tcga_participant_barcode CLI_years_to_birth CLI_vital_status CLI_days_to_death CLI_days_to_last_followup CLI_primary_site_of_disease CLI_neoplasm_diseasestage CLI_pathology_T_stage CLI_pathology_N_stage CLI_pathology_M_stage CLI_dcc_upload_date CLI_gender CLI_date_of_initial_pathologic_diagnosis CLI_days_to_last_known_alive CLI_radiation_therapy CLI_karnofsky_performance_score CLI_histological_type CLI_radiations_radiation_regimenindication CLI_number_pack_years_smoked CLI_year_of_tobacco_smoking_onset CLI_race CLI_ethnicity CLI_batch_number CLUS_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_ACTB SMG_mutsig2.0_ATP1B1 SMG_mutsig2.0_BHMT SMG_mutsig2.0_CDC27 SMG_mutsig2.0_CSGALNACT2 SMG_mutsig2.0_CUL3 SMG_mutsig2.0_FGFR3_cosmic SMG_mutsig2.0_HNRNPM SMG_mutsig2.0_IDUA SMG_mutsig2.0_LGI4 SMG_mutsig2.0_MET SMG_mutsig2.0_MUC2 SMG_mutsig2.0_NEFH SMG_mutsig2.0_NF2 SMG_mutsig2.0_NFE2L2 SMG_mutsig2.0_PTEN_cosmic SMG_mutsig2.0_SAV1 SMG_mutsig2.0_SF3B1 SMG_mutsig2.0_SKI SMG_mutsig2.0_TDG SMG_mutsig2.0_UBXN11 SMG_mutsig2.0_ZNF598 SMG_mutsig2.0_ZNF814 SMG_mutsig.CV_FGFR3_cosmic SMG_mutsig.CV_HNRNPM SMG_mutsig.CV_MET_cosmic SMG_mutsig.CV_NF2 SMG_mutsig.CV_PTEN_cosmic SMG_mutsig.2CV_AHCY SMG_mutsig.2CV_AHNAK2 SMG_mutsig.2CV_FGFR3_cosmic SMG_mutsig.2CV_HNRNPM SMG_mutsig.2CV_IDUA SMG_mutsig.2CV_KDM6A SMG_mutsig.2CV_MET SMG_mutsig.2CV_MUC5B SMG_mutsig.2CV_NEFH SMG_mutsig.2CV_NF2 SMG_mutsig.2CV_OR2L8 SMG_mutsig.2CV_PTEN_cosmic SMG_mutsig.2CV_SETD2 SMG_mutsig.2CV_SKI SMG_mutsig.2CV_SMARCB1 SMG_mutsig.2CV_TDG SMG_mutsig.2CV_ZNF598 SMG_mutsig.2CV_ZNF814 rate_non rate_sil SMG_ACTB_mRNA SMG_AHCY_mRNA SMG_AHNAK2_mRNA SMG_ATP1B1_mRNA SMG_BHMT_mRNA SMG_CDC27_mRNA SMG_CSGALNACT2_mRNA SMG_CUL3_mRNA SMG_FGFR3_mRNA SMG_HNRNPM_mRNA SMG_IDUA_mRNA SMG_KDM6A_mRNA SMG_LGI4_mRNA SMG_MET_mRNA SMG_MUC2_mRNA SMG_MUC5B_mRNA SMG_NEFH_mRNA SMG_NF2_mRNA SMG_NFE2L2_mRNA SMG_PTEN_mRNA SMG_SAV1_mRNA SMG_SETD2_mRNA SMG_SF3B1_mRNA SMG_SKI_mRNA SMG_SMARCB1_mRNA SMG_TDG_mRNA SMG_UBXN11_mRNA SMG_ZNF598_mRNA SMG_ZNF814_mRNA Amp_2p23.2 Amp_2q32.1 Amp_3q27.1 Amp_5q35.2 Amp_7q31.2 Amp_17q25.2 Amp_19p13.2 Del_1p36.31 Del_2p12 Del_2q22.1 Del_2q37.3 Del_3p22.1 Del_4q34.3 Del_5p15.33 Del_5q35.2 Del_6p12.3 Del_6q22.31 Del_6q25.3 Del_9p21.3 Del_10q21.1 Del_11q22.3 Del_11q23.3 Del_14q11.2 Del_14q24.2 Del_15q13.3 Del_16q24.1 Del_19p13.3 Del_19q13.42 Del_22q12.2 Del_Xp11.4 Del_Xq28 CN_10p_Amp CN_10q_Amp CN_11p_Amp CN_11q_Amp CN_12p_Amp CN_12q_Amp CN_13q_Amp CN_14q_Amp CN_15q_Amp CN_16p_Amp CN_16q_Amp CN_17p_Amp CN_17q_Amp CN_18p_Amp CN_18q_Amp CN_19p_Amp CN_19q_Amp CN_1p_Amp CN_1q_Amp CN_20p_Amp CN_20q_Amp CN_21q_Amp CN_22q_Amp CN_2p_Amp CN_2q_Amp CN_3p_Amp CN_3q_Amp CN_4p_Amp CN_4q_Amp CN_5p_Amp CN_5q_Amp CN_6p_Amp CN_6q_Amp CN_7p_Amp CN_7q_Amp CN_8p_Amp CN_8q_Amp CN_9p_Amp CN_9q_Amp CN_Xp_Amp CN_Xq_Amp CN_10p_Del CN_10q_Del CN_11p_Del CN_11q_Del CN_12p_Del CN_12q_Del CN_13q_Del CN_14q_Del CN_15q_Del CN_16p_Del CN_16q_Del CN_17p_Del CN_17q_Del CN_18p_Del CN_18q_Del CN_19p_Del CN_19q_Del CN_1p_Del CN_1q_Del CN_20p_Del CN_20q_Del CN_21q_Del CN_22q_Del CN_2p_Del CN_2q_Del CN_3p_Del CN_3q_Del CN_4p_Del CN_4q_Del CN_5p_Del CN_5q_Del CN_6p_Del CN_6q_Del CN_7p_Del CN_7q_Del CN_8p_Del CN_8q_Del CN_9p_Del CN_9q_Del CN_Xp_Del CN_Xq_Del Amp_APC_5q35.2_mRNA Amp_ASPSCR1_17q25.2_mRNA Amp_BCL6_3q27.1_mRNA Amp_BDH1_3q27.1_mRNA Amp_BPTF_17q25.2_mRNA Amp_BRIP1_17q25.2_mRNA Amp_CANT1_17q25.2_mRNA Amp_CBX8_17q25.2_mRNA Amp_CD74_5q35.2_mRNA Amp_CD79B_17q25.2_mRNA Amp_CLTC_17q25.2_mRNA Amp_COL1A1_17q25.2_mRNA Amp_DDX5_17q25.2_mRNA Amp_EBF1_5q35.2_mRNA Amp_EIF4A2_3q27.1_mRNA Amp_ETV5_3q27.1_mRNA Amp_FOXK2_17q25.2_mRNA Amp_H3F3B_17q25.2_mRNA Amp_HLF_17q25.2_mRNA Amp_ITK_5q35.2_mRNA Amp_LPP_3q27.1_mRNA Amp_MET_7q31.2_mRNA Amp_MSI2_17q25.2_mRNA Amp_NPM1_5q35.2_mRNA Amp_NSD1_5q35.2_mRNA Amp_PDGFRB_5q35.2_mRNA Amp_PIK3CA_3q27.1_mRNA Amp_PRKAR1A_17q25.2_mRNA Amp_RANBP17_5q35.2_mRNA Amp_RNF43_17q25.2_mRNA Amp_SOX2_3q27.1_mRNA Amp_TERC_3q27.1_mRNA Amp_TFRC_3q27.1_mRNA Amp_TUBD1_17q25.2_mRNA Del_ACSL3_2q37.3_mRNA Del_AKT1_14q24.2_mRNA Del_AKT2_19q13.42_mRNA Del_ALK_2p12_mRNA Del_ARHGEF12_11q23.3_mRNA Del_ARID1A_1p36.31_mRNA Del_ATIC_2q37.3_mRNA Del_ATM_11q22.3_mRNA Del_ATP2B3_Xq28_mRNA Del_ATRX_Xq28_mRNA Del_BCL11A_2p12_mRNA Del_BCL11B_14q24.2_mRNA Del_BCL3_19q13.42_mRNA Del_BCOR_Xq28_mRNA Del_BIRC3_11q22.3_mRNA Del_BUB1B_15q13.3_mRNA Del_C2orf44_2p12_mRNA Del_CAMTA1_1p36.31_mRNA Del_CBFA2T3_16q24.1_mRNA Del_CBL_11q23.3_mRNA Del_CBLC_19q13.42_mRNA Del_CCDC6_10q21.1_mRNA Del_CCNB1IP1_14q11.2_mRNA Del_CD79A_19q13.42_mRNA Del_CDKN2A_9p21.3_mRNA Del_CIC_19q13.42_mRNA Del_CNOT3_19q13.42_mRNA Del_DDX10_11q22.3_mRNA Del_DDX6_11q23.3_mRNA Del_DICER1_14q24.2_mRNA Del_DMD_Xq28_mRNA Del_DNMT3A_2p12_mRNA Del_ELF4_Xq28_mRNA Del_EML4_2p12_mRNA Del_ERCC2_19q13.42_mRNA Del_EZR_6q25.3_mRNA Del_FANCA_16q24.1_mRNA Del_FBXO11_2p12_mRNA Del_FEV_2q37.3_mRNA Del_FGFR1OP_6q25.3_mRNA Del_FLI1_11q23.3_mRNA Del_G6PD_Xq28_mRNA Del_GATA1_Xq28_mRNA Del_GNA11_19p13.3_mRNA Del_GOLGA5_14q24.2_mRNA Del_GPC3_Xq28_mRNA Del_GPHN_14q24.2_mRNA Del_KCNJ5_11q23.3_mRNA Del_KDM5C_Xq28_mRNA Del_KDM6A_Xq28_mRNA Del_KLK2_19q13.42_mRNA Del_LRP1B_2q22.1_mRNA Del_MAF_16q24.1_mRNA Del_MAP2K2_19p13.3_mRNA Del_MAX_14q24.2_mRNA Del_MDS2_1p36.31_mRNA Del_MED12_Xq28_mRNA Del_MLLT4_6q25.3_mRNA Del_MSH2_2p12_mRNA Del_MSH6_2p12_mRNA Del_MSN_Xq28_mRNA Del_MTCP1_Xq28_mRNA Del_MYCN_2p12_mRNA Del_NCOA1_2p12_mRNA Del_NCOA4_10q21.1_mRNA Del_NF2_22q12.2_mRNA Del_NONO_Xq28_mRNA Del_NPM1_5q35.2_mRNA Del_NSD1_5q35.2_mRNA Del_PAF1_19q13.42_mRNA Del_PAFAH1B2_11q22.3_mRNA Del_PARK2_6q25.3_mRNA Del_PCSK7_11q22.3_mRNA Del_PHF3_6p12.3_mRNA Del_PHF6_Xq28_mRNA Del_POU2AF1_11q22.3_mRNA Del_PPP2R1A_19q13.42_mRNA Del_PRDM16_1p36.31_mRNA Del_PRKG1_10q21.1_mRNA Del_RANBP17_5q35.2_mRNA Del_REL_2p12_mRNA Del_RPL10_Xq28_mRNA Del_RPL22_1p36.31_mRNA Del_SDHB_1p36.31_mRNA Del_SDHD_11q22.3_mRNA Del_SEPT6_Xq28_mRNA Del_STAG2_Xq28_mRNA Del_STK11_19p13.3_mRNA Del_TCF12_15q13.3_mRNA Del_TCF3_19p13.3_mRNA Del_TCL1A_14q24.2_mRNA Del_TCL6_14q24.2_mRNA Del_TERT_5p15.33_mRNA Del_TFE3_Xq28_mRNA Del_TFPT_19q13.42_mRNA Del_TNFRSF14_1p36.31_mRNA Del_TRIP11_14q24.2_mRNA Del_TSHR_14q24.2_mRNA Del_WAS_Xq28_mRNA Del_WWOX_16q24.1_mRNA Del_XPO1_2p12_mRNA Del_ZNF132_19q13.42_mRNA Del_ZNF331_19q13.42_mRNA Del_ZRSR2_Xq28_mRNA TCGA-2K-A9WE 53 0 NA 214 kidney stage ii t2b nx m0 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 398.27.0 1 1 1 1 1 1 1 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 17.043312 12.145005 11.593761 12.812431 11.227830 9.920811 9.303375 10.070978 7.912376 11.734161 8.886303 7.852714 4.038937 13.047886 1.360870 2.623890 6.004717 11.046310 11.786878 10.716652 9.013347 10.519723 12.378782 10.429639 10.464148 8.326645 10.196279 9.569339 7.438018 0.0108900 0.0111210 0.2090100 0.2324100 0.3863400 0.1647500 -0.0128510 -0.0022168 0.0108900 0.0108900 0.0111210 0.2090100 -0.0065050 0.2293100 0.2324100 -0.0324500 -0.0324500 -0.0324500 -0.0059490 -0.0165670 -0.0047079 -0.0047079 -0.0033243 -0.0038754 -0.0085766 0.2209900 -0.0128510 -0.0185070 -0.0173910 0.0734020 0.0734020 0.000 0.000 0.000 0.000 0.229 0.229 0.000 0.000 0.000 0.221 0.221 0.165 0.165 0.000 0.000 0.000 0.000 0.000 0.000 0.449 0.449 0.202 0.000 0.000 0.000 0.209 0.209 0.000 0.000 0.229 0.229 0.000 0.000 0.386 0.386 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.229 0.229 0.000 0.000 0.000 0.221 0.221 0.165 0.165 0.000 0.000 0.000 0.000 0.000 0.000 0.449 0.449 0.202 0.000 0.000 0.000 0.209 0.209 0.000 0.000 0.229 0.229 0.000 0.000 0.386 0.386 0.000 0.000 0.000 0.000 0.000 0.000 9.040341 9.658235 11.142876 9.062687 10.021213 2.739373 10.072355 7.016212 17.252806 6.342713 13.168940 12.092349 13.460603 6.839832 12.913722 9.558569 10.002551 13.170950 7.522748 6.711357 7.077852 13.047886 7.714889 12.793402 10.493746 9.070978 8.069600 12.582568 6.126395 7.448324 -0.961002 NA 10.614944 7.044557 9.92691446 11.78796376 10.95705023 3.68278676 11.77554572 10.48342966 10.53828003 10.15137190 NA 9.54969651 5.85911232 6.61636064 9.67374350 8.75832117 11.24533629 5.60559508 7.45678480 9.10367519 6.10502220 9.68278852 6.01621326 10.37096894 8.57420787 7.83009557 5.96967086 10.60641317 9.57809111 8.92615305 11.02690689 10.03681746 7.40962005 8.73241947 9.35521387 10.72936693 9.29590757 13.64006476 8.33814047 9.97188522 0.03899798 7.37213286 9.52274805 11.80193719 2.36086990 8.41831056 9.67283582 4.62389612 9.16046595 9.82846609 10.81124696 7.85271364 -0.96100202 5.14745731 11.53203725 10.90350546 10.71003108 -0.96100202 9.97998002 10.05574066 8.31970328 8.91698323 13.55420102 5.66726769 1.03892777 9.72104910 12.67476385 11.04631009 12.08639713 12.79340237 10.49374569 10.36872874 8.27494650 6.96374460 9.56225903 9.97557029 8.60498644 7.88442270 12.38336699 2.62389027 4.59352110 6.12639474 5.82029131 13.43087136 12.44726211 10.76131304 11.05956511 9.78376619 10.24228035 10.24777635 10.04455696 9.81947212 2.73937289 1.62391367 -0.96100202 10.93526481 8.67939424 12.13832128 7.82683509 4.43124853 9.93375010 8.06130044 11.40852973 6.22875713 10.07028896 8.31738186 TCGA-2Z-A9J1 71 0 NA 2298 kidney stage i t1a n0 mx 19-3-2015 male 2008 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 398.27.0 2 1 1 2 2 2 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 16.754209 11.701713 12.795714 14.558692 9.779229 9.367714 7.534147 10.057374 9.988661 11.902385 8.861250 7.872949 3.074711 13.184930 -1.012752 1.572211 3.379566 11.095777 11.098714 9.919467 8.750465 10.236366 11.950691 9.940721 11.164361 8.383857 10.270920 9.903879 7.449223 -0.0099698 0.0080567 0.0182430 -0.0038779 0.7402400 0.6697400 -0.0545550 -0.0083005 0.0080567 0.0080567 0.0059562 0.0182430 0.0154800 -0.0038779 -0.0038779 0.0000000 0.0000000 0.0000000 -0.0143660 -0.0224690 -0.0140900 -0.0140900 -0.0096806 -0.0160070 -0.0429240 0.6799400 -0.0545550 -0.0561000 -0.0605560 0.1460700 0.1360100 0.000 0.000 0.000 0.000 0.663 0.663 0.713 0.000 0.000 0.680 0.680 0.670 0.670 0.702 0.702 0.000 0.000 0.000 0.000 0.670 0.670 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.733 0.733 0.000 0.000 0.000 0.000 0.146 0.146 0.000 0.000 0.000 0.000 0.663 0.663 0.713 0.000 0.000 0.680 0.680 0.670 0.670 0.702 0.702 0.000 0.000 0.000 0.000 0.670 0.670 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.733 0.733 0.000 0.000 0.000 0.000 0.146 0.146 8.306925 10.176459 9.990771 9.781668 10.202179 2.157173 10.304100 7.601962 15.280796 5.510813 13.133344 11.157178 13.579009 4.157181 12.063901 7.172127 10.372036 13.939630 10.185698 5.462985 5.768613 13.184930 7.742140 11.903692 9.893391 8.034376 7.211255 12.626480 5.272654 8.680740 -1.012752 NA 8.799430 7.026172 10.24699587 11.92389049 11.37957001 3.15717309 11.66453177 10.22027299 10.55615875 9.45994344 4.47910766 9.57033541 6.39664417 5.84523411 9.71687329 8.75709027 9.54662962 4.76861310 6.92976733 9.67725047 5.17707664 9.03573936 6.43846419 9.92756613 9.81538906 6.73544500 3.30917619 10.47207546 9.52252798 9.62478303 11.06873603 9.10489565 6.57970965 7.88509782 8.52058215 10.30240211 9.39962122 14.98637174 7.80048838 9.79138351 NA 7.48286764 7.29559171 10.73544543 1.30917619 8.40088029 9.66144481 5.47910442 8.88811947 5.83274321 10.65036589 7.87294877 -0.01275191 -1.01275191 10.33154848 11.07537826 10.23873492 -1.01275191 9.11137384 10.97202701 8.04524418 8.30240222 12.62885277 5.86020551 1.57221059 9.50098007 12.40773917 11.09577703 12.19518200 11.90369190 9.89339149 10.53559285 7.58344236 6.97593736 9.62447509 9.64367746 8.16964696 5.90611614 13.12896060 NA 2.15717309 5.27265404 3.51081005 13.14314912 12.48908974 11.26046537 11.37849618 8.76532953 9.90611584 10.54949494 9.61478639 9.96094995 0.57221059 -1.01275191 -1.01275191 10.33763929 8.44301148 11.02938386 8.07471521 0.57221059 7.97877451 8.88055421 11.11910953 6.35357560 8.35138716 7.72196250 TCGA-2Z-A9J2 71 0 NA 1795 kidney stage i t1a nx mx 19-3-2015 female 2008 NA yes NA kidney papillary renal cell carcinoma yes 30 NA white not hispanic or latino 398.27.0 1 2 NA NA 3 1 1 1 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 16.513280 12.591601 12.669390 15.130875 9.119663 9.396554 6.417616 10.316119 9.709971 11.582304 8.450943 7.009531 4.009535 11.805446 NA 1.894061 1.309118 10.656713 11.463270 9.739544 8.116446 9.129270 11.120466 8.666643 11.191734 7.396554 10.030191 9.640008 6.454362 0.0035653 0.0035653 0.6864900 -0.0194520 -0.0076101 0.6775200 -0.0060904 0.0087528 0.0035653 0.0035653 0.0040243 -0.0053992 -0.0107840 -0.1516800 -0.0194520 -0.0143660 -0.0250020 -0.0038779 0.0041632 0.0000000 -0.0034627 -0.0034627 -0.0018014 -0.0018014 -0.0495590 0.0157270 -0.0060904 -0.0060904 0.0084743 -0.3517900 0.4761500 0.000 0.000 0.000 0.000 0.673 0.673 0.000 0.000 0.000 0.000 0.000 0.678 0.678 0.000 0.000 0.000 0.000 0.000 0.511 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.686 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.634 0.634 0.000 0.000 0.124 0.476 0.000 0.000 0.000 0.000 0.673 0.673 0.000 0.000 0.000 0.000 0.000 0.678 0.678 0.000 0.000 0.000 0.000 0.000 0.511 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.686 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.634 0.634 0.000 0.000 0.124 0.476 8.1228725 10.8836848 8.0370115 10.8316728 9.3507505 0.3090597 10.6884697 8.4989158 15.7201057 6.8789472 13.1537971 10.1871422 13.0826426 4.2159814 13.2600116 9.6533872 10.4524745 13.3014986 9.0198979 4.3965568 6.0370110 11.8054458 7.7929067 13.2965330 9.2863713 8.1856084 6.6489414 12.0581227 4.5570179 5.3965534 NA 1.3091180 8.2457291 6.2398295 9.7332576 11.1748245 11.7035540 2.3090889 11.1116077 9.3616594 11.6900934 8.3643737 0.3090597 9.6355208 5.6666430 4.7685231 9.7395439 7.0233363 8.7478831 4.3965568 6.6489414 10.0953609 5.4383727 7.9815165 7.5852157 9.9256402 10.1435623 6.9384481 8.3805537 10.1419813 9.4739981 9.2159819 10.1340501 8.4383744 5.5944948 7.8789466 8.6710350 9.5805542 9.6105875 14.4331318 5.8373504 9.1514415 NA 7.1794563 6.8482499 11.8996783 NA 6.8636796 9.4383744 5.7353570 9.3860405 4.6310169 10.0060588 7.0095308 NA 0.3090597 10.6765061 12.0781026 10.4815188 NA 9.8149029 10.1825354 8.0706426 8.7353560 13.3192697 5.4754060 2.6310111 8.4890006 11.6008376 10.6567127 13.2658304 13.2965330 9.2863713 10.6544965 6.1917344 7.7099709 9.7399620 9.2748755 8.3965543 5.5570179 13.6688409 1.3091180 0.3090597 4.5570179 0.3090597 15.1873075 13.4422335 11.9173461 11.2963553 7.4790163 10.2054237 10.1196629 8.8827384 9.5944935 2.6310111 0.3090597 9.0471836 10.4639094 8.6734010 12.0341976 7.5852157 NA 7.9601427 8.0505583 10.6960316 6.4383744 6.7520354 7.5282595 TCGA-2Z-A9J3 67 1 1771 NA kidney stage ii t2 nx mx 19-3-2015 male 2008 NA yes NA kidney papillary renal cell carcinoma yes NA 1959 white not hispanic or latino 398.27.0 2 3 2 3 2 2 2 3 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 16.9791997 11.8151149 12.4883243 13.6831658 11.0084844 9.8585076 7.4255483 10.3827786 10.3571317 11.5576920 10.1431833 7.8306806 2.4406599 15.3618885 -1.4663370 0.1187584 1.5337627 10.8758391 11.6652340 10.1410948 8.7661853 10.4164075 12.0224833 10.8838749 10.9725563 7.8978993 10.5512689 9.9777440 7.2853088 0.0041632 0.0041632 1.7051000 -0.0208240 2.4968000 0.8892600 3.3458000 0.0048579 0.0041632 0.0041632 0.0041632 -0.0182820 -0.0316320 1.7446000 -0.0208240 -0.0166700 -0.0268510 -0.0268510 0.0012481 -0.0059522 0.0020805 0.0020805 -0.0109620 0.0000000 0.0160060 0.9454300 -0.0016629 0.0146090 0.0108420 0.1998600 0.1887000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.898 0.898 0.896 0.896 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.702 0.000 0.000 1.676 0.000 0.000 0.000 2.497 2.497 -0.122 0.857 0.000 0.000 0.189 0.189 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.898 0.898 0.896 0.896 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.702 0.000 0.000 1.676 0.000 0.000 0.000 2.497 2.497 -0.122 0.857 0.000 0.000 0.189 0.189 8.8226304 9.8540009 10.4803052 9.7987934 10.1401696 5.1776189 10.5870115 8.0094978 13.3041702 2.2341947 12.7995992 9.1964327 13.2877124 3.2886539 12.7688811 10.4685610 10.3666544 13.6287081 9.3467440 1.8557107 6.4645016 15.3618885 8.3823876 12.1256373 9.9000867 6.9890913 8.3085516 12.4624679 6.2272520 7.0573268 1.3411318 0.5337627 9.6442478 7.3314258 9.8924156 11.3385005 12.6388545 NA 12.3705052 10.4160253 10.6363963 9.7309811 NA 9.8028911 3.5337627 2.2341947 9.9180085 9.3411194 8.5238685 7.4872331 7.2616850 9.4784764 2.6212196 9.5428932 7.6986713 9.9610773 9.2106032 0.5337627 8.5836131 10.8733361 10.1585600 10.1017205 10.7727662 9.6809694 9.3378955 6.4225072 9.2263799 10.3898008 8.8691549 14.3048928 8.7768432 9.7229713 -1.4663370 7.7966581 5.1484745 10.4338765 1.1187584 8.4436576 9.9792967 7.1667596 8.8879696 1.3411318 10.6873165 7.8306806 1.7036766 -0.4661377 8.1224791 11.1886242 9.6152478 -1.4663370 9.5747390 11.2389648 8.8791697 9.2185131 12.6275946 5.9867067 -0.4661377 9.2070734 11.3455405 10.8758391 12.4315154 12.1256373 9.9000867 10.2582783 8.0940972 7.0729236 9.9088039 9.9579307 8.7589720 -1.4663370 12.7688811 NA 4.0883536 6.2272520 2.2341947 12.7835601 12.0962454 10.3901899 10.5453412 7.3761150 10.1694826 10.3431306 9.5774753 10.5121174 -1.4663370 0.1187584 6.5449922 10.0636829 7.8111679 10.8549964 8.4511365 NA 6.0256180 8.9142255 11.3230943 6.3411194 2.9932033 7.3917454 TCGA-2Z-A9J5 80 0 NA 3050 kidney stage ii t2 nx mx 19-3-2015 male 2006 NA yes NA kidney papillary renal cell carcinoma yes 32 NA white not hispanic or latino 398.27.0 3 1 1 2 3 1 1 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 17.120829 11.423466 11.930563 13.701915 11.263752 9.313061 7.858956 10.092446 9.211745 11.585404 9.444796 7.278859 4.649500 12.225751 NA 1.649523 4.404392 12.249880 11.081000 9.954424 8.529086 10.220307 12.024271 9.323695 10.973683 7.643856 10.659331 9.519867 7.402586 0.4847500 0.4847500 0.6164300 -0.0171160 0.6266100 0.6207900 -0.0113350 -0.0044454 0.4847500 0.4847500 0.4847500 0.6141000 -0.0034627 -0.0171160 -0.0171160 -0.0136770 -0.0136770 -0.0136770 -0.0011087 0.0000000 -0.0098722 -0.0098722 -0.0540160 -0.0540160 0.0024969 0.6424900 -0.0113350 -0.0113350 -0.0105080 0.1529300 0.1529300 0.000 0.000 0.000 0.000 0.621 0.621 0.000 0.000 0.000 0.642 0.642 0.621 0.621 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.485 0.485 0.616 0.616 0.000 0.000 0.000 0.000 0.000 0.000 0.627 0.627 0.000 0.000 0.000 0.000 0.153 0.153 0.000 0.000 0.000 0.000 0.621 0.621 0.000 0.000 0.000 0.642 0.642 0.621 0.621 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.485 0.485 0.616 0.616 0.000 0.000 0.000 0.000 0.000 0.000 0.627 0.627 0.000 0.000 0.000 0.000 0.153 0.153 7.8540736 10.3867501 10.0299638 9.2933590 9.4374052 1.2344400 10.0310457 8.1252363 16.8255298 5.8194281 12.9497123 11.3183877 13.0422227 4.6036976 12.2295257 7.7475351 10.2174588 13.6891073 9.5787612 5.9349057 6.4949931 12.2257509 6.8491749 12.0947763 9.5090376 8.2307035 6.9256268 12.0836097 4.6036976 7.8638220 NA -0.3505225 9.9498553 6.7787855 9.6760262 11.6167290 11.2503448 5.4308640 10.9623857 9.1533286 10.9115976 9.0267132 NA 9.0158251 6.8686707 6.2344649 10.2222030 7.8879072 9.9302736 3.5399529 7.6774089 9.6452699 4.8589557 8.4600745 7.7890543 9.9567036 9.4712767 5.8194281 5.7787868 9.9714309 9.4308625 9.5183252 10.8036880 8.9068906 6.5920174 7.4504030 8.2079236 10.7101987 9.4308625 14.6028353 8.1430383 10.0026496 -0.3505225 7.3513986 8.1453580 10.7890541 0.6494775 6.6267822 9.1252363 4.4043923 8.7503489 8.1373426 10.3654648 7.2788592 NA 1.9714424 10.7954349 11.4052249 10.5405270 NA 8.8783213 9.8430282 7.8589564 8.7992499 12.8931230 6.0638071 1.6495235 9.5728302 11.6596811 12.2498803 11.9907436 12.0947763 9.5090376 10.7236442 6.1089342 6.8589557 9.9970688 9.4390363 7.6210460 5.2344668 13.3138389 -0.3505225 1.6495235 4.6036976 3.5563926 13.8942635 12.7085091 11.1881767 11.0402092 9.1130272 9.5728302 10.2212554 8.8662487 9.8722977 1.9714424 NA -0.3505225 10.4201667 9.3670078 11.8941669 7.5198674 NA 9.4357723 8.3909698 11.0498485 6.1252357 9.7034287 8.3429898 TCGA-2Z-A9J6 60 0 NA 1731 kidney stage i t1a nx mx 19-3-2015 male 2009 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 398.27.0 3 3 1 2 3 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 16.669043 11.449717 11.670156 14.619575 12.389313 9.403356 7.059975 10.002797 9.990092 11.828407 9.062040 7.646737 3.086750 13.005956 NA 1.584241 3.699718 11.133384 11.327028 10.188486 9.128562 10.868873 12.409333 10.277728 10.976201 8.336901 10.622246 10.075426 7.424369 0.01115900 0.01419000 0.82950000 -0.01092200 0.83866000 0.83530000 -0.03912200 -0.00572360 0.01115900 0.01419000 0.01127600 0.82317000 -0.00180140 0.00485790 -0.01092200 -0.00761010 -0.00761010 -0.00761010 0.00458000 -0.00808120 -0.00013862 -0.00013862 -0.00138580 -0.00138580 -0.00097017 0.83314000 -0.03912200 -0.03912200 -0.02041200 0.13954000 0.14370000 0.000 0.000 0.000 0.000 0.825 0.825 0.000 0.000 0.000 0.768 0.768 0.800 0.800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.853 0.000 0.000 0.000 0.833 0.833 0.000 0.000 0.000 0.000 0.000 0.000 0.839 0.839 0.000 0.000 0.000 0.000 0.138 0.138 0.000 0.000 0.000 0.000 0.825 0.825 0.000 0.000 0.000 0.768 0.768 0.800 0.800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.853 0.000 0.000 0.000 0.833 0.833 0.000 0.000 0.000 0.000 0.000 0.000 0.839 0.839 0.000 0.000 0.000 0.000 0.138 0.138 8.8114562593 9.9908007435 10.7280496619 10.2875682183 10.1841541870 2.5842409728 10.0572706011 7.5954686012 15.0944079630 4.5842409728 13.0275302631 9.8447688368 13.5899243527 2.9992784721 12.6406532579 6.8258275952 10.4097301418 13.4772900101 10.2328985085 5.3915958949 7.0920361417 13.0059555557 8.1891035253 11.9048538691 9.9211197068 7.4709540931 7.8819221331 12.0026210613 6.4750119030 8.3524257390 -1.0005771935 -0.0007215279 8.6892767930 7.2328986284 9.5757631 11.5097958 11.3576553 2.4587232 11.7678767 10.0361393 10.4049522 9.5011161 NA 9.4790591 7.2613738 5.5842410 10.3053405 8.6249877 9.9454541 4.3536620 7.1742047 9.3424645 5.8940974 9.0880671 7.0814280 10.1754520 9.7066379 4.2087357 5.5991928 10.3502180 9.7331416 10.4022908 10.8361182 9.5691345 6.2376842 8.9950460 8.3786573 10.4901298 8.9329694 15.1824490 8.3748178 9.9600048 NA 8.0178406 6.7541660 9.8525883 -1.0005772 7.9851207 9.6176643 4.3915959 9.2436427 5.8321685 10.6162870 7.6467373 NA 3.6431404 11.2349940 11.0800963 10.5828317 NA 9.2340963 10.9915091 7.8572601 8.5267559 12.8660748 6.3098910 5.2846807 9.5529081 11.8521984 11.1333842 12.4221320 11.9048539 9.9211197 10.4941345 7.6286351 7.1692035 8.9876369 9.9203759 8.2038501 2.8066334 12.9484672 2.6997293 3.6431404 6.4750119 4.1285656 13.2612187 12.3645077 11.1891034 11.4359904 7.5991913 9.9701037 10.0188696 9.7682902 10.2472063 NA -1.0005772 NA 10.4622922 7.9321137 11.3798563 8.2376837 0.5842891 7.6892768 8.3502179 11.2569613 7.0973106 7.5306599 7.6322740 TCGA-2Z-A9J7 63 1 139 NA kidney stage iv t2 nx m1 19-3-2015 male 2007 NA yes NA kidney papillary renal cell carcinoma yes 25 1984 white not hispanic or latino 398.27.0 2 3 2 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 16.64922343 13.02596555 13.02979862 13.46346473 5.79376066 9.48465757 7.45889461 10.20944301 9.92108042 11.50315734 10.02051234 7.39239900 3.16697247 14.65449393 NA 0.07956585 0.07956585 11.05679606 11.11872310 9.85841467 9.23559927 10.21201589 11.91536916 10.39296606 10.94215349 7.93126524 10.36780546 10.30351775 6.89329789 0.01042400 0.01042400 0.00986690 -0.00013862 2.36630000 0.79510000 2.81590000 -0.01656700 0.01042400 0.01042400 0.01042400 -0.00085092 0.00889200 -0.00013862 -0.00013862 -0.00069303 -0.00069303 -0.00069303 0.00352400 -0.00774820 -0.91364000 -0.91364000 -0.00083160 -0.01230000 -0.01560400 -0.02356600 -0.09128700 -0.06262900 -0.04753100 0.08840300 0.09130000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.794 0.794 0.000 0.000 0.000 0.000 0.000 0.000 0.823 0.823 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 2.407 2.407 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.794 0.794 0.000 0.000 0.000 0.000 0.000 0.000 0.823 0.823 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 2.407 2.407 0.000 0.000 0.000 0.000 0.000 0.000 8.35796540 9.97357598 9.52142279 9.88284003 9.90606457 1.66448284 9.97584854 7.44146024 12.93526061 3.47183776 13.05294445 9.77474440 13.28508032 3.07951465 12.81623515 7.69054071 10.44474501 13.51843790 8.21906733 2.07953172 4.77995831 14.65449393 7.71976117 12.92823686 9.83356849 7.67570586 7.11293882 12.39537328 6.47183289 7.85100564 0.07956585 0.66448284 9.38671698 6.98640638 9.19325823 12.01578599 11.70453997 NA 10.73504689 9.92186652 10.98790875 8.84106738 NA 9.15766702 7.03951789 4.36491556 10.07881155 8.82098307 7.11293882 4.69422833 8.03080064 9.38557772 2.07953172 8.02203040 6.73056796 10.27980173 10.72021296 1.40146664 6.05679593 10.49894970 9.69054089 8.21394261 10.24818827 9.33572486 7.34161133 8.75899633 7.67942872 10.30532602 9.11174106 14.76866784 5.56268814 9.82350895 0.07956585 7.57796653 5.61867621 10.50892289 0.66448284 7.79376196 9.79547816 2.98641094 9.10533393 2.88686226 10.58135332 7.39239900 NA 1.07949758 6.96825898 11.32358258 10.17227323 NA 9.50578079 11.01099238 8.36722864 9.10327050 12.99828622 6.66680629 1.66448284 9.63218532 11.71659378 11.05679606 12.32283890 12.92823686 9.83356849 10.38557782 6.42824458 7.46753382 9.05121764 9.43045527 8.16432470 -0.92057068 12.97537538 1.40146664 1.40146664 6.47183289 2.98641094 14.52227857 13.13530694 11.18934677 10.79462015 7.78341998 9.82770901 9.98339796 9.21265834 10.57337159 NA NA 4.80743736 10.12936468 8.72080925 11.74601975 8.50578099 NA 6.15633189 8.21137292 11.04349591 7.23433462 6.88687079 7.43266299 TCGA-2Z-A9J8 50 0 NA 2047 kidney stage i t1b nx mx 19-3-2015 male 2007 NA yes NA kidney papillary renal cell carcinoma yes 60 1977 white not hispanic or latino 432.22.0 1 2 2 4 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 16.568114 12.940516 13.792789 14.053612 7.262934 9.991091 7.572262 11.285495 8.755066 11.771004 8.279849 8.540272 2.665370 12.754229 NA 0.417488 2.587365 10.600769 11.683150 9.742750 8.723506 10.484542 12.458675 9.219960 10.950774 7.981594 8.834242 9.121348 8.508364 -0.00717060 0.00549570 0.00688630 -0.00227380 0.00396720 -0.01263200 -0.03046000 -0.85046000 -0.00717060 0.00285620 -0.01042700 0.00688630 0.02631600 -0.85078000 -0.00227380 -0.84278000 -0.83530000 -0.83530000 0.00022025 -0.84222000 -0.00199680 -0.00199680 0.00035890 0.00035890 -0.01001300 -0.01332100 -0.03046000 -0.02499100 -0.01840900 -0.12764000 -0.12848000 -0.842 -0.842 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.806 0.000 0.000 0.000 0.000 0.000 0.000 -0.128 -0.128 -0.842 -0.842 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.806 0.000 0.000 0.000 0.000 0.000 0.000 -0.128 -0.128 9.140252 9.741625 9.500923 9.124803 10.377808 5.103947 9.848942 7.198804 15.054394 3.702846 13.700605 9.636612 13.309939 3.275424 12.639484 10.261758 9.765619 12.502999 8.397584 5.117882 9.164798 12.754229 8.479490 13.295447 10.526948 6.712065 8.177332 11.923132 4.525969 8.163959 NA 0.417488 11.176916 6.536386 10.178580 11.271728 11.625068 -0.582512 12.526213 9.880968 11.724929 9.935113 NA 10.100000 7.371640 5.546728 9.141105 8.666557 7.985400 6.269005 7.852073 8.441198 4.198801 9.247959 7.192231 9.974908 9.414624 1.587365 7.567191 10.515147 9.637822 10.122644 11.557795 9.529232 7.582351 7.145365 8.912300 10.905535 9.451555 13.060906 8.197426 10.347072 NA 7.559525 7.039496 14.402886 -1.582512 8.512841 10.190995 3.546722 9.549429 4.739373 10.735422 8.540272 NA 7.584862 11.000292 11.173375 10.750879 NA 9.640239 9.538977 8.303141 9.293193 13.611277 6.061083 6.504906 9.602939 11.895582 10.600769 12.544874 13.295447 10.526948 10.168151 8.949800 9.614046 9.266223 10.622626 9.332576 1.417434 13.242751 1.587365 3.324335 4.525969 4.909298 13.561391 12.114737 10.090311 11.518599 8.565920 10.790037 10.000056 10.625678 9.578576 NA 2.876880 8.143662 10.989907 8.680690 9.523824 9.704579 -1.582512 7.411797 8.553153 11.456020 7.977777 7.889119 7.397584 TCGA-2Z-A9J9 77 0 NA 2294 kidney stage i t1a nx mx 19-3-2015 male 2006 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 432.22.0 1 1 2 5 4 3 3 4 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 15.6185368 10.6109778 10.4444125 13.5166164 9.9887994 10.0793512 8.4878911 10.7272510 13.0021449 11.9186224 7.6357950 9.2525415 10.8704431 12.5143224 NA -0.4190827 1.7509066 9.9352499 11.3247010 11.1084775 10.0332418 10.8422140 12.6610686 11.4434442 10.4170509 8.0768557 10.0783534 8.8122216 8.4792391 0.00152550 0.00117390 0.00116670 0.00541390 -0.00097017 0.00249690 -0.00332430 -0.00055444 0.00117390 0.00117390 0.00117390 0.00166420 -0.00484610 -0.00566850 0.00541390 0.00000000 0.00000000 0.00000000 -0.00628900 0.00000000 0.00069327 0.00069327 0.00124810 -0.00241040 -0.00152430 -0.00069303 -0.00332430 -0.00428480 -0.02192100 0.00541390 0.00541390 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.3148633 7.7102837 10.6260776 8.0486062 11.0412004 3.5351945 10.3754164 6.2248564 13.8513324 7.3656357 12.6992928 11.1489566 13.1829454 8.4011795 13.7943326 9.6288060 9.5561320 14.0826823 10.5194774 4.7307486 7.2320525 12.5143224 7.8312990 13.7533890 11.0731041 11.8222389 8.4803576 12.7876334 0.1659441 9.0708484 -0.4190827 NA 10.7361350 7.9186224 10.1418110 11.6579831 11.3020997 -1.4188898 12.5107213 11.0902807 9.7005902 10.2275593 NA 10.4845058 6.4202045 6.9252969 8.7370837 9.8727467 9.6724359 4.4677946 7.8733223 8.8301140 5.0239428 9.3029542 6.4327490 10.3462867 10.3216245 3.2248584 5.5922268 10.9674019 9.8098192 8.4803576 11.8195546 10.7215108 9.7995638 8.6947427 9.9297287 9.7782173 8.4296235 14.3448872 6.8764936 10.4957594 NA 7.3925355 9.4209916 9.1537007 0.5810137 9.2995334 9.9554966 5.4998650 8.8606112 7.3947816 11.0713501 9.2525415 NA 6.4575171 10.5901293 10.5664867 10.0450357 0.5810137 10.2943871 12.4477965 9.4178399 10.1692467 13.6107623 8.2526300 4.1957098 10.5957185 11.8669806 9.9352499 12.7912153 13.7533890 11.0731041 10.3174024 8.5102590 7.0728540 9.4885447 11.0278254 9.1394211 2.3883549 12.9643673 7.3458718 6.4878915 0.1659441 5.4011799 14.3497801 13.5931886 10.1654933 10.9938350 9.5922277 11.3016723 10.1389428 10.3228889 10.2913766 -1.4188898 3.3358834 NA 10.2631173 7.8983680 11.2412082 9.6005913 2.6684596 6.5753547 8.2516566 11.7938009 7.8501274 9.3199372 7.7534280 TCGA-2Z-A9JD 66 0 NA 1060 kidney stage i t1a nx mx 19-3-2015 male 2009 NA yes NA kidney papillary renal cell carcinoma yes 40 1961 white not hispanic or latino 432.22.0 2 3 3 6 3 1 1 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 16.4939992 12.7876046 12.8010878 15.0996108 11.2451878 9.9843712 7.5527406 10.4076953 10.6940435 11.6253584 7.3041879 8.5764568 1.3748447 14.0805418 NA -0.9470277 2.9597887 10.3515304 11.1524071 10.2823147 9.6602252 10.5025594 12.2051798 9.8102850 10.7257622 8.3126384 9.3348250 8.7515996 6.0536827 0.0027745 0.0027745 -0.0076101 0.0048579 0.7552800 0.7258400 -0.0399320 -0.0056757 0.0027745 0.0027745 0.0027745 -0.0076101 0.0048579 0.0048579 0.0048579 -0.0112140 0.0011093 0.0011093 0.0000000 -0.0048461 0.0030522 0.0030522 -0.0042929 -0.0042929 -0.0080244 -0.0071958 -0.0399320 -0.0430590 -0.0232920 0.0548850 0.0548850 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.712 0.712 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.755 0.755 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.712 0.712 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.755 0.755 0.000 0.000 0.000 0.000 0.000 0.000 9.2611293 9.7952044 9.6877060 9.9085421 10.6953980 3.7533371 10.4633463 7.5487503 13.0913853 3.3748169 13.9770579 10.2165446 13.8397261 4.4104497 13.0264130 6.4192169 10.5148859 13.1619094 9.6537370 4.3382960 7.5725312 14.0805418 9.4137419 12.8796420 10.0230008 7.9232597 8.1216734 12.7187860 4.7533371 6.8602502 0.0528332 0.0528332 10.0924995 7.5881704 9.7567985 11.0005319 12.3055604 NA 12.5354508 10.3108720 11.1246925 9.8897344 NA 10.5066800 4.0972905 4.5123280 9.6434819 9.5587065 7.3703073 3.5939154 6.7393958 9.1270363 3.8077774 9.0486621 6.3196812 10.2115046 10.2000998 0.0528332 1.3748447 10.7437660 9.4548411 10.2427196 11.0557100 9.8219063 6.8144466 7.2768967 7.8144460 11.0132589 9.4875231 14.9285243 6.3356119 9.9309459 NA 8.3797739 5.7671410 8.9998013 1.3748447 9.0863180 9.9545161 6.7808153 10.8163771 3.5123280 10.6284342 8.5764568 NA -0.9470277 11.2290681 11.0546550 9.9085421 NA 9.8738716 11.3843718 7.9717579 9.0273094 13.2149715 4.8229290 6.6453515 9.9263390 12.9445837 10.3515304 12.4737763 