4789718 8.6538751 11.2763271 9.7457358 6.1793896 4.3858382 11.5443654 8.3118391 6.2471338 9.8020040 11.8923127 9.3600633 9.6908375 10.3157887 2.9383799 NA 5.4331464 10.5144357 7.8883402 8.7363370 5.7827309 10.1645741 6.4447333 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 0.140 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 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 2308 kidney stage ii t2 n0 m0 16-10-2014 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 50.48.0 1 5 1 NA NA NA 2 2 2 3 NA NA 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 3.121225e-07 8.2359568 7.6335881 NA 9.4426736 10.4723504 6.2518403 7.9285948 10.9281829 11.3070429 8.0333911 10.0364506 10.7863485 9.7967617 9.3969817 NA 9.3838280 7.4252705 10.1282221 5.9992965 5.9482224 11.2593888 10.3003762 8.3705536 10.0981463 0.1538053 1.9611788 9.6101621 15.5271656 10.9228189 7.7831639 10.4518702 10.2279491 5.4575877 9.5578847 10.4005482 8.2959145 9.5331860 0.1538053 4.6773673 9.9819441 10.0977875 5.3237339 NA 7.7160498 12.4644204 12.1697452 8.0241723 9.5234049 7.8714839 11.3729761 9.9953719 8.9691908 NA -0.8460650 8.6416475 10.7574339 9.6763891 7.3337171 8.3753948 4.6132370 10.0133424 5.7083969 8.3161987 2.8542550 7.3681266 3.7976667 11.2372869 8.9335269 9.6406426 -0.8460650 0.1538053 10.0539196 10.8442421 5.4392109 9.4914294 5.9086952 12.2070547 3.0364506 11.3883257 9.6142635 8.8885171 10.5858275 9.4205942 8.2959145 11.1954668 9.4969933 3.5461289 11.9589469 10.0801036 12.2075638 9.2792210 6.0486264 NA 8.9547076 10.4249437 10.4205941 7.6890832 3.1538053 10.5589491 9.1495040 5.8952735 10.2379516 11.6416476 8.7537205 11.8039618 9.8324078 5.0117908 NA 7.8783213 11.8044106 8.4847246 9.8499058 8.3802199 10.7574339 7.7831639 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 0.585 0.585 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 1998 kidney stage iii t3a n0 m0 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 50.48.0 2 4 3 NA 3 1 3 1 3 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4.161634e-07 7.70477654 8.18608254 NA 9.41826755 9.03579791 5.51794963 4.94928746 10.07439759 10.08780531 8.02237725 9.93503492 11.14664370 9.83714285 7.73565011 -1.52657673 9.95636352 7.18091465 9.47144071 7.20147606 6.24834318 10.54970305 11.51675373 8.54501774 9.86107217 2.17399087 1.28089694 8.97936717 14.20421141 11.38513478 7.74967974 10.54266955 8.29851444 4.22844162 9.20317619 10.32998106 9.12729640 9.31118339 0.05852431 0.79551761 10.49522956 11.05357853 -0.52636892 NA 8.38344856 11.82228370 11.97849861 7.72858381 9.92888282 8.95131386 10.23219521 8.67445430 8.87656759 1.47357913 -0.52636892 8.30802679 10.59314514 8.89562042 6.77733686 6.62837409 3.18394696 9.57618746 1.47357913 6.16005696 6.74501811 10.13355145 4.81340668 10.89667147 9.75316610 7.82890635 -1.52657673 4.30644453 9.30010404 13.73340912 5.94116032 9.37064469 4.75895870 11.71001825 0.87954894 11.75389134 8.96239979 9.57749888 10.50180694 8.72740317 8.24173962 11.33192512 6.84859540 2.56100835 11.72222436 9.83275602 11.51948578 10.41019342 7.67077237 NA 8.31590582 10.66221859 9.87603464 8.66214425 2.17399087 11.04008529 8.72029625 6.08088573 9.48617998 10.90609742 8.66708102 11.63452992 10.35428696 2.28089694 1.28089694 7.05098484 11.53812989 7.37442224 9.23011197 7.69755700 9.29532952 6.87869714 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 -0.438 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 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 16-10-2014 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.48.0 2 4 2 NA NA NA 3 1 3 2 NA NA 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.28317e-06 5.202042e-07 9.4548808 9.3996960 2.7841270 9.3323756 8.7814659 5.7734742 7.7841205 10.8087712 11.0967339 7.8489427 9.6917180 11.2350891 10.1065789 8.0431711 NA 9.9998676 7.6910113 10.2646137 6.8051815 7.5007885 10.9407241 12.0726473 8.2280389 10.3059703 1.8665915 3.2202216 8.0868267 15.4685597 10.6065507 7.5263803 9.8901829 9.2348466 3.5546380 9.4431719 10.7444632 9.1550641 9.8981689 -1.3032939 3.7841166 10.3557616 10.5585199 0.6966171 -1.3032939 6.9206589 12.3741570 11.2103852 8.0253323 10.2764449 8.4730908 11.5243972 9.6924248 8.3849081 3.4515408 NA 8.3076826 10.9436950 8.5184317 7.4681475 8.5747086 4.1769211 10.2024691 4.1229212 7.2965703 4.7627474 9.5160384 5.2044538 11.1252795 9.8963300 9.6710722 -1.3032939 4.4780205 9.6065507 12.2181354 6.1804741 8.9958655 5.6966588 12.0569560 4.5660358 11.4849681 9.5967697 9.8077933 9.5216163 6.8362095 8.2853722 10.9097619 8.7162484 3.6035492 11.3835958 9.9326719 11.6690990 9.9924266 7.6537594 0.2816686 8.3866558 10.6891393 10.3182516 9.4837438 2.6966616 11.1372673 9.5853932 6.7310162 10.0744104 11.9998676 9.1447740 9.9698704 10.1890116 4.8464031 NA 7.3512935 11.5186308 8.8502097 9.5247940 7.9493231 10.5869219 7.0498039 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 -0.304 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 9.097537 11.867052 12.319853 9.885864 8.774808 10.937747 6.471444 5.122921 7.961100 7.076036 12.933345 8.978785 10.572791 10.176190 8.370585 8.347709 10.332829 5.529546 10.504013 9.813651 8.004997 9.199589 9.634752 6.757354 6.529548 10.680008 12.387747 9.9416161 10.3141250 -1.3032939 8.4245782 7.2280394 10.0387323 10.5834973 11.3712913 8.6782248 9.8809131 7.9158262 10.0905843 7.9134035 9.2211992 9.4515452 7.5168362 7.0049968 7.4812925 8.6095470 13.1995515 9.9987252 13.6411867 6.8841583 10.2167851 10.6667635 15.7388941 11.7989614 13.3209390 11.0498045 4.0889726 10.7172903 9.3141250 11.1218735 9.2483660 8.9958655 8.9924266 10.2034611 12.2183807 11.5390079 6.3761375 6.6095467 13.4743706 11.3046814 10.6259160 8.4398089 9.5208208 0.2816686 11.0528344 -1.3032939 12.9881161 11.7941795 10.7624103 10.808771 9.691718 7.027574 6.333282 9.293779 9.198495 6.805182 12.161563 1.281609 13.954487 13.181355 8.660998 8.885728 10.385782 5.106047 -1.303294 9.474735 6.685342 9.589959 9.737632 11.188010 13.098804 10.746506 2.866592 10.151471 7.084674 9.156089 11.644112 9.843226 5.220218 10.672506 5.915827 7.438125 9.606551 5.354868 10.909762 11.336677 -1.303294 12.270660 12.702545 10.461529 10.318252 7.093262 11.218013 11.659011 11.178903 10.657423 TCGA-CJ-4642 47 0 NA 1628 kidney stage ii t2 nx m0 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 1 NA 6 2 1 2 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 3.867748 NA 9.260070 8.774643 NA 9.406911 11.971040 8.912146 8.700642 10.143877 9.609219 9.901175 8.391314 NA 10.153154 8.294017 9.189680 8.077206 7.115679 10.955215 11.042678 7.452715 10.414647 NA NA 7.391314 15.030458 5.452714 7.774643 9.786615 8.595673 NA 9.867752 9.649112 9.662168 9.153155 NA 4.452714 10.687931 12.110926 NA NA 9.310696 11.777645 11.753449 8.452715 8.482462 7.037678 10.452715 8.391314 10.153154 5.867753 3.867748 9.713242 11.042678 7.821949 8.391314 8.540178 NA 9.635936 5.867753 6.955215 6.037677 11.756495 6.327184 11.032659 10.489804 6.675107 NA 9.207602 9.511608 6.675107 6.867752 4.867753 NA 11.827754 6.714747 12.945903 9.406911 9.622640 10.928448 NA 7.327183 10.862106 9.327184 5.189682 10.406911 9.845032 12.103766 8.774643 8.359606 7.037678 6.568192 10.638515 9.207602 2.867758 2.867758 11.615945 8.405048 6.568192 8.189680 9.171533 10.057577 9.077206 11.225304 7.511609 NA 8.976277 11.655655 8.511608 9.738117 7.189680 9.452715 7.391314 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 0.000 -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 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 16-10-2014 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 50.48.0 1 5 1 NA NA NA 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7.5002914 8.2733462 7.4975613 9.5165624 10.7532338 6.1326468 8.2378022 11.1559893 11.6152438 9.3381010 10.1308869 10.2516391 10.6638386 9.2205242 -0.5468776 9.7333581 7.1042192 10.9442688 5.7010943 7.1291243 11.4793449 11.3903571 8.1291243 10.2450505 0.4531224 0.4531224 11.1729839 15.8541217 9.3502563 7.4333067 10.1238236 9.1562057 5.0970250 9.5564551 10.3864890 8.2443301 9.7846440 -0.5468776 4.8794313 10.3150296 10.5053957 2.9125924 1.7750927 8.0115879 12.5796298 11.4293734 8.5057353 10.1060122 8.2955178 11.6041838 10.0230228 9.3381010 NA NA 8.5875934 10.5772886 9.2978730 7.6963409 8.4375856 3.2605225 10.3798338 4.9450224 8.6205853 3.2605225 8.4131692 3.8794313 11.3848282 9.2915833 9.9131111 1.9126115 1.0381552 10.1648343 11.6262197 6.2923713 9.5286463 5.0381289 12.0551701 3.1569305 11.0154097 9.3720305 9.1335268 10.5740531 6.3479845 8.8162070 11.3273802 9.0888855 4.2345243 11.5103129 9.9850360 11.8757577 9.7252137 6.4247105 2.3600552 9.2088893 10.4663573 10.6364925 8.0437541 1.9126115 10.8885771 9.6217453 5.7306861 10.1691293 12.1421824 8.5511995 12.1046675 9.9425135 4.5602258 1.7750927 8.3868579 12.0685670 8.9649199 10.1060122 8.3111484 11.2512340 7.6528400 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 -0.488 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 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 16-10-2014 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.48.0 1 5 3 NA NA NA 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 4 4 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 1.907416e-06 9.016873e-07 6.7735349 8.2186296 1.6187085 9.3329621 9.2769281 4.7479996 4.2911394 10.3100240 10.5379524 10.0688969 9.8493375 10.8336428 10.2809400 8.3652310 NA 9.7923937 6.2186301 8.3635505 7.1025322 6.6243407 10.6678845 11.6337831 7.4260718 10.0088909 -1.3811975 2.7061769 10.9457078 16.5112357 10.0642489 7.7246250 10.2246591 8.5743665 6.5256069 9.1970894 9.8618906 8.2733527 9.2139742 NA 6.0449820 10.1757016 10.7479997 -0.3811975 NA 7.7836236 11.9843556 11.8654572 7.0491690 9.8232878 9.6116551 11.1677793 9.5924141 8.9144856 NA -1.3811975 8.1790497 10.7091599 9.2867151 6.6017099 7.1500976 2.9348561 10.0008002 5.7061796 7.8281701 1.4260500 9.6961999 4.4766992 10.6299439 9.1800046 7.4798037 NA 0.6187085 9.3534263 9.8690151 5.6848047 9.2232698 2.4260769 12.6604613 4.9035638 12.2362989 9.3976152 9.1005160 11.4376982 8.0470770 7.9630128 11.3744388 9.7068424 3.4766927 12.0489078 9.7817372 11.4186053 10.2639247 5.7785871 -1.3811975 8.6507624 10.8441290 9.6151900 9.1412982 0.6187085 10.4004862 8.8717722 5.7167495 9.7550670 11.0997592 9.0954630 11.1356477 9.5450127 5.0259014 -1.3811975 7.0944504 11.6951982 7.2407684 9.5097408 7.2371019 9.7499306 7.5524070 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 0.000 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 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 16-10-2014 male 2005 534 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 1 NA 5 2 3 3 NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 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 7.91741326 7.83187218 7.88001997 9.23749465 10.07049278 6.16291091 6.73047014 11.04432157 10.23008362 7.94181469 10.14791287 10.32705778 10.95872822 9.16550298 NA 9.58312810 7.22387815 9.86255151 6.60621124 6.74440870 11.04537758 11.92833072 7.47023424 10.54851032 NA 2.74441947 11.08665475 16.23877431 9.29545190 7.59471649 10.61903585 7.55176439 2.50339962 9.82942180 10.46708533 9.76592305 9.93423370 0.62891354 4.13143309 10.58700121 11.03796920 0.62891354 0.62891354 8.92813992 12.24960992 10.20194782 7.62893176 9.90272753 8.58118777 10.76720364 8.76677701 9.09925180 0.04390439 NA 8.48068076 10.18862766 9.14331714 7.65130001 6.74440870 3.36590246 9.93954469 3.36590246 6.92048625 4.92661148 9.35798607 4.59855577 10.69097801 9.56163869 9.08972906 NA 3.68782216 9.89259230 8.79551339 6.74440870 9.43735988 6.34775068 13.53957460 1.92759310 11.42388917 10.03526443 9.58893383 8.23626204 7.05519674 7.91741326 11.52046247 9.44698132 3.74440870 11.44084171 9.93878713 11.40179625 10.26132125 8.01838381 0.04390439 9.35798607 10.87494401 10.12678370 6.59855875 6.08781711 11.13969606 8.61382482 7.27278839 10.02482302 11.15314710 9.40810403 11.66028846 10.31192651 4.36589546 NA 7.11543179 12.44684820 8.58700112 9.75219112 8.00397152 10.81256729 7.20887617 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 -0.156 -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 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 16-10-2014 male 2004 2554 NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 70.43.0 NA NA 1 2 2 1 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 9.31939936 7.93359270 2.65642772 8.61965143 9.37372977 3.84406421 6.48651005 10.56399263 10.10259856 6.86588789 9.43341560 10.90357061 10.15981837 8.73562270 -1.51333711 10.23972597 7.68863288 9.05351459 7.57662190 6.53090412 11.03629390 11.92061617 7.67386166 10.84246043 1.29384130 2.39338874 8.53090334 15.39413932 10.72102731 7.53635758 9.84845300 9.07241080 3.80843654 10.09522610 11.09106250 8.74977861 9.77133331 NA 0.80842624 10.94363355 10.83689599 0.07148811 1.48650844 8.42314701 11.89085256 11.62654016 7.87021366 9.54517744 8.36609268 10.53669802 8.09753390 8.20075494 0.07148811 NA 8.16070140 10.63657387 8.79028984 7.76030479 6.94594123 4.14014059 9.52885258 2.87882341 6.97836268 3.97836040 10.65956168 5.82636035 10.49808598 9.48862105 8.51026374 NA 2.29387072 9.07522401 10.51406978 9.51441523 8.11221794 4.67633512 11.95513329 1.91276482 12.40341502 9.56998867 10.16202532 9.86371982 7.93152410 7.92530104 10.79086056 8.33199939 3.84406421 10.98211450 10.32768040 11.24035273 10.41317591 7.90013743 0.07148811 7.74625229 11.05031803 10.02421300 8.60674720 7.82853956 11.29225312 8.35693565 6.75329565 9.73206191 11.55579119 10.07053222 10.55998139 10.58848491 3.69596042 NA 5.58454165 11.21166245 7.65392775 8.67756849 9.23218370 9.90488897 6.39939842 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 -0.398 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 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 16-10-2014 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 65.44.0 NA NA 1 NA 1 2 2 2 2 3 1 1 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 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 3.468028e-07 6.082894 5.910579 -1.155534 8.658271 10.065473 4.751383 5.488348 10.460580 9.749125 8.651845 9.950399 10.793588 10.480208 9.422863 -1.155534 9.885465 7.019416 8.674213 8.279118 7.861298 11.184062 9.851518 7.219530 10.934679 -1.155534 3.014409 12.202867 16.551222 9.722541 7.516916 9.782600 8.518683 -0.155534 9.713313 10.562595 7.891614 9.850115 -0.155534 5.544930 10.636060 11.260760 3.303927 NA 9.033079 11.935760 12.465970 7.894339 8.604379 8.746866 11.096269 9.170920 8.791397 NA NA 8.580892 9.761116 9.501809 7.798687 8.145987 2.544930 9.484735 4.014418 6.953015 0.844466 9.894339 3.544930 10.360190 9.421919 8.451821 NA -1.155534 8.898416 11.652650 9.773749 8.882037 4.166418 12.656166 5.176841 12.513818 8.887518 8.632393 11.023777 1.844506 8.497335 11.277815 9.927305 4.429455 11.543846 9.974417 12.446029 9.843786 7.299818 -1.155534 8.909233 10.739687 9.357231 6.798687 1.651867 10.803043 8.359599 6.651845 10.082298 10.777812 9.367072 11.642962 9.673420 3.488348 NA 6.352285 11.740823 6.921305 9.224951 8.155103 9.689981 7.249632 10.762608 -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 -0.750 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 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 16-10-2014 male 2004 2423 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 3 NA 1 2 3 1 3 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.075089e-06 3.814831e-07 6.6944248 8.0811340 7.5275028 8.8925698 9.5461278 5.4630993 5.3724960 10.6354617 10.5413083 8.7024179 9.9429149 10.4979582 10.6984270 8.1874649 NA 9.7686260 6.7520354 9.1184514 7.5184761 5.8749961 10.8610809 10.7504304 8.0564014 10.2128670 -0.3823254 3.3180420 10.0852150 16.1255047 10.6312810 7.5063528 10.8972200 8.2686613 3.8270670 9.6351139 10.0755032 8.4895148 9.3232417 NA 3.3724925 10.3628636 10.9293578 1.6176276 NA 9.4825694 12.3400968 11.3940425 7.2650674 9.9630147 9.3857938 10.7676740 8.7912866 8.9429150 1.7875160 NA 8.2396611 10.5516689 9.3523191 6.9440385 7.6260383 3.0099204 9.7787413 4.9751624 7.5394504 5.2469667 9.8264535 3.0770379 10.4595669 10.1009214 7.7648145 -1.3823254 2.8655428 9.0953677 9.3923964 8.6970941 9.0605530 3.8270670 12.9395375 3.5379048 12.1218077 9.4079579 8.2596609 7.9839319 7.7443138 8.1014253 10.9638461 10.2944480 3.2025744 11.5750743 9.7578002 11.6608076 10.4071430 7.1134640 NA 8.3641237 10.7199001 9.5571885 8.6119628 3.3180420 10.7875344 8.4454602 6.5659764 9.8178950 10.4925908 9.4994882 11.3402035 10.1034388 4.1721995 0.9395275 7.1489910 11.7806301 7.8049615 9.0417758 10.0093900 11.0388853 7.1950385 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 0.171 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 10.492975 11.941086 10.716957 10.025408 9.853624 12.067790 4.639979 1.424976 7.369153 4.424962 12.774167 9.195803 14.699467 9.523433 7.864208 9.042825 11.276490 6.524499 10.387860 11.655671 8.374166 9.607252 10.416592 8.270454 7.542422 11.581409 12.809825 10.4197219 10.2006922 6.4879734 8.5761619 7.5453877 10.3783293 10.6708565 11.8963492 9.3641237 9.5681653 7.4468567 10.6027398 7.3318548 7.4377887 9.5086337 5.5833927 8.4393834 9.2496959 9.5017799 13.3048210 8.1234210 12.4695536 7.1222700 11.9732358 11.5777924 15.3985464 11.1862781 14.1129336 10.8646468 1.2025744 10.9828382 9.8960588 11.0099268 9.1940937 9.0605530 9.4055119 10.0475392 10.1750731 11.6163761 5.0605533 5.3857934 14.7559036 11.2144980 9.1194467 5.7586949 10.3683165 -0.3823254 11.5201729 NA 12.5656116 10.6950728 10.8998291 10.6354617 9.9429149 5.6944261 6.3387079 9.1884138 8.9685487 7.5184761 13.1115843 3.1411712 13.1200683 12.8027171 8.2776054 8.5323532 10.2249397 3.5245025 -0.3823254 9.4249643 7.5862761 9.8166682 9.5071134 11.2981887 11.1196953 11.2121673 1.2025744 10.8794106 7.9707565 9.1084604 10.5648810 9.3344288 1.2025744 10.0264699 8.7130063 9.3833099 9.0953677 4.7673582 10.9638461 11.3165311 NA 12.8359456 13.2816678 10.4116190 9.5571885 7.6997584 10.7375232 10.5237485 10.6038212 11.3733962 TCGA-CJ-4872 51 0 NA 1435 kidney stage i t1b n0 m0 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 2 NA 5 2 3 3 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 5 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 5 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 7.629662e-07 4.855239e-07 7.980449 7.868857 1.293959 9.076401 10.600390 5.697671 7.791135 11.016756 10.889827 8.460530 10.273135 10.377871 10.553299 9.421513 NA 9.962242 7.633798 10.349683 7.463873 6.747904 11.265013 11.342208 8.218761 10.053520 NA 3.878912 10.336064 15.808817 10.056607 7.660270 9.726490 7.597729 4.101305 9.656623 10.273612 8.717415 9.517146 -1.290886 3.796452 10.732047 10.908658 0.293959 3.409432 8.556043 12.369205 11.189524 8.101303 9.609098 8.875149 10.818490 8.797774 8.888895 4.232546 NA 8.783127 9.974015 10.711801 7.240368 6.961651 3.030919 9.994388 5.030914 7.573172 4.838271 9.089447 4.168417 10.879850 9.394611 9.575492 NA 3.615875 9.818817 8.200839 7.092691 8.914779 3.994390 12.633149 3.847305 11.227885 9.168417 9.576265 8.278842 8.577808 8.720213 11.397892 8.568520 5.151928 11.349683 9.889517 12.051061 9.962833 7.312613 1.030901 10.369428 10.543145 10.120497 7.513117 3.838266 10.547008 8.674424 6.109866 10.102376 11.189019 9.398984 11.951416 9.983946 4.813530 NA 7.092691 12.245962 9.019599 9.673327 8.961651 10.882351 7.801743 10.579736 -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 -0.197 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 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 16-10-2014 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 3 NA 3 1 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7.629662e-07 9.1772885 9.1739641 6.6808630 8.6878715 9.2828987 4.6235274 8.6643744 10.2318591 10.5587343 7.9763184 10.3675450 10.5933631 10.4727442 8.0434325 NA 10.1479387 8.0970708 9.9980990 9.0776342 6.5739471 10.7533693 12.0807439 7.6283952 10.8556404 2.5840004 4.9990394 7.7405053 15.7992138 9.1739641 8.0102657 10.4105495 9.8735076 5.5015379 10.0838469 10.7320539 8.5510672 10.7023653 NA 4.5840004 10.8481829 11.5417480 NA 2.7359987 9.3565906 11.6515848 10.2019786 8.5840011 9.4922267 7.8277041 11.7633573 8.4474990 8.4529948 4.5840004 0.4140273 7.7628039 9.7825825 8.1855653 8.5536274 9.7705280 2.7359987 9.4461218 3.2214286 6.7360041 3.8735081 11.2840554 4.3209684 10.4273986 11.6238340 9.5107913 0.9990619 3.7360095 8.8918344 6.4474982 6.4364434 7.8319285 6.4253032 12.5388436 3.7688089 13.0538689 9.3462908 10.2437988 7.2532802 8.2626991 6.9059297 10.6942668 10.3020582 3.9990349 10.3565905 10.6290022 11.8616759 9.8518280 8.8234669 1.4140814 7.7583718 10.9603435 9.8642563 6.9609704 3.2214286 11.1162487 8.3827429 7.1555428 9.6714639 11.1710492 9.5381973 9.6320337 10.3863378 4.6620061 NA 5.9990394 11.0375003 9.3477666 9.5865036 7.2967189 10.1872152 7.3036100 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 0.584 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 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 16-10-2014 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 65.44.0 NA NA 1 NA 1 2 2 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 1.387211e-06 7.282859e-07 7.3781761 8.2116236 7.6230899 8.9146674 9.4150395 5.2795493 4.8554067 10.2930945 10.6123236 8.9407212 9.7352631 11.0815462 9.6886187 8.1138703 NA 9.9836475 6.2658738 8.6718655 7.2485956 6.0514743 10.4985339 11.1727637 7.9025669 10.2142426 0.8735770 0.1365852 10.0444822 16.2713841 10.8981414 7.7013744 10.5349776 8.9588954 2.7215477 9.2354995 9.9810343 7.8462482 9.3939779 NA 4.5739925 10.1677169 10.6476838 5.8735548 NA 6.4464448 12.0965920 12.6053838 7.0554538 9.5289075 9.1384674 10.8783380 9.5130773 9.2381281 NA NA 8.3781761 11.1330636 9.3710084 6.7064463 8.4049372 3.1365852 9.6250997 4.6177158 7.6731614 0.8735770 9.1186330 4.2240557 10.7768350 9.3630024 8.0830091 -1.4485086 1.3589588 9.5109052 13.3541945 6.5403125 9.1375291 4.6809094 12.3734016 3.7900317 11.8187069 9.4380863 8.8825446 8.8219229 7.7265533 7.5795339 11.4039620 8.1900637 2.3589869 11.8884131 9.4158138 11.7088166 9.7500727 6.7900317 0.1365852 8.2658733 10.4725089 9.5767672 8.3115158 3.1365852 10.5530358 8.7959916 5.8370299 10.2516338 11.0910288 9.2964615 11.2782715 9.8387627 4.2979397 0.1365852 6.8645106 11.6207417 7.4158136 9.1891581 7.8042930 9.5850506 7.6496600 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 -0.138 -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 10.818121 11.871864 12.879180 10.430828 9.680911 11.372804 4.384520 2.799564 7.406496 5.075190 12.424399 9.026266 8.502912 9.898213 8.249655 8.834716 10.755282 7.425072 10.241189 8.306515 8.637764 8.896600 9.847930 7.946090 7.696286 10.751300 12.758032 9.573996 10.314010 NA 8.329705 7.355759 10.570176 10.578497 11.393388 9.592602 9.072246 7.067328 9.535334 6.639090 8.732780 9.173679 6.882544 5.252067 9.309018 9.024319 12.991588 7.954640 12.926056 6.161398 9.300659 10.157107 15.581281 11.043230 13.902429 10.401814 1.551639 11.075435 11.161268 10.064862 9.090786 9.137529 9.576767 9.752526 10.965256 11.910553 2.136585 4.701377 13.868250 11.608773 9.510180 7.279548 9.227585 -1.448509 11.571045 NA 13.018787 10.807530 10.767161 10.293095 9.735263 6.129056 6.129056 9.175509 8.999744 7.248596 13.401076 2.639093 14.351213 11.955172 8.125275 9.250697 10.466013 4.818416 NA 8.948232 7.768374 9.647684 9.720926 11.338714 12.268661 10.778341 1.873538 9.761690 7.531767 9.222284 10.893146 9.282098 3.252067 10.385704 5.252067 8.474955 9.510905 3.799554 11.403962 11.463581 NA 12.851551 12.792344 10.954107 9.576767 7.562854 10.953307 10.689259 11.434045 11.106281 TCGA-CJ-4875 67 0 NA 2353 kidney stage iv t3a nx m1 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 2 NA 2 3 2 2 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 2.601021e-06 1.040408e-06 8.69651448 7.37182368 4.25172667 8.79604999 10.02285228 4.36721029 9.35093123 10.14519966 10.80503887 8.85988167 10.08461960 10.21044342 9.63543391 8.66300511 NA 10.41551901 7.82999730 10.45847265 7.22646325 6.71842876 10.81397202 10.02138381 7.61318611 10.20450965 1.08181681 1.40375854 9.50702057 15.22964550 10.35034663 8.04180642 9.77267566 9.73195877 5.66676795 9.60045784 10.43880672 8.48481645 10.42109788 0.08174865 6.63639406 10.44210303 11.44292593 3.72566482 NA 8.61707988 11.26606009 10.90278133 9.28759788 8.85823780 7.86643945 10.40542242 8.21108766 8.65923351 NA NA 7.95216930 9.83334869 9.30821683 7.90835299 10.29430105 3.40373127 9.50176475 6.90198311 8.37412616 2.78224080 10.34331188 3.40373127 10.15460713 10.28820858 9.54430686 1.08181681 -0.91811503 8.68357541 8.99768391 7.46118310 7.97054769 5.82327042 12.42720985 4.25093126 12.29703424 9.98342575 9.22773674 9.70019017 7.91152741 8.41942639 10.61074702 9.46118290 3.08179977 10.70294076 10.25735413 11.71411829 10.24859532 8.05334814 -0.91811503 8.13708695 10.89243649 9.67239157 5.47412125 4.66676795 10.63447375 8.76479929 6.54123604 10.32378775 10.94250366 9.60928163 11.02431913 9.86807417 4.44567374 1.40375854 6.56562002 10.73016220 8.53713180 9.14519979 7.29125820 11.15259642 7.19554643 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 -0.726 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 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 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 65.44.0 NA NA 3 NA 3 1 2 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.080817e-07 7.8345115 5.7301753 NA 9.8370902 9.0342366 1.2927817 8.6206967 9.7866251 10.8041930 9.9336172 10.2464811 11.0842039 10.2657495 7.9269755 NA 10.0347984 8.4254836 10.3686945 7.7952702 5.2469667 10.8097829 8.5454352 7.7049867 10.3259174 2.2927817 2.7952682 6.7952695 14.2436293 10.3049286 7.4186133 9.8852267 10.7049867 3.8370854 10.0763136 10.9001001 7.8396642 10.2890078 NA 5.6266698 10.6188247 10.5375299 2.1672295 NA 7.3943075 11.9399283 12.3420511 8.1916229 9.4442092 8.9978261 10.6847293 7.5343558 8.8071549 -1.2922985 NA 8.2076533 10.3067901 8.2890077 8.3872871 9.9960966 3.2313710 8.9943650 6.6793506 7.1996606 1.8777442 10.5976914 2.7952682 10.4776451 10.5042525 8.3713654 -1.2922985 -1.2922985 8.5199845 11.6559919 6.4082465 7.7467259 5.2469667 11.0387241 4.1202524 12.0753585 9.3934321 9.8783583 13.1550196 9.7919513 6.6793506 10.6311348 5.6620032 3.6146981 11.8460790 10.4496955 11.9184786 10.0763136 7.7819485 1.0297002 6.8727143 11.1761691 9.5973112 7.8752253 0.7077898 10.9804370 7.1996606 4.7738961 9.5688942 10.8502334 9.0206903 9.8267484 9.9984021 1.5151573 2.4082499 6.1590176 11.4480096 6.5781719 8.8409494 6.3077199 9.4348767 6.8926825 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 -0.652 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 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 16-10-2014 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 65.44.0 NA NA 1 NA 1 2 2 2 2 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6.1171361 5.4034416 0.1746621 9.2909653 10.1907332 3.8184825 7.8039780 10.7325637 11.0618420 8.4414079 9.8003303 10.4698164 12.8713716 9.6664745 0.7595820 10.4937290 6.9295093 11.9819763 7.0449864 5.2831476 11.0185424 9.6744674 8.2700182 10.0558425 NA 3.0815101 8.4897709 16.2598241 9.8461625 7.4082414 10.5321734 8.2726536 4.4600217 9.5453087 10.0557354 6.7819511 10.0912473 NA 3.4225425 10.5898350 10.7253682 NA NA 7.6824160 12.0526723 11.3284900 9.2339659 8.9559811 8.4507457 11.7258490 9.2987426 8.4577096 1.4965646 NA 9.2353173 10.0852641 8.4942936 8.0326023 8.3470490 NA 10.1149350 6.3545297 8.0724671 2.9819805 8.3013261 1.7595820 10.6128935 9.2066672 9.3243685 NA 1.9819622 9.0542046 11.2254903 7.6824160 9.3000349 5.4784024 12.0929256 3.5737865 11.3407845 9.4118313 9.5658650 10.3619735 NA 6.9428054 10.9726881 10.1288177 3.9819805 11.3338620 10.2032182 11.6102916 10.5771006 6.7060028 3.0815101 8.6258327 10.6578325 10.1009174 8.7253683 2.6008882 11.2025274 9.6776719 5.2190136 10.4130262 10.4925992 9.2831458 10.8948657 10.0845145 2.4965390 NA 6.6903207 12.0011699 8.6422268 9.4600235 6.9093315 10.5027353 7.0449864 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 -0.791 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 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 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 3 NA 2 3 3 3 3 2 1 1 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.24849e-06 5.202042e-07 8.3653238 8.0250737 8.7226358 8.9986708 9.4924118 5.4022447 7.8700219 10.7110663 10.3687640 6.4401117 10.1278451 10.5670431 11.2207914 8.4003236 0.4326388 9.7842923 8.1399759 10.6809397 8.5183105 6.3152601 10.8388218 11.6152181 7.8277936 10.9769470 1.1696044 8.9678923 9.6371880 15.9158133 10.2019037 7.5022900 9.9298034 9.8256497 1.8476362 9.7164769 10.6363727 8.4494252 10.2968029 0.8476763 5.6678325 10.5958471 10.7839242 NA 4.7783926 8.0619733 11.5668292 9.9164326 8.1353666 9.1796909 9.3019536 10.9753262 8.3751311 8.3294537 -1.1523237 1.1696044 8.6469359 9.2281154 8.7087411 8.5393977 9.3244004 3.0955869 9.8033042 2.3070787 6.3152601 7.5129901 10.1958291 4.5200828 10.5713152 10.1307426 9.7025227 NA 5.1144420 9.1763293 7.1830448 6.9351167 8.0932068 5.3395080 13.8511722 2.9427397 11.8745235 10.0607585 9.6075424 9.6558140 8.3672907 7.4549844 11.0482465 10.4982574 3.6550083 11.0185182 10.0788754 11.4616739 11.1947220 8.3712164 -1.1523237 7.9324628 10.8638079 9.9916752 6.7118404 4.5608005 10.8790109 7.9854139 7.1569942 10.2291972 10.6129404 10.1886170 11.6121113 9.6582259 4.0175835 0.8476763 6.3233881 11.4415123 8.6257315 9.0534475 8.8810772 10.3829297 6.8191981 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 0.449 -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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 70.43.0 NA NA 2 2 5 3 3 3 1 1 NA NA 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.768694e-06 5.202042e-07 9.6268423 8.2281833 3.4016305 9.0273437 10.2526030 4.9251972 8.5740621 11.0209377 10.8879671 8.4542030 10.8294714 10.0651929 11.0780327 9.0580597 0.9865930 10.4002253 8.2689134 11.0824338 8.0200204 7.5257565 11.3426824 11.4613173 8.1565225 10.6393407 2.7235586 4.9865975 8.8445784 14.7508815 8.8753405 7.2596162 9.9912860 8.9638772 2.7235586 10.2819836 10.8964904 8.9330164 10.2194179 0.9865930 4.2596190 11.1887211 10.8874641 0.4016305 1.9865930 9.3412139 12.2700715 10.8533611 8.9619676 9.8067763 8.9959593 11.2126080 8.8194875 8.3959882 4.6110897 0.4016305 8.7744998 10.0108135 9.9968923 8.6400395 9.2234088 4.4890997 10.0071143 5.2089893 7.1829942 7.9714907 10.0942503 5.8934884 10.7398140 10.1227339 10.2665947 3.3085211 7.5101589 9.8046468 10.3565581 8.3025014 8.5257561 5.6304521 12.1051058 4.5851188 11.4623307 9.6110881 9.2888555 11.5781197 8.5615060 8.4596267 11.0373529 9.4295409 5.8934884 10.5354193 10.4058553 11.5209002 10.1414154 8.0015478 1.7235586 10.0775918 11.0708520 10.4446621 8.5988516 4.7591878 11.1498276 8.6870369 6.8610658 10.1235883 11.4288497 9.5914593 11.4364337 10.8620907 3.7939479 NA 7.1020744 12.0762685 8.1895375 9.4100633 8.2627216 11.1854516 6.8692410 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 -0.139 -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 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 16-10-2014 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 1 NA 3 1 3 1 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1.21381e-06 4.161634e-07 8.230877 8.267362 NA 9.196890 9.239251 4.367008 7.590272 10.494192 10.987195 8.302945 9.213984 10.893224 9.531487 8.215682 -0.515604 10.028845 7.262441 10.189131 7.054219 5.943795 10.725453 10.962880 7.819754 10.860432 2.806283 3.571822 8.768609 15.852571 10.933512 7.015745 10.284454 10.030775 5.317253 9.569172 10.494542 8.785859 9.774382 NA 2.732291 10.124156 10.777835 0.484396 NA 7.061792 12.070968 11.642815 8.259150 9.852870 9.409918 11.356846 9.447259 8.009884 NA NA 8.229197 11.236535 8.569172 7.539646 8.337673 2.732291 10.154134 4.156785 7.569171 3.239245 9.377665 4.841913 10.900897 10.289704 9.232556 NA 3.184804 9.293327 7.520537 9.136312 8.717983 5.528759 12.304243 3.267296 11.831569 9.552470 9.332986 11.373867 8.692598 7.623914 11.074482 8.128220 2.806283 11.375007 9.899577 11.589290 10.093542 6.774383 -0.515604 8.207171 10.581283 9.969186 7.821985 5.379181 11.251306 8.964103 6.222049 10.110529 11.342539 9.376906 10.070734 10.140341 4.674189 0.484396 7.007925 11.306137 8.675423 9.468069 7.908530 10.573814 7.113720 10.501868 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 0.286 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 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 2125 kidney stage iv t3a nx m1 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 1 NA 4 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.080817e-07 5.32141585 7.43492924 NA 8.88386271 8.94314511 4.47851887 5.59927018 10.00952857 10.43456037 10.14464384 9.70703173 10.92671673 9.94418202 8.13423378 NA 9.85879057 6.60976235 8.70213701 7.66362997 5.66111110 11.18203755 10.39946198 7.74679108 10.28681775 -1.49858633 -1.49858633 9.31421796 16.12857292 11.73620560 8.39302228 10.26693900 8.34358904 4.84108751 9.44521851 10.11502804 7.78200944 9.47134437 NA 8.14869672 10.10810635 10.88088767 0.08624028 2.74916953 7.23933121 12.10347345 12.65328564 7.08243862 9.54289760 7.99709365 10.05582741 8.26942267 8.69229781 NA NA 8.53741217 10.65858550 8.73125895 6.69106370 7.49276011 3.02479837 9.53466161 1.82317869 7.80957779 3.20168090 9.41861057 3.25611998 10.68920916 10.78171936 6.80044696 NA -0.49879018 8.34672868 9.26195856 6.37160242 8.96680506 4.30859387 12.33333738 3.93286434 12.20546641 9.62729767 8.46702265 9.13604959 9.17719552 8.49276051 11.21634251 8.45397966 2.20166522 11.19972620 9.95090301 11.80001711 10.66771547 5.90211700 -0.49879018 8.13241541 11.01639631 9.43049688 7.81185118 1.82317869 10.47493588 8.09182569 6.19472534 10.43456037 11.45779618 8.55108722 10.71373490 10.24228417 3.40812760 1.08617233 6.48423160 11.01792351 7.02871501 9.47278201 8.00108443 10.42567990 7.91909095 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 0.000 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 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 16-10-2014 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 1 NA 5 2 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.387211e-07 7.4034910 8.0191837 -0.4071722 9.1484669 10.4998098 5.9416463 6.3276281 11.0031056 10.7656592 8.6803820 10.1431850 10.5727016 10.1508615 9.4454488 -1.4069809 9.6863368 7.0482460 9.8591201 6.2149718 5.7628431 11.0607795 11.0363809 7.9959311 10.3938232 1.5929234 2.5929234 10.5748433 15.7595139 9.9305412 7.3970499 10.3024339 9.7375774 3.8783232 9.6386788 10.3840821 8.4273904 9.5295572 -1.4069809 3.7628484 10.1613505 10.5427460 4.4002715 -0.4071722 8.1703482 12.3607933 12.0066793 7.7247764 9.8217380 8.6208254 11.2340678 9.7876760 9.4305471 -1.4069809 NA 8.5985439 10.7882914 10.3767360 7.4067008 6.9852363 4.1778779 9.9879177 6.2933594 7.4034910 6.9012579 8.9316556 4.4998076 11.0332694 9.5236566 8.7375776 -0.4071722 2.2933705 9.8223388 11.3736640 9.2475552 9.0997226 5.4384093 12.1435458 4.9117779 11.4321230 9.4702033 9.0686525 9.7007901 7.8145062 8.6603536 11.3223275 9.6563144 3.5929234 11.7997810 9.9137198 11.7667525 9.6724039 6.8736902 0.1778540 8.6590083 10.5127918 10.2108458 8.1398138 3.7222037 10.8725298 8.8429452 6.0686536 10.0497870 11.4917095 8.9559588 11.7993232 10.1970091 5.0191859 NA 7.2968226 11.9431678 8.6097276 9.7034025 8.6027479 10.6414061 7.5295571 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 -0.445 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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 1 NA 3 1 2 2 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 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 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.109769e-06 2.774423e-07 8.9561470 8.5628625 8.2161701 8.7750591 9.7069699 5.1319351 8.1455654 10.4979236 10.5019034 8.3556295 10.1095032 10.5624389 9.9379833 8.8068631 NA 9.9612949 7.6419340 10.0831813 8.3653710 6.3595335 10.6282437 12.0192119 7.8025674 10.6099386 1.9980872 4.6095127 8.0278253 16.2866795 10.3369379 7.7380456 11.2083431 8.7365453 5.7470167 9.7380458 10.7684663 8.5076329 10.1461305 -1.1716934 0.4131608 10.4912660 10.7153733 2.9980691 -1.1716934 8.6209430 11.8460050 10.9212401 8.6290527 9.3240077 8.3260047 10.4565983 7.9651436 8.6176864 -1.1716934 NA 7.8505207 10.1523333 9.1657745 8.3903951 9.5830403 3.4720068 10.0235248 5.7470167 7.4168676 3.1500884 9.4492888 5.0179753 10.1393334 10.5788597 9.6837998 0.4131608 -0.1718559 8.5611680 13.1142050 6.0855415 7.9129612 5.2375446 13.1232041 2.7263517 12.1914661 10.0448986 9.6322837 10.5888727 5.9049681 7.5216397 10.9412437 7.3827416 2.4131066 11.4945986 10.1290772 11.5988166 10.3634280 6.9980781 -1.1716934 7.7852550 10.8033917 9.8989444 7.2544174 9.8081852 11.1627053 8.2586051 6.8393802 9.9593666 10.6111509 9.2449503 10.6070512 9.9056361 4.5143748 0.4131608 6.0179776 11.0911284 8.0327241 9.9182652 9.3408931 9.9457958 7.3319783 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 -0.490 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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 2 NA 3 3 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 9.3401906 9.0393016 4.3036273 9.2995936 9.2267397 4.8713114 7.0887268 10.8269065 10.9285506 8.1201513 10.0119695 11.0594659 11.0347011 8.0373663 NA 10.1072945 7.2070758 10.1105193 6.0961817 6.4270077 10.8815928 12.1574910 7.5461181 10.3571277 NA 3.8181961 9.0546903 15.0188052 8.7536573 7.2971694 10.5586532 6.7298899 2.6661885 9.4166225 10.6665077 9.9790776 9.9485109 -1.5038956 5.5296929 10.5430526 11.1803607 -1.5038956 1.4962578 8.6749344 12.4954769 9.5657194 7.7370607 10.4649364 9.0905944 10.7808046 8.6332608 9.0508586 0.8181961 NA 8.4821117 10.1897566 10.2967652 8.1128184 6.9267218 4.3169567 9.9230585 -0.5036911 7.0237466 4.6255511 10.0217905 4.9225356 11.0639881 10.1026749 10.5067978 -1.5038956 1.4962578 9.5095923 5.0812331 6.1473209 9.0527756 4.9225356 12.8202392 2.5476472 11.6005408 9.2814769 9.8266263 11.1008229 7.6306960 7.5730851 11.6719751 8.8560193 3.0812374 10.9818474 9.8734803 11.4251581 10.1620496 6.7770409 NA 8.0661253 10.8323968 10.3160496 7.8928743 0.8181961 11.3997750 9.8152755 7.3417599 9.5427115 11.4356652 9.3354734 9.7518885 10.8029010 2.9557034 0.8181961 7.2377367 11.3832998 8.8582135 9.7364647 7.0354282 10.2135176 7.1036004 10.0713361 -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 -0.180 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 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 16-10-2014 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 65.44.0 NA NA 2 NA 5 2 1 1 1 1 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 8.8350047 8.6308554 7.6899959 9.3046089 9.5832624 8.6047482 5.4260165 11.2993863 10.8706548 9.6828830 10.7003058 10.2430740 10.0901752 10.7874406 NA 9.7771802 7.4735036 10.1295097 6.7816259 6.2382308 11.6299312 11.6922111 7.7250424 10.3642970 3.8296466 4.3199719 9.0712336 15.4969070 9.2479019 7.4871784 10.0283849 9.8456599 3.3915203 9.5254558 10.5034194 8.9431416 9.6769287 -1.5627723 5.4817252 10.1093134 10.7473749 1.6072474 3.1377658 9.5438931 12.4214816 11.5837397 7.9451248 10.4415506 6.9211459 11.3076949 9.7052873 9.1871996 0.7592411 0.0223323 8.7099599 10.5803944 9.7371106 7.6947180 8.3381971 4.3680699 10.3846018 4.4597005 6.1377699 7.4117449 8.8844135 5.2702187 11.0930845 10.2824281 9.3710208 1.7592411 3.8967659 10.2972531 9.2686374 8.4926127 9.1255806 6.3739683 12.5078704 2.9451207 11.2499086 9.1955533 9.6805042 10.6757349 7.7365379 9.1429625 11.2170495 10.4188975 4.6467848 11.0518100 10.0029084 11.4399694 9.9657843 7.5353625 NA 9.1575743 10.7296777 10.8101952 7.7227324 5.2909515 11.0265131 9.2234773 6.5146273 9.7615107 11.6764811 8.5274426 11.5578921 10.3355536 5.3224149 NA 7.5896152 12.7485818 9.1185687 10.0820878 8.5419291 10.5899319 7.1066760 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 0.226 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 9.764883 11.280662 11.223191 10.265863 10.081637 10.635468 5.066688 3.685256 7.691438 6.988077 13.547813 8.447551 10.043273 7.800348 8.173800 8.788269 11.080510 7.228493 10.795981 10.493629 8.682883 8.833196 9.553622 8.077575 7.779405 11.250109 11.831659 10.1026661 10.4803574 -0.5627723 9.1472757 7.4817244 10.0441981 9.3576831 11.7706253 9.9411559 9.9044261 7.7749524 10.2483034 6.7682465 9.1524342 9.7388264 7.0955415 7.5221389 7.7365379 8.7704855 13.2455402 9.4203236 12.6628389 6.0111288 9.5614514 10.8011912 14.2599508 12.1938865 12.8099232 10.9757616 0.7592411 10.2418646 11.4707532 11.0064738 9.1838445 9.1255806 9.1754226 9.9181204 11.9777004 11.5174798 3.7948837 4.9919209 13.7663619 10.7290764 10.6858508 7.9311854 9.9201381 0.0223323 11.2438798 -1.5627723 12.4970126 11.3686143 11.0602971 11.299386 10.700306 6.514146 8.260698 8.764883 9.091966 6.781626 13.076820 1.437334 13.101333 12.642207 9.379111 8.139087 10.063496 5.514144 -1.562772 10.328734 7.816708 9.549770 10.011924 11.069644 12.588267 11.883897 1.607247 10.397694 6.442955 9.421036 10.849106 9.833400 4.022297 10.713745 8.217049 8.230120 10.297253 5.637002 11.217050 10.964074 NA 12.454748 12.443042 10.264673 10.810195 7.462470 10.553674 10.839543 10.774866 10.334642 TCGA-CJ-4890 72 0 NA 2085 kidney stage iv t3a n0 m1 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 2 NA 5 2 3 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 5.202042e-07 1.387211e-07 8.8619761 8.9119899 6.0862275 8.9898721 9.5863418 6.3519604 6.2104064 11.2196725 10.8842894 7.3786781 10.2718265 10.4032840 11.1569060 8.1879226 -0.3894889 9.9374849 6.8150643 10.2099418 6.6548880 6.5353065 11.0492856 12.3360730 7.6217208 10.4197676 0.6105111 3.3109363 10.9196858 15.0733155 9.1033484 7.2325456 10.7782255 6.7804190 0.1954736 9.5668699 10.4138177 9.5158808 9.9641920 NA 3.6104993 10.1789250 11.1992084 3.6979517 -1.3894889 9.2890939 12.1782122 8.8465080 7.5143756 10.5467636 7.2864506 10.5650536 9.1113358 9.1123311 0.6105111 -0.3894889 8.4146248 10.2233622 9.0575770 7.3653811 8.0409461 4.1340566 10.2762738 2.6979517 6.1103403 6.8296619 8.9931178 4.7602422 10.9680457 9.7997006 9.3628744 NA 5.7500464 10.4548072 6.4178491 9.6738889 9.3485861 5.5991779 12.3257050 3.8995914 10.9054017 9.5427084 9.8046351 6.2029505 7.9097017 7.9028152 11.7664188 9.5668699 4.6548880 11.1869781 9.6879771 11.6103176 10.1827202 6.9369229 -1.3894889 9.1784497 10.4169104 10.5895616 8.1650829 3.8488983 10.9036780 9.0194815 7.2440336 10.0963230 11.2967754 9.3761942 10.9729856 10.5661437 6.4113940 NA 7.2543503 12.6218084 8.7841709 10.3840451 8.4961903 10.6408160 7.3111416 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 0.135 0.135 0.000 0.000 0.000 0.000 0.000 0.000 -0.105 -0.105 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 16-10-2014 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 2 NA 2 3 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.42762e-07 2.080817e-07 7.7711217 7.4938675 7.9144862 8.6872115 9.6093448 4.1830815 7.4368364 10.1515253 10.1282987 7.0372296 9.2629067 10.4929353 12.0032590 8.1830800 -1.1022175 10.2082906 7.6084840 11.0515465 7.1456051 8.4445722 10.5762780 11.7088518 7.9556697 10.8007462 0.8977051 6.3975240 9.3134196 16.1623495 7.1216796 7.1264970 11.3772055 7.9851406 1.8976664 9.9386525 10.7270041 9.6102049 9.8284152 -1.1022175 4.4522660 10.9245470 11.0871936 1.8976664 1.7050490 8.2082905 11.8354194 8.5178977 7.9283449 9.0850300 8.8401922 11.5299915 8.4882647 8.6136399 7.2856954 NA 8.3006898 8.5718702 8.0524958 8.4807607 9.0423360 2.3571015 9.8350516 3.9420734 5.6119219 5.5841778 10.7564359 3.9420734 10.3442442 9.1668046 10.2765146 NA 2.2196177 8.4329531 6.1830795 6.7618637 8.7082493 4.7305693 14.6082152 1.9137990 12.5683341 10.6819036 9.8913239 10.1312975 8.9637671 6.2899949 11.3942820 10.3617130 3.8045699 10.8874271 10.3012225 10.9314449 10.9910954 8.3468266 1.8976664 7.6559013 11.4873149 9.6110643 6.6658617 2.3571015 11.8311841 8.2441916 7.7444847 10.1527064 9.9897742 10.3713835 9.8075708 10.7657287 5.8749568 NA 6.3975240 11.2105608 8.1807660 9.8083205 7.9365967 9.6391448 7.5087028 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 -0.105 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 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 16-10-2014 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 1 NA 5 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.109769e-06 3.468028e-07 8.5845353 7.6290535 5.5442443 8.9493870 9.9435233 5.0678065 8.6683667 10.7727635 10.7676438 8.7475935 10.3838428 10.5385988 10.5085862 9.0668270 -1.4556135 10.0882438 7.8411618 10.1353001 6.8016334 6.3771359 11.0758705 10.4746131 7.6527697 10.4396351 1.5442381 2.0036742 8.0540203 16.3618974 10.8540059 7.4896890 10.0143957 10.2725911 4.9365626 10.0143957 10.6530965 7.9995728 10.3435270 1.1292171 6.1662977 10.4933425 10.4657144 4.1881002 -1.4556135 7.5442450 12.0398506 11.7923212 8.6435932 9.0159207 6.7682465 11.4242114 9.2006704 8.7003284 1.3516283 -1.4556135 8.2429502 10.6049413 9.2831821 8.1754223 9.2254839 4.3771376 9.6741723 5.5329309 8.4926127 4.1881002 9.7060071 3.6735338 10.6876286 9.8051649 9.3572249 NA 0.1292171 9.2316210 11.8007490 7.3483767 7.8593950 5.9017985 12.1492618 3.2970006 11.9038577 9.5200934 9.1835860 9.6560331 8.5229557 8.1844901 11.0435930 9.7561336 4.1589590 11.2863442 10.0867936 11.8263202 9.5666131 6.9451242 2.3516001 8.5554726 10.8796525 9.9376359 7.3959942 4.1589590 10.7883118 8.7814555 6.4272558 10.0829193 10.8976679 9.3099458 11.6911322 10.0785482 3.4511320 NA 6.4390629 11.4388737 8.5749125 9.7874194 7.0480716 10.5645309 7.0360989 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 -0.537 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 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 16-10-2014 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 3 NA 1 2 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.774423e-07 7.5267919 7.1410608 NA 9.6953826 10.2028369 5.7301997 6.3123784 10.5876046 10.8100382 8.8043560 10.0587830 10.6862770 9.9276571 8.4866299 NA 9.9894931 7.3372294 9.4171042 6.7631765 6.8347289 10.8668493 10.9419043 7.6792746 10.3193666 NA 0.8805680 9.7374774 16.0905829 10.9724093 7.1061420 10.0213630 9.3730539 5.5901918 9.4222751 10.0765205 8.2263081 9.5345723 NA 4.2955688 10.3255480 10.5354675 -0.7043945 -1.7046296 6.9609067 12.5635277 12.0870388 7.7467817 9.6135484 9.7854186 11.2908078 9.6651680 9.1820293 NA NA 8.5600133 11.1227148 9.6771135 7.3616596 7.5458688 4.5470981 10.0625136 3.6878893 6.7834108 3.1029268 9.4254975 4.0769267 10.6798148 9.7657210 8.6376454 -0.7043945 NA 9.5850132 10.9947093 6.0504582 9.1589825 6.0166701 12.2724032 3.6622397 11.7161888 9.2410145 8.7343625 10.8940884 9.3962329 8.0387220 10.6208761 8.4952431 3.5050271 12.1829817 9.8215808 11.4330422 9.5728580 7.1812666 0.6174866 8.2322084 10.6310754 9.8323035 8.8616248 1.8805288 10.6044785 9.1643778 6.3407848 10.0264653 10.9088997 9.4692478 11.8690995 9.8132401 4.8347314 -0.1195104 7.2322089 11.3767212 8.0319724 9.1728548 8.2913379 10.0596128 7.1347744 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 -0.520 -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 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 16-10-2014 male 2005 822 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 1 NA 5 2 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.768694e-06 6.242451e-07 8.32779289 7.71326553 NA 9.67006135 9.95599608 4.21523594 8.15548817 10.96072158 11.32266250 9.16206826 10.37422497 10.95623268 10.20053157 9.33654517 NA 10.00988277 7.99337377 9.77681151 7.45112702 6.55227408 11.60227365 11.65978157 8.09315554 10.61202087 2.84177189 7.11026927 9.30418976 14.03645343 10.71382570 7.59423726 9.92876115 9.57279097 4.40471923 9.72664477 9.96166485 8.43219737 9.90149370 -0.61772010 7.28019450 10.36248841 10.47774592 -1.61749874 0.38239058 7.35101606 12.71480508 12.52836061 8.39217744 10.29374085 7.30716164 10.90786972 9.22548486 9.07234675 NA -1.61749874 8.26804507 10.96613684 9.88567777 7.70202096 8.52700698 4.31308619 9.97993587 6.71326553 8.40610336 1.55227869 8.99705864 4.73990209 11.40020120 10.21405193 9.38375699 NA NA 9.56722428 11.93681782 5.99705977 9.22233993 6.62552329 11.22705464 3.31733301 10.94816498 9.37882241 9.73218303 11.28397003 8.85706876 8.71550424 11.16657474 9.07931650 4.28923691 11.27014065 10.25502373 11.85262645 9.16042611 7.59666834 -0.61772010 8.93405704 10.73050716 10.45414638 8.56350099 0.70425227 11.29261681 9.75374976 6.48789147 9.94649840 12.27745075 8.21682005 11.40054908 10.61656759 2.55227869 -0.03268381 8.03698514 11.61176855 8.59180207 9.55665051 7.66543754 11.03519383 7.82736367 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 0.000 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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 3 NA 2 3 3 3 3 4 4 2 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 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 4 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 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 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 1.144449e-06 3.468028e-07 7.0149265 8.8067578 9.8949390 9.1590370 9.5714142 5.4670773 6.8872584 10.9653284 10.9647203 8.8652715 9.9995726 10.8206025 10.9628945 8.9876494 NA 9.9196227 6.5666127 10.0871053 6.5276193 5.5730109 11.1150498 12.2521796 7.7070284 10.3182340 1.3377682 6.5730109 8.7654565 16.3685119 7.5857220 7.5309088 10.1349156 9.2406721 4.0382342 9.5967531 10.4580324 9.0149268 9.7063009 -0.2472514 -0.2472514 10.4393326 10.7450622 -1.2470802 NA 8.5391018 12.1717387 9.9133337 7.7214991 9.7301119 8.9127035 10.7297540 8.9000369 9.5423656 -1.2470802 -0.2472514 8.6293490 9.8289795 7.9051168 7.5110552 10.6239672 1.9227687 10.0600328 3.2122580 7.4217173 4.1103799 9.1462224 4.2122658 11.0330228 9.5110552 9.2050733 -0.2472514 -0.2472514 9.0486010 10.2546691 6.0837495 8.5920358 5.3226889 13.1197006 3.8176335 11.4569518 9.4056769 9.2295783 11.1866782 5.1451476 7.9598461 11.4428300 11.2638433 3.0007572 11.4032106 10.0486009 11.4930344 10.0108091 7.1147762 -1.2470802 9.1483662 10.6240096 10.1114833 8.2019808 3.0007572 11.2239991 8.6108130 7.0797557 10.1032187 10.4283480 9.2214561 10.4700801 10.8033609 5.4807530 NA 6.4807530 11.5129282 7.9912367 9.9707897 8.7026586 10.8306491 7.4601913 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 -0.490 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 10.271977 11.624930 10.938637 10.705573 9.324585 11.128957 1.922769 3.000757 7.816227 5.981652 13.256037 9.428304 10.596361 8.667950 8.119373 8.264585 11.605947 6.659722 10.314597 10.056042 8.647650 9.129446 9.684884 7.303579 6.604581 11.408363 12.727426 9.989444 10.558979 -1.247080 8.461916 6.712834 10.233117 10.134916 11.373052 9.026628 9.534192 6.976833 9.109284 6.967151 9.077012 9.735826 6.345290 5.808115 8.795859 8.352745 13.135659 11.958778 12.628869 7.450807 11.495141 11.283970 15.654571 11.716270 12.846992 10.645754 4.962285 11.003130 8.354603 10.478198 8.640053 8.592036 9.407468 10.359700 10.908283 10.884046 2.922750 6.204043 14.017285 11.378997 9.373968 6.573011 9.933984 -1.247080 11.139233 -1.247080 12.854726 11.107756 11.012281 10.9653284 9.9995726 5.7528315 3.2122580 9.1558441 8.7471853 6.5276193 12.8410256 1.3377682 13.3933029 12.7970553 8.3583114 7.9131066 9.8502058 2.9227497 NA 9.5374669 7.5698154 9.2910210 9.3302608 11.5730109 11.9230701 10.8023403 0.3377682 9.1081831 7.5698154 9.1905840 10.3055011 9.6430962 2.6597191 10.2675461 5.6716953 6.1706842 9.0486010 4.9227592 11.4428300 11.4325320 -1.2470802 12.6254107 13.0249514 10.3518149 10.1114833 7.6835694 11.2549179 10.1848518 11.9856666 10.3234277 TCGA-CJ-4897 79 0 NA 1808 kidney stage iii t3a nx m0 16-10-2014 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 70.43.0 NA NA 2 1 1 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 0 0 1.387211e-06 7.629662e-07 6.0631944 6.9562786 3.9188060 9.7042995 9.6025988 5.4434674 5.9685562 10.5532647 10.4165508 9.3032659 10.2815937 10.6104556 9.9735153 8.6793049 NA 10.0462780 7.3550409 8.9345368 5.0516984 5.7724136 11.3513825 10.3267052 8.4899912 10.0290000 0.4078422 -0.3291597 9.5386699 15.7851881 11.3148829 7.8408012 10.6021064 9.2324826 5.9807314 9.4857259 10.1640647 8.0660537 9.1924768 NA 4.9188060 10.2785150 10.8625525 4.0401121 NA 8.1248327 12.7849440 13.3021293 7.5473935 9.6270105 8.2381988 11.0945176 9.8172330 9.2965852 -0.3291597 NA 8.5048206 10.9368821 9.8458021 7.3620385 7.9392236 4.5507468 9.8623469 5.8607021 8.1207127 4.9685562 9.3655246 3.2558330 10.9349280 9.4173907 8.0943427 NA 0.8932845 9.5074528 10.4995419 9.0099842 9.3189343 5.6708772 12.1924768 4.1716792 11.9418530 9.7846185 9.2620871 10.8862072 8.9337544 8.5747581 11.3103678 8.7984410 3.7583352 11.8431997 9.9396133 12.0807093 9.9792154 5.6250717 -1.9143034 8.5596195 10.6219498 9.9848931 8.3793857 2.7297703 10.6640507 9.3050763 4.6708743 9.9803528 11.2710991 9.2732660 11.6955544 10.0426531 5.5018244 -0.9140315 7.4717760 12.1906764 6.9314041 9.6671146 8.2929280 10.4374053 7.0545804 9.8725919 -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 -0.112 -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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA asian not hispanic or latino 69.40.0 NA NA 1 NA 5 2 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 7.976465e-07 2.774423e-07 7.0218783 7.9626028 7.7884919 9.7557846 10.7839934 5.1050201 7.5863189 11.3450291 10.7644880 8.6230515 10.3921969 10.3075945 10.4835317 9.5250981 NA 10.0416110 8.7033852 10.3809211 5.1726595 6.0461265 11.6562900 10.9142287 9.0999618 10.4043028 1.3091762 4.2685167 11.4499906 15.4985822 10.0595886 7.6470302 10.3185229 9.3901264 2.9972201 9.6842002 10.4475749 8.5790666 9.9566192 -0.2757863 4.9205934 10.3407472 10.5099232 6.4566485 -0.8606615 7.5986674 13.0322054 11.4985736 8.1767825 9.7617452 7.1890842 11.5891582 9.7585387 8.9287694 NA NA 8.7640313 10.4586257 10.2585011 7.9057649 8.3499071 4.5821766 10.2276928 6.4967883 8.4901750 4.8534817 8.5443772 4.9074195 11.2433431 9.5272532 9.7631172 -0.8606615 0.9465812 10.3803251 11.4415891 6.0157518 9.5696884 6.2736613 12.5533264 4.8387047 10.9461881 9.1609099 9.5754267 9.0566079 8.6957419 8.4153602 11.8217916 10.0367032 4.4790883 11.2919960 10.2303405 11.9606112 9.5837331 6.7502608 -0.2757863 9.1863597 10.5785083 10.7758604 8.0370813 6.1443544 10.7985628 9.4796257 6.4838867 10.1602157 11.7230237 8.9665784 11.9476973 9.9477978 6.9556116 NA 7.6667126 12.3527957 8.9752863 10.2100276 8.9173130 11.0313991 7.4595849 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 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 16-10-2014 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.40.0 NA NA 3 NA 5 2 3 1 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 9.31998208 8.86928106 5.24316637 9.02160881 9.24941453 3.93121973 8.18176599 10.75711336 10.96730135 7.41753779 9.79775538 10.56859688 11.00508702 8.51618499 NA 10.40415837 7.87414161 10.65444208 6.86114399 6.93122210 10.96274544 12.03812378 7.42196971 10.78942646 NA 8.16599884 8.82812887 15.73871618 8.52032481 7.27291340 9.44392879 9.10252875 5.39516908 10.04406633 10.83894192 8.76672832 10.37588036 1.07327184 4.11763687 10.66242441 11.14771747 -0.92686530 -0.92686530 7.69895048 11.89361992 10.43408858 8.43079332 9.51514808 9.03179409 11.82875501 9.27291386 8.26059357 1.39517251 0.07327184 8.36786202 9.70259816 7.41309137 8.40191627 9.59876232 3.16071048 9.75008004 3.82813394 7.21279304 3.39517251 10.19736280 4.46555661 10.52032471 9.95512024 9.86765728 0.07327184 3.82813394 8.96502523 8.16070443 6.98613102 8.43079332 5.16070241 12.25811681 3.16324109 12.22394076 9.78146316 10.06688757 11.79305807 8.18176599 7.50786994 10.92577101 10.08865655 3.16071048 10.88662186 10.49056662 11.90711983 10.15005709 7.53676552 1.07327184 8.74212650 11.09169203 10.18307209 7.53676552 4.56509751 11.23846254 8.05908321 6.72429283 10.02525461 11.41753737 9.80031106 9.40303781 10.20766778 3.65820006 -0.92686530 6.19218233 11.16169845 8.73145311 9.08586598 7.17652923 10.15672083 6.80795120 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 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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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.43.0 NA NA 3 3 4 2 3 3 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 1 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 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0.7808980 2.6877998 9.5890687 8.8018887 7.3845351 8.7639025 5.2887018 12.0561605 2.3489406 11.2916731 10.4052475 9.8129546 5.0663131 8.8483434 7.5720719 10.8025830 9.0881098 4.4247676 11.3232154 10.0476954 11.9921889 10.3190979 8.0709276 0.3659165 8.5054229 11.0470718 9.9781257 8.8348348 2.2403449 11.1825885 8.7743710 7.1602869 9.7234234 11.0732306 9.5147716 10.2657319 10.5020081 3.4813506 -1.2189341 6.7292768 11.3306936 8.3507646 9.8730054 8.5688116 10.7204881 7.5882641 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 -0.186 -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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.43.0 NA NA 1 3 5 2 3 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 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9.6966082 7.8148439 8.4333797 8.1198692 11.2473731 9.3470081 4.4252042 11.5045175 10.1449725 11.8642676 9.9625503 7.5377977 0.4803685 9.9917048 10.7468833 10.4501656 6.4158077 3.9041950 10.9495822 8.8117212 6.4713029 9.7795554 11.2148876 9.2734630 11.3594711 10.3305342 4.3872385 NA 7.1807874 12.5132885 9.0979984 10.0828606 9.4982692 11.5228276 7.1184210 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 0.165 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 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 1560 kidney stage i t1b nx m0 16-10-2014 male 2006 1559 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.43.0 NA NA 3 1 1 2 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.352531e-06 3.814831e-07 7.5974373 7.5650160 2.2051110 9.6634579 9.4498799 4.6020114 7.8198297 10.5494157 11.2317355 9.5597365 10.0910194 11.1509537 10.7925848 8.4656472 -1.7018109 9.8489759 7.6065681 10.0869475 6.9951962 6.2407436 11.5476390 11.5418495 8.9366650 10.7972404 1.4681662 2.1055775 8.9037087 15.0234889 10.1643490 7.8661853 9.9816625 7.8962815 6.7033707 9.5491197 10.0497733 7.8831919 9.7835554 NA 5.8139299 10.1960746 10.9695491 0.2981891 -1.7018109 7.2697728 12.6196641 11.4776718 7.8217912 10.1495879 8.1884934 11.0810227 9.2495138 9.2193263 0.2981891 NA 8.5939980 10.2582311 8.9330403 7.4275123 9.6770660 4.5076805 9.8948849 5.9917168 8.1484161 5.0396955 9.0606111 5.0261494 10.9495052 11.0545770 8.9101762 NA -0.7018109 9.1429349 10.2618478 8.8518583 8.9429868 5.2289649 12.2457748 1.6987519 11.3628035 9.7385792 9.3309637 10.7070896 8.6302657 8.7709199 11.1497831 9.3268261 3.6905512 11.6150764 10.0930512 12.1282492 9.9124789 7.2524251 -0.7018109 8.1405793 10.5363383 10.4352203 8.2883332 5.2869144 10.7815411 9.1499704 5.6291468 9.7281590 11.5657474 8.7065589 10.8149141 9.8831917 4.5650183 -1.7018109 7.5951456 11.1051815 8.5567953 9.7830521 7.5696923 10.7925848 7.6776076 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 0.346 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 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 1792 kidney stage iv t3a n1 m1 16-10-2014 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.43.0 NA NA 1 1 1 2 2 2 2 2 NA NA 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 3.468028e-07 6.32445240 6.79782232 7.98224694 9.48082513 10.33085706 6.90161151 5.57654935 11.01498071 10.86215372 9.04592671 10.03776300 11.01877276 9.86114834 9.21726683 NA 9.43074127 6.73948900 8.90629807 6.06421678 6.30091626 11.39964072 10.60877589 7.73948900 10.37106797 -0.94702773 1.22292818 10.04486456 15.44170374 10.84415141 7.40392807 11.20067042 8.43453149 3.54484391 9.57065779 10.32765784 8.84902815 9.21412043 -1.94674962 5.18227119 10.47689229 10.39561875 4.11907392 NA 7.18741443 12.72342345 11.86325885 6.92643240 10.36246485 8.59214716 11.42734878 9.88666918 9.20082947 -0.94702773 NA 8.64637978 11.24651385 9.80662308 7.03026875 7.20780697 3.26244819 10.26274650 -1.94674962 8.23165320 4.63795216 8.84983917 3.60757888 11.18741480 9.38166342 8.55482557 0.05297227 -0.36197252 9.88231489 11.73158862 5.66031828 9.54984222 4.47925643 12.13763080 5.65720839 11.22385245 9.15562048 9.55582037 10.84943372 8.17969317 8.68416546 11.55929606 10.43804193 4.14045148 12.04415601 9.99806642 11.98409531 9.99403615 6.18227119 -1.94674962 9.68371066 10.51556236 10.42422057 8.93868482 0.05297227 10.90239358 9.26790256 5.78769887 9.87037196 11.73653144 9.02309425 11.78875605 9.74647552 3.47925643 0.86036693 7.65475917 12.51747041 8.15627627 9.53630045 8.70583349 10.51344436 7.46479567 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 -0.434 -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 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 16-10-2014 female 2006 1496 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.43.0 NA NA 2 1 5 2 1 2 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.24849e-06 6.936056e-07 6.0700501 6.9943614 1.9567258 9.4699814 10.8407624 5.6741216 6.5826990 11.5095262 10.8263625 9.3496873 10.4479458 10.3500173 10.3755351 9.4742273 -1.7437139 9.9846154 6.6908975 8.8663718 7.1080184 6.6528751 11.9296891 10.9286950 7.7400857 10.6765852 -1.7437139 3.8412284 10.2653985 15.9165859 9.1980509 7.5714189 9.5787612 8.1631601 3.2562710 9.6624747 10.2962168 8.6432097 9.5405154 -1.7437139 6.0376304 10.4847878 10.5503159 NA 1.0636410 7.8783213 12.9568177 12.5025649 7.5961197 10.0351680 8.3803909 11.6380829 9.7973663 9.4002905 -1.7437139 NA 8.6971389 10.7927597 10.3910168 7.4136169 6.3803918 2.0636410 10.5451357 2.7156957 8.3556176 5.6399730 8.6645995 4.0376282 11.3894118 9.5508903 8.5725513 -1.7437139 -0.1587514 10.4012465 10.1423472 5.9357497 9.6187614 5.1266343 12.6814199 5.8329432 11.1339372 9.4014630 8.7857003 9.3964603 7.8050919 9.4218048 11.5248116 9.4485624 5.0636237 11.7088970 10.1396766 11.9827007 9.8901731 6.8070161 NA 9.5617614 10.6326311 10.5711361 8.1987844 3.3437347 11.1625966 10.1541075 6.4510264 9.9251546 11.9805703 8.6940218 11.8014754 10.4330661 4.5600485 NA 7.9670758 12.8140923 8.2263756 10.0466181 9.4436218 11.4757407 7.7074806 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 0.535 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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.43.0 NA NA 2 3 