12.8796420 10.0230008 10.4854369 8.7688569 7.4104471 9.3752626 10.7667110 8.3725669 -0.9470277 12.7153408 1.6378421 1.3748447 4.7533371 5.2623467 13.4182024 12.8111182 11.5077083 12.0299959 8.4126444 10.6532725 9.7884510 10.3102827 9.6472195 0.0528332 5.5123280 NA 9.9710128 7.6066014 11.3314925 9.8714771 -0.9470277 6.1297096 8.3313442 11.4317316 7.0752631 6.0070923 6.8276819 TCGA-2Z-A9JE 59 0 NA 1728 kidney stage i t1a nx mx 19-3-2015 male 2010 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 432.22.0 2 3 2 4 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 16.8930240 12.0165144 13.0372631 14.0507187 8.8361021 9.7546444 6.6700543 10.6027325 10.6172640 11.8967339 9.3490297 7.2526919 1.5615461 15.2320200 NA 0.9765836 4.8094556 10.9825426 11.2813834 10.0072343 9.0798551 10.1969456 11.9897154 10.0466882 11.6824155 7.8864605 10.0857449 8.8484724 6.6738122 0.00847430 0.00847430 -0.01473400 0.00041593 1.60710000 0.79549000 2.20700000 -0.00013862 0.00847430 0.00847430 0.00847430 -0.01903100 0.00000000 0.00471900 0.00041593 -0.00249380 -0.00249380 -0.00515070 0.00097064 -0.00387790 -0.39842000 -0.39842000 0.00055459 -0.00679750 -0.00166290 -0.00041585 -0.06262900 -0.03707500 -0.02780800 0.07923800 0.08085400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.798 0.798 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.617 1.617 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.798 0.798 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.617 1.617 0.000 0.000 0.000 0.000 0.000 0.000 7.8530843 9.8329927 8.5273140 10.2368987 10.1237721 3.6770120 10.5615297 7.4070196 13.6693461 3.6204222 13.0993143 10.5783380 13.8953839 3.7839176 12.0048186 8.2984952 10.6276189 14.1107528 7.8804492 1.5615461 4.7314548 15.2320200 8.4784044 12.8336735 9.9659617 8.2596557 7.0903094 12.1532079 6.6770064 6.0099898 -0.0234164 NA 8.2665860 7.7112767 9.8141952 11.8185246 11.4731713 -1.0235630 11.5191155 9.9028632 10.8392046 9.1552321 NA 9.3591913 6.6560472 3.9307657 9.7381184 8.8329928 7.6525245 6.3428889 7.1212258 9.8796958 2.4360019 8.3667362 5.7180355 10.2711880 10.7831168 1.2984824 7.0264161 10.3753109 9.9021217 8.8453897 10.7819080 9.3130737 6.7447518 8.5708917 8.6365630 10.6993747 8.7628042 14.8711482 6.3192639 10.1558543 NA 7.4869750 5.7967457 10.1682434 NA 7.2526919 9.9919822 7.9013798 9.1676264 3.5001264 10.5006191 7.2526919 NA 2.1464923 8.8141950 11.8039099 10.1670092 NA 9.4744190 10.8868351 8.8031156 9.3870185 12.9023071 6.0967531 0.9765836 9.5811203 11.9325803 10.9825426 12.5655160 12.8336735 9.9659617 10.9762150 6.6347791 7.1663921 9.3794408 9.6204235 7.9307634 1.2984824 13.4959577 -0.0234164 1.2984824 6.6770064 1.7839176 13.9047672 13.1482131 11.3848969 10.9853459 8.5783380 10.3559456 10.3330191 9.7264367 10.9445139 NA 0.9765836 1.9765836 10.1645378 8.8797863 11.3540814 8.3731718 NA 6.4684204 8.6186190 11.3264013 6.8469320 6.8407528 7.9161464 TCGA-2Z-A9JG 64 0 NA 1662 kidney stage i t1a nx mx 19-3-2015 male 2010 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 432.22.0 4 2 NA NA 3 1 2 2 2 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 15.9525938 12.6934845 12.0780179 14.4122067 8.6675115 9.5266970 8.4306951 10.7211040 9.9025072 11.4511386 8.5350934 7.9784153 1.6625245 13.1011873 NA -0.5073777 2.2999480 11.6401088 11.5440583 10.9693321 8.9993893 10.4540356 12.9004511 10.1045328 10.8413141 9.2153935 9.6250856 9.4862319 6.8896183 0.0000000 0.0000000 -0.5655000 0.0178240 0.0102850 0.0451410 -0.5384500 -0.5547700 0.0000000 0.0000000 0.0000000 -0.5655000 0.0227250 0.0178240 0.0178240 -0.5739700 -0.5739700 -0.5739700 -0.5662100 0.0176850 -0.5831800 -0.5831800 -0.5699200 -0.5699200 -0.5628600 0.0083676 -0.5384500 -0.5384500 -0.5502500 -0.1985000 -0.1985000 0.000 0.000 -0.577 -0.577 1.069 1.069 0.000 -0.570 -0.563 0.000 0.000 0.000 0.000 -0.652 -0.652 -0.538 -0.538 -0.555 -0.555 1.005 1.005 0.000 -0.550 0.000 0.000 -0.565 -0.565 0.000 0.000 0.000 0.000 -0.574 -0.574 0.000 0.000 0.000 0.000 -0.566 -0.566 -0.198 -0.198 0.000 0.000 -0.577 -0.577 1.069 1.069 0.000 -0.570 -0.563 0.000 0.000 0.000 0.000 -0.652 -0.652 -0.538 -0.538 -0.555 -0.555 1.005 1.005 0.000 -0.550 0.000 0.000 -0.565 -0.565 0.000 0.000 0.000 0.000 -0.574 -0.574 0.000 0.000 0.000 0.000 -0.566 -0.566 -0.198 -0.198 9.584682 8.958152 10.521528 8.359865 10.930338 4.375227 10.006313 8.081301 14.795724 4.721405 13.582864 9.627654 13.174318 3.621864 12.098752 6.931378 10.258701 13.349400 10.528760 6.172065 7.593248 13.101187 8.738139 12.911163 10.654977 7.836882 7.966291 12.724407 6.850138 8.496806 NA -1.507583 8.866539 6.858908 10.41293878 11.31535587 10.82154130 1.66252454 12.62933676 10.64930100 10.99889346 10.07848735 0.07751647 10.41219415 5.44678225 5.44678225 9.08317294 9.08691059 10.92329978 5.49258708 7.80319862 9.18868403 2.49259669 9.51910940 6.77798774 10.92225420 10.05148494 5.79636673 3.01613970 10.54956223 9.35134410 9.72680466 11.19692186 9.28862549 7.02396721 8.97034407 8.94894040 11.29832977 8.83509413 14.68903434 7.81097065 10.62669128 NA 7.98760169 6.70203967 9.82965028 0.49262233 8.72860013 9.57805845 3.66251315 9.25579835 6.36295024 10.86327334 7.97841531 0.07751647 0.07751647 11.09528479 10.70569009 10.09945367 NA 9.67931911 11.06291601 9.09249870 9.47415310 12.84993171 6.19003996 -1.50758276 10.37178623 12.73888115 11.64010884 12.04020347 12.91116328 10.65497724 10.02299220 8.98343686 7.30956912 8.94367347 10.50346363 8.94070208 5.33807493 12.80695672 -0.50737767 6.44678225 6.85013807 5.74051476 13.09237964 12.22252523 11.11234736 11.23993971 8.88060319 10.50101451 9.91937480 10.36756720 10.23236648 0.81450941 -1.50758276 NA 10.23194463 7.45978323 10.66653160 8.67125091 -0.50737767 6.81451454 7.38436933 11.71008930 6.23405290 8.74997365 6.94379711 TCGA-2Z-A9JI 38 0 NA 1567 kidney stage iii t3a nx mx 19-3-2015 male 2010 NA yes NA kidney papillary renal cell carcinoma yes 23 1984 white not hispanic or latino 432.22.0 4 1 1 2 4 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 16.271888 13.058449 8.336072 13.927100 5.408508 10.592412 8.835119 10.566402 10.122612 12.088496 8.243307 8.692766 4.094000 12.701138 0.393526 3.852988 5.217987 12.371076 11.820053 10.961514 8.596498 10.196613 12.891908 9.904651 10.336561 8.858444 9.846828 9.643066 7.558666 0.0114000 0.0000000 0.0305910 0.0255310 0.0182430 0.4670700 0.0168010 -0.4092600 0.0144700 -0.4357200 0.0087528 -0.4132200 -0.2939000 0.0142740 0.0255310 -0.4174800 -0.4180500 -0.4180500 -0.3802200 0.0308730 -0.4200300 -0.4200300 0.4101100 -0.4098100 -0.4049500 -0.4034000 0.0311550 -0.4096400 -0.4073800 -0.1785300 -0.1718200 0.000 0.000 0.000 -0.419 0.000 0.000 -0.410 -0.410 -0.405 0.000 -0.403 -0.395 0.456 -0.372 -0.372 0.000 -0.382 -0.409 0.000 0.000 0.000 -0.381 -0.407 0.000 0.000 -0.413 0.000 -0.269 -0.269 0.000 0.000 -0.412 -0.418 0.000 0.000 0.000 0.000 -0.380 -0.380 -0.179 -0.179 0.000 0.000 0.000 -0.419 0.000 0.000 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9.6005721 7.3897957 8.2072106 7.2964354 10.8890798 8.6927658 6.5228404 0.8085910 9.3409512 11.6379216 10.3713147 -0.1913266 9.3183702 10.1226120 9.2442656 10.1406318 13.8711474 5.4629455 0.8085910 10.1917595 12.2983178 12.3710762 13.1751907 13.9425402 9.8564008 9.6657987 7.7304362 5.7858748 8.8028071 10.0899458 9.2494645 9.5651516 12.1690309 1.6159341 -0.1913266 7.7685972 4.5090370 14.3234212 12.8929054 10.1083757 10.4796940 9.9359448 10.8692912 10.3554897 9.8773736 11.1132318 2.1305356 NA NA 10.7211104 7.5987158 11.0784817 8.1858056 3.4524505 9.0446094 6.7452333 11.6163527 4.7154871 8.3670159 7.8584436 TCGA-2Z-A9JJ 69 0 NA 1085 kidney stage i t1a nx m0 19-3-2015 female 2011 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 432.22.0 1 1 2 5 4 3 3 4 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 16.6513392 11.4001655 12.5328756 12.2261442 5.2712837 10.2968793 9.1884086 10.6223292 4.2572068 11.6100948 9.0590256 9.5491231 3.2286340 13.7264902 -0.4152299 14.7550007 5.1393713 10.5674193 11.3448784 11.2293145 9.0696050 10.8237839 12.7486677 10.9232400 10.4651310 8.2340385 10.0272074 10.0073725 7.8849288 0.00750000 0.00750000 0.05651300 0.01000600 0.00458000 -0.02438800 -0.04061600 -0.03671100 0.00750000 0.00750000 0.00750000 0.01167900 0.01349200 -0.80152000 0.01000600 0.00070387 -0.48229000 -0.50717000 -0.51166000 0.00000000 -0.00050273 -0.00050273 -0.00097017 -0.00097017 -0.00539920 0.68906000 -0.04061600 -0.04061600 -0.03067700 -0.03885000 -0.03885000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.689 0.689 0.000 0.000 -0.754 -0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.458 0.000 0.000 0.000 0.000 -0.512 -0.512 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.689 0.689 0.000 0.000 -0.754 -0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.458 0.000 0.000 0.000 0.000 -0.512 -0.512 0.000 0.000 9.4803574 8.6933068 11.7810769 9.5447840 10.4795999 5.3262497 10.4909212 6.6454783 15.4215969 3.2852246 13.7016947 13.1399704 13.4899341 10.1888720 12.8727109 10.5541687 9.7030744 13.6666400 11.0107848 4.7345308 8.8111945 13.7264902 8.9962933 12.8476111 10.6380293 10.2223128 8.4081493 12.7737573 1.1697326 9.2259307 -0.4152299 NA 9.9084000 6.7547072 10.2721578 11.7356401 11.1624470 8.5302261 12.9849945 10.9491905 10.7014511 10.3985634 NA 10.6427739 6.8885631 5.3262497 10.0513686 9.2695309 11.9489168 6.9984099 7.0685977 9.0816360 3.8701871 9.3636808 7.9984099 11.1388913 8.6195810 4.4427644 6.1083446 11.2832698 9.7640693 8.5169969 11.3667565 10.2852219 8.5677759 8.5663494 9.2177774 10.1210294 8.9246323 13.6231439 9.4535353 10.0539152 -0.4152299 7.2428864 7.2886862 10.6433253 0.9067367 9.5577620 10.3177975 2.0442192 8.5491231 4.9423362 11.6348008 9.5491231 6.6880698 9.3751307 9.4635994 10.7493749 10.3739082 -1.4150375 9.6188933 10.5738218 8.9156990 10.1147007 13.9268221 6.0406843 4.2286417 9.9461777 11.7667108 10.5674193 12.5552476 12.8476111 10.6380293 10.8240824 9.7230540 5.2712837 10.3448034 10.8090854 9.4412077 4.1697487 12.9877276 2.8327078 6.4113313 1.1697326 6.1470237 13.7395073 12.6188933 9.9576472 10.3868946 10.2839208 10.8288486 10.0120950 10.4731449 9.8753771 0.9067367 7.5006619 5.3127015 11.2996716 8.7992955 10.4506507 10.0375382 0.5847701 7.5563259 8.6788600 11.3620375 7.1355287 9.0078979 7.9792451 TCGA-2Z-A9JK 50 0 NA 1186 kidney stage iii t3a nx mx 19-3-2015 male 2011 NA yes 100 kidney papillary renal cell carcinoma yes 60 NA white not hispanic or latino 432.22.0 1 1 NA NA 4 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 15.9429789 11.7587487 10.9913676 13.5162806 10.3298822 9.8331727 8.7002583 10.6179444 9.0538404 11.3692454 8.2180963 8.2805936 8.2308697 12.6981305 -1.4607667 0.8610819 4.2670488 10.6025215 11.4125994 10.5916945 8.7534454 9.8537097 12.4415015 11.1818550 10.6952095 8.5903352 10.3106158 9.2542305 7.8133650 -0.00455560 -0.00464750 0.00652620 0.49735000 -0.00152430 0.00430210 0.01307400 -0.00166290 -0.00464750 -0.00464750 -0.00464750 -0.50536000 -0.00207840 0.00471900 0.49735000 0.00000000 -0.00525880 -0.00282870 0.00365630 -0.00307180 0.00166420 0.00166420 -0.51197000 -0.51197000 0.00610900 0.00610900 0.01307400 0.01167900 0.00027728 -0.01450300 -0.01725400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.483 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.483 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.168483 8.712803 10.344870 5.982069 10.176204 5.469863 10.062688 7.229125 16.521557 6.239566 12.796883 15.051774 13.163008 8.295683 13.107856 8.902166 9.639132 12.772372 9.424823 6.139040 7.642414 12.698130 7.613268 13.200014 10.749798 12.121504 8.280594 12.115847 8.220365 3.748579 -1.460767 NA 10.656120 7.572549 9.9276820 11.3382056 11.2326134 2.3464747 12.6178610 10.3392173 10.7843820 10.8616180 -1.4607667 10.1390393 5.8337478 6.2044616 9.9239101 8.7846790 12.0023953 6.6083347 7.4309100 9.9737546 6.0389716 9.5531470 7.1538367 10.4267278 8.5862502 6.1390397 7.1901783 11.1408972 9.7697473 8.7811095 11.5205153 9.3712252 9.5012994 8.6606598 9.4407475 10.3468838 8.1752980 14.2036015 7.2849018 10.1418253 NA 9.5003374 9.2386987 10.3217152 -0.4609653 8.9965074 9.6945771 7.6632478 7.2221206 5.6684085 11.0392213 8.2805936 NA 2.5391340 11.5759869 11.0816747 10.1937624 0.5391340 9.9831059 11.5117473 8.9400058 9.3680563 13.5063977 5.4577519 5.5944082 9.8135045 12.3872603 10.6025215 12.3927284 13.2000137 10.7497977 10.7109287 8.7077984 8.4064053 9.7655507 10.9447997 8.8977777 4.9314420 12.6704207 4.8059115 6.2533710 8.2203648 4.8429085 13.6123069 12.5538443 10.6424142 10.6980516 9.1657482 10.5780454 10.4991283 11.3135017 10.1432162 1.1240634 0.5391340 0.1240634 10.7760375 8.1692481 11.2574024 8.5862502 1.8610422 8.4787057 8.3106160 11.0780428 6.0705074 8.3767544 8.2772186 TCGA-2Z-A9JL 47 0 NA 804 kidney stage i t1a nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 432.22.0 1 3 2 3 1 2 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 16.530430 11.439221 12.959891 13.548480 9.725984 9.800159 8.407115 10.415819 9.898919 11.521416 9.210623 8.483623 2.945495 15.072461 NA 3.126064 2.623563 10.942866 11.391923 10.574370 9.059588 10.692349 13.032785 10.512314 10.942114 9.001504 10.961564 9.406023 8.210986 0.00468990 -0.00032650 0.03088000 -0.00262510 2.64350000 0.00681150 -0.01256900 -0.00179430 -0.00032650 -0.00032650 -0.00032650 -0.00272790 -0.00718870 -0.00262510 -0.00262510 -0.00912160 -0.00920370 -0.00920370 0.00028439 0.00264280 0.00097776 0.00097776 -0.00553040 -0.00082449 0.00750720 0.01391800 -0.01256900 -0.01256900 0.00639430 0.05851700 0.05851700 0.000 0.000 0.000 0.000 0.716 0.716 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.740 0.740 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.716 0.716 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.740 0.740 0.000 0.000 0.000 0.000 0.000 0.000 8.9334260 9.0414232 9.9529934 8.7198467 10.6583697 4.0830006 9.5364600 7.5183888 15.2867767 6.2770121 12.8100977 11.2859424 14.2131828 4.3240113 13.1490915 8.5464029 10.0637478 13.5118066 10.7316595 4.8199696 7.5660853 15.0724613 8.4898195 12.6231010 10.7665287 8.8084462 7.9663861 12.1739968 6.7251085 8.8965891 -0.9612829 -0.9612829 8.8232430 6.7320955 9.8603821 11.8649581 12.3411043 0.6235860 12.6045433 10.8840982 10.6263857 10.6919011 1.0385767 10.2906822 7.0884565 6.1260705 9.9189570 9.4016477 9.5384542 5.7528529 6.9986096 9.1154237 5.1883534 9.4114733 7.0720307 10.5289576 9.2541412 8.9470007 3.9454953 11.4352130 9.9409833 8.8001593 11.5079956 10.6207502 8.4201510 8.6198088 9.1154237 11.2589865 9.1114106 14.4793152 7.3656217 10.3024643 NA 8.2659352 7.7901523 9.7639745 2.0386118 8.7286063 9.8386992 7.3378163 9.1145284 6.6459379 11.0654774 8.4836231 -0.9612829 -0.9612829 10.0463364 10.8711027 10.4929075 NA 10.0414232 11.8726842 8.6103609 9.3773446 13.0070950 6.1853036 3.3605328 9.9708229 12.1028457 10.9428665 12.4473360 12.6231010 10.7665287 10.2444014 8.5912774 6.8965891 9.7054358 10.3053948 8.8840982 9.0979526 12.8161717 1.3605328 2.6235626 6.7251085 5.6679659 13.4284613 12.6738728 10.4319986 10.8567909 9.1207573 10.6150925 10.0364933 10.2728269 10.3917550 -0.9612829 2.2085485 NA 10.4872407 8.4089903 11.9715537 9.3366708 3.6235743 7.9027941 8.4179867 11.4957325 7.4898191 8.8183275 7.9544877 TCGA-2Z-A9JM 28 0 NA 934 kidney stage i t1a nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes 16 NA white not hispanic or latino 432.22.0 2 1 NA NA 1 2 3 4 3 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 17.015067 12.267596 11.153806 14.296105 8.976297 9.920049 8.321225 10.338169 9.848606 11.697747 9.134461 7.783851 3.548634 13.983437 -1.036230 1.771040 5.471467 11.384948 11.224865 10.255419 8.973501 10.508637 12.353976 10.756463 11.043491 8.887000 10.096172 9.344134 7.138998 0.00221930 0.00819590 0.00041593 -0.00382250 1.11730000 0.53942000 -0.03517600 -0.00498440 0.00221930 0.00847430 -0.01285100 0.00041593 0.00458000 -0.00069303 -0.00382250 -0.00138580 -0.00138580 -0.00138580 0.00713110 -0.00705760 -0.00533780 -0.00533780 -0.00456950 -0.00456950 -0.00166290 -0.01483800 -0.03517600 -0.03517600 -0.01656700 0.09391100 0.09391100 0.000 0.000 0.000 0.000 0.560 0.560 0.000 0.000 0.000 0.000 0.000 0.539 0.539 0.000 0.000 0.000 0.000 0.000 0.000 0.552 0.552 -0.640 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.118 1.118 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.560 0.560 0.000 0.000 0.000 0.000 0.000 0.539 0.539 0.000 0.000 0.000 0.000 0.000 0.000 0.552 0.552 -0.640 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.118 1.118 0.000 0.000 0.000 0.000 0.000 0.000 8.858490 9.723561 9.798144 8.764572 10.593940 2.664119 10.011478 7.211600 16.194706 5.321225 13.245458 11.757073 13.893624 5.677917 12.300458 8.141092 10.553324 13.614500 10.897732 6.239797 7.321225 13.983437 8.353842 12.722416 10.366152 10.028415 7.541101 12.441051 6.821654 8.497002 NA -1.036230 9.489193 6.821654 9.98117695 11.85241574 11.05510792 1.28557977 11.89883757 10.52543781 10.86491652 9.94737876 0.96369606 9.93952045 6.55612895 6.68477106 9.52972648 8.71855993 9.95164709 5.20169659 7.54863467 9.40246446 5.90618591 9.40972187 7.38573732 10.69541579 9.44345270 5.45552450 1.96365907 10.28221529 9.77665197 9.84325575 11.39882186 10.05246073 7.74174943 8.49700233 8.98187263 10.78584501 9.03200742 14.31343751 7.34629654 10.11341961 NA 7.65314674 8.49505393 9.84095664 NA 8.20446404 9.72854418 8.64491077 8.91641364 6.60752858 10.49212658 7.78385146 NA -0.03637791 9.93017789 11.14668748 10.60210840 NA 9.38993716 11.29794580 8.35384153 8.96508066 13.13132585 5.61199266 1.96365907 9.88253576 11.84975009 11.38494840 12.30463527 12.72241622 10.36615170 10.44547190 8.11849055 7.47146713 9.90803318 9.98950421 8.53352831 4.09295160 12.79557350 2.77101928 3.05112844 6.82165410 5.05113714 13.40753878 12.78883006 10.72646980 10.90655348 9.12606376 10.24907469 10.21633797 9.99088737 10.47394222 3.35598882 -0.03637791 -0.03637791 10.33054115 8.71598635 11.41902028 8.69499159 NA 8.71521661 7.81854064 11.36641812 7.15842893 7.57838250 8.26288036 TCGA-2Z-A9JN 50 0 NA 740 kidney stage i t1a nx mx 19-3-2015 female 2012 NA yes NA kidney papillary renal cell carcinoma yes 50 1994 black or african american not hispanic or latino 432.22.0 1 1 NA NA 4 3 3 4 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 15.842764 11.115810 13.120256 16.148400 6.576859 10.303925 8.407137 10.823084 8.357160 11.424542 8.010849 9.112466 3.023894 12.373198 NA 1.775978 5.925708 11.182962 11.600883 10.684352 9.291659 10.641693 12.254856 10.129658 10.377731 7.945884 8.423418 8.699287 7.555318 0.00360760 0.00069327 -0.00055444 0.00000000 -0.00235530 -0.00055444 0.00152550 0.00069327 0.00360760 0.00069327 0.00069327 -0.00055444 -0.00847460 0.00000000 0.00000000 -0.00041585 -0.00041585 -0.00636680 -0.00050637 0.00041593 -0.00069303 -0.00069303 0.00291330 0.00030834 -0.00675000 0.00541390 0.00152550 0.00152550 -0.01766600 0.00152550 0.00152550 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.6783348 8.8897020 9.0671305 10.3472383 10.6257558 3.5833145 10.7927680 6.3382015 15.7236994 5.1682770 13.7341046 10.8577760 13.3248418 5.8527754 13.3944599 10.2887002 9.8541105 12.8647480 10.5161621 4.7301563 8.2658077 12.3731976 9.3543325 13.0512113 10.6470949 9.3888282 8.4729272 13.0509930 5.8312414 9.2587676 -0.2239803 2.2353901 9.7976338 6.4341712 10.7955505 11.7011433 11.7290649 2.5833265 13.0137672 11.0459629 10.9966403 9.9620677 0.7759355 10.8597714 1.9458699 5.0238852 9.7546702 9.5671225 9.6813467 4.7322475 6.9902787 9.6378221 4.0613615 9.6540107 7.7674813 10.1558795 9.8812136 1.7759776 2.8634231 10.8165919 9.3805130 8.7589534 11.3131781 10.8080054 5.6828514 8.2955958 8.8949008 11.2176071 9.2057222 12.8393548 5.7550692 10.1268989 NA 7.5807040 7.0474228 10.1596640 0.7759355 9.5199527 10.0549898 9.6048895 9.1280031 8.7688982 11.2499191 9.1124664 NA 7.0659783 8.3888284 10.9555579 9.5597765 -1.2239803 10.2105879 11.4112244 9.1864112 9.3189915 13.7981541 4.6917184 3.4198220 10.4914928 12.3783106 11.1829619 12.3714503 13.0512113 10.6470949 10.3688839 9.2758056 8.2105881 10.2084234 10.6072670 9.4659577 2.6828429 13.2043853 9.4107708 7.0705804 5.8312414 4.7983253 13.2910343 12.7958979 11.2643020 11.8830133 10.2353914 10.6828503 10.5270853 10.3151185 9.3401091 -1.2239803 6.3906694 NA 10.8285278 8.0599512 10.6924625 10.4125843 1.3609261 6.0888433 8.8380060 11.1260702 6.7532395 8.4884869 7.9483871 TCGA-2Z-A9JO 56 0 NA 949 kidney stage i t1b n0 mx 19-3-2015 female 2012 NA yes NA kidney papillary renal cell carcinoma yes 11.25 1975 black or african american not hispanic or latino 432.22.0 1 2 3 6 4 1 3 4 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 17.164794 12.048418 9.173810 15.017964 14.043926 9.809381 7.756221 11.004793 10.687159 11.605579 7.806068 8.831855 5.632547 11.776764 NA 2.752128 3.540622 11.779028 11.833493 10.824565 9.249798 9.995735 12.148538 9.641424 10.612368 7.835728 8.575784 8.894467 6.847515 0.0000000 0.0000000 0.0071658 0.0059141 0.0071658 0.0081399 -0.0021340 -0.0068369 0.0000000 0.0000000 0.0043852 -0.0693900 0.0046631 0.0059141 0.0059141 -0.0671100 -0.0671100 -0.0671100 -0.0190950 -0.0644280 0.0045680 0.0045680 -0.0386330 -0.0447560 -0.0221130 0.0018860 -0.0021340 -0.0021340 -0.0563620 -0.0027655 -0.0027655 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.3506877 9.6101087 7.9509075 10.3533920 9.8211502 0.2926640 10.0290981 7.3316148 14.9700854 5.2468907 13.7106804 10.4682457 13.8047575 5.4825192 12.9162347 8.5664917 10.1421012 12.3691777 9.0341632 4.3370902 6.7020868 11.7767637 8.9526920 13.1132740 9.9606946 9.6403174 7.9896636 12.8695347 1.8776657 5.1995860 -0.7072183 0.8776657 9.3233633 6.1255870 10.1522308 11.6414242 11.6064295 3.8162618 11.6356041 10.0960200 11.4920617 9.3601305 -0.7072183 9.7945333 6.9791965 4.4626217 8.0274057 9.1032676 6.5311007 4.2468945 7.9791965 9.3933585 4.4219773 8.6633834 0.8776657 10.4707384 9.7031474 4.3370902 4.2926934 10.4997104 9.4012206 9.4012206 10.9987604 8.9739344 8.3986048 8.2842180 7.2983211 10.9179483 9.6424528 13.6473587 4.8875448 10.1791548 -0.7072183 7.8339862 7.4576033 10.2396023 NA 8.8888860 10.1224188 7.9220527 10.8302106 6.8162579 11.1916753 8.8318548 4.6502476 -0.7072183 12.6973055 11.5746261 10.2085754 NA 9.4012206 10.9215972 8.9256912 9.4613681 13.0462263 4.9886892 2.4626282 10.2505237 12.4758662 11.7790283 12.0779442 13.1132740 9.9606946 10.9087854 8.3122867 8.7252381 9.5037325 9.7221029 8.3425445 4.2926934 12.9139467 4.1995860 4.2468945 1.8776657 2.9931309 13.2148530 12.6510726 12.1846696 12.1734275 9.0542472 10.3081111 10.5233170 9.9580319 8.9275072 NA 3.7521277 -0.7072183 11.2370421 8.7069798 14.3979044 9.3628170 -0.7072183 7.2870493 8.8568457 10.8814107 6.4626217 7.6236130 8.1096797 TCGA-2Z-A9JP 63 0 NA 893 kidney stage i t1a nx mx 19-3-2015 male 2011 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 432.22.0 2 3 3 6 3 1 2 2 2 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 17.0481545 11.7015676 12.1598005 14.7519906 5.6697921 9.6811469 7.4117228 9.9950319 8.6234525 11.2509484 9.7955637 7.0470268 4.0342069 13.3014072 NA 0.8117998 8.5532772 11.2828078 10.5901994 9.9699990 8.6739309 9.7871804 11.5574844 9.2547537 11.2328230 7.5076187 10.7166956 9.6883271 6.7735876 0.00451870 0.00972090 0.00308460 -0.00487020 0.79044000 0.74688000 -0.06542600 -0.00526770 0.00972090 0.00972090 0.00972090 0.00071815 0.00930300 -0.00139250 -0.00487020 -0.00043139 0.00665860 0.00665860 -0.00416120 -0.00333100 0.00958160 -0.02033000 0.01181200 -0.00787840 -0.00734060 0.78060000 -0.06542600 -0.05658300 -0.03790500 0.07756700 0.05229900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.766 0.766 0.747 0.747 -0.832 -0.832 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.790 0.790 0.797 0.797 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.766 0.766 0.747 0.747 -0.832 -0.832 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.790 0.790 0.797 0.797 0.000 0.000 0.000 0.000 8.2183695 10.4344721 8.5487757 10.3657593 9.3327560 3.3143050 9.9010399 8.0502149 16.1278087 4.7187014 13.2387737 9.3715059 12.9550870 4.9272897 12.4196028 7.1155910 10.5237638 13.7044162 9.2155323 4.3561297 5.9547686 13.3014072 7.2212014 12.6412686 9.2602706 8.3483812 6.5577639 11.9917192 4.8992723 7.9479466 -0.7732449 NA 7.6944533 7.0406284 9.8912949 11.3822983 11.3334105 4.6191665 11.1605382 9.5385960 10.9032455 8.8543816 NA 8.6319890 5.7025800 3.8118101 9.6883271 8.0785965 8.1397370 4.7560465 7.2268476 9.8360264 4.5122522 8.2155325 6.6780592 10.0581548 10.1427270 3.0341981 4.4747735 10.3149733 9.5397305 10.0430312 10.6718625 9.1795889 5.9547686 8.5711436 8.3765947 10.0621085 9.4938214 14.8247547 7.1848198 9.3235628 NA 8.0803443 7.4508492 10.2062728 -0.7732449 7.2436558 9.6415328 6.7504095 9.7940621 7.0848286 10.2105539 7.0470268 NA NA 11.5263419 11.5558030 10.6191650 NA 9.1969534 10.4865909 8.1337382 8.9063278 12.8430518 5.0480487 0.8117998 9.0801572 11.8007314 11.2828078 12.1294111 12.6412686 9.2602706 10.4795130 6.3143104 7.5214685 9.7356129 9.4301956 8.0082073 -0.7732449 13.4084658 NA 2.0342157 4.8992723 2.8118204 13.7670828 12.8838310 11.6035157 11.4305015 8.9598629 9.7484480 10.1133063 9.0973664 9.9376541 1.5487818 4.1337361 NA 10.2678222 8.9707228 12.4078709 8.0016345 NA 8.2436558 9.3418913 10.8648309 6.9410934 8.1367405 8.0723379 TCGA-2Z-A9JQ 66 0 NA 778 kidney stage i t1a nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes 40 NA white not hispanic or latino 432.22.0 2 3 2 3 2 2 3 4 2 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 16.8894728 11.4750162 12.8899118 13.9419539 6.7024262 9.4370635 6.3331929 9.8374602 9.0999058 12.0355580 9.8654407 6.4111957 3.3331947 13.9512725 NA 0.1632411 5.2507305 10.7752149 9.6430482 10.1618583 8.2925508 9.5119961 11.1639722 8.9013602 10.2035576 7.7557248 10.4784174 9.1462614 7.5031181 0.0130740 0.0130740 0.0718220 0.0000000 1.6490000 0.7833100 -0.0630320 -0.0063668 0.0130740 0.0130740 0.0130740 0.0672100 0.0099287 0.0000000 0.0000000 0.0029133 0.0029133 0.0029133 -0.0063668 -0.0158790 -0.0129890 -0.0129890 -0.0073339 -0.0073339 -0.0150540 0.7904500 -0.0630320 -0.0630320 -0.0488830 0.1093500 0.1093500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.790 0.790 0.783 0.783 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.649 1.649 0.000 0.000 0.000 0.000 0.109 0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.790 0.790 0.783 0.783 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.649 1.649 0.000 0.000 0.000 0.000 0.109 0.109 7.9181554 10.3944891 9.3406875 10.2307022 9.2374093 NA 10.4986583 6.7178573 15.1263446 5.2076625 12.7300355 10.4440387 13.0091499 4.6868310 11.6216745 7.6226998 10.5811204 14.2688491 9.2899723 3.1632733 7.2507305 13.9512725 7.1856357 11.7101624 9.2796120 7.9380552 5.5895328 11.9621447 5.1174623 8.3331929 NA 0.1632411 8.4761508 7.5119961 9.3281749 10.5768958 10.2360704 NA 11.0813858 9.5641474 11.4111955 8.4347308 NA 9.3256592 6.9576836 3.8637105 9.2347303 7.3920864 9.5448109 2.7482251 7.3028189 10.0641347 4.6868310 7.0821309 7.8567548 9.3306861 10.5620116 0.1632411 5.2076625 9.9081018 9.3580248 9.0118909 10.4382284 8.8071240 5.9181548 9.5916282 7.6631140 10.3331929 9.9043641 15.6701953 5.4210314 9.3506199 NA 7.2185506 6.1632673 9.9802516 3.3331947 1.7482465 9.2320462 8.0150169 8.9181554 2.4851949 9.8161129 6.4111957 NA 3.8637105 10.4851961 11.0580857 9.9064194 1.1632411 8.2613000 10.5779531 7.6868296 9.1994414 12.2730986 4.0778326 0.1632411 9.0336325 11.0305467 10.7752149 11.5947655 11.7101624 9.2796120 11.0520112 5.7482304 6.9706225 9.9389440 8.5937205 7.3231395 1.1632411 13.5952878 0.1632411 NA 5.1174623 0.1632411 14.3542261 13.8180158 10.9937831 10.5684093 8.6103513 9.9181554 9.4463563 8.4670487 9.4964232 2.4851949 1.7482465 NA 9.8143195 9.8885319 11.7143897 8.0212487 1.1632411 7.7024269 8.4016727 11.3462829 7.0701585 7.2076616 8.6868300 TCGA-2Z-A9JR 57 0 NA 161 kidney stage i t1a nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 432.22.0 2 3 NA NA 2 2 2 2 2 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 16.367928 11.640310 12.341720 13.860613 11.050634 9.638384 7.740886 10.338560 9.178095 11.854398 9.662199 8.404523 2.242633 14.019068 NA 2.242633 3.827595 11.232172 11.181124 10.205531 9.104343 10.578026 12.378216 10.386784 10.714717 7.863222 10.511294 9.749637 8.070530 0.0015255 0.1421500 0.0022193 0.4103200 1.3720000 0.6719600 1.9245000 -0.0042163 0.1421500 0.1421500 0.1438400 0.0022193 0.0095883 -0.0306640 0.4103200 0.0000000 0.0000000 0.0000000 -0.0015243 -0.0094046 -0.0054997 -0.0054997 -0.0030475 -0.0030475 -0.0076101 0.6803100 -0.0659840 -0.0413930 -0.0371350 0.1088200 0.0577000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.680 0.680 0.672 0.672 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.141 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.372 1.372 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.680 0.680 0.672 0.672 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.141 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.372 1.372 0.000 0.000 0.000 0.000 0.000 0.000 9.274957 9.638384 10.497664 9.322653 10.594458 2.621149 10.360019 7.455982 15.479621 4.505669 13.216907 10.949649 13.788999 3.778692 12.341589 7.830600 10.412560 13.475656 8.244888 5.578918 6.628066 14.019068 8.578919 12.536567 10.572656 8.085614 7.860286 12.300086 6.420553 8.325849 NA -1.079173 8.682258 7.196831 9.93263332 11.57869549 11.43936040 2.82759549 11.92317069 10.54184333 10.47577558 10.11546404 -1.07917317 9.86688248 6.76619760 6.38013894 8.85881652 9.17100562 10.13320362 4.26659917 7.57175871 9.23811976 4.92070775 9.35949899 7.05513382 10.45062577 9.14832328 4.44426950 7.09063223 10.68930510 9.79184239 9.82834898 10.98174087 9.75596812 6.96510086 8.75201462 8.78644052 10.56636567 9.52247796 14.71179379 7.21744012 10.07552528 NA 8.03460586 7.42055314 10.00152473 2.09061635 8.70206703 9.55188433 5.93193357 9.22104837 7.45598224 10.77868826 8.40452297 NA 1.50568772 10.92808498 10.97021549 10.29628979 NA 9.59666424 11.33644898 8.33221830 8.98948561 13.10898699 6.15949397 -0.07932559 9.77635440 12.10294637 11.23217176 12.32185342 12.53656673 10.57265580 10.39238247 8.29139451 7.40452340 9.78889709 10.08309859 8.52247796 3.44426950 12.65160188 NA 3.62114930 6.42055314 4.04998791 13.24266915 12.39390561 10.57175890 10.91222905 8.54092697 10.09438441 10.07235800 9.89296911 9.98275334 0.50568772 1.42658681 NA 10.39441296 8.69386292 11.44988642 9.07299220 -1.07917317 8.12772149 8.91788670 11.31168225 7.40854714 7.87490330 7.83359664 TCGA-2Z-A9JS 74 1 492 NA kidney stage i t1a nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 432.22.0 2 3 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 16.37326102 12.09498265 11.98104844 13.44183470 7.00301524 10.20980072 7.61571129 10.39132673 9.12633769 11.92901446 9.02080164 8.45010888 -0.03771011 14.17230582 -1.62282071 1.37729036 5.14548997 11.72451232 11.66076358 10.69471882 9.27288145 10.73623211 12.38319389 10.40106062 10.76235970 8.20385451 9.86112196 9.43665075 7.79158945 0.0004855 0.0287390 -0.0048747 -0.0025396 0.7752200 0.6499000 -0.0890370 -0.0487480 0.0004855 0.0379240 -0.0116110 -0.0060904 0.0277780 0.0080567 -0.0025396 0.0054139 0.0054139 0.0054139 -0.0154660 -0.0184900 -0.0047079 -0.0047079 -0.0286280 -0.0286280 -0.0371940 0.6730700 -0.0890370 -0.0890370 -0.0835980 0.1004500 0.0950460 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.673 0.673 0.670 0.670 0.000 0.000 0.000 0.000 0.000 0.000 0.690 0.690 0.698 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.763 0.763 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.673 0.673 0.670 0.670 0.000 0.000 0.000 0.000 0.000 0.000 0.690 0.690 0.698 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.763 0.763 0.000 0.000 0.000 0.000 0.000 0.000 9.2789273 9.1553834 9.8129764 8.6856452 11.1678584 3.9920161 10.6502276 7.0175512 13.6189170 2.9008765 13.5118128 11.3456130 13.8825285 4.4433945 12.2557404 8.7126965 10.6115249 13.8337569 9.3766016 3.8367422 7.9753585 14.1723058 9.1229807 12.1463175 10.6554653 7.6487696 8.2568894 12.8914655 6.1321943 8.5283228 0.6991962 NA 8.7115796 7.5270531 9.9632076 11.5216458 11.2677605 0.3772904 12.5617167 10.8186942 10.3748385 10.3968969 1.1846612 10.4285151 7.2445846 4.6810894 8.7781856 9.4017533 8.1137083 4.4217013 7.7803180 9.3989803 3.3773042 9.7020494 7.1221405 10.2113822 9.3588736 2.5472277 6.7171568 10.7031738 9.5270533 9.2070290 11.4591225 10.2149342 7.5321245 9.4766541 8.8651462 10.9688285 9.6806247 14.9227836 