3 1 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5.548845e-07 6.08393454 7.93637646 5.01554663 9.56864495 10.29987128 5.67777319 7.18079533 11.06460239 10.94099330 9.01817068 10.40285325 10.71248066 10.40786437 9.40452553 NA 9.90505826 7.82089949 9.54336557 5.39513480 6.77198987 11.52180152 11.13821157 8.07388020 10.60269051 -0.08604789 1.13638828 10.05824221 15.74853755 10.45057990 7.77406092 10.36659335 8.54215046 4.63282657 9.75478681 10.33396907 8.67000928 9.83485798 NA 4.92895770 10.36178097 10.59172850 1.13638828 -0.67093383 9.32622588 12.80496977 11.32728423 7.87014275 10.22272717 8.53849975 10.97807798 9.29627270 9.37207365 NA NA 8.48765597 10.70327083 9.51887087 7.75321274 8.32622588 4.30632787 10.35971355 4.73843819 7.29483025 7.16193604 9.11040605 4.32904464 11.42262901 9.98233937 8.84671582 -1.67116354 2.65097130 10.16628010 11.19709724 7.34585495 9.48954815 5.58643450 12.37284267 3.44507777 11.76145778 9.68157541 9.12508589 10.61589287 8.36522010 9.16825015 11.26015324 9.62596266 4.65097704 11.68164164 10.17649532 12.05909190 9.73896758 7.22689189 -0.67093383 10.04843524 10.79559708 10.55395245 8.70191149 4.88363548 11.06544831 10.02978953 6.30059051 9.77354360 12.04575871 8.76575783 11.67722126 10.38906673 4.35141632 -0.67093383 7.94926645 12.37113322 8.00852667 9.91306936 10.01291822 11.14762857 7.04692863 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 -0.146 -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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.43.0 NA NA 1 1 5 2 2 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 7.282859e-07 2.774423e-07 7.2803282 8.2148393 7.4467715 9.5959827 11.3022146 6.3977739 8.1540211 11.5106260 11.0787124 8.7426028 10.5343833 10.5438963 10.6343365 9.2909600 -1.7055704 10.0100196 7.5612727 10.2163274 6.0953865 6.1893047 11.6228809 11.0338452 7.9966593 10.5808565 -0.7055704 1.1018517 9.7054677 15.3822808 8.9229319 7.6141584 10.5945530 9.4088795 1.6164048 9.7767903 10.4647245 8.6254035 10.0897145 NA 5.0087334 10.2842358 10.4827662 1.8794313 NA 8.2916662 12.6965659 11.0576988 8.1710036 10.0787123 7.4289129 11.2368177 9.1407605 9.2902537 -1.7055704 NA 8.6487358 10.4790520 10.0185740 7.8681336 8.6964328 3.7863350 10.4656633 4.9526970 7.9147062 4.7702212 8.4606496 5.0493737 11.1658142 9.7666695 10.2685425 NA 1.9949417 10.1983683 10.0787123 8.2192992 9.5154694 6.6695257 12.5116111 4.0771575 11.0817769 9.4824571 9.1090690 9.1778934 7.8394507 8.6164147 11.3721367 10.1991212 4.5233048 11.7605629 10.1261896 11.9986063 9.7181277 7.3713018 -0.7055704 9.9774811 10.5515148 10.6673515 7.8278165 6.4233580 11.1477961 9.1937981 6.6450286 9.7958260 11.5243567 8.8878777 11.4518334 10.2831711 5.1399769 -1.7055704 7.8317050 12.5810443 8.9704436 9.9686787 9.8002981 11.5327419 7.4870996 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 -0.107 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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 70.43.0 NA NA 2 3 3 1 3 3 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1.976776e-06 7.629662e-07 7.3784873 7.6045162 10.4620464 8.7436038 9.9836984 3.4037585 8.5625038 10.8595377 10.9807630 7.5869756 10.7326781 10.3344913 10.9053700 9.4432824 NA 10.4548118 8.1467183 10.2457550 6.7884182 6.5006157 11.0274322 10.0468083 7.8448539 11.5685799 5.9342688 4.7884195 7.9786630 15.9198780 9.0871385 8.3579500 10.9347020 8.5512414 2.4037585 10.0258058 10.6142899 8.6153718 10.7529737 NA 6.2225129 10.3166432 11.3579502 1.2338267 -0.7661119 8.2281823 11.6514177 11.5014934 8.4012469 9.3239413 8.4087547 11.4065689 8.3079703 8.3318610 NA NA 8.0571963 9.8328119 8.6218460 8.0949159 11.8971646 1.8188097 9.6389704 3.4817510 6.7729875 7.8074760 9.9710762 2.8187892 10.3937002 10.5318915 10.6061499 0.2338881 2.6932528 8.8318814 3.6932639 5.3835764 8.3682554 7.4384002 12.6510222 4.6810781 12.3425167 10.1041937 9.8929328 9.4298162 8.7768607 7.5330369 10.7778273 11.3685761 3.4817510 10.4994439 10.4211810 11.5344675 9.9124291 9.3682552 -0.7661119 7.6684574 10.9788225 10.4106254 7.4959238 6.6159768 11.1883887 9.7197085 7.6445348 9.4959238 10.9748745 10.3410460 11.6269512 10.1712027 3.6932639 2.6932528 6.5825575 11.3517966 8.3026074 9.0298686 10.4292012 11.4239622 5.1880250 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 0.565 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 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 16-10-2014 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.43.0 NA NA 2 3 2 3 NA NA NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 -0.413 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 16-10-2014 female 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.43.0 NA NA 1 2 1 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 1.17913e-06 4.161634e-07 9.2990587 8.2919654 5.1989616 9.0629738 9.8051157 5.1989616 9.0731240 10.9795854 11.1646377 8.3538265 10.1444325 10.7414508 10.4774325 8.7066079 -0.5424582 10.2269190 7.3309384 10.5489297 6.0424561 6.9771311 11.0327972 11.5938446 7.8540992 10.4797304 2.0424692 0.7793858 10.2583942 15.7131499 9.4847091 7.3309384 10.0781723 9.8238165 2.7794278 9.7400037 10.5780562 8.1049525 10.2044285 -0.5424582 2.4574892 10.4232786 10.7027499 2.0424692 0.4575418 7.6497872 12.1691613 11.6696867 8.6730274 9.2339274 9.2527222 11.5629118 9.4340583 8.8732362 -1.5424582 NA 8.3416647 10.3959713 8.9642978 7.8390375 8.0443340 4.7794226 9.7646951 7.6021525 7.4798619 1.0424342 9.4333424 5.4232790 10.6330439 9.6386466 9.9917972 -1.5424582 2.9810489 9.1777384 12.8488722 5.6571655 8.5059810 5.4116906 12.2990586 2.8830929 11.6698387 9.5738382 9.6198856 10.7137029 9.0452718 8.0349233 10.7998468 8.5436304 4.1854146 11.4560847 10.1917805 11.9779902 9.7172376 6.8626361 0.4575418 8.3778473 10.6828584 10.1665781 7.7475129 3.7794173 10.9107650 9.1466188 6.7428968 9.9722084 11.6239713 9.3162523 10.2202916 10.1312450 5.0403533 2.3643763 7.1049530 11.1845638 8.7184137 9.5829078 7.1854146 10.2931500 7.5686303 10.1960088 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 -0.416 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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.43.0 NA NA 2 2 5 2 1 3 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.046137e-06 5.548845e-07 7.3922676 8.3815676 4.5342858 9.3388788 10.6003759 6.2660913 6.4480304 11.3734905 10.7720088 8.8275942 10.4463205 10.1138720 9.9006089 9.6315663 -0.2729944 9.8645633 7.5661355 9.5156502 6.5471105 6.2026645 11.4851550 12.3729279 7.6338221 10.4915422 1.7269184 5.0844853 10.5751635 15.1755966 9.3434807 7.4818196 10.2016517 9.3608352 2.0488639 9.3608352 10.2910812 8.5213476 9.5082914 NA 4.8354542 10.3931557 10.5696750 1.3119099 -1.2729944 9.4909740 12.6185256 10.8696770 7.8196886 11.0918872 7.7685906 10.8400227 9.1278112 9.4368770 0.7269184 NA 8.2327432 10.5798513 10.3328742 7.4582507 5.9068401 2.8968531 10.2709302 4.1192483 4.5598222 5.1019694 8.6232641 4.2504917 11.3370338 9.8766789 9.3156464 2.1863738 4.3993557 10.2177826 11.7598384 6.4204184 9.4360156 5.9557499 12.3171679 3.9985837 11.0959837 9.1320732 9.0018923 7.8275942 8.0192532 9.2267778 11.6431845 9.2948879 4.9363835 11.2755129 9.9647393 11.9647392 9.7416497 7.5598214 -1.2729944 9.0578485 10.4218120 10.4747051 7.1019715 2.6338264 11.0482962 8.8903424 8.1405599 9.7070713 11.2781594 9.1678010 11.3712387 10.7631054 5.6755337 -1.2729944 7.7465224 12.5963328 9.0386801 9.9118071 8.7603547 11.4050917 7.3599270 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 -0.373 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 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 16-10-2014 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.43.0 NA NA 2 3 2 2 3 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 6 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 3.64143e-06 9.016873e-07 7.0683269 8.3697644 1.5902906 9.3220832 10.1399266 5.7829248 8.2505301 11.2842640 11.1202648 9.1848706 10.2762795 10.2206765 10.9298113 7.5277585 NA 10.0284772 7.4303831 10.3823724 7.0213287 5.8382080 11.4648217 11.4560126 7.7429265 10.7797404 1.5902906 0.7829117 11.7758628 15.9497348 9.7523109 7.1360714 10.1960235 8.5159399 1.7829117 9.6800136 10.3777155 9.7092205 9.8149701 0.7829117 6.8273186 10.5947004 11.3770157 1.3678742 NA 8.3846953 12.5883660 11.4458153 8.4535805 9.9472028 8.7062518 11.7038355 9.7225036 9.4330786 2.9528554 NA 8.5327938 10.6342831 9.5269172 7.7941520 8.6792570 3.2651218 10.1065421 4.7602050 8.0020932 3.5378179 8.5740871 4.1048566 11.1519764 10.3123550 9.3565717 -1.2169206 4.0308481 9.4375605 10.8736985 5.3678882 9.2039372 4.9727478 13.1717490 3.5086695 11.3678869 9.3432572 9.0694823 7.6471108 9.2545997 8.9440564 10.8982932 10.1393764 4.1048566 11.2772800 9.9881068 11.8921021 10.1238872 8.3622402 -1.2169206 8.8927550 10.7626211 9.9978506 8.3772491 1.5569444 10.8812855 9.6973096 6.4694253 9.8921021 11.5273378 9.1093540 11.1991942 10.1579638 4.1752451 -0.2170883 7.8888327 11.6563685 8.8163475 9.6762260 7.7225036 11.2346507 7.4086329 10.5540012 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 0.124 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 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 16-10-2014 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.43.0 NA NA 2 2 5 2 3 3 3 4 NA NA 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 9.2059880 7.9541213 2.0092755 8.9340753 10.0764283 5.2571917 8.6646147 11.1739185 10.8072486 7.7289939 10.1431758 10.2157890 10.5653857 8.3526707 0.6873295 10.2045121 7.7879972 10.3921030 6.3946942 6.6646151 11.1459978 11.3703294 7.8319931 10.9802833 2.1467530 4.1791846 8.6689020 16.2323747 9.4058677 7.3981408 9.7276246 9.0839396 4.4422203 10.2853873 10.7107426 8.5091087 10.2356751 -0.3125809 4.9727386 10.7981443 10.8487817 -0.3125809 NA 8.7083149 12.2545779 10.6760196 8.8659998 9.1240463 8.7708142 11.2354342 8.3383865 8.5422031 5.8370829 NA 8.4169554 9.7787702 9.1261268 8.0382737 7.9065034 2.2722920 10.1436892 3.3311893 6.8870073 5.4288023 10.0310758 5.1951310 10.4736045 10.4109958 9.7034466 0.2722621 6.4015810 9.3981413 8.9388171 7.1426616 8.2030347 5.3597601 13.1280094 4.1312767 12.2909612 9.2400040 9.6386195 8.8023784 8.9364483 8.1344181 10.4258494 9.3632918 4.8166202 10.9968112 10.6009723 12.0355097 10.0834043 7.7426173 0.6873295 8.8319931 10.9140691 9.9956739 7.2946649 3.5942261 11.4515844 9.6095476 6.7417488 9.4776834 11.1209202 9.8814760 10.1390610 10.9467839 4.0796512 -1.3125809 6.7371838 11.4801251 8.6873347 9.4621219 7.8992234 11.4214093 7.2647635 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 -0.113 -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 10.503919 12.318057 9.991116 10.316691 9.267593 10.451377 5.687335 4.594226 8.109400 6.345547 13.826446 9.239303 11.645706 8.871392 7.674485 8.334793 10.903474 6.981955 10.054203 10.645162 8.152901 8.602736 10.051732 7.603214 6.569979 11.385388 11.933333 10.152901 10.423737 1.009276 9.405868 6.811456 9.869108 11.482157 10.921553 9.692258 10.190664 7.294665 10.319876 7.862260 7.723509 10.095134 7.748030 8.272297 8.873449 8.277922 12.951338 10.586314 11.769484 7.280651 12.079384 10.979944 16.121165 11.416743 13.607641 11.220421 4.731726 12.059656 9.591217 11.017411 8.606198 8.203035 8.354446 11.248623 10.915853 11.420986 5.764150 7.742617 14.098974 11.127944 10.343760 7.609176 11.293740 5.009262 10.765486 -1.312581 13.159581 11.619610 10.507115 11.173919 10.143176 5.857259 6.981955 9.086079 9.405868 6.394694 12.464063 3.079651 13.546287 12.079250 8.559240 8.717381 10.229883 5.044888 -1.312581 9.673888 8.049278 9.473604 9.629996 11.860075 12.283758 11.628382 1.857264 9.591217 7.750730 8.971581 10.961130 9.649508 3.687329 10.446807 8.049278 8.403297 9.398141 5.179189 10.425849 10.562316 1.223361 12.610848 12.712994 10.319421 9.995674 7.949430 11.283525 11.307325 11.216951 10.474062 TCGA-CJ-5671 51 0 NA 1943 kidney stage i t1a nx m0 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 2 3 5 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.456572e-06 7.629662e-07 8.2589231 8.4062254 -1.2065619 9.2445679 10.4586927 5.4937978 7.5415497 11.2909592 10.2746516 8.0317613 10.4881499 10.3992992 10.4903243 8.5910185 -1.2065619 9.8302173 7.4972603 9.6031248 7.5549081 6.2027468 11.4857544 12.1322324 7.5974880 11.0817009 2.2527790 4.4937946 12.1245537 15.2602776 10.0137351 7.2568814 9.7720673 8.8350158 1.6006979 10.0293710 10.6923360 9.2352635 10.0764451 -1.2065619 6.2279855 10.8267798 11.2944475 0.7933549 1.6006979 9.4272602 12.5243575 10.2594333 7.8295306 10.1326501 8.6151308 11.0607287 8.8527012 8.5747165 1.1152996 NA 8.2650318 10.0305667 9.3858139 7.8459247 8.5297589 3.4372144 10.2080420 4.0787550 7.2527884 6.2279855 9.2311088 5.5348242 10.6637215 9.6798154 9.1974339 0.3782897 0.3782897 9.8452454 8.6652620 7.4728370 8.8115571 5.4798579 13.1921005 3.4383727 11.2520197 9.3941988 9.4745952 9.0507446 8.0577995 7.9856496 11.0176600 9.9469088 2.8808226 11.3827739 10.2619808 11.3686597 9.7933569 9.0341480 -1.2065619 8.5828905 10.9750215 10.4071462 6.7417245 5.5212769 11.2206696 9.1888373 7.6189199 9.5041631 11.0796257 9.0460222 10.4671076 10.3565531 5.3691244 NA 7.0879772 12.3897795 8.6683383 9.8560775 9.0648198 10.9850329 6.7933562 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 0.303 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 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 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 1 2 3 1 2 1 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 2.288899e-06 7.282859e-07 8.2619092 8.2134110 0.9279723 9.1743532 9.3088305 4.9280102 6.3874401 10.8298811 10.1979144 8.3486706 10.0555731 10.6873420 10.0920775 8.4723290 NA 9.8218157 7.5427185 9.0347896 7.0295468 6.5328702 11.1612288 12.2585520 7.4927929 10.6425174 3.8666113 0.9279723 9.1775172 15.8700954 10.5254405 7.2619097 10.0443526 9.3860733 5.4927921 9.7093684 10.7703589 8.4851531 9.7911624 NA 3.9280102 10.5414911 10.7724528 2.5129601 3.0434845 8.0434856 12.4003610 11.9324631 7.8389014 10.2049084 8.8328941 10.6324886 8.5933444 9.0277946 0.9279723 NA 8.2439128 10.7661620 8.8666079 7.4410784 8.9814819 4.9280102 10.1947951 6.3317303 5.7180848 -0.6569902 10.2049084 4.6284470 10.4211969 10.4131670 8.8248455 1.9280102 0.3430098 9.2767367 11.4443652 6.1632250 8.4010378 5.4927921 13.0038219 4.1611783 12.0836701 9.1664134 9.9850978 11.2195630 8.8976349 7.9090998 10.7651109 9.1664134 3.3430524 11.5992547 9.7407207 11.1203014 9.7148227 7.7224244 NA 7.3030483 10.9066523 10.2536888 8.4800373 3.7939271 11.1668113 8.8723594 7.0709667 9.8116701 11.7036189 8.7180855 10.5371873 9.9896048 5.7353624 -0.6569902 6.5525000 11.3612463 8.5054372 9.7608985 7.6739627 9.9147987 6.2010280 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 -0.512 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 9.980577 11.961661 12.462311 10.261909 9.556150 10.828372 6.571865 3.249931 8.387440 6.261909 12.477312 9.241164 11.512658 9.482418 7.425408 8.143946 10.954071 6.637667 10.623817 9.714823 8.156827 8.939646 9.932135 7.015472 6.826862 11.743125 11.721070 9.751376 10.111230 NA 8.581451 6.691774 9.677319 10.799914 11.552195 8.532871 9.798373 6.866608 9.962349 7.156827 8.140708 10.012817 7.207232 5.609832 8.337399 8.976041 12.620043 8.446334 12.960054 6.359075 9.380593 9.615676 15.300148 11.202193 12.891507 10.885594 1.664983 11.377501 10.413167 11.259299 8.822826 8.401038 8.595711 9.918585 11.912427 11.501340 4.769312 5.682896 13.607514 11.353574 10.368186 7.619170 8.612173 NA 10.782358 NA 12.944701 11.088641 10.462636 10.8298811 10.0555731 6.3874401 6.5229550 9.5217109 9.1790965 7.0295468 12.5698917 2.6649834 13.5534891 12.5676508 8.4358032 8.7804443 10.5494500 6.7353638 0.3430098 9.3750918 7.3819651 9.5029173 9.4877044 11.6162589 13.1301324 10.0443526 -0.6569902 9.0828266 7.6330650 8.9392357 10.5808535 9.2928728 4.2010300 10.8045255 5.2010261 8.3542732 9.2767367 4.8666064 10.7651109 10.7947724 NA 12.5005509 12.9115960 10.6587618 10.2536888 7.4463340 10.7299863 10.6496774 11.1043397 9.7947312 TCGA-CJ-5675 70 0 NA 2430 kidney stage ii t2a nx m0 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 3 3 1 1 2 1 2 3 3 3 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.560613e-06 6.242451e-07 8.2385586 8.1053999 3.3939104 8.6291216 8.1909180 4.2419012 5.6059565 10.5245616 10.5156114 9.1227328 10.0719771 10.7328644 10.0329444 9.6399332 NA 9.5591472 7.3071935 8.8134442 7.3727110 6.3071935 10.8340824 11.9436258 7.7467582 10.6809127 0.8089204 1.8089616 10.0620811 16.2123077 10.5754716 7.5286737 10.3075926 9.4764092 4.0416022 9.6525498 10.3372015 8.6059558 10.0218039 NA 5.3449953 10.7140288 10.9454213 1.0719686 NA 8.4118270 12.3688934 11.7885108 7.6891384 9.7019409 10.3418830 10.5303838 8.0222901 8.7420433 -1.5129253 -1.5129253 8.4771187 10.9950570 6.9464466 7.4088553 8.2352077 4.8320191 9.7584777 0.8089204 7.7677852 0.4869717 10.3692756 4.7907929 10.6650570 10.9224245 8.0300463 NA NA 8.8868266 10.6233650 2.6569311 8.3999038 3.9788637 12.2586073 0.6792436 12.0295629 9.0757294 9.2518862 9.6207990 7.7182356 8.4353819 10.9748547 7.4265935 1.4870232 11.3778489 10.1576709 11.5814223 9.7695240 6.0644431 -1.5129253 7.6342193 10.9445905 9.8207291 8.4870148 1.0719686 11.2358365 9.3066908 6.1452271 9.9520708 11.1941580 9.6297599 9.0502108 10.0086150 3.9132820 3.6569425 6.6111355 10.3372015 8.0492572 9.2115284 6.2683745 9.3206954 7.6367616 10.1340234 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 -0.541 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 9.255199 11.946446 11.760082 10.077134 8.371185 11.112039 2.187451 4.844566 7.299930 6.946447 11.247319 8.830667 10.741453 6.605903 7.742043 8.681771 10.109067 5.666924 9.795922 8.863140 7.892156 8.841297 9.946574 8.550410 7.116371 11.175702 11.452077 9.8357428 10.8924221 NA 9.1254507 7.0530690 10.7631391 11.2125940 11.2166354 7.1805020 9.7683651 7.7862226 9.6033585 7.0261737 7.7467582 9.9853652 7.8179315 4.8445664 7.7631393 9.3214858 13.1239791 8.7049722 12.6187109 6.4859999 11.5286738 10.0463917 14.8371923 11.3069941 13.6458216 10.5658326 -0.5129253 11.5050409 8.2716493 11.3328967 9.0425625 8.3999038 8.9454213 10.8519700 12.0340297 11.4319079 1.4870232 5.3325039 13.9730285 12.5353313 10.0276271 7.4058775 10.3573794 -1.5129253 11.1044821 -1.5129253 13.3853799 11.7295785 10.9910888 10.5245616 10.0719771 5.8707198 6.6669241 9.2225706 9.3442182 7.3727110 12.1217044 1.0719686 13.4115024 12.5360123 7.9361632 8.4858873 10.8229632 5.8707198 NA 8.6989029 6.9627480 9.2585041 8.7266133 12.2152541 12.8187014 9.1035635 0.8089204 9.8229632 8.5490607 9.0672733 10.0164452 9.4221798 4.2683745 10.6449931 8.9392560 7.7491098 8.8868266 4.3449989 10.9748547 11.6161367 NA 12.6752171 12.8829504 10.5591472 9.8207291 8.5176820 11.0394436 10.1558996 11.7547202 10.5360872 TCGA-CJ-5676 47 0 NA 2575 kidney stage iii t3b nx m0 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 90.39.0 NA NA 2 3 1 2 3 3 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 7 0 0 0 0 0 1.421892e-06 6.936056e-07 7.6151198 7.8724514 -0.7858752 8.6716210 10.1965209 4.7992013 7.1567546 10.5271232 9.8742361 7.0534437 10.4406524 10.9873794 10.4845355 9.2449073 NA 10.2558994 7.8508650 9.8132232 7.6736716 6.2586339 10.9943698 12.0934405 7.2310483 10.7986532 NA 2.2142492 10.1181221 15.5579118 10.9674570 7.4089971 11.4249116 8.8010801 3.5361648 10.3822855 10.3505906 8.4309860 9.7533990 NA 2.2142492 11.0892216 10.7812456 1.7992117 NA 9.7563048 11.9902619 10.0644271 8.3460970 9.3588984 9.0199840 11.0215951 8.1060237 8.4089971 3.0215863 NA 7.9724635 9.8261871 8.2449075 7.8724514 8.0628632 2.3841604 9.6644204 4.8866672 6.1915192 3.7378057 10.4406524 4.7060940 10.0573761 10.7417172 8.3149027 1.5361524 0.7991702 8.5065619 4.8866672 9.2613641 8.2421461 4.3017047 12.8578710 1.3319345 11.8921800 9.2586343 9.9336290 8.5384206 8.7475700 7.3227646 10.8884325 9.1181222 2.5361773 11.4615744 10.6231007 11.7247572 9.8113617 8.5451572 NA 8.8215706 10.8918498 9.6310377 8.0753273 6.2691978 11.1857838 6.8728091 6.2910565 9.7524292 10.7060933 9.5225792 10.8800203 10.2296553 4.6065547 0.7991702 5.1684375 11.2997127 7.8580967 8.8937205 10.0691086 10.1486683 7.4236933 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 -0.335 -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 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 16-10-2014 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 3 3 3 1 3 1 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.872735e-06 5.895648e-07 6.0877959 7.1114477 4.8968531 8.6944544 9.0081373 4.6924942 5.6767272 10.3288048 9.6866029 9.1745580 10.5193203 10.9887134 10.3519485 8.8985542 NA 10.0230227 7.9891123 9.0531040 5.2982147 5.9502934 10.9112429 12.1101645 7.9923005 10.7850228 1.4908781 5.7080934 8.3135919 16.5049605 10.2383832 7.8659009 9.6866029 9.5972937 2.3388522 9.9657843 10.6632891 8.8676383 9.6697753 NA 1.4908781 11.0249699 10.9758858 0.7538612 0.1688987 8.7254395 12.0416084 10.2309797 7.7651230 9.2616906 7.7799583 11.4569344 8.8271448 8.6647886 1.1689629 -0.8311013 8.7216027 9.9346340 8.4025534 7.1632874 8.0546298 1.9762903 9.8316019 1.9762903 6.8968543 6.4263218 10.3874967 5.3186820 10.4618303 11.0120694 8.9120849 NA 2.7539040 9.1026240 10.4322027 6.3186802 8.3783868 4.3388594 14.2287004 4.6161812 12.4939578 9.7873190 9.9738711 7.2930550 8.8360450 7.5043240 10.7941857 8.7119653 2.9762903 11.1696377 9.9428968 11.2520804 11.4424377 7.7273542 NA 8.7651233 11.2349588 9.9036431 7.1462133 6.9019493 11.1752595 7.7479097 7.5220801 10.1397584 10.9710459 10.3078452 10.2800692 10.1647007 3.6283653 NA 5.6283653 11.6019972 8.0546298 8.9288215 7.9954823 10.1018864 6.9238207 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 0.000 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 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 16-10-2014 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 90.39.0 NA NA 3 3 1 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 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 1.21381e-06 3.468028e-07 8.98385580 8.41526262 2.97786604 8.73452470 8.17425410 3.24089434 6.69301853 9.80821384 10.15178400 7.03096833 9.69758810 10.85764453 9.84328104 7.90701683 0.07093882 10.15842931 6.92271521 10.02516282 8.57677796 6.45467108 10.53091036 11.18144984 7.15311523 10.24452498 NA 2.24089434 8.84245595 14.91630955 10.61061001 7.47184589 9.69576194 9.82083601 2.07097316 9.62363553 10.22198302 8.30458633 9.84410565 NA 0.65590132 10.65592904 11.19767100 4.15842590 -0.92906118 7.84904348 11.74515879 11.85682762 8.38157929 8.90068933 8.85560139 10.07378155 8.24589207 8.62363572 NA -0.92906118 8.26818312 10.06248833 7.33775301 6.90385655 9.20923841 3.07097316 8.68935193 4.39289439 7.10438908 0.65590132 11.04824647 3.59452466 10.06248833 9.80990315 7.73985148 NA 2.53039541 8.52423728 10.03241621 6.36558756 8.12895837 3.46328241 11.56856890 1.65351867 12.93911386 9.19767106 9.73274456 9.45359063 8.79548027 7.34242941 10.48881905 7.96578428 2.39289439 11.42438908 9.89751499 12.00170385 10.20539288 6.72917750 NA 7.05965163 10.71273832 8.87671032 7.74339177 5.87780559 10.67320147 6.28119934 6.43728934 9.94517942 10.40300307 10.28771238 9.30698080 9.80990315 2.53039541 3.65592421 5.11536207 10.14577704 7.75044639 8.75396114 7.52217740 9.43510120 7.05396063 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 -0.566 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 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 16-10-2014 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 3 3 2 3 3 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.358259e-06 6.589254e-07 5.8800022 6.6647346 7.3250796 9.3211391 8.5482208 2.6812244 6.6564191 10.1599007 9.6995497 6.8511481 10.0960043 10.7873695 10.3217967 7.7802123 NA 9.3613427 7.6311821 8.7216372 8.1196368 4.5437186 10.7916471 9.1962060 7.3459126 11.1471901 2.5437186 3.8656516 8.4601962 16.0433412 9.7066143 7.9428904 11.4342878 9.1962060 4.3917196 9.5549468 9.9691453 9.3420293 9.5727305 NA 7.1990716 10.7091291 12.2905697 0.8067777 0.2218152 9.5459720 12.1983556 10.2351141 7.7954384 9.8566025 9.0766598 10.8151826 8.1584294 9.4324628 6.3816623 NA 8.3816628 9.7236285 6.8656479 7.8656479 10.9816796 0.8067777 9.7916471 4.0797706 3.7453557 2.6812244 10.3019428 3.2217843 10.4433785 10.4932544 7.1933351 NA 3.9766752 7.9117892 11.6796853 6.4214640 7.8328160 2.5437186 14.1308876 3.4923147 12.0917708 9.7859409 9.2231995 11.3584622 7.3250796 8.6480562 10.7010664 10.5408990 2.0291348 11.8470436 10.2330186 11.4272793 10.9334584 8.8456729 NA 8.0983085 10.8487461 9.6248035 6.9222312 5.0291481 10.9126624 7.2661859 7.6522441 9.5255721 9.8915623 9.8556948 10.9424632 10.0867514 3.0291525 NA 6.0162066 10.8951005 7.7176463 8.9766790 7.0419701 9.0562624 7.3766099 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 0.150 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 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 16-10-2014 female 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 3 3 1 3 1 1 1 2 NA NA 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1.21381e-06 4.855239e-07 5.69925178 6.66990975 0.06502077 9.23079143 9.16483303 3.52447746 6.45736446 10.96943077 10.77470529 9.46379061 10.41193007 11.11874665 10.27815125 8.44442523 -1.51994173 10.00756148 7.93335487 8.98787905 4.33806780 6.44008679 11.21712055 11.02770208 7.60936788 10.72143914 1.06502077 1.80202774 8.74569953 16.48374516 8.56754735 7.32870724 9.48851320 9.13292945 5.54617216 9.91991537 10.93258320 8.38997759 10.10989646 -1.51994173 1.28741319 11.18442046 10.90870642 -1.51994173 NA 6.62474283 12.80960058 12.89410903 7.83763676 10.15912470 8.15074092 11.75548157 9.28098438 8.65625752 NA NA 8.65501008 11.51797458 8.33027155 7.86378857 9.29065617 3.23497642 10.49166123 2.72800756 7.85729493 4.00364721 9.87401124 3.72800756 11.53384072 10.72504291 7.41672238 NA 1.48010999 9.28663423 10.72741866 7.81100149 8.70529197 5.66990833 12.96968163 3.69188028 12.13427299 8.57679949 9.92665092 9.99430549 6.72801164 7.65999375 11.44821126 10.19904545 2.56754545 11.26246851 10.14719602 11.24101231 10.19347103 5.98788019 -0.51994173 9.70167155 11.06822756 11.01535992 8.50106449 2.06505525 11.81365920 9.57085850 6.21479508 9.94819944 11.43682364 9.19604658 10.38283647 10.07207431 4.66535866 NA 7.11670888 11.28683547 8.45449918 9.24744147 7.04613851 10.36578088 6.78386520 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 0.000 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 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 16-10-2014 female 2003 552 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 2 1 4 3 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.774423e-07 5.2470654 5.8192032 5.0993120 10.2960943 7.5301738 5.8277657 5.8447397 11.3644438 10.1368315 10.7369307 10.2790254 11.3726956 8.0743443 6.2723760 1.4269088 10.4668333 7.0379104 8.5354107 7.0707424 4.7667383 11.2999456 10.6451466 8.5574568 10.5341457 5.2470654 9.1264585 6.4658047 15.5866096 10.4141501 7.3926703 9.9167340 9.8562928 7.7910209 8.8760346 11.0415959 9.0258690 9.9021128 1.0118534 1.8863160 10.6679755 10.3624195 NA NA 11.9196155 12.9950203 12.6854521 8.1411318 11.0948846 7.7844379 11.3544789 9.8888770 10.0235417 0.4268551 2.1273361 8.9602157 10.6014997 6.8234908 7.8383972 5.7397698 3.9504498 10.9152284 3.0118534 NA -1.5730376 9.8858053 6.8234908 11.7671535 10.7038828 6.9425861 NA 3.2848694 9.5116945 7.8062641 6.3277520 9.3876120 3.7122876 11.0328285 3.6607005 11.8120744 10.9773924 9.2840896 11.5619540 3.0707500 9.7706271 11.5184867 8.8373375 1.2342560 10.5747269 10.4080966 11.0893319 11.5713850 3.4712785 -1.5730376 10.9462766 11.5225930 9.8682741 7.7329475 4.1817705 11.8476358 10.6404430 9.1437056 10.2020848 10.9553402 9.3561445 7.2438699 9.8924525 2.1273361 NA 7.7488141 11.4005835 9.4949925 10.5902213 5.2972501 9.5542356 7.6191789 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.322 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 1883 kidney stage iv t3a nx m1 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 3 3 5 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.838055e-06 5.548845e-07 6.6056188 5.9275457 NA 8.7945835 9.5394374 6.2619651 6.6134374 10.5703989 9.9236209 8.2444480 10.0974716 10.8061441 9.7676814 9.1814045 NA 10.1196035 7.6670193 8.6212153 6.6670193 5.3488414 11.2135920 10.4318907 7.6670193 10.5557623 2.4039766 4.7259102 11.4296779 15.2299173 11.0307888 7.6404771 8.9539619 8.0988648 2.6670292 9.9934485 10.0038975 8.1044242 9.4385085 NA 8.3628275 10.9117793 10.7004421 3.1695242 NA 8.8065706 12.0126091 10.9635529 7.5618370 9.5588028 8.4062369 10.7451698 8.3766772 8.9384822 NA NA 8.0186943 10.2158409 9.8444385 7.3156758 6.8436083 3.4039903 9.6433445 4.0362571 7.4786612 7.1264505 9.4829360 3.8369441 10.7127787 11.0579046 8.1454518 NA NA 9.8057174 6.4483790 7.2267147 8.6801091 6.1044247 12.2605658 -0.8614476 11.8695510 9.4570960 9.3697690 7.2768130 8.1561979 8.5799084 10.9578059 9.3240396 4.2113393 10.9825461 10.1827189 11.4882616 10.5643604 7.2669317 NA 8.8813382 11.1460549 9.8252080 7.1957984 4.4039834 10.4521990 8.2909736 5.9022352 9.9014373 11.6540462 9.4107316 12.1988879 9.9086050 5.0362528 NA 6.7544814 12.7134610 8.0678984 8.9949460 9.0098345 10.6007097 7.5208481 10.5460917 -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 0.423 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 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 16-10-2014 male 2004 1889 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 1 1 1 2 1 1 2 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.595293e-06 6.936056e-07 6.0214597 6.8844404 5.9418434 8.8777709 10.0637991 5.2116820 6.7966458 10.5729558 10.3707230 8.7315502 10.2906342 10.7396657 10.4658499 9.1365652 NA 10.0202495 7.0117450 9.6933160 7.2780256 6.2617226 11.0824827 10.4702904 7.6031916 10.6547941 -0.1977654 6.6477822 8.5638430 16.3304636 9.4407278 7.8191004 10.0934626 9.3626246 5.9520400 9.6056158 10.6940755 7.9797116 9.7374569 -1.1976000 4.6096486 10.6351818 11.1309668 4.3568833 4.8683806 8.5918256 12.3056207 12.0491808 8.1037882 9.8001769 8.1554386 10.7877780 8.1510201 9.0226702 0.3872522 -0.1977654 8.5869268 10.6324108 8.6192754 7.8897546 8.7389299 3.3648385 10.2185615 5.9418434 7.7151809 2.8022966 9.8904175 5.4605034 10.6745819 10.4935992 8.2159198 0.3872522 5.1773318 9.3051237 11.8602836 6.1242206 8.7001373 5.5571803 13.0538482 5.2880410 12.2997695 9.8218825 8.7579416 10.8096696 7.7709585 8.1576430 11.0792886 11.1230924 4.4170018 11.5760492 10.1465878 11.8732513 10.1983614 7.4206769 -1.1976000 8.6602730 10.9917643 10.0001228 7.6910351 1.1241958 11.1743407 8.5078034 6.4316480 10.0655610 11.1824823 9.5216807 10.5403841 10.1767880 4.9921158 NA 6.4533431 11.3816078 8.2369202 9.6955934 9.6176752 10.2211986 7.0456559 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 0.615 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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 1 1 5 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 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 1.075089e-06 4.855239e-07 7.5557755 7.5086758 5.5588615 9.0471482 10.0797405 5.5953873 5.9364236 10.6210808 10.4172677 9.0526316 10.1350633 10.7940781 10.0238873 8.9796676 NA 9.7478414 7.3714918 