7.9068732 10.4981920 NA 7.9295141 6.5621814 10.4484333 2.0777557 9.0872517 9.9433602 5.6992351 9.3925332 5.1187750 10.9424083 8.4501089 NA 2.8367321 8.2916915 10.5569043 9.6346940 1.9622529 9.8540524 11.7972664 8.9086877 8.9883311 13.4907228 6.5002890 1.8367321 9.8880704 12.5139770 11.7245123 12.3260385 12.1463175 10.6554653 10.2883236 9.0673042 7.7930479 9.4203199 10.1425923 8.8591058 2.6252237 12.8899232 -1.6228207 5.9697629 6.1321943 4.9471612 13.0840191 12.3547650 10.4584568 11.0934826 8.6981066 10.4312321 9.9145246 10.3260384 10.2271022 -1.6228207 -1.6228207 -0.6225986 10.3787144 7.9885893 10.3632691 9.7009239 0.6991962 6.7037361 8.3857347 11.4632765 7.3885331 7.9753585 7.1454910 TCGA-2Z-A9JT 71 0 NA 684 kidney stage i t1a nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 432.22.0 1 1 3 4 3 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 17.069464 12.300750 11.661830 14.933596 5.456934 9.100789 7.291510 9.846959 9.414229 11.423487 9.868020 6.104632 5.073606 12.695656 NA 2.550039 4.009473 11.449399 9.360614 9.833131 7.907594 9.045898 10.869715 8.264288 10.995057 7.797970 10.851539 9.747259 6.901953 0.00263570 0.01028500 0.01195800 0.00124810 0.57558000 0.51246000 -0.07643800 -0.02295000 0.01028500 0.01028500 -0.00320580 -0.00087731 0.00708260 0.00124810 0.00124810 0.00000000 0.00000000 -0.00601360 -0.01078400 -0.01986300 -0.01871400 -0.01871400 -0.00443120 -0.02068700 -0.02657700 0.53432000 -0.07643800 -0.06168900 -0.05630700 0.07671000 0.07671000 0.000 0.000 0.000 0.000 0.562 0.562 0.000 0.000 0.000 0.515 0.515 0.512 0.512 0.000 0.000 0.000 0.000 0.000 0.000 0.522 0.522 -0.626 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.576 0.576 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.562 0.562 0.000 0.000 0.000 0.515 0.515 0.512 0.512 0.000 0.000 0.000 0.000 0.000 0.000 0.522 0.522 -0.626 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.576 0.576 0.000 0.000 0.000 0.000 0.000 0.000 7.4689058 11.2400405 9.0012536 10.4718835 8.6375052 NA 10.0398904 7.4448600 16.7296406 6.5500418 13.0570938 10.0398904 12.6308600 5.1350053 11.5223043 8.3115939 10.5668508 13.5554916 9.4142286 4.4569310 6.3314025 12.6956563 7.7979701 12.3057647 8.8987707 8.3573976 5.3573972 12.0428971 4.2504841 7.8987707 1.5500634 0.5500141 7.6053247 6.5500418 9.4689058 11.6552963 10.9981588 5.3573972 10.6441202 9.1757514 11.4280934 8.2915096 NA 9.0853179 5.8719718 5.7979701 9.7788612 7.0578369 9.8629254 3.7199719 7.2082539 9.7570568 5.2504803 7.2779634 7.4448600 9.5129385 10.5358844 4.0094726 4.2504841 9.9315854 9.4866804 9.4204072 10.5626671 8.5834657 6.0418957 9.0418957 7.6895941 10.2813615 9.9279255 15.1127023 8.4722404 8.8492506 NA 6.6575214 8.0736044 10.6572596 2.1350094 4.2504841 8.9888343 6.0736039 9.3444584 6.8168288 9.6844688 6.1046323 NA 2.1350094 10.9971258 12.4789310 10.4954863 2.5500387 8.0498883 9.5889616 7.0257763 8.5612696 12.5465160 3.7469684 0.5500141 8.8898924 11.3207064 11.4493994 11.6876741 12.3057647 8.8987707 10.9412861 5.4569343 6.3829318 9.7151505 8.5443961 7.0418957 4.1350012 13.7171470 2.5500387 2.5500387 4.2504841 0.5500141 14.3542794 13.6095560 11.5577706 10.7212194 8.6895938 9.5100445 10.1830377 8.3829326 9.6053249 NA 5.0094726 NA 9.8787174 9.8080903 12.7768852 7.0578369 NA 9.2435294 8.0892015 10.6507049 6.4807805 7.3314025 8.5330361 TCGA-4A-A93W 66 0 NA 4 kidney stage i t1a n0 m0 19-3-2015 female 2013 NA yes NA kidney papillary renal cell carcinoma yes 12.5 1943 white not hispanic or latino 386.28.0 2 3 2 3 2 2 3 4 2 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 16.504279 12.047652 11.675533 13.407982 10.523205 10.141741 8.113218 10.476044 10.530558 11.540447 9.313598 8.463443 4.467058 13.829744 -1.176903 7.957625 3.681179 10.978649 11.246840 10.344799 9.317054 10.566771 12.285701 10.568873 11.198238 8.270282 10.818259 8.957625 7.156578 -0.0043729 0.0089326 0.0064277 0.0000000 0.9100500 0.8471700 -0.0658100 -0.0141880 0.0089326 0.0089326 0.0089326 -0.0024303 0.0146500 -0.0178440 0.0000000 -0.0030071 0.0131140 0.0131140 -0.0128110 -0.0158390 -0.0166640 -0.0166640 -0.0031455 -0.0137610 -0.0253060 -0.0379940 -0.0658100 -0.0658100 -0.0631270 0.0774720 0.0700110 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.822 0.822 0.000 0.000 0.000 0.000 0.000 0.000 0.842 0.842 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.909 0.909 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.822 0.822 0.000 0.000 0.000 0.000 0.000 0.000 0.842 0.842 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.909 0.909 0.000 0.000 0.000 0.000 0.000 0.000 8.714982 9.794742 9.912649 9.094662 10.448451 3.523637 10.007454 7.711942 15.245855 4.800481 12.837916 12.429604 13.748938 5.032652 12.705268 7.936941 10.713843 13.974691 10.009313 4.578087 6.617614 13.829744 8.022871 12.597471 10.096994 9.313046 7.557908 12.403693 6.584749 8.823198 4.108600 -1.176903 8.882543 8.030213 9.5621352 11.7092761 12.1695737 2.4081684 12.2952547 10.3319837 10.6309559 10.0835124 -1.1769029 9.8168446 7.4043991 5.6686893 9.7066055 9.1097562 8.1086008 5.2484551 7.6529210 9.5105743 6.0228716 9.3080213 7.1982378 9.9440843 10.1669395 4.5236372 6.4885343 10.6417807 10.2484145 8.6353757 11.6139543 10.3638109 7.8703222 9.3039887 8.3526292 11.3440627 8.8487672 14.2074089 7.4452872 10.2133675 5.5780873 7.8164768 7.0423675 9.8168446 2.1451231 7.5979855 9.6529213 10.0062136 9.6361780 3.7300856 11.4502764 8.4634434 NA 6.5913832 10.0417618 11.3198027 9.9843304 -1.1769029 10.0130231 11.4247372 8.9395425 9.3240403 13.0553196 6.3350294 1.9931309 9.7004827 11.6927924 10.9786493 12.4923050 12.5974708 10.0969942 10.7897040 7.2283396 6.8400074 9.3332902 10.3125448 8.9356380 3.1451231 13.2943022 0.4081684 4.3777901 6.5847491 3.6811794 13.6711583 12.8934034 10.4179896 10.8970054 9.9013493 10.6592489 10.3477403 9.8886146 10.5378734 1.1451557 1.4081684 NA 10.1501898 8.4575922 11.4259925 8.7583635 -0.1767398 7.2578272 8.4231113 11.3652631 7.4706572 8.5184269 8.7961782 TCGA-4A-A93X 58 0 NA 390 kidney NA NA NA NA 19-3-2015 male 2013 NA yes 90 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 386.28.0 1 2 3 6 4 1 1 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 16.0196194 14.2590423 6.1194267 14.3562597 8.7923856 9.9300185 8.0257121 10.3286347 11.0260147 11.9532714 5.7832497 7.9963684 3.2659769 13.1973172 -1.1933047 0.3915478 3.0544665 9.3043954 11.1316242 10.3596929 8.8993007 10.2695571 12.0962744 9.3379251 10.9907991 7.5879035 9.5813307 9.2536268 6.8697234 -0.5577200 -0.5633100 0.0025655 0.5012500 0.5513300 0.0325210 0.0177530 -0.5767900 -0.5577200 -1.2186000 -0.5633100 0.0113290 -1.2929000 0.5012500 0.5012500 0.3750400 0.3750400 0.3750400 -0.5781700 0.0190120 -0.5957000 -0.5957000 -0.0433990 -0.0258260 -0.5690700 0.1208600 0.0177530 0.0177530 -0.5886800 -0.1554700 -0.1554700 0.000 0.000 -0.594 -0.594 0.000 0.000 0.551 0.000 -0.569 0.121 0.121 0.000 0.000 -0.599 -0.599 0.000 0.000 -0.512 -0.512 0.565 0.565 -0.588 -0.589 -0.558 -0.558 0.000 0.000 -0.604 -0.604 0.501 0.501 0.375 0.375 0.556 0.556 0.165 0.165 -0.578 -0.578 -0.155 -0.155 0.000 0.000 -0.594 -0.594 0.000 0.000 0.551 0.000 -0.569 0.121 0.121 0.000 0.000 -0.599 -0.599 0.000 0.000 -0.512 -0.512 0.565 0.565 -0.588 -0.589 -0.558 -0.558 0.000 0.000 -0.604 -0.604 0.501 0.501 0.375 0.375 0.556 0.556 0.165 0.165 -0.578 -0.578 -0.155 -0.155 9.3725976 10.1034599 9.5919961 9.8219587 9.9951324 3.5614361 9.9124521 7.8913517 14.9281783 3.8509394 13.4817840 8.3592128 13.0537294 3.6645284 14.0453215 9.5242200 9.7694397 13.3175550 9.1171563 1.6139088 6.8672392 13.1973172 7.8966563 15.2301684 10.0520963 6.9460945 7.8316835 12.4088946 6.9963684 5.9664143 -0.1934697 -0.1934697 9.3495754 7.7490582 9.0329557 10.8044287 11.6662725 0.8065303 12.0876043 10.2004703 11.7216761 9.7802410 NA 9.8163722 7.2369958 4.0159970 8.0733302 8.7838236 8.1530575 6.3378467 7.0639311 8.5344640 2.6139088 8.5276428 6.1815836 10.9701933 11.2403898 3.2659769 5.7952293 10.9248359 9.6907141 9.8379002 11.2280825 9.5597604 6.4064567 7.5911782 8.3896266 9.7881110 10.3251722 14.3100278 6.7252872 9.5747280 NA 8.9407517 6.1463945 12.7314489 -1.1933047 8.1396992 10.3697399 4.9764690 10.4273545 3.5614361 10.5459024 7.9963684 NA 4.6645227 11.4676536 12.0124896 10.3379251 NA 9.6637472 11.0431558 8.4593886 8.8079518 14.1056443 3.3450841 0.3915478 9.2307100 12.8884431 9.3043954 13.1372505 15.2301684 10.0520963 11.1391397 8.1352188 8.2286085 8.7324096 11.4386301 7.6171155 1.1284914 13.7307530 1.1284914 1.1284914 6.9963684 3.2659769 14.5230810 13.4335074 11.4778635 11.4789690 6.0639321 7.4249288 10.1977873 9.7585569 9.6425940 -1.1933047 -0.1934697 0.3915478 10.6826769 8.1532348 11.3294047 9.1408170 0.8065303 6.4647548 9.4368108 11.3163186 5.5344632 5.6769077 6.9306652 TCGA-4A-A93Y 63 0 NA 352 kidney NA NA NA NA 19-3-2015 female 2013 NA yes 100 kidney papillary renal cell carcinoma yes 22.5 1987 black or african american not hispanic or latino 386.28.0 1 1 3 6 4 1 3 4 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 17.283448 11.812914 12.338141 13.153514 7.414789 9.949619 9.401921 10.037361 7.256642 12.066665 8.205152 8.929757 7.539335 11.107629 NA NA 4.781732 10.179860 11.367518 10.612476 9.189108 10.174632 11.913110 11.134506 10.553278 7.951658 8.608173 9.602993 7.361388 0.00055459 0.00000000 -0.03857800 0.00041593 0.00138680 0.02918400 -0.00221680 -0.08764200 -0.00128310 0.00000000 0.00000000 -0.03857800 -0.00636680 0.00041593 0.00041593 0.00083195 0.00083195 0.00083195 -0.00304750 0.00332990 -0.00069303 -0.00069303 0.00124810 0.00124810 0.00305220 -0.00290910 -0.00221680 -0.00221680 -0.09607700 -0.00590520 -0.00590520 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.1611845 9.7961787 9.9858893 9.3758357 9.9832336 3.3585229 10.4063887 7.0488367 17.7924148 8.9678678 13.4157130 16.0956629 13.3687950 7.8298267 12.8655049 10.0206232 10.3358011 13.3738096 8.2232700 7.7632755 7.5284463 11.1076288 7.9131102 12.6601213 10.5688605 12.0561207 8.2142390 12.4076272 4.4226501 6.0283724 2.9865566 0.4840866 8.6606409 6.5925766 10.2034409 12.1241464 11.0241802 7.5785697 11.6310450 10.7371117 10.9061169 10.0030331 2.0690147 9.6159091 6.0589615 7.8029712 10.1091521 9.4793482 8.9047141 5.7064449 7.4878039 8.5027161 7.7192683 10.0147836 2.4840608 10.4226516 9.2165022 11.0440665 7.5211411 10.4689452 9.9564045 8.5266236 11.4192172 10.0796204 8.4840523 8.8605392 9.6967511 10.6189062 9.2165022 12.6709917 6.4542154 10.0270840 -1.1009791 7.3320070 10.0956917 11.2421615 1.2210109 9.1134088 9.6064487 7.2610333 9.8459958 10.3580088 11.2860299 8.9297567 1.7064642 0.4840866 11.8313044 11.5384303 10.7535684 1.4840350 10.0160833 10.1170473 8.2956946 9.6029931 14.1190900 3.6523718 4.6270114 10.1476102 12.9211973 10.1798603 12.3831572 12.6601213 10.5688605 10.3079501 8.5229710 6.5211418 9.7642506 9.9386941 8.3909428 10.7644362 12.9692106 5.6935065 5.9103177 4.4226501 5.4382496 14.2992513 12.4964439 10.5903969 11.2283253 10.5834000 10.3137748 10.5825229 10.4910793 10.4250997 6.5429452 3.5084920 NA 11.4105952 9.2434077 11.3419450 7.9325124 4.3253576 10.2339215 8.1844921 11.0864417 6.8877738 8.9393794 8.3829054 TCGA-A4-7286 42 0 NA 554 kidney NA t3a nx NA 19-3-2015 male 2011 NA NA 90 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 194.47.0 3 1 NA NA 3 1 2 2 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.213805e-06 5.20202e-07 16.453958 12.477525 11.197028 14.043391 6.528379 9.525370 8.328848 9.811313 8.089094 11.516306 8.725825 8.236198 3.791418 11.988903 NA 2.206456 4.621489 12.139650 10.262474 9.952405 8.121334 10.288600 11.498005 9.920696 10.580041 7.708951 8.665882 9.763595 5.750773 0.0000000 0.0000000 0.0151680 -0.4037400 0.0132130 0.4021100 -0.4109100 -0.4205300 0.0000000 0.0000000 0.0000000 0.0151680 0.0041632 -0.4037400 -0.4037400 -0.4288700 -0.4288700 -0.4288700 -0.4256000 0.0061090 0.0041632 0.0041632 -0.4256000 -0.4233100 -0.4371300 0.3790700 -0.4109100 -0.4109100 -0.4369100 -0.1240800 -0.1240800 0.000 0.000 0.000 0.000 0.398 0.398 0.000 -0.423 -0.437 0.379 0.379 0.394 0.394 -0.428 -0.428 -0.411 -0.411 -0.421 -0.421 0.390 0.390 0.000 -0.437 0.000 0.000 0.000 0.000 0.000 0.000 -0.404 -0.404 -0.429 -0.429 0.000 0.000 0.000 0.000 -0.426 -0.426 -0.124 -0.124 0.000 0.000 0.000 0.000 0.398 0.398 0.000 -0.423 -0.437 0.379 0.379 0.394 0.394 -0.428 -0.428 -0.411 -0.411 -0.421 -0.421 0.390 0.390 0.000 -0.437 0.000 0.000 0.000 0.000 0.000 0.000 -0.404 -0.404 -0.429 -0.429 0.000 0.000 0.000 0.000 -0.426 -0.426 -0.124 -0.124 8.5522257 9.9092008 9.2725400 9.8137812 10.3340153 2.9434150 10.4810232 8.0308795 16.2663586 3.4288392 13.8734145 10.1489654 12.6019850 3.4288392 11.4384720 7.8309417 10.4077580 12.6337637 9.7635955 5.8694149 7.9343714 11.9889031 8.7089511 11.4630527 9.8358076 8.0561164 7.5163060 12.4392715 4.7089487 7.7507713 NA 0.6215244 7.0809198 5.1450497 10.1489654 11.6842091 11.3400213 0.6215244 12.0159511 10.4964697 10.8174757 9.2288187 3.6214893 9.8929514 2.9434150 5.3763772 8.1760774 9.2761244 9.1837309 4.3219281 7.4669786 8.4159044 5.6658816 9.4256194 5.4288425 10.4872216 8.4794695 4.3219281 4.8694174 10.6740565 9.3425876 9.1567637 10.7116008 8.7610399 8.3009684 8.8503072 9.6130102 10.3595807 9.3391648 14.0116573 7.3960122 9.3730324 NA 6.0819041 7.9343714 11.3951798 0.6215244 9.2398739 9.3995655 5.6214893 9.0266299 8.2581128 11.4551691 8.2361984 NA NA 10.8333767 11.0819443 9.9986989 NA 10.3114863 10.0972218 7.9790404 9.0726994 14.2973352 5.7561213 1.6214776 9.8835832 12.4953170 12.1396497 12.3583131 11.4630527 9.8358076 9.8812316 9.0809201 6.5756845 9.8672312 9.3253920 8.4223882 3.6214893 13.1438247 0.6215244 2.6214776 4.7089487 4.4288459 13.6214038 11.6250063 10.7155661 11.3671627 9.5872727 10.1567638 9.8598932 9.3357338 10.0393409 0.6215244 1.6214776 NA 11.4926236 8.0736060 11.1293029 7.4918531 NA 8.6327157 8.6929509 10.6424683 5.7914130 6.7300122 7.3896726 TCGA-A4-7287 75 1 597 234 kidney stage i t1 nx mx 19-3-2015 female 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 194.47.0 1 1 NA NA 4 3 3 4 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 1.525926e-06 5.20202e-07 17.095511 11.923114 10.383196 10.120199 NA 10.548063 9.178219 10.955511 13.931188 12.231801 7.781160 9.830181 6.589465 11.192974 5.852498 7.593256 3.663470 9.910633 11.611774 10.951824 9.213134 11.018552 12.766858 10.426877 11.271387 9.213134 9.235142 8.723512 7.834031 0.01026100 -0.00505080 0.12101000 -0.47812000 0.02199900 -0.00698580 -0.05906500 -0.00062094 0.01026100 -0.00505080 -0.00505080 0.15672000 -0.55622000 0.45488000 -0.47812000 -0.00447790 0.01035700 0.01035700 -1.15500000 0.00948340 0.01524000 0.01524000 -0.01002300 -0.43783000 0.01566000 -0.57185000 -0.05906500 -0.05906500 -0.02869400 -0.14521000 -0.16259000 0.000 0.000 -0.582 0.000 0.000 0.000 -0.554 -0.428 0.000 -0.572 -0.572 -0.513 0.000 -0.525 -0.525 0.000 0.000 0.000 0.428 0.000 0.000 0.000 0.000 0.000 0.000 0.121 0.121 -0.556 -0.556 -0.023 -0.478 0.000 0.000 0.000 0.000 0.000 0.000 -0.590 -0.590 -0.145 -0.145 0.000 0.000 -0.582 0.000 0.000 0.000 -0.554 -0.428 0.000 -0.572 -0.572 -0.513 0.000 -0.525 -0.525 0.000 0.000 0.000 0.428 0.000 0.000 0.000 0.000 0.000 0.000 0.121 0.121 -0.556 -0.556 -0.023 -0.478 0.000 0.000 0.000 0.000 0.000 0.000 -0.590 -0.590 -0.145 -0.145 8.61766140 8.99688894 9.62323533 8.85408014 10.45840087 7.21928180 10.72048224 7.32338989 14.81749851 9.21436600 13.54157747 14.12318372 13.13131529 7.91139259 12.93277897 9.31422975 10.63247753 13.83724230 3.92650238 7.46255217 7.63799489 11.19297386 8.03641706 12.97689251 9.97816173 10.59514827 9.03083622 12.37482247 5.67782110 7.99115276 2.34153039 0.01963076 11.97743660 7.40331374 10.7682212 11.4958489 11.0588708 2.4790494 11.9681588 11.4038532 11.5892274 9.7338546 -0.9805116 10.5577980 8.0280375 7.3003800 9.4000701 10.2339282 8.8760346 9.8027792 8.1176410 9.9436792 6.8075121 9.3392813 8.8915143 10.5713173 8.7577014 10.4484926 3.1070685 10.6548737 10.3722043 9.4416737 11.5799419 10.0578422 7.2675367 9.5770728 10.3199616 11.4646239 8.9437089 13.7512463 7.7820907 10.5956210 NA 8.4029246 8.8915143 10.4816000 -0.9805116 8.5234349 9.6008096 7.6195216 7.8493319 6.0530331 11.6480546 9.8301807 -0.9805116 2.3415304 9.6241623 11.3733073 9.5732384 1.3415304 10.4978731 10.8524991 10.0762468 10.4353509 12.5950301 5.8530051 6.6706605 10.1209282 11.9990342 9.9106333 13.0443159 12.9768925 9.9781617 10.6548737 8.8107718 2.8269653 9.4473409 10.4140718 9.7500792 9.1463136 12.9508082 3.6634699 3.9265024 5.6778211 7.2192818 13.8143432 12.6866097 10.7475295 10.8313851 9.6562337 9.2327133 10.5358015 10.5377704 11.4651413 7.5194546 1.8269653 6.0196085 10.2863956 9.0442225 10.2578286 9.3358905 1.0196308 8.3142297 6.1176410 11.9632227 6.2094339 9.9113927 8.5254206 TCGA-A4-7288 71 0 NA 1857 kidney NA t1a nx mx 19-3-2015 female 2008 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 194.47.0 2 3 3 6 3 1 2 3 1 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 4 0 0 0 0 0 0 0 0 0 0 2.254209e-06 6.936026e-07 16.45263550 12.22029050 11.26165950 14.09164728 13.85346740 10.48618652 8.00075947 10.45221550 10.44059731 11.64111196 7.99505198 9.82319382 3.53199272 14.29522631 NA -0.01231532 2.57262293 10.24033520 11.39770757 10.90901483 9.22368391 10.93311354 12.28897537 10.23322240 9.85030703 7.70420315 9.57012533 9.22288617 7.05877430 0.00374650 0.00374650 0.00000000 -0.00029908 0.80383000 0.79743000 -0.00912860 -0.00207840 0.00374650 0.00374650 0.00374650 0.00000000 0.00000000 0.00166420 -0.00029908 0.00194180 0.00194180 0.00194180 -0.00207840 -0.00705760 -0.00207840 -0.00207840 0.00152550 0.00152550 -0.00401620 0.81513000 -0.00912860 -0.00912860 -0.91063000 0.04075100 0.04075100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.790 0.790 0.794 0.794 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.891 -0.911 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.794 0.794 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.790 0.790 0.794 0.794 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.891 -0.911 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.794 0.794 0.000 0.000 0.000 0.000 0.000 0.000 9.872858 9.504683 9.931161 10.613987 11.302631 5.964951 10.820823 7.010038 13.325199 1.862154 14.378443 10.075133 13.331642 4.572635 11.509597 9.048366 10.356540 12.560291 9.785331 2.402695 9.595616 14.295226 10.076016 11.796500 10.673295 8.849790 8.889542 13.142171 2.926265 8.078664 NA -1.597278 8.206838 6.898563 9.73698042 11.49760962 11.81673173 1.21007710 13.14401618 10.99165605 10.73530326 10.34081649 NA 10.57388402 2.72462845 4.07513040 7.69041989 9.96733305 7.15759452 4.48953651 7.80571937 8.51905119 3.15759351 9.97398588 6.56257825 10.33602904 9.64469037 1.98768468 5.53198960 10.71757361 9.34375491 9.60911113 11.07954578 10.65566828 7.23875725 8.80997483 8.01557562 11.58121645 9.83936144 14.94325908 8.28800689 10.24819728 NA 8.42264551 5.96495074 10.51307310 -0.01231532 9.47550971 9.72068495 6.75143560 9.60166179 5.24819704 11.62806531 9.82319382 -1.59727782 -1.59727782 11.18693306 10.98155158 9.46137549 NA 10.11222185 11.86738057 9.38641350 9.40692777 13.32040561 5.14538807 4.57263505 10.33085538 12.64773990 10.24033520 12.26805385 11.79649985 10.67329459 9.67183382 9.34961341 8.38427435 9.35698361 10.61124644 8.89656279 -1.59727782 13.00807097 1.72465027 3.86213395 2.92626515 5.60237967 12.71246419 11.97966387 10.96208430 11.38659149 5.94186691 11.12956399 9.60972154 10.64766564 9.75915916 NA 2.10316189 -1.59727782 10.50172624 6.96319319 10.59171017 9.66009504 -0.59727782 5.91840770 9.19060968 11.11695275 7.30658944 8.17914028 7.35107439 TCGA-A4-7583 60 0 NA 3 kidney stage i t1 n0 m0 23-10-2014 male 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 194.37.0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.115488e-06 4.855218e-07 16.387429 11.680445 9.739019 13.407267 8.722660 9.632585 8.091404 10.721078 9.293209 11.729132 8.671130 8.663239 0.889785 13.191209 2.737773 1.889785 3.211698 12.757435 11.808040 10.421152 8.375197 11.051154 12.541809 9.769354 10.904070 8.238498 9.545122 10.123390 8.092208 -0.00650500 -0.00263220 0.00166420 0.00180300 0.00083110 0.03495900 0.03986300 -0.65984000 -0.00263220 -0.00263220 -0.00263220 0.02342600 -0.00733390 0.00180300 0.00180300 -0.01440300 0.00444110 0.00302990 0.00316880 0.00027728 0.00360760 0.00360760 -0.68250000 -0.68250000 -0.66883000 0.65977000 0.03986300 0.03986300 0.03863000 -0.09158800 -0.10162000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.683 -0.669 0.615 0.615 0.000 0.000 0.000 0.000 0.000 0.000 -0.681 -0.681 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.683 -0.669 0.615 0.615 0.000 0.000 0.000 0.000 0.000 0.000 -0.681 -0.681 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.9830559 9.0845273 9.9292378 8.1546819 10.5162095 5.5451220 10.2578403 7.3816234 15.6545286 4.9772341 13.3146715 9.2206874 13.3041385 3.9253918 11.8946931 8.5479819 10.1281752 12.8445483 11.1322300 7.3655036 8.9198859 13.1912094 9.1243483 12.3487921 10.6711301 8.2974629 8.7009844 12.6052177 6.7073936 8.1658949 -0.4320652 -0.4320652 10.9363488 6.8486129 10.8917415 10.9012772 11.5711846 2.8897656 12.7327492 10.1462151 10.6675188 10.6489929 -1.4320652 10.6376277 5.3093108 6.9385293 10.4554437 9.6074468 11.2193426 5.2957634 7.5929817 8.6176908 5.2682809 10.3389191 4.6122345 10.8011624 8.6312375 3.3751924 6.4867063 11.1374606 9.6757133 9.4451264 11.3596157 9.6292134 5.7675144 8.7188589 9.7188589 11.2872311 9.3313617 15.2937278 7.5859871 10.4409019 NA 8.2241778 7.8205077 10.0491372 0.1527675 9.5579463 9.3606327 4.1224325 7.9121385 6.2957634 11.0894427 8.6632393 NA NA 10.3067790 11.1654294 9.8240510 -1.4320652 10.0076732 11.4027084 8.5234922 9.4435917 13.7609056 5.7285192 3.6553060 10.3999412 12.9487768 12.7574353 12.2584951 12.3487921 10.6711301 10.1760971 9.3999412 7.5818626 9.6636019 10.4034980 9.3109937 1.7377733 13.0650704 1.1528324 0.8897850 6.7073936 6.7073936 12.7882645 11.3266901 9.6546419 11.1188296 9.8205077 10.7264520 10.3012814 9.8880788 10.5674900 1.1528324 2.0272602 NA 10.7558129 7.9265374 10.2890227 8.7175894 -1.4320652 8.1714686 9.3679332 11.0579410 7.2957625 8.4596259 7.3655036 TCGA-A4-7584 59 0 NA 0 kidney stage i t1a nx mx 28-8-2014 male 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 194.32.0 1 3 1 6 3 1 2 2 NA NA 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 1.942087e-06 4.855218e-07 16.1109261 10.9916057 13.1260507 14.2509054 10.2884655 9.9569681 7.8791059 10.6293440 8.6776721 11.1184464 8.4016335 7.1483495 0.3846025 14.8243280 2.8870768 1.6069633 2.2590615 10.3628175 11.2432874 10.2347705 9.5578445 10.7829711 12.4328435 10.3902083 10.6948178 8.5207204 9.6061709 9.4280668 6.2834366 -0.0459060 0.0036076 0.0000000 0.0016642 0.6470800 0.5473500 -0.0546900 -0.0201380 0.0036076 0.0036076 0.0036076 0.0000000 0.0044411 0.0016642 0.0016642 -0.0126210 0.0032841 0.0032841 -0.0139530 -0.0190460 -0.0092666 -0.0092666 -0.0145030 -0.0171160 -0.0261670 0.5720200 -0.0546900 -0.0546900 -0.0585960 0.0816250 0.0728000 0.000 0.000 0.000 0.000 0.384 0.384 0.000 0.000 0.000 0.572 0.572 0.547 0.547 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.579 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.647 0.647 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.384 0.384 0.000 0.000 0.000 0.572 0.572 0.547 0.547 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.579 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.647 0.647 0.000 0.000 0.000 0.000 0.000 0.000 9.4826158 9.2290279 9.6269640 10.1130712 11.1466889 5.3542088 9.9707980 6.6699863 13.5745112 3.8870865 13.6834100 9.2290279 13.7971535 3.2590465 12.8247608 7.2753545 10.4605084 13.6631300 10.4262428 2.5000627 8.2153631 14.8243280 9.7087642 12.3049366 10.5427726 7.1876381 8.4773410 12.9406906 5.5000595 8.0942419 -0.2004153 NA 9.0320421 7.6388247 9.9714234 11.4746961 11.3123616 NA 12.4845889 10.7711647 10.5275416 10.0151542 NA 10.4092617 3.6576057 2.7065085 9.1615650 9.4298883 9.0248286 5.4143318 7.4791012 9.1833255 6.1571731 9.6989781 5.1034011 10.5809810 9.2692630 1.3846025 2.3845748 10.7188570 9.5603412 9.3436197 10.8223358 9.8697422 6.8052460 8.4253301 9.1757466 10.7277695 9.2373732 15.2781065 7.0225609 10.3069203 NA 8.1705701 5.8657110 9.4497753 -1.2002495 9.0115096 9.9327634 2.2590615 9.0163671 3.5000627 10.7929134 7.1483495 NA NA 12.0522867 10.5822099 10.3756331 -0.2004153 9.9340474 11.8157330 8.7711649 9.4161701 13.0530255 5.6915258 NA 10.1266123 12.2460584 10.3628175 12.2491568 12.3049366 10.5427726 9.9745470 8.7811885 7.3958109 9.3095941 10.5368686 8.9745468 1.1215459 12.5262651 1.1215459 1.9695281 5.5000595 5.2425644 12.8678444 11.9803074 11.1350116 11.5830287 8.4124898 10.6703712 9.1516645 10.3746876 9.8038416 0.7995847 1.7996261 NA 9.9664120 7.5840921 11.2562554 9.4307983 -1.2002495 5.8330444 8.8910567 11.4212153 6.4578323 7.9159654 7.5776985 TCGA-A4-7585 67 1 1070 NA kidney stage iii t3a n0 m0 19-3-2015 male 2007 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 194.47.0 1 1 3 6 3 1 1 1 1 2 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 4 0 0 0 0 0 0 0 0 4 0 0 0 0 2.774411e-06 6.589225e-07 15.966183 12.377193 13.111278 13.558191 7.453198 10.136225 8.783046 10.174360 7.579831 11.171094 7.677895 8.988794 4.894469 12.541634 NA 2.932949 4.385452 10.166813 11.655294 10.515133 9.172854 10.708075 12.487833 10.001295 10.570329 8.262443 8.636298 9.542994 7.424220 -0.00765180 0.39031000 0.00485790 0.00430210 -0.00013862 0.37134000 -0.01161100 -0.00138580 0.00000000 0.01363200 -0.39074000 0.00485790 0.00235810 0.38982000 0.00430210 0.00319100 0.00319100 0.00722170 -0.00152430 -0.00650500 0.00000000 0.00000000 -0.38984000 0.00013863 -0.00636680 0.31113000 -0.01161100 -0.00526100 -0.01601700 0.02020800 0.02384700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.305 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.305 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.650076 9.257714 9.881001 10.070876 10.901456 5.854938 9.424794 7.685014 16.244585 6.479429 12.868106 12.994063 12.961938 6.224172 12.882537 9.926997 10.230461 12.744020 8.874838 8.190825 9.378501 12.541634 8.081618 12.990648 10.385887 10.047505 9.232872 13.207350 1.684998 3.591907 NA -0.314912 9.259607 6.947109 9.9041821 11.3808942 11.5224444 2.4923660 12.6417527 10.7436817 10.3001833 10.3275165 -1.3150915 10.5103699 4.6622910 6.9933528 9.2251416 9.4018329 10.1398268 6.6896276 7.5398815 8.9623009 5.3715136 10.2061232 5.1607468 11.0505158 8.8944667 7.0816187 7.9234184 10.5576884 9.2596070 9.9144333 10.9593917 10.0108811 8.1091798 7.6622931 9.4340450 10.7591550 9.0304188 13.2016369 8.6721212 10.2443906 NA 8.1909442 8.6864217 12.1736068 NA 9.0326348 10.4482259 6.1607468 9.2803177 7.1485376 10.6116801 8.9887943 0.6849982 1.0069084 12.1561807 10.7204999 10.5371529 -1.3150915 9.7531200 10.8071944 8.6765354 9.5059901 13.7003414 5.2577499 2.3854586 10.2586607 12.7988371 10.1668130 12.2644473 12.9906478 10.3858867 10.0611389 9.0611389 8.0381601 9.2923624 10.9153342 9.4440694 6.7348627 12.7026049 4.2699757 4.9518022 1.6849982 6.3715136 13.0742704 12.3841521 11.4325771 11.6498958 9.0058140 11.1256232 9.5775563 10.6594281 9.3342697 2.9329494 4.1444462 2.5918948 10.8191189 8.2845729 10.9944785 9.5576885 1.6849982 8.3324721 8.8661659 11.3295458 6.5115613 8.6216515 7.0204044 TCGA-A4-7732 55 0 NA 582 kidney NA t2a nx mx 19-3-2015 male 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 194.47.0 2 3 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 2.080808e-06 2.774411e-07 16.481571 11.629268 12.256628 13.926482 9.465292 10.126422 7.938387 10.379752 10.159105 11.310964 9.537473 7.855728 2.508758 14.122698 NA 2.646278 4.434768 10.639084 11.409327 10.226447 9.519998 10.651388 12.739392 10.659533 10.840583 9.032333 10.849956 8.976376 7.490623 0.00861350 0.00861350 0.00709760 -0.05549900 1.53400000 0.73663000 1.71820000 -0.00595220 0.00861350 0.00861350 0.00861350 0.00819590 0.01042400 -0.00039625 0.00277450 -0.00069303 -0.00069303 -0.00069303 0.00000000 -0.00719580 -0.00899060 -0.00899060 -0.00484610 -0.00484610 -0.01340200 -0.02301800 -0.08505900 -0.06007600 -0.04482200 0.14162000 0.09612600 0.000 0.000 0.000 0.000 0.771 0.771 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 0.754 0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.534 1.534 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.771 0.771 0.000 0.000 0.000 0.000 0.000 0.737 0.737 0.000 0.000 0.000 0.000 0.000 0.000 0.754 0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.534 1.534 0.000 0.000 0.000 0.000 0.000 0.000 8.994198 9.376667 9.462967 8.843268 10.551525 4.396297 9.535571 7.135210 15.323533 4.396297 12.995405 10.932937 14.367296 5.490625 12.667507 7.945066 10.378519 13.804138 10.516078 4.434768 8.410844 14.122698 8.642170 12.141403 10.351121 8.591984 7.613107 12.791975 6.561882 8.546592 NA NA 8.894202 7.617296 9.6193846 11.6028485 11.4580139 0.7718011 12.4716668 10.3944672 10.3772847 10.6966177 0.7718011 10.3642623 6.7867558 5.4347717 10.4282300 9.2953672 10.0299786 6.1641225 7.8161990 9.5542575 5.5618821 9.5597078 6.8306990 10.2285019 9.6235543 -0.8132459 5.6786945 10.5694667 9.8387912 9.1569487 11.2230163 10.3460833 7.9181620 8.8539542 8.6462743 11.2726471 8.7395120 15.4608386 7.4102656 10.3289498 NA 8.3506935 7.9974144 9.1439446 1.9941814 7.5962337 9.7913959 2.9941995 8.9665620 5.6131073 10.6635889 7.8557275 NA 1.9941814 10.8759671 10.8933387 9.9861243 0.1868808 9.7191987 11.7481307 8.4629672 9.0070217 13.2664108 6.7129121 1.1868175 9.8959265 12.1949211 10.6390840 12.2389012 12.1414026 10.3511211 10.1049605 7.6256343 7.1116553 9.5523669 10.2154394 9.2649935 0.1868808 12.3958391 -0.8132459 1.9941814 6.5618821 4.8306965 13.1288660 12.2460181 10.4041946 11.1406754 8.7923221 10.5764740 9.8950645 10.1446702 10.2509117 NA NA NA 10.0393722 7.6291642 11.9222739 8.7064791 -0.8132459 7.8450540 8.0006237 11.7821002 7.4011620 8.1205334 8.0291928 TCGA-A4-7734 53 0 NA 27 kidney stage i t1a nx mx 23-10-2014 female 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 194.37.0 2 3 2 3 2 2 3 4 3 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 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 1.525926e-06 5.20202e-07 16.399645 11.661171 13.192161 12.898474 7.386150 10.730691 8.550747 10.644476 9.394671 11.831318 8.530598 9.858986 3.365497 14.855942 NA 8.739192 5.374709 10.180750 11.755248 10.551001 9.580432 11.011933 12.679362 10.817547 10.754942 8.661289 9.481501 9.065930 7.104008 0.0056919 0.0056919 0.0043021 0.0000000 0.7629100 0.7073800 -0.0526660 -0.0074720 0.0056919 0.0056919 0.0056919 0.0043021 0.0133530 0.0000000 0.0000000 0.0077783 0.0077783 0.0077783 -0.0107840 -0.0073339 -0.0104530 -0.0104530 -0.0058140 -0.0058140 -0.0195890 -0.0410240 -0.0821110 -0.0526660 -0.0563070 0.0633660 0.0633660 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.707 0.707 0.000 0.000 0.000 0.000 0.000 0.000 0.722 0.722 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.768 0.768 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.707 0.707 0.000 0.000 0.000 0.000 0.000 0.000 0.722 0.722 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.768 0.768 0.000 0.000 0.000 0.000 0.000 0.000 9.780528 9.038641 10.404268 7.814798 11.735619 4.709445 10.923224 6.214513 14.573771 5.045871 13.683193 11.007681 13.890308 5.603650 12.525749 9.548203 10.625052 13.876482 8.132656 6.619247 9.613904 14.855942 10.009716 12.023702 11.024434 9.029915 9.076562 13.234866 6.919291 9.167551 -1.919752 -1.919752 9.639465 7.611470 10.1100653 11.6857989 11.6664586 -1.9197517 13.2654667 11.3739906 10.2852702 10.9460144 NA 10.8437152 6.2944075 5.7094450 9.1648964 9.9627309 10.0811441 6.0008586 7.8728780 8.6499434 5.0458710 9.9380689 6.0342840 10.5199188 9.1655603 5.6725441 6.0968964 10.9153488 9.5957878 8.7203329 11.6700901 10.8139506 7.7665885 9.2834359 9.4589245 11.0311905 8.9251310 14.9438144 5.9722975 10.3775774 -0.3349711 7.4249389 7.8299574 9.7135372 0.4020672 9.5679279 10.0141473 7.7130833 9.5129221 4.7382977 11.7491944 9.8589863 NA 4.5395187 9.4020161 10.5903576 9.5563279 -1.9197517 9.9255780 12.4643995 9.2234711 9.7930447 13.7135940 5.6145067 3.8349741 10.3474598 12.0724067 10.1807502 12.6829607 12.0237016 11.0244340 9.9074306 9.8801789 7.8630861 9.5784036 10.7816110 9.2531403 4.9627295 12.7699221 3.9380693 4.4894787 6.9192912 6.6800008 13.1647871 12.3996189 10.0067545 10.3535921 9.2431085 11.2225141 9.8020415 10.9566049 10.7558244 2.6036441 0.6650289 NA 10.3907007 7.4908781 10.7003169 10.0145160 0.6650289 7.5230310 8.0871154 11.4947731 7.2424796 8.6508923 7.7057969 TCGA-A4-7828 74 0 NA 0 kidney stage ii t1a nx m0 23-10-2014 female 2011 NA NA 40 kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 194.37.0 1 1 NA NA 4 3 3 4 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 4 0 0 0 0 0 0 0 0 0 0 1.456566e-06 5.20202e-07 16.719742 10.088174 12.784695 13.996788 10.235081 10.467676 9.267189 10.341340 8.397704 11.800926 8.120900 9.348719 9.600575 12.288746 4.281498 1.840926 2.033582 10.326466 11.932738 11.418893 10.149913 10.362805 12.034978 11.272870 10.650578 8.661103 8.533415 8.620409 7.474730 0.00027728 0.00027728 0.00235810 0.00138680 -0.00526100 0.00221930 -0.02520900 -0.00060903 0.00027728 0.00027728 0.00027728 0.00235810 0.00346870 0.00138680 0.00138680 -0.00189240 0.00180300 0.00180300 0.00186780 -0.00387790 0.00110930 0.00110930 0.00000000 0.00000000 0.00013863 -0.00027724 -0.02520900 -0.02520900 -0.00761010 -0.00097017 -0.00097017 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.422663 8.088852 11.560069 6.775036 10.630225 3.618532 10.474958 6.754668 14.758776 7.681028 13.160193 13.565986 13.215886 9.432313 12.368681 8.679228 9.607217 13.891356 9.039194 5.010851 8.269583 12.288746 7.907014 12.510442 10.630225 12.969563 8.689994 13.107209 1.033582 8.033569 1.355524 NA 10.795952 7.305033 9.6980168 11.7285803 10.9917597 0.6185206 12.7022330 10.9917597 10.3026963 9.7460966 NA 10.6560790 5.8409239 6.0335706 11.1676749 9.6882055 11.0268618 5.4186555 6.6629261 9.2814970 6.2814980 10.0377900 4.8664580 10.3739760 8.7112891 6.0669933 6.3644866 10.7741936 9.7867863 8.4744389 11.1618861 10.1909164 9.2683869 8.4619296 9.7077619 10.0363845 8.4318644 13.4661114 5.8950287 10.0122800 -0.9663479 7.7235674 9.8938806 9.4619298 1.6185206 9.0614754 9.9434626 7.5843161 8.1130545 10.9264918 11.3653262 9.3487191 NA 5.2034948 12.0092384 10.6769748 10.2725712 1.0335816 9.9598655 11.2113005 9.4053461 10.0036755 14.0774085 7.6582186 3.8409264 10.4015302 11.7934577 10.3264663 12.2580235 12.5104423 10.6302252 10.9169765 8.6882055 6.7478157 9.6153162 10.4924887 8.8585281 5.3003544 13.0835031 6.1103841 7.4344489 1.0335816 6.1103841 13.7200750 12.5503776 10.1375130 10.6320873 9.9986323 10.8497532 10.0363845 10.3828507 9.6837238 1.6185206 1.6185206 NA 10.6846213 7.9904682 9.7850300 9.5463099 3.5571282 7.3235880 7.9192662 11.1981622 6.2909570 11.2212309 7.6738143 TCGA-A4-7915 35 0 NA 7 kidney stage ii t2b n0 mx 23-10-2014 female 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 209.34.0 1 2 2 5 4 3 3 4 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 1.283165e-06 4.161616e-07 15.6168506 12.2124662 10.5428401 12.4320958 2.7219194 11.2719780 9.2080946 10.6633895 7.4353477 11.4321090 7.2407045 9.4272378 5.8043737 14.0391233 -0.3654997 0.6344074 10.9809612 10.2647146 11.5453862 11.1895158 9.2090410 10.5751280 12.5176635 10.0240787 10.3443928 8.3759143 7.8941908 9.5048122 6.2643131 0.0751480 0.0787270 0.0034687 0.0077783 0.0000000 0.5970100 -0.0391220 -0.0365380 0.0787270 0.0787270 0.0787270 -0.0052414 0.0128050 0.0077783 0.0077783 0.0096403 0.0096403 0.0096403 -0.0013858 -0.0012473 0.0034687 0.0034687 -0.0040162 -0.0040162 -0.0147780 -0.0107840 -0.0391220 -0.0391220 -0.0400730 -0.0252090 -0.0243870 0.000 0.000 0.000 0.000 0.000 0.000 -0.688 0.000 0.000 0.000 0.000 -0.671 0.597 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.688 0.000 0.000 0.000 0.000 -0.671 0.597 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.295335 8.451431 11.403459 6.868067 11.083338 7.582815 11.277402 6.684296 16.952809 5.974298 14.301060 15.266406 12.764616 7.748189 13.132362 9.924466 10.673709 13.617307 9.041715 6.234360 9.096950 14.039123 9.102053 13.243338 9.387664 11.373806 9.236218 13.554428 6.848767 9.423981 NA NA 12.157642 7.415807 10.7321504 11.7124314 12.0624149 0.9563541 12.5944494 11.1526088 11.2895309 10.3880821 0.2194628 10.9991293 4.4673382 5.5292650 9.2380739 9.2528329 11.9910369 9.0491009 7.5740266 8.8572424 5.4799387 10.0669894 NA 11.3775988 8.8255068 3.0938813 4.4158060 10.5922750 9.8511932 8.5900975 11.0861737 9.8224180 11.2021659 8.0073127 10.3170032 11.0884896 8.4783684 13.2483520 8.1739164 10.1352894 NA 7.6182959 8.1122059 12.6509075 -1.3654997 9.0299815 10.3521239 8.5973435 8.2783036 3.1580138 11.9048888 9.4272378 NA 6.1342928 9.8049985 10.8420719 9.9742974 -0.3654997 10.2697121 11.4243886 9.5835447 10.8429866 13.9882490 6.4840721 1.4418022 10.3443928 11.5824495 10.2647146 13.1379005 13.2433375 9.3876641 10.3139275 9.3834788 5.0607132 9.5952314 10.9631224 9.2362183 3.0938813 12.7589727 3.6344423 6.2710727 6.8487669 6.2710727 13.5877645 12.9248983 10.1422421 10.9991293 8.2436262 11.5753116 9.8554302 10.7393737 10.5674003 2.0938644 4.1224491 0.2194628 11.4566199 7.5542343 7.2990724 9.7285251 -1.3654997 6.5828149 7.5798914 11.6538644 7.0897746 7.8656683 7.5473365 TCGA-A4-7996 61 0 NA 506 kidney stage i t1a nx mx 19-3-2015 female 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 209.44.0 1 3 2 3 3 2 2 3 1 1 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 6 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 2.115488e-06 8.670033e-07 16.221305 12.149117 10.866675 13.768854 6.114758 10.440924 8.573333 10.494901 8.613927 11.615073 8.414471 8.976312 3.214917 14.244126 -2.142417 1.857384 4.179296 10.564730 11.451409 9.644865 9.184362 10.880605 12.584494 9.872089 10.740205 8.341187 9.665531 8.921440 7.102734 0.0020805 0.0020805 0.0210430 0.0000000 0.5949400 0.5443600 -0.0830860 -0.0185660 0.0020805 0.0020805 -0.0408710 0.0096422 0.0202030 0.0000000 0.0000000 0.0034687 0.0034687 0.0034687 -0.0157410 -0.0224690 -0.0099859 -0.0099859 -0.0224690 -0.0422690 -0.0267140 0.5361500 -0.0830860 -0.0618230 -0.0649110 0.0536590 0.0652260 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.553 0.553 0.544 0.544 0.000 0.000 0.000 0.000 0.000 0.000 0.536 0.536 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.553 0.553 0.544 0.544 0.000 0.000 0.000 0.000 0.000 0.000 0.536 0.536 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 0.000 0.000 0.000 0.000 0.000 0.000 9.941183 8.716906 9.552599 9.287823 11.555533 5.585290 10.407877 7.102924 15.244505 4.486727 14.111551 9.711070 13.782995 5.464701 12.080920 9.289913 10.302386 13.272353 9.289913 7.245388 9.908580 14.244126 10.280487 12.266231 10.882684 8.084987 8.655032 13.262147 5.817373 8.188288 -1.142736 NA 9.229148 7.302386 10.1064844 11.5655927 10.8840672 3.3492237 13.0032633 10.8705191 10.5664547 11.1371265 -1.1427356 11.2187665 5.8907944 6.2105174 7.7292761 9.6022048 9.3482218 5.7263789 7.9099387 9.2038846 4.2149252 10.1085574 4.7762356 10.5153592 9.3532260 4.3651676 5.5508576 10.4277010 9.1916441 9.9616420 11.1388663 10.3282839 7.6695484 9.4688568 8.3482218 11.1766197 9.4181813 14.8202669 8.3598646 10.5059532 NA 8.1123639 8.3229372 10.7242634 0.6647559 8.9435070 10.0017105 5.3331052 9.8245971 7.7012919 11.0042578 8.9763121 NA -0.5576669 10.1517045 10.1770430 9.7373369 -0.1425763 9.8615915 11.4288865 9.1346584 9.5386094 13.7726201 5.5923524 -2.1424170 10.2906956 12.9943620 10.5647301 12.3671459 12.2662313 10.8826835 10.0219637 9.4554234 8.1311666 9.8044599 10.5171439 9.2725845 3.9866567 12.5353107 2.0272956 5.5155832 5.8173726 6.8231558 12.8408985 12.0678140 10.6934213 11.1763373 9.1955501 10.8150171 9.2862544 10.9464903 9.4853606 3.2149174 3.3269256 NA 10.1938774 7.7729816 10.6099795 10.0512042 0.1792562 7.9658951 8.8057381 11.4102801 7.3926463 8.1770432 7.3472192 TCGA-A4-7997 67 0 NA 927 kidney stage i t1b nx m0 19-3-2015 male 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 209.44.0 1 3 2 4 1 2 1 1 1 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 2.392929e-06 8.323232e-07 16.3061894 11.8553520 11.9903896 14.0430976 11.2964495 10.1147884 8.3705096 10.6238294 9.6740475 11.3277227 7.7527646 8.9581014 2.6935650 14.4863066 NA 0.6346862 4.0269859 9.7983211 11.9531653 10.5849843 9.5294891 10.7421065 12.7534503 9.5157854 10.3783838 8.6374864 9.9254583 9.1667026 6.9655881 -0.0011087 -0.0022333 0.6315300 0.0020805 0.6608700 -0.0024938 -0.0161540 -0.0043377 -0.0011087 -0.0011087 -0.0022333 -0.0062286 0.0126550 0.1099400 0.0020805 -0.0129020 -0.0129020 -0.0129020 0.0000000 -0.0058140 0.0018030 0.0018030 -0.6721400 -0.6578900 0.0026357 0.6491000 -0.0161540 -0.0161540 -0.0173920 0.0867400 0.0677970 0.000 0.000 0.000 0.000 0.659 0.659 0.000 0.000 0.000 0.649 0.649 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.622 0.622 0.000 0.000 0.000 0.000 0.000 0.632 0.000 0.000 -0.637 -0.637 0.000 0.000 0.661 0.661 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.659 0.659 0.000 0.000 0.000 0.649 0.649 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.622 0.622 0.000 0.000 0.000 0.000 0.000 0.632 0.000 0.000 -0.637 -0.637 0.000 0.000 0.661 0.661 0.000 0.000 0.000 0.000 0.000 0.000 9.7097047 7.9922235 10.8576675 7.8998958 11.0024501 4.6195656 10.0560350 6.6195641 15.3152599 3.4759798 13.6424871 10.1994560 13.1890204 4.4072576 13.1990273 10.1060079 9.5589891 12.9372627 9.4334131 4.8570653 10.2928828 14.4863066 9.3552007 12.4398779 10.6754178 8.7544770 9.5644229 12.8516698 6.0609358 7.8794319 -0.9503692 NA 10.3534897 6.6717604 10.48850075 10.66878254 11.55104852 0.85702552 13.17516274 10.91408856 10.52239979 10.78547642 -1.95009048 11.02107283 3.66441457 3.90768867 9.49161563 9.52948912 11.66200148 6.63090923 7.27612068 8.73182575 3.98044580 10.18669999 6.89833172 10.59394895 7.93692939 2.04970046 6.11040501 10.77784197 9.25794336 9.55750353 11.09102579 9.30059943 7.47177356 7.59274106 9.56195557 11.00317789 8.05111702 14.08886358 8.86779579 10.25183269 NA 8.47660243 7.87307616 9.84371853 -0.36531381 8.92392197 10.34030378 4.21963321 8.13318846 6.51731507 11.08382002 8.95810142 NA 0.04977015 11.28856142 10.12585641 9.38006554 NA 9.87028673 11.51042076 8.95735079 9.81250609 13.31996773 5.64597251 0.04977015 10.22557029 12.25984752 9.79832112 12.16986576 12.43987786 10.67541777 9.87824208 9.49057815 7.27612068 9.82666828 11.14757643 9.44309936 2.44201457 12.44671496 -0.36531381 4.80459571 6.06093582 6.76738466 12.63173147 12.18541817 10.47229930 10.93120525 8.31883561 11.10871530 9.37163705 10.77403941 9.63654868 -0.95036923 NA 2.04970046 10.35662506 7.88476457 10.27009030 10.09102579 NA 7.65703900 7.93387946 11.63912596 6.36259262 9.05392941 7.73270335 TCGA-A4-8098 73 0 NA 896 kidney stage i t1a nx mx 19-3-2015 male 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 246.42.0 4 2 3 6 4 1 1 1 1 1 0 6 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 1 0 0 0 0 0 0 0 6 0 0 4 0 0 0 0 0 3.086532e-06 1.213805e-06 16.0718894 12.2167099 13.9391215 13.3610849 9.3359376 10.1836893 8.8971760 10.3397928 9.8722947 11.8808252 7.6011765 8.5956592 1.7901465 12.9864843 0.5677401 4.3751090 2.7901465 8.3092203 11.9825072 10.8345398 8.8204186 10.8539259 12.4306488 9.3836702 10.0781878 8.5919696 8.9105687 9.6284492 7.0897460 0.00027728 0.00027728 -0.01413500 0.73170000 -0.00954260 2.26550000 0.04499900 -0.77931000 0.00027728 0.00027728 0.00027728 -0.00166290 -0.80003000 0.72905000 0.73170000 -0.00434740 -0.00434740 -0.00434740 -0.00207840 0.71848000 -0.02342900 -0.02342900 -0.79126000 -0.79126000 0.01936300 0.11374000 0.04499900 -0.71140000 -0.77575000 0.00000000 0.00000000 0.718 0.718 0.000 0.000 0.702 0.702 0.000 -0.791 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.761 0.000 0.000 0.000 0.000 -0.776 0.000 0.000 0.000 0.000 0.000 0.000 0.729 0.729 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.718 0.718 0.000 0.000 0.702 0.702 0.000 -0.791 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.761 0.000 0.000 0.000 0.000 -0.776 0.000 0.000 0.000 0.000 0.000 0.000 0.729 0.729 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.37403430 9.67453427 9.35674334 8.99121939 11.31762261 6.40905483 10.39800431 7.41741880 15.22382421 5.23071795 13.80511258 10.82317527 13.83756172 3.44222695 13.19330986 10.31370762 11.15958718 12.56775320 10.74101397 5.79014646 7.84387772 12.98648428 8.85469606 14.34730158 10.93261745 8.28199863 8.54884464 12.70836998 7.19710953 6.13253777 0.56774013 -0.01727104 8.70217961 7.02170957 10.64234074 10.92236995 11.37403430 NA 12.19832370 10.20377353 11.31594605 10.68106127 NA 10.66666260 3.30471546 5.64100260 9.15521821 9.05156896 10.12999569 6.79374765 7.86237390 8.92090005 4.47464370 10.39800431 7.41324288 11.52267651 9.39430170 5.34034150 1.79014646 10.79697260 9.79255883 9.60025823 10.97360381 8.81092728 7.17754711 8.47063081 9.91869243 10.73558945 9.56116343 13.79275976 7.15986125 10.57150532 -1.01712504 7.87563694 6.79657180 11.61533160 NA 8.78853466 9.44324651 2.79014646 8.85304751 3.98279284 11.01483646 8.59565918 NA -1.01712504 10.41794004 10.82238823 9.97218515 -0.01727104 10.12234205 11.10949521 9.10949507 9.95433432 13.87490657 5.95949893 1.56774013 10.16207783 12.81251345 8.30922031 12.55169687 14.34730158 10.93261745 10.13887384 9.18491451 5.92530638 8.77351376 10.66797752 9.35347812 4.23071795 12.85613869 1.56774013 3.50634805 7.19710953 5.32264205 13.55597752 12.22298576 10.27913336 11.05324713 10.01069677 8.63024928 9.67801907 10.75675412 10.46105476 4.84077037 -0.01727104 1.79014646 10.53016723 7.26620279 10.23795502 8.27280938 -0.01727104 7.43811816 7.66929115 11.62934942 6.18246388 8.72088311 7.68669451 TCGA-A4-8310 58 0 NA 780 kidney stage iii t3a nx mx 19-3-2015 male 2012 NA NA 80 kidney papillary renal cell carcinoma yes 40 NA white not hispanic or latino 246.42.0 2 3 NA NA 3 1 1 2 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.56633e-06 9.016834e-07 16.7138578 12.9426557 13.0684963 14.0969986 3.0395771 10.0130355 7.7620431 9.9773924 8.8572004 11.3734780 7.6899973 8.2747937 2.4546234 14.2068699 0.1326426 1.1327084 8.4318945 11.6586967 11.4692239 9.8529310 9.0244704 10.4472699 12.1501911 9.9074737 11.0879733 8.5335661 9.3924299 9.4957263 5.9215030 -0.0013237 0.0322810 -0.0036508 -0.0179340 0.7284800 0.6224200 -0.1220000 -0.0438730 -0.0013237 0.0322810 -0.0178550 0.0074577 0.0273570 -0.0198880 -0.0179340 0.0000000 0.0000000 -0.0036288 -0.0268510 -0.0282180 -0.0209610 -0.0209610 -0.0186280 -0.0297030 -0.0418380 0.6673400 -0.1220000 -0.1220000 -0.0968360 0.0914450 0.0659630 0.000 0.000 0.000 0.000 0.711 0.711 0.000 0.000 0.000 0.667 0.667 0.622 0.622 -0.786 -0.786 -0.122 -0.122 0.000 0.000 1.355 1.355 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.728 0.728 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.711 0.711 0.000 0.000 0.000 0.667 0.667 0.622 0.622 -0.786 -0.786 -0.122 -0.122 0.000 0.000 1.355 1.355 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.728 0.728 0.000 0.000 0.000 0.000 0.000 0.000 9.206828 9.232034 10.191355 10.175030 10.776994 6.086884 10.283069 7.193382 14.852958 3.454610 13.983850 9.954461 13.053412 3.132692 12.237613 8.413457 10.427307 12.949670 10.546843 3.717649 8.514230 14.206870 9.075201 12.613603 10.197429 6.990668 8.015330 12.855067 6.166109 8.233349 NA NA 8.667962 6.241211 10.0839714 11.4189556 10.8426320 0.7176490 12.0955827 10.8833936 11.3010454 9.6815087 -0.8672258 10.1333909 5.5756300 4.1326838 7.6949289 9.1369071 8.8313912 6.9008704 7.3421405 9.3445749 4.8051118 9.3675041 5.6245396 10.2287429 9.5838977 1.4545971 3.0395771 10.3829850 9.2773448 9.6424617 10.7492355 9.4703085 7.7288763 9.3782394 8.8520753 10.6786164 9.7970007 14.1200395 9.5139593 9.8313913 -0.8672258 7.7931461 6.9335868 10.7001675 0.1326426 8.6325325 9.7819429 7.5463150 9.7455552 5.4902396 10.8537859 8.2747937 0.1326426 NA 10.6537963 10.8640057 10.0130355 -0.8672258 9.7935739 10.9177304 8.7997980 9.0183830 13.4737885 5.5596234 -0.8672258 9.6375057 12.2898757 11.6586967 12.5697885 12.6136031 10.1974294 10.0752011 8.9222204 7.3026115 9.8398732 10.1872909 9.0795930 0.7176490 12.9176282 -0.8672258 4.8875740 6.1661088 3.9906645 12.8730103 12.1623190 11.2897177 11.3791304 8.8775203 10.1818545 9.2747937 10.2041490 9.8331263 NA 0.1326426 NA 10.4708660 6.9762937 11.4934762 9.2346623 NA 7.2773451 8.6464143 11.4091019 5.9906667 7.1213708 6.8051118 TCGA-A4-8311 60 0 NA 729 kidney stage i t1a nx mx 19-3-2015 male 2012 NA NA 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 246.42.0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 1.942087e-06 9.363636e-07 16.414096 11.491526 12.904072 13.216831 7.660146 10.013123 8.322312 10.024965 9.221290 11.635255 9.701107 8.181285 2.312694 13.954735 1.827250 2.312694 7.075184 11.221719 11.543863 10.075184 8.987128 11.216995 13.034515 10.384912 10.578801 8.491170 10.905140 10.147380 8.448400 0.00833510 0.01838300 0.77291000 -0.02671400 0.77984000 0.74347000 -0.03585700 -0.00346270 0.01838300 0.01838300 0.01838300 0.77016000 0.00388540 0.00305220 -0.02671400 -0.00069303 -0.00069303 -0.00189990 -0.00968060 -0.01202400 -0.00041585 -0.00041585 -0.00899060 -0.00899060 -0.01519100 0.75005000 -0.03585700 -0.03585700 -0.05434300 0.16491000 0.17076000 0.000 0.000 0.000 0.000 0.000 0.000 0.757 0.000 0.000 0.758 0.758 0.743 0.743 0.000 0.000 0.000 0.000 0.000 0.000 0.736 0.736 0.762 0.000 0.000 0.000 0.770 0.770 0.000 0.000 0.000 0.000 0.000 0.000 0.780 0.780 0.000 0.000 0.000 0.000 0.165 0.165 0.000 0.000 0.000 0.000 0.000 0.000 0.757 0.000 0.000 0.758 0.758 0.743 0.743 0.000 0.000 0.000 0.000 0.000 0.000 0.736 0.736 0.762 0.000 0.000 0.000 0.770 0.770 0.000 0.000 0.000 0.000 0.000 0.000 0.780 0.780 0.000 0.000 0.000 0.000 0.165 0.165 9.416720 9.578131 10.829509 9.281762 11.143764 2.964768 10.133774 7.488322 13.438742 2.675251 13.260320 10.364863 14.138607 2.964768 12.898317 8.116353 10.357858 13.398725 9.695153 4.714784 9.538751 13.954735 9.519349 11.738049 10.626214 7.387972 8.717217 12.688654 6.044488 7.944121 1.505332 1.090311 10.471113 7.082757 9.2850477 11.7999491 11.5680492 1.0903115 12.3875893 10.8317579 10.0751840 10.4904587 1.5053320 10.6086162 6.4122192 5.2057678 9.1346851 9.0694780 8.5687234 4.2057678 7.5660243 9.0827571 3.6752514 9.9062079 5.9482714 10.3718346 9.0808676 1.8272500 5.6752542 10.9673194 10.0968507 9.6268620 10.9258150 10.6595136 7.4301406 9.6033604 8.5741068 11.1961994 9.3334649 14.6298940 8.6631553 10.2718573 NA 7.8477589 6.1918291 10.1043114 1.5053320 8.8204780 9.7257067 4.9971795 8.7791241 4.7532569 11.1657700 8.1812855 0.5052812 3.4122125 9.5373741 10.4876089 9.7603570 -0.4947188 10.2357985 12.1218772 8.6138528 8.9125963 13.2640721 7.6312586 0.5052812 10.0131230 11.6239451 11.2217192 12.2311207 11.7380491 10.6262142 10.1355955 8.9830865 6.9971817 9.6116689 10.3159000 9.2281359 2.3126942 12.7959233 1.5053320 2.6752514 6.0444881 5.0599176 12.7515286 11.4170948 9.9503433 10.7407444 8.3539513 10.3021792 9.9472351 10.4587973 10.5025078 2.5053320 0.5052812 NA 10.4122190 7.2402409 11.7559939 9.3833792 1.5053320 6.8540568 8.3126833 11.9482719 7.0902914 8.4122188 7.4182178 TCGA-A4-8312 60 0 NA 708 kidney stage i t1 nx mx 19-3-2015 male 2012 NA NA 90 kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 246.42.0 1 1 NA NA 4 3 3 4 2 2 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.213805e-06 3.814814e-07 16.0920371 10.6447512 12.7162358 16.7609083 7.0742036 9.7912902 8.2458146 10.8281528 7.8995243 11.7447413 8.0476627 8.6524004 5.1288378 11.8839063 -0.0805455 0.9193782 2.3788168 10.1702755 12.6766208 10.3566169 9.3612918 10.4782840 12.3195973 10.0518847 10.7307597 7.8560227 9.0640432 8.7897498 7.8802557 -0.00074124 0.00000000 0.00069327 -0.00124730 0.00152550 -0.00193990 0.00013863 0.00624810 0.00000000 0.00000000 0.00000000 -0.00014349 0.00110930 -0.00124730 -0.00124730 0.00249690 0.00249690 -0.00353310 -0.00180140 0.00277450 -0.00083160 -0.00083160 0.00152550 0.00152550 0.00194180 -0.00277070 0.00013863 0.00013863 -0.00193990 0.00708260 0.00708260 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.380864 9.237928 8.827777 10.871762 10.421222 2.241322 10.906649 6.963779 15.370548 4.700745 13.228293 10.541894 13.522142 5.764874 13.201677 10.060854 9.797436 12.738466 12.162410 4.534093 7.133704 11.883906 9.131273 12.669359 10.586497 9.132489 8.051242 12.983370 4.345652 9.803555 NA NA 10.472054 7.214005 10.8887715 11.6183066 11.7419558 -0.0805455 12.2362322 11.1334005 10.8486434 9.5514714 -1.0806981 10.4222168 1.9193782 4.4739752 9.2001559 9.5784889 9.4517409 4.3456518 6.9637793 9.7023831 4.5632436 9.2185930 7.2857074 10.0874302 10.5537423 0.5043662 3.0068545 10.6738550 9.8322744 8.7585887 10.8761241 10.2122818 6.5192981 7.9881632 9.2736343 10.5816083 8.6215578 13.9387585 4.7004841 10.1439896 NA 7.4947732 7.1908479 10.6595874 0.5043662 9.0422129 9.8793869 5.7267386 9.7672254 4.5918110 10.8728539 8.6524004 NA 6.8618996 8.3138476 11.3271838 9.9023786 0.5043662 9.8157174 11.0653171 8.9375851 9.0081731 13.4797178 5.2554894 0.5043662 10.3890268 12.4455174 10.1702755 12.2826984 12.6693591 10.5864965 10.4370544 8.6319119 8.0716699 9.7382387 10.6045718 9.2424398 -1.0806981 13.3222638 9.6991043 5.9193854 4.3456518 4.3788168 13.1165617 12.4024450 11.4797178 12.0860188 10.3788166 10.7570129 10.4887659 10.3487917 9.3981545 -1.0806981 7.1625585 NA 10.4478391 8.0891846 10.6454115 9.7210934 0.5043662 6.5847205 8.7105478 11.0681793 7.1720504 10.5281018 7.7459338 TCGA-A4-8515 47 0 NA 709 kidney stage i t1a nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA american indian or alaska native not hispanic or latino 246.42.0 2 3 NA NA 2 2 2 3 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.872727e-06 6.589225e-07 16.648622 12.056848 11.245035 14.315200 12.493272 9.803330 7.415312 10.492891 8.603725 11.642413 9.084491 8.599479 2.415299 14.727831 -1.392137 1.192889 2.308390 11.294677 11.322250 10.331618 9.158704 10.740778 12.410979 10.458926 10.948642 8.133478 9.652352 9.115752 6.338733 0.01345500 0.01345500 0.83787000 0.00343150 0.84706000 0.78615000 -0.04946100 -0.00723280 0.01345500 0.01345500 0.01345500 -0.01082100 0.00398710 -0.03320800 0.00343150 -0.00211550 -0.00211550 -0.00211550 -0.00640380 -0.01109700 0.00079478 0.00079478 0.00315380 -0.00234510 -0.01164800 0.80962000 -0.04946100 -0.04946100 -0.05769000 0.11693000 0.09404400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.810 0.810 0.786 0.786 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.831 0.000 0.000 0.000 0.000 0.838 0.000 0.000 0.000 0.000 0.000 0.000 0.847 0.847 0.000 0.000 0.000 0.000 0.117 0.117 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.810 0.810 0.786 0.786 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.831 0.000 0.000 0.000 0.000 0.838 0.000 0.000 0.000 0.000 0.000 0.000 0.847 0.847 0.000 0.000 0.000 0.000 0.117 0.117 9.404808 9.517850 10.715174 10.576984 11.087485 5.050902 10.314022 7.402373 14.089473 3.415312 13.626245 10.356150 13.449571 3.817408 12.285787 9.305794 10.187273 13.309426 9.378621 2.777872 9.439265 14.727831 9.764041 12.207870 10.539434 7.119710 8.972092 12.947112 5.846363 8.451878 NA -1.392137 9.220826 7.095798 10.2157501 11.2567644 11.5409103 -1.3921371 12.5922869 10.8544011 10.4955589 10.3590830 NA 10.7082912 6.6578058 3.0673806 7.3118609 8.8331649 7.9786447 5.1778142 7.5563244 8.8463620 2.5148545 9.6406920 7.4597062 10.7943812 9.1187215 0.6079576 3.1929201 10.4499148 9.4557978 10.1246423 11.0391938 10.0173484 7.0632851 8.3958601 8.3843905 10.8259151 9.5621537 15.1625463 8.0360032 10.3027505 -1.3921371 7.9211804 6.5852375 9.9083099 NA 8.8979761 9.8968234 5.0998086 9.1661294 5.1625444 10.8064024 8.5994792 1.4153260 -0.3921371 10.2992647 10.5795009 10.1073051 NA 9.9455793 11.4335125 9.0373641 9.0643119 13.8494565 5.9532303 -0.3921371 9.9168652 12.3757281 11.2946767 12.6045192 12.2078703 10.5394337 10.1868017 9.1206980 7.7190931 9.4915858 10.4124918 9.0152252 -1.3921371 12.9960420 0.6079576 2.1929201 5.8463629 5.5386934 12.7452023 11.7391713 10.8788367 11.1716304 8.2786135 10.9031523 9.3843905 10.3350270 9.9835399 NA 3.5148418 NA 9.9867942 7.4449544 9.8525056 9.7532527 NA 6.8271254 9.1863302 11.0534896 7.2979553 7.6303254 7.3290563 TCGA-A4-8516 62 0 NA 23 kidney stage iii t3a nx mx 19-3-2015 male 2012 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 246.42.0 1 3 2 4 3 2 1 2 2 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 16.556205 11.658728 11.470363 14.442713 12.106858 9.579897 7.448167 10.433178 10.563644 11.890039 9.147608 8.325683 1.173895 13.499154 NA -1.148161 4.436941 10.826750 11.283206 10.288168 9.263488 11.127229 12.355306 10.450495 11.123732 8.534972 10.461156 9.453748 7.527687 0.0068917 0.0034113 -0.0456350 0.7796400 0.9475200 0.8231400 -0.0157410 -0.0083005 0.0068917 0.0068917 0.0034113 0.7638900 -0.0215100 0.8760600 0.7796400 -0.0183530 -0.0183530 -0.0208820 -0.0056757 -0.0143660 -0.0060734 -0.0060734 0.0079978 -0.0067813 0.0019418 0.8009200 -0.0157410 -0.0183370 -0.0018014 0.1748300 0.0982110 0.000 0.000 0.000 0.000 0.776 0.776 0.000 0.000 0.000 0.801 0.801 0.790 0.790 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.860 0.000 0.000 0.000 0.764 0.764 0.000 0.000 0.780 0.780 0.000 0.000 0.948 0.948 0.000 0.000 0.000 0.000 0.175 0.175 0.000 0.000 0.000 0.000 0.776 0.776 0.000 0.000 0.000 0.801 0.801 0.790 0.790 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.860 0.000 0.000 0.000 0.764 0.764 0.000 0.000 0.780 0.780 0.000 0.000 0.948 0.948 0.000 0.000 0.000 0.000 0.175 0.175 9.656108 9.256054 9.229187 9.201811 10.714614 2.758857 10.337303 7.779755 15.647814 3.606869 13.282822 9.939440 13.880056 3.436935 12.137235 6.981260 10.413742 13.364841 9.844915 4.137381 7.227016 13.499154 8.630054 12.954035 10.533215 7.090381 8.317543 12.588485 6.080796 8.964417 NA NA 9.922098 7.668961 9.9760984 11.2671906 11.1654270 4.0999011 12.0283060 10.6569147 10.2866052 10.1379571 -1.1481610 10.2860840 5.9812590 4.6593309 10.5244023 9.5021313 10.3383093 5.8046602 7.5173127 9.1523295 3.9812590 9.5199755 6.9605013 10.0479643 9.7581161 -0.1480012 3.7099633 10.5541497 9.5101886 10.3848199 10.9760983 9.5841444 6.1918271 8.7974209 8.7753044 10.5955492 9.0190942 15.3263326 6.9365202 9.8632043 NA 8.0439984 7.4294059 10.0368523 0.4369081 8.7254211 9.6300541 3.7099633 9.2634880 7.0903813 10.6701597 8.3256828 2.9394335 2.0219061 11.2758808 11.0498080 10.1193489 -1.1481610 9.5039257 11.2065019 8.1511850 8.7588675 13.1308620 5.7472800 6.0017234 9.8840227 12.6079078 10.8267501 12.3882242 12.9540347 10.5332154 10.3342808 8.5713659 6.9072596 9.1733978 10.2318969 8.9657191 -1.1481610 12.6924599 -0.1480012 4.4666858 6.0807962 4.0614306 13.1143237 12.1990447 11.0614304 11.4673767 8.5747846 10.2839969 9.9825476 10.0262786 9.9440735 -1.1481610 2.6593309 NA 10.1795297 8.2637636 10.6746912 9.1419960 NA 7.5349713 8.2613681 11.2977679 7.1187636 7.9526393 7.7528436 TCGA-A4-8517 71 0 NA 597 kidney stage i t1a nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 246.42.0 2 3 1 6 3 1 2 3 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.942087e-06 9.363636e-07 16.91905934 11.76607499 12.24978237 14.38883556 9.48978696 9.76840121 7.82462722 10.32677675 8.28297441 11.36032027 7.90995607 8.55860898 2.71312390 14.10005909 -1.09418702 -0.09418702 3.60620531 11.15606234 11.27172271 10.23724080 9.40161895 10.64807333 12.14700231 10.42736439 10.78726030 8.56575976 9.42146380 9.82462722 5.96527175 0.00379050 0.00379050 0.02665400 -0.01464100 0.84652000 0.74214000 -0.11716000 -0.02456800 0.00379050 0.00379050 -0.01326400 -0.00553750 0.00694350 0.00013863 -0.01464100 0.00000000 0.00000000 0.00000000 -0.01519100 -0.03272300 -0.02644100 -0.02644100 -0.02205800 -0.02205800 -0.04482200 0.78524000 -0.11716000 -0.10640000 -0.10334000 0.11433000 0.04032600 0.000 0.000 0.000 0.000 0.786 0.786 0.000 0.000 0.000 0.760 0.760 0.742 0.742 0.000 0.000 0.000 0.000 0.000 0.000 0.776 0.776 0.000 -0.103 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.845 0.845 0.000 0.000 0.000 0.000 0.114 0.114 0.000 0.000 0.000 0.000 0.786 0.786 0.000 0.000 0.000 0.760 0.760 0.742 0.742 0.000 0.000 0.000 0.000 0.000 0.000 0.776 0.776 0.000 -0.103 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.845 0.845 0.000 0.000 0.000 0.000 0.114 0.114 9.360063 9.451694 9.315155 10.064374 10.826861 4.520473 10.492135 6.987913 14.954102 3.429321 13.646230 9.619151 13.443043 2.812663 12.528845 7.748114 10.642166 13.465022 10.207260 3.606205 7.677253 14.100059 9.080690 11.878385 10.311969 7.361091 8.373369 12.808327 5.075691 8.640473 NA -1.094187 8.321506 7.070671 10.07568892 11.78745148 11.26359081 -0.09418702 12.04563501 11.17342848 10.42932587 9.74102484 NA 10.01755172 3.85995961 3.76374087 9.10788765 9.57553490 9.50008857 4.81265224 7.48319262 9.07819138 3.54961989 9.71392362 5.72594288 10.23891926 10.02470503 2.36518860 4.03504320 10.90646817 9.54148212 9.65227818 10.72354704 9.73627914 7.26770807 8.03246841 9.03890610 10.71432598 9.48319283 15.24097980 8.19315324 9.95629280 NA 7.61928828 7.25891083 9.96443213 0.90573598 9.33517058 9.66065147 4.49072415 9.74496768 6.37336981 10.92570211 8.55860898 1.22767947 -0.09418702 11.83465236 10.63962669 10.13458265 NA 9.92048193 11.39410621 8.62515284 9.30450762 13.39165612 4.06684694 -0.09418702 10.05741480 12.57254271 11.15606234 12.11871622 11.87838479 10.31196896 9.88518905 9.12250966 7.90294364 9.21304442 10.23724080 8.78074513 1.71312390 12.71070161 1.49072415 6.20038468 5.07569093 5.24561355 12.95969065 12.05280980 11.15961140 11.50102143 8.63877908 10.42736439 9.49728622 10.29647026 10.00642623 -0.09418702 1.90577448 NA 10.33517070 7.49455322 10.38134027 9.09682319 -1.09418702 7.22769199 8.39761688 11.21296474 7.26770807 8.67229274 7.22769199 TCGA-A4-8518 48 0 NA 600 kidney stage i t1a nx mx 19-3-2015 male 2012 NA yes 80 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 246.42.0 3 1 NA NA 3 1 1 1 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 4 0 0 0 0 0 0 0 0 0 0 2.392929e-06 7.629629e-07 16.2392624 13.3212876 10.6728173 14.8998451 12.6893570 9.9338340 7.8918359 9.9941404 9.6914485 11.1881767 6.6053284 7.9247193 3.7749768 12.3459661 -0.5468776 -0.5468776 4.3599358 11.1835139 10.7922703 9.9083710 8.9186101 10.5318618 11.5913156 9.5537061 10.7268394 8.3203227 8.4388858 9.6746310 6.5038718 0.01000600 0.01000600 0.41379000 0.00000000 -0.00968060 0.38535000 -0.02862800 -0.01427500 0.01000600 0.01000600 0.00901360 0.41379000 0.00083195 0.00000000 0.00000000 -0.00526100 -0.00180140 -0.00180140 -0.00277070 -0.00981850 -0.00207840 -0.00207840 -0.00249380 -0.00249380 -0.00622860 0.38998000 -0.02862800 -0.02862800 -0.01725400 0.09579800 0.09579800 0.000 0.000 0.000 0.000 0.374 0.374 0.413 0.000 0.000 0.390 0.390 0.385 0.385 0.000 0.000 0.000 0.000 0.000 0.000 0.385 0.385 0.000 0.000 0.000 0.000 0.414 0.414 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.374 0.374 0.413 0.000 0.000 0.390 0.390 0.385 0.385 0.000 0.000 0.000 0.000 0.000 0.000 0.385 0.385 0.000 0.000 0.000 0.000 0.414 0.414 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.918610 9.710432 10.383042 10.868257 9.959847 3.453043 10.306353 7.285934 14.559975 5.383780 14.205843 11.536523 12.729168 4.540505 13.053538 10.101401 10.270027 12.498462 9.292248 5.207932 8.234404 12.345966 8.887672 12.322638 10.021950 8.733815 8.605329 13.088989 4.944896 7.551076 NA NA 6.836748 5.774972 10.0659123 11.4632222 11.5865072 1.7749662 12.4353244 10.2012366 11.1254691 9.1672894 1.0380147 9.6116536 2.9124774 4.4530434 8.1638504 8.0640685 8.2245333 4.2980351 6.5510761 9.1792620 5.0677549 9.3778562 5.7384463 10.4431478 9.8367482 5.3110235 5.0968985 10.4642711 8.9941404 9.4288917 10.3524008 9.0695926 6.4417291 8.1877534 7.8959872 10.4338974 9.2700276 13.7402512 6.4212502 9.4974379 NA 7.7568245 7.1183795 11.0964491 NA 9.0987022 9.6842651 6.6624975 9.6878612 6.1672897 10.6938351 7.9247193 0.4530171 NA 11.1792620 11.0700520 10.0342445 -0.5468776 9.6758387 10.3704159 8.2732226 9.0750956 13.6779499 4.4458128 4.0380059 9.7057093 12.6770455 11.1835139 12.2720253 12.3226377 10.0219499 10.1586762 8.7928937 8.0455009 9.3721307 9.7419098 8.3539108 4.6229713 13.2987299 1.4530698 3.6229655 4.9448959 4.2079319 13.0250761 12.2364514 12.0944183 12.1947215 7.7704564 10.1005023 9.6403959 10.0389453 9.0878548 2.4530434 2.9124774 NA 10.8661428 7.3456776 11.1776131 7.5823272 NA 6.7476640 8.8624347 10.7110208 5.6818624 6.7384463 6.5823272 TCGA-A4-8630 59 0 NA 436 kidney stage i t1b nx mx 19-3-2015 female 2012 NA NA 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 246.42.0 3 3 2 4 2 2 2 2 2 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.046128e-06 8.670033e-07 16.2080189 11.0963078 13.1297036 14.6026219 9.3493480 9.9973202 7.7486585 10.3557743 9.6475275 11.2621151 9.0066380 8.5564122 1.5420104 13.9166832 0.3196179 