9.2706390 6.4433845 5.9552826 10.9325633 10.7488551 7.8022391 10.6866959 1.2734562 1.0104218 9.1933159 16.1494487 10.6032557 7.4164175 10.1350633 9.5665479 1.6884937 9.6383237 10.4587478 7.9785160 9.5213869 -1.3115063 4.7970234 10.6107096 10.6499465 6.5086758 NA 7.8758489 12.3695156 12.0327928 7.8634225 9.4723137 8.0104252 10.4804737 8.3609221 9.0925740 -1.3115063 NA 8.3013654 10.8299654 9.1489527 7.6397813 8.7799324 3.5701593 9.8844842 5.5953873 8.6162750 1.6884937 9.5205957 4.1803468 10.6437835 10.0487953 8.4010237 -1.3115063 -0.3115063 9.4308063 13.1998172 5.4958518 8.8344290 5.1962923 12.2461999 3.8475560 11.7599592 9.5703756 9.4723137 9.1095097 8.2772116 8.2140179 10.7636417 9.4358507 2.8584187 11.6326599 9.9316708 12.2206093 9.5078777 6.3749977 NA 8.2958272 10.7869304 10.0070397 8.2218268 5.6422279 10.8810979 8.8203539 6.0808133 10.0792033 11.7988170 9.3906696 11.2953647 10.0143645 3.7328878 -0.3115063 6.3538332 11.4859558 8.2469177 9.4450531 8.4616362 10.2149961 6.8979507 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 0.248 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 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 16-10-2014 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA 2 2 5 2 3 2 2 3 4 3 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1.595293e-06 5.895648e-07 7.3701547 8.6179416 9.1923458 9.4304398 9.5604561 4.8658693 6.8506019 10.7931168 10.6128606 9.1121971 9.9724114 10.9317315 10.6235660 8.8894045 NA 9.9582367 7.5368044 9.7138659 4.8195762 5.6447417 11.1003461 11.7674346 8.4482981 10.2319114 -1.7041594 8.9999169 8.8156497 16.4205689 10.3138657 7.3512962 10.7209670 8.8047986 3.1539998 9.3328739 10.4048645 8.7106987 9.6486087 -1.7041594 5.6269297 10.5436443 10.0307230 1.4659222 -1.7041594 7.2443810 12.7431612 12.2093703 8.0290288 10.2814996 8.3225371 11.3691508 9.6942226 9.5048573 NA NA 8.3156043 11.1669560 8.5825711 7.6840304 8.6883307 4.0773712 10.3556959 3.2502037 7.4533604 2.6883370 9.0213798 4.4858390 11.1792294 10.1407191 8.7838534 -0.7039244 1.7554431 9.6134259 10.1205745 5.2960132 9.1281122 5.5814145 12.7690849 1.5256179 11.1938588 9.2672839 8.8912709 7.7348051 5.1539958 8.1049777 11.0469297 9.6639741 1.8809597 11.3970042 9.5254331 11.6117290 9.8510817 6.1847564 NA 8.2414574 10.7427452 10.3047921 8.4006122 1.6179567 11.0154022 9.3822559 6.4759231 10.3458619 12.2664788 9.2014003 11.2131990 10.0315694 3.7222802 2.5439412 7.4584050 11.2682752 8.8592096 9.4703150 7.5224254 10.5021120 7.1446368 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 -0.369 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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 90.39.0 NA NA 1 3 2 3 1 1 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 7.4776150 7.1573752 6.5975044 9.1969035 9.9000243 5.6820367 5.2152554 10.7951440 10.0415903 9.4181227 10.3093782 10.4247095 10.1731081 7.9850751 -1.2604975 10.3375752 7.0341431 8.7701898 7.9243980 7.2747984 10.9231580 11.3060524 7.5628896 10.4316891 1.7395025 1.7395025 11.7203762 15.3214734 9.2815872 7.3468532 9.7437432 7.2747984 4.1657914 9.5573057 10.4425610 9.3366440 9.5620934 NA 5.6820367 10.5901002 11.5694435 3.1989498 NA 9.7591134 12.2367508 10.7622372 7.6761609 10.6091165 8.7125026 10.6878899 8.2050890 9.1647385 -0.2604975 NA 8.2689532 10.5561063 9.2767411 7.8269857 7.6434046 3.0614479 10.1129315 2.6464161 6.6037094 5.1657874 9.9904132 4.7839176 10.9305818 9.7430406 8.4416955 NA -0.2604975 9.5803006 12.5437545 6.3833794 8.9156957 5.6937183 12.7094487 4.5688651 11.8057800 9.0726780 9.1264629 10.0004422 7.1699751 8.2650435 11.6647062 9.7053068 3.9094467 11.2645540 9.8899045 11.2660219 9.8899045 7.2979434 NA 8.8816298 10.7918360 10.1366624 7.4809897 4.7834776 11.0413046 8.9303967 6.6403896 9.8513104 11.2142426 9.1552645 11.1099376 10.2004904 5.1489138 -0.2604975 7.1318405 12.1927933 8.4137151 9.4181227 8.0793728 10.8119903 6.8056123 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 0.336 -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 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 0 NA 1855 kidney stage i t1a nx m0 16-10-2014 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA 3 3 2 3 3 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 2.011456e-06 6.242451e-07 8.8057884 6.8211426 NA 9.3768308 8.0786840 3.5590512 6.4659386 10.4764199 10.7065708 8.9481415 9.9319129 10.9451797 10.0123184 7.6034416 NA 9.6358634 7.5897148 9.1626740 7.3887707 4.4170288 10.5295132 10.9146742 7.6753918 10.3536383 2.0184917 4.2869698 8.4538657 14.7909815 10.3080791 7.2136836 11.3674087 8.4674405 2.1440137 9.4897852 10.4708143 10.6494911 9.5800277 -1.4410467 NA 10.5320276 11.0683280 -1.4410467 0.1440464 7.5132444 12.5679141 9.2464235 7.7289728 10.3712252 10.2724343 10.6109364 8.7685013 9.3131003 1.5590512 NA 8.6557629 10.7776111 8.0884782 7.5477328 10.6007069 3.2594834 9.6048075 0.8809597 7.2490461 7.4719369 9.7824462 4.9340871 10.8319691 10.0914038 9.6465106 -1.4410467 4.5814175 8.9088819 8.7745809 5.0826089 8.1938590 3.6883259 12.0833446 2.3010608 11.8272974 9.6643015 9.8490666 9.0767173 7.7138662 7.1992925 10.8267124 9.7599464 1.1439811 11.9778228 10.0786840 11.6039542 10.1797259 9.2208259 NA 7.4324918 11.0094523 10.0568997 7.2869680 3.0826174 10.9739972 8.8114177 7.3760316 10.4934758 11.4066924 9.8205551 9.7049800 10.7818427 2.9513640 NA 6.6570797 11.1076289 8.7525733 9.4771657 5.4538665 9.7017930 6.5420413 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 0.000 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 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 16-10-2014 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA 3 3 4 3 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 1.387211e-06 4.508437e-07 8.211315 7.487833 9.275347 9.475666 9.225916 5.283959 6.301033 11.141349 11.033750 7.426918 9.718986 10.393480 10.836355 8.535499 NA 8.898670 8.197705 10.125861 5.446233 5.633109 11.417897 11.000167 8.705424 9.933856 -1.108425 NA 9.206792 15.131801 11.264508 7.963105 11.933815 7.510028 3.283966 9.353122 10.245341 8.955038 9.114438 NA 3.845841 10.560971 10.839645 NA NA 8.967122 12.905314 10.280198 7.279660 10.044561 9.215823 10.689710 9.572002 8.937402 5.158430 1.476589 8.361285 10.946586 9.233717 7.673002 6.334586 4.249195 10.285033 7.257965 5.549854 3.891643 7.902870 4.891643 11.083011 9.515524 8.569362 NA 6.351075 10.120461 12.493298 5.605888 9.308440 4.979106 12.054821 3.016799 10.559198 10.593382 9.206792 8.041390 8.677912 8.231493 11.373947 10.161354 2.351063 11.623386 9.520088 12.098047 10.409804 6.571123 NA 8.855984 10.299941 9.886703 8.497123 7.639668 10.562299 8.845839 6.000167 10.498511 10.892699 8.902870 10.423512 9.893755 3.845841 -1.108425 7.240371 11.393480 8.936037 10.505432 9.420097 10.625506 8.033750 9.394475 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 0.129 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 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 16-10-2014 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA 3 3 3 2 3 3 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 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6.8042472 7.1875758 9.2263240 5.4398824 11.1228259 9.6305929 9.1730762 0.3738431 2.5437186 9.3667329 10.4774102 5.5235431 9.0004161 4.8815912 12.2946126 2.0530070 11.6811377 9.4731424 10.0090592 7.9129534 8.7863644 8.0897566 11.3263538 10.0581049 2.4612666 11.2499277 9.8646454 11.5970421 10.0876106 8.5324042 -1.6263796 8.3892097 10.7380222 10.4321246 8.3808216 4.9737077 10.8362968 8.8730623 6.4933063 10.3049014 11.3813475 9.0140394 10.1967637 10.7658436 4.7111480 1.1811662 7.0742346 11.2518454 8.9002938 9.5759183 7.4718264 11.0462198 7.1682108 10.1034153 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 -0.500 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 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 16-10-2014 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA 2 2 4 3 3 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 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8.608893 NA 5.307724 9.809011 11.432485 7.688876 8.850866 5.208189 12.711121 3.228064 12.002339 9.245427 9.384641 8.867274 9.160484 7.890394 11.524770 9.802932 4.208189 11.459791 9.860265 11.757442 10.015543 7.646047 NA 9.074269 10.825344 9.947177 7.987941 7.860148 10.837545 8.159152 7.459150 9.886950 10.882921 9.292183 11.229196 10.530852 5.251689 NA 6.361663 12.264466 8.662256 9.753980 9.326494 10.783920 6.897259 10.509358 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 -0.277 -0.277 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 2548 kidney stage ii t2 nx m0 16-10-2014 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 105.43.0 NA NA 3 1 6 2 2 2 2 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.28317e-06 4.161634e-07 6.4296494 7.6855478 6.7401423 10.0157980 9.6421779 4.5215722 6.2261154 10.4943214 11.1964400 9.1417240 9.9955032 10.8886497 9.7453950 8.8309781 -1.8180706 9.7406210 7.9349387 10.1028191 6.7363113 5.8470573 11.2804121 10.0201381 7.8019418 10.1050607 0.7667224 1.1817387 10.3412781 16.3839798 11.0803234 6.7553697 11.1428099 8.9164316 5.6163489 9.4757683 10.4920509 7.8488339 9.4717408 0.1816751 5.2585378 10.3000143 10.5318325 3.6411529 NA 7.5611008 12.7802399 11.7163897 7.7760467 9.5863315 9.4555177 11.6044439 9.6225913 9.4974377 NA NA 8.2572011 11.3544621 8.9507335 8.1095000 10.3270173 2.9967864 10.3513339 4.4671229 7.1732444 -0.8183249 9.0658927 3.5740409 10.9064491 10.0225000 8.3071357 NA NA 9.3881260 13.7502126 5.1124583 8.8976839 5.2902474 12.4606796 2.7399993 11.2154891 9.5793967 8.8673470 12.0066808 8.2424182 7.9130414 10.1435335 6.9532117 2.7666800 12.1466946 9.8528208 11.4523094 9.8778202 6.4008914 -1.8180706 7.7363106 10.7543654 10.0046911 9.5911129 3.7052813 10.8323251 8.5653938 4.9231872 10.1806651 11.6107364 8.9761379 11.3558675 9.2464649 2.5441886 -1.8180706 7.1789018 11.8706280 8.6745768 9.9382784 7.5103971 9.5847341 6.7480425 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 -0.453 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 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 16-10-2014 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA 3 3 4 3 3 3 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 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 2.150177e-06 6.936056e-07 6.4557990 7.3215710 2.7068620 8.7896015 10.0600079 4.5142170 7.0604982 10.4038286 9.7457800 7.6790430 10.2847095 10.4423231 10.8947629 8.1331258 NA 10.1058423 7.0447307 9.3042929 8.0526360 7.5481630 10.3610993 11.2964082 7.3949171 10.6919598 1.5369481 1.7068620 10.3875137 15.9301254 8.1789880 7.3182961 10.0809345 7.4317542 4.0604971 9.9173971 10.1603603 8.7548938 9.9222593 NA 4.5593021 10.7741460 11.1619599 5.5813302 NA 8.9260297 11.7919646 11.2916148 7.6217442 9.4018960 8.9705215 11.4245375 9.1105833 8.2750285 -1.4631513 -1.4631513 8.4513212 9.9778052 10.9547885 8.1010854 6.3182951 0.5369481 9.8616792 0.8588563 6.8223388 7.0838303 10.2181745 4.0604971 10.5823545 10.2067070 8.4287199 NA 10.3622923 9.0867206 7.2199303 6.1067922 8.4983857 4.2648592 13.3811024 2.8186256 12.1625307 8.8566082 9.0982240 10.5077610 9.1644700 7.5397513 11.0501702 10.6523049 4.1807923 11.1825945 10.1897811 11.5009159 10.1676582 8.5127839 NA 10.9650345 10.7792885 9.7972676 7.6866833 0.8588563 10.9886623 7.3018080 6.5481638 10.0277869 10.4911324 10.2128931 10.8289700 10.6250618 5.7753403 2.2373802 5.8588638 11.9303265 8.1807923 8.7907834 7.4940379 10.8162564 7.2199303 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 -0.214 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 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 16-10-2014 female 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA 3 3 3 1 2 2 3 2 NA NA 0 0 0 0 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 2.046137e-06 1.109769e-06 5.8540380 7.9736589 8.0299442 9.5230236 9.5356881 5.6203665 6.4344998 11.0833971 11.5490222 9.5938671 10.0265835 11.1591847 11.0614869 7.9199270 -1.8873666 9.6218524 7.3840351 9.8873592 6.4344998 5.6044242 11.2602541 11.4772540 8.3886967 9.9210176 4.1569628 0.4344548 12.2577083 15.9238215 10.4723217 7.3122449 10.7687736 9.4739677 1.8130321 9.3195866 9.9430874 8.9191219 9.3060975 -0.8873666 5.5219647 10.4437691 11.0848341 -0.3024041 NA 7.6652414 12.9477838 11.0538033 7.3509772 10.1352868 9.3085595 11.8891081 10.3085595 9.6193756 0.9199121 NA 8.4734192 11.4745160 9.4025911 6.9674407 6.6862190 4.0898540 10.1153872 0.9199121 8.1040939 4.9199264 8.6094259 3.0667609 11.5022035 10.0179592 8.5081065 -1.8873666 0.1126334 9.6757685 8.6918883 4.4345015 9.5806871 5.0433095 13.3361215 2.0870894 10.8597162 9.5893184 9.1752930 9.1610591 7.9053623 8.0433095 11.5879257 10.7261315 3.1569628 11.1167927 9.5091770 11.8323888 9.6994120 6.5005902 -1.8873666 9.0104176 10.4919019 10.0700371 8.4060438 3.9454579 10.2063199 9.4440154 6.4568686 10.1661588 11.8256365 9.1773149 10.8755770 9.9701644 4.9705546 NA 7.7528168 11.9401134 8.7263616 9.7716761 8.8016967 10.9283557 7.2469990 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 -0.419 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 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 16-10-2014 male 2003 2799 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 1 1 1 1 2 1 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.774423e-07 6.7246435 7.6491915 7.2309225 9.5797700 9.8609980 4.9057552 4.2113861 10.9486760 10.6033878 9.9158522 10.1235098 10.9457228 10.0149854 8.3885757 -1.5700360 9.8909906 7.2597461 8.6086877 4.9691827 4.6394753 11.8530075 10.4422983 7.8351643 10.5935059 NA 5.8562886 9.4008479 16.4415450 10.6871161 7.6779507 11.2715873 9.0926913 3.5999485 9.6130380 10.5698940 7.7542034 9.8620428 -1.5700360 2.6779592 10.3210471 10.5031603 0.7519778 -1.5700360 9.5605935 13.0807381 11.8224745 7.0882349 9.5280549 5.6968090 10.9848516 9.0196741 9.6642416 -0.5700360 -1.5700360 8.7131112 11.5764325 8.3399159 7.2786455 10.1613419 3.9218743 10.5437651 6.8309018 6.8050628 0.7519778 9.1689596 3.0149801 11.2686360 10.0993510 8.0243474 -1.5700360 7.0373537 9.5260792 12.0523036 6.0224810 9.4257901 4.3369118 12.8469524 1.5999366 11.7478594 9.1672704 9.1086230 9.5267381 8.0224799 8.7451724 11.3212370 10.0589240 1.8894735 11.7716807 9.9604292 11.4732211 9.5631652 6.2309235 NA 8.8050622 10.8798628 10.0652875 8.1356554 4.0149890 10.9464616 9.2201921 6.1714891 9.9223769 11.2381827 8.9807697 10.7578562 10.1033320 3.5894879 NA 7.5489637 11.6099320 7.9807697 10.1890788 8.4565462 11.1011216 7.0882349 9.5936725 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 0.507 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 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 16-10-2014 female 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 90.39.0 NA NA 1 1 1 2 1 2 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 6.589254e-07 2.42762e-07 5.5904134 7.9629035 2.7552294 9.5537690 10.0914259 4.8349488 6.7178573 10.9986141 11.2324299 9.0722251 10.3094636 10.6497658 10.9221855 9.6582838 NA 9.8551690 7.4732114 9.3977677 4.9822909 5.5904134 11.7082295 10.4075797 8.0836947 10.5862141 1.2957818 -0.1191969 12.1699088 16.1777961 10.4013732 7.5531800 10.7051829 10.0573432 4.5625783 9.5537690 10.4417242 8.0966920 9.6778755 -1.7041594 5.5719164 10.3719395 10.4578686 3.9396497 -1.7041594 7.4806674 13.3113813 12.9503162 7.7956377 9.9553420 7.6902550 11.9479648 10.5098075 9.5508206 NA NA 8.5137497 11.6803060 9.9278784 7.7304205 7.4707174 3.9962351 10.3285265 4.9105024 8.2773595 4.1537729 8.5649188 3.6533467 11.7404187 9.7886466 8.4769442 -1.7041594 0.8807247 10.0853256 11.7653067 8.9988304 9.7283340 5.5625783 12.7000022 2.9268913 11.3837520 9.4218511 9.0305016 9.9210443 9.0664560 9.9003452 11.3323091 10.6757119 4.3401848 11.5413447 9.9183014 11.8895332 8.8407565 5.8035861 NA 9.7428753 10.6148092 10.5167749 8.9664483 2.9338747 10.7605930 10.1222691 5.2265278 10.1059619 12.4286933 8.7896474 11.9654522 9.8296084 4.8775970 NA 8.3726074 12.0587968 8.7996177 10.1416741 8.2116713 11.0156086 7.5319498 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 0.565 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 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 16-10-2014 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 3 3 3 1 2 1 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 6.28286603 8.00854571 2.82344367 9.35295754 9.93295378 4.78867005 6.08216821 11.05408358 10.74456654 10.86391948 10.26795603 10.82209166 10.44304268 8.83306275 NA 9.88438729 7.23524742 8.47003571 6.50257884 6.29530242 11.19453649 12.10597095 7.31070002 10.50786549 2.13155656 0.43114154 11.15349725 15.53190215 10.11892966 6.75304422 9.64482842 9.25607538 3.47551296 9.84844173 10.52651362 7.86990841 9.64300493 -0.56896547 4.60104276 10.78233198 10.65511834 0.01606837 NA 8.81590040 12.81198352 11.46522778 7.85738141 9.74286502 8.64178805 9.58719976 8.80506927 8.94878596 NA NA 8.32441820 11.29626995 9.61475198 7.70024342 9.14793601 3.32836257 10.40732269 4.93891148 7.34699588 3.78866483 8.84791425 3.89054397 11.08843507 10.53145047 8.55653020 2.23848117 -1.56875147 9.08216821 8.59350803 5.50793098 9.36259284 5.85738141 12.67815406 3.30788021 11.43481022 9.36701826 9.14364367 7.49989530 8.79196380 8.32593457 10.99168828 9.49451182 3.07496776 11.31318649 9.90938070 11.23686054 9.90075845 7.34699588 NA 7.93692822 10.97059054 10.15435093 8.16920899 1.01606837 11.30532956 9.23147465 6.99335962 9.84262770 11.44566024 9.01795642 10.86156920 10.03798450 4.26400339 1.60103087 7.64543580 12.26479740 8.40122257 9.64178805 8.39256644 11.02940181 6.86156959 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 -0.542 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 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 16-10-2014 male 2003 2609 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 1 1 1 1 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 3.121225e-07 5.3247746 6.2677848 -0.8249545 9.3996332 9.8536286 3.3449563 6.9164958 10.7779593 10.4650474 8.0283382 10.2488354 10.7630404 9.6070484 9.2783163 NA 9.9975994 8.1494433 9.2370746 5.9629307 6.2783156 11.5773744 9.8693864 8.1422546 10.4780072 0.4969225 2.1750135 8.9555683 16.2224454 10.7844381 7.8632788 9.9819809 9.8944173 7.1321306 9.8986895 10.5421702 7.3298466 9.8157254 NA 4.0576755 10.7436972 10.6601031 4.0330089 NA 7.6158974 12.7046421 13.0264360 8.0500097 9.4673502 6.8403650 11.0102895 9.2558460 8.6668815 NA NA 8.4534781 10.9968025 8.5522391 7.7005493 8.2783166 2.9823822 9.6497486 4.7599920 8.0330094 0.4969225 9.0864205 2.7599867 10.9035868 9.6365079 8.2001679 -1.8252101 NA 9.3636175 13.2562623 5.6588456 9.1094567 5.0576712 12.9339284 3.1385032 12.0006830 10.1002121 9.1622926 10.2347110 NA 8.5500680 10.9471369 10.1120344 2.9823822 11.4595635 10.3589740 11.5708304 9.4086482 6.5014583 -1.8252101 8.7814338 10.9527174 10.3642354 7.8527480 2.3449421 10.6044353 9.8126768 5.8260806 10.0706039 10.9979976 9.0675712 11.5113956 9.7576410 2.7599867 0.9823639 7.6867813 11.5872014 7.0015771 10.0751406 9.7552870 11.0519292 7.1057661 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 0.708 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 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 16-10-2014 female 2003 2226 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 1 2 1 1 2 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.72548215 8.12205300 -1.57132159 9.90379269 9.61529913 4.67649309 6.13592471 11.00363238 11.29719554 8.55009954 9.94081247 10.69505965 9.98937633 9.18595597 NA 9.69710796 6.68595416 8.84219381 5.50538285 7.56299258 11.25352464 12.08241859 7.64531186 10.21910582 -0.57153597 0.01349799 10.75836223 15.66980426 11.15286656 7.12553332 10.78364163 8.83051204 3.38276407 9.32186746 10.43629397 8.43419035 9.37620290 -1.57132159 5.22298226 10.33244770 10.52955666 0.75052076 NA 7.06156129 12.86956479 12.27405594 7.52396256 10.07152015 9.16242859 11.35096448 9.81227022 9.55591544 -1.57132159 NA 8.67886418 11.37382681 9.52857112 7.03589659 8.15988496 4.80360420 10.44014255 3.67649309 6.32338448 3.23592614 9.28810059 4.98315323 11.20026169 9.60224307 8.11506655 -1.57132159 NA 9.83477094 13.22901083 4.57831079 9.33470480 4.07242312 12.28703262 2.60088819 11.10187498 9.47773378 9.62332277 9.85640250 8.49061184 8.28965283 11.06473731 7.32943310 2.67649309 11.92129536 9.73063350 11.46748486 9.47364285 5.67649309 -1.57132159 8.23269673 10.55738185 10.35189341 8.65978723 1.75047788 10.89973303 9.79320401 5.84641810 10.04603330 11.95163769 8.99652207 11.39091967 9.74880234 5.42020278 NA 7.89820775 11.61885357 8.41725042 9.84905256 7.76618766 10.02102298 7.36814498 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 -0.478 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 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 16-10-2014 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 3 2 6 2 3 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 4 0 0 0 0 1.629973e-06 4.855239e-07 6.569394 9.429418 9.062565 9.752435 9.601962 6.542800 5.061396 10.515279 10.720162 7.364463 10.341020 10.885382 10.061979 7.863386 NA 9.305372 7.522528 8.486351 5.409316 6.116535 10.969221 12.441616 7.774747 11.028751 2.701505 2.601958 11.864057 15.980683 10.204529 7.278423 10.316208 9.066071 2.794603 9.086929 10.200281 8.572685 9.436659 NA 3.116531 10.121599 10.912575 1.601982 NA 7.719420 12.854374 11.173715 6.974517 10.895270 7.116535 10.924534 9.237551 8.723866 3.186928 NA 8.160930 11.429872 9.373924 6.707497 6.595507 3.318172 10.028227 2.701505 8.112020 4.839002 8.797423 4.467032 11.004670 9.967660 8.312277 -1.205231 2.254050 9.920667 7.229236 5.794608 9.359710 4.186928 13.154975 3.870138 11.413910 9.678778 9.190142 10.106356 8.056702 8.512284 11.400781 9.979483 2.882076 11.637351 10.061979 11.942925 9.823204 7.416659 NA 8.498511 10.470825 9.796016 8.978243 4.981067 10.948476 8.884601 6.929033 9.495914 10.945941 9.167473 10.920667 10.266283 6.286460 1.794603 7.614786 11.921796 8.061394 9.868749 9.625915 10.690940 7.519121 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 0.110 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 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 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 1 1 3 2 1 1 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6.530004 8.423540 6.564770 9.265209 10.055095 5.273989 5.816308 10.874336 10.484957 8.757414 10.349041 10.784399 10.274428 9.014802 -1.412347 9.964700 7.414038 8.835417 6.071306 6.854276 11.259252 11.489676 8.036638 10.640091 1.172424 6.470132 9.532933 16.210692 9.778549 7.494380 10.060180 9.377023 4.079344 9.402873 10.628122 8.065248 9.758040 -1.412347 5.328955 10.513415 10.953265 4.231348 -0.412539 8.796943 12.666307 12.317853 7.429839 9.817510 7.075329 10.711934 8.874047 9.077337 3.909418 NA 8.020032 11.160900 9.600114 7.420380 8.071305 3.391754 10.095284 5.342377 8.227734 4.142078 9.188331 4.674952 10.841632 9.976045 8.668307 -1.412347 1.909428 9.515267 12.908219 6.806658 8.877508 4.674952 12.827834 3.582977 11.550566 9.313708 9.053056 10.779166 8.172452 8.892411 11.362277 10.346962 4.518227 11.555796 9.930120 11.889557 9.374576 7.448576 NA 8.682886 10.715481 10.160190 7.913919 2.835419 11.030433 8.824616 6.706431 10.004815 11.882828 9.064236 11.422948 10.119358 4.511829 -0.412539 6.913919 12.029266 8.216846 9.997411 8.885552 10.368029 7.287929 9.950529 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 -0.600 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 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 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA NA 3 3 2 3 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 7.6032139 7.6114350 NA 9.0336270 10.0969591 5.8616601 6.2674796 10.9041049 10.3931918 8.7205928 10.3756026 10.7341450 10.6511846 8.7982618 NA 9.8018580 7.1557553 9.7174226 6.6277367 5.5328250 11.3655124 11.1078951 7.7065920 10.6528383 0.1519887 2.1519887 9.7046721 15.9662184 9.8244285 7.4739314 12.5246868 9.3210929 3.2674759 9.7300613 10.2032120 8.8197062 9.6879264 NA 3.2109031 10.6558288 10.6762183 0.1519887 1.7369512 8.9985382 12.8833221 11.3101920 7.6624377 9.8131873 8.0264720 10.9864742 8.9300803 9.2027588 -0.4330388 NA 8.7218586 10.9769619 9.1854260 7.8867129 8.4829201 3.0264637 10.2992080 3.6114321 6.6114350 4.8149656 9.4918531 4.1216288 11.0568886 10.3169101 9.1918360 1.5670586 0.1519887 9.6768712 10.1302368 5.6331289 8.8030549 5.0264725 12.7513736 3.1958200 11.3904078 9.4821731 8.8501290 9.1826702 8.9311751 8.1927495 10.8512863 9.8742414 3.0905994 11.5491429 10.1729830 12.0991530 9.8816238 7.0387160 NA 8.6677030 10.6510683 10.3118744 8.7568652 9.2487886 11.1817505 8.8338271 6.9550582 9.9896311 11.6985761 8.7994617 10.8838878 10.1571598 3.8889672 2.8889672 7.3484006 11.7752750 8.2674801 9.6781763 8.6794801 10.6179096 7.5894085 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 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 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 3 3 3 1 1 1 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 1.040408e-06 3.121225e-07 4.3600411 8.2321652 1.5526722 9.5736652 8.5456236 4.6187731 4.7226081 11.2164658 10.3171423 8.5456236 10.8513207 10.9409717 9.3462886 8.1544561 0.5526722 9.8059418 8.4610779 8.5722762 0.1376347 5.7523579 11.1708414 10.8858406 8.0742860 10.4792704 1.1376347 4.6612080 8.0324657 15.2589115 11.5943444 7.7049702 9.5819726 9.3824081 4.8006152 9.6677289 10.8847218 10.0018339 9.4482607 NA 4.3855760 10.2211272 10.4823136 -0.4473278 NA 9.3981753 13.0987357 11.2122353 7.5555002 11.2453008 8.6228063 10.6069504 9.0263909 9.5929750 0.1376347 NA 8.6806795 11.7098743 8.3519670 7.6160805 7.3664665 3.8746101 11.2275396 3.5526845 4.1965441 5.2108953 9.1196908 6.7958591 11.6602294 11.2248896 6.9831384 NA 5.3075742 10.4648262 10.4666967 7.0038968 9.4353283 6.3208691 11.5484525 6.3172914 11.8010577 9.1774808 9.5533895 5.9450036 5.9190087 9.2539919 11.4800929 8.3389547 3.1965441 11.1530628 9.8723574 11.0402742 10.1005438 6.0284189 NA 9.2383101 10.5487315 10.9995101 9.0693703 3.1376511 11.6454425 10.3580584 6.7729664 10.2806057 12.1123014 8.8218119 11.6128746 10.5788629 3.7621362 NA 7.8632980 12.9731061 9.4900590 9.9487549 8.4745261 10.1614021 7.2144639 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 0.000 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 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 16-10-2014 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA 2 2 2 3 3 3 3 1 4 2 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5.202042e-07 8.9002138 10.1367387 -1.9013110 9.4702822 8.1686265 4.2277873 5.7495584 11.5383364 11.1723124 5.9439963 10.4940397 10.6657487 10.5479122 5.8127523 -1.9013110 9.1558203 7.1564977 9.3291265 4.4022856 4.8127498 11.3727381 13.9236382 7.6797060 10.4084053 1.4204555 3.5903625 9.2852388 15.1091538 6.4428009 7.8961671 9.7477617 4.2883290 -1.9013110 9.5808093 10.7904671 10.4198699 9.5574248 NA 5.4735434 10.3585430 10.6193697 NA NA 7.3392969 13.0479219 9.7819388 7.7168908 11.4698738 7.4626405 10.8264260 9.1971956 8.6984185 2.1859617 -0.9015804 8.9050551 11.2555366 7.8315207 6.4022856 4.4204352 5.5247689 10.9881996 -0.3165281 9.7145948 3.6530944 9.2895648 6.1041290 11.2480939 10.6434699 8.2148495 -0.9015804 4.5579369 10.6228024 -0.3165281 6.2226268 9.5686560 5.3176731 11.8739101 4.1695402 10.8671034 9.0143849 10.2969506 7.0985059 7.1726465 8.4865229 10.9976736 8.6862831 2.6220635 11.0768585 10.0140115 11.4089763 10.8697887 7.5268654 NA 7.8433395 10.5527560 11.1524314 9.1746531 0.9058900 11.4512387 10.6801416 6.3284290 9.4816699 12.3323499 9.2412508 10.4062756 10.5134550 6.5037749 2.0054000 7.7832543 11.7678335 9.7665041 10.3740481 4.8127498 10.0351434 6.8666904 10.1642582 -0.0260300 -0.0260300 0.2496500 0.0000000 -0.0078863 0.4863000 0.0066653 -0.0019399 0.0322810 0.0322810 0.0322810 0.0322810 -0.0304040 -0.0304040 -0.0260300 0.0114000 -0.0082595 0.1238800 0.1238800 0.1238800 0.1238800 0.0000000 -0.0069195 0.0066653 -0.0307490 -0.0307490 -0.0019399 -0.0085766 -0.2436300 0.000 0.000 0.000 0.000 0.238 0.238 0.000 -0.244 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.145 0.145 -0.243 0.000 0.000 0.000 0.124 0.124 0.000 0.000 0.000 0.000 0.000 0.000 0.254 0.486 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.238 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 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 16-10-2014 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA 1 1 5 2 2 2 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 5.8464432 7.3724167 -1.8541269 9.8001928 10.5785463 5.1346892 6.8975478 11.2941631 11.5587065 9.6933808 10.2087251 10.6974723 10.0907164 10.1081773 NA 9.7440568 7.4611536 9.9112904 5.5210445 5.8325052 11.8934631 10.9332947 8.3915572 10.0115018 0.1460035 1.6054469 9.9067242 15.8163494 10.5079481 7.8568108 9.9725528 9.3209300 4.9404205 9.3426065 10.3290194 8.3591087 9.6403599 -0.8538662 6.1175475 10.3221775 10.5359045 2.3159429 NA 8.1835515 13.0128969 12.2688324 7.9581815 10.3259134 7.8891559 10.9092167 9.4701848 9.3814203 -1.8541269 NA 8.4532052 11.3129520 10.2979723 7.3083955 7.8325046 4.6160518 10.5452823 5.3259152 8.9008919 3.9273655 8.2427197 3.8464432 11.5568532 10.2649455 9.1642045 1.4679576 0.9533770 9.9306392 12.0635629 5.3058757 9.8250445 6.5553959 11.9476117 2.7701102 10.6008177 9.5516777 8.8015351 10.3751236 7.0317007 9.3438353 11.2833157 9.7005932 3.1460035 11.4238729 9.7749055 11.6515678 9.3259134 6.1903976 -1.8541269 9.4549122 10.4473862 10.8287795 8.7524094 6.9002908 11.0337962 9.6127539 5.5889484 10.2957515 12.7888458 8.0767419 11.6514438 10.1746012 4.7005951 2.4679315 8.5468837 12.0515794 9.1304228 10.4045703 8.7243771 11.2543655 8.0332248 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 -0.526 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 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 16-10-2014 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 105.43.0 NA NA 3 3 5 2 3 3 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 2.288899e-06 1.28317e-06 7.31673769 8.35737957 NA 8.96578428 9.66754553 5.01057846 5.34499533 10.51699197 10.17788566 7.49263915 10.22721701 10.56082155 10.81737136 6.98286926 NA 9.36353162 6.77703302 9.54161899 7.91955640 6.27491762 10.70950768 12.07947172 7.84456643 10.63885572 0.07203718 3.48701035 12.05116417 15.58724581 8.24190214 7.84016170 9.75204356 3.18745105 1.07196856 9.26097809 9.76720538 8.97183752 9.64562439 -1.51292532 6.18745501 10.65850428 10.90855355 NA NA 9.28386553 12.10241442 11.14433309 7.27164977 9.91537480 10.16693457 10.65756570 8.82017003 9.80950625 NA NA 8.37575799 9.92424659 9.84181497 6.84456643 6.64688555 3.29437078 9.38637167 3.24190118 6.86205458 4.07197714 8.74322344 5.02617151 10.76923436 9.90539438 8.36045866 -1.51292532 -0.51292532 9.32779266 1.65695393 5.24190118 8.70739296 4.55310242 12.68638028 2.98781199 11.44357231 9.88629254 9.03583667 6.04925611 9.04447827 8.20811386 11.11432056 9.55040973 3.24190118 11.48578137 10.10494124 12.67173508 10.14388635 8.62784428 -1.51292532 8.41479261 10.97648386 9.54838595 6.74910917 2.87933328 10.71041308 8.09803945 6.49263995 9.91380360 11.27185394 9.54568290 10.55646448 10.40811178 5.41775127 -1.51292532 5.92164341 11.87328134 8.52730458 9.68054009 8.11454870 11.06703767 7.72780612 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 -0.316 -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 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 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA 2 1 6 2 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 2.878463e-06 9.710479e-07 5.64848845 7.45319819 5.84690195 9.65195148 10.89592830 5.47161019 6.37989297 11.32850900 10.53175758 9.22028884 10.36449364 10.61427191 9.74516908 8.84790830 NA 9.48461891 6.66686593 10.01503405 5.81429662 6.55291036 11.60893521 10.65079776 7.95741029 10.19348175 0.36311499 1.68499822 11.25676614 15.80388972 8.22572271 7.81016865 9.98833760 8.47552512 2.53301507 9.45253593 10.22920516 8.85794089 9.60506850 -0.05199728 5.90224486 10.38718620 10.78172870 4.64848845 NA 7.40747937 12.86411397 11.68937443 7.86492278 10.07475240 7.47942945 10.91791407 9.08076184 9.25410953 -1.63710936 -1.63710936 8.58949760 11.12297362 9.47747840 7.52295652 6.98513721 3.64293257 10.34322503 4.26997568 7.83881881 1.94804011 8.24113611 2.45053825 11.15750130 9.83425250 9.24649241 -1.63710936 1.68499822 10.11588418 9.96856499 4.72063964 9.55352735 5.06352451 12.17033972 3.78498550 10.90030381 9.77512595 8.57861837 10.11253594 7.17043987 8.68951478 11.26055276 10.21405363 3.94804945 11.69133961 10.08375720 12.14935506 10.20975113 6.63454826 NA 9.14935515 10.36269091 10.67568478 7.67142430 5.13087323 10.74894780 8.83562411 6.02906190 9.89202788 11.60238561 8.83272739 11.28641291 10.32417334 5.08964221 -0.63688501 7.71843629 12.01951029 9.09270614 10.30999172 9.42175369 10.86318040 7.45584255 9.52232612 0.00110930 0.00110930 -0.00069303 -0.00443120 0.00114860 0.49649000 -0.00304750 -0.00421910 0.01684500 0.01684500 0.01684500 0.01684500 0.00485790 0.00485790 0.00110930 0.00499690 -0.00013862 -0.52685000 -0.00069303 -0.00069303 -0.00069303 -0.00443120 -0.00110870 -0.00304750 0.00000000 0.00000000 -0.00421910 -0.00124730 0.00124810 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.496 0.496 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.496 0.496 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 16-10-2014 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA NA NA 6 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-CW-6097 32 1 571 NA kidney stage iii t3a nx m0 16-10-2014 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 105.43.0 NA NA 2 2 5 2 3 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 8.6736652 8.6919009 0.9984122 9.3941623 9.1773276 6.4838400 5.4446704 11.4454971 11.3937338 8.7967236 9.4363740 10.2824282 10.2257892 9.0229994 0.2614706 8.8539052 7.4902669 9.7324461 6.6988533 7.3907313 11.5598928 12.0406205 8.2059164 10.6014245 2.9984122 2.2614405 9.2838162 14.7166043 9.0794979 7.4578454 10.4322080 9.0677293 1.8463930 9.4171099 10.1220180 9.7160903 8.9595743 -0.3235520 1.4838287 10.4729310 11.2046957 NA NA 9.0129924 12.8751611 10.4950680 7.0558637 10.6598357 8.4870574 10.7181450 9.3656103 9.0901137 NA NA 9.1990674 10.5145078 8.3131102 7.4643881 8.0666549 4.1359206 10.1961221 1.9984122 6.4966653 6.6364883 8.4822296 5.6306821 11.5150988 8.9995406 8.7126594 3.6306850 4.2000492 10.3656102 9.7566370 9.3338043 9.7009330 6.4838400 12.4904674 2.7639427 11.2458668 9.9670807 9.7215629 9.7612943 4.8859404 8.4162664 11.1266661 7.5560692 4.0340396 11.1246021 9.8545281 11.4541521 10.9647751 8.2000477 -1.3233715 8.3559659 10.8005263 10.7304117 8.1501915 4.2614481 11.1194293 9.0319360 7.3203421 9.8992808 12.1723408 9.0263198 10.6530499 10.8501629 5.1027505 NA 8.1131973 11.6270417 8.7290537 9.9297423 8.4578454 10.8498507 6.9101054 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 -0.204 -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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.43.0 NA NA 1 3 1 1 2 2 2 3 NA NA 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 7 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 4 0 0 0 0 0 2.566341e-06 9.363676e-07 7.2387190 7.7366637 8.4800352 9.3928543 8.9937058 4.4990869 8.3650280 10.7430226 10.9617510 9.3216260 10.1286212 11.2114630 9.9786155 8.6268403 -0.8408875 9.9323739 7.5450973 9.2710224 6.7441974 4.8316594 11.1147030 10.5789315 8.1760430 10.8087917 0.1592417 0.4811956 11.6137910 16.6403758 10.4808810 7.5515522 10.5383422 9.4347773 6.2145173 9.7702595 10.4982496 7.8734804 9.8665938 -1.8406292 5.2677605 10.5214524 10.8064682 3.8316645 NA 7.9665897 12.3882036 12.6587692 7.5558392 9.3203664 8.6390150 10.6565875 8.8509781 9.3820295 NA NA 8.4095331 11.3249268 8.6319257 7.3976396 10.2566084 4.4088681 9.5520886 5.8457359 9.3153178 NA 9.2768777 3.3686846 11.0489287 9.9128693 8.0706265 -1.8406292 2.4811698 9.0966084 14.8813351 5.1134296 8.9015442 4.7885918 12.4709830 2.6420777 12.0464553 10.2400521 8.9249351 11.0092261 0.4811956 8.6896409 11.2418827 9.9015441 1.4811439 11.9263846 9.9766181 12.0410178 9.4295300 7.4834152 -0.8408875 9.7771613 10.8988676 9.8747678 9.1514649 -0.8408875 10.6744417 9.2703638 6.2044479 10.1393742 11.1172435 9.1960950 9.8888554 9.7143031 3.3291667 -0.2558389 7.7867688 10.8398140 7.7460742 10.0551886 9.5429390 9.7661025 7.6964529 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 -0.767 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 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 16-10-2014 male 2005 669 NA 100 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 3 NA 2 3 3 3 3 4 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 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.392939e-06 5.895648e-07 7.7264430 7.9423802 1.1414982 9.5802723 9.2699044 5.3766967 8.6728620 10.8554397 11.0033429 7.8985929 9.8026648 10.3976892 10.2724800 7.7877393 NA 9.9375201 8.2482616 10.3147413 6.7512749 4.4634067 11.1012410 10.6396648 8.6896601 11.0915868 1.8784507 6.6909436 10.3101526 15.4680504 10.8744958 7.5844236 10.7723543 9.5230234 4.0159524 9.9531228 10.2469525 9.3957218 9.6433176 -1.4433989 7.1675426 10.8032586 11.2754789 3.8044460 NA 8.2342378 12.7915599 10.8502770 8.9563300 10.1396007 8.8488395 11.4361012 9.5259044 9.6992632 2.9488438 0.1414328 9.0271770 10.4338021 8.4842961 8.7973094 8.5816574 4.2289418 10.0025674 2.7264389 7.6806394 7.9890601 9.4429767 4.4634067 10.7423226 9.8279811 9.0443581 2.6439716 4.3638719 9.3846545 10.7561903 6.2569578 8.8372889 5.3894085 12.6440637 3.1934248 11.2504405 10.0951919 9.0463661 8.8806987 8.6492752 8.5092592 10.8801358 10.4183804 4.5107151 11.5800991 10.3130743 12.1244741 10.4872553 7.8806984 0.1414328 8.5830414 10.4576376 9.9947900 7.8419203 7.5821563 11.1656967 8.7792768 5.9228401 9.6219341 11.1185219 9.2093630 11.2495693 9.7201676 4.4872548 3.6009120 7.8162611 11.0151809 8.8419203 9.4237966 8.8545804 10.3333622 7.3411532 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 0.000 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 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 16-10-2014 female 2005 NA NA 90 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.43.0 NA NA 1 1 5 2 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 1.421892e-06 4.508437e-07 7.5369411 8.6574617 8.5221440 9.0129544 9.8808953 6.0859769 4.8067520 10.6965114 10.2929186 9.0546814 10.1697935 10.9267757 9.5437195 7.7744603 NA 10.0109174 6.6054958 8.2427716 7.3841828 6.2104765 10.8025211 11.1009918 7.5459722 10.5520921 2.9766752 0.5436938 10.1569565 16.6690402 10.2986070 7.3917162 10.6929586 9.0072440 3.5071984 9.5112340 10.1380442 7.8511481 9.5392040 -1.7784322 6.4116161 10.2743595 10.8463585 5.1990716 NA 6.7136450 12.3869340 12.5076993 7.3407323 10.3046057 7.1730765 11.1328088 9.3677236 9.0983085 1.6812244 NA 8.1301839 11.7861791 9.1059619 7.0483397 9.1361765 3.6480512 9.9082919 2.9222359 7.6311821 2.4697297 8.9556543 4.3510770 10.8660984 10.0166135 7.9581931 -1.7784322 1.5437433 9.3099172 12.4778527 6.0096943 9.2040720 3.4312485 12.6450387 3.1358796 11.7688064 9.2952636 8.8151825 10.3674052 7.3484962 8.7424102 11.6313150 9.9837581 4.8942163 11.6212029 9.8240263 11.6063054 9.3211391 7.5369411 -1.7784322 8.4226901 10.4717344 9.4367176 8.6065751 1.3917127 11.0015108 8.8102811 6.0546814 9.6248035 11.3470435 9.1249200 11.3726493 10.0186422 2.8656417 3.6480512 7.0323632 11.8425840 7.2932537 9.5765919 7.9325980 9.9870775 7.4116161 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 0.431 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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 3 NA 2 3 3 3 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 2.49698e-06 6.936056e-07 7.4448020 8.5587586 1.2549568 9.7201362 9.1654706 5.4087832 8.0777082 11.0891328 11.1723499 7.4289045 10.1406742 10.4818717 10.0238238 6.6472958 -1.0670318 9.6081247 7.4249028 10.1210203 4.8872474 3.7404095 11.2190299 11.6321884 7.6879376 11.0426813 2.7404095 6.4876391 8.8217931 15.1666694 8.9883322 8.1079755 10.7197278 9.8593458 3.5180063 9.5921537 10.3852910 9.9274032 10.0191859 NA 3.1809753 10.2521573 11.6468658 NA -1.0670318 7.9856177 12.5476446 9.9561110 7.7242123 9.7028876 8.2817780 10.9606102 9.2138204 9.7127691 1.2549568 NA 8.7879182 10.8667404 8.9103297 7.9526405 9.0258070 4.3924823 9.8141638 0.9330438 8.7420140 4.9103297 9.2253713 4.8872474 11.3240248 9.8630478 9.0929212 0.9330438 2.6335010 9.4388613 6.3080896 6.1228735 9.1951446 6.2906013 12.3852910 3.6262522 11.0818441 10.4697826 9.4358815 10.2196076 8.1904376 9.2033451 11.1354797 10.9110451 4.3253648 11.4634561 10.0178582 12.1129589 10.1449381 8.7242127 -1.0670318 8.7785398 10.5575756 10.1827559 9.3381913 4.2084314 11.1345611 9.0350124 7.8135516 9.8301388 11.5021933 8.8399404 10.4198848 10.5705803 4.8156933 1.9330438 7.7690999 11.7059829 8.7339498 10.1154441 7.3381908 10.5445357 7.9358646 10.7045392 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 0.536 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 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 16-10-2014 male 2005 NA NA 100 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 3 NA 2 3 3 3 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 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 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 1 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 1.768694e-06 5.202042e-07 8.29714555 8.28993818 NA 8.94922237 9.46120070 2.38545865 8.34661434 10.90154808 10.80288475 7.21327340 10.39163993 10.06774653 11.28993818 5.10792216 NA 9.39556262 7.60268476 10.09901241 10.31500846 5.60268550 10.88170874 11.35929494 7.38093893 10.06436406 1.06350294 8.55537905 10.73373962 16.29136754 5.87088005 7.74652037 11.07649964 2.38545865 1.64851146 9.54734186 9.64942739 9.48874194 9.97865841 1.38543104 4.38545175 10.27176041 12.00713971 NA NA 8.86118743 12.52513334 7.55938091 7.88689334 10.22087297 9.28148359 11.56859322 9.13766746 8.80835995 7.49397870 NA 8.27054015 9.71905677 8.64095490 7.42546938 7.49397870 2.38545865 9.79738868 5.21327340 3.87087759 7.50231787 8.80667753 11.68534898 10.80878017 9.41556940 7.65224053 NA 9.64660875 8.63338144 4.64848845 4.01772597 9.77347140 5.01772152 14.23661751 7.74641556 11.90332028 10.02280347 9.40560058 10.29774466 7.39444297 7.36273375 11.19891467 9.46333800 3.64848845 10.51112583 10.27480595 11.72084447 11.09039524 7.59880139 0.06350294 11.82756822 11.13278445 10.18958516 5.17205141 0.64846544 10.66529683 8.12608494 7.75002626 9.56735169 9.35929494 9.75177634 10.62146831 8.45154331 4.48979338 -0.93649706 7.38995565 10.95264967 8.59295666 9.30669994 9.25951331 10.82341421 6.95834391 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 0.232 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 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 16-10-2014 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.43.0 NA NA 1 1 1 2 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.054983e-06 6.1931e-07 5.62898351 5.83742610 6.54432000 9.35337314 9.00375204 3.94341503 5.57568445 10.61395472 10.54035164 9.45701246 9.64339373 11.10463236 9.87178683 8.45964186 -1.96353183 9.69473727 7.06443237 9.22573259 6.12928302 6.56008822 11.34458042 9.36014367 7.60067563 10.28205181 -1.96353183 9.62242727 8.96874051 16.48088161 10.49493247 7.61017295 10.07510191 8.49082521 4.57568748 9.59063495 10.39049971 7.19387324 9.38636003 0.03646817 3.35845253 10.36576164 10.66929390 4.94341503 -1.96353183 7.67496197 12.31453969 12.87410454 7.10530407 8.74991232 7.74215851 11.52887982 9.99906039 9.16129341 -1.96353183 NA 8.39517722 11.18595547 8.58534792 7.01951956 10.96615414 2.89450737 9.71380508 4.08092196 7.71952025 -0.96353183 9.25629952 2.20645569 10.74366929 8.94191296 7.11066704 NA 0.35850879 9.06097310 14.50631076 5.16580745 8.93058567 2.49595094 12.92650508 4.34686472 11.84709752 9.15594702 9.19134402 12.02822487 9.66132135 7.55812602 11.16661371 10.70385920 3.32192809 12.00842862 9.82034269 11.89489547 9.78681409 5.81131175 NA 8.91304288 10.72227551 9.53437779 8.07269965 0.62152444 10.77883533 8.88657972 5.76444701 10.11167078 10.56375846 9.14046937 11.58859453 9.30857248 4.66121373 NA 7.05889333 11.96504424 6.71248298 9.56888184 8.29626926 8.67767455 6.81473498 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 0.737 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 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 16-10-2014 male 2005 NA NA 100 kidney clear cell renal carcinoma yes NA NA white NA 65.44.0 NA NA 3 NA 5 3 3 3 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 6.3313917 8.1446802 NA 9.9358740 8.0445805 5.8977390 5.9255722 10.5415951 10.2276080 6.9255734 8.6767120 12.1412220 11.2290048 6.1855415 NA 8.4237424 4.8207763 8.9528804 3.4889391 2.2159270 11.3738933 11.5342694 7.7857702 10.6566872 -1.3692218 3.3858451 8.6698715 16.2168611 9.0995764 8.4106718 10.0572171 6.5013165 0.2158649 9.2846932 9.8591698 9.7296425 9.8501209 NA -1.3692218 10.0650593 11.9000790 NA NA 6.9573818 12.9525986 11.0551186 6.7131019 9.2224747 8.7983704 10.8986169 9.1167816 9.9295877 1.9528926 0.2158649 9.8422323 10.5501882 13.2114465 6.7394769 8.5690615 1.4382929 9.8735310 1.4382929 9.0135764 6.2308659 9.0092472 4.8597708 11.4507323 9.3218233 6.2159154 NA 5.2308639 9.7531333 4.4123141 9.8139673 9.2721009 4.4123141 13.6686280 3.0525202 12.5106313 9.7524859 9.3799837 8.2438209 9.1298015 8.4204862 11.1064325 7.1505881 2.4383195 11.4005836 10.2909482 12.2310976 11.5116838 8.0318319 NA 8.4951387 10.7355413 10.0398129 10.4626554 4.2649642 10.6153708 8.7768844 7.1816989 9.7813343 10.1884160 9.3799837 9.2130943 10.9674589 3.6753417 0.2158649 7.2008084 10.7955450 8.1367641 9.1922403 6.3104328 8.9105630 4.5135981 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 -0.523 -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 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 16-10-2014 male 2005 NA NA 100 kidney clear cell renal carcinoma yes NA NA white NA 65.44.0 NA NA 1 NA 4 3 3 2 3 2 NA NA 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 4 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 7 0 0 1 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 2.601021e-06 7.282859e-07 7.7393418 9.5536852 2.1976138 9.7257284 7.7649220 6.2850637 6.1440198 10.6405435 11.1801183 8.2050943 9.2236622 11.3884535 10.7919246 6.8558116 -1.3872229 9.8498475 7.3841267 10.3968633 6.8366387 6.0389014 10.6851050 13.1603153 7.6182622 10.2288187 0.9345542 1.6126356 8.2328574 16.3460170 9.7750288 7.5044210 11.3078658 9.0761620 2.5195167 9.3783380 9.9107000 9.6091109 9.2938758 NA 3.2564974 10.0283792 10.9206920 2.5195167 NA 7.2564937 12.5084967 11.8158325 7.6706293 10.5459593 8.4998582 10.5374499 8.9778663 9.1293224 4.9345637 -1.3872229 8.4706186 11.4587154 7.4612601 6.8841009 8.0555807 4.5433721 9.7354655 4.4952794 8.3113424 1.7825763 8.8135359 5.1824937 11.3390685 10.3587318 7.4983339 1.1976138 6.2273464 9.6713058 10.3234439 5.0049553 9.8043135 7.0761614 12.1757145 1.5518851 11.6124613 9.6494980 9.9833248 7.8980396 8.3691938 8.5956312 11.4094883 9.0209672 0.6126828 11.6143975 9.9181292 12.3500961 9.9876769 8.6974458 -1.3872229 8.2438147 10.4021711 9.3354451 9.0873573 2.7825553 10.9533221 9.8934082 6.4361952 10.2278072 10.9238182 9.4240121 9.1401145 10.4510535 4.4706215 0.9345542 8.0006547 11.3866008 8.0883711 9.5029018 6.1044897 10.5202792 7.6733331 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 -0.332 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 8.992016 11.960674 9.803697 10.674346 9.366690 11.109990 4.038901 3.822088 7.337151 6.920977 13.534990 9.540260 10.045701 8.435925 8.337918 8.846257 11.568469 4.802462 10.295193 10.714941 8.630838 9.064693 9.877842 7.604160 6.983325 10.920123 13.970739 10.5657426 10.6723199 -0.3874116 8.5927769 8.2618937 10.7224681 10.1734479 11.3574713 7.4643865 9.9925573 8.1691433 9.6921222 7.3808221 11.6417521 9.1633843 6.1900656 3.8980439 6.1204328 8.4038003 14.2380039 8.8712036 13.3985496 6.1717473 10.2397153 12.2116204 15.6077090 12.5562512 15.1420833 11.1964254 1.6126356 10.4336141 9.7237730 10.6570316 9.0304900 9.8043135 9.2645862 9.7237730 12.3123184 11.9467711 0.1976138 5.9345660 14.6842253 11.4155577 10.2415386 7.1556693 9.1381584 0.6126828 12.0360160 NA 13.2973313 11.4345948 10.6682589 10.640543 9.223662 7.151796 8.796273 9.046223 9.063849 6.836639 12.523080 3.197598 13.690329 13.377302 8.218117 9.091306 9.561735 5.952487 NA 9.368360 6.022028 10.462433 9.990932 11.282187 13.423410 8.773769 NA 11.578602 8.705395 9.058687 11.721652 9.780683 3.822088 10.532618 7.566833 7.546328 9.671306 3.860566 11.409488 11.889053 -1.387223 13.350835 13.421049 10.784440 9.335445 7.762385 11.432816 11.268392 11.318700 11.292742 TCGA-CZ-4862 46 0 NA 1843 kidney stage i t1b nx m0 16-10-2014 male 2006 NA NA 100 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.44.0 NA NA 2 NA 3 1 3 1 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1.768694e-06 9.710479e-07 9.0826707 8.6975038 8.2174280 9.5996564 9.3244216 5.2174285 7.5073340 11.2419594 11.5474702 9.4259298 10.4887769 10.5801200 10.3922317 8.0910968 -1.1401894 9.8535218 7.7787388 10.1550707 5.5603145 5.7667674 11.4499950 12.0978326 8.4523327 10.2265532 3.2521886 2.9473295 10.4685926 15.4589023 10.7656388 7.2435796 9.9657843 10.4630385 2.0298062 9.4115841 10.5581463 9.5689595 9.6911831 0.4448791 7.2478933 10.0820669 10.5389159 2.7667648 0.4448791 7.5252115 12.6733564 11.9791412 8.3213554 11.1818039 7.6959263 10.8721511 9.4211637 9.2392541 -0.1401894 NA 8.4690544 11.1744590 9.4457772 7.5877963 9.9814093 4.5322983 10.5198717 4.1078050 7.5393558 3.1078050 8.4125449 5.1452780 11.3795120 9.9286541 9.6063900 1.6672109 2.5603237 10.6122565 9.6672308 6.5877955 9.4635021 5.7546925 12.1966613 2.8279613 11.0693291 9.3686610 9.8598758 8.1452780 7.4782616 8.3755756 11.3676704 8.3028194 3.1818023 11.2532662 10.0534011 11.4375406 9.8009234 8.1636567 NA 8.7022260 10.5118871 11.1719078 8.8009235 4.3834347 11.0705471 10.0867696 5.9151576 10.1012632 11.9438537 7.4221186 11.6293004 10.0922966 5.5741227 -0.1401894 8.2283824 11.8876090 9.8898531 10.2840421 7.5843898 10.2596877 7.7022260 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 -0.44 -0.44 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 16-10-2014 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 2 2 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 3.814831e-07 8.4176319 7.4875338 NA 9.4041397 9.6768243 4.7699357 7.5588515 10.5533321 11.0184938 8.0144825 10.1176780 10.8230450 9.9780866 8.9531555 -1.7221342 10.0830183 7.1329490 10.0704642 8.1668239 5.6617838 10.7528005 11.1300248 7.9802533 10.2098559 -0.7218963 2.0854247 10.2286364 14.8862921 10.4987612 6.9469659 10.4945233 9.0017415 4.1849705 9.3833343 10.5390001 8.6628642 9.7006710 -0.7218963 4.2780814 10.2449465 10.4031711 2.0854247 NA 7.4752973 12.3938558 12.1957323 8.1014479 9.5472073 7.0429518 11.0325506 9.4157122 9.0144825 NA NA 8.6033860 11.0724964 10.0516319 7.5188719 9.4360590 5.2205970 9.9042459 6.5068986 6.6223769 0.2781037 9.0034468 4.2088216 10.9938281 9.8350655 9.4169923 -1.7221342 -1.7221342 9.7863706 12.1490231 6.0127899 9.3367489 5.6356325 11.7664228 2.0446739 11.3168281 9.1961983 9.3374250 12.4827274 8.0512198 7.6574592 11.0908595 7.1759257 2.6000080 11.5289711 9.6746854 11.6312274 9.6698612 6.4125072 0.5999842 7.7436469 10.6594856 10.3025277 8.4442438 -0.1370131 10.9817679 9.8335900 5.6199764 9.8235277 11.6387905 9.2051178 11.3587316 9.8114103 6.2547887 -0.7218963 7.9345053 11.8613984 8.7220602 9.6290198 7.6938222 10.0594403 7.4972491 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 -0.102 -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 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 16-10-2014 male 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 1 1 1 1 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 8.3370572 9.1225335 NA 9.5879976 9.3163526 4.7446024 8.5105767 10.6755837 11.8519260 8.4849429 10.2860193 10.9331888 10.2737052 8.9790184 -1.8401125 9.9605373 7.6674323 9.8043950 7.0207244 5.3395472 11.1476120 11.7886525 8.1722620 10.3753312 2.4075703 0.9670210 8.5335902 14.6753835 10.6254589 7.5498062 10.4508081 7.9782197 3.5519589 9.6414369 10.6656971 8.7576900 10.0555914 1.4815573 6.4994872 10.4456176 10.2367870 0.7445917 -1.8401125 6.9508008 12.7440128 11.8763498 8.2484257 10.3392356 8.3836391 11.0359626 9.3163526 9.1951239 -1.8401125 -1.8401125 8.5583813 11.2213462 8.0315430 7.3956515 7.4170255 5.1369173 9.9422262 6.6594836 7.8391175 4.1596373 8.8133781 2.0665370 11.3057288 9.8391176 9.4293486 0.1596292 NA 9.5384741 10.9218119 5.6272420 8.7436604 6.9925271 11.0311577 1.4301782 11.1221720 9.2122055 9.5105767 10.9107631 9.1923720 8.5248665 10.8678592 8.8513811 3.3690895 11.4944694 10.0552127 11.9949971 9.3308143 6.2991897 -0.8403708 7.8513811 10.8351668 10.4164359 9.2668545 2.8034957 10.8862814 10.0655171 6.0123228 10.3730455 12.3220288 8.9972653 10.9593238 9.4843807 4.4781370 2.2471072 8.5785440 10.7871714 8.4040013 9.8391176 6.9637689 10.0781281 7.6067206 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 -0.585 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 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 16-10-2014 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 1 2 4 2 3 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 1.838055e-06 4.161634e-07 7.107981 8.071521 7.715904 9.263259 9.602745 5.427335 4.783478 10.737259 10.088563 8.530713 10.042549 10.650978 10.045909 8.614560 -2.023856 9.975771 8.383392 9.562025 6.459940 6.214529 10.678946 11.265566 7.702342 10.466882 2.368433 -2.023856 9.902049 16.239581 11.214678 7.600005 9.968708 9.815721 3.704042 9.556853 10.226126 9.334775 9.175796 NA 4.467977 10.352249 11.006618 2.561082 NA 8.728504 12.707284 11.526149 7.747613 10.561321 8.369514 11.527712 9.459436 9.237043 NA NA 8.321529 10.459688 9.626278 7.410752 7.447799 4.242907 10.198315 2.834104 6.247586 4.084651 9.272466 4.561088 10.810002 10.101860 8.162238 -1.023856 3.298057 9.556382 11.067559 6.052940 8.733514 5.598175 12.891396 3.675455 11.992671 9.275904 9.274759 6.120781 8.284463 7.976124 11.183901 9.139773 2.976125 11.591293 9.701916 11.665357 10.464968 6.777024 NA 8.900936 10.670673 10.138830 8.509454 4.042215 11.017783 8.214576 6.939020 10.405269 10.981046 8.798694 11.164094 10.189228 4.515284 NA 6.342446 12.462456 8.491823 9.562025 8.009546 10.505798 7.242910 9.755022 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 0.135 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 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 16-10-2014 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 2 3 3 1 3 1 3 2 NA NA 0 0 0 0 0 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 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 5 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.150177e-06 5.548845e-07 5.9376316 6.9956631 7.5650289 9.8067067 8.1123332 3.7295201 6.4068173 10.2041377 11.4358102 9.2246884 9.9843069 10.7032447 9.7209467 7.1430046 -2.1284717 9.8687210 7.8925216 10.0619837 6.0955426 4.9376316 10.8538222 10.6758743 9.2235850 10.1567820 2.8257449 -2.1284717 7.9774499 15.8800523 10.6295566 7.5960555 10.3933873 9.1592540 7.1289295 8.9281793 10.3414378 9.1552088 9.0876811 -2.1284717 3.6528995 10.2740208 10.6730479 -0.5435092 NA 6.8855622 12.4071815 10.7859267 8.1441713 10.5207978 8.3432168 10.9089170 9.3743733 8.3217220 NA NA 8.7154627 11.6476662 7.6463290 7.6561767 7.8715418 3.5994606 10.2083270 5.5857858 7.8213684 -1.1284717 9.3025167 3.5439660 11.7655067 9.7580003 8.1798807 0.4564908 2.9159415 9.5606660 9.6467403 4.3144863 9.0288885 5.7663593 12.4344399 2.3569607 12.2551784 9.4111851 8.9530251 10.6764793 6.9669391 7.5909306 11.5108823 9.6849220 1.5719680 11.7972815 9.4337840 11.8425462 10.6062512 5.5719801 -2.1284717 8.2125042 10.4447699 10.3368530 8.8911324 2.9423644 11.2126434 9.6393081 6.8022785 10.1336365 11.1733236 9.6945108 9.6504400 10.0779455 4.8022811 NA 7.9470209 10.9702317 8.3248124 9.6980901 7.3673964 9.6450930 6.2113919 9.9258068 -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 0.221 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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 82.47.0 NA NA 1 1 1 1 2 2 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.150177e-06 5.548845e-07 6.9497497 7.4802643 6.2716778 9.4027919 10.1296590 4.6127122 6.3572529 10.6311835 10.2003115 9.2716780 10.1101816 11.0086435 10.2989696 10.0646490 NA 9.9764269 7.3228565 8.5611844 7.5513145 5.7571059 11.3546549 10.6315739 7.8187439 10.7427642 NA 3.0277556 9.0407445 16.2460607 10.8368012 7.8323932 10.5233970 8.6440109 5.7910509 9.7016658 10.5158039 7.8725819 9.5119924 -0.2201100 3.4236857 10.3699441 10.7502903 1.3647965 4.1373806 7.5677272 12.3544184 12.1343497 7.7770041 9.6934622 8.2018896 10.7267311 8.8378165 9.1196749 NA NA 8.1263385 11.1406719 9.0110461 7.8804872 7.9671767 3.4802651 9.8249020 3.4802651 8.8310339 -0.2201100 9.4828632 3.2392605 10.8351073 9.6119237 8.0858867 0.3647965 0.7798060 8.9831729 12.0146423 5.3496802 8.7046372 5.0277512 12.6517301 3.9206077 12.0015630 9.5254991 8.6670455 10.6825768 8.0395683 8.8132479 10.9813362 9.7267311 2.7798270 11.4789635 10.1466934 11.6784262 9.3647873 6.6000036 NA 8.7699287 10.8100747 10.0360336 8.4854574 6.7454942 11.0637813 9.2102773 6.1461461 10.0407444 11.6870911 8.9917132 10.6716086 9.4663253 3.5347091 -1.2202780 7.3112061 11.1390253 7.1417689 9.8818006 9.5595442 10.1318683 7.6127152 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 -0.635 -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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 3 2 3 1 3 1 3 2 NA NA 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.282859e-07 3.121225e-07 9.4092055 8.4422278 2.6717010 9.0354579 8.6927714 3.5384388 6.8082486 10.8067398 10.5340735 8.3932111 9.4092055 11.0411145 8.8971297 8.4344335 NA 9.9140430 7.9196368 9.1961937 7.2317050 6.2637274 11.0020993 11.6301770 7.4484327 11.0069055 1.1692195 -1.4158071 6.7135295 16.1147217 10.5700887 7.2495828 10.0989608 10.4764100 3.7541713 10.0594736 11.0776019 8.3590340 10.0994538 NA 0.1691554 10.8372078 10.8475159 NA NA 6.9765641 12.1771709 11.4228598 7.6121527 9.1204940 9.5053437 10.9676810 8.6489895 8.5045997 NA NA 8.2846862 10.5665273 6.9151635 7.9787093 8.6162926 4.3916028 10.1602586 NA 7.4171369 0.5842891 10.2348498 5.0271894 10.3859551 9.8811629 8.8380943 0.1691554 2.7541820 9.1214651 10.0457262 5.1234055 7.7765396 4.5384450 12.0346848 1.3540007 12.3830223 9.3424699 9.9483814 10.4115895 6.1989557 6.7591718 10.7678821 8.1804363 1.5842410 11.4230568 10.4546114 11.7030256 9.8897385 7.2388824 NA 7.2672418 11.1782050 10.1107460 8.5600947 0.9061979 11.2197382 8.8765685 6.7170293 9.7672617 11.1659181 9.4933897 10.6048795 10.1934254 4.8321761 NA 6.0188745 10.1846243 8.4515256 9.4359958 9.4320871 9.7339939 6.7186726 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 -0.310 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 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 0 NA 25 kidney stage ii t2 nx m0 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 82.47.0 NA NA 1 1 4 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.838055e-06 7.629662e-07 5.2709512 6.4635963 NA 9.2724656 9.8044933 4.3303289 6.9383752 10.6184140 10.3715470 9.6493460 9.9880801 10.9043430 10.4341249 9.3237702 NA 10.3946811 7.1899145 10.4596125 5.6049520 6.7511731 11.1766286 9.5751921 7.5054162 10.8135185 NA 2.6240541 11.1998984 16.2331604 10.3736655 8.1326894 9.8719882 10.7868494 2.1834865 9.7484540 10.5855865 7.8898604 9.9811495 1.1835183 7.0343445 10.4361535 11.2012907 2.6240541 NA 8.9036101 12.3849994 12.9629143 8.1476227 8.9497803 6.7812745 10.7541570 8.7748770 9.1754148 NA NA 8.8898608 11.0152477 8.9704577 8.0036669 7.8679860 3.5855875 9.8809521 5.1310214 7.7048083 0.3761792 9.6234673 1.5460672 10.7560530 9.8854133 8.1108429 NA -1.6237096 8.8406788 13.7335477 5.6890167 8.7630732 5.2341142 12.4444916 2.8557506 11.8876387 8.9006748 8.2541840 10.9906129 7.6049520 8.6346993 10.7538860 10.7151480 2.8996977 11.2722763 10.1951147 11.9376598 9.8190766 6.7684503 -0.6239319 9.0591278 10.7092997 9.9001850 7.2770000 -1.6237096 10.9194067 9.0878001 6.7981983 10.1380999 11.2143522 8.3887578 10.9848500 10.1595406 4.4635963 NA 6.8957691 11.7820723 8.4109321 9.7198741 7.5460579 10.0955219 7.5207915 9.8549028 -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 -0.784 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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 1 1 5 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.774423e-07 6.7388691 8.6976609 NA 8.9547355 9.0456570 3.9859649 5.9245608 10.2944697 10.6228552 8.4706731 9.8866053 10.7712027 10.6620499 7.6510352 NA 9.6956205 6.1968588 8.9851270 6.7585510 5.4502446 10.9028369 11.6300855 7.6781578 10.6000012 0.2310637 -0.1839328 9.0687025 16.2575927 9.0107941 8.2409034 9.9691669 6.2366992 3.2754690 9.1304316 10.1163897 8.8776332 9.6776411 -0.7688134 3.3603643 10.1390919 11.7090858 0.8160672 NA 7.4035021 12.4294430 11.6296848 6.6740185 9.7349004 9.4116055 10.4598934 8.7741064 9.1889023 -1.7690592 NA 8.7428275 10.8861581 7.8291271 6.1618111 6.6864025 3.8457811 9.5869764 4.9992604 9.0898329 -0.7688134 8.8291271 5.0384274 10.8358595 8.7428275 7.8160371 NA 1.0384362 9.3603577 8.9555886 5.6986797 9.0560334 3.7856656 12.9808917 0.7495772 11.9522807 9.7339064 9.0671251 7.7368862 8.4931694 8.2211787 11.0337930 9.5233963 2.0384362 11.9552687 10.2268418 12.4930227 10.0730321 6.6319540 NA 8.6006719 10.3939569 9.8946327 8.7653776 -0.7688134 10.6112652 9.3271309 6.9384340 10.4091170 11.6968961 9.3590689 10.1345800 9.9674766 4.9283182 NA 6.8676988 11.2241900 7.7108546 10.1555160 7.3317366 10.7329118 7.6190916 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 0.758 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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 1 3 1 1 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7.4886010 8.6760911 1.2199584 9.5025671 9.4087781 4.2903286 7.0878383 10.7858056 11.5614608 8.3481939 9.8430918 10.8545715 10.1683092 9.5314631 -2.1022175 9.0597754 6.7622000 9.6390594 6.2244436 5.8637972 10.9011804 11.5720957 8.2199419 10.0751499 1.7053587 -2.1022175 9.4597791 15.9979677 10.3497401 7.5949814 10.3913689 7.7277367 5.3326435 9.0828891 