3.6415345 2.3195890 11.2916231 11.7542288 10.6738500 9.3438169 11.3338536 12.5660443 10.3838943 10.9073782 8.1567030 9.7332286 9.1899654 7.6779733 0.0081959 0.0081959 0.7434700 -0.0160170 0.7389100 0.7422000 0.0068044 0.0000000 0.0081959 0.0081959 0.0410340 0.7463200 -0.0202920 -0.0160170 -0.0160170 -0.0107840 -0.0147780 -0.0232620 -0.0041546 -0.0245240 -0.0120240 -0.0120240 -0.0071958 -0.0071958 0.0052749 0.7465100 0.0068044 0.0068044 -0.0167040 0.1613800 0.1784500 0.000 0.000 0.000 0.000 0.000 0.000 0.739 0.000 0.000 0.747 0.747 0.750 0.750 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.746 0.746 0.000 0.000 0.000 0.000 0.000 0.000 0.739 0.739 0.750 0.750 0.000 0.000 0.178 0.178 0.000 0.000 0.000 0.000 0.000 0.000 0.739 0.000 0.000 0.747 0.747 0.750 0.750 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.746 0.746 0.000 0.000 0.000 0.000 0.000 0.000 0.739 0.739 0.750 0.750 0.000 0.000 0.178 0.178 9.713349 9.125882 10.098225 10.335016 11.250092 3.688829 10.545611 7.465957 13.412138 1.056584 13.745560 9.391956 13.765133 3.592624 12.701954 8.464259 10.548419 13.191698 10.360803 3.904561 8.894509 13.916683 9.670540 11.915480 10.697534 6.968258 8.768061 13.027319 4.056566 8.462559 1.542010 -1.265345 8.669803 7.198162 9.4088303 11.5842387 11.3165448 0.3196179 12.5642618 10.9238450 10.0154089 10.6953641 NA 10.8548760 6.4761046 4.9045612 8.6931907 9.2978343 7.4591521 4.0565662 7.3566896 8.4211387 4.2582023 10.0916402 5.0200399 10.3210088 9.4642588 2.0565835 3.6415345 10.8923009 9.6362594 9.5871677 10.8447951 9.9151689 6.5988237 9.4316056 7.9318550 10.8600516 9.3621172 14.7609670 6.9695039 10.3870349 NA 8.0072914 5.7790312 10.8703474 -1.2653446 8.9538065 9.7535337 4.4895237 9.2324900 4.4625563 10.9266226 8.5564122 -1.2653446 3.1269563 9.9772168 10.3649053 9.7040247 -1.2653446 9.9664593 11.2171940 8.8141229 8.8392369 13.4952021 5.9909889 2.9045612 10.1123909 12.5621793 11.2916231 12.4256182 11.9154797 10.6975342 10.1472080 9.0689115 7.8457735 9.3952580 10.2911442 9.1397795 1.0565835 12.9551676 -0.2653446 3.3784978 4.0565662 5.3044928 12.4830312 11.7673727 10.7628895 11.2362266 8.7721852 10.6520102 9.5785591 10.5110712 9.9495643 -1.2653446 1.5420104 NA 10.3484276 7.5243999 11.0051291 9.6482756 -1.2653446 6.1609020 8.1118488 11.4672295 7.0475209 8.5691090 7.1226551 TCGA-A4-A48D 84 0 NA 379 kidney stage i t1b nx mx 19-3-2015 male 2012 NA NA NA kidney papillary renal cell carcinoma yes 20 1975 black or african american not hispanic or latino 266.43.0 1 1 NA NA 3 1 1 2 NA NA 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 7 0 1 0 0 0 0 0 0 0 0 0 0 3.051852e-06 1.109764e-06 17.148303 11.743550 13.253618 14.081733 12.562563 9.241419 7.731319 9.858431 8.887782 11.371418 7.505603 6.203283 1.980903 12.136342 NA 3.096363 4.096372 11.230400 11.198744 10.061265 8.650957 9.775307 11.868112 9.687099 10.736891 7.096368 9.180564 10.441688 7.308699 7.8790e-03 7.4615e-03 4.8264e-01 4.9938e-01 -3.6394e-03 8.9927e-03 1.0824e-02 9.1320e-03 7.4615e-03 7.4615e-03 7.4615e-03 4.7801e-01 -1.2845e-02 4.9938e-01 4.9938e-01 -7.0958e-03 -7.0958e-03 -7.0958e-03 -3.1559e-04 -5.5757e-03 -3.1559e-04 -3.1559e-04 -3.8354e-05 5.9315e-03 2.1809e-03 9.3624e-01 1.0824e-02 1.3175e-02 -8.7528e-03 1.0333e-01 1.0931e-01 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.936 0.936 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.478 0.478 0.000 0.000 0.499 0.499 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.103 0.103 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.936 0.936 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.478 0.478 0.000 0.000 0.499 0.499 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.103 0.103 8.8388721 10.0115583 10.8269039 10.4210682 8.6247472 1.9809027 9.6732161 7.0894155 16.5857146 4.3501224 13.1846470 9.3296194 13.0357216 4.0397876 13.2415579 10.1127481 9.7257250 12.5177859 9.2382791 5.8716613 7.4939611 12.1363419 7.8471401 12.6997094 10.2192960 8.2000595 7.8716619 12.5507468 1.7178683 6.8877823 0.9809027 NA 6.5456765 5.5857528 9.9995550 11.8282096 11.8047891 4.7534815 12.2202908 10.0505647 11.1187362 9.3945191 NA 8.9695759 3.5658530 5.2785721 9.1390801 9.0451849 8.6150973 3.7178573 6.5354807 9.1789270 5.2785721 9.3340379 7.7578727 10.7490755 9.1887189 4.2539061 5.9958418 11.0915919 9.2816250 8.0718855 10.4814012 8.9389606 6.2414188 7.2351325 8.6766994 9.6962813 9.4015532 14.7010285 6.1388779 9.6223409 NA 7.9006284 8.4182966 11.9745372 -0.6040598 9.1524849 9.6662240 4.2032873 9.0581341 9.3472134 10.5155183 6.2032834 NA 4.6813312 11.9679183 11.3544814 10.7595159 NA 9.5444052 10.7178567 7.9808913 8.1968288 13.8007376 4.5730473 1.9809027 9.7860976 13.2018740 11.2303997 12.2950968 12.6997094 10.2192960 10.2296094 8.5658538 6.7709678 10.2635318 8.8716623 8.5380356 3.3028162 13.4960982 1.7178683 -0.6040598 1.7178683 3.0963631 13.2203903 12.1466357 11.3803471 11.4447561 8.9524346 9.8169416 10.1110327 9.3310936 9.2351325 0.9809027 5.0106366 NA 11.0670274 7.7833001 11.2288147 6.3384440 -0.6040598 8.4375877 9.9253592 10.4071559 5.9958418 7.3902825 7.1508166 TCGA-A4-A4ZT 71 0 NA 516 kidney stage i t1b nx mx 19-3-2015 female 2012 NA NA 90 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 281.43.0 3 3 NA NA 2 2 2 3 NA NA 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.525926e-06 3.468013e-07 16.5941940 10.8508443 12.0969821 14.3379785 12.3552330 10.0598069 7.8231131 10.9436919 9.9078934 11.5162330 8.7407758 9.3354064 3.7126838 14.4956871 NA 0.2532632 2.7126838 11.0557737 11.9006123 10.4030044 9.2305371 11.2208438 13.0222686 10.3374012 10.7436068 8.4675762 10.2348246 9.5363457 6.4030052 0.71095000 0.71095000 0.75223000 -0.01993300 1.41410000 0.76830000 -0.00069303 -0.00443120 0.71095000 0.71095000 0.71095000 0.75223000 -0.01601700 -0.01993300 -0.01993300 -0.02342900 -0.02342900 -0.02342900 0.00124810 -0.00691950 -0.01298900 -0.01298900 -0.01586700 0.00082098 -0.00087818 0.78914000 -0.00069303 -0.00069303 0.00903120 0.20779000 0.22237000 0.000 0.000 0.000 0.000 0.755 0.755 0.000 0.000 0.000 0.789 0.789 0.768 0.768 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.785 0.000 0.711 0.711 0.752 0.752 0.000 0.000 0.000 0.000 0.000 0.000 1.543 1.414 0.000 0.000 0.000 0.000 0.208 0.208 0.000 0.000 0.000 0.000 0.755 0.755 0.000 0.000 0.000 0.789 0.789 0.768 0.768 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.785 0.000 0.711 0.711 0.752 0.752 0.000 0.000 0.000 0.000 0.000 0.000 1.543 1.414 0.000 0.000 0.000 0.000 0.208 0.208 9.3915291 9.0263965 9.6930882 9.7106382 10.9722182 2.0606008 10.2574778 6.9536971 14.6531360 4.0081462 13.5473036 10.6509319 13.4921844 5.0081462 12.1519777 8.1236222 10.3760853 13.2102686 9.9052059 5.9397579 8.5501734 14.4956871 9.3915291 11.5777191 10.2832346 9.1313083 8.5774379 12.7982217 5.5931087 8.6647683 -0.7468578 NA 10.4820759 6.9327368 10.1987011 11.6415437 11.4387522 0.8381854 12.3793164 10.7669849 10.7008571 10.2721529 0.2532632 10.4150191 6.6195788 6.4030052 9.8020791 9.4820760 9.4055421 2.4231748 8.0798058 8.6086082 5.2305374 9.6930882 5.9397579 10.0255719 9.3734951 3.7768199 6.9327368 10.6837099 9.6391196 9.7380801 10.8661257 10.1104607 7.8789662 9.5931072 9.0329766 11.3578560 9.1267014 14.7968933 5.2178860 10.7421016 NA 7.8472459 7.3928085 9.7511092 1.5751671 8.9760649 9.4844785 7.6108093 9.3098949 7.1112379 11.4793684 9.3354064 2.4231748 6.8605879 9.7320270 10.6821408 10.0378921 NA 9.7279773 11.2966264 8.8587367 9.3656967 13.0510201 5.9275196 2.5751913 10.8628977 12.0499053 11.0557737 12.0965895 11.5777191 10.2832346 9.8494470 8.5684069 7.2419422 9.3306205 10.2319678 8.8568836 1.8382257 12.9740359 4.0081462 6.1839946 5.5931087 5.8826137 12.5743130 11.6886671 10.5212144 11.1987011 9.0750312 10.5558962 9.8457143 10.2476107 10.0750313 NA 0.2532632 NA 10.2175981 7.9801567 10.9275113 9.2175981 0.8381854 7.4381323 8.3617820 11.8159767 7.0987469 7.2756254 7.9221425 TCGA-A4-A57E 59 1 258 0 kidney stage iv t2a n0 m1 19-3-2015 male 2011 NA NA 90 kidney papillary renal cell carcinoma yes 50 1968 white not hispanic or latino 281.43.0 4 2 2 4 4 1 1 2 1 2 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 2.323569e-06 7.629629e-07 16.1060715 12.5702492 7.7579660 14.4249579 10.8083689 10.3072148 7.9926472 9.4076850 9.9017390 11.6480576 7.0710901 7.9326825 6.2322425 12.7351090 NA 0.9592508 4.5441886 10.8161686 11.1282349 10.0885075 9.1848334 9.4893055 12.8307447 9.8499954 10.8736096 8.6387045 10.3854892 10.0807580 7.2342934 -0.7666200 0.8685500 0.0397940 0.8239700 0.8048500 0.6995600 -0.0998370 -0.0418070 -0.7666200 0.8685500 0.7454100 -0.7861200 -0.7788000 0.8107600 0.8239700 0.0358390 0.0358390 0.0358390 -1.2929000 0.0026678 0.8089300 0.7465500 -0.0063348 -0.0063348 -0.0158470 0.7326900 -0.0998370 -0.0998370 -0.0683640 -0.0403130 -0.0403130 0.000 0.000 0.747 0.747 0.000 0.000 0.000 0.000 0.000 0.733 0.733 -0.132 0.700 -0.777 -0.777 0.000 0.000 0.000 0.000 0.000 0.000 -0.795 0.000 0.034 0.800 -0.786 0.000 0.000 -0.776 0.824 0.824 0.000 0.000 0.798 0.798 0.000 0.000 -0.761 0.000 0.000 0.000 0.000 0.000 0.747 0.747 0.000 0.000 0.000 0.000 0.000 0.733 0.733 -0.132 0.700 -0.777 -0.777 0.000 0.000 0.000 0.000 0.000 0.000 -0.795 0.000 0.034 0.800 -0.786 0.000 0.000 -0.776 0.824 0.824 0.000 0.000 0.798 0.798 0.000 0.000 -0.761 0.000 0.000 0.000 9.2961029 10.2878993 9.0072572 8.9384114 9.8948807 5.6410489 10.5982636 8.4906058 13.5281306 3.8978213 13.5786038 11.9869001 12.8281756 5.3966288 12.8199235 7.0181178 10.6054831 12.7250630 9.1703017 2.6961942 7.2446264 12.7351090 7.8377862 14.3165932 10.3826906 9.5086883 7.4403509 12.6561920 5.2811530 5.3284595 NA 0.3742883 9.8790810 6.7051789 9.1424464 11.8393181 11.0284504 0.9592508 12.0092998 10.3987091 12.0893660 10.5297126 NA 9.3601039 6.6503869 6.0607629 9.1751618 9.8580777 9.8530316 8.2166125 6.8254727 8.5910076 2.5441886 9.4932030 5.6221895 10.5189201 10.6602421 0.9592508 0.9592508 10.2983322 9.7525568 10.5812763 11.1739483 9.6090794 8.0502187 7.9999707 8.9153587 9.9056433 9.4603981 13.6600254 9.1496089 8.8005266 -0.6257117 8.5492625 7.2197523 11.9650829 NA 8.7318139 9.9393640 4.8336947 9.2871514 4.6221866 10.8469528 7.9326825 -0.6257117 5.4617250 12.2649062 11.7552640 10.6619743 -0.6257117 9.0449181 10.6786133 8.0816208 8.6054832 13.1989224 3.9877938 2.1816115 8.7362057 12.4366454 10.8161686 13.0304633 14.3165932 10.3826906 10.1283143 8.6316496 7.7449495 9.8013338 10.3586804 9.0833458 1.6961719 13.2387383 3.6221924 0.9592508 5.2811530 2.5441886 14.2728704 12.6838804 10.8656140 12.0223948 8.5861504 10.3138411 9.9278913 9.5112530 10.4590703 -0.6257117 3.7665846 4.2811493 10.8968435 8.8103904 11.9602948 9.1735435 0.3742883 6.9365049 9.4227487 11.1021824 7.3629467 7.2990743 7.0747013 TCGA-A4-A5DU 45 0 NA 496 kidney stage i t1a nx mx 19-3-2015 female 2012 NA yes 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 299.44.0 4 3 NA NA 2 2 2 3 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 4 0 0 0 0 0 0 0 0 0 1.144444e-06 4.508417e-07 16.5097606 12.1483848 11.1769727 13.7558531 9.9000748 9.6334018 7.8781043 10.4187304 11.0307070 10.6849321 9.4995005 8.2783068 0.8520788 13.7927839 NA 1.8520388 4.1739669 11.7213789 11.4999982 10.0311218 9.0904470 10.7001433 13.2720900 10.9670858 10.6185711 9.1266144 11.1231160 9.5685758 7.2949855 0.93549000 0.93305000 0.99562000 -0.02862800 2.04990000 0.99877000 2.43640000 -0.02233200 0.92651000 0.93305000 0.91988000 1.00220000 0.00610900 0.00166420 -0.02862800 -0.01752900 -0.01752900 -0.01752900 0.00097064 -0.01574100 -0.01477800 -0.01477800 -0.03197500 -0.01001500 0.00277450 1.02160000 -0.04346600 -0.01546600 -0.01395300 0.29262000 0.30266000 0.000 0.000 0.000 0.000 0.985 0.985 0.000 0.000 0.000 0.994 0.994 0.991 0.991 0.000 0.000 0.000 0.000 0.000 0.000 1.008 1.008 -0.970 0.000 0.935 0.935 1.002 1.002 0.000 0.000 0.000 0.000 0.000 0.000 2.069 2.069 0.000 0.000 0.000 0.000 0.293 0.293 0.000 0.000 0.000 0.000 0.985 0.985 0.000 0.000 0.000 0.994 0.994 0.991 0.991 0.000 0.000 0.000 0.000 0.000 0.000 1.008 1.008 -0.970 0.000 0.935 0.935 1.002 1.002 0.000 0.000 0.000 0.000 0.000 0.000 2.069 2.069 0.000 0.000 0.000 0.000 0.293 0.293 8.4934916 9.4618365 9.5244675 9.2614330 10.6459163 3.6593994 9.8539194 7.3860211 14.6797487 3.1739749 12.6438833 9.8302759 13.4680548 4.0744369 12.4868350 7.7428133 10.3324957 13.8846045 9.6593971 4.6593994 7.4618363 13.7927839 7.6158076 11.7159703 10.0360909 7.4319864 7.5708606 11.8042980 5.9535795 8.6849320 -0.7328837 0.2671163 10.2970569 7.2783073 9.7748742 11.5341589 11.4165092 NA 11.4282115 10.3250713 10.5332806 10.3135216 1.5889964 9.7069105 7.3808221 5.7265125 9.6807076 8.8762585 8.7100232 5.3331697 7.9430364 9.2557644 5.4569047 9.3250713 7.1250611 10.0102310 9.6933444 0.8520788 6.4066302 10.5923851 9.4704277 9.3703675 10.5935091 10.0582425 6.9252909 9.7285591 8.4958982 11.6631492 8.8293219 14.4165092 7.9054791 10.5472704 NA 7.8017717 6.8595373 9.1235051 0.2671163 7.9430364 9.1512502 5.0744326 8.6002348 5.4569047 10.9518282 8.2783068 NA NA 10.6152545 11.0586495 10.2328639 NA 9.4655246 11.7037912 8.1649250 8.9055155 12.7977298 6.6893970 4.6593994 10.0928335 11.5722864 11.7213789 12.0975948 11.7159703 10.0360909 9.6058160 7.2614330 6.8139735 9.2687411 9.4704277 8.6421192 0.8520788 12.6193990 -0.7328837 0.2671163 5.9535795 4.4765307 13.2367180 12.3075406 10.2088608 11.2092276 8.4469886 10.1543003 9.8937012 9.7377385 10.5274111 NA NA NA 10.1709614 8.1098698 11.9011465 8.5432039 -0.7328837 6.9950005 8.0517147 12.0924360 7.1497227 7.5979967 8.2698948 TCGA-A4-A5XZ 65 0 NA 479 kidney stage ii t2a nx mx 19-3-2015 female 2012 NA NA 80 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 325.39.0 4 3 NA NA 3 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 1.838047e-06 7.282828e-07 16.5547378 12.1216066 12.1156566 14.0747896 12.1595142 9.7047743 8.1277168 10.8254252 9.6584591 11.3223931 7.8482824 8.2413740 3.4449056 13.9333816 NA 0.7819052 3.6564163 10.9668175 11.4855574 10.3384483 9.2737954 10.3984910 12.5375253 9.1173325 10.8909022 8.4039941 9.6502503 8.8098482 6.0562042 0.64701000 0.64701000 0.69926000 -0.00773600 1.36720000 0.69833000 1.73900000 -0.75903000 0.64701000 0.64701000 0.64701000 -0.00364770 -0.00046255 0.00342190 -0.00773600 -0.00807090 -0.00807090 -0.00807090 0.00175620 0.01037700 -0.00309420 -0.00309420 -0.03835200 -0.05516700 -0.00420120 0.68025000 -0.02867400 -0.01179500 -0.01386100 0.24181000 0.17948000 0.000 0.000 0.000 0.000 0.688 0.688 0.000 0.000 0.000 0.680 0.680 0.698 0.698 0.000 0.000 0.000 0.000 0.000 0.000 0.651 0.651 -0.113 0.000 0.647 0.647 0.000 0.699 0.000 0.000 0.000 0.000 0.000 0.000 1.367 1.367 0.000 0.000 0.000 0.000 0.179 0.179 0.000 0.000 0.000 0.000 0.688 0.688 0.000 0.000 0.000 0.680 0.680 0.698 0.698 0.000 0.000 0.000 0.000 0.000 0.000 0.651 0.651 -0.113 0.000 0.647 0.647 0.000 0.699 0.000 0.000 0.000 0.000 0.000 0.000 1.367 1.367 0.000 0.000 0.000 0.000 0.179 0.179 8.976699 9.406433 10.649736 10.273795 10.645612 3.781947 10.082676 7.315920 15.372977 4.284440 13.827645 9.594654 13.418038 4.151177 12.170318 7.981615 9.918933 13.486566 10.630043 4.951868 8.359371 13.933382 9.111365 12.027891 9.956036 7.900883 8.552331 12.916475 3.897415 8.904339 NA NA 9.982432 5.751568 10.2427393 11.6095495 11.0572907 5.5545305 12.3931207 10.1336176 11.0187536 10.0902812 NA 10.2757977 5.6888322 4.7515708 8.2276467 8.7496489 7.3618868 4.2413750 7.7361387 8.5978593 3.7819472 9.1598756 6.9043384 10.3346113 9.2372695 3.2844401 6.4257983 10.3719053 9.0377575 9.8939472 10.8480313 9.4684426 7.6274325 9.2026043 8.3768885 11.6242925 9.3055041 14.6487059 7.3048770 10.5561801 NA 7.9317906 7.7322550 10.2352128 NA 8.6543607 9.6148322 6.3868041 9.0011106 8.3517979 10.5545317 8.2413740 NA 0.7819052 11.2654221 10.5817634 9.8922079 -0.8031412 9.4112987 10.7894367 8.9129417 9.4064331 13.3630643 5.6089157 2.5189128 10.4341896 12.3994096 10.9668175 12.1578866 12.0278909 9.9560356 9.8913376 8.7225005 7.2137876 9.2767977 10.2004976 8.6399231 1.1969847 12.8011854 1.1969847 3.2844401 3.8974147 5.7047752 12.8643352 11.3390867 10.2943534 11.5539818 9.0235282 10.4584870 9.3146227 10.2214268 9.7563568 -0.8031412 2.5189128 NA 10.0448200 7.4067739 10.4586985 9.0267024 0.7819052 8.0043345 8.3390866 11.2900671 6.5278961 8.2026043 7.4637663 TCGA-A4-A5Y0 61 0 NA 252 kidney stage i t1b nx mx 19-3-2015 female 2012 NA NA NA kidney papillary renal cell carcinoma yes 120 1966 white not hispanic or latino 325.39.0 4 2 NA NA 4 1 1 1 1 1 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 2.046128e-06 3.468013e-07 15.69990097 12.73094276 13.63675776 13.96309786 6.04142918 10.36391145 7.16880748 10.00632482 8.57556685 11.16212498 7.49592856 8.84878347 2.82641629 13.69645005 NA 0.01906137 NA 10.05454721 12.74319510 10.21135357 9.11049610 10.23216499 13.81697552 9.49378061 10.35221605 7.87704175 8.41352343 9.27762682 5.54934881 3.6569000 3.6569000 -0.0085858 -0.0041156 -0.0071569 0.8116700 0.0226240 0.0000000 0.0069827 0.0069827 -0.9757200 -0.0085858 -0.0206480 -0.0108830 -0.0041156 -0.0126750 -0.0126750 -0.0126750 0.0069827 0.0067045 0.0054530 0.0054530 -0.0014853 -0.0014853 0.0122760 0.0289430 0.0226240 0.0245880 -0.9813000 0.0061482 -0.0069935 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.812 0.812 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.981 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.812 0.812 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.981 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.040041 9.601203 10.650238 10.961209 10.378261 4.478493 10.423138 7.419940 12.551904 2.340989 14.121734 10.339861 13.206413 3.106516 13.320485 9.671009 10.330809 13.659927 11.408961 2.019061 7.790551 13.696450 8.288187 13.371242 10.126278 7.257465 8.516913 12.214125 6.367789 7.550442 -0.981081 2.478480 9.131500 6.604024 8.65205584 11.40842321 11.67212970 6.19896947 12.09136084 10.66696877 10.91879527 9.69236983 NA 9.75377032 5.32284031 4.30445993 7.97616255 8.67548570 7.78061194 6.03842960 6.78724569 9.08918165 2.01906137 9.29867137 7.25268057 10.62916279 10.01270680 1.60402387 2.47848004 10.64202768 9.15220294 9.81428877 11.00561388 9.61525057 6.12758582 5.77394887 9.31023150 10.50589579 9.69589936 13.01553423 7.08945048 10.28350339 NA 8.12410476 5.28584606 13.28122093 NA 8.68083876 9.88865452 6.14834438 9.38482540 2.47848004 11.31912723 8.84878347 NA 1.34096098 9.58225698 11.18773286 10.22057204 NA 9.70468560 10.96377278 8.90780401 9.70029908 13.21612380 6.69099110 0.60397641 8.70731116 11.96358979 10.05454721 12.81083412 13.37124214 10.12627780 10.28408967 8.68261894 7.80696328 9.03552082 10.67816471 9.06208797 NA 13.46549792 0.01906137 2.01906137 6.36778865 3.82641629 14.00796461 12.76641457 11.56523172 11.49985092 8.51890647 9.18522383 9.50589569 10.16817267 9.63192932 NA 2.18897055 NA 10.83564448 8.77067182 11.18002879 9.15477002 NA 4.14834031 8.55433597 11.09854549 7.07434273 7.54262255 7.67011235 TCGA-A4-A5Y1 75 1 395 87 kidney stage iii t1b n1 mx 19-3-2015 male 2012 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 299.44.0 4 2 NA NA 4 1 3 1 3 2 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 4 0 0 0 0 6 0 0 0 0 4 2.462289e-06 8.323232e-07 15.8833173 11.7734068 7.8909731 15.0435487 8.3562578 10.3904019 8.0846474 10.7301350 9.8723218 11.9311599 10.1110232 9.5525648 3.6607803 13.4245270 0.4383993 1.4383993 6.0774289 10.9400601 12.1999421 9.6779872 9.2049176 9.6020383 12.6032433 9.8170449 10.4395624 8.8285576 9.3843201 9.8346368 6.9628648 0.029747 0.000000 0.026846 0.047552 -0.548650 0.665300 -0.521330 -0.528180 0.011825 -0.475220 0.000000 -0.546230 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-2.146883 -2.146883 9.424705 7.283879 10.2551058 11.4811881 11.0429420 1.4383993 11.1020951 10.9900970 11.4567048 9.8050752 4.0233529 10.8521929 7.8534262 5.8590502 8.3502802 9.9586800 9.8453023 7.6079627 7.9488233 9.0107731 4.7959383 8.8882251 6.0132970 10.2880544 9.1119922 7.3828566 6.5116372 11.0015850 9.3251015 8.6074786 10.6172610 9.7726620 10.4315630 9.4886909 9.3195028 11.6132104 8.8421108 14.0550142 6.8903141 10.4623741 -1.1465632 8.3802286 7.5381750 11.7281195 -2.1468826 8.4616812 10.4149528 7.5008849 8.1955007 5.7782375 11.7061508 9.5525648 -1.1465632 5.3210333 9.7379784 10.2074001 10.0386114 -1.1465632 10.8121602 11.6505811 8.6364245 9.3261171 14.1045572 6.7855231 0.1753010 10.1854628 12.2500979 10.9400601 12.9439936 12.2665913 11.1806982 9.8653524 7.9645621 7.5258512 8.3959938 11.1656001 10.0435595 6.6347864 12.2628835 3.5258559 2.8978213 7.1865818 6.0233507 13.0982107 11.7453049 10.3659198 10.3718335 9.5792184 11.7272548 9.6429598 10.1787317 9.1832225 NA -0.5617071 1.1753649 11.5012219 7.8106153 10.3381937 9.6429598 1.3128394 7.3291595 7.9208608 11.6340685 5.6282137 8.5329064 7.7436907 TCGA-A4-A6HP 66 0 NA 379 kidney stage i t1a nx mx 19-3-2015 male 2013 NA yes 70 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 325.39.0 2 3 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 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 2.73973e-06 1.109764e-06 16.82523558 11.95676575 11.32694344 13.54941701 9.90162191 9.39660050 7.53324796 9.92139021 9.62003888 11.93873741 11.08406739 6.77454857 4.17664990 14.37810889 -0.03283139 -0.03283139 5.62540493 11.06456764 10.48513878 10.17786523 8.63252961 9.62629785 11.65784666 10.29755060 10.87746183 8.18636239 11.59381551 9.64226871 8.23970688 0.00694350 0.00694350 0.05323700 -0.00498440 1.57490000 0.74176000 -0.04352200 0.00097064 0.00694350 0.00694350 0.00694350 0.05323700 -0.00041585 -0.00498440 -0.00498440 -0.01174900 -0.01431800 -0.01431800 0.00000000 -0.00981850 -0.02120900 -0.02120900 -0.00401620 -0.00401620 0.00388540 -0.00332430 -0.08585500 -0.04352200 -0.01477800 0.11155000 -0.02959900 0.000 0.000 0.000 0.000 0.741 0.741 0.000 0.000 0.000 0.000 0.000 0.742 0.742 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.293 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.575 1.575 0.000 0.000 0.000 0.000 0.112 0.112 0.000 0.000 0.000 0.000 0.741 0.741 0.000 0.000 0.000 0.000 0.000 0.742 0.742 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.293 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.575 1.575 0.000 0.000 0.000 0.000 0.112 0.112 7.6396193 10.8216727 10.0639090 8.8604954 9.3137075 0.5521803 10.2986707 7.4266254 16.2925520 5.8979301 12.3740632 9.7697103 13.6286380 3.8251750 11.9195711 9.5140883 10.8398688 13.4897141 9.3680734 5.8375598 6.3934591 14.3781089 7.0006164 12.0835378 9.6378500 7.6745532 6.4184042 12.3261197 6.6745525 8.0546570 0.5521803 NA 7.5179410 7.1619512 9.27097458 11.58557937 12.07293869 1.55218030 11.22899499 9.83292719 10.58052286 9.06522601 NA 9.21155763 7.09131478 5.98956140 9.29474640 8.34223338 9.03865621 4.23809897 7.28460667 9.64050290 4.82517505 8.40598555 8.37870495 10.64667400 9.58006236 3.96719628 6.76160974 10.70105655 9.70359580 9.01568071 10.68272691 9.23280895 6.56710732 7.80008387 7.97000865 10.23865683 9.54224141 14.93691763 6.88724865 9.58374264 NA 6.85709272 8.47696892 10.45201674 3.72208344 6.03328203 8.95303587 5.70866180 8.43071807 5.83755982 10.21334060 6.77454857 6.87408503 -1.03268381 10.05266626 12.25793273 10.71412795 0.55218030 8.69341203 10.90567078 7.56338392 8.92719573 12.50222616 5.90853433 -0.03283139 9.10930100 11.15732716 11.06456764 11.90603833 12.08353783 9.63785003 10.84524477 5.88605746 6.88605746 9.99431199 8.58557927 7.98678464 2.87408872 13.20141253 0.55218030 0.96716861 6.67455246 3.42662706 13.76994446 12.60268525 10.61014812 9.92429589 8.33570030 9.71370819 11.06621286 8.70020908 10.66589849 NA -1.03268381 NA 9.89348978 9.57136718 12.60444929 7.28007663 -0.03283139 9.51119227 8.01976195 11.19300381 6.41840418 7.81894321 8.98817369 TCGA-A4-A772 39 0 NA 0 kidney stage i t1b nx mx 19-3-2015 male 2013 NA NA NA kidney papillary renal cell carcinoma yes NA NA white hispanic or latino 344.34.0 3 3 NA NA 1 2 1 2 2 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 16.37746003 11.50718211 12.03211269 14.16102196 12.03079644 9.49976279 7.69309940 10.18473764 9.33113461 12.14281617 9.75860500 7.93131194 3.11779476 13.64405185 NA 0.05893985 4.70275173 11.73676011 10.97972785 10.20142631 8.96878687 10.78170125 12.18053513 10.45407079 11.49577869 8.07941065 10.61986332 9.98321139 6.86796563 0.0126550 0.0222780 0.7103900 -0.0018014 0.7123700 0.6178800 -0.0607480 -0.0101450 0.0126550 0.0222780 0.0104240 0.7083200 0.0047190 0.0019418 -0.0018014 -0.0103490 0.0021057 -0.0084663 -0.0063331 -0.0145030 -0.0019399 -0.0019399 -0.0076101 -0.0076101 -0.0111980 0.6814300 -0.0607480 -0.0607480 0.6406600 0.1352400 0.1490500 0.000 0.000 0.000 0.000 0.690 0.690 0.000 0.000 0.000 0.650 0.650 0.642 0.642 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.641 0.000 0.000 0.710 0.710 0.000 0.000 0.000 0.000 0.000 0.000 0.712 0.712 0.000 0.000 0.000 0.000 0.135 0.135 0.000 0.000 0.000 0.000 0.690 0.690 0.000 0.000 0.000 0.650 0.650 0.642 0.642 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.641 0.000 0.000 0.710 0.710 0.000 0.000 0.000 0.000 0.000 0.000 0.712 0.712 0.000 0.000 0.000 0.000 0.135 0.135 8.54405218 9.77313921 9.71233595 9.50390860 10.38569764 3.11779476 10.36647402 7.39577232 15.52535257 4.98172481 13.00293464 12.10703993 13.64721793 3.64385619 12.61994292 8.07198357 10.24500797 13.53327565 9.55608027 5.43971621 6.51832583 13.64405185 8.06077104 12.06510285 10.25570065 8.12318714 7.92925841 12.24221892 5.61348156 8.84461853 0.05893985 NA 9.03330819 7.12856768 9.5719633 11.5584074 11.5612283 3.9333649 11.6144415 10.2536505 10.2642797 9.6382096 NA 9.4266723 6.9496645 5.5824566 9.8048480 8.6870355 9.5264992 5.0870215 7.4823595 9.1898932 6.3868213 9.0208255 7.3868204 10.2602008 8.9364336 2.7958500 7.0053124 10.7581769 9.7182950 9.4547848 11.0703539 9.2321544 7.3504477 8.9445900 8.9516895 10.2622417 9.2634648 15.2279966 8.6229289 9.8543922 -1.5261611 7.7700216 7.8182268 10.3276306 2.2812828 8.5251402 9.5514145 7.2845030 8.9587540 7.6463585 10.7218587 7.9313119 -0.5261611 3.7958604 11.1689420 10.8862364 10.4917836 -1.5261611 9.4222984 10.8028865 8.2120236 9.1195896 13.1678537 6.2576500 1.7958500 9.4157124 11.8882200 11.7367601 12.1761039 12.0651029 10.2557006 10.3939118 8.0188956 6.8270784 9.7716900 9.7587552 8.3519821 1.6438562 12.8601979 1.4739427 3.6438562 5.6134816 3.6833821 13.2513802 12.3385043 10.7868142 11.0877207 8.6955182 9.9702857 10.1379339 9.6797245 10.1639291 -0.5261611 7.0849561 NA 10.4714636 8.2992717 10.9600648 8.6274832 -1.5261611 8.3194210 8.0849561 11.2275658 7.1428157 7.7027496 7.5237799 TCGA-A4-A7UZ 71 0 NA 0 kidney stage iii t3a n1 mx 19-3-2015 male 2013 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 364.32.0 2 1 NA NA 2 3 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 16.5967069 11.8661238 11.5423743 13.1019290 7.5327081 10.2631587 8.2987367 10.1725328 9.2485507 12.0783464 9.3622866 8.3755703 4.6914057 14.3035451 -0.8935177 8.0223229 3.4987615 10.6533381 11.2659334 10.3837311 9.1765646 10.5211289 12.5765941 10.4244214 10.5750677 8.4573829 10.6329429 10.0599126 7.4488737 0.0148880 0.0203430 0.3592000 -0.0070576 1.0641000 0.4356400 1.1464000 -0.0077151 0.0203430 0.0203430 0.0203430 0.0000000 0.0043021 -0.0036011 -0.0070576 -0.0054555 0.0081959 -0.0057188 -0.3482400 -0.0473950 -0.3487000 -0.3487000 -0.0034627 -0.0066432 -0.0158790 0.4804500 -0.0510460 -0.0374900 -0.0358570 0.0934750 0.0929000 0.000 0.000 0.557 0.000 0.315 0.315 0.000 0.000 0.000 0.480 0.480 0.436 0.436 0.000 0.000 0.000 0.000 0.000 0.000 0.418 0.418 -0.233 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.064 1.064 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.557 0.000 0.315 0.315 0.000 0.000 0.000 0.480 0.480 0.436 0.436 0.000 0.000 0.000 0.000 0.000 0.000 0.418 0.418 -0.233 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.064 1.064 0.000 0.000 0.000 0.000 0.000 0.000 8.4814830 9.6032973 10.6615121 8.1315833 10.6402600 5.3732306 10.7548012 7.1725325 15.3096578 6.7357997 12.9909004 12.0919298 13.5475723 4.2357271 12.8476999 9.5431552 10.5363734 14.0444151 9.5882432 6.8679953 6.7357997 14.3035451 7.7894384 12.5548181 10.0635457 9.6705931 7.8411529 12.4201770 6.3918450 8.0951285 1.6914002 -0.8935177 9.9464347 7.5740493 9.9065347 11.5460148 11.1945693 NA 11.6142383 10.7770999 10.3073422 9.7430682 NA 9.9683059 6.4462943 7.3685388 9.9057253 9.4912274 11.3421587 7.5409053 7.7466883 8.7229926 5.5327097 8.8086164 6.9008596 10.3935788 9.2370142 8.8943461 8.1805850 10.7439742 10.0193330 8.5327085 11.0122067 10.0693397 7.9951871 9.3412611 9.4705783 10.8163890 9.1590118 13.9970879 9.0931532 10.0715063 NA 7.9027103 8.0837234 10.2097314 0.1064823 8.2913190 9.9049155 3.1064488 8.7824007 4.5327097 10.8012368 8.3755703 -0.8935177 2.1064488 8.5658751 11.0876541 10.3958863 -0.8935177 9.4661931 11.5977957 8.6951583 9.7421617 13.0648151 6.0573788 2.4283836 9.6052928 10.8688256 10.6533381 12.6468139 12.5548181 10.0635457 10.4841964 7.7717793 6.7859232 9.4286422 10.2675755 8.7664395 8.9282175 12.5663875 2.9137990 2.2763776 6.3918450 4.5658774 13.5684825 12.8296779 10.0671696 10.2713505 9.0664455 10.2962682 10.1865949 9.9959476 10.6533381 2.1064488 NA 3.3543675 10.3620624 8.1213848 11.8280000 8.9798879 4.9890845 8.7156223 8.3848929 11.8458024 6.6610327 6.6533381 8.2688348 TCGA-AL-3466 41 1 293 NA kidney stage iv t3b n1 m1 19-3-2015 male 2004 NA NA 0 kidney papillary renal cell carcinoma yes 10 NA white not hispanic or latino 51.60.0 4 NA NA NA 4 1 3 1 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 1 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 1.838047e-06 5.548821e-07 16.239104 12.161070 12.596139 14.882142 6.499443 11.281171 9.025652 11.548140 9.514602 11.292209 8.274508 8.639714 2.349705 13.002540 NA NA 5.809126 9.306797 12.792120 10.011473 9.431844 10.062222 13.235582 9.369286 10.142485 8.648903 8.504513 9.185745 10.001303 1.8968000 0.8327300 -0.0080344 3.1014000 -0.0067331 2.7876000 0.0186530 -0.4947600 0.8776500 -1.0265000 0.8311600 -0.0727080 -0.0874560 0.4670600 3.1014000 -0.0393070 0.4477300 0.4035900 -1.2929000 -0.0215200 -0.0433400 -0.0433400 -0.5209300 -0.5167600 -0.4653700 0.0130640 -0.4712100 0.0461450 -0.4764000 0.9901800 -0.2475400 -0.489 -0.489 0.000 0.000 0.000 0.000 0.000 -0.515 0.000 1.344 0.000 -0.503 3.657 0.818 0.000 0.000 0.000 0.000 1.389 0.438 0.438 0.000 -0.476 0.831 0.831 0.000 0.000 0.408 0.000 1.389 1.389 0.448 0.448 0.000 0.000 -0.063 0.456 -0.497 -0.497 -0.236 -0.236 -0.489 -0.489 0.000 0.000 0.000 0.000 0.000 -0.515 0.000 1.344 0.000 -0.503 3.657 0.818 0.000 0.000 0.000 0.000 1.389 0.438 0.438 0.000 -0.476 0.831 0.831 0.000 0.000 0.408 0.000 1.389 1.389 0.448 0.448 0.000 0.000 -0.063 0.456 -0.497 -0.497 -0.236 -0.236 10.445092 9.646611 11.213881 5.597624 12.129004 8.942152 10.907159 6.578513 15.330816 5.104584 14.379241 12.906919 14.424589 8.188899 12.901403 8.763323 11.576107 14.361970 8.676125 5.809126 9.481552 13.002540 9.602360 15.325812 11.942619 9.486686 8.653476 13.391867 8.410391 7.733399 2.934649 NA 12.034005 8.195185 10.920499 9.989940 10.775960 1.349705 11.821878 9.971747 11.735557 11.160267 3.519617 10.079316 4.157052 5.964406 8.720382 9.450357 11.826441 7.338380 8.468636 8.689545 5.303890 9.958874 NA 10.391354 8.993551 5.050136 0.349705 9.811174 9.580916 9.773861 11.334825 9.853521 9.599993 9.742012 8.207676 12.196361 8.592869 12.807076 7.687495 11.046663 NA 8.978432 6.157050 11.996704 NA 6.689545 9.900442 8.564014 7.207676 4.256588 10.328405 8.639714 NA 6.104582 10.206120 9.673875 9.338380 NA 10.096209 11.228512 9.841548 10.084405 13.510354 3.836409 2.349705 9.969915 11.351103 9.306797 13.080590 15.325812 11.942619 8.960720 8.063940 4.597621 7.844511 11.068228 9.630466 6.326974 11.885942 4.256588 5.519621 8.410391 6.415784 12.331612 12.416121 9.501980 10.732319 9.321239 10.209230 9.000747 10.884601 9.383118 NA 3.914077 4.597621 10.747370 6.857332 8.835202 8.104583 3.157044 6.256586 6.519621 12.302436 5.394089 9.527115 7.792639 TCGA-AL-3467 54 0 NA 1778 kidney NA t1b nx m0 19-3-2015 female 2005 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 51.60.0 1 NA NA NA 4 2 2 2 NA NA 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.005724e-06 3.121212e-07 15.1706490 10.7478187 4.4508549 13.0308663 1.1003722 9.8777800 8.5663349 10.9960870 7.3330211 12.0084526 8.4994971 10.3615150 3.6853235 13.8409844 0.3633393 6.9976007 0.7784609 10.1968120 12.1374583 10.6395192 9.1093491 11.3601035 13.1964166 10.5177909 10.6132983 8.4909591 10.9750343 8.7557121 9.0269173 0.00000000 0.00000000 -0.00027724 -0.00207840 -0.00138580 0.00791750 0.00235810 -0.00466360 0.00000000 0.00000000 0.00000000 -0.00027724 -0.00069303 -0.00207840 -0.00207840 0.00305220 0.00305220 0.00305220 0.00374650 -0.00284930 0.00152550 0.00152550 0.00416320 0.00416320 -0.00648250 0.00360760 0.00235810 0.00235810 -0.00069303 0.00000000 0.00083195 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.435751 8.582563 8.933250 9.549096 11.627446 3.533314 9.040527 7.709169 9.875806 2.100372 13.470612 7.440211 13.902836 3.585792 13.871148 11.647448 10.183574 12.882540 6.553219 1.100372 9.272288 13.840984 10.811167 13.068739 11.585787 9.931984 8.425891 13.784977 6.325327 7.415057 3.170742 NA 11.584982 8.031097 10.6823141 11.2104521 13.7135052 2.3633954 13.6100858 11.7549963 10.7749057 11.1474842 1.1003722 11.3862249 7.9878853 5.4222868 6.5466167 10.3459130 4.4788748 4.3957894 7.8817203 9.1994451 1.7784189 9.9915364 NA 10.2015481 9.6136932 NA 5.5333204 10.5752830 10.2792741 8.9420819 12.0309498 10.9205392 6.9633076 9.2541655 9.1414719 10.5593820 8.9294487 14.3635708 6.3433439 10.9307171 NA 8.0144942 3.6853235 9.1664496 -0.2216232 9.3243619 9.9539818 11.8396346 10.1104688 3.0263574 11.9326174 10.3615150 -0.2216232 2.9483579 11.1054234 10.3000326 10.2255155 NA 10.8472105 12.3870336 9.5946159 10.1712863 13.6885127 6.0473726 4.6853235 10.8235093 12.0484355 10.1968120 12.9131794 13.0687391 11.5857871 10.5845790 9.1502088 7.1048618 9.4093090 11.2569491 10.1702128 6.4508582 12.5794332 2.2378696 2.9483579 6.3253270 4.5857858 13.1675351 13.2830650 9.7084302 10.5161020 9.0822129 12.0651344 9.8001062 11.4564513 9.8200913 NA 5.5466167 NA 10.7463789 7.5897747 9.7880369 10.2445087 1.9483392 3.1707423 8.7470990 11.7812472 8.7062100 9.0958448 8.4096094 TCGA-AL-3468 74 0 2331 1636 kidney stage ii t2 nx m0 19-3-2015 male 2005 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 51.60.0 2 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 16.996589 12.270522 11.554598 14.533006 6.161098 9.649630 8.691133 10.084476 10.225700 10.869646 8.629231 7.964894 3.695437 13.635013 NA 2.110463 2.303109 11.559914 11.564441 10.610317 8.966674 11.317485 12.547777 10.546290 10.551043 9.086114 10.504627 9.637389 6.810911 0.0128670 0.0128670 0.8126900 -0.0051890 1.5989000 0.7548100 -0.0480010 -0.0082286 0.0128670 0.0128670 0.0056934 0.7913500 0.0160040 -0.0051890 -0.0051890 -0.0191050 -0.0191050 -0.0191050 -0.0076763 0.7818600 -0.0082286 -0.0082286 -0.0094708 -0.0094708 -0.0145690 0.7814800 -0.0480010 -0.0480010 -0.0383710 0.2008800 0.1933700 0.782 0.782 0.000 0.000 0.783 0.783 0.000 0.000 0.000 0.746 0.746 0.755 0.755 0.000 0.000 0.000 0.000 0.000 0.000 0.779 0.779 -0.853 0.000 0.000 0.000 0.791 0.791 0.000 0.000 0.000 0.000 0.000 0.000 1.581 1.581 0.000 0.000 0.000 0.000 0.201 0.201 0.782 0.782 0.000 0.000 0.783 0.783 0.000 0.000 0.000 0.746 0.746 0.755 0.755 0.000 0.000 0.000 0.000 0.000 0.000 0.779 0.779 -0.853 0.000 0.000 0.000 0.791 0.791 0.000 0.000 0.000 0.000 0.000 0.000 1.581 1.581 0.000 0.000 0.000 0.000 0.201 0.201 9.1407439 8.8748686 10.9764250 9.7959705 10.8422747 4.0035573 9.6606679 6.7039949 13.7453467 2.8880711 13.0085323 9.9397405 13.3214900 4.8266756 12.7838947 6.1734813 10.5628592 12.7330456 10.4792891 4.8266756 8.7251808 13.6350125 8.7460594 12.1562305 9.9532702 8.8974404 8.6429658 12.2654697 2.7625402 7.4477742 0.3031086 NA 10.0999667 7.1857585 9.7828962 11.3464850 11.6854697 -0.6968914 12.1680758 10.9274544 10.4836467 10.1971758 NA 10.3685320 5.8266781 4.3905783 10.0926496 9.5137872 10.4445845 4.8225925 7.0910185 9.0563326 3.3031232 10.0310363 7.5885183 10.7109147 10.3324032 1.6250366 6.1979342 10.2760957 9.4680228 10.0276297 10.8729715 10.1438939 6.7869322 9.4817807 8.6227880 11.2371753 8.6068967 14.7785327 6.7940064 9.9613274 NA 8.1755136 6.4323983 9.0087482 0.8880711 8.3143431 10.0318867 7.0035561 8.8861986 3.9469741 10.4892301 7.9648942 NA 2.1104635 10.1964175 10.5325356 9.8796002 NA 9.5522293 11.6006054 7.9577521 8.5295282 13.3873430 5.9282400 4.5125682 10.2419604 12.5922703 11.5599143 12.1630389 12.1562305 9.9532702 10.3275631 8.9324726 6.2100069 8.8728765 10.4298203 8.4220568 NA 12.1826992 1.3031086 6.5510438 2.7625402 5.6429672 13.1273985 12.1495857 10.9081324 11.1427134 8.1979337 10.0721272 9.2264435 9.9324726 10.4805355 NA -0.6968914 1.6250366 10.3101432 7.1713830 11.5937540 9.0646671 1.3031086 6.1104718 7.7949688 11.2554932 7.3420347 7.9178256 7.5931349 TCGA-AL-3471 74 0 NA 412 kidney stage i t1b nx m0 19-3-2015 male 2006 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 51.60.0 3 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 16.9212067 12.1237930 13.1124870 13.8821317 9.9177068 9.7935428 7.5040364 10.2766257 10.6253865 10.5620552 9.8125977 7.5400156 2.8746789 13.4209711 0.8746789 1.4596414 0.8746789 11.3253753 12.4253902 10.9218035 8.8433464 11.0332892 13.8155437 10.4244641 10.5550390 8.8201234 10.9825504 9.2055963 9.2475445 0.86156000 0.86156000 0.90170000 -0.02061800 0.89527000 0.91621000 0.00000000 -0.00097017 0.86156000 0.86156000 0.86156000 0.90170000 -0.00456950 -0.01958300 -0.02061800 -0.01312700 -0.01312700 -0.01754100 0.00054033 -0.02123500 -0.01684100 -0.01684100 0.00374650 -0.01187600 -0.00304750 0.92006000 0.00000000 0.00000000 -0.01519100 0.28804000 0.28967000 0.000 0.000 0.000 0.000 0.890 0.890 0.000 0.000 0.000 0.920 0.920 0.919 0.919 0.000 0.000 0.000 0.000 0.000 0.000 0.911 0.911 0.000 0.000 0.862 0.862 0.902 0.902 0.000 0.000 0.000 0.000 0.000 0.000 0.895 0.895 0.908 0.908 0.000 0.000 0.270 0.270 0.000 0.000 0.000 0.000 0.890 0.890 0.000 0.000 0.000 0.920 0.920 0.919 0.919 0.000 0.000 0.000 0.000 0.000 0.000 0.911 0.911 0.000 0.000 0.862 0.862 0.902 0.902 0.000 0.000 0.000 0.000 0.000 0.000 0.895 0.895 0.908 0.908 0.000 0.000 0.270 0.270 9.0645040 9.0669723 10.3093077 8.8548192 10.7580865 5.1966070 9.6395511 7.2497193 12.8578513 0.8746789 12.7693078 9.7905590 13.7812883 4.2669964 12.9402639 8.9779673 10.3814829 12.8197575 6.2145290 5.3982409 8.5435643 13.4209711 8.1554502 12.1525481 10.0974744 7.9674367 7.2925324 12.2935863 6.6025994 8.0545886 NA 1.4596414 8.9326713 7.3504133 9.2011089 11.2327813 11.6964535 NA 12.3775113 10.4483268 10.2861905 11.4958157 2.6820339 10.4225380 6.9081020 5.6295665 8.4708691 8.6262237 7.1034987 3.6820339 8.2626967 9.7740365 5.8519589 9.6788105 5.1600812 9.6755794 9.7950325 1.8746789 5.6025994 10.3504129 9.9163387 9.6980467 10.4577623 10.4985610 6.1784597 9.2300305 8.2583837 12.5466628 8.5293154 14.2485642 8.4985608 10.5768522 NA 7.8302135 6.3665320 10.0294976 NA 6.9621418 9.5346754 5.6025994 8.4177112 3.6820339 10.6076948 7.5400156 NA -0.1253211 9.9621424 10.4118979 10.1830186 NA 9.9286054 11.6436909 8.6494667 9.1297080 12.8670868 7.9197292 4.8746789 10.0914253 11.8447854 11.3253753 11.9153117 12.1525481 10.0974744 9.7603758 7.6362309 6.7075690 9.5828668 9.5751192 8.9025855 NA 12.6366462 NA 1.8746789 6.6025994 5.5471043 12.4713841 11.7789378 9.9923226 10.2508049 8.6948586 10.3289788 9.3745255 9.8245063 10.1094969 NA 3.9005964 NA 10.1391222 6.9368876 12.0922071 7.8346815 4.1966070 4.8288753 7.2755593 12.1214201 7.8346815 8.7450443 6.7694967 TCGA-AL-3472 57 0 NA 923 kidney NA t2 n0 m0 19-3-2015 male 2008 NA NA NA kidney papillary renal cell carcinoma yes 8 1965 black or african american not hispanic or latino 51.60.0 2 NA 2 3 2 2 3 4 2 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 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 1.907407e-06 7.282828e-07 16.601376 11.197866 10.273788 13.011537 7.091315 9.659546 7.833715 10.255178 10.778432 10.589004 9.979815 7.502946 3.778429 13.936095 NA 8.109349 1.100372 11.004844 11.403456 10.302974 9.366210 10.224999 12.874571 10.558562 10.604981 8.431277 11.293886 8.917984 8.993856 8.6538e-05 1.4836e-02 1.6121e-03 -8.2143e-03 8.5574e-01 8.0148e-01 6.1473e-01 -2.9175e-02 -5.2144e-03 4.9815e-03 -1.6303e-03 1.6121e-03 5.0249e-04 -6.7335e-03 -8.2143e-03 -2.1150e-02 -2.1150e-02 -2.6976e-02 2.1271e-02 -1.2076e-02 -2.6656e-03 -2.6656e-03 -4.6686e-03 -1.2098e-02 4.9447e-03 -2.3069e-02 -5.9185e-02 -4.5834e-02 -3.9716e-02 6.7321e-02 8.7046e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.811 0.811 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.834 0.834 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.811 0.811 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.834 0.834 0.000 0.000 0.000 0.000 0.000 0.000 8.4526247 9.6168484 10.7780799 8.9707251 10.1221731 0.3633393 9.9595844 6.4579127 14.0533563 5.3931416 12.0854907 10.8445214 14.2909875 5.3019936 13.0461699 7.7528469 10.7994121 13.5738124 7.3746222 3.9483579 8.3482878 13.9360949 7.7326287 12.0491655 10.0696030 9.3378092 7.0216063 12.3846060 6.4150572 8.6176361 2.4788683 NA 8.7106470 8.4240907 8.9458503 11.3286980 13.0574624 1.3633954 12.0706100 10.0672983 10.0322797 10.8035717 1.1003722 10.1370834 6.4150572 5.4926768 10.0822129 9.0935818 8.1249458 2.2378696 7.6823141 9.7642742 4.7091693 9.3746220 7.1534720 9.5466165 9.9909286 4.7784346 6.8921748 10.8221431 10.3917613 7.8035719 10.7921038 10.4745303 9.5638847 8.7267995 8.2802692 11.1037377 8.6543965 14.6407548 5.7976901 10.3005232 -1.2216232 7.4904089 7.1793120 9.6777892 1.1003722 6.3406744 9.3473383 8.7671168 9.4710478 5.1707503 10.7791365 7.5029463 NA 4.3931416 10.2218939 11.0638344 10.1496643 -1.2216232 10.1243919 12.2138420 8.1534715 8.9583413 13.0923781 6.7892676 0.7784609 9.9445952 11.0753484 11.0048444 11.9081982 12.0491655 10.0696030 10.1920601 6.3558602 6.8711894 9.7040682 9.2275808 9.1578105 3.8658990 13.2434884 -1.2216232 1.5857798 6.4150572 3.2378696 14.1369917 12.3545622 9.5898069 10.7351714 10.0742012 10.9002895 9.8187220 9.6958042 10.6694564 0.7784609 2.1003722 NA 10.0969751 8.1260312 12.0058947 8.0310974 NA 6.7840563 8.3098137 12.1664495 7.7091693 9.1973388 8.3059094 TCGA-AL-3473 55 0 NA 763 kidney stage ii t2 n0 m0 19-3-2015 male 2008 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 51.60.0 1 NA 1 7 3 1 1 1 1 1 0 0 0 5 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 4 0 2.011448e-06 7.629629e-07 15.933970 12.803714 11.316205 14.410923 10.992751 9.798470 8.468056 10.580573 8.725130 10.220857 7.692274 8.566218 5.549450 13.369078 NA NA 3.678433 9.521283 11.212881 10.550098 8.465308 9.341901 12.358750 9.863573 10.498951 8.703139 10.415639 8.061686 7.868011 0.00572230 0.00572230 -0.00161480 0.31245000 -0.00715970 0.01729500 0.00961880 0.00391580 0.00572230 0.00572230 0.00572230 -0.33120000 -0.00434690 0.13686000 0.31245000 -0.00896040 -0.00906630 -0.00906630 0.00846310 -0.00225330 -0.00030278 0.01096400 -0.32899000 -0.32899000 0.01268600 0.00541200 0.00961880 0.00961880 -0.01047800 0.00322140 -0.00135550 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.329 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.000 0.137 0.137 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.329 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.000 0.137 0.137 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.63996215 8.45841482 9.82175246 6.80988772 9.17534271 4.13094734 10.59006489 6.80119617 18.05762595 6.83138832 12.71251135 9.67665564 13.14700687 6.43050942 13.66573783 9.32077325 8.98125559 12.74374626 9.64786078 9.18037839 6.82711401 13.36907774 7.21514370 13.92592677 9.94719391 9.00320924 7.69729566 12.17197591 7.43050859 3.82282191 1.01549757 0.01549757 10.64786078 8.03968786 9.6454351 10.8044616 10.9526000 3.3373971 11.6125928 9.5226053 10.7162001 10.2701064 -1.5696077 9.6508873 2.5179811 7.9462086 8.6508873 8.2554677 13.5327307 4.9696663 7.7251297 10.0562177 5.4305094 8.7043045 6.8011962 10.5722967 9.3154426 4.1029352 6.3253270 9.6381334 9.0607759 10.5840609 11.0152366 9.2712868 7.9021839 8.1292135 9.4494046 10.4476653 8.2012555 13.9869252 8.1206117 10.0173486 NA 8.8566689 9.4680558 9.3123877 0.4304994 7.8271134 9.5291990 4.7342923 6.9869001 7.6277257 9.8955651 8.5662181 NA -1.5696077 11.6044983 10.7308615 10.6575231 1.6004125 8.6338569 10.7433919 8.7135972 9.1812159 13.1779152 6.6827488 2.1309638 9.6240343 13.2990904 9.5212830 12.0801019 13.9259268 9.9471939 9.7060515 8.6079284 6.6831743 9.6385543 9.8848082 9.1870652 4.1029352 12.6524736 2.6004363 2.2378696 7.4305086 4.2634025 14.4791029 12.3161100 11.2303976 11.5845358 9.5468528 10.7228306 9.1361414 11.8121871 9.0126508 1.0154976 NA NA 10.0575867 7.8530575 12.3264817 7.3991754 4.2378620 9.5033114 8.0154714 11.5533369 6.1309494 8.3656742 7.4500994 TCGA-AL-7173 72 0 NA 1357 kidney stage iv t3 n2 m0 19-3-2015 female 2008 NA NA NA kidney papillary renal cell carcinoma yes 50 1958 white not hispanic or latino 194.47.0 4 1 1 5 1 3 3 4 3 2 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 2.046128e-06 5.20202e-07 16.9791970 12.0542446 12.0031496 13.1282740 8.4953050 9.5889119 7.6174182 10.8943250 8.4861737 11.0946077 8.6392072 7.1813193 4.9148850 13.9702711 NA -0.8129924 2.7719278 11.3023347 11.8294689 10.8389145 8.5771350 10.1642457 11.7299977 10.4769847 11.1628138 8.6907918 10.2190117 9.0848113 7.9252607 -0.0189020 0.4513900 -0.0110330 -0.0109220 0.4716200 0.0141900 0.0228650 0.0176840 -0.0189020 0.4513900 0.4513900 -0.0048461 -0.0139530 -0.0109220 -0.0109220 -0.0172540 -0.0226060 -0.0226060 0.0056152 0.0000000 -0.0019399 -0.0019399 -0.5158900 -0.5158900 0.0161460 0.0157270 0.0228650 0.0228650 0.0207630 0.0437230 0.0437230 0.000 0.000 0.000 0.000 0.472 0.472 0.000 -0.516 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.451 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.472 0.472 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.472 0.472 0.000 -0.516 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.451 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.472 0.472 0.000 0.000 0.000 0.000 0.000 0.000 8.3568908 9.4037117 10.8571795 7.9584553 9.0007471 2.7719278 10.0457240 7.6048186 15.0958744 7.2954907 12.5064969 13.9107868 12.4412564 6.7415546 12.7000766 9.8389144 10.0779901 13.3653973 9.6907916 5.1869640 7.4861737 13.9702711 6.6463974 13.7121808 9.9089195 9.9691450 6.7183479 12.1050837 5.5792827 7.8163226 -0.8129924 NA 7.4537521 6.4443540 9.6667461 11.1184421 12.3033098 2.7719278 12.0097358 10.2935288 11.6045547 9.5760593 NA 10.0426130 7.0198553 6.2954898 10.9707826 8.8977723 11.9947233 6.0324557 7.3866385 9.5323711 4.7105254 9.1147439 7.7261248 10.4419944 9.1498619 8.8416018 7.3007076 11.7263671 9.9216755 9.5500054 11.0569452 8.3543838 7.6748059 8.0604101 9.6987186 10.2490120 8.8126747 13.5615299 6.9113428 9.9106268 NA 7.5949560 7.4396314 12.0946077 1.1869442 7.5268161 8.9114798 6.1294809 7.7338600 3.0938644 10.9817878 7.1813193 2.7719278 5.3964198 9.5598310 11.8936777 10.2724384 -0.8129924 9.6888030 10.2849979 8.1294803 9.4169862 13.2056007 5.0504103 2.1869759 9.6412651 11.1752955 11.3023347 12.4844554 13.7121808 9.9089195 10.6823213 6.5088945 7.1869660 9.9272442 9.9609292 9.0465006 7.8839336 13.8362782 3.7105254 1.9943263 5.5792827 3.7105254 13.7927324 13.1785763 10.3537566 10.3039596 9.4815865 10.2651166 10.2994054 9.8540775 10.7511154 3.2744257 NA 1.1869442 10.8982026 8.0185897 11.6958303 7.0449470 2.5088850 7.8699602 7.9485173 10.9359973 6.1642452 8.0071450 7.8804529 TCGA-AL-A5DJ 54 1 1498 26 kidney stage iii t3a nx mx 19-3-2015 female 2009 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 281.43.0 4 2 1 7 4 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 16.6035033 12.7712730 12.7900111 12.5186318 6.7007102 9.8771065 6.1729715 10.9790385 10.3022553 12.1135306 8.8063067 8.0604976 5.8807908 13.3109027 NA -0.7338431 -0.7338431 10.9871809 11.2187938 9.8501046 8.1425988 9.7817815 11.4494069 8.3294766 10.9820437 7.9734408 10.3641137 9.8890486 7.5422062 0.0147450 0.0288470 0.0109260 -0.4921800 0.2121700 0.3154000 -0.0769990 -0.6042300 0.0147450 0.0288470 0.0288470 0.0038296 -0.4989600 0.0472110 -0.4921800 -0.1441800 0.4177400 -0.1604400 -1.2929000 -1.2929000 0.1720500 -1.0529000 -0.4447400 -0.4447400 0.5623400 0.0183270 -0.0769990 -0.0769990 -0.4203800 -0.0485320 -0.0474500 -1.029 -0.543 0.159 0.159 0.000 0.000 -0.476 -0.445 0.513 0.000 0.000 0.315 0.315 -0.436 -0.436 0.000 0.000 0.470 0.470 0.000 0.000 0.000 -0.393 0.000 0.000 0.000 0.000 -0.502 -0.502 0.000 0.000 0.356 0.356 0.218 0.218 0.000 0.000 -0.358 -0.358 0.000 0.000 -1.029 -0.543 0.159 0.159 0.000 0.000 -0.476 -0.445 0.513 0.000 0.000 0.315 0.315 -0.436 -0.436 0.000 0.000 0.470 0.470 0.000 0.000 0.000 -0.393 0.000 0.000 0.000 0.000 -0.502 -0.502 0.000 0.000 0.356 0.356 0.218 0.218 0.000 0.000 -0.358 -0.358 0.000 0.000 7.395364 11.643563 9.405633 8.070213 9.083065 3.658394 11.513713 8.098972 14.015899 7.713165 12.855031 11.256895 12.382751 4.266082 13.174568 9.697579 10.921612 13.332087 7.528177 6.243363 7.130268 13.310903 7.688147 13.386806 8.428473 7.858539 6.523469 11.908359 6.020969 6.485250 4.436009 NA 11.066577 6.924294 9.4620691 10.7539217 12.0297091 4.4360086 9.3388843 9.9260776 12.1033154 9.8613391 2.4360019 9.6181252 6.3641136 6.9525817 10.6981016 8.7110967 10.1586246 8.4049678 7.7738764 8.5422062 6.7172926 7.0142749 3.3535491 9.7397875 9.0894489 9.3914952 5.5698617 10.3362027 10.0894489 9.5398773 9.7027933 8.2115258 5.3535456 6.9803270 10.2282547 9.5812313 9.9879242 12.6404420 7.6224897 9.3455665 1.5879890 7.4360069 6.1729715 11.3598294 NA 4.3104783 8.8678526 9.5491701 7.9135399 -0.7338431 11.7564312 8.0604976 NA -0.7338431 7.2939875 12.3714992 10.3428973 NA 8.9490764 9.9420388 8.5468524 10.2814968 13.0845640 5.9843068 3.2660819 9.3442324 9.7121311 10.9871809 13.3471490 13.3868056 8.4284732 10.3213641 4.6923491 6.4755357 8.3237213 9.0192985 8.8715612 7.9837581 14.5189689 1.2660969 0.2660369 6.0209688 2.4360019 14.6743411 12.9844005 10.1571059 9.0075487 7.9734408 10.5913871 11.0673859 9.4221649 10.9952776 1.2660969 NA 3.9665228 10.9600042 9.1988428 12.0778818 7.5744210 2.4360019 7.7935584 7.5514837 11.6936564 4.9940004 3.8510394 8.7539217 TCGA-AT-A5NU 77 0 NA 67 kidney stage i t1a nx mx 19-3-2015 male 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA white hispanic or latino 299.44.0 3 3 NA NA 2 2 2 3 2 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 4 0 2.288889e-06 7.629629e-07 16.5350991 12.3357257 11.2027427 13.5353158 7.1197992 9.6022182 7.7574060 10.6281107 9.2839387 11.5450855 9.3954200 8.1073730 3.7904280 13.6361076 -0.4825731 1.7398049 2.7904384 12.2735491 12.2149718 10.1845213 8.9401756 10.9992093 13.1216155 10.7927584 10.5015909 8.3183096 10.3605458 10.4362730 8.7424405 0.83117000 0.83117000 0.90412000 -0.00346270 0.88426000 0.83884000 -0.02630400 -0.01761000 0.83117000 0.83117000 0.82674000 0.88913000 0.00791750 -0.02021300 -0.00346270 -0.00041585 -0.00041585 -0.00041585 -0.02589300 -0.02041200 -0.01752900 -0.01752900 -0.01395300 -0.01395300 -0.02657700 1.70350000 -0.02630400 -0.02630400 -0.05145100 0.28612000 0.28612000 0.000 0.000 0.000 0.000 0.000 0.000 0.884 0.000 0.000 1.704 1.704 0.839 0.839 0.000 0.000 0.000 0.000 0.000 0.000 1.693 1.693 0.849 0.000 0.831 0.831 0.889 0.889 0.000 0.000 0.000 0.000 0.000 0.000 0.884 0.884 0.000 0.000 0.000 0.000 0.286 0.286 0.000 0.000 0.000 0.000 0.000 0.000 0.884 0.000 0.000 1.704 1.704 0.839 0.839 0.000 0.000 0.000 0.000 0.000 0.000 1.693 1.693 0.849 0.000 0.831 0.831 0.889 0.889 0.000 0.000 0.000 0.000 0.000 0.000 0.884 0.884 0.000 0.000 0.000 0.000 0.286 0.286 8.902553 9.917578 9.894620 9.159461 10.824041 1.391878 10.469180 6.532361 13.488175 5.576304 12.972780 11.165168 13.643765 5.019911 12.676756 8.441232 10.684828 13.525693 9.317231 4.874964 6.889549 13.636108 8.247597 11.453802 10.322885 8.933856 7.918289 12.704298 5.316153 9.026525 1.254352 NA 9.465290 7.613686 9.99988165 11.65450768 11.92618182 0.25435216 11.91285469 10.56952498 10.33625828 10.43254232 -0.06748522 10.00457990 6.74301941 4.35871273 8.74221544 9.66376640 7.96173444 3.14190685 8.35976010 9.12165421 4.32476741 9.66673352 6.07199858 9.68524603 9.78302490 6.36707572 8.84008898 11.18821360 10.05495183 8.67896169 10.60884518 9.54301074 7.03047955 9.03770124 8.69731894 11.11453127 9.43129659 14.79514521 7.16419697 10.51223469 0.73976171 7.46410134 7.04097131 10.59556063 0.73976171 8.73415580 9.66503882 8.15885958 9.12904933 4.61894925 11.01708963 8.10737298 -2.06733405 0.73976171 7.92821456 10.93103774 9.83104877 -0.06748522 9.91757765 11.38301426 8.52583828 8.91187251 13.22591897 7.10662366 0.93243919 10.30585632 12.35923621 12.27354914 11.98527008 11.45380239 10.32288503 10.15282569 8.27341005 6.71052406 9.98449223 9.83670557 8.86170574 5.90399027 13.36795481 2.97684018 3.99853853 5.31615298 4.44024130 12.65557708 11.62419084 10.29958902 11.07247819 9.16786318 10.24872884 10.63851158 9.83632924 10.47087877 3.86318520 -0.48257312 -2.06733405 10.30286234 7.64543868 11.50085716 8.84683239 0.25435216 6.39597105 8.47160613 11.98713644 6.96311456 8.33652441 7.46382841 TCGA-B1-5398 73 0 NA 595 kidney stage iii t3b n0 m0 23-10-2014 male 2010 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 71.45.0 1 1 3 6 3 1 1 1 1 1 0 4 0 0 0 0 0 0 0 0 0 4 0 1 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 7 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 2.982491e-06 1.387205e-06 16.9036887 12.1534320 11.2767777 13.0882126 9.5821444 9.7311692 8.2256205 9.5953774 9.9791868 11.7545292 8.2153884 8.5611016 5.3106019 12.5886185 NA -0.5719648 4.5154223 10.5187333 11.2005419 9.9762995 8.7305982 9.5834100 11.8131475 10.1473480 10.8484458 7.7788985 9.4208975 9.7644658 6.7022212 0.00000000 0.00000000 -0.00885260 0.32157000 -0.01147300 0.01726400 0.02174400 0.02286500 0.00000000 0.00000000 0.00000000 -0.00885260 -0.01728900 0.32157000 0.32157000 -0.00553750 -0.00553750 -0.00553750 0.00013863 -0.00513390 -0.00843850 -0.00843850 0.00166420 0.00166420 -0.32530000 0.33221000 0.02174400 0.02174400 0.01223700 0.02848100 0.02848100 0.000 0.000 0.000 0.000 0.000 0.000 0.312 0.000 -0.325 0.332 0.332 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.322 0.322 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.312 0.000 -0.325 0.332 0.332 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.322 0.322 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.348312 9.599762 9.794282 9.415934 8.983507 2.749877 10.638631 6.802998 17.301487 5.990202 13.702337 10.251326 12.849301 4.967118 12.052869 10.346823 9.811124 12.379608 9.891994 7.422313 7.685347 12.588619 8.539095 12.516002 10.698839 9.703502 7.488655 12.585385 5.196143 5.731740 NA NA 6.637413 5.927804 10.428311 12.160551 11.641823 3.982546 12.543897 11.249733 11.249335 9.550787 NA 8.048179 4.749888 7.050011 10.355737 9.915799 8.116209 4.182843 7.512767 8.477808 5.042671 10.297553 5.182847 10.506110 8.479168 6.260850 4.617786 11.264996 9.636803 7.995915 11.359620 10.026477 7.310602 7.761114 10.339351 10.774473 9.894546 13.931971 7.630205 9.531903 NA 7.437983 9.357218 12.895119 3.012926 9.481885 9.289822 7.114460 9.381428 10.464476 10.999238 8.561102 -1.572179 3.285935 11.648186 11.416466 10.818397 -1.572179 10.706409 10.936249 8.254508 9.161822 14.402643 4.681573 1.427982 10.204803 13.062543 10.518733 12.736440 12.516002 10.698839 10.239334 9.425139 6.824564 10.542681 8.935754 8.238531 4.919812 13.629815 2.597889 2.012926 5.196143 4.997816 13.714937 12.193556 10.729170 10.853437 10.102151 9.432882 10.367538 9.338602 9.696501 3.637413 3.675884 NA 11.595848 8.047959 11.546454 5.951520 2.012926 9.590980 9.138766 10.545927 6.292145 7.935754 7.343839 TCGA-B1-7332 60 0 NA 223 kidney stage ii t2a nx mx 23-10-2014 female 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 194.37.0 4 3 2 4 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 17.000627 12.198753 12.394224 13.399805 9.938431 9.970597 7.696253 10.911068 8.437060 11.581176 8.757729 8.675262 2.789354 13.621038 NA 5.497181 3.274783 10.813947 12.068180 10.449952 8.486098 10.810990 12.093295 10.412878 10.823152 7.926865 8.478661 9.018180 6.655940 0.39937000 0.41170000 0.46760000 -0.00061929 0.00423710 0.47504000 -0.47749000 -0.50292000 0.39937000 0.41170000 0.41170000 0.47813000 -0.50768000 -0.00061929 -0.00061929 -0.00657850 -0.00684900 -0.00684900 0.00827080 0.00000000 -0.50634000 -0.50634000 -0.51552000 -0.51552000 0.46204000 0.01524200 -0.47749000 -0.47749000 -0.52025000 -0.10781000 -0.10781000 0.000 0.000 -0.506 -0.506 0.000 0.000 0.000 -0.516 0.462 0.000 0.000 0.464 0.464 -0.515 -0.515 -0.477 -0.477 -0.503 -0.503 0.459 0.199 0.000 -0.520 0.399 0.399 0.478 0.478 -0.508 -0.508 0.000 0.000 0.000 0.000 0.000 0.000 -0.516 -0.516 0.000 0.000 -0.108 -0.108 0.000 0.000 -0.506 -0.506 0.000 0.000 0.000 -0.516 0.462 0.000 0.000 0.464 0.464 -0.515 -0.515 -0.477 -0.477 -0.503 -0.503 0.459 0.199 0.000 -0.520 0.399 0.399 0.478 0.478 -0.508 -0.508 0.000 0.000 0.000 0.000 0.000 0.000 -0.516 -0.516 0.000 0.000 -0.108 -0.108 9.009176 9.475862 9.676887 8.930958 10.376827 3.526332 10.273178 6.734221 15.477189 4.526326 13.443878 10.689826 13.625360 4.765116 11.999627 9.762054 10.425503 14.311093 11.924130 4.130396 7.042342 13.621038 8.473058 12.324508 10.236721 8.716942 7.702650 12.790958 4.969933 9.073530 NA NA 9.401124 7.027130 10.0961830 11.2217645 11.5846439 1.2043912 11.8480751 10.0334877 11.3917513 9.1964878 NA 10.5932776 5.5263286 5.2747872 10.1782401 9.4050527 7.6994545 4.1678717 8.0919246 9.1160908 5.0722945 8.9186447 6.1678737 10.0523962 8.3803230 3.3419004 2.6898359 10.5263274 9.2289848 9.4767958 10.9702655 9.0931426 10.8150550 8.5742147 9.1492578 11.0803022 8.7718536 15.9508611 6.6060291 10.5131933 NA 7.3731618 7.2356179 11.3723192 -1.1174743 8.8725752 9.4177466 7.6539607 9.2055259 7.2618495 11.7814504 8.6752616 NA 5.4060332 10.2487933 10.6427753 9.7666417 -0.1174743 10.5204545 10.7746345 8.6205633 9.2498859 14.4185666 6.0045216 6.2312001 10.3521130 12.4506648 10.8139474 12.8459092 12.3245075 10.2367205 10.0111100 8.2618495 7.3703108 9.4211743 10.1533505 8.9089945 3.8366715 13.0980042 2.3419004 4.3743231 4.9699333 3.7404527 13.2001141 11.9664490 10.4999386 10.5411290 10.5222640 10.8028240 9.8922998 10.7098139 9.5451396 -0.1174743 0.8824474 NA 11.1745052 7.6301943 9.6985429 7.9672793 -0.1174743 7.6035707 9.0130418 11.3163174 5.8597509 8.7466574 8.0573967 TCGA-B1-A47M 79 0 NA 659 kidney stage iii t3a nx mx 19-3-2015 male 2011 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 266.43.0 2 3 1 2 2 2 3 4 NA NA 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 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 6 0 0 0 2.462289e-06 9.710437e-07 16.8263084 11.4752705 12.2302192 12.5419010 9.1266384 9.5164898 6.8990221 10.1751468 9.1704854 11.8277258 9.8617377 7.2433187 4.6803806 13.8772859 NA 1.4839834 -0.1009791 11.1490246 10.8794333 9.9603936 8.5977271 10.0334486 11.8113504 9.8149017 10.6514030 7.5428786 11.1939302 9.9262373 7.1181905 0.00589200 0.01467100 0.70127000 -0.00021631 1.36300000 0.66594000 -0.02966100 -0.00187900 0.00589200 0.01467100 0.01467100 -0.00478540 0.00505800 -0.00021631 -0.00021631 -0.00021631 -0.00021631 -0.00021631 0.00617010 -0.00533850 0.00000000 0.00000000 0.00533600 -0.00383530 -0.00146350 0.66059000 -0.02966100 -0.02966100 -0.02720100 0.10274000 0.11886000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.661 0.661 0.666 0.666 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.363 1.363 0.000 0.000 0.000 0.000 0.119 0.119 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.661 0.661 0.666 0.666 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.363 1.363 0.000 0.000 0.000 0.000 0.119 0.119 8.1658090 10.3923774 9.7063772 8.2631570 10.0179634 2.5994606 10.6166988 8.1564103 14.5973743 5.0888455 12.7224891 11.5859605 13.6354771 4.4536098 12.5669101 8.4688781 10.4603103 13.5414690 8.7176045 3.7570019 6.6404893 13.8772859 7.4536114 12.2410970 9.7492093 8.6918126 7.3126507 11.6347899 4.5994606 7.7382260 -0.1009791 -0.1009791 8.6983039 7.3666282 9.1739829 11.7517469 11.4355124 -0.1009791 10.9694788 10.1218172 10.4328388 9.0192602 NA 9.0513071 6.9324451 4.6803806 10.3126503 8.0913153 8.9088510 5.2730197 7.5959899 9.2466437 5.2565729 8.3686640 8.0334489 10.3450718 9.1528699 2.9864838 6.3828384 10.7247762 10.1350365 9.1109108 10.3289521 9.3030994 6.4764514 6.7382260 8.8268005 10.0814167 9.6011951 14.5842092 6.9983174 9.6003289 NA 7.5496076 6.7192012 12.0739480 -1.1009791 7.7255708 9.5977271 6.3988685 8.2805653 4.9651101 10.4161996 7.2433187 NA 4.8297582 9.8748703 11.5710056 10.0814167 NA 9.1797932 10.7789885 8.0789316 9.1445751 12.8868193 5.9358557 1.4839834 9.1993749 11.1658089 11.1490246 12.3483000 12.2410970 9.7492093 10.5912019 6.7192012 6.6605736 10.4398818 9.1035936 7.9213899 1.2209490 13.3629937 2.5994606 1.4839834 4.5994606 2.7063758 13.6348465 12.3657361 10.4849238 10.6434358 8.0385739 9.5347404 10.4308911 9.0900814 10.7239811 NA -1.1009791 3.3584525 10.6742211 8.7960812 11.4721725 8.4068168 3.1469484 8.1751468 8.9004306 11.0231437 6.7382260 7.5855229 7.6371146 TCGA-B1-A47N 62 0 NA 747 kidney stage i t1a nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 266.43.0 2 3 2 3 2 2 3 3 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 1.248485e-06 5.548821e-07 16.506300 11.724518 12.067955 11.751439 8.022677 9.916883 8.563246 9.793133 10.592380 10.804302 11.297154 7.768360 3.978287 13.576646 NA 4.347517 2.200661 10.991373 10.565623 10.326274 8.715249 10.102405 13.194019 10.871079 10.119539 8.987645 12.223242 9.291166 9.234539 0.00076003 0.01157200 -0.00664600 -0.01297700 0.80882000 0.70757000 -0.07598100 -0.02171100 0.01157200 0.01157200 0.00000000 0.00239010 0.02037500 0.00725380 -0.01297700 -0.00121540 -0.00121540 -0.01048600 -0.01089000 -0.01165800 -0.01736000 -0.01736000 -0.01185500 -0.01185500 -0.01942000 -0.04939300 -0.07598100 -0.07598100 -0.05789300 0.10559000 0.10559000 0.000 0.000 0.000 0.000 0.777 0.777 0.000 0.000 0.000 0.000 0.000 0.735 0.735 0.000 0.000 0.000 0.000 0.000 0.000 0.758 0.758 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.809 0.809 0.000 0.000 0.000 0.000 0.106 0.106 0.000 0.000 0.000 0.000 0.777 0.777 0.000 0.000 0.000 0.000 0.000 0.735 0.735 0.000 0.000 0.000 0.000 0.000 0.000 0.758 0.758 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.809 0.809 0.000 0.000 0.000 0.000 0.106 0.106 8.4567158 10.2364569 9.7039337 9.2621435 10.2790172 2.3933338 9.1280304 7.6507086 15.3324180 5.0657446 11.6586429 11.4143008 14.5881547 5.3706002 12.8490334 8.1581926 10.3905004 13.7194695 8.3270114 5.8362650 6.9857782 13.5766461 6.5122617 10.9154120 9.9324796 8.9895106 6.7942001 11.3218393 7.4966085 8.3446057 -0.6066936 -0.6066936 8.7530703 7.9168826 8.8216812 11.7845645 11.8685477 -0.6066936 11.1254883 9.7453642 9.7909955 10.2403783 -0.6066936 9.7027973 6.8609268 6.6124896 10.0675131 7.9631764 9.1263361 3.4594054 7.8321128 9.4620992 3.3933201 8.7464676 7.9090206 9.7726992 9.8164368 4.7152509 5.8851741 10.6088539 10.2881387 7.8971466 10.9740506 10.4721388 6.8931668 8.6341122 7.8771369 11.5226039 9.0364915 14.1971997 6.7406321 10.3002115 -0.6066936 8.1021978 7.4377146 9.5109641 0.9782689 5.5430690 8.9536537 8.8731011 8.7661860 3.2006770 10.8378182 7.7683603 NA -0.6066936 9.1990647 11.4448697 10.2411613 NA 9.6879416 11.6916699 7.9207977 8.6879418 12.3679147 6.5760126 0.9782689 9.7118636 10.6839158 10.9913734 11.4584004 10.9154120 9.9324796 10.3841340 4.9168826 6.8931668 9.5728569 9.4647832 8.3734603 2.2006613 12.9155346 1.7152345 -0.6066936 7.4966085 3.2006770 13.8150735 12.1250642 9.5644976 10.0470617 8.5506679 10.0868079 10.5038042 9.7686320 10.6058173 NA 0.3933064 NA 9.9839079 8.4092097 12.6618600 7.4807837 1.7152345 8.5303119 7.9932339 12.7629182 6.7596432 9.1448649 8.6993826 TCGA-B1-A47O 54 0 NA 513 kidney stage i t1b n0 mx 19-3-2015 female 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 266.43.0 1 1 1 2 4 1 2 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 15.937990 11.751597 11.077739 13.283982 6.706902 9.906371 7.998668 9.563166 8.174451 10.981806 9.050260 8.119450 3.526995 12.000698 2.111966 2.111966 4.111958 12.040473 11.057111 10.010808 8.609141 10.144460 12.189438 9.623708 10.654342 8.070024 10.430121 8.919310 8.903226 0.00240650 0.00847430 0.00263570 -0.00032335 0.00388540 0.86314000 -0.03149600 -0.02432000 0.00240650 0.00847430 0.00847430 0.00263570 0.00711900 -0.00429290 -0.00032335 0.00027728 0.00027728 -0.00160170 -0.00373950 -0.00277070 0.00069327 0.00069327 -0.00235530 -0.00235530 -0.01133500 -0.00912860 -0.03149600 -0.03149600 -0.12499000 0.03101400 0.03764400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.853 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.862 -0.125 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.918 