10.1322325 8.7029515 9.2148611 NA 6.1741387 10.1402948 10.7346559 2.2903359 1.0679140 7.5382588 12.6926835 12.2999599 7.4254912 10.3365458 8.3378449 10.7370207 9.3357659 9.1589333 NA NA 8.6293329 11.4798028 10.0088234 7.0039226 5.9587105 5.0169553 10.3775414 3.4829773 8.0477608 3.2199429 7.4810963 4.8522086 11.3152071 9.8920136 8.6537361 -1.1019078 3.5704386 9.8888269 8.5975863 4.0679398 9.7312993 4.8980148 12.0989890 3.9793120 11.0272969 9.3018992 9.2489529 9.6344158 9.1080764 7.7973710 11.4780368 8.9674635 3.0679312 11.5381458 9.6250834 11.7876128 9.6495578 5.3409574 -2.1022175 8.5677846 10.5837766 10.5715437 8.9808282 0.4829515 10.6783485 9.2489529 5.8980148 10.2857619 12.6352612 9.4072939 10.7703040 9.7552172 4.0679398 2.8522186 7.9960458 11.9672118 8.7745308 9.9451377 7.3978594 10.4763865 7.8492988 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 -0.505 -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 9.945479 11.802178 11.768475 10.147720 9.619113 11.741052 3.898015 2.421587 6.452602 6.233405 12.969141 8.611177 9.974495 7.291876 8.056207 9.227250 10.430370 7.320078 11.170060 8.714998 8.385854 9.078209 9.354820 8.263243 7.565126 10.573530 12.992298 10.192347 10.442495 NA 8.791315 7.917605 10.560237 10.105943 11.708786 9.018252 9.604510 8.382837 9.643268 7.367656 8.188032 9.248953 6.188033 5.365619 8.540066 9.529646 13.302257 8.920382 13.187456 6.773855 9.399851 10.356164 15.420802 12.050774 13.724637 11.269790 1.067914 10.818553 10.951261 11.155844 9.472607 9.731299 9.520523 9.796237 12.206922 11.850117 4.625937 5.863797 13.278231 11.480744 9.568227 5.097687 9.896957 NA 11.710793 NA 12.941767 11.987791 11.192491 10.785806 9.843092 7.208627 7.632723 9.004577 9.630181 6.224444 12.846005 1.898015 14.310236 12.904428 8.578373 9.794706 10.076679 6.679373 -1.101908 8.627635 7.164800 9.730113 9.973493 10.728727 13.024194 10.394368 1.482952 9.777980 8.904340 9.200653 11.580679 9.648302 4.718192 10.632723 9.764520 7.641165 9.888827 3.452609 11.478037 11.152600 NA 12.663611 12.841948 10.531009 10.571544 7.242310 11.209620 11.141485 10.939959 10.886452 TCGA-CZ-5456 57 0 NA 1712 kidney stage ii t2 n0 m0 16-10-2014 male 2006 NA NA 90 kidney clear cell renal carcinoma yes NA NA white NA 82.47.0 NA NA 3 3 3 3 3 3 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.3138716 4.2246037 13.3283942 2.4524109 11.4441847 9.7499867 9.2398711 9.5287735 8.4949740 8.0941817 10.5048813 10.7394651 3.3138698 11.7894428 10.0253665 11.5581878 10.1867002 7.4215591 -1.3298848 7.8424427 10.8795845 10.0936566 8.8647721 1.8399596 10.4550591 9.1519560 7.6501549 9.3326838 11.0891855 9.3459725 11.6497978 9.3406715 5.6700160 2.7574714 7.9344581 11.4755577 8.1778102 9.6154592 10.1743378 10.0275674 6.8499242 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 0.000 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 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 1683 kidney stage iii t3a nx m0 16-10-2014 male 2006 NA NA 100 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 2 3 4 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 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 2.080817e-06 5.548845e-07 6.1393344 7.1453585 NA 9.6829653 9.7853624 4.9799339 6.1868353 10.2552762 10.3920199 8.7232910 10.1599370 10.6636838 10.2049733 8.7795644 NA 9.6741382 6.2042522 8.8102207 7.1088328 6.6814113 11.1332857 11.1714208 8.2718911 9.9209008 NA -1.7617023 11.0574495 15.3538063 11.5551737 8.0917776 9.9983562 8.1378247 5.2828623 9.4183770 9.5816537 8.4756779 9.0839579 -1.7617023 3.0458274 10.5241591 10.4582414 2.4864055 NA 7.4108956 11.9378235 11.2879761 7.6264851 9.4905421 7.9799350 10.1107580 8.6156786 9.0610387 NA NA 8.3690385 10.4615646 9.3818511 7.6542100 9.0255543 3.3677485 9.8393101 5.0964474 7.4982110 2.9389068 9.8917609 3.7620298 10.7824664 9.6124205 8.1088328 -0.7614577 -0.1765767 9.7824664 12.6213621 5.1692035 8.5581402 5.5330898 12.4134716 2.9216077 12.0852315 9.8773562 9.0917776 7.8769037 8.9249683 8.9655376 11.2280398 7.2356476 2.6307782 11.9729659 9.5744164 12.0763914 10.3603252 5.8895198 -0.7614577 8.7162261 10.6958719 10.3176193 8.4660838 1.8234233 10.7475006 8.2675068 6.1632813 9.9095666 10.9824608 8.8337253 10.9537865 9.8568534 5.2025196 -1.7617023 6.6978989 11.3690385 8.3945510 9.8504149 8.0442116 9.8755456 8.3469923 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 -0.286 -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 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 1732 kidney stage iii t3a nx m0 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 82.47.0 NA NA 1 2 3 1 2 1 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 8.323268e-07 2.42762e-07 7.37839631 9.08224646 6.65523589 9.27935591 9.92493450 4.74834315 6.22021385 10.72562572 9.88740981 8.54585295 10.26554648 10.71906799 10.37874299 8.52720525 -0.05904398 9.87762877 8.80207784 9.14556207 6.14393008 6.03550955 11.28676572 11.68161494 7.90677518 10.72362605 2.16336991 3.64143042 9.21789083 16.31973732 11.42782592 7.96705330 10.92350919 9.57277430 3.16338602 9.91588341 10.47042146 8.59681963 9.59383591 NA 5.92588314 10.33723888 10.48498930 2.05647948 1.52596862 8.69253495 13.05922905 12.42774213 7.70032458 9.67513598 8.33044277 11.35338433 9.69365038 9.16659997 NA NA 8.22176159 11.10966300 9.06855527 7.74834583 7.20151821 5.22639292 9.98310619 3.52595610 8.92778092 4.28676289 9.15287929 4.40042180 10.93581574 10.00618257 8.85587418 -1.64385619 3.11091442 9.37353272 10.22446517 8.67795637 8.92113042 5.41131099 12.85991624 2.28202458 11.87505029 9.68750516 9.09749545 5.01423923 8.70917516 8.88935824 10.93840563 9.96613049 3.48531089 11.40842661 10.13410553 11.83971825 9.73378122 6.63215332 NA 8.99988447 10.80516418 10.26329467 8.84386830 3.44348731 10.83656618 9.19049955 6.13817553 10.21827830 11.70018558 9.29119350 11.73811198 10.16780449 3.59595712 NA 6.91444852 11.29725947 8.28380651 9.71137944 9.20151845 10.51526903 6.92967503 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 0.201 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 0.201 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 16-10-2014 male 2006 1515 NA NA kidney clear cell renal carcinoma yes NA NA white NA 82.47.0 NA NA 1 1 4 1 3 1 2 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.288899e-06 8.323268e-07 7.36963748 7.78889970 7.97003052 9.20985736 9.74798666 4.78889970 7.71423315 10.62533789 10.48397062 8.18242216 10.18723106 10.75367139 10.39584074 8.32887505 NA 9.89338375 8.12843725 9.19082743 5.85082692 5.14583639 11.08561493 10.41492905 7.91311201 11.13692602 -1.04394335 -1.04394335 10.64600790 16.27073474 10.25177885 7.62843533 9.99698452 9.47170976 2.41543419 9.88674721 10.70629812 8.59986599 9.75690986 -0.04394335 5.94469449 10.50915920 11.05502886 4.47957334 -1.04394335 8.66336917 12.11588122 12.08303694 8.06975210 9.73408703 8.14336178 10.77219356 8.40515849 9.33430480 NA NA 8.34832715 10.83521022 9.60526615 8.05404205 8.57622961 4.04347575 9.98667701 3.59986525 8.71589817 1.95601947 9.59172803 3.12593208 10.59535064 9.46677413 8.51634260 NA 1.76336908 8.93900349 11.52728850 6.86889909 7.98667715 5.29585891 13.13848184 2.80900277 12.31891259 8.95036343 8.16302416 10.16728980 7.56334044 7.55219952 10.86064449 10.62799316 2.65645061 11.34133307 10.11588118 12.08384305 9.65558242 8.35688944 NA 8.19441460 11.12850614 9.91093319 8.41953426 1.88959036 11.44309626 8.93430566 7.78395619 9.91601184 11.34214186 9.33430480 10.70336376 9.86740184 5.14583639 -1.04394335 6.64949619 11.12217300 7.58900539 9.74717270 7.81087813 10.77977516 6.48778056 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 -0.589 -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 10.228056 11.530840 12.265486 10.548000 9.105757 10.630644 3.956010 2.862908 7.710897 4.000406 12.391029 8.973124 9.095561 10.720629 8.080803 7.585367 10.766983 5.898525 10.199779 11.082392 8.527762 8.839509 10.346405 7.110828 7.064535 12.121231 13.484586 9.9080231 9.7983602 NA 8.8911749 6.9332894 9.8644025 10.6766816 10.4912852 8.0085782 9.2880464 6.4236151 9.9482402 6.9503634 7.0904364 9.5400329 5.6702540 5.2958589 8.5067566 8.8477937 13.2834222 8.8170969 13.1965031 6.8683003 11.5329666 12.0538774 15.6787774 11.0530544 13.9333345 10.5489340 0.5410192 11.3212388 10.9054718 10.9021852 8.5086790 7.9866771 9.2356206 10.0968397 10.0968397 11.4625630 5.4638055 7.8201962 14.7442714 11.2175172 9.4707239 6.2414112 9.6616422 NA 10.9279127 -1.0439433 12.4939562 11.4812762 10.6625059 10.62533789 10.18723106 7.51059883 7.39480136 9.17880476 8.31795386 5.85082692 12.34226580 2.65645061 13.37313719 12.80110786 8.07495118 9.01802905 10.64032023 3.95601017 -0.04394335 8.72749949 8.05404205 8.97421007 9.67710914 11.50723752 11.18422735 10.41800089 -1.04394335 9.87933742 6.80775934 9.03948910 10.99903720 9.56887842 4.12593208 9.84855268 5.16546178 8.47564630 8.93900349 5.72419458 10.86064449 10.42870070 NA 13.55388786 11.83693259 10.89264785 9.91093319 8.47170976 10.28636658 10.83635867 11.87395996 9.74114352 TCGA-CZ-5460 55 0 NA 1430 kidney stage iv t3b nx m1 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 3 3 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 1.24849e-06 4.508437e-07 8.2115890 7.2893236 0.4819189 9.2981522 9.4570999 4.1543969 7.9165967 10.6424703 10.8016406 8.8406196 10.2989521 10.4914473 10.6553333 8.1401800 NA 9.8240432 7.4592488 10.6950727 7.2468403 6.8128858 11.2270125 11.0401500 7.7880305 10.9643277 -1.5178745 1.0669502 10.7519718 15.8704652 9.5813164 7.3399497 9.2788193 9.4361648 4.6717915 10.2464254 10.5490667 8.6418397 9.7840362 -1.5178745 1.0669502 10.5796715 11.0152982 1.0669502 -1.5178745 8.0211271 12.1465269 11.7732831 8.1294268 9.1481926 9.4405212 10.9604854 8.6279008 8.8173588 -1.5178745 NA 8.4491949 10.3344980 8.0855946 8.2335128 8.7251426 3.4361618 9.8876418 5.8828484 7.1962136 2.4819705 9.9867875 3.5263568 10.3680461 9.7800310 8.6380517 1.0669502 -0.5180811 8.8689087 8.4563832 6.1330209 8.4186066 3.8038986 12.4924966 2.9202552 12.4689660 9.6975016 9.3813253 10.3985944 5.2234341 7.8128852 10.6853165 7.8461034 3.2368599 11.3249081 10.4134447 11.7440634 10.4585326 7.7035555 1.0669502 8.3707118 11.3255972 9.7263323 8.6816408 6.0365583 11.0499246 9.1867281 7.7580926 9.8295899 10.4412460 9.2484974 10.4646057 10.0030782 2.5694425 NA 6.7948512 10.7434758 8.6035021 9.8471974 8.1754552 10.5328375 7.0556154 10.4545893 -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 -0.141 -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 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 16-10-2014 male 2006 317 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 3 3 3 2 3 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 2.011456e-06 2.080817e-07 7.28646628 8.74010691 -0.33315253 9.64461467 9.52224548 5.10426117 5.89567585 10.75741135 10.54260717 9.11875579 10.18714902 10.05845937 10.13140351 8.55661526 NA 9.81787424 6.79614087 8.93051826 6.85668198 5.10426117 11.05774322 11.74511978 7.77886300 10.91126524 -1.91811503 3.03609887 12.08585230 16.13260484 10.91062677 7.52690998 9.70165665 9.09172390 2.08188497 9.69015009 10.22080696 9.39930784 8.93364433 NA 6.99178825 10.47769716 11.25760075 1.08188497 -0.91811503 8.74367350 12.50284237 11.65755270 7.57174354 10.47689381 9.03972294 10.85235269 9.04840077 9.58820286 1.25180997 NA 8.66873504 10.80278081 9.90963497 7.51025543 7.03609117 3.21118356 10.09800707 0.08188497 8.66026800 4.65175205 9.06773712 3.36730117 11.09643884 9.11875579 7.78233517 0.08188497 0.40381306 9.86284515 8.94840140 6.22144599 9.81998760 4.12628735 12.34252083 2.68003174 11.71102416 8.97595513 9.17861033 8.70211518 8.87142878 9.07057985 10.95687662 9.83845153 3.91478455 11.28279388 9.96109556 11.70073958 9.91952318 7.51860674 NA 9.01484818 10.76466164 10.23892631 9.18255773 2.66684747 10.76027535 10.16736445 7.13717765 10.30619843 11.46708360 9.14056344 11.07270836 10.11600638 2.93988476 -1.91811503 7.67061022 11.65542410 8.05774322 9.25682103 7.84178321 10.46775766 7.93364404 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 0.444 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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 82.47.0 NA NA 3 2 4 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4.855239e-07 7.1213947 8.4832620 5.7063565 9.7371376 8.1863505 3.1464923 5.4881776 9.5382112 11.3777900 9.8430940 9.7576382 11.2686447 10.6499007 7.9413499 -0.1265805 10.2394255 7.5623004 10.0282857 7.3383540 6.5221248 10.6703184 11.0784462 8.8874881 10.2723395 2.3759569 NA 6.8846944 15.4407503 9.2251431 7.0566897 10.1927634 9.5704350 3.5364384 9.4559233 10.2423378 8.3369921 9.6405484 NA -0.7114642 10.1519170 10.4860290 1.9889573 4.9750065 8.5623008 12.3353733 10.9219545 6.9467168 10.3888390 7.9413499 10.7402314 8.9591613 9.6797487 NA -1.7117005 9.0257525 10.9633594 7.8809622 7.8734675 9.0525474 3.4979572 9.7340374 0.2885358 3.9032118 6.7682849 9.2236702 3.9323636 10.9417980 10.1351708 8.2251428 NA NA 9.0861668 5.3328977 4.6978961 8.8874881 3.5739077 12.0123793 3.0136945 11.7372667 8.7355882 9.3779555 6.7763449 9.3191722 6.7063579 10.9622558 9.7126714 0.8734983 11.0974692 9.4912412 11.2231175 10.2986835 6.6722089 -1.7117005 6.6978961 10.8479945 10.1229761 9.4048491 4.2657819 10.9852553 8.8818961 6.7366630 9.6205417 11.4256564 10.1042887 11.3011296 9.8430940 3.9609287 2.0958569 7.4458517 10.6697776 8.6138105 9.5605516 7.8659337 9.4350737 5.2997319 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 -0.418 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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 82.47.0 NA NA 1 1 3 2 2 2 2 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 1.28317e-06 3.468028e-07 6.0218972 6.9753149 NA 9.9320012 8.5359880 3.5527828 5.9527133 10.3394765 11.6190718 9.7687206 9.8606165 11.0237057 9.3002304 8.4747345 -1.2022399 9.7437053 7.2532225 8.9932679 4.0073480 4.8959278 10.9355274 10.3187599 8.1565468 10.5132164 0.1198210 0.6052098 12.2140995 15.5391784 11.8454458 7.8827042 10.6921451 8.9796693 0.6052098 8.9310380 10.0684831 9.0200868 9.1444094 -0.2020740 8.2614203 10.0185765 10.6204666 5.0170623 NA 5.7047862 12.7845378 11.2304377 7.4650072 11.2383757 7.4843960 10.5747400 9.2293935 9.5565354 NA NA 8.9646866 11.9667245 8.7865804 7.0693585 8.0670223 2.8853596 10.3980410 4.4843960 8.4782551 1.2573124 8.2346072 3.4417490 11.5539308 9.7823142 7.7315865 -0.6170561 3.8639880 9.5134288 12.1132576 4.7286335 9.1248869 6.0971030 11.9109054 1.7124637 11.1495252 9.7366815 8.4667809 10.1702168 8.5121411 8.6805389 10.9380865 9.4015221 1.8853401 11.5239010 9.5577840 12.3625812 9.5697979 6.8007110 NA 8.7629587 10.3565173 10.4036068 8.9721972 2.0458274 10.6605331 10.6078890 4.7978949 10.6469098 12.2430400 8.3724894 11.0661454 9.6414243 4.8959278 -2.2022399 8.5181401 11.0886346 7.9514479 9.5082718 6.9400023 10.5792555 7.5393628 8.9148895 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 -0.721 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 10.102247 11.660146 13.353533 9.987103 8.751365 11.786758 4.605251 1.797885 5.655876 4.885360 11.395832 8.376533 5.498337 9.779877 8.850987 9.345754 12.094238 5.637100 10.907237 7.498335 8.384735 9.297836 9.621239 8.500934 7.716759 10.541258 12.995880 10.1391366 10.4563304 NA 8.6805389 8.1869893 10.5615231 9.5313349 11.5468224 7.7418755 9.2299157 7.9963407 8.8880083 7.1332861 7.1198241 8.5693851 5.1016753 2.9271759 8.3837972 9.5862063 12.7960014 8.5435701 13.7252108 6.6490823 7.6212629 8.5792556 15.0783131 12.2547635 14.9793101 11.1904815 -0.6170561 9.4417520 11.8545335 10.9721973 8.2157485 9.1248869 9.8000075 9.3283022 10.8710331 11.2810805 1.7047835 4.0073480 13.8686169 11.4196043 9.2120525 8.1119124 8.1050966 NA 11.8693581 NA 12.5164822 12.0080298 11.4529792 10.339476 9.860616 7.090217 8.257327 8.851822 8.962174 4.007348 12.360246 3.190220 14.199459 13.126956 8.477376 9.827759 10.937287 4.045827 NA 8.808424 7.055284 9.241357 10.236168 10.604647 11.605653 9.275654 0.119821 10.276413 4.397810 9.060578 12.267855 10.366802 2.498327 10.057051 4.240841 8.888670 9.513429 2.321466 10.938086 11.675084 NA 13.162954 11.783204 10.992191 10.403607 7.605251 9.957136 10.126851 10.951617 9.849176 TCGA-CZ-5464 69 0 NA 1740 kidney stage iv t3b nx m1 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 82.47.0 NA NA 1 3 3 3 3 3 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 8.21390325 8.52137784 5.73366888 9.22684903 9.80141316 5.70782845 8.08433326 10.74694581 10.54558947 7.97303376 10.20777038 10.31078442 10.51859366 8.01578355 NA 10.03928510 8.20930616 10.23817614 5.33279027 6.47744744 10.83711155 11.53797140 8.49266038 10.75504571 -1.66703434 3.72510854 8.74747434 15.97411411 10.78116354 7.76533119 9.47553444 9.88064757 3.65472194 10.14456520 10.38908814 9.28188622 9.45949351 NA 3.33279385 10.58811279 11.12415550 6.43082050 NA 8.90074517 12.68331396 10.67791710 8.07594063 9.96760007 8.74111874 11.25574508 9.52137784 9.56100644 2.58072438 NA 8.46207196 10.49486568 8.53246152 7.74853100 7.05388788 4.74217872 10.04832216 5.07425709 7.98024756 4.39887705 9.67041106 4.99100023 10.56280956 9.37923106 8.82062926 1.65471049 4.23968063 9.66538513 10.86611879 7.91210492 8.80547981 5.04703664 12.05506296 3.51269464 11.69212686 9.20392423 9.83959260 5.36621379 8.74535903 8.02975654 10.68400438 9.22305348 4.46207196 11.13772675 10.41826154 11.79822796 10.26093729 7.04359604 -0.08222456 8.16251167 10.67513607 10.00211712 8.34820409 4.35405010 11.02431455 9.57476040 6.76741777 9.80750901 11.04875107 9.44261968 10.89192713 10.22267320 5.18703529 -0.08222456 7.03669234 11.41410609 8.36207620 9.63771076 8.08600562 10.67569713 7.01226920 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 0.000 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 10.416933 11.945197 9.746417 10.071304 9.644537 11.927813 3.332794 3.759049 8.045316 5.910217 13.280198 9.375358 10.142557 10.030539 8.434883 8.162512 9.591944 6.954841 10.316139 10.417265 8.104278 8.486341 10.632524 7.618192 6.832634 10.815093 12.193585 10.0772025 9.9050155 1.3327938 8.7379304 7.0607100 9.7855452 11.2466135 10.9714512 8.8276447 10.2150500 7.3495970 10.2679542 8.0140277 8.0759406 9.7865741 6.5126978 7.5901768 8.6648256 9.3419179 12.6759054 8.8034479 12.6099312 7.4348700 11.1737636 11.1310584 15.4744173 11.5919439 14.1557084 11.4638422 3.1907729 11.4273617 10.5664088 10.5008343 8.6170347 8.8054798 9.2411816 9.9368789 11.5475635 11.8017936 7.2154320 7.1174239 14.5412894 10.6870385 10.0972460 6.9838407 10.0598587 0.9177754 11.5469564 -1.6670343 12.6781943 11.5067285 10.5158041 10.746946 10.207770 7.064108 6.377183 8.672639 9.012269 5.332790 12.750174 2.917756 13.193294 12.220581 8.844542 8.495797 10.222293 6.133689 -1.667034 9.255374 8.005215 9.565210 9.686487 11.512698 12.988711 10.986978 1.917737 9.368276 7.087677 8.940119 11.180434 10.171599 3.917756 10.494236 8.663706 8.059007 9.665385 6.482537 10.684004 11.155360 -1.667034 12.835372 12.931016 10.516735 10.002117 7.438698 11.041226 10.736334 10.971696 10.298747 TCGA-CZ-5465 76 0 NA 1446 kidney stage iii t3b nx m0 16-10-2014 female 2007 NA NA 100 kidney clear cell renal carcinoma yes NA NA NA NA 82.47.0 NA NA 3 3 1 2 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 6 0 0 0 0 0 2.705062e-06 6.589254e-07 5.7068786 7.5071794 -1.9725628 9.7684449 9.1733313 4.3311821 7.0553052 10.5602422 11.7438972 9.3116450 9.9794125 10.5651030 10.9969657 7.5411268 NA 9.5257498 6.9161422 11.0335500 6.4950043 5.1463416 11.1426055 10.1730130 8.1280614 10.4846057 -1.9725628 1.3493087 8.2906686 16.7691789 9.4084013 7.1541042 9.8331431 8.6254517 4.6998237 9.5680116 9.7287057 7.9069826 9.5162435 NA 6.6603939 10.4706018 10.9104243 2.1148667 NA 7.7399264 12.7416448 12.2779197 7.8379710 9.3755740 9.4899015 11.4865747 10.1796841 10.0697426 NA NA 8.4868310 10.8383724 10.8671936 7.7399264 7.3081697 3.6998292 9.8908112 6.8571226 8.8234389 2.4197276 8.4950047 3.4197142 10.9978647 9.8503683 7.9146201 -1.9725628 0.6123997 8.7755922 7.9522118 5.8977632 9.1675900 5.1148626 12.3448825 5.0599393 11.4460425 9.8724971 8.6998247 8.8371675 9.6820353 8.5538984 10.5546318 9.7269717 0.3493653 11.2668486 10.0535768 12.7470020 9.9244883 6.4661915 -1.9725628 9.4718965 10.5619672 9.5810286 8.5102072 1.6123525 10.5636465 9.4975293 6.4620278 10.4791255 12.1822174 9.3481999 9.6820353 9.9801404 4.2753274 0.8347921 7.2988626 11.2128942 8.5430991 9.8038323 7.3915340 11.6446371 7.4950051 9.5963053 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 -0.547 -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 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 16-10-2014 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA NA NA 82.47.0 NA NA 3 3 3 1 3 2 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5.548845e-07 8.31464170 8.42448881 10.54126731 9.19449636 8.93715692 5.03322916 6.07695024 10.79385923 10.64703239 9.64567212 10.12850414 10.72768047 9.87582091 8.20807776 NA 9.11938549 7.17576809 9.64021764 7.31919972 8.04428373 11.07493005 11.44783275 7.24926613 11.51911878 1.59583780 7.34625132 12.36827555 16.56792824 10.78317555 7.58450783 9.65561855 9.80608895 5.03322916 9.97447955 10.77945886 8.67263926 10.04014818 NA 2.59581394 10.36676261 11.64158315 4.84375275 3.53442273 8.47642746 12.21772274 11.57929218 7.72853755 9.52656086 6.97664546 10.58071656 8.62188594 9.49769599 3.65472194 NA 8.50070885 11.12947770 8.59394382 8.19076991 8.65291272 3.18078439 10.01226920 3.47028956 7.36841304 4.89350298 9.61170318 3.71129666 10.64385619 10.25878849 8.57881723 1.01085143 2.47030258 9.18703405 7.59582363 7.23967967 8.62557078 5.47029282 13.75380194 2.39489822 12.04256220 9.75905377 9.48963064 7.73878135 8.72338791 7.76908407 10.88315111 10.86065698 4.25879025 10.95337547 9.89426801 11.66907249 10.21175959 7.01086150 0.01092303 8.43712576 10.93656374 10.06478681 8.58450821 3.01086933 10.98957147 8.91159212 7.85635082 9.49266038 11.07728660 10.03045168 9.73366854 10.02697278 4.01086038 -0.98907697 6.98814045 11.39348501 8.25403511 10.08634021 9.80202386 9.89503158 6.83180632 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 0.332 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 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 16-10-2014 female 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 1 1 1 1 1 1 2 3 3 3 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5.7165355 7.5751467 -0.5872727 9.5028674 9.9659043 4.6795420 6.0780910 10.6298039 10.8176305 7.8660258 10.3192698 10.5107871 11.2327345 8.6475725 NA 9.7391845 6.9046081 9.6409724 6.4351235 5.0126670 11.3985970 10.6397692 7.7188164 10.5296091 -0.5872727 2.1132004 9.0664958 16.2398930 9.1957533 7.3756511 10.0842960 8.3985971 2.5002157 9.6701428 10.3770959 8.9749976 9.4801894 NA 5.0992573 10.3045388 10.5685220 0.4127273 NA 8.3756511 12.4524452 12.2179951 7.3464455 9.9494880 8.5420382 10.1891881 9.3662241 8.9421855 -1.5872727 NA 8.4544140 10.9511865 8.8200229 6.6075123 7.5134173 3.2707382 10.0370936 5.4680358 8.0602133 0.4127273 8.5851826 4.0566095 10.8657684 9.6517567 8.4323456 NA 2.5826764 9.5516667 4.2953998 6.4461785 9.1676424 5.3075742 12.5408299 5.4197276 11.9843892 9.2329341 8.4141630 8.1809395 8.2645041 8.6946852 11.0189289 10.5558193 2.8050654 11.5439689 10.0297633 12.3105060 10.0687329 8.1010055 NA 8.9096087 10.7539347 10.2460405 8.6258593 0.9976898 10.7523267 9.2262718 6.2204964 10.0948718 11.4997205 9.0789791 11.3598440 10.1385473 4.0566095 0.4127273 7.2201103 12.4082572 7.6319235 9.1131947 8.8018487 11.3064358 6.3611227 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 0.603 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 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 16-10-2014 male 2007 45 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 3 3 2 3 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.398668e-06 1.109769e-06 6.4750168 6.2657538 NA 9.0209013 9.2788887 3.9438276 6.9482165 10.6179745 9.2988003 7.0660537 10.3184407 10.1963753 11.1857213 7.1936032 NA 9.5834527 6.4254778 10.1679446 5.2727735 3.8342056 10.4946659 11.5225431 7.8739854 11.0331756 -0.4136916 8.9138259 7.4317633 16.6548101 9.7187729 7.5692670 10.5852162 9.0051799 2.0456876 9.1731129 10.6141792 9.9785906 9.4278377 NA NA 10.5021527 12.3716235 NA NA 6.5520573 12.9346556 10.2940638 9.0851224 9.3561110 7.7385578 11.9338946 9.5448260 8.6442651 NA -1.4138838 9.0548973 9.3815012 7.0083379 8.6401990 9.3039497 4.4689156 10.1702961 0.1712068 0.1712068 -0.4136916 9.0261040 4.4931670 10.2197226 9.7555720 7.8483682 -1.4138838 1.5862603 8.9171901 7.8991563 5.4064516 8.3790634 5.6843054 15.3221069 3.2068620 12.3058760 10.4593328 10.5689103 8.0538787 5.7461434 7.3141935 9.0920848 10.3009480 3.6737373 11.7107177 10.2560441 11.0559150 11.7173263 9.8090681 NA 8.5302530 11.5741714 10.0431409 7.0700887 6.1637020 10.9244525 7.3643501 7.6114129 9.9651100 10.0589641 10.3082268 12.4663350 9.4841188 3.4931605 NA 6.2657538 11.6093345 7.2409096 8.9818073 8.7039164 10.0333565 4.4442562 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 0.409 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 0.409 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 16-10-2014 male 2007 NA NA 90 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.47.0 NA NA 3 3 3 1 3 3 3 2 4 2 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.317851e-06 3.121225e-07 7.170806 6.839185 5.918040 9.108286 8.890929 3.685380 8.985504 9.991594 9.529196 7.682371 10.707008 10.527102 10.913557 7.697353 NA 10.058680 8.745716 10.472412 4.363451 5.436702 10.983977 10.165430 8.120564 10.956560 1.363451 2.478920 7.820148 16.243753 9.031155 8.185757 9.448260 9.949041 4.204751 10.668374 10.339777 9.009711 9.865952 NA 1.100439 11.191588 11.728681 NA NA 8.760057 11.719720 11.344068 8.266329 8.609797 8.063892 10.939306 7.894834 8.582620 -1.221623 -0.221455 8.582620 10.157868 8.125003 8.248131 9.092506 3.170806 9.308896 2.865958 8.475457 4.928238 10.984588 4.026419 10.656540 10.854637 7.715127 -0.221455 4.968312 8.837834 6.533376 6.153530 7.825613 6.715127 14.324691 4.083732 12.537858 9.032337 10.075406 8.198449 10.035877 7.726856 10.639576 10.641127 4.928238 10.923466 10.556156 12.076122 10.408301 9.452682 NA 9.073110 11.235419 10.308408 6.691379 2.478920 11.541079 6.827684 7.433126 9.751469 10.805704 9.890277 10.939936 10.549153 2.948414 NA 5.697354 11.403285 8.183631 8.978162 8.321521 10.517848 7.667233 11.845083 -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 -0.272 -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 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 16-10-2014 female 2008 0 NA NA kidney clear cell renal carcinoma yes NA NA NA NA 82.47.0 NA NA 2 3 3 3 3 2 3 2 4 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.109769e-06 2.42762e-07 7.85512512 8.25450570 0.68920969 9.23147129 8.76709693 3.53720908 6.88298534 10.15232883 10.69483772 8.30245021 9.83336150 11.24859028 9.54532748 8.47972449 NA 10.18426876 6.71601277 10.00888531 7.63874795 6.78091241 10.56542315 11.59550254 7.40070784 10.53673415 1.53719665 5.01114226 8.34742471 16.69973254 11.43404702 7.34169939 9.71490643 8.82978742 4.29802040 9.96859163 10.53062024 9.17705321 9.55649188 -1.63262893 4.89084549 10.56971503 11.01856109 1.95225901 -1.63262893 7.40894448 12.23736077 12.42417676 8.41985318 9.35738903 9.71213575 11.32927729 8.95880730 8.29506314 NA NA 8.48232879 10.92019428 8.55957785 7.41985318 7.05027966 4.12217572 9.99436291 2.68920969 7.08838439 1.82672135 10.47809462 4.22526722 10.50267371 11.21140237 8.28316431 -0.04781556 4.57673980 8.91417940 10.22020466 4.82671626 8.63524216 5.45474838 12.60023058 2.83650992 12.98021116 8.82942941 9.93761525 8.78091306 8.83794387 7.06077158 10.75503318 8.37290945 3.12217572 11.88150598 10.35277132 11.86874911 10.29395174 6.52715637 0.36725922 8.06945782 10.87661471 9.75098930 7.98199475 4.72483578 10.57277288 9.09039140 6.95539999 10.11673552 11.85135271 10.38130555 9.84858007 10.06425262 4.57068150 2.06774196 6.68921248 10.84301850 8.40070827 9.06164310 7.49398991 9.71877653 7.50427636 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 -0.522 -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 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 16-10-2014 female 2005 NA NA 100 kidney clear cell renal carcinoma yes NA NA white NA 105.43.0 NA NA 1 1 1 2 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1.109769e-06 4.161634e-07 5.535300 7.386263 7.113121 9.498775 10.066278 5.789403 6.389223 11.092842 11.228736 9.040627 10.155453 10.652319 10.960571 9.708191 -0.541618 9.690306 6.807213 10.019296 4.982049 5.909696 11.564066 10.298476 8.076871 10.518364 -0.541618 1.265857 10.002000 16.131111 10.968755 7.600592 11.088980 9.724100 1.265857 9.277866 10.407582 8.659384 9.199109 -1.541618 3.850799 10.623392 10.424991 2.265827 NA 6.775897 12.967147 11.645218 7.778157 9.717640 9.918941 11.603303 9.893634 9.392176 NA NA 9.116697 11.252292 9.360106 7.638394 8.902465 2.628400 10.423909 3.158919 7.395123 3.102339 8.054675 3.587773 11.527767 9.843808 8.634658 NA -1.541618 9.467614 10.989379 5.762266 9.422104 4.239849 11.971596 3.283759 11.114687 9.345706 9.514445 8.960322 2.458487 8.063964 10.928636 10.269860 2.982054 12.063038 10.124265 11.721608 10.137965 7.483625 NA 8.512411 10.746974 10.719699 10.023111 0.458487 11.206259 8.758792 4.608230 10.387003 11.420839 9.200795 11.399349 9.818784 3.587773 NA 8.003449 12.240050 8.600592 9.414135 8.210029 10.624648 7.682487 8.779286 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 -0.261 -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 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 16-10-2014 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 105.43.0 NA NA 3 3 3 1 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 9.710479e-07 4.508437e-07 7.85454803 9.81172886 5.63968366 9.18017596 9.10431595 4.63009672 7.38427089 10.69589823 10.90956747 8.22941392 9.60645981 10.87346065 10.77141997 7.67740183 NA 9.42295156 7.97870646 9.64861176 6.70048550 6.28391992 11.25458708 11.99758375 8.59849436 10.58495320 -0.59880645 6.42918410 8.21024176 16.10865685 10.61164445 7.60584839 11.30722854 9.10690993 2.72320904 9.53954929 10.28506636 9.05501828 9.78983308 NA 6.00118973 10.77414256 11.03767557 -0.01377112 NA 7.75662837 12.87796043 11.64027924 7.24362815 11.01621737 9.26701066 10.80588693 9.52733664 9.74723717 4.37856017 NA 8.58491291 11.24676755 8.46602016 7.51762136 7.23100032 4.35431110 10.14147992 4.04513713 8.76759985 5.16946006 9.26003554 4.61072959 11.06082750 10.03744894 8.38141706 NA 3.98623798 9.27702674 11.64920502 6.16282835 9.12408511 5.05948940 12.68834052 3.31870729 11.23594606 9.73443291 9.24048130 8.70391637 8.69359916 7.68667980 11.16966862 10.77875921 2.10171730 11.62723802 9.70676934 11.71401866 10.12877257 8.07723445 NA 8.25458696 10.69234455 9.93995145 9.60523726 1.20864211 11.01299396 9.12912148 6.19569406 9.95969815 11.50095404 9.21586009 11.00652553 10.21425694 4.68667980 0.40130279 7.26546409 10.77848803 8.66571999 9.35401880 9.49601507 10.16324423 6.46736590 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 0.386 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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA 3 3 1 1 3 1 3 2 NA NA 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 1.387211e-06 4.508437e-07 7.4190391 9.8810001 3.3564256 9.5061739 8.2015123 3.9871935 6.2095859 10.9003317 10.9367765 9.1687594 8.7117069 11.2648678 10.9275066 7.8368589 NA 9.6159422 7.9644731 9.5231163 5.9179305 4.7945458 11.0127940 11.2406466 8.5658801 10.0576583 3.3091180 -1.5977144 8.3951686 15.8180218 10.0693421 7.8718726 10.6713572 8.3314889 0.4021764 9.2664167 10.3432781 8.9577782 9.6376465 NA 3.7241591 10.4421777 11.2138059 4.3329657 1.8616775 6.1369399 12.9328807 10.9070494 7.0781871 10.1794858 7.3151197 10.9092818 9.3852242 9.7398523 -1.5977144 NA 8.6760262 11.7802543 8.1078631 6.7509588 11.1011522 3.7370810 10.1757818 3.7241591 7.4411498 4.5107531 8.9806032 5.0746553 11.4399490 9.9399343 8.3240716 -1.5977144 5.0021444 9.8462100 9.5576812 4.9257906 9.3556995 5.5621020 12.3004540 2.0814419 11.1028869 9.2508534 9.8036434 6.8368583 9.6454045 7.5237642 11.0501386 11.2236059 1.4022310 11.4143312 9.6501580 11.5451352 9.7701911 6.9218671 -1.5977144 8.5671374 10.6459281 10.6777730 8.4301364 4.9251639 10.9829601 10.1297255 5.9020760 10.2059580 11.9769423 9.2192140 11.3855804 9.8263967 5.4747637 -1.5977144 7.7309055 11.0617804 8.6795177 10.3575171 9.7542739 9.5821395 7.0388554 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 0.000 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 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 16-10-2014 male 2006 373 NA NA kidney clear cell renal carcinoma yes NA NA white NA 105.43.0 NA NA 1 1 1 1 2 2 2 3 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 1 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 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 6 0 4 0 0 0 0 0 0 0 0 0 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 1.317851e-06 4.508437e-07 5.8368861 8.0083087 NA 10.0467043 9.2565515 4.1398133 6.8436121 10.9235561 11.4011963 10.0503428 9.9108028 11.1387887 9.9985483 8.6934720 -0.9045481 9.4071679 7.1615088 9.9704009 4.0954181 4.7958604 11.5479182 10.8280110 8.9962865 9.4452537 1.0954519 3.9027779 9.2590693 15.7784964 10.7775363 7.6803820 10.7651904 8.7265966 2.0954181 8.8734967 9.3622062 8.4529718 8.9932651 -0.9045481 7.8800543 10.2221240 10.3721256 3.0023065 1.6803694 7.4263360 13.2118448 11.6904439 7.5258723 10.5691253 6.9092007 10.8360436 9.3516283 9.9298907 NA NA 8.5670948 11.8794409 9.0769868 6.3715432 8.9565066 3.4173530 10.2208331 5.1828829 9.3409723 1.6803694 7.3668826 3.1828829 11.6626627 9.9650134 8.4877372 -0.9045481 1.0954519 9.4562667 12.6904439 4.4529710 9.2221240 5.7392757 12.1965746 4.0209466 10.5074601 9.6471278 8.4397154 8.4218490 8.4037585 9.3854384 11.4221299 10.3802436 1.9027682 11.3874536 9.7651904 12.4455300 9.0826837 4.6803806 -0.9045481 9.2130627 10.1768298 10.5211600 8.5445681 2.5548589 10.6022230 9.7419782 4.2653469 10.3230355 12.7830139 8.0669632 10.5248263 9.9909948 3.6189786 NA 8.7428780 11.4896143 8.5174844 10.5419860 7.4263360 10.1150103 8.3385933 8.4330416 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 -0.645 -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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA 3 3 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.317851e-06 4.161634e-07 7.4682265 8.0863560 8.6761676 9.3180861 7.9687520 1.4570164 7.6713181 10.5054860 10.4605170 9.4428411 10.0096682 10.8178462 11.0038936 7.3877365 NA 9.8737966 7.1712449 9.1967796 7.4569991 5.0115896 10.7237857 11.4235046 7.8320387 10.7906353 2.7789234 NA 10.6609588 16.5618538 9.8947512 7.0569119 10.0344280 8.7834285 3.5444607 9.9538529 10.2350763 8.9428285 9.9387986 -0.5430887 7.8101462 10.8140012 11.1210019 NA -0.5430887 8.3273640 12.1395549 11.5914254 7.2514152 10.3728786 9.2432687 10.8503896 8.1080508 8.5681347 -0.5430887 NA 8.1187771 10.8024044 8.6492921 7.7331238 10.1565716 2.0419789 9.7001732 2.2643563 8.8895411 8.9746684 9.7879159 3.8493188 10.7567795 10.5122815 8.4738076 NA 1.4570164 8.6858179 10.1857699 9.6882202 7.7143870 5.1008557 13.2446977 2.1529946 11.9268953 9.2755812 8.9040824 9.2334323 8.0827079 5.9327321 11.5713922 10.6918165 2.4569901 11.3873668 9.9785995 11.2823555 10.2416339 8.4485211 -0.5430887 8.1883183 10.9575871 9.9428284 8.6492921 2.2643563 11.1120826 8.3818116 5.7968495 9.6882202 11.0489889 9.3396423 12.5146525 10.0391411 2.6269297 3.7789234 6.4569999 10.7873558 8.4285427 8.9883805 7.3024890 9.9133535 6.1574379 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 0.000 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 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 16-10-2014 male 2006 693 NA NA kidney clear cell renal carcinoma yes NA NA white NA 105.43.0 NA NA 1 1 5 2 3 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 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 5.9251568 6.0282509 6.4921977 9.4706227 10.0329075 3.1702776 5.3200189 11.2064438 10.5184450 9.0344562 10.1454016 10.8488703 10.7161999 8.3225551 0.1703097 9.9622469 7.6740962 9.5807216 5.4921993 5.4370579 11.1929847 10.0329075 8.2577329 9.6671240 2.1702776 2.7552294 10.9995965 15.8306840 11.8291511 8.3650271 11.6560995 7.9936376 3.8141300 8.9872538 9.3212866 9.8050812 8.9516298 -0.8298185 5.9117371 10.3174751 11.4317775 3.5625844 -0.8298185 9.7467545 12.6771975 8.7996268 7.6419455 10.8827972 9.2590585 10.8378252 9.1069081 9.2787946 -0.8298185 NA 8.8981905 11.1428910 10.6903977 6.0891337 8.5754118 2.8707001 10.2517536 4.3797249 7.7210171 2.7552294 8.2417325 7.4510413 11.2136393 9.4751919 9.0421754 NA 2.1702776 10.1032230 11.9104726 4.5965357 9.5944364 5.5625874 13.6136023 2.9672793 10.6631248 10.1561122 9.0801633 10.2669854 9.3662575 8.1814972 11.3370609 9.1730852 0.1703097 11.9624504 9.4989451 11.4393968 10.5512723 7.4556724 -0.8298185 10.7424966 10.4096479 10.3687152 6.9184626 2.6297063 10.4927617 9.3588219 5.0282509 10.3014841 11.4840035 8.4229356 11.4101670 10.0718914 5.1702696 NA 7.3200171 12.7043298 8.2630274 10.1105838 8.3072614 10.9363849 7.3351768 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 -0.508 -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 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 16-10-2014 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA 1 1 1 1 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 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 9.016873e-07 4.161634e-07 2.9105024 9.5304598 0.1031283 9.5018907 7.9201307 5.3699340 2.5625721 10.0946688 12.3433420 8.4000631 7.4781864 10.4407688 9.4900871 7.6423059 NA 8.7613584 4.7755721 10.4557422 4.9611278 1.1031283 10.5330767 9.6009987 9.4965374 5.7896484 3.0100458 -0.8967374 12.2818118 13.3718351 10.8173925 9.0025039 11.8312800 7.5666713 1.1031283 3.6881132 5.9486359 10.0616997 6.0220104 NA 7.5125382 7.9673329 9.3451300 3.4954649 NA 7.1031472 11.4560180 10.6601319 5.5788814 11.3223154 9.3283543 8.7702585 9.6701524 9.7224498 NA NA 7.0160360 11.6510054 11.2233848 0.1031283 4.2324305 4.2714705 9.1759494 2.5625721 8.1310528 4.6267078 2.8035784 4.1031451 12.0115396 8.4363022 7.2979040 1.1031283 3.3510770 10.8688474 10.0587969 -0.8967374 10.2604938 3.7470006 9.6384223 4.7590706 8.2805666 9.5072240 7.5990023 4.7470006 9.1296704 8.5104149 12.6816376 6.3605346 NA 12.0879214 6.1475408 12.1831316 10.4863112 -0.8967374 NA 9.3427454 6.2220877 10.7931449 6.2011790 0.1031283 8.1611384 7.6653892 1.1031283 11.7883337 11.9201306 9.5758378 13.3983419 8.8105061 4.3510770 2.8035784 8.3931656 11.7602420 9.6109416 8.3954686 8.2090556 10.4374202 9.4900871 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 -0.453 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 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 1329 kidney stage i t1a nx m0 16-10-2014 male 2007 NA NA 90 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 3 1 1 1 1 1 2 1 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5.88393356 6.31046737 1.72552305 8.66130068 10.99362823 5.29319021 5.12760439 10.70114728 9.38167359 7.61858886 10.51527051 10.31368325 10.85257718 10.70931201 -1.08191913 10.00627474 7.55114453 9.41699825 7.83998981 7.56200501 11.17347277 10.05449945 7.16132339 10.87766934 -0.08191913 1.50309427 9.45536750 16.54192346 9.34964681 7.81296664 10.20123748 7.27570084 1.91815722 9.70523546 10.86906949 8.35277750 9.95500949 -1.08191913 4.08807374 11.17081451 11.31715995 1.50309427 NA 9.07675869 12.23937259 10.38116254 8.49368816 9.31902852 8.17789239 10.99963252 8.10302443 8.67136592 -1.08191913 NA 9.07170127 9.72952388 8.71418884 8.22421058 7.87234552 2.37756801 10.10797367 1.72552305 6.88969256 3.67303624 10.01420533 3.44170922 10.35642116 10.97241422 8.79159335 NA -1.08191913 9.62291736 10.22478047 8.92236943 8.90683379 4.16607268 12.85395874 2.82696535 11.77321225 9.07549600 8.87379905 8.28228365 6.47273795 7.86651610 10.72106927 9.71418867 3.24007004 11.76422708 10.54111608 11.56987355 10.93251832 8.52547931 NA 9.87234537 11.02246283 10.34336507 7.78233517 5.10797236 11.60967454 8.16132289 5.69950999 10.09619147 11.18171177 9.89471319 11.82485185 10.02143697 4.20355356 NA 6.25799874 11.93756608 7.14696776 9.25911192 9.30831809 10.72831901 7.34441398 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 -0.705 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 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 16-10-2014 female 2007 NA NA 100 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 1 1 6 2 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 8.323268e-07 4.855239e-07 5.92470088 7.41358731 1.83725704 9.00429716 9.24298685 3.48931172 6.48109385 10.75950333 10.26769005 8.94277194 10.22155873 10.59260205 10.43395978 8.68093438 0.02984156 9.92242548 8.00142621 9.87144695 6.28727096 5.73032204 10.79433959 10.56515798 7.50561627 10.96097094 1.61485116 1.83725704 10.85762222 16.84862079 10.71331588 7.18470082 9.88708609 9.89716130 2.48931172 9.88085079 10.63813739 8.04390330 9.62420729 0.02984156 5.36973169 10.76670729 10.68630748 3.93676984 -0.97001713 8.26828747 12.34163093 12.47593202 8.02423600 9.13709976 8.87066063 11.29461839 9.08245059 9.12131800 0.61485116 -0.97001713 8.23200641 10.89831940 9.12396023 7.99277863 7.59973807 2.48931172 9.82348587 5.19980581 7.48520944 3.11734596 9.70407482 4.93677455 10.44086387 10.59641239 7.78477028 0.02984156 2.19981366 8.54163525 12.54175877 9.16173958 8.51772253 5.88786397 12.47075177 3.70344405 12.08787431 9.08333332 9.14492637 8.15658724 7.48931412 7.50966259 10.41034365 9.36415589 3.42220608 11.45378639 9.96283543 11.92791708 9.72598070 8.16173958 NA 7.90946591 10.95448358 9.11070019 8.16430911 2.19981366 11.50054146 8.34049551 6.04110934 10.05916989 11.50485597 9.35181072 10.27840323 10.31007343 2.83723685 -0.97001713 6.09597082 11.52923024 7.68809431 8.99566682 6.94874567 9.71550750 7.07973117 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 -0.352 -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 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 1470 kidney stage i t1a nx m0 16-10-2014 female 2008 NA NA 100 kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 90.39.0 NA NA 2 2 5 2 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 4.0009194 6.1514834 3.1644162 9.2707048 9.6727831 4.5858879 5.9936925 11.1818273 10.1859932 7.9401503 10.8759664 10.3418419 11.1547290 8.0575071 -0.6429548 10.0378665 8.2458108 9.5450380 6.1962706 4.7146192 11.6318824 8.9827763 8.0470655 10.4364955 2.1644323 2.8806268 9.7869972 16.1346631 10.5801641 7.9000994 10.4011199 11.9072129 2.6049964 9.4157356 10.3904905 9.4251739 10.1318545 -1.6429548 0.9420077 10.4086162 10.6891040 NA NA 11.2962793 13.0623218 12.1275249 7.3457521 10.8018235 7.9973122 11.4943788 9.8256915 9.0583739 -1.6429548 NA 8.2937052 11.6366780 11.3332735 7.2088167 7.3343475 3.9420265 10.4231566 4.1644243 -1.6429548 2.3570734 8.8093086 1.3570452 11.6326100 10.0820076 7.7321070 NA 2.3570734 10.1518894 7.1579673 10.9281090 9.4150591 7.7728094 12.7022647 3.8089410 12.0964261 8.6482382 9.0514254 10.1404750 9.3039736 9.0756003 11.8145766 12.3393480 4.6424705 10.8489205 9.9855130 11.8078920 9.6020259 8.4352181 NA 10.3616391 10.4127057 10.7590136 9.3647956 -0.6429548 11.1435413 10.3501898 5.7664574 9.8820987 12.0826467 8.8328008 12.1618035 10.3192405 3.4321711 NA 7.4150589 11.7667236 9.0943147 10.1652272 8.0117036 11.1869883 7.4069975 9.6608482 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 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 16-10-2014 male 2009 370 NA 100 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 1 2 6 2 3 1 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 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 7.7389184 7.4414246 7.8314675 8.6043987 9.8516358 4.1084408 5.8783207 10.4336025 9.9835408 7.4117533 10.1421466 10.4637359 10.5156545 8.5762557 NA 9.7389184 8.3088682 9.7779623 7.0991637 5.1084408 10.6653894 10.7374241 7.6271698 10.4293748 -1.1769029 8.4432589 9.2834949 16.3273459 9.5903958 7.4414246 11.6410219 8.9197542 5.2824695 9.6957139 10.5165260 8.4023551 9.7692142 -1.1769029 3.0709732 10.8300662 11.0361432 -0.1769029 2.8230360 10.3529575 12.1030848 11.4501168 8.0804269 9.3038291 7.9315637 10.9526440 7.9289476 8.3347917 -1.1769029 NA 8.0446264 10.0668081 9.4857074 7.9471606 7.9157963 2.5234867 9.7815917 4.4079985 6.5978261 4.0324888 10.4740907 4.6559299 10.3607427 10.9390580 8.6716621 NA 2.1449600 9.3208908 6.0128636 10.6376215 8.3660708 5.1980776 13.6816514 2.8621736 12.3857584 8.6887724 9.1325154 10.0458339 6.9157957 7.4919236 10.3138899 9.8258540 3.2824695 11.7293660 10.0821938 11.9601903 10.1706604 8.5879106 -1.1769029 7.8756068 11.2332068 9.8653824 7.2618307 8.6221261 10.9419801 7.5959146 7.0128636 9.7873799 10.6704879 9.8850852 11.0685917 10.3871885 4.1449682 NA 6.0029477 12.0107004 7.9445727 9.2783663 9.6646034 10.4234166 7.0470410 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 -0.285 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 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 16-10-2014 female 2009 NA NA 100 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 1 1 6 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6.3434611 7.9239639 4.6546647 9.1754136 9.8113686 3.1121330 6.3633603 10.9494208 10.2676140 8.4681568 10.1175162 10.7039426 10.6580235 9.3886648 -0.4113873 9.5843410 7.9614387 9.8559456 5.3699340 6.4340644 11.1104196 11.1486677 7.7023161 10.7039198 0.9105024 1.1735112 9.6673917 16.6409083 10.1754136 7.1393201 10.5507468 9.5089266 1.7585164 9.7584987 10.5683562 8.6813308 9.8022855 -0.4113873 4.0804274 10.4693052 10.8808954 2.6760417 1.1735112 8.1697742 12.6676418 11.6948095 7.5715676 9.5449499 8.6150973 11.0263258 9.2224771 8.9127543 NA NA 8.6693914 10.9838401 9.1716564 7.2467852 8.3198929 3.1735432 10.1180043 5.4087526 7.8053195 1.1735112 9.3105274 5.0148373 10.9141603 10.1565299 8.3367667 -0.4113873 1.5885647 9.7049178 10.5576005 7.7433918 8.8739759 4.9979653 12.5702302 3.9436588 11.8926398 8.8978340 8.9395128 10.4059572 5.0315187 7.0190258 10.8209947 9.8923544 3.1121330 11.7286046 9.8335321 12.0861761 9.7503355 8.0459546 -0.4113873 8.2872784 10.6501170 10.0854276 8.3829897 2.1735432 11.1369140 8.9784631 5.9808913 9.9088102 11.4570105 9.3088180 11.3801436 10.3703433 6.0466940 NA 6.9894535 11.8677490 7.8577005 9.6479181 7.9570800 10.2292705 7.0683537 9.9172487 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 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 16-10-2014 male 2008 1130 NA 100 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 1 1 3 2 1 1 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 8.3732062 8.0345629 2.5312941 9.0174217 8.8913681 5.3533056 6.2861918 10.9659332 11.0517834 8.1290913 10.2426032 10.6115515 10.4278537 8.4209177 -1.2761357 9.9653374 7.6635289 9.8615817 6.1751613 5.6781452 11.0607355 11.3331288 7.5248496 10.2775745 3.9718746 5.4654162 8.4467574 15.7426067 10.8982516 7.5473172 9.9266860 8.2494709 3.1162649 9.5377313 10.5725730 8.6020010 9.7974222 -1.2761357 3.8114094 10.3696085 10.6697596 2.8938670 -0.2761357 8.9907365 12.5947001 11.0951822 8.0070385 10.0621293 8.7940711 10.6532085 8.6825027 8.7281705 0.3089433 -1.2761357 8.3032661 11.1192164 9.0559865 7.3785862 8.7832946 4.6781452 10.2928562 4.1833833 7.9599643 5.0815015 9.5441291 5.8007653 10.8308401 10.7295746 8.8480714 -0.2761357 4.2785424 9.5881361 11.6344054 6.4104514 8.8441879 6.5943142 12.3083254 4.1823983 11.7549620 9.3767950 9.5966249 9.4578128 8.5647280 8.0458781 11.1674117 10.1092732 3.3678044 11.2722904 9.9913220 11.8882285 9.8114129 7.2077660 NA 8.7477043 10.7645823 10.4738195 8.5741367 4.8736951 11.2706034 9.4859084 6.9671236 10.0430576 11.8636613 9.4165655 11.1828692 10.1168041 4.1502185 NA 7.0638006 11.6879299 8.9309644 9.4896505 6.9431184 10.1910461 7.3386597 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 -0.474 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 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 16-10-2014 male 2008 NA NA 100 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 2 2 5 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7.3066204 8.6904073 8.2052439 9.2988714 10.3321560 5.7216570 5.8497641 11.2414069 10.0038864 7.7597937 10.2532626 10.4113569 10.1584293 8.8175826 NA 9.6408622 6.9232918 9.5646371 6.1080749 5.3867903 11.1871665 12.3454876 7.8846968 10.4386453 3.6798404 7.4409979 11.4286230 15.1445040 8.3753736 7.8800880 10.1387875 7.7164964 2.1773438 9.3555876 10.3104801 9.4696595 9.5810601 -1.4077463 6.7722842 10.3430823 11.2676708 3.6367638 3.3472688 9.8271928 12.3960020 10.2788758 7.4472436 10.8042636 7.7920478 10.5319545 8.8163770 9.0363550 NA NA 8.4550128 10.4688923 10.2880386 7.1237572 6.9052582 3.9143062 10.2744921 1.3997180 7.0599804 5.7421221 8.9836190 6.4688928 10.8476990 9.3296226 9.0609993 -1.4077463 2.6798291 10.1707481 11.7394212 6.7522468 9.2594869 6.1848317 12.3906446 4.1090178 11.1088141 9.6857928 9.5552713 7.2180846 6.9097875 8.3835384 11.7610474 9.4970099 3.2362324 11.2603739 9.7951114 11.5669692 10.3708632 7.7920478 -1.4077463 8.3505985 10.5123671 10.6761870 7.7822002 2.7623063 11.0394585 8.4897974 6.9007147 9.9733774 11.4141493 9.3074793 11.7224632 10.3823164 6.2844679 -0.4075549 6.8961556 12.6902428 8.9521250 9.8538826 9.7242323 10.9806617 7.3338423 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 0.107 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 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 16-10-2014 female 2007 NA NA 100 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.39.0 NA NA 3 1 4 2 2 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 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9.6581168 14.1619100 9.5209828 9.2391321 5.5728685 12.3550274 2.8787450 11.2272254 9.3576466 9.4390465 10.3721371 4.5602686 8.3123421 11.4646269 9.7975006 3.8566670 11.5853605 10.1271915 11.9644401 9.7203178 7.1196965 NA 9.0173983 10.8397148 10.3530884 9.1335846 2.1868175 11.1705821 9.2361350 6.1196965 10.0727849 11.3210041 8.4603949 11.7780785 10.1708412 4.6815786 -1.2726458 7.2071598 11.7284358 7.0081507 9.7545944 7.6728234 10.6417647 7.3384039 9.5403590 -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 -0.510 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 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 16-10-2014 female 2008 NA NA 100 kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 90.39.0 NA NA 2 2 6 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 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12.1125524 10.6073132 8.8286281 7.1970653 12.7336363 4.0228738 11.9176810 9.0745121 10.0291881 7.2577065 8.8930142 8.6257004 11.4625264 11.3379596 3.9252589 10.7566065 9.7789886 11.6563313 9.7686073 7.9855613 -1.4324546 10.3702250 10.7714390 11.0286764 8.8298036 1.3750672 11.3114912 10.1882814 6.6076691 9.9345772 11.7644645 8.9373061 11.7641571 10.2986033 4.2514086 NA 7.3125427 12.0459727 8.6525170 9.9131140 7.9120043 11.3202984 7.2189758 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 -0.607 -0.607 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-EU-5904 47 0 NA 551 kidney stage i t1 nx m0 16-10-2014 female 2009 NA NA 90 kidney clear cell renal carcinoma yes NA NA white NA 105.43.0 NA NA 1 1 5 2 2 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.005728e-06 3.814831e-07 6.9454239 7.2063541 -1.4767392 9.4143833 10.7581765 4.8452893 7.6318835 11.1188497 11.0417664 8.6227067 10.0750674 10.6442449 10.6960991 9.5629636 -0.4767392 9.6888942 7.6161165 10.6577854 6.7712861 6.8940465 11.5324879 10.3153359 8.2665106 10.4853332 0.5233612 2.2237932 10.0988984 15.9854459 9.8191280 7.3047191 11.1078519 9.4399850 4.6108241 9.8390748 10.5557493 8.0051585 9.6800743 -0.4767392 3.6526471 10.4006433 10.4952618 3.3813388 NA 6.8940465 12.5645049 12.2751123 8.0051585 9.7291523 7.5429498 11.5916336 10.0096913 8.8362420 2.3307018 NA 8.4302497 10.8822849 9.0951116 7.8271401 7.1120735 4.2146144 10.0182146 3.8087660 7.9930006 2.3307018 8.8168307 2.9827837 11.1087911 8.9694084 9.3914099 1.3307305 2.4302585 9.9501480 11.6011762 5.3813388 9.5120437 5.3307126 12.6116504 3.0469275 11.6320469 8.9338104 8.9401568 9.8447235 8.1708174 8.6147945 11.2834552 9.3883189 3.9827928 11.5682654 9.9914739 11.7539800 9.3944942 7.1343842 -1.4767392 9.3088116 10.7390771 10.4677051 7.7156518 0.5233612 10.8102056 9.3966955 5.8362423 10.2580687 11.8855769 8.8842062 12.1112538 9.6481266 4.5233612 -1.4767392 7.9559009 11.8709805 8.6397032 9.8967680 9.4136233 10.7346390 7.2098598 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 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 16-10-2014 female 2010 NA NA 90 kidney clear cell renal carcinoma yes NA NA white NA 105.43.0 NA NA 2 2 3 2 3 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1.595293e-06 3.468028e-07 6.3297784 7.6085698 8.1577547 9.3993683 9.5593421 4.8421140 6.2727473 10.5286132 10.6611810 8.4270752 10.3778952 10.4638461 10.7718214 8.7342927 NA 9.0241831 8.3157301 9.4568226 5.5473696 4.2254446 11.1605081 11.5392313 8.3241751 10.6810919 1.9035011 7.4784218 9.1796377 15.2557636 11.8983381 6.8884060 11.8547980 9.3157301 3.4884764 9.5581492 10.2537157 9.4296865 9.2194176 NA 3.3185482 10.0867351 10.4211826 0.9035011 NA 9.1145903 13.0194239 10.8950351 7.0667436 10.9821089 7.9660093 11.4247865 10.0215891 9.8567397 6.0734389 NA 8.3765426 10.6755528 8.8479813 7.7151555 8.9295756 3.8421140 9.6914159 5.2011947 8.9016335 4.7108670 8.8921979 3.7779772 11.1699094 9.7000937 7.8884066 NA -0.6815385 9.6438562 4.6761038 6.1514408 9.2359228 5.9767623 12.8996336 3.9035107 12.0013259 8.8043802 9.7353482 7.8959793 8.5641034 7.2492879 11.5563582 11.0426382 3.9624102 11.4510504 9.9258811 11.8119059 9.3846400 8.8144059 -0.6815385 8.5876774 10.8825763 10.1966016 9.8460277 8.2042469 11.1182371 9.5069789 8.6036293 9.3547243 10.8625492 8.5993215 11.6672789 10.6973874 4.1259073 NA 6.8807933 12.7076443 8.4708358 9.5521705 8.9642092 10.2216794 6.9909764 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 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 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 16-10-2014 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA 1 1 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.560613e-06 5.202042e-07 6.30205030 8.48967699 6.72680261 9.64419807 10.50622446 5.69745970 6.63347771 11.16301567 11.07495640 9.11496429 10.13273401 10.74444554 10.14002348 9.34368430 -0.49228146 9.71057417 7.26252148 10.12142356 5.12234555 6.58088263 11.47690064 11.30947709 8.10258045 9.90508053 NA -0.49228146 10.18799360 16.02380599 9.86591897 7.70894109 9.99178556 9.54929316 3.96706714 9.38107806 10.40547954 8.29335899 9.54013908 NA 5.28899339 10.39485461 10.52652966 6.20344198 NA 7.67588860 12.85756025 12.14644702 7.91135603 10.40774607 7.74125394 10.78782479 9.17178503 9.35573540 -0.49228146 NA 8.69910461 11.41989968 9.68629882 7.48491390 8.41652690 3.38243209 10.39027710 4.07241455 8.39840510 1.92265457 8.91064603 3.67756462 11.47654077 9.63777560 8.63261685 0.24464355 2.01013531 10.32648252 14.89999618 5.58800698 9.78608352 5.18006032 12.22445350 3.81676352 10.90566514 9.21153767 8.95195869 9.43689244 7.75239403 8.69416110 11.53323506 10.07210111 3.56652293 11.64515890 9.66666447 11.70832835 9.31068889 6.11742908 -0.07734543 8.80913015 10.43415490 10.48943917 8.39840510 6.84430404 10.80302033 9.80646037 6.17533697 10.06318176 12.02890731 8.82278367 11.72124460 9.96638245 5.15859151 0.24464355 8.43442432 11.83864424 8.86371921 9.69581082 8.74922015 10.45454031 7.44442937 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 -0.499 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 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 16-10-2014 male 2010 NA NA 90 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.43.0 NA NA 3 3 3 1 3 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 4 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1.17913e-06 3.121225e-07 5.72302605 7.12928302 NA 9.67586655 7.88827506 2.94341503 5.86941494 9.95911026 11.12033755 9.90534849 9.82768869 10.76742050 10.08433140 6.00231097 NA 9.78639527 7.10798805 9.37971149 6.81131303 3.03652092 11.08637444 10.70274991 8.15286992 10.25464104 1.35845253 2.84388337 7.41590398 15.58686685 10.01523634 7.20143293 11.74582514 7.90380474 5.86941494 9.23374261 9.52034170 7.94641915 9.45015385 NA -0.96353183 10.30740519 10.97353178 -0.96353183 NA 8.65307471 12.59255288 11.57058555 7.34940863 10.12332554 10.25569439 10.81295894 8.88671261 9.56008784 1.03653850 NA 8.94791800 10.39956547 6.84388086 8.03652586 10.22758514 3.68038062 9.64015219 5.44591537 8.03652586 3.42883918 9.32539204 3.28445491 11.19355696 10.75933338 6.90689060 NA -0.96353183 8.00231041 8.37414790 6.10261404 8.80305489 3.73696199 12.09637730 0.05797007 12.18770101 10.08160287 7.92222223 10.61064627 8.64200547 8.22140103 9.39517701 8.94941529 2.20645569 11.89993785 10.21394540 11.72477619 10.52486812 6.99072233 NA 7.06994915 10.77864580 9.83661690 8.81295894 1.84386328 10.62664501 9.17095231 5.88201693 9.28326642 10.72521329 9.33458839 9.26173342 10.06857166 3.56009128 NA 7.89139427 11.09755951 7.90071227 10.12597636 8.90843105 10.85829989 7.65857782 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 -0.798 -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 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 16-10-2014 female 2012 NA yes NA kidney clear cell renal carcinoma yes 30 NA black or african american not hispanic or latino 340.13.0 NA NA 3 3 NA NA 3 1 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 8.2835186 5.9985408 4.3629537 8.5097944 8.6027219 NA 6.6641230 8.4863355 9.9723956 6.3757762 9.0732673 10.9054321 9.4519304 9.0272732 NA 10.6536301 8.1292454 9.5890209 7.6745390 7.2698439 10.1339706 11.0584297 7.4321151 11.1352816 NA 2.1405496 NA 16.6746809 8.9328085 7.5890211 9.9489884 10.3971623 5.1703097 10.5612225 11.2560377 7.1101868 10.3637577 NA 3.2560445 11.3096503 10.6450484 -0.4443801 NA 5.8593782 10.9734505 11.2983285 9.3629529 8.6377472 7.6270603 11.0155418 7.3037908 6.2835181 -0.4443801 -0.4443801 8.0150297 10.4692354 6.9479151 8.2209340 10.8519407 1.1405824 9.3221269 2.5555953 7.0394137 NA 12.6683632 3.8775283 9.9403817 10.9618029 7.6324136 NA 2.3629467 7.8410001 7.8775259 7.3500136 7.2350779 4.0150336 13.3949002 3.5042009 14.1005624 8.7404733 9.6913073 12.0406725 6.9306368 6.5442829 10.6660812 9.7355071 3.4624843 10.7583340 10.9235587 11.6105414 9.6874549 7.3757771 -0.4443801 7.5612223 11.9710334 8.8035254 6.0633929 2.1405496 11.9167193 5.7638816 6.6114232 8.7205049 10.5097943 10.1582969 8.4654909 10.9511321 4.8035267 NA 3.2560445 9.9349763 4.8410019 8.4351810 6.6216871 9.2936903 6.6216871 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 -0.595 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 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 0 NA 305 kidney stage iv t2a nx mx 16-10-2014 male 2013 NA yes 90 kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 387.9.0 NA NA 1 1 NA NA 2 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 8.0096092 7.9588456 NA 8.5451324 11.2985486 4.8473355 8.4521996 9.6826361 10.8691768 7.9588456 10.3475629 10.1388920 10.6503924 9.9951481 NA 10.2232045 7.0843768 10.8590973 6.2879100 8.8770850 10.5530522 11.3303855 7.1964871 11.2320740 NA 3.7029456 8.3857576 15.8620887 7.9902957 7.7404223 9.5477772 9.3945992 0.4550181 10.1675471 10.8360223 8.1692656 10.3931295 2.0399806 6.0697301 10.8125721 10.8943316 1.4550181 NA 7.1623792 11.1619478 10.9098335 8.8686482 8.6423723 8.8728728 10.6460793 7.5157164 7.9062310 3.3619087 -0.5449819 7.9628145 9.4351598 8.3036429 8.3253846 9.1450181 1.4550181 9.3130011 7.6047674 7.5264828 4.5424809 10.4121222 3.7029456 9.9776016 9.6324396 9.8823329 NA 0.4550181 8.5635445 9.3901851 5.4092178 7.7264832 4.6644715 12.7187294 2.1532541 12.8095450 9.4437049 9.4479585 9.8004253 7.3437631 8.1203561 10.7696033 9.9144518 3.4550181 11.0930034 10.8886056 12.3662248 9.7253155 8.4408621 -0.5449819 9.0807291 11.3577306 9.6886399 5.6249460 3.2623730 10.9292330 6.3857572 7.4829265 10.2910705 11.5920112 9.6098382 10.5237984 10.1450181 4.6249431 NA 4.9785801 10.6826361 7.8812847 9.2412896 8.0324491 11.1748367 6.9707202 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 -0.638 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 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 1727 kidney stage i t1b n0 mx 16-10-2014 female 2008 NA yes 80 kidney clear cell renal carcinoma yes 40 1965 black or african american not hispanic or latino 387.9.0 NA NA 3 2 NA NA 3 3 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 8.76429738 7.60363376 9.44616523 8.97164902 9.12160215 1.02623349 8.32082582 9.27413258 9.16831209 7.79438922 10.24295090 10.08419677 11.65510621 6.53399933 NA 10.03743233 7.50193827 9.89502764 9.05411099 5.83356058 9.73873204 9.23809348 7.52605081 10.93639803 0.02616265 10.20735738 6.92102328 16.73359117 3.02619807 7.91494835 10.99702998 6.88418640 2.02619807 10.25862598 10.19988223 9.32541318 10.89193837 0.02616265 2.02619807 11.00777233 11.74858572 NA 2.61117238 10.56633313 10.91646933 9.26699637 8.79769459 8.28829996 7.92707214 11.17595218 7.94506804 7.46083347 1.61117238 NA 9.38155615 9.09229414 8.58079408 9.21602967 10.71007690 3.19613488 9.72490977 4.88418762 8.46914849 0.02616265 12.05411106 0.02616265 10.03603373 11.06649482 8.20113099 NA 6.50193907 7.68441622 8.18607659 4.88418762 6.67006135 3.61117238 14.17880681 4.15713266 13.81573871 9.58653790 8.52605081 12.73593512 6.87169459 5.85909492 12.59653517 11.28947428 7.88418579 9.67366348 10.76429730 10.95915794 9.74730431 9.25261718 2.61117238 7.79438922 11.72715190 9.26699637 6.74045000 5.02620693 11.84478723 4.34813325 9.46499697 9.21355725 9.37050106 10.28359286 7.60363376 9.94953260 1.61117238 NA 4.27413491 10.56923692 5.11366716 9.45456519 6.29299151 10.06649476 6.72664460 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 -0.510 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 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-GK-A6C7 76 0 NA 61 kidney stage i t1a nx mx 16-10-2014 female 2012 NA yes NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 340.13.0 NA NA 1 1 NA NA 2 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 7.09608366 7.07909112 NA 9.48405070 11.05994785 6.28872952 8.14752549 10.82126058 11.23872119 9.37966558 10.51628576 