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.853 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.862 -0.125 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.918 0.000 0.000 0.000 0.000 0.000 8.0544692 10.4891655 11.8086327 9.2583114 10.3590913 3.6144507 10.7044120 8.4665717 15.6433161 3.5269952 13.5162095 12.4248379 13.6957429 3.9193115 12.5128344 7.1923283 10.6761044 13.7152722 10.8393082 5.7558116 7.1269058 12.0006982 8.5521319 12.6063105 10.0930464 7.9945978 7.1923283 11.6250245 6.1994172 8.2885436 0.5269702 NA 9.7473708 7.1994181 8.7725452 12.0429386 11.3642261 1.8489183 11.7109379 9.5984547 10.5438007 10.0825401 3.2274330 8.9699359 5.1708504 5.4096353 10.7315636 8.0622680 10.1278346 4.3343466 7.6091418 9.4096355 4.1119577 8.7437385 3.5269952 10.0844562 10.1527012 3.9864200 7.7413112 10.8723977 10.2785365 9.5424074 10.8364688 9.5876883 5.5930818 8.9553526 8.1816284 10.6843393 9.5227596 14.1460661 6.8006010 9.4473453 NA 7.7209611 6.8123943 10.8651717 2.3343394 6.9532571 8.9925589 4.1119577 9.6634837 5.3598831 11.5713866 8.1194496 NA NA 9.9416777 11.4210523 10.0534917 -0.4729297 9.8534218 10.4665717 8.0930467 8.6994201 13.1015860 7.5782557 -0.4729297 9.5604154 11.2947631 12.0404733 12.0140788 12.6063105 10.0930464 10.5809183 6.9532571 8.4869943 9.9454882 9.6716507 7.5213460 1.8489183 13.6778504 2.1119661 2.6969063 6.1994172 4.3849754 13.8939279 12.3938850 10.9833469 10.7725451 9.6818105 9.2968302 10.5220529 9.1287633 10.1708487 1.8489183 NA NA 11.0337959 8.9233617 11.3896027 8.5984549 1.1119661 8.5713867 8.0700243 11.2489461 7.2064723 8.9150096 8.7867359 TCGA-B1-A654 43 0 NA 108 kidney stage i t1a nx m0 19-3-2015 female 2012 NA yes NA kidney papillary renal cell carcinoma yes 10 1992 black or african american not hispanic or latino 325.39.0 2 3 2 3 2 2 3 4 2 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 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 2.046128e-06 5.548821e-07 16.896485 12.109394 10.509201 12.991629 5.714910 9.548047 7.654119 9.995637 10.399098 12.288595 10.391363 7.555887 3.350342 13.419923 NA 2.487846 3.935299 11.214834 10.346953 9.911054 8.496016 9.378245 11.493211 9.687514 11.408601 7.816313 11.766292 9.127758 7.365988 0.0088920 0.0088920 0.0065262 -0.0118710 0.9389500 0.8597700 -0.0662520 -0.0205490 0.0088920 0.0088920 0.0088920 0.0065262 0.0179630 0.0069435 -0.0118710 0.0031966 0.0193630 0.0193630 -0.0052610 -0.0098721 -0.0172540 -0.0172540 0.0023581 -0.0052677 -0.0182160 -0.0801230 -0.0662520 -0.0679930 -0.0624950 0.0695610 0.0566550 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.860 0.860 0.000 0.000 0.000 0.000 0.000 0.000 0.865 0.865 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.928 0.928 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.860 0.860 0.000 0.000 0.000 0.000 0.000 0.000 0.865 0.865 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.928 0.928 0.000 0.000 0.000 0.000 0.000 0.000 7.819574 10.938678 8.588743 9.216999 9.598266 2.028428 10.511722 7.624600 15.020530 7.193317 12.407653 12.013897 13.732206 4.756329 11.750791 8.536205 10.585874 14.194181 9.592560 3.115866 6.437802 13.419923 6.929277 12.257079 9.455723 9.085048 5.935302 12.058215 6.437802 8.165401 NA NA 8.700836 7.500086 8.9125810 11.5999261 11.6114932 NA 11.2530151 9.5656288 10.6600423 9.0312253 0.0284277 9.0998727 7.6096109 5.2378620 9.6124334 8.0480013 7.6614054 5.1939215 7.6577672 9.7192815 5.1983370 8.0368390 8.5675694 9.7469434 10.1914311 7.3947328 7.3230313 10.4878420 10.1085618 8.2998733 10.9938340 9.3604470 5.4546760 9.4196541 6.9413000 10.8991604 9.9237056 14.7074507 6.5719058 9.6264630 NA 6.8576887 7.0563169 10.3350418 2.3503275 6.0056897 9.0687001 8.1958284 8.9869632 2.4878465 10.8207941 7.5558875 7.9110534 1.8357624 8.8770335 12.4644713 9.8660383 -0.9717138 9.1434541 11.0131850 7.7965945 9.3114988 12.7059099 4.5453692 1.0284277 9.1395462 11.0322797 11.2148342 11.9326688 12.2570789 9.4557234 11.3843121 5.7698775 7.6866217 9.8787379 8.7932821 7.9855124 5.9232276 13.8153947 1.6133902 1.6133902 6.4378020 1.6133902 14.3221145 13.2322173 10.4965254 10.0652708 8.6559442 9.9056946 10.9847866 8.3947328 10.8081298 4.3859625 1.0284277 NA 9.8268823 9.8508379 11.6860438 7.8195737 1.0284277 8.2975372 8.6541194 10.8770334 6.6431202 7.9232282 9.3401588 TCGA-B1-A655 77 0 NA 510 kidney stage i t1a n0 m0 19-3-2015 female 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 325.39.0 1 1 NA NA 3 1 1 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 0 2.358249e-06 9.710437e-07 16.26611571 11.45716107 6.27143688 15.64892893 10.97786340 10.70433658 8.75895138 10.76300159 7.56183017 11.02993070 6.95635757 8.65817363 2.38391161 13.90796403 NA 0.06198352 3.96887411 11.39644354 12.06030765 10.43593669 8.35813556 10.70734222 12.38747687 9.60308069 10.39065898 8.07879234 8.33344699 8.56845704 7.04531955 -0.00152430 -0.00152430 0.00221930 0.00610900 0.00000000 0.62479000 0.00124810 0.00305220 -0.00152430 -0.00152430 -0.00152430 0.00221930 0.00055459 0.00610900 0.00610900 0.00291330 0.00291330 0.00291330 0.00166420 -0.00027724 0.00194180 0.00194180 -0.64874000 -0.64874000 0.00624810 0.00583090 0.00124810 0.00124810 -0.05980700 -0.04807200 -0.04807200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.649 0.000 0.000 0.000 0.000 0.625 0.000 0.000 0.000 0.000 0.000 -0.633 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.649 0.000 0.000 0.000 0.000 0.625 0.000 0.000 0.000 0.000 0.000 -0.633 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.6711628 9.0601044 9.5789972 10.6056604 10.4770216 4.4543009 10.8441632 6.9446266 14.9857138 3.4770167 14.7644273 9.5289102 13.4802759 3.5644879 13.0722207 9.0563375 10.5339979 13.0460464 10.3623366 5.1352311 8.8725558 13.9079640 9.8006393 12.5733249 10.4976543 7.5907637 9.1494469 13.5601684 0.4770556 8.0373542 NA NA 8.6331046 6.5959631 10.86126560 10.67270130 11.24127110 4.14944636 12.61249034 10.30317272 10.75547097 10.67577351 -1.52284079 10.60887844 1.64694602 4.45430094 7.78536026 8.35813556 12.11839594 5.25837947 7.41071252 9.20918893 3.12088273 10.04021779 -1.52284079 10.80120207 8.95072735 2.72495580 1.47700374 10.14856263 8.83347362 9.71662006 10.79047142 9.40849767 6.85206128 7.97287643 9.30038871 10.79923134 8.84552800 14.42294537 7.23307701 10.15430067 NA 7.88241807 7.73205004 10.24892365 -1.52284079 9.35813556 9.42319682 3.28438087 9.94462700 7.38991093 10.85043050 8.65817363 -1.52284079 NA 11.88495310 10.61241019 9.36728587 -1.52284079 9.62994014 11.12267997 9.14856251 9.57636927 13.56911792 4.39683765 NA 10.56182988 13.04051573 11.39644354 12.02776828 12.57332489 10.49765428 9.80401273 9.61912850 8.47137486 9.69069679 10.71243741 9.36880523 1.06198352 12.61313149 0.79892147 2.28436607 0.47705557 5.88641358 12.89729954 12.25005765 11.67131668 11.87870105 9.18438073 10.71870676 9.43919446 10.49960087 9.11817022 1.47700374 0.06198352 NA 10.75779226 7.70713822 10.57364444 8.94971234 -1.52284079 7.38691439 7.97885858 10.93209181 6.25180807 7.77622969 7.18092459 TCGA-B1-A656 64 0 NA 14 kidney stage i t1a n0 m0 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 325.39.0 1 1 NA NA 3 1 3 4 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 6 0 0 0 0 0 3.676094e-06 1.179124e-06 17.403607 11.738199 8.283990 14.110706 12.771811 9.331370 8.206242 9.827852 8.771709 12.091509 8.732328 7.156999 5.659499 12.628110 NA -1.013043 6.074538 10.811237 10.787974 10.158876 8.643499 9.740291 11.549078 10.086422 10.983194 7.704750 10.301657 8.854353 7.154944 0.00000000 0.00000000 -0.01356200 0.50746000 0.53415000 0.01433000 0.00750000 0.00694350 0.00000000 0.00000000 0.00000000 -0.00581400 -0.01890200 0.52310000 0.50746000 -0.01669600 -0.02123500 -0.02123500 0.00069327 -0.00387790 -0.00332430 -0.00332430 -0.00124730 -0.00124730 0.01726400 0.01978300 0.00750000 0.00750000 0.02440800 0.07364400 0.12292000 0.000 0.000 0.000 0.000 0.519 0.519 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.551 -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 0.507 0.507 0.000 0.000 0.534 0.534 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.519 0.519 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.551 -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 0.507 0.507 0.000 0.000 0.534 0.534 0.000 0.000 0.000 0.000 0.000 0.000 8.415434 9.748625 9.020497 8.970067 8.914852 1.309002 9.882649 7.594404 17.837163 7.791205 12.667104 16.406828 12.748521 5.741960 12.756602 8.751945 9.913370 13.441373 10.319110 6.235001 6.413339 12.628110 6.116356 13.638910 9.994101 10.084448 6.309002 12.027021 5.917811 7.020497 NA NA 8.664794 6.326924 9.90965821 11.55312786 10.89921469 6.34462614 11.36211325 9.79684187 11.41438668 9.01082822 NA 8.78473527 7.18674616 6.32692378 10.68099633 8.24446184 9.04099980 5.30557296 7.33136933 10.24622862 6.45467930 8.72178345 5.97575857 10.35776125 10.27824454 7.83256411 6.47892652 10.53445035 9.74529701 9.64796112 11.36915744 9.22428367 6.28169454 7.96435358 9.35448853 10.30731023 9.32469564 14.62644280 7.16464249 9.38581754 NA 7.99969847 9.00388216 11.28685424 NA 6.31799138 9.53396819 5.34462614 10.02873296 8.54549468 10.33136978 7.15699923 -0.01289747 1.98706614 11.77905066 11.91781116 11.15793779 1.98706614 9.03010098 10.38046431 7.69788013 9.00944151 13.43208868 4.02226127 2.30900152 9.45874905 12.24666998 10.81123700 12.29797058 13.63891036 9.99410108 10.78716478 6.25386072 6.29085380 9.76055097 9.13809027 7.62731865 6.77497677 13.42859154 3.79442626 0.57201651 5.91781124 2.79443666 14.57251468 13.52228844 11.43182993 11.37831740 9.26203422 9.73442766 10.04438865 9.25090640 9.88491930 4.63092961 -0.01289747 NA 11.00805375 9.59440411 11.99418345 7.01498009 7.20139274 9.79523365 8.32469586 10.54022308 6.20624272 7.35776136 8.29313548 TCGA-B1-A657 54 0 NA 200 kidney stage i t1b n0 m0 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 325.39.0 3 3 1 2 1 2 3 3 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 2.219528e-06 9.710437e-07 16.627669 11.411224 11.439489 13.815811 9.995751 9.843140 8.301766 10.848936 9.493002 11.792474 9.262993 8.401302 2.581881 13.412017 -1.505533 1.953861 6.033571 11.554770 11.866404 9.836486 9.162410 11.136012 13.083828 10.369777 10.587169 8.029687 10.332433 9.483096 7.972817 -0.0187650 0.6085100 0.6257000 -0.0036011 0.6349900 0.6286200 -0.0053992 -0.0016629 -0.0187650 0.6095500 0.6085100 0.6257000 -0.0048461 -0.0036011 -0.0036011 -0.0069195 -0.0069195 -0.0069195 0.0037997 0.0047190 -0.0061171 -0.0061171 -0.0018014 -0.0018014 0.0018030 0.6302500 -0.0053992 -0.0089039 0.0000000 0.1399500 0.1907100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.630 0.630 0.612 0.612 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.609 0.626 0.626 0.000 0.000 0.000 0.000 0.000 0.000 0.635 0.635 0.000 0.000 0.000 0.000 0.140 0.140 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.630 0.630 0.612 0.612 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.609 0.626 0.626 0.000 0.000 0.000 0.000 0.000 0.000 0.635 0.635 0.000 0.000 0.000 0.000 0.140 0.140 9.128315 9.529898 9.631402 8.720824 10.742042 3.742340 10.324927 7.436926 15.347952 5.460195 13.455047 10.949482 13.832869 3.986265 13.102724 6.737585 10.188334 13.576394 9.220630 6.912264 7.739964 13.412017 8.189640 12.153515 10.453327 8.244281 8.481676 12.544260 6.025793 8.083126 -1.505533 -1.505533 9.987266 7.218925 10.34733092 11.45893274 10.95768024 6.22912066 11.86291781 10.40355437 10.77344148 10.45441333 -1.50553319 10.28801462 6.28231377 7.01404726 9.47169127 8.74470974 9.19137882 4.66353249 7.84535079 9.10174172 5.53880507 9.35937138 5.82532772 10.63428242 9.18178710 5.18091166 3.98626529 10.28394503 9.58386184 9.98174893 11.13012945 9.84424550 7.46595488 9.25596260 8.82868457 10.66088834 9.17828315 14.95026831 7.03914388 10.24344274 NA 7.92130481 8.19658393 9.92486386 1.07936104 8.23250343 9.70994435 6.82532772 9.21721884 8.66558819 10.69193523 8.40130194 -1.50553319 -1.50553319 11.05808429 10.77315116 10.40842273 0.07942932 9.44496724 10.95665799 8.67804690 8.84092517 13.39036524 6.81177927 NA 9.73341315 12.04912011 11.55476956 12.34048933 12.15351533 10.45332651 10.22318227 8.30979464 7.04515789 9.62925479 10.28842097 8.95997789 4.30176322 12.91252749 0.49436440 0.81631298 6.02579292 4.88673059 13.02372172 12.22657879 10.55138768 11.10220400 9.03162981 10.55375580 9.93735484 10.16904496 9.91542425 0.07942932 NA -1.50553319 10.39414593 8.77323253 11.07389934 9.13736570 1.07936104 8.37858185 8.94871063 11.50301504 7.14904694 8.18963976 8.01011125 TCGA-B3-3925 52 0 NA 1029 kidney stage iii t3a nx m0 19-3-2015 male 2010 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 51.60.0 2 NA NA NA 2 2 1 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.907407e-06 6.936026e-07 15.5866862 11.6705106 12.3819439 14.2341904 6.8307167 10.6500971 8.8094267 10.6987672 9.8579312 11.1824838 8.3985393 9.1672229 3.2230363 13.9888921 NA 0.8307421 4.6120753 10.4408184 11.7153391 10.9893260 9.4463460 11.1498239 12.8299236 10.6548795 10.1981311 9.5110758 9.5259446 8.6038555 8.1169277 0.0107030 0.0100620 0.0047190 -0.0117490 0.6983900 0.6636400 -0.0598070 -0.0260300 0.0107030 0.0107030 0.0100620 0.0047190 0.0020805 -0.0117490 -0.0117490 -0.0204120 -0.0319050 -0.0319050 0.0000000 -0.0195290 -0.0151910 -0.0151910 -0.0142280 -0.0142280 -0.0261670 -0.0216220 -0.0598070 -0.0598070 -0.2129300 0.0708950 0.0600590 0.000 0.000 0.000 0.000 0.682 0.682 0.000 0.000 0.000 0.000 0.000 0.664 0.664 0.000 0.000 0.000 0.000 0.000 0.000 0.664 0.664 -0.748 -0.213 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.698 0.698 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 0.664 0.664 0.000 0.000 0.000 0.000 0.000 0.000 0.664 0.664 -0.748 -0.213 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.698 0.698 0.000 0.000 0.000 0.000 0.000 0.000 9.8662028 8.2144206 9.9593552 8.5721833 11.7668021 3.6886951 10.6544816 7.1435995 14.9508327 4.0006401 13.6224897 11.2249110 13.7006475 5.5172158 12.9472228 8.4853524 10.4691523 12.9273491 11.0331463 6.3620981 9.7080004 13.9888921 9.5696530 12.2873274 11.2624751 9.6651874 9.3795382 13.0270879 6.8194012 9.3235709 -0.1692579 NA 8.5535237 7.5922679 10.4431241 11.1973117 11.2575052 1.4157046 12.9192562 11.2543575 10.2721044 11.0983809 -1.1694201 11.1172741 6.5380756 6.6949025 8.7240179 9.9753745 10.0504899 4.8898969 7.8994947 8.9804635 5.5172158 10.5128331 5.5721833 10.9909029 9.2632582 5.5031420 4.4745723 10.6190269 9.4491018 9.0328403 11.7910803 11.0217756 8.5738676 9.5441028 9.0703150 11.3603909 8.6699200 14.2423597 7.4172930 10.5805858 NA 8.0384872 8.4835615 9.4278379 0.4156505 8.7761603 9.8447368 6.5518159 9.2736599 7.6120760 10.8613835 9.1672229 NA 3.6886951 10.6769903 10.1068407 10.2095530 -1.1694201 9.9772851 12.1433157 9.0474623 9.5897723 13.4645062 5.7286824 2.4156776 10.4996014 12.8704065 10.4408184 12.4621208 12.2873274 11.2624751 9.6299980 9.6243197 7.3145325 9.2076557 10.9112008 9.5346200 5.6508966 12.1207352 1.6380738 5.3698747 6.8194012 6.7010805 12.8227801 12.1205912 10.2533068 10.8930998 9.2337285 11.2569811 9.4509361 10.9038538 10.1201589 2.8307218 0.4156505 NA 10.1396241 7.1907294 11.2331236 9.9709070 1.6380738 7.5276842 7.5755498 11.9426671 7.7820009 8.6777735 7.2443439 TCGA-B3-3926 59 0 NA 307 kidney stage i t1 nx m0 19-3-2015 female 2010 126 NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 51.60.0 4 NA NA NA 4 3 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.323232e-07 3.121212e-07 15.739994 11.487386 11.047523 13.086314 12.228369 10.642745 9.239569 11.242453 6.100805 11.616100 6.918690 10.105997 2.902865 13.719661 NA NA 5.354561 12.183090 11.573665 11.313254 8.075145 11.214947 12.670173 9.574458 9.133945 8.765229 8.744661 8.508889 6.954954 0.025390 0.049006 0.074121 0.023100 0.064713 0.037359 0.000000 -0.852410 0.049006 0.049006 0.049006 0.074121 -0.813510 0.072684 0.048404 -0.835190 -0.835190 -0.835190 -0.826430 0.048404 0.057511 0.057511 -0.841550 -0.841550 -0.834540 0.061937 0.000000 0.000000 -0.866490 -0.413550 -0.400860 0.000 0.000 0.000 0.000 0.000 0.000 -0.821 -0.842 -0.842 0.000 0.000 0.000 0.000 -0.160 -0.160 0.000 0.000 -0.832 -0.832 0.000 0.000 -0.854 -0.866 0.000 0.000 0.000 0.000 -0.819 -0.819 0.000 0.000 -0.835 -0.835 0.000 0.000 -0.841 -0.841 -0.826 -0.826 -0.462 -0.462 0.000 0.000 0.000 0.000 0.000 0.000 -0.821 -0.842 -0.842 0.000 0.000 0.000 0.000 -0.160 -0.160 0.000 0.000 -0.832 -0.832 0.000 0.000 -0.854 -0.866 0.000 0.000 0.000 0.000 -0.819 -0.819 0.000 0.000 -0.835 -0.835 0.000 0.000 -0.841 -0.841 -0.826 -0.826 -0.462 -0.462 10.942107 8.329130 10.026074 8.711735 11.424119 5.985327 10.253674 6.291136 14.265615 2.622766 14.112462 7.752040 13.038801 3.515839 13.182817 9.006462 10.081603 12.921556 9.352621 4.965152 9.350678 13.719661 9.300225 13.099576 11.554128 7.172954 9.732028 12.822430 7.278927 8.583587 NA -1.184752 10.315746 7.072790 12.1077240 10.7994647 11.3145008 NA 13.2202778 10.2717567 10.6892309 11.4551952 NA 11.4751753 1.9853183 4.9853274 7.6065651 9.5811028 10.5270693 5.2713883 8.4264270 8.3212138 4.2416648 10.8750847 1.1373068 10.6134690 8.5984006 0.4003193 4.6227547 10.0763218 9.3458086 9.8026663 12.1363439 9.9226193 10.0199735 9.4798496 9.5635952 11.7128697 9.6819085 13.1461092 7.4467980 11.0964630 NA 6.9058852 7.6795885 9.7969697 0.4003193 9.7087039 9.4511204 4.4301113 8.4931221 4.6980462 11.5343632 10.1059973 NA -1.1847525 7.3622972 10.6691017 9.4619611 NA 10.3117568 10.9959331 9.5526497 10.2809687 14.1921382 6.1729535 0.8154115 11.4356221 12.9943783 12.1830901 12.5353259 13.0995758 11.5541280 10.3012316 9.6259740 6.7041457 9.8123347 10.2358889 10.2931605 0.4003193 12.2448091 -0.1845885 6.9549535 7.2789270 6.7222925 13.8871131 12.3105078 9.6757134 11.4461245 10.3743013 11.4488517 9.6138742 10.2794375 9.9683209 -1.1847525 NA NA 10.9533541 7.2343931 9.3046682 9.9048529 NA 6.7102196 8.3092576 11.7145704 7.7041457 8.7087039 8.2500307 TCGA-B3-4103 56 0 NA 930 kidney stage i t1a nx m0 19-3-2015 male 2010 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 51.60.0 3 NA NA NA 3 1 3 3 NA NA 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 1.976768e-06 6.242424e-07 16.095952 11.842716 12.478274 13.937670 11.836905 10.258105 8.483581 10.455815 9.462692 11.428440 8.543265 8.817005 3.009652 13.736483 NA -1.160363 5.029550 10.862786 11.959759 10.849204 9.283705 11.413609 12.667366 10.331578 10.215851 8.396231 9.979277 9.620265 8.410662 0.0210030 0.0210030 0.7636400 -0.0143850 0.7527500 0.6962800 -0.0586350 -0.0116500 0.0210030 0.0210030 0.0210030 0.7489800 0.0187630 -0.0204510 -0.0143850 0.0024575 0.0024575 -0.0105240 -0.0120640 -0.0296230 -0.0131660 -0.0131660 -1.1685000 -0.0157810 -0.0341250 1.3900000 -0.0586350 -0.0586350 -0.0636070 0.1573100 0.1497700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.390 1.390 0.696 0.696 0.761 0.761 0.000 0.000 0.000 0.000 0.696 0.696 0.000 0.000 0.000 0.000 0.749 0.749 0.000 0.000 0.000 0.000 0.000 0.000 0.726 0.726 0.000 0.000 0.000 0.000 0.157 0.157 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.390 1.390 0.696 0.696 0.761 0.761 0.000 0.000 0.000 0.000 0.696 0.696 0.000 0.000 0.000 0.000 0.749 0.749 0.000 0.000 0.000 0.000 0.000 0.000 0.726 0.726 0.000 0.000 0.000 0.000 0.157 0.157 9.9423570 9.0058884 9.3991023 9.0876527 11.5305962 4.8397228 10.3320791 6.8284094 14.3664995 3.5946083 13.4001177 11.9970721 13.8273889 6.0491777 12.7434188 8.4745362 10.2633664 13.4323574 10.2125903 5.3943152 9.5701954 13.7364833 9.3652459 11.8092916 11.0763374 10.2981318 9.2373998 12.8923781 6.1884524 8.6646841 0.4247071 -1.1603628 9.4284397 7.4133724 10.1331968 11.1423641 11.0202560 3.0876495 12.7036210 10.8481538 9.9824704 10.8582731 0.8397178 10.8547917 6.3554251 5.3475204 8.3114005 9.5470842 8.8813844 4.6726177 7.8170054 9.0503964 4.5946142 10.0994684 5.6341402 10.6414335 8.8648646 3.1616459 4.0096517 10.3817897 9.4727203 9.9824704 11.3532061 10.5297232 8.0947539 8.0071434 8.8026210 11.3952729 9.0083972 14.8038178 8.1209828 10.4128990 -0.1602016 7.8091404 7.9058142 10.3832404 1.1616297 8.7719400 9.9449789 7.1751154 9.5744348 7.5086101 10.7077760 8.8170051 NA 0.8397178 11.0769351 9.7541103 9.5684960 -0.1602016 9.6365760 11.7070039 8.7630526 8.9869302 13.5974798 6.5255255 3.5946083 10.3871017 12.9153714 10.8627864 12.1210757 11.8092916 11.0763374 9.8648648 9.5539708 7.2406044 9.4125392 10.6251776 9.4387081 3.7939167 12.2683470 2.5401761 4.3943152 6.1884524 6.1616539 12.4332785 11.8734923 10.1303201 11.1759527 8.1773473 10.9361109 9.2395372 10.5170044 10.0503965 1.4247071 -0.1602016 NA 10.4461304 7.1502926 10.4788759 9.9619060 0.8397178 6.5121510 8.7238957 11.6261990 7.5086101 8.4871836 7.0344821 TCGA-B3-4104 75 0 NA 1049 kidney stage ii t2 nx m0 19-3-2015 male 2010 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 51.60.0 2 NA NA NA 4 3 3 4 3 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.051852e-06 1.075084e-06 15.8055320 12.3452331 7.1566221 10.5605421 9.6955093 10.5331859 8.7499974 10.7436928 14.4304591 12.2092383 8.1310873 9.9567278 7.3844289 10.7836764 14.6225112 0.3237736 2.4936473 8.8648293 11.6719074 10.6696922 8.6068208 11.2002496 13.2583449 10.6467874 10.7267446 9.5752149 8.7749438 10.0499508 8.3012127 0.01726400 0.01405100 -0.00989330 -0.98632000 0.00152550 1.61180000 -0.02973300 0.00889200 0.01173100 0.01712400 -0.19637000 0.00346870 -0.15797000 -0.01849000 -0.98632000 0.00124810 0.00124810 0.00124810 0.67976000 -0.02315500 -0.59136000 -0.59136000 0.00000000 0.00000000 -0.00055444 -0.00526100 -0.02973300 -0.01656700 -0.00207840 -0.03286000 -0.03449500 0.000 0.000 -0.890 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.995 0.995 0.000 0.000 0.000 0.000 0.000 0.576 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.680 -0.259 0.000 0.000 0.000 0.000 -0.890 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.995 0.995 0.000 0.000 0.000 0.000 0.000 0.576 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.680 -0.259 0.000 0.000 9.763563 9.486124 10.918990 9.286629 12.299222 8.209429 10.932449 8.508608 13.114183 4.493660 14.027474 14.381428 14.764018 6.981944 13.335047 7.272100 11.386453 15.272967 4.277925 4.533183 9.091917 10.783676 9.926432 13.519950 7.989069 11.146303 8.760444 13.143413 2.131096 1.645656 4.411196 1.908698 10.739474 7.659123 10.8754408 11.8771219 11.0250390 0.3237736 11.8826316 12.2061846 10.9494414 9.8443513 NA 11.2977886 7.6724607 6.8315277 8.0819558 10.0379781 6.4426732 8.6186520 8.1692225 8.1817138 6.5036413 9.1359098 9.6680285 10.9743356 9.6240852 3.2306181 6.7913387 9.9657843 10.4886395 8.8590079 11.5200273 12.0115456 7.0985196 10.7666761 11.1095937 10.8065405 9.5763980 13.8615577 8.6134749 10.5017749 NA 7.5932798 7.7666760 10.0084811 0.3237736 8.8472945 10.3978741 10.3783369 8.8185282 5.3681258 11.3537100 9.9567278 0.3237736 0.3237736 8.1018097 10.5036417 9.8754408 0.9086592 10.6635826 11.5184895 9.6768795 10.1715729 11.5020862 6.7329543 5.5331864 10.7262118 12.4560716 8.8648293 13.0664631 13.5199505 7.9890686 10.2433409 8.8512096 4.9086928 9.0586961 10.8344967 9.9301378 4.9961582 12.3149001 3.9675929 5.8783207 2.1310956 7.8035131 14.5273008 13.5086854 10.1910113 10.2492870 6.9747840 9.9255034 10.0448318 11.1335007 11.1502811 1.3237159 2.3237447 2.7831633 9.7594029 8.1077459 10.9587886 10.0154761 0.3237736 9.0869451 6.3898215 11.8245745 6.9236460 7.7872568 7.6680283 TCGA-B3-8121 48 0 NA 379 kidney stage i t1 nx mx 19-3-2015 female 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 246.42.0 1 1 1 5 1 3 3 4 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.421885e-06 6.589225e-07 16.254589 11.697063 11.814657 12.980166 9.372520 10.344296 9.027513 10.291177 8.186148 11.533298 8.389993 9.048509 3.651718 13.378825 1.128161 1.935497 7.317981 11.638426 11.284609 10.421053 9.172551 10.869623 12.572136 10.645334 10.308065 8.415869 9.438769 9.282974 7.445886 0.0070826 0.0070826 0.0031910 -0.0127130 0.3789100 0.3505500 -0.0336770 -0.0036936 0.0070826 0.0070826 0.0070826 0.0031910 0.0034687 -0.0199410 -0.0127130 -0.0049844 -0.0049844 -0.0049844 -0.0071958 -0.0056757 -0.0037395 -0.0037395 -0.0063668 -0.0063668 -0.0134020 0.3593700 -0.0336770 -0.0336770 -0.0305070 0.0563700 0.0563700 0.000 0.000 0.000 0.000 0.000 0.000 0.382 0.000 0.000 0.359 0.359 0.351 0.351 0.000 0.000 0.000 0.000 0.000 0.000 0.359 0.359 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.379 0.379 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.382 0.000 0.000 0.359 0.359 0.351 0.351 0.000 0.000 0.000 0.000 0.000 0.000 0.359 0.359 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.379 0.379 0.000 0.000 0.000 0.000 0.000 0.000 9.7738147 8.9274378 10.1040043 8.2804414 11.3638714 4.1281532 10.6624592 7.2574397 16.0535833 6.1834389 13.7974844 15.1142873 13.2818667 5.4135602 12.4401884 9.0380495 10.2677077 13.1399951 9.3605772 7.3130318 9.1942454 13.3788249 9.0910524 12.2974551 11.1214486 9.6129792 8.6846624 12.9015016 6.5460085 7.5669483 0.1281614 NA 10.0229742 7.2156194 9.8897076 11.6069260 10.9233843 3.9861378 12.2222340 11.0986218 10.2334101 10.8229495 NA 10.8242546 6.5544216 6.6980115 9.0794410 9.4613116 9.7336358 5.8657085 8.0765238 8.9290563 6.2880281 10.2029668 3.9861378 10.3689477 9.2129647 7.4135585 7.0997002 10.8462611 9.6028762 9.3497434 11.3861334 10.6789032 7.5998318 8.9578792 9.2753612 11.2298038 9.3878997 14.1004631 7.9848929 10.2747250 NA 7.9066603 9.0305314 10.4646630 1.9354975 9.1139984 9.9443400 2.4500895 9.1955907 8.7280691 11.0263798 9.0485092 NA 3.2156165 11.1125748 10.5454815 9.9547048 NA 10.2949472 11.0544524 8.8111508 9.4478286 13.7118268 5.9406554 2.1281614 10.2340649 12.5552072 11.6384260 12.4131250 12.2974551 11.1214486 10.0514839 9.1888524 7.3713306 9.9754878 10.5586089 9.1463566 8.2049721 12.6607558 2.7131239 5.8696222 6.5460085 6.6359517 13.1542968 12.1358845 10.2399441 11.0054405 9.6049025 10.6918293 9.5937228 10.5285022 10.1040043 4.4135602 -0.8719706 NA 10.7805532 8.2482905 10.9483593 9.8946853 2.7131239 8.9290563 8.5247611 11.7957115 7.5031961 8.3949428 7.5793672 TCGA-B3-A6W5 43 0 NA 309 kidney stage i t1 nx mx 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 344.34.0 3 3 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 16.370669 10.882542 12.339187 14.261601 13.570327 9.954603 7.454238 11.015569 9.552867 11.688090 9.115311 7.980559 3.079958 13.567402 NA -1.443791 2.948713 11.752842 11.604749 10.977406 8.736302 11.176842 12.694425 10.223948 10.800757 8.806692 10.107621 9.320435 6.770713 0.68552000 0.68552000 0.71754000 -0.01009400 1.45010000 0.73057000 -0.00710520 -0.00041585 0.68552000 0.68552000 0.68552000 0.71754000 -0.00616600 0.01558700 -0.01009400 -0.01587900 -0.01587900 -0.01615600 -0.09762700 -0.00537390 0.00083195 0.00083195 -0.00567570 -0.00567570 0.02258500 0.75089000 -0.02739800 -0.00710520 -0.00013862 0.24264000 0.24264000 0.000 0.000 0.000 0.000 1.414 1.414 -0.125 0.000 0.000 0.751 0.751 0.731 0.731 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.686 0.686 0.718 0.718 0.000 0.000 0.000 0.000 0.000 0.000 1.451 1.451 0.000 0.000 0.000 0.000 0.243 0.243 0.000 0.000 0.000 0.000 1.414 1.414 -0.125 0.000 0.000 0.751 0.751 0.731 0.731 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.686 0.686 0.718 0.718 0.000 0.000 0.000 0.000 0.000 0.000 1.451 1.451 0.000 0.000 0.000 0.000 0.243 0.243 9.110023 9.350809 9.166496 9.500373 10.725692 5.270637 10.256400 7.756066 14.749803 5.297859 13.727844 9.704234 13.624080 3.726319 12.013004 8.097490 10.313367 13.285749 10.086800 5.141355 7.411262 13.567402 8.744982 11.914358 10.164186 7.790013 8.076029 12.680595 5.804322 8.912845 3.765842 NA 10.423286 6.726319 10.5098623 11.7124764 11.0838703 2.0158187 12.2118123 10.3560797 10.8403499 9.5003733 1.8783330 10.0926406 6.5953127 5.6224824 9.2481368 8.8325179 8.4496951 6.1111357 8.3733768 9.5863707 6.1857496 9.4474176 6.3508084 10.3677680 8.9281701 2.8043221 7.0482460 10.5383174 9.5308080 9.5627194 11.1731719 9.5171194 7.8441057 9.3402102 8.9983002 11.7370795 9.2832331 14.4154185 7.6589726 10.7496107 NA 7.8689361 7.6438562 10.1688011 2.2568295 8.6412017 9.7499187 5.2568333 8.8452595 6.3701747 10.7499187 7.9805595 NA 4.2843142 10.4116512 10.7505346 10.6014704 -0.4435951 9.4213533 10.8217154 9.2402652 10.0617087 13.1173829 6.5195199 4.2002532 10.5250601 12.0875311 11.7528418 12.0875311 11.9143577 10.1641860 10.2345533 8.6035173 6.9227152 9.7426872 10.1214954 8.7437455 0.8782937 12.8244967 1.7263081 6.3508084 5.8043221 5.2146067 12.4173077 11.8250815 10.9546026 11.3906669 8.9095403 10.2615937 10.0863119 10.0019255 10.0858239 0.5564049 0.1413020 NA 10.1789028 8.4446646 10.4806120 9.2437690 0.5564049 7.6035173 8.6130310 11.7617284 6.8137812 7.3475558 7.2877124 TCGA-B9-4113 64 1 1536 1536 kidney stage i t1 nx NA 9-10-2014 male 2002 1534 NA NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 51.49.0 2 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 2.219528e-06 7.629629e-07 16.004426 10.739468 12.881119 13.388117 11.308215 10.157821 8.450979 10.582291 9.465579 11.451559 9.191919 8.705234 4.009965 14.848766 NA 2.976015 4.466347 10.638644 11.723645 10.871413 9.665850 10.721972 12.412928 10.792240 10.323481 8.895449 10.426444 9.014153 8.626112 0.01326700 0.02090300 -0.01432700 -0.00963440 1.36060000 0.68161000 1.34360000 0.00624810 0.01326700 0.01502800 0.02090300 0.00152550 0.00694350 -0.01397300 -0.00963440 -0.01300100 -0.00921890 -0.00921890 0.00805670 -0.01287800 -0.00069303 -0.00069303 -0.00199090 0.00069327 0.00319100 -0.00648040 -0.06652000 -0.03073400 -0.00926660 0.13984000 0.11226000 0.000 0.000 0.000 0.000 0.681 0.681 0.000 0.000 0.000 0.000 0.000 0.682 0.682 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.361 1.361 0.000 0.000 0.000 0.000 0.151 0.151 0.000 0.000 0.000 0.000 0.681 0.681 0.000 0.000 0.000 0.000 0.000 0.682 0.682 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.361 1.361 0.000 0.000 0.000 0.000 0.151 0.151 9.169602 8.813721 9.549485 9.015198 10.978967 3.043134 10.360956 6.873720 15.736233 4.168666 13.137210 9.881190 13.757066 4.869102 12.454162 8.664518 10.428799 13.383589 9.458682 6.628096 7.368335 14.848766 8.649790 12.145705 10.505542 8.954388 8.355190 12.977426 7.259658 8.780917 -1.416192 NA 9.169602 7.822106 10.1559272 11.4956544 11.3709911 3.1686581 12.3327321 10.8307381 10.0240508 10.4800331 0.5837116 10.1984105 7.1611299 6.4102495 9.1761577 9.5062852 9.5232799 2.8452291 8.2329567 9.2002496 4.9235486 9.7058815 6.0994004 10.5196023 9.2365457 4.6497879 5.3650591 10.8390244 9.7778420 8.4038795 11.3970811 10.4094545 7.9952114 8.9112533 9.2454788 11.4536800 9.0181829 14.3013236 6.8266845 10.4571449 NA 7.9544534 8.6239905 9.4370103 2.2841291 8.5055416 9.8580788 4.4416827 9.3867825 8.1780254 10.7158790 8.7052343 NA 1.1686420 10.9349160 10.4046774 10.2962277 0.1686420 9.9073185 11.8704028 8.7321773 9.2057524 13.4774288 6.7070982 1.3910528 10.5092551 12.4818297 10.6386441 12.1518944 12.1457046 10.5055416 9.6631856 8.6605162 7.1910306 8.9844307 10.2680110 9.1582941 4.8316290 12.1514192 0.5837116 4.0099652 7.2596576 4.7536259 13.0843640 12.0909998 10.3335701 11.1805892 9.1392485 10.7476648 9.4965900 10.5125892 10.2966575 -1.4161921 1.1686420 NA 10.3890416 7.3937585 11.7857005 8.8644716 0.1686420 8.0099652 8.1554533 12.0730469 7.6389832 8.7980197 7.5977211 TCGA-B9-4114 49 0 NA 857 kidney NA t2 nx NA 9-10-2014 male 2009 21 NA NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 51.49.0 3 NA NA NA 1 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 3.086532e-06 8.323232e-07 16.640501 12.063255 11.781779 14.968761 9.677389 9.727673 7.849264 10.423794 9.476099 10.317054 9.675777 7.655069 2.881449 13.367097 NA -1.205896 1.963918 11.487033 11.544457 10.570415 8.985041 9.841106 12.171057 9.612564 10.857714 8.989969 10.715079 8.870797 8.274166 0.0100510 -0.0120850 0.6050900 -0.0185830 0.4652500 0.6314000 -0.0122560 -0.0106900 0.0100510 0.0100510 0.0156320 -0.0089461 0.5890200 -0.0152840 -0.0185830 -0.0146620 -0.0240200 -0.0240200 -0.0109600 -0.0119390 0.0098291 0.0098291 -0.0121750 -0.0088081 0.0103300 0.5758200 -0.0122560 -0.0122560 0.0096333 0.1459100 0.1475500 0.000 0.000 0.000 0.000 0.588 0.588 0.000 0.000 0.000 0.576 0.576 0.631 0.631 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.130 0.000 0.000 0.000 0.566 0.566 0.591 0.591 0.000 0.000 0.000 0.000 0.465 0.465 0.000 0.000 0.000 0.000 0.152 0.152 0.000 0.000 0.000 0.000 0.588 0.588 0.000 0.000 0.000 0.576 0.576 0.631 0.631 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.130 