10.41055968 10.01531009 9.96947761 -0.64205395 9.94576921 7.05147869 10.71993542 7.80093483 7.66177240 11.44826950 10.76525941 8.21441724 10.75026080 -0.05709145 4.75031172 9.47173373 14.49552318 9.20817850 7.36642014 10.58380158 9.48598604 3.97270184 10.20544053 10.76020431 8.09608366 10.07352477 -1.64205395 5.35799178 10.64252658 10.59370671 2.05842041 -1.64205395 8.30489795 12.61338910 11.64079050 8.24825588 10.08973489 8.50646826 11.79248957 9.81485944 9.05582795 NA NA 8.61065725 10.90681357 9.57776510 8.42811265 10.13894140 3.78425269 9.92594766 6.11954294 8.25280922 2.05842041 8.94013356 3.21597363 10.85209718 9.52791659 9.77320532 NA -0.05709145 9.77426143 14.89607445 6.36361615 9.04274036 6.43480668 11.86318291 4.25596142 11.37862438 9.05582795 9.04711600 9.97086012 8.48598584 8.90392130 10.53385298 10.27648224 3.84984918 11.52776009 10.42508978 11.75365965 9.59161136 7.33527154 -0.64205395 8.86677695 11.00230534 10.38139954 8.09945880 3.40238111 11.18334799 8.78530435 6.37479954 9.86429930 12.76545858 8.84180742 11.32557817 9.69839821 3.35978821 NA 7.55766434 11.85870908 8.72867903 10.18612811 8.89520990 10.35693455 7.05502859 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 -0.511 -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 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 16-10-2014 male 2012 NA yes NA kidney clear cell renal carcinoma yes 14 1999 black or african american not hispanic or latino 274.19.0 NA NA 3 3 NA NA NA NA 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 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 0.000 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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-MM-A564 68 0 NA 607 kidney stage ii t2a nx mx 16-10-2014 male 2012 NA yes NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 274.19.0 NA NA 3 3 NA NA 3 1 3 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.1374216 7.6564957 3.0305127 9.0130608 10.7698971 4.4593464 9.6281287 10.1341972 11.1179687 8.5827317 10.2622809 9.6463477 9.7823075 9.1973450 NA 10.2369568 7.0849540 10.2065832 8.1849343 7.7266712 10.8590085 9.9666907 7.9336924 10.6253300 -0.6700154 7.1629562 7.1244822 15.5258228 9.1849346 8.5492348 9.6931058 8.3468745 NA 9.7823075 10.4728114 8.8037718 10.4943446 0.9150237 9.6154683 10.2466920 11.2437036 1.3300420 NA 8.5968528 11.2004309 10.3968281 8.9594227 8.6654564 8.2519070 10.1645372 8.1534335 8.0130608 NA NA 8.4280984 9.4772711 9.6898158 8.4254631 9.4425056 0.9150237 9.4785427 5.3961561 6.8219194 4.0849572 10.6246869 2.1374052 10.1919285 9.1293477 9.4999911 1.3300420 1.9150237 9.0999040 10.8487193 6.4280988 7.1374216 4.8846565 12.9371653 4.4903391 12.5006172 9.6212369 8.5636859 4.8846565 7.3016096 8.4015285 10.8174038 9.7159285 4.9150284 10.8536281 10.8956443 12.3628007 10.3166194 8.1849343 NA 9.5049919 11.0450157 9.7812772 5.3744588 6.3187507 10.5167995 6.1629552 7.8236417 10.2271553 10.6909133 10.0348344 11.5254384 10.3676131 3.1374216 NA 5.1114278 11.5768068 7.8017413 9.3087766 8.7330780 11.9288166 7.9373962 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 -0.474 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 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 337 kidney stage i t1a nx mx 16-10-2014 female 2013 NA yes NA kidney clear cell renal carcinoma yes NA 1996 black or african american not hispanic or latino 387.9.0 NA NA 2 2 NA NA 3 1 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 8.1862014 7.4153547 7.8015377 8.8847081 9.3767520 4.6957433 7.9955484 10.2402875 10.2007777 8.8357391 10.6893582 10.5671795 10.3852852 9.1508914 NA 10.4500495 8.7608956 9.8259217 8.1088187 6.3520893 10.8454901 11.2573214 7.7608956 11.1440981 2.3420996 9.3078902 10.0254905 16.2397414 9.1058716 7.2543304 9.2820116 9.7580824 3.4201051 10.1508914 11.4722475 7.8015377 10.5884507 NA 7.4575828 10.7176282 10.6972123 -0.8277685 NA 8.9665969 11.6305876 11.4141641 8.3320522 8.9519004 7.9136482 11.1106579 8.2675779 8.4736773 4.3816364 NA 8.0910444 10.0425457 8.6760068 8.3620056 10.4087932 2.6368450 9.8115216 4.4941083 7.5341247 5.6957433 10.8214372 4.0301595 10.4307470 10.7025873 9.0654824 -0.8277685 3.9270715 8.8898574 8.9811451 7.3421058 7.5075711 6.8726207 13.7384134 2.2998015 12.5622155 9.0760628 9.2097280 10.7171454 7.5900338 7.6151242 10.6539804 10.5264304 5.9665966 10.7547934 10.1742928 11.1714764 9.8983991 8.7850496 0.1722315 8.4034019 11.3921179 9.7627680 7.0969934 5.3816329 11.5815719 7.6232684 7.5209094 9.8578058 11.0764392 9.3693978 10.7205212 10.2240696 3.9795315 NA 5.8864258 11.7978898 7.5858091 9.3755291 7.9270686 10.5794487 6.5558852 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 0.287 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 0.287 9.825922 11.752440 10.970653 10.205604 8.766506 10.987965 5.102918 2.757151 9.220668 3.259649 13.162374 9.334950 10.095508 11.164255 7.720540 7.823233 10.966597 6.321928 10.113229 10.628022 8.091044 8.469625 10.255062 6.606809 5.992361 11.756674 11.175348 9.8223352 10.0082314 NA 7.8446066 5.2807040 9.2988856 11.4552693 10.6463939 8.8069919 9.0379142 6.0176703 9.8142327 6.2596435 8.4552693 9.7458281 5.3014633 6.4389681 7.6151242 7.7683709 12.5723933 9.4319242 13.3313428 7.1081711 11.5114743 10.3755290 15.4875959 11.4040022 12.8542977 10.1700661 0.1722315 11.3779743 9.5794487 9.6898504 8.3219281 7.5075711 8.7363306 10.2335522 9.2728432 10.2963023 6.1721815 7.2165751 13.7921327 11.2396154 9.6670365 8.6559968 9.6223612 0.1722315 10.2688961 -0.8277685 12.3861965 11.0284158 10.4183277 10.2402875 10.6893582 3.8726219 5.9001012 9.5253278 7.9237250 8.1088187 11.8966799 3.5645001 13.6807805 12.8135554 8.4575832 7.9806623 9.9899641 4.6640334 0.1722315 9.5264304 7.6720271 8.7229277 9.4907237 11.8630520 10.7795113 11.6453794 1.4941083 9.5698556 7.1321830 8.7887298 10.9835556 8.9270686 2.1721675 9.8534194 6.7113393 7.5428686 8.8898574 4.6640334 10.6539804 10.5170316 NA 12.7659222 12.4149085 10.6433481 9.7627680 7.5030982 10.9939549 9.4748199 12.0795130 10.0162982 TCGA-MW-A4EC 72 0 NA 330 kidney stage i t1a nx mx 16-10-2014 female 2012 NA yes NA kidney clear cell renal carcinoma yes NA NA black or african american hispanic or latino 274.19.0 NA NA 1 1 NA NA 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 6.9617854 8.1484862 9.0414108 9.2374201 10.1018754 4.2057131 7.6475491 10.2549548 10.5288411 8.9086151 10.1552462 10.3313255 10.7247359 9.0867233 NA 9.9024470 7.5965014 11.1878175 6.1061745 6.0176391 10.4472972 10.3924583 7.7527774 10.4935898 2.5212015 1.2988342 7.6680546 16.9218972 9.8334477 7.4553248 10.4532168 10.0894407 3.1732874 9.8262976 10.4758248 8.0221969 10.3128411 0.2987756 6.2137031 10.3105138 10.5268376 3.9617900 NA 7.7194826 11.7203595 12.6352342 8.6371856 8.8559651 8.2016981 11.2278324 9.2617167 8.8013210 -0.2861283 NA 8.1422184 10.2865583 8.6192450 8.4620511 9.9777141 2.8837772 9.4770705 4.5467463 7.8145203 0.2987756 10.2181806 2.2988342 10.2931741 9.6839640 9.2530168 -0.2861283 0.7138717 8.9450792 12.2883334 10.0675563 8.2037062 6.1232482 12.4717689 4.3285708 12.4489910 9.0801804 8.9736015 10.7684624 1.7138717 7.9899825 10.7117433 10.4021084 3.5212141 11.2479178 9.5934414 11.9979592 9.8046322 7.2837135 NA 8.1996876 11.0551990 9.7893372 7.7718499 3.2988196 10.8412077 8.3880504 6.5790972 10.0119208 10.8912777 9.5772700 11.0672807 9.9233114 5.7405471 -1.2863042 6.2912868 10.8664598 8.4021086 9.4902911 8.1359227 10.2670074 7.1022203 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 -0.622 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 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-3Z-A93Z NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 1 NA NA 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 7.3215665 6.7366035 3.0276495 9.2295877 10.4160008 4.2814089 7.4769600 10.1449957 9.9638372 8.4120210 10.3777415 10.2682602 10.0846026 9.3426276 0.3272275 10.1409938 7.5846003 10.1028229 6.7784241 7.5893073 10.5810601 10.6831143 7.5021380 10.7858756 NA 3.0276495 9.1695630 16.1653948 10.1616837 7.2755798 9.9419225 8.9996379 4.1851926 10.0397397 10.8497941 7.7701564 10.2174768 -0.6727725 4.3716076 10.4584265 10.9041693 0.3272275 NA 7.4971373 11.6869622 12.2014255 8.3523520 8.7804833 8.8875454 10.6235553 8.3906075 9.0754053 2.4971269 NA 8.1377842 9.9252651 8.6264205 8.4040282 9.8517544 2.9121708 9.5668112 4.5751429 7.8429122 3.9121708 9.8750711 3.0276495 9.9252651 9.9674576 9.2549906 NA -0.6727725 8.9602079 11.2106196 7.0276528 7.8932669 6.1473922 12.6492816 2.9859922 12.3386146 9.1616837 9.1664164 10.5775111 7.6446249 7.9271255 10.4858223 10.0551330 5.3044928 11.2994745 10.3729722 11.7071324 9.8409403 7.2814089 NA 8.9836375 10.9597671 9.8537119 7.9308390 3.1345660 11.1337623 7.5417742 6.8663714 9.6978999 10.8678251 9.4539171 11.2520251 9.6726179 3.2341027 0.3272275 5.3272131 10.6417959 8.0887639 9.5524201 7.7618411 9.7794539 6.7450652 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 0.399 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 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-A3-A6NI NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 1 NA NA 2 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 6.6640191 8.2334970 9.4874208 9.1788496 9.5246538 4.1734473 7.8288010 10.5557709 10.6916699 8.7426975 10.4942952 10.4091765 10.2412603 9.4160520 -0.4703290 10.1675766 7.9725370 9.8772146 6.4953770 6.8959157 10.9756427 11.8035345 7.2977774 11.7354201 3.8149913 2.5295961 7.0994488 16.7622016 10.1779509 7.2472696 10.2178436 8.8694433 1.9890300 9.9448069 10.7426975 8.0956476 10.4888708 -1.4703290 6.9558579 10.7893365 11.0261975 3.4364817 4.2575161 7.1145555 12.2181715 12.3784118 8.8379322 9.1967049 8.5491840 11.1543887 8.4588516 8.6170560 0.1145003 -1.4703290 8.4647585 10.8138391 7.6010554 8.4030376 8.7523883 2.9342334 9.9111362 5.5848753 8.3401648 2.7775144 9.3687972 4.1145586 10.6732954 10.7878649 8.9714999 -0.4703290 2.8515192 8.9240559 8.7787067 6.7144681 8.2455551 6.5182786 12.8783906 1.8370148 11.9622657 8.8537740 9.3441758 8.8904403 8.6420329 8.4544058 10.4061103 9.4099420 3.4364817 11.1122058 10.1383102 11.7135388 9.4477112 8.4394864 -1.4703290 7.9579535 11.2530878 9.9320724 8.9463908 3.4364817 11.6241659 9.3465769 7.3153398 9.7237345 11.7902188 9.2794627 10.8563037 9.9479678 2.9890300 1.1145669 6.6640191 10.6114096 8.3687972 9.3215701 6.7679977 10.4492015 6.6844120 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 0.544 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 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-G6-A8L8 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 3 1 NA NA 2 2 1 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.3847984 5.3967383 -1.1109159 9.2508875 10.1147535 3.1368640 9.4897858 9.6295677 11.5822128 9.0824690 10.0818529 10.3822988 10.8420488 8.6637306 NA 10.5958713 7.9577219 10.4625908 8.2812610 7.1510389 10.8818820 8.9182309 7.7186664 11.3448180 -0.1110717 -1.1109159 5.7344332 15.3596978 9.3677133 7.7867891 10.0072359 10.0329645 6.8255821 10.4823347 11.2287936 8.1835644 10.5806872 -1.1109159 5.9764072 10.8740740 11.1330101 2.3483741 3.9764095 8.8358499 11.7833825 11.9545281 9.5219388 8.6031890 8.6768464 11.9182309 9.1639042 8.4888564 4.0588706 NA 8.3173036 10.0304122 7.5471552 8.9401527 10.5833015 2.5893800 8.9577219 5.6703022 8.1881516 -1.1109159 9.7754024 2.2108564 10.1615734 9.9285481 9.0013831 NA NA 7.8107843 13.2105195 5.7218347 7.6962985 6.3235718 12.4844343 3.9987190 12.6391272 9.2431930 9.1950052 10.5151089 7.2153728 7.9922314 10.5087052 9.4635372 1.6963055 10.8376759 10.8532845 11.9573861 9.8496697 8.4164205 0.8889283 8.1032626 11.0332482 9.6809205 6.9764060 2.2108564 11.2153731 7.1321172 6.7039423 9.1309268 10.5467087 9.5701821 9.4454497 10.3401548 2.3483741 3.1368640 5.1927228 10.4874614 8.3298129 9.0026859 6.7654605 10.4392094 7.4628180 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 -0.159 -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 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-A3-A8OV NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 1 NA NA 2 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 6.7834488 7.6276543 8.6682081 8.9845885 9.3280937 2.3797318 8.5345445 10.3806654 10.5567265 9.3435857 10.1730587 10.5366522 10.0527410 8.4404224 NA 10.3960704 7.6276543 9.8554598 6.2041544 7.2664389 10.8578219 10.8581590 8.1031031 11.1128773 0.7947693 7.0615505 10.2638970 16.8661215 9.9783993 8.3834784 9.3280937 9.5571460 5.2704990 9.8520788 10.9107829 7.4986673 10.4286673 -0.2052307 5.0426925 10.5895859 11.4722633 3.7489549 -1.2052307 7.1784687 11.9301526 12.6148431 8.6895815 8.4565421 7.0139323 10.8765802 8.5529872 8.3005754 NA NA 8.6558509 10.5617068 8.3339228 8.4057886 9.9117576 3.3797318 9.3655683 4.8608536 8.2521445 1.6021243 9.8371072 1.3797318 10.1144360 10.2577773 8.5209820 -1.2052307 -1.2052307 8.6037280 11.7227270 6.3570065 7.9006724 6.1434914 13.3007615 2.6041900 12.4972613 9.8960831 8.7402078 10.7912374 7.3144002 7.5596356 10.4773196 11.6306169 3.6527503 11.4585444 10.2628788 11.6310115 9.9150018 7.3721930 NA 8.6149428 11.2263973 9.8682361 8.0732134 5.0012888 11.0456544 8.1346137 6.3493529 9.9476825 10.8271540 9.4094737 10.0521518 9.5395978 3.7489549 NA 5.7016544 10.1323859 8.4350089 9.8934540 6.6402536 9.6472935 7.6339681 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 -0.745 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 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-A6NN NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 1 NA NA 2 2 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.6204698 8.1344813 5.6916598 9.3978434 10.4867504 5.1384090 8.0135890 11.1322684 11.2219419 9.1578769 10.5366861 10.6479239 10.2956442 9.8478656 -1.3853373 10.1226397 7.7049577 9.5675863 7.5573595 6.3359441 11.7742434 11.8954709 8.0050142 10.9963962 0.6148512 5.4852111 9.7415496 15.6891434 10.5179737 7.6482684 10.0012465 10.1588436 3.8627688 9.8388469 10.7082627 8.5748470 10.0717128 0.1997509 7.4125063 10.3419146 10.7042956 1.4221792 0.1997509 8.5602889 12.5648542 11.4002975 8.4759320 10.1300521 8.3680620 11.0606360 9.1723087 9.1723087 -1.3853373 NA 8.4836675 10.9499562 8.8592089 8.2514696 8.2332304 3.0071596 10.4011147 6.4286265 9.2934452 2.8627688 8.6996537 2.7847762 10.6455123 9.7272845 9.5381726 -0.3851488 1.4221792 9.3453152 10.4354230 6.1384070 8.6372128 6.5863880 12.2545250 2.3263360 11.4850171 9.6392922 8.8132903 9.1932178 7.7645923 9.5262371 10.6735133 11.2453398 4.5217355 11.2300149 10.4002975 11.9978743 9.2359812 7.3863342 NA 9.5051093 10.6953995 10.3867472 8.8956159 3.1384049 11.0753010 9.5148892 7.0988627 10.0178571 11.7591847 8.3427654 10.7145217 10.3558906 4.7441288 NA 7.5277342 10.9356457 8.3863346 10.0252964 8.8568282 11.4266211 7.8560420 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 -0.232 -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 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-T7-A92I NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2 1 NA NA 1 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 6.6382346 8.0385761 NA 10.1299918 6.7666508 7.4162039 7.1627387 10.0434915 10.7203361 8.1777200 11.0601608 11.4340943 8.4972615 6.0532721 NA 10.3426684 7.9295129 11.1353736 2.4287856 3.7824190 11.1506403 10.9666471 8.5773994 10.7741869 2.9027103 3.9027103 3.9312859 14.1368357 2.6511780 7.5396272 8.8277628 3.6511780 3.4287856 9.5203639 11.1160601 9.0678207 10.2043004 7.4162039 5.6934842 10.6798695 10.2035687 NA NA 10.8758649 13.1045427 11.8562109 8.7131559 10.6199780 9.4250197 11.5950842 9.5908931 8.5603527 2.7824086 NA 8.5008399 10.6671864 5.9867773 8.2332712 8.3855613 3.6164048 9.9657843 0.8438231 -0.1561769 0.8438231 9.7601963 3.1657512 11.8473370 10.5141804 7.7527118 -0.7410590 1.4287856 10.2994889 9.9009083 3.2588505 9.4130418 6.0917464 10.3205653 7.3877528 12.4843654 8.4695279 8.4022400 10.2946867 4.7182904 7.1137255 11.2052147 4.0917506 1.0661925 10.4465180 10.1932847 11.3022258 10.1877451 5.7980142 -1.7413002 5.7345904 10.9213070 10.8854783 9.6169584 -0.1561769 11.8970663 10.3332992 6.8096035 10.3559012 12.5703212 9.1829269 11.1890396 9.2553301 0.2588204 -1.7413002 7.9540852 12.2458541 9.5144754 10.9411929 6.2304009 9.8028551 7.9136003 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 -0.641 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 5.571741 11.581489 6.722381 9.851781 7.943605 10.762931 5.774558 1.843823 8.125502 2.165751 11.242385 7.436351 2.782409 3.404127 8.623823 9.679870 12.220035 4.701799 11.420146 6.286763 8.590893 9.080391 9.301132 7.066212 8.924193 11.001377 13.647143 9.584724 10.855046 NA 9.244698 7.952343 9.951036 10.848040 10.788287 4.973102 8.619704 6.941852 9.819189 5.858769 7.356889 9.316172 4.408603 7.642561 6.085406 8.630633 12.793403 9.216684 12.134222 4.889089 5.356890 7.819189 12.627227 11.399367 12.318539 10.884109 -1.741300 10.884337 8.599820 13.452805 9.811045 9.413042 8.811526 10.038166 9.488877 11.586547 -1.741300 6.428782 12.070788 12.297261 10.043900 4.931281 11.107871 1.843823 10.996315 -1.741300 12.150356 11.516981 11.715339 10.043491 11.060161 5.805752 7.856909 8.474390 6.858769 2.428786 12.636521 2.346333 14.603482 13.509525 8.295030 7.386928 10.129607 4.165751 -1.741300 9.256742 4.616411 9.501435 9.833895 10.505597 10.067419 7.845696 NA 9.936136 9.294343 9.445590 12.158874 9.588653 1.066193 9.686169 4.616411 8.500840 10.299489 2.346333 11.205215 10.563778 NA 11.050630 12.628181 9.350292 10.885478 7.356889 11.198987 9.830609 11.791762 9.550793 TCGA-A3-A8OU NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2 1 NA NA 2 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 7.6808947 8.6476617 8.7681896 9.1080231 10.2179326 3.8300423 8.8918147 10.6596705 10.8871761 9.2125081 10.3282892 10.2248072 11.0984300 10.1956109 NA 9.9253601 7.3660914 10.8473240 7.2125081 6.8403071 11.0305517 11.3846272 7.5145365 10.8653544 1.2856981 -0.2992052 7.6432696 16.5075630 8.5257142 6.9628497 9.7862278 10.2691865 3.7451513 10.0610537 11.0238101 7.5587360 10.5791895 -0.2992052 6.2006005 10.6407018 11.1104115 0.2856981 4.4556429 8.6708612 12.1195303 12.0859437 8.7478791 9.8562061 8.8209933 11.7446371 9.2753489 8.8979722 -1.2993827 NA 8.4252692 10.3177635 8.1845709 8.9319764 8.9474958 2.9486756 10.0450512 6.6607575 7.7007553 6.8656628 9.3154652 3.7007504 10.4747187 10.9328764 10.0555556 0.2856981 1.2856981 8.5446763 12.3618654 6.4218544 8.3373802 5.6894389 13.3336370 1.3765682 11.7668445 9.0539023 9.0725319 11.3924989 2.5080990 8.0866177 10.9433340 11.3046135 4.9102098 11.1493879 10.1058969 11.4722448 9.5970877 8.1353835 -0.2992052 7.8756812 10.9653944 9.9433340 7.7722176 2.7882263 11.2762946 8.4218544 7.0887723 9.6643740 11.9088373 9.2800713 10.2248072 9.8924316 4.8019450 0.7007948 6.8144979 11.2713226 7.9295738 9.4894737 7.3154648 10.0903866 7.1562469 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 -0.155 -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 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-DV-A4VX NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 3 3 NA NA 3 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 7.4046162 8.1795499 0.3278023 9.3164856 7.1606913 2.4977145 8.8075813 9.7039264 10.4519223 7.1222171 10.2459188 10.5679960 11.9571576 6.5176253 NA 11.1347533 8.6247172 11.6315817 8.5898957 6.0282398 10.5810575 10.4032801 7.8552778 10.8065352 3.3278023 1.3278023 8.3418212 16.0198988 11.7284136 7.1351562 10.8567434 9.5250176 3.4977273 10.1439847 10.6021791 8.9877969 10.3598467 0.3278023 4.8196529 10.4945917 10.5810575 4.7540644 -0.6723126 6.5469701 11.2157831 11.8756595 8.4927080 9.0574218 8.7603427 10.5940019 7.9680458 8.8336124 1.6497074 NA 7.3938898 10.2004759 11.0667377 7.8236558 9.1857821 2.1351408 9.3136429 5.2346929 7.9052299 NA 10.9548788 3.0282332 10.3115072 10.2592772 7.4570837 NA 3.0282332 7.9788529 5.7540671 9.7276130 7.7624292 4.4570820 12.1038227 3.7547379 13.1585142 10.5733537 9.5396893 9.5662057 9.5433341 6.6497290 10.0028759 9.8296382 2.4977145 11.0064011 10.0514620 11.4464177 10.6155133 7.3164861 -0.6723126 6.8900429 11.2789509 8.5542132 8.4647920 2.6497304 10.4857794 7.8236558 7.7591731 9.8669597 11.4251748 10.3242745 9.7115052 8.7851817 3.3278023 3.0282332 4.2346929 9.2331880 7.4570837 8.5002284 5.4977273 10.2211025 3.7201143 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 0.000 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 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-A3-A8OW NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 1 NA NA 2 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 7.7300292 6.5587804 1.9618455 9.1417539 11.0466532 6.5882844 8.8210689 10.9522324 11.1644584 8.5838966 10.3674118 10.7353137 10.9733516 9.8192039 -1.3599344 10.1805291 7.4822667 10.4928363 6.3881103 6.1945047 11.3599472 10.2532457 8.0084230 10.7097558 1.2249046 3.6843138 9.7536589 16.1513065 9.9624082 7.5286596 9.9258968 9.6200563 3.9974731 9.9224261 10.6985850 8.0149561 10.1382673 -0.3601196 4.5225580 10.2905197 10.6962157 5.0322331 -1.3599344 7.1868115 12.4444511 11.6575951 8.7086949 9.7093665 8.5676945 11.0241608 8.8996599 9.0745450 -1.3599344 2.6399267 8.4456605 10.6207703 9.8777242 8.2248791 8.6300206 4.1317706 10.2149831 6.4600954 7.7060062 0.9618455 9.2527851 2.7273759 10.7887110 9.6121785 9.9454084 NA -0.3601196 9.6057010 11.4932263 6.3678376 8.7510523 5.7167331 12.3890529 3.9758411 11.8738359 9.4735974 8.9299357 9.3533032 5.1317706 8.3813837 11.0651326 9.4869740 4.0993457 11.5663980 10.2532457 11.9536501 9.2220588 6.8198253 -1.3599344 8.4963421 10.6678849 10.3720841 7.5587796 1.6399267 10.9195273 9.2059709 6.6622838 10.0978105 12.3182968 8.9137122 11.2333078 9.5271374 4.6709140 -0.3601196 7.1115916 11.5621294 8.3712356 9.9505295 9.2295677 10.7595063 7.6262989 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 -0.566 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 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-DV-A4W0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 3 NA NA 3 2 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 6.0541930 7.6425146 7.5016525 9.1469874 10.0927669 5.2518743 7.6691090 10.8430542 11.1814571 8.6805916 9.3588676 10.7129041 11.9175565 10.3315539 -0.1056285 9.9644428 7.5090315 11.0595430 7.9550181 4.6756805 11.7238465 9.6137107 8.4979484 10.4992180 0.8942939 1.4792823 8.3496492 15.9841344 9.3383014 7.5127073 10.4618027 9.7024816 5.7523017 9.6583641 10.5494053 8.0313130 9.8485183 -1.1056285 2.7016821 10.5768777 10.6736309 0.4793341 5.7523017 8.7287930 12.1804465 11.9227460 7.8915012 8.8701699 8.5108710 10.9731398 9.2173766 8.3372655 1.8943327 NA 7.8886751 10.6740413 9.3424383 7.7769653 11.0579716 3.7016821 9.7200758 6.8485178 7.2994636 3.8943230 8.3496492 3.1422500 10.9083424 9.0988930 9.0210263 NA 4.2518705 9.2072050 11.9060733 6.9764713 8.7662271 5.5090307 12.4172712 2.5947635 11.7014755 9.7081031 9.1339205 10.3470780 9.3771298 7.5596578 11.0491400 10.5964946 2.4792823 11.3776339 9.9610838 12.0843009 10.0370673 7.7982035 NA 9.5649781 10.7254906 10.2190650 7.8250593 4.6492073 10.8485183 9.1386857 6.3781370 10.4183738 11.9057239 9.1808796 11.0497727 9.6492095 4.7272125 NA 7.0541930 11.8944980 7.5596578 9.5878088 9.7200758 10.6862987 7.2737005 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 0.578 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 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-B8-A54K NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2 2 NA NA 1 1 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 5.6355948 6.9126403 8.4242612 9.1843641 9.8234590 3.9704580 9.3880728 11.2003787 10.5385716 8.1495175 10.9519878 10.2558635 11.0870280 9.4677999 -0.1587514 10.5977346 8.6850992 10.4457315 7.2590304 5.4850339 11.4703072 8.9166576 8.3249942 10.4817622 0.4261037 2.8411882 9.1079648 15.7194328 10.4604812 8.5398831 9.8896652 12.8560705 3.3006070 10.4058041 10.6979929 9.8586827 10.5298657 1.1631122 0.4261037 10.3637598 10.9874287 NA NA 11.1360861 12.5421598 12.1280248 8.3390300 9.4778030 7.7953747 11.0956164 9.3138691 9.0855420 NA NA 8.3249942 11.1038604 11.5191181 7.7084570 9.5885321 4.0111020 9.9179939 5.1449600 5.9601201 3.9286451 8.7329621 1.8411680 11.1782426 9.6192554 8.8964608 NA 2.7480747 9.5707989 11.7708065 11.3613058 8.6629524 8.9273146 12.9416764 2.2210728 11.8785536 8.9745775 9.0973869 9.3390300 9.4976032 9.1765686 11.3499634 12.3776684 3.9286451 10.3174182 10.3041917 12.2834739 9.6557607 8.5588546 -1.1587514 9.9915603 10.6234435 10.9985252 9.1483792 2.1631122 10.8964607 9.6991593 6.9858362 10.0433021 11.8809541 8.8759772 11.8000934 10.1335000 3.7953721 NA 6.6803820 11.2151310 7.0603468 9.9239927 7.7329617 11.4157718 7.5927896 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 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-DV-A4VZ NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2 2 NA NA 1 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 5.68150268 8.18143008 3.05215502 8.64273406 9.50438800 2.85949255 8.76467391 10.16132452 9.38306379 6.78685639 10.87790066 9.70678280 11.50516021 7.75950608 -0.94786238 10.93860558 9.24567225 11.89626413 7.04083108 4.09654018 10.45941461 7.04083108 7.74214503 10.17248839 2.95902822 1.63710012 7.36048631 16.32306264 10.96128993 7.08557018 10.53596263 8.24936332 NA 10.13960967 11.04473119 10.34101293 10.71925841 0.05213762 NA 10.58060097 11.82528605 NA NA 12.22613624 11.95225893 9.43152518 9.57178317 8.91633302 10.62295130 11.38474291 8.91012792 8.28336807 4.00634291 NA 8.37632729 9.85223782 10.86632870 8.51771308 9.71214280 1.85949255 9.69690443 4.72457388 4.00634291 3.75258805 9.72810384 0.63710012 10.38306368 9.53495472 9.19169810 NA 2.85949255 9.36389513 5.92251186 12.58096721 7.96203996 7.80703414 12.05969978 2.96288213 12.39574900 9.96802622 10.53142191 5.11823512 9.06756182 7.05777192 10.83473563 11.00488814 5.09654018 10.83637272 10.46999939 12.16621450 10.77623430 8.80201642 0.63710012 7.79023901 11.05744506 10.44016415 8.50129543 2.63710012 10.48573232 7.73053603 7.80703414 10.16132452 10.74824502 9.75605037 10.79529827 9.55298872 0.63710012 NA 5.42718711 11.81099466 6.53596273 8.69239163 6.19169884 10.78219238 6.75258671 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 10.862317 11.509528 6.222072 11.839233 8.259161 7.418469 2.859493 5.029426 7.991726 1.637100 14.344648 8.733403 7.465775 10.366736 7.582710 8.911682 11.696454 6.006343 9.920198 13.807347 8.913234 8.665144 10.272283 7.786856 6.644603 11.767894 13.243669 10.36446256 9.85223782 NA 9.06895504 6.54400000 9.44982154 11.15707315 10.23826106 8.28336807 9.44553739 7.36503021 10.29472550 6.58352811 4.51157557 8.67053233 9.62579412 5.91012821 8.75431966 6.04083108 12.78176761 10.53293708 13.54205752 7.66766580 14.76553337 11.06197549 15.75806268 10.82198471 13.40873638 9.80536356 0.05213762 9.97249967 9.39976818 10.00197362 8.75950608 7.96203996 8.45728812 10.43908712 7.16588883 11.08556985 4.05214632 6.17108871 14.38412115 10.67282486 9.36048587 6.43585191 7.68150338 1.63710012 10.35135492 NA 12.75377821 11.09441496 10.72986652 10.16132452 10.87790066 3.51158189 9.37969958 10.03798875 8.55597256 7.04083108 12.75604070 2.95902822 14.44402813 12.40280986 9.81535928 7.34115140 10.13496120 -0.94786238 NA 9.81037000 7.22707294 9.16328260 9.73250630 12.33349736 7.43585108 11.49223736 1.63710012 9.02656134 8.88977468 8.93631727 12.21642531 8.99025631 0.05213762 9.81203512 3.05215502 6.23205631 9.36389513 6.79361371 10.83473563 11.17335659 -0.94786238 13.19632710 12.94336096 10.30658500 10.44016415 7.74563399 11.10301583 10.45941461 11.98220223 9.66824538 all_p NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 6.56901561271586e-06 6.60509803402493e-06 6.60232130352033e-06 6.61319866186602e-06 6.61302077012544e-06 6.63612047767607e-06 6.68186004686149e-06 6.71769376030799e-06 6.81480547240308e-06 2.46766235953595e-06 2.46984246121815e-06 2.47889482314293e-06 2.54874562696947e-06 2.63005350207788e-06 2.65200174168444e-06 2.64581675551118e-06 2.79961178163661e-06 2.80779137482057e-06 2.9570946097379e-06 1.13871746617177e-05 1.13816555638747e-05 1.14098594406722e-05 1.14282755190387e-05 1.14351366968112e-05 1.15339734899132e-05 1.15510346326172e-05 1.15704994306362e-05 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA all_q NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.08872758 0.04439339 0.04439339 0.08872758 0.001148574 0.06781447 0.04439339 0.04439339 0.04439339 1.02e-11 0.06781447 0.08872758 0.06781447 0.04439339 0.04439339 0.04439339 0.04439339 0.04439339 0.07722404 0.08872758 0.06781447 0.0001016959 0.04439339 0.06781447 0.04439339 0.04439339 0.04439339 0.04439339 0.06781447 0.06781447 0.04439339 0.08872758 0.04439339 0.06781447 0.06781447 0.06781447 0.06781447 0.06781447 1.72e-07 0.04439339 0.08872758 0.04439339 0.04439339 0.002893652 0.04439339 9.31e-11 0.04439339 0.001569806 0.000365561 0.04439339 0.04439339 0.08872758 0.08872758 0.08872758 0.04439339 0.06781447 2.34e-05 0.000212 0.04439339 0.01089948 0.06781447 0.04439339 0.06521867 0.04439339 0.001569806 0.08872758 0.04439339 0.04439339 0.0231 2.03e-12 0.04439339 0.0029 0.06781447 0.04439339 0.0006959408 0.04439339 0.04439339 0.06781447 0.04439339 0.06781447 0.0003963777 2.3e-10 0.08872758 0.06781447 0.04439339 0.06781447 0.0271 0.04439339 0.04439339 0.04439339 0.04439339 4.07e-12 0.04439339 0.04439339 0.04439339 0.04439339 0.08872758 0.0001255666 0.02540956 0.000182 0.0001255666 1.08e-06 0.000365561 0.00413 0.04439339 0.04439339 0 0.000365561 0.04439339 0.04439339 0.06781447 0.04439339 0 0.08872758 0.04439339 0.04439339 0.08872758 0.09594636 0.06781447 0.04439339 0.05164547 0.05860382 0.04439339 2.026712e-12 0.06781447 0.08872758 0.06781447 0.04439339 0.04439339 0.04439339 0.04439339 0.01844751 0.04439339 0.07722404 0.08872758 0.06781447 0.0001016959 0.04439339 0.06781447 0.05981859 0.04439339 0.04439339 0.04439339 0.04439339 0.0002346931 0.06781447 0.06042791 0.06781447 0.04439339 0.08872758 0.04439339 0.06781447 0.06781447 0.06781447 0.06781447 0.02884156 0.06781447 0.04439339 0.08872758 0.04439339 0.04439339 0.002893652 0.04439339 7.296164e-12 0.04439339 0.001569806 0.000365561 0.04439339 0.04439339 0.08872758 0.08872758 0.08872758 0.04439339 0.06781447 0.02098895 0.04439339 0.01089948 0.06781447 0.04439339 0.002542311 0.06521867 0.04439339 0.001569806 0.08872758 0.04439339 0.04439339 7.296164e-12 0.04649183 0.04439339 0.03169347 0.06781447 0.04439339 0.0006959408 0.04439339 0.04439339 0.06781447 0.04439339 0.06781447 0.09594636 4.728995e-12 0.08872758 0.06781447 0.04439339 0.06781447 0.09594636 0.04439339 0.04439339 0.04439339 0.04439339 1.8255e-12 0.04439339 0.04439339 0.04439339 0.04439339 0.08872758 0.0001255666 0.02540956 0.0001255666 0.002433923 0.000365561 0.04439339 0.04439339 3.881154e-10 0.000365561 0.04439339 0.04439339 0.06781447 0.04439339 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 7.77e-14 0 1 1 1 2.17e-11 1.87e-07 1 1 1 1 1 0.761 1 0.332 1.95e-09 7.66e-12 1 1 0.00555 1.45e-05 1 0.0394 1 1 0 0 1 1 0 0 1 0.665 1 1 1 0.745 1.18e-06 1 1 1 1 0.0613 0 1 1 1 1 1 0.000469 8.92e-06 1 1 0.00211 1 1 1 1 1 1 1 0 1.9e-14 0.243 0.181 1 1 2.61e-10 0 1 1 0 0.0203 0 0 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