0.000 0.000 0.000 0.566 0.566 0.591 0.591 0.000 0.000 0.000 0.000 0.465 0.465 0.000 0.000 0.000 0.000 0.152 0.152 8.8080024 9.8431499 9.5794346 10.1023210 9.4557602 2.4944156 10.6312157 7.3864394 16.3350105 5.6141621 12.8762142 11.2012497 13.7886006 5.9538542 12.9510131 8.5522053 9.8634318 13.2281541 10.1170368 6.0323874 8.5269972 13.3670966 7.8246489 12.4741217 9.3761239 10.2564842 7.1776866 12.6130634 5.3175429 7.9411867 1.1158989 -0.2060625 10.6914494 7.8492643 9.0155692 11.0750427 11.1260185 -1.2058961 11.4201473 9.8031108 10.5060790 9.9595172 NA 10.2610780 6.5687694 5.7128461 9.9155155 7.9284082 10.5505383 3.9554709 7.6735649 9.7604874 5.5753426 8.8301555 6.6457305 10.1282552 10.5346061 4.8814444 6.9588891 9.2948238 9.1147827 9.5193483 10.7833765 9.7001210 10.0131505 6.5286916 8.4486181 10.1085652 8.5047884 14.7849723 6.3063662 10.1288139 -1.2058961 7.6766553 8.4593181 9.3864389 2.9638995 6.3331410 9.5973058 8.2878375 8.8814447 5.8492637 9.3836332 7.6550691 -1.2058961 4.4664053 10.8992358 11.2707282 10.5060790 -0.2060625 8.2777979 10.8482471 7.9664097 8.5013412 12.6428983 6.3172299 0.3789555 9.9005449 11.9113004 11.4870333 11.6882314 12.4741217 9.3761239 9.6519630 7.4839802 6.3864385 8.4687568 8.7187945 9.0851527 4.1863025 12.8394857 1.3789555 3.8383770 5.3175429 2.4944156 13.8620305 11.8782921 11.1972604 11.8796204 9.0419096 10.6974873 9.3146007 9.9193955 9.7423492 -1.2058961 -0.2060625 NA 9.7247193 7.9151528 11.1997909 7.6237045 1.7939791 8.2878375 8.5471988 11.8218880 6.9232645 7.5184958 6.8546777 TCGA-B9-4115 53 0 NA 803 kidney stage i t1a nx NA 19-3-2015 male 2009 329 NA NA kidney papillary renal cell carcinoma yes 15 NA black or african american not hispanic or latino 51.60.0 2 NA NA NA 2 2 1 2 2 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 7 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 1.595286e-06 1.109764e-06 17.129308 11.970197 12.023420 13.094193 9.603775 10.197546 7.659485 10.599034 9.038557 10.483056 9.408004 7.966766 1.767104 14.972414 NA -1.554697 4.489562 10.772999 11.963161 10.762861 9.620091 9.998795 12.393168 9.896377 10.710488 8.553690 10.536270 8.206717 8.350823 0.00527490 0.00652620 0.07571600 -0.01139800 1.19810000 0.61643000 -0.02384000 0.00083195 -0.00568200 0.00652620 0.00652620 0.07674000 -0.01174900 -0.00539920 -0.01139800 -0.00678130 -0.00678130 -0.00678130 0.00413440 -0.01202400 0.00041593 0.00041593 -0.00304750 -0.01078000 0.00473560 0.01181800 -0.02384000 -0.02384000 -0.00221680 0.03186300 0.04975900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.615 0.615 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.198 1.198 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.615 0.615 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.198 1.198 0.000 0.000 0.000 0.000 0.000 0.000 8.466145 9.063551 10.036220 9.221599 9.877185 4.654619 10.039023 6.920899 16.150197 4.634988 13.240546 10.446222 13.897407 4.711952 13.188527 8.892249 10.202556 13.614112 8.792787 5.290657 8.644838 14.972414 7.721290 12.909775 9.678785 8.346032 7.695464 12.474108 6.916841 8.020705 1.252537 NA 9.148204 8.018813 9.7455182 11.3764571 10.9030594 2.4451705 11.6335999 9.7334550 10.6724807 10.1941970 NA 9.5789500 6.6497362 4.4675338 9.7148767 8.1456051 10.0658437 6.4338508 8.0357526 9.9004928 3.6930966 8.7224530 7.2428273 10.4356242 10.1615564 3.1456122 4.8714297 9.5464847 9.4792768 9.2677364 10.9569183 9.8353345 8.3788562 8.4895598 8.4051674 10.7763625 8.7555399 14.9743674 7.5136755 10.6018807 NA 8.0014420 7.6399224 9.9289814 1.2525368 6.6150911 9.9667660 3.7670933 8.9682080 5.6739832 9.6847640 7.9667661 NA 1.2525368 10.9465052 10.5233164 10.1434362 -0.5549090 8.9460073 10.8745724 8.8661785 9.4231609 13.1405027 5.8832078 -0.5549090 9.9294851 12.1597331 10.7729989 12.1171489 12.9097752 9.6787853 9.6157166 7.6300406 7.1386527 9.2258776 9.5866342 8.9784954 0.4451970 12.5217307 0.7670615 2.4451705 6.9168409 3.9370148 14.2172397 12.5571978 11.1834690 11.6747355 8.7994150 10.7535047 8.7614472 10.2545318 9.8240023 1.6150867 -1.5546971 NA 10.1438703 8.0916882 11.6693738 8.2281640 -0.5549090 7.9450113 8.8245438 11.8002414 7.4080613 9.6966480 7.2717142 TCGA-B9-4116 75 0 NA 627 kidney NA t2a nx NA 19-3-2015 female 2010 93 NA NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 51.60.0 4 NA NA NA 4 3 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.843771e-06 1.040404e-06 16.599045 11.457510 13.186341 12.687432 9.594413 10.671034 8.813053 10.867130 8.222444 11.574789 9.909505 9.537188 3.965055 15.609352 -1.356975 2.102557 2.343578 10.855928 11.966697 10.644184 8.604578 10.903754 12.766684 9.731916 10.439168 8.991856 9.915174 9.550770 9.793751 0.0127440 -0.0015745 0.0211320 -0.0093166 3.0816000 0.0423980 3.4493000 -0.6610900 0.0081289 0.0081289 -0.0015745 0.0032140 -0.0156310 -0.0093166 -0.0093166 -0.0012974 -0.0012974 -0.0012974 -0.6904600 0.0042826 0.0034185 0.0034185 -0.6817100 -0.6896100 0.0333570 0.0382960 -0.0108340 0.0249180 0.0462240 -0.3353000 0.2203100 -0.695 0.000 0.000 0.000 0.000 0.000 0.000 -0.690 0.000 0.000 0.000 0.000 0.000 -0.665 -0.665 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.690 0.000 -0.107 0.220 -0.695 0.000 0.000 0.000 0.000 0.000 0.000 -0.690 0.000 0.000 0.000 0.000 0.000 -0.665 -0.665 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.690 0.000 -0.107 0.220 9.641013 8.666882 10.027912 9.035445 10.828623 6.250458 10.320848 8.304906 14.233189 4.315552 12.826453 10.858054 13.581191 5.450482 13.352481 10.891352 10.426126 13.216302 9.714590 5.315552 8.679302 15.609352 8.889869 13.275726 10.918380 9.797946 8.543995 12.913496 7.437544 7.174509 1.643117 1.643117 9.376991 6.891056 10.2158282 10.7061859 12.0716190 -1.3569750 12.6768951 10.6484016 10.7607711 11.2483760 -0.3567903 10.8595707 7.7698326 5.9740451 9.6487525 9.4212052 11.2532300 6.4504822 7.9628000 7.7199439 7.3812202 10.0615077 7.1666903 10.8092910 8.2393178 4.8130526 7.9762834 11.3837520 10.2656374 9.2186671 11.7082075 9.9238988 7.3400958 8.7119061 10.9740448 11.5718314 8.7992110 14.2293521 8.2700233 10.6257651 2.1025574 8.1247257 7.4760179 10.5107928 3.0354480 9.0819198 9.4212052 5.7305911 7.8934265 2.8910497 12.0285860 9.5371879 0.2281106 4.5738653 8.5026628 10.6512064 9.4680868 -1.3569750 10.2738501 11.4551047 8.8105463 9.7246114 13.0974915 7.5390665 1.4504855 10.0999958 12.2071584 10.8559283 12.6072883 13.2757257 10.9183795 9.6731053 9.1996341 6.0181668 10.2353841 10.9154662 10.9557273 4.8329508 12.9385382 0.9650270 3.8130526 7.4375440 5.3435677 13.5751461 11.7016271 9.2688367 10.6847871 10.6973931 11.5351015 10.0343716 10.7717668 10.4862639 -0.3567903 NA 2.3435784 11.3578028 7.8030249 11.0179664 8.7555676 0.2281106 7.4504830 8.3539346 12.2160650 8.2224438 9.1449651 8.7775542 TCGA-B9-4117 48 0 NA 14 kidney NA t2 nx NA 19-3-2015 female 2009 14 NA NA kidney papillary renal cell carcinoma yes 15 1979 black or african american not hispanic or latino 51.60.0 4 NA NA NA 2 1 1 2 1 1 0 0 4 0 0 0 0 0 0 0 4 0 2 5 0 0 0 0 0 0 0 0 0 0 0 4 5 0 2 4 0 0 0 0 4 0 2 5 0 0 0 0 0 0 0 0 6.762626e-06 1.872727e-06 15.797548 11.856320 14.369722 13.297849 11.047871 10.875294 8.741183 9.572521 7.067652 11.162916 8.211205 10.506420 4.168794 13.733146 2.391190 2.391190 1.753776 9.933670 11.827475 10.814457 9.240261 11.287523 12.954387 9.908579 9.983648 8.117166 8.632323 8.816257 7.908849 0.578090 0.594580 0.577280 0.562050 0.541000 1.198500 -0.025072 -0.025078 0.578090 0.582460 -0.698390 0.579520 -0.039122 0.562050 0.562050 -0.037590 -0.041073 -0.041073 -0.025483 -0.036286 0.577550 0.577550 -0.062898 -0.043466 -0.034223 0.575490 -0.025072 -0.025072 -0.058843 0.258090 0.258090 0.000 0.000 0.569 0.569 0.000 0.000 1.043 0.000 0.000 0.574 0.574 1.183 1.183 0.000 0.000 0.000 0.000 0.000 0.000 1.165 1.165 0.354 0.000 0.580 0.580 0.580 0.580 0.000 0.000 0.562 0.562 0.000 0.000 0.542 0.542 0.000 0.000 0.000 0.000 0.258 0.258 0.000 0.000 0.569 0.569 0.000 0.000 1.043 0.000 0.000 0.574 0.574 1.183 1.183 0.000 0.000 0.000 0.000 0.000 0.000 1.165 1.165 0.354 0.000 0.580 0.580 0.580 0.580 0.000 0.000 0.562 0.562 0.000 0.000 0.542 0.542 0.000 0.000 0.000 0.000 0.258 0.258 10.3664246 9.0473603 10.4741002 8.4967252 11.9513871 3.8317658 10.3883703 6.6172588 15.3214529 4.3651956 13.6766343 10.9018137 13.7672774 5.1384254 12.8479118 8.5175265 10.3762195 13.2859544 11.0045856 5.9501581 10.0721782 13.7331463 9.2375766 12.2127370 11.3282492 9.7853472 9.3602688 12.8226884 7.1073981 8.6779134 0.5838079 -0.4161921 10.6145030 7.8784568 10.3198149 12.1139983 10.9040723 5.2562596 13.0263906 10.8611232 10.5852441 11.4328499 NA 11.7296088 4.4167249 6.4603527 8.4418167 10.1191112 9.9577885 5.0916321 8.3437240 8.1669188 4.4418154 10.4072031 5.0432658 10.2491718 8.3219281 4.6712990 5.1687985 10.0539863 9.3134565 9.1781604 12.0102316 11.2211400 8.0391631 9.3627344 9.8715481 11.6803863 9.1005207 14.5095293 7.2531109 10.8801785 NA 7.4732487 8.4526584 11.6294249 1.5838560 9.2058876 10.7014790 5.5838350 9.2589108 8.7550127 12.2032534 10.5064203 NA 4.9057649 11.1617367 9.7730427 9.7060168 1.7537757 10.5000886 11.5358490 8.9911037 9.5936645 14.3858473 7.6786522 2.9057552 10.9634850 12.5022332 9.9336699 12.6098405 12.2127370 11.3282492 9.7668509 9.6890896 7.2384716 10.1630527 10.7984585 9.8138562 5.7637462 11.6912164 1.9057745 3.8317658 7.1073981 7.4040150 13.5742953 11.9195053 9.7221077 11.0412167 10.1814229 11.5596838 9.1846780 10.4151431 9.0626056 0.5838079 0.9057360 NA 11.3831174 6.7658331 11.0636010 10.5492594 1.3912178 7.6034268 8.4937290 11.8240309 6.9718528 9.1678587 8.9696982 TCGA-B9-4617 41 0 NA 35 kidney NA t1a nx m0 19-3-2015 male 2010 34 NA NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 51.60.0 2 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 17.197094 12.474315 10.360455 13.982060 9.080253 9.336630 7.308327 10.085822 10.429030 11.054519 8.895104 6.717911 2.428410 13.220381 NA 2.717912 2.958917 11.868581 11.128821 10.458151 9.697271 11.014201 11.998471 10.915351 11.227146 8.785956 9.827385 9.121116 7.236618 0.0856540 0.0885480 0.8458300 -0.0188100 1.7082000 0.7971500 2.0962000 -0.0677090 0.0755230 0.0885480 0.0599410 0.8280400 -0.0198630 -0.0040207 -0.0188100 -0.0193020 -0.0107840 -0.0107840 -0.0040162 0.8572000 -0.0085219 -0.0027707 -0.0221950 -0.0214860 -0.0124480 0.8249500 -0.0665200 -0.0678120 -0.0590000 0.3129100 0.3225600 0.857 0.857 0.000 0.000 0.861 0.861 0.865 0.000 0.000 0.837 0.837 0.797 0.797 0.000 0.000 0.000 0.000 0.000 0.000 0.758 0.758 0.000 0.000 0.000 0.000 0.846 0.846 0.000 0.000 0.000 0.000 0.000 0.000 1.692 1.692 0.000 0.000 0.000 0.000 0.374 0.374 0.857 0.857 0.000 0.000 0.861 0.861 0.865 0.000 0.000 0.837 0.837 0.797 0.797 0.000 0.000 0.000 0.000 0.000 0.000 0.758 0.758 0.000 0.000 0.000 0.000 0.846 0.846 0.000 0.000 0.000 0.000 0.000 0.000 1.692 1.692 0.000 0.000 0.000 0.000 0.374 0.374 8.7179108 8.9999462 9.8044089 9.6742209 10.3157940 2.5804108 9.4848914 7.1226655 15.1748951 4.2584812 12.7445599 10.1094473 13.2961118 5.7179094 12.5710288 6.8434412 10.2199288 13.5487140 10.9388386 5.4082261 8.4944932 13.2203809 7.3670032 12.5163089 9.9623826 8.8092260 7.8092260 12.4965852 1.2584586 8.5893961 -0.7415414 NA 8.7563308 7.0722602 9.3617668 11.7908350 11.0897863 -0.7415414 12.0539100 10.4624388 10.1721166 9.5508006 2.0658480 10.1234390 4.9589169 5.6335184 8.9727245 8.8509360 7.7096904 4.5064052 7.2068464 9.3339583 4.5064052 9.1743585 6.9727248 11.1160714 10.4606029 2.0658480 2.2584888 10.5473451 9.5016531 9.4044112 11.3191750 9.7260846 6.3877623 8.5713621 8.1862569 10.5571145 8.7976379 15.4895127 6.6870901 9.9571838 NA 7.5415675 8.1195658 9.5450369 1.8434613 8.1008295 10.0577607 2.9589169 8.4056840 4.7179122 10.2350432 6.7179108 NA 0.8434211 9.3419584 11.3228850 10.4202408 -0.7415414 9.4800661 11.0597833 7.7583252 8.7281209 13.8788708 6.5131291 4.8731882 10.1892165 12.4590712 11.8685811 12.5074444 12.5163089 9.9623826 10.6105225 7.6805438 6.6507961 9.0130158 9.9131152 8.3379639 2.5804108 12.9253688 2.0658480 1.5803867 1.2584586 4.6160283 13.6498100 12.1449378 10.8910199 11.4208704 8.9023353 10.1855162 9.7281209 9.5252655 10.5064066 -0.7415414 0.8434211 NA 10.1024001 8.3670298 10.7925923 8.1411221 -0.7415414 7.1164604 8.5369287 10.7844892 6.9095307 7.9554465 8.0945296 TCGA-B9-5155 71 0 NA 460 kidney stage iii t3a nx NA 19-3-2015 male 2010 19 NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 71.55.0 3 3 2 3 2 2 2 3 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 16.254788 11.364033 12.658083 13.818418 12.245339 9.916780 7.537223 10.640870 9.581618 11.675793 8.873898 8.371153 1.932364 14.502869 NA NA 2.347411 11.181475 12.188306 11.043932 9.429548 11.318224 12.134893 10.564448 10.767885 8.234620 9.099779 9.405390 6.951953 0.0193630 0.0193630 0.7719500 -0.0011087 0.7831100 0.7898700 -0.0261670 -0.0019399 0.0193630 0.0193630 0.0193630 0.7719500 0.0000000 -0.0011087 -0.0011087 -0.0037395 -0.0037395 -0.0037395 -0.0062286 -0.0129890 0.0022193 0.0022193 -0.0016629 -0.0016629 -0.0091286 0.7721400 -0.0261670 -0.0095426 -0.0250720 0.1327300 0.1043900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.772 0.772 0.790 0.790 0.783 0.783 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.772 0.772 0.000 0.000 0.000 0.000 0.000 0.000 0.783 0.783 0.000 0.000 0.000 0.000 -1.160 -1.160 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.772 0.772 0.790 0.790 0.783 0.783 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.772 0.772 0.000 0.000 0.000 0.000 0.000 0.000 0.783 0.783 0.000 0.000 0.000 0.000 -1.160 -1.160 9.407419 9.066787 9.623523 9.578620 11.083378 4.476680 10.638282 7.065076 12.252786 2.991263 13.614807 11.084012 13.303230 4.128755 12.727792 9.839252 10.428549 13.770416 8.993057 2.347411 9.538458 14.502869 10.000244 11.845251 10.611548 9.532274 8.987644 13.387774 5.969450 8.801698 -1.652448 NA 9.517324 7.735416 9.52606372 11.51497373 11.05108608 -1.65244772 12.69238812 10.79474036 9.97356407 10.51763681 -1.65244772 10.76498758 6.80683056 3.15476141 8.94078986 9.61827812 6.76102725 4.27813347 7.72894155 9.04262710 3.66932163 9.99125497 7.01273515 10.47087358 9.49460362 -0.06763641 5.58580383 10.63366778 9.78150578 9.57621751 10.99373245 9.52294829 6.66932730 9.19053461 8.79137846 10.86112639 9.39588561 15.03885607 6.30113033 10.66198202 NA 8.05715455 5.91725511 10.51418954 2.34741054 9.33252915 9.99305726 5.86309845 8.75996872 2.59533656 10.85047910 8.37115327 NA 1.15477761 8.51857566 10.54461550 9.78515082 NA 9.82059719 11.48982499 8.99845053 8.67719496 13.72138541 5.54018540 3.39179521 10.14546552 12.50671829 11.18147475 12.45445235 11.84525061 10.61154809 9.87780513 9.47152017 7.70274965 9.33846007 10.22736480 9.17474147 0.34743889 12.88358527 -0.65267451 1.34738219 5.96944984 5.84724531 12.44402664 11.92305619 10.19014197 10.99777740 7.48695003 10.97721072 9.04001431 10.86728067 10.19719482 NA 2.73971851 -1.65244772 10.35547719 6.93119609 9.51048866 9.45134219 -1.65244772 5.46633999 8.64775125 11.54169395 7.19288851 8.09559165 6.52232416 TCGA-B9-5156 51 0 NA 1338 kidney NA t1a nx NA 19-3-2015 male 2010 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 71.55.0 3 3 1 2 1 2 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 2.60101e-06 6.936026e-07 16.746983 11.852390 12.614134 13.509458 11.608625 10.067903 7.955694 10.345069 8.059851 11.774985 8.166490 8.466791 1.730749 14.375237 -1.591179 NA 4.884534 10.965784 11.349372 10.731572 9.316441 10.841863 11.973544 10.358261 10.709438 8.614592 8.462725 9.377466 6.178768 0.01447000 0.01447000 0.58399000 -0.00401620 0.58775000 0.55992000 -0.03217800 -0.00553750 0.01447000 0.01447000 0.01447000 0.58399000 -0.00207840 -0.00401620 -0.00401620 -0.00609040 -0.00609040 -0.00790060 0.00069327 -0.01133500 0.00000000 0.00000000 0.00055459 -0.00083160 -0.00373950 0.57362000 -0.03217800 -0.03217800 -0.02466100 0.11872000 0.14236000 0.000 0.000 0.000 0.000 0.573 0.573 0.000 0.000 0.000 0.574 0.574 0.560 0.560 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.584 0.584 0.000 0.000 0.000 0.000 0.000 0.000 0.589 0.589 0.000 0.000 0.000 0.000 0.119 0.119 0.000 0.000 0.000 0.000 0.573 0.573 0.000 0.000 0.000 0.574 0.574 0.560 0.560 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.584 0.584 0.000 0.000 0.000 0.000 0.000 0.000 0.589 0.589 0.000 0.000 0.000 0.000 0.119 0.119 9.386079 9.126476 10.727907 9.286850 11.036561 6.248003 10.937253 6.936276 15.215852 3.993765 14.120735 13.150582 12.492777 4.052659 12.027070 8.211315 10.082550 13.173153 11.552183 5.766351 10.208890 14.375237 9.418628 12.421686 10.475898 8.777306 9.214543 12.893182 5.924499 8.494936 NA -1.591179 8.589951 6.397485 9.9547291 11.1771905 10.9942314 2.9937649 12.6432426 11.1405426 10.6096979 9.8931187 NA 10.6047866 6.4200259 4.7486491 9.8651538 9.1468917 10.1148636 7.3449661 7.4667911 8.5342130 4.8350651 9.8981456 7.0812246 10.7671758 8.7182757 2.5787214 6.6849239 10.9148589 9.5445086 9.8865576 11.3812407 9.7811203 7.4586478 9.1418147 9.5936746 10.9819731 9.4962622 14.4854897 8.1020949 9.9762801 NA 7.4930500 7.9843387 10.4003211 0.9937830 9.2361419 9.6889902 7.0012562 9.3036171 7.5509061 10.7889898 8.4667911 NA 0.4088205 11.0957375 10.6641230 10.0035904 NA 10.1477360 11.1802888 8.7685489 9.4031527 13.6618343 5.5624012 2.4962578 10.2329625 12.9431022 10.9657843 12.5657514 12.4216857 10.4758975 9.9313808 9.8245411 7.1502662 9.4816354 10.5261177 8.7935832 -1.5911795 12.8444045 0.7307486 5.9556941 5.9244990 6.6279672 12.8430425 11.8112785 10.6726553 11.2305733 8.3917931 10.7682744 9.4862828 10.5390481 10.0571569 0.7307486 4.0526593 NA 10.4130198 7.9283372 9.8948299 9.3846474 0.7307486 8.1316070 8.4896168 11.3483786 6.1901585 9.1256188 6.5173245 TCGA-B9-7268 59 0 NA 671 kidney stage ii t2 n0 m0 19-3-2015 male 2011 NA NA NA kidney papillary renal cell carcinoma yes 3 NA white not hispanic or latino 194.47.0 3 3 2 4 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.629966e-06 6.936026e-07 17.002139 12.352740 13.405566 14.532948 8.186144 9.722523 7.338462 10.361309 9.575759 11.859680 8.363456 8.220384 1.668891 13.711895 NA -1.652901 2.154292 11.652717 11.897776 10.379330 9.365140 11.091353 11.980049 10.365488 10.935655 8.921534 8.918693 9.876371 6.511596 0.0153430 0.0153430 0.7833100 -0.0177580 0.7781000 0.6717800 -0.0935350 -0.0333870 0.0153430 0.0153430 -0.0179410 0.7563100 0.0109820 0.0000000 -0.0177580 -0.0037395 -0.0037395 -0.0037395 -0.0273980 -0.0312230 -0.0232920 -0.0232920 -0.0117490 -0.0331090 -0.0486130 1.3907000 -0.0935350 -0.0935350 -0.0974950 0.1721100 0.1721100 0.000 0.000 0.000 0.000 0.746 0.746 0.000 0.000 0.000 1.391 1.391 0.672 0.672 0.000 0.000 0.000 0.000 0.000 0.000 1.411 1.411 0.000 0.000 0.000 0.000 0.783 0.783 0.000 0.000 0.000 0.000 0.000 0.000 0.767 0.767 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.746 0.746 0.000 0.000 0.000 1.391 1.391 0.672 0.672 0.000 0.000 0.000 0.000 0.000 0.000 1.411 1.411 0.000 0.000 0.000 0.000 0.783 0.783 0.000 0.000 0.000 0.000 0.000 0.000 0.767 0.767 0.000 0.000 0.000 0.000 0.000 0.000 9.3285073 8.8063718 9.2134462 10.0650447 11.2159554 4.4554653 10.5456920 5.9907961 13.8386992 2.8063653 13.7043545 9.1142967 13.3314029 1.5168724 12.2165338 7.9186927 10.3560687 13.6829234 9.4580756 1.9319099 9.4787969 13.7118954 9.6609568 11.8436690 10.4137020 6.8744171 8.9449925 13.2623526 5.2658044 8.8646093 -0.6531282 -0.6531282 9.7679528 7.0158254 9.96807606 11.70819840 10.82873939 0.34698525 12.53413740 10.91892956 10.23872370 9.81607293 4.47622613 10.53645569 4.32422016 1.51687244 8.88415831 10.06247308 7.84279471 4.25383047 6.95796450 9.50049197 3.99080060 9.71708243 6.24780602 10.01138731 9.71871660 2.59485903 4.99079606 10.73280238 9.30621757 9.19321387 11.43506566 9.72685982 7.74354459 9.28798750 8.56610847 11.19966455 9.26633211 15.24304766 8.50584013 10.15228079 NA 7.51003621 6.22958216 10.61489707 -0.65312819 9.42642474 9.89238723 4.87050282 9.04468072 4.43440138 10.61167580 8.22038413 -0.06809006 1.15432396 8.36235504 10.64012425 9.74461456 1.93190994 10.09471336 11.55486945 8.40763572 8.99259851 13.80220298 5.70114425 1.51687244 10.08503221 12.89051561 11.65271674 12.40264608 11.84366895 10.41370197 9.83025200 9.57756101 7.73064403 9.11827250 10.14662633 9.00336471 1.80636531 12.91162538 -0.65312819 0.34698525 5.26580442 5.61372612 13.02079119 12.19800578 10.73898902 11.45840174 8.66886797 10.61460449 9.43440284 10.45121111 10.26468502 -0.06809006 NA NA 10.28210499 7.26308794 10.05086951 9.43440284 1.93190994 6.09513325 8.66435270 11.07017429 6.88997236 7.10516367 6.33562438 TCGA-B9-A44B 70 0 NA 64 kidney stage iii t3b nx NA 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes 15 NA black or african american not hispanic or latino 266.43.0 4 2 1 7 4 1 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 3.502693e-06 1.248485e-06 16.564653 12.466141 11.197538 13.875417 8.492741 9.076881 6.855037 9.676574 10.644744 11.158429 9.536690 7.000888 6.470374 12.582813 NA 3.759880 2.300446 11.243329 11.234051 9.855037 8.608787 9.630245 12.379766 10.088351 10.718828 8.615598 10.796303 10.574827 7.399586 0.29369000 0.27780000 0.15456000 0.00908460 -0.00033342 0.10649000 -0.21843000 -0.39704000 0.29369000 0.27780000 0.29350000 -0.32107000 -0.09163300 0.10707000 0.00908460 -0.93154000 -0.46574000 -0.46574000 -0.01114500 -0.91180000 -0.91404000 -0.91404000 -0.09308800 -0.09308800 0.02252600 0.91479000 -0.91336000 0.13915000 -0.40414000 -0.88098000 0.61016000 -0.909 -0.439 -0.296 -0.430 0.000 0.000 0.000 0.000 0.000 0.930 0.930 0.000 0.101 0.000 0.000 -0.220 -0.220 0.000 0.000 0.000 0.000 -0.560 -0.404 0.278 0.278 -0.167 0.155 0.000 0.000 0.000 0.000 0.000 -0.466 0.000 0.000 0.000 0.000 0.000 -0.892 -0.271 0.610 -0.909 -0.439 -0.296 -0.430 0.000 0.000 0.000 0.000 0.000 0.930 0.930 0.000 0.101 0.000 0.000 -0.220 -0.220 0.000 0.000 0.000 0.000 -0.560 -0.404 0.278 0.278 -0.167 0.155 0.000 0.000 0.000 0.000 0.000 -0.466 0.000 0.000 0.000 0.000 0.000 -0.892 -0.271 0.610 8.3905606 10.3489353 10.7119594 7.7140765 9.8891631 3.8240142 10.3570861 7.8082428 13.6621866 4.7598802 12.7912993 12.9981761 12.6418282 6.8703043 12.2185662 10.8235202 10.3705693 13.1187309 10.4122361 3.2073463 8.3745900 12.5828129 8.2222892 12.3092271 10.3248955 11.2480853 6.7842645 12.2762963 5.6754885 8.0112547 -0.6994662 -0.6994662 9.4716252 6.6491771 8.9568733 11.5477826 12.0553359 2.6223682 11.0086701 10.7877859 10.9961117 9.8674537 NA 9.6502824 7.5858504 4.6927675 9.7013278 8.5973647 8.3116757 6.4498915 7.3228160 8.1110198 5.5099017 8.8531174 7.8240104 9.6502824 9.3200392 3.0008834 9.1830914 11.0389629 9.8082430 8.0486411 9.5171942 9.6257538 6.6133313 9.3799332 10.2378222 11.0181248 9.7588550 14.1965915 9.4599539 9.6019446 NA 7.4356444 6.9657843 12.9662284 -0.6994662 7.9114729 9.3172566 7.4297314 8.7537188 0.8854182 10.4213342 7.0008879 NA NA 11.7544906 11.1404395 10.7721236 0.3004166 9.9878241 11.6013729 7.9693336 8.5601918 13.8143610 6.1817466 1.6223682 9.2118404 11.0628304 11.2433294 13.1196295 12.3092271 10.3248955 10.0427579 7.0078077 5.6223769 10.0963988 9.6927658 7.6754878 0.8854182 14.1949346 3.2073463 3.3004459 5.6754885 4.3879139 13.5159905 11.4112579 9.8072519 10.0069444 7.3004487 10.5129448 9.8483068 9.3678828 10.0121154 NA NA 0.3004166 10.6738573 7.3043878 10.9076492 8.0008879 4.8854133 5.4902717 9.2043303 11.5421337 3.8854084 6.5483765 7.0351576 TCGA-B9-A5W7 47 0 NA 585 kidney stage i t1a nx NA 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 325.39.0 2 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 8.670033e-07 2.427609e-07 16.200145 11.627780 11.795044 14.950401 11.185104 9.539791 7.518325 10.420558 9.805801 11.662757 8.496705 8.330853 1.826233 13.680049 -1.495736 1.089295 2.752235 10.767281 11.325832 10.379670 9.399123 10.647050 12.417849 10.695673 10.886929 8.491569 9.613482 10.081734 6.374546 0.0107030 0.0034063 0.0080567 0.0000000 0.8714900 0.8319600 -0.1127900 -0.0269880 0.0051829 0.0051829 0.0034063 0.0080567 0.0104240 0.0000000 0.0000000 -0.0008316 -0.0008316 -0.0008316 -0.0083005 -0.0120240 -0.0091286 -0.0091286 -0.0173910 -0.0173910 -0.0198970 0.8486900 -0.1127900 -0.0802550 -0.0614200 0.0839200 0.0839200 0.000 0.000 0.000 0.000 0.842 0.842 0.000 0.000 0.000 0.849 0.849 0.832 0.832 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.843 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.871 0.871 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.842 0.842 0.000 0.000 0.000 0.849 0.849 0.832 0.832 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.843 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.871 0.871 0.000 0.000 0.000 0.000 0.000 0.000 8.848601 9.209937 11.117173 9.481585 10.604639 3.311663 10.417942 6.870627 14.866865 4.481583 13.484043 9.940496 13.232013 3.027862 12.385419 7.245771 10.572747 13.799428 11.560773 5.324483 7.393048 13.680049 8.810367 12.554664 10.486942 7.365392 8.313269 12.729060 5.996158 8.920047 -1.495736 NA 9.526673 7.383888 10.12269032 11.49865826 11.29241137 0.82619254 12.17130545 10.46249501 10.39988009 9.76581219 NA 10.15490783 6.24577135 4.52666981 9.98610427 9.59309303 11.54219492 5.11901580 7.08550539 9.03178197 4.82623322 9.48301522 6.78970708 10.48658547 9.92689534 2.31164842 5.90518480 10.70734688 9.39000124 10.41307274 11.12200186 9.58711911 7.17673067 9.05216344 9.22454922 10.57610232 9.15250972 15.18493907 7.90422335 10.11163518 NA 7.83725893 7.33719460 9.47153114 2.50431530 8.77109127 9.54596393 4.20474328 9.20993727 6.01209932 10.77605964 8.33085325 -1.49573556 3.59176318 10.47800217 10.91157258 10.21166397 -1.49573556 9.04926918 11.31045163 8.05312655 9.28730306 12.99765996 5.36836677 4.25918961 10.00165772 12.64983900 10.76728054 12.55924826 12.55466369 10.48694199 10.06988298 8.92215740 7.81491759 9.27163693 10.29912684 8.59441717 2.59177515 12.95558035 0.08922694 5.17672967 5.99615822 5.48158634 13.33423712 12.71687722 11.06152916 11.45577167 8.02786675 10.66038790 9.85247973 10.15311181 10.27000536 0.82619254 1.82623322 NA 10.51273345 7.85637012 10.55007135 9.14906244 0.82619254 7.75223210 8.85855423 11.06200788 6.77109193 8.29057462 7.46140659 TCGA-B9-A5W8 50 0 NA 207 kidney stage ii t2b nx m0 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 299.44.0 1 1 1 7 3 1 1 1 NA NA 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 2 0 0 0 0 0 0 0 0 0 1.595286e-06 1.075084e-06 16.8143836 12.0135920 11.5208040 12.6205018 11.1309875 9.4460548 7.7650454 10.4151608 7.9103687 11.1648111 7.4114084 7.8488138 4.3289441 12.9626896 NA -0.7585259 4.5268889 12.1668526 11.7098455 9.9479796 8.0775341 10.4057620 11.9816860 10.4350090 10.4727047 7.9209637 9.0616625 9.4810821 7.9764301 0.00541390 0.00541390 -0.00085551 0.00000000 0.00471900 0.05238300 -0.07494500 -0.50888000 0.00541390 0.00541390 0.00791750 0.00736090 -0.01271300 0.00000000 0.00000000 -0.01558700 -0.01558700 -0.01558700 0.02707600 0.01953400 0.01744900 0.01744900 -0.55397000 -0.55397000 -0.54960000 0.04907900 -0.07494500 -0.07119300 -0.15643000 -0.09327100 -0.07401000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.554 -0.528 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.554 -0.554 0.000 0.000 -0.219 -0.102 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.554 -0.528 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.554 -0.554 0.000 0.000 -0.219 -0.102 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.1677797 9.2555040 10.0783230 9.0696200 9.7263066 3.7009168 10.4448317 7.0932327 16.7190601 5.1722195 13.1500639 8.6316525 12.8111019 4.4509341 12.4104691 9.6088983 10.0096680 12.6443624 10.2259021 6.9279841 7.0030344 12.9626896 7.7453093 12.3803953 10.5452643 8.3182992 7.8671922 12.2798882 7.6034275 6.2967657 -0.7585259 NA 7.8301983 6.5452641 10.2407791 11.1854635 11.2094303 3.9963707 12.3271220 10.1110775 10.8056331 9.9540106 -0.7585259 9.6750691 3.4114127 6.8853401 10.0277533 8.3835907 11.2920125 4.5880850 7.9139090 8.4189034 5.0994635 9.9812642 6.1241275 10.5291960 8.4436075 4.9419232 4.6677502 10.9816860 9.5372526 9.3759100 10.9947003 9.1087623 9.4325427 8.1603469 9.8008608 10.7278159 9.0979091 14.6139746 7.6208188 10.0236627 NA 7.5004268 8.7941526 11.6529946 0.2414741 9.0310171 9.2541081 4.2858756 7.9896766 8.4013548 10.8070618 7.8488138 NA NA 10.5164441 11.3646350 10.1521264 NA 10.0798997 11.0472275 8.0063553 9.0375233 13.9284765 4.3495917 2.0488290 10.1017946 12.5303497 12.1668526 12.1573630 12.3803953 10.5452643 10.1476227 8.9522902 7.4846578 10.5574992 10.0121475 8.7787021 3.8264468 13.0401579 2.0488290 2.4113991 7.6034275 4.9139090 13.5119607 11.6346059 9.7806425 10.7733524 9.9685532 10.1347852 10.3242979 9.9174407 9.9744989 NA NA NA 11.2762826 8.5148363 10.7378681 7.2072682 -0.7585259 8.9032616 8.9642912 10.9812642 6.2414837 8.7670045 7.3656051 TCGA-B9-A5W9 40 0 NA 5 kidney stage i t1b nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 299.44.0 1 2 2 4 4 1 2 4 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.011448e-06 5.20202e-07 15.8217084 12.3358365 11.8077754 15.2152547 8.3628880 10.4881500 7.6316478 10.6184939 9.4108414 11.4495071 8.5620256 7.9545273 2.0889218 12.7237242 NA -0.6115349 0.3884651 11.6622691 11.5112772 10.1065783 8.7427227 10.5786068 12.0443396 9.8365898 11.0431095 9.4930723 9.3441234 9.4491695 7.5280250 0.0203430 0.0203430 0.0000000 0.9731700 -0.0254830 1.8764000 -0.0440090 -0.0772400 0.0203430 0.0203430 0.0203430 0.0000000 0.9639100 0.9308100 0.9731700 -0.0146590 0.0000000 0.0012481 -0.0193140 -0.0305400 -0.0381700 -0.0381700 -0.0223320 -0.0223320 -0.0355850 0.9158200 -0.0440090 -0.0440090 -0.0720070 0.2765100 0.2195200 0.000 0.000 0.000 0.000 0.945 0.945 0.000 0.000 0.000 0.888 0.888 1.876 1.876 0.000 0.000 0.000 0.000 0.000 0.000 1.836 1.836 0.944 0.000 0.000 0.000 0.000 0.000 0.946 0.946 0.937 0.937 0.000 0.000 0.000 0.000 1.923 1.923 0.000 0.000 0.276 0.276 0.000 0.000 0.000 0.000 0.945 0.945 0.000 0.000 0.000 0.888 0.888 1.876 1.876 0.000 0.000 0.000 0.000 0.000 0.000 1.836 1.836 0.944 0.000 0.000 0.000 0.000 0.000 0.946 0.946 0.937 0.937 0.000 0.000 0.000 0.000 1.923 1.923 0.000 0.000 0.276 0.276 9.781328 9.741620 9.934403 9.596708 11.290849 4.116398 10.710402 7.588146 13.913597 2.388465 14.002004 10.616390 14.007260 4.454564 12.354168 7.917904 10.857352 13.905866 9.434233 5.221363 7.140018 12.723724 8.629265 12.885951 10.782668 8.838654 7.528025 13.257103 6.470623 8.746026 NA -1.611314 8.539490 7.778642 10.17024294 10.92908587 10.72330539 NA 12.43235518 10.63669757 10.43286757 10.00777646 6.67387579 10.49536349 4.47593442 5.58814494 7.91399458 9.05380943 8.70135637 3.88032309 7.85403992 8.98093041 4.16983683 9.36932710 0.71043728 10.35100800 10.08977990 3.03233010 7.47062227 10.60824706 9.56215063 9.34412344 11.20625658 9.78988637 6.86825339 9.00594084 7.46261515 10.61458461 9.17260127 14.51829982 7.09748860 10.10700635 -1.61131449 7.42098760 6.50221602 9.77055703 NA 8.60400644 9.91252547 6.70135637 9.46060599 3.78079302 10.68710890 7.95452728 NA -1.61131449 9.10871785 10.83167603 9.84841732 -1.61131449 10.10657825 10.86673755 8.69567443 9.31847163 13.23748755 5.90401677 -1.61131449 9.89478109 12.41136141 11.66226906 12.50692795 12.88595113 10.78266820 10.34521262 8.81788031 7.99765202 9.00442499 10.18085710 9.12741016 2.47594090 13.24446124 3.51775441 2.29537039 6.47062309 4.06089476 12.77758180 12.09270135 11.27130754 11.72134920 9.05203163 10.27073438 9.79786446 10.35317539 10.32216409 -0.02649893 -0.61153490 0.71043728 9.99626614 7.72850150 9.13842669 9.03593204 -0.61153490 5.82310224 8.65643058 10.92908587 7.67387579 7.36861297 7.11298781 TCGA-B9-A69E 71 0 NA 452 kidney stage iii t3a nx NA 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes 185 1951 white not hispanic or latino 325.39.0 1 1 3 6 4 1 2 4 1 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.184848e-06 7.629629e-07 16.294017 12.198410 12.081983 14.507855 10.750617 9.986326 8.308019 9.934337 8.832887 11.397470 7.651989 8.214910 6.815814 12.985812 NA 1.530420 4.700334 10.477944 10.651153 10.517879 8.975722 10.031965 12.730172 10.374108 10.794519 8.248578 8.544831 9.604935 7.462736 0.0140510 0.6298900 0.0086135 0.0000000 -0.0020784 0.0107030 -0.0036011 -0.6266100 0.0115270 -0.6122000 -0.6195900 -0.6225500 -0.0029091 0.0000000 0.0000000 -0.0167040 0.0027745 0.0027745 -0.6201400 0.0024969 0.0019418 0.0019418 0.0037465 0.0037465 0.0100060 0.0134920 -0.0036011 -0.0036011 0.0063871 -0.0810320 -0.0954160 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.623 0.000 0.000 0.000 0.000 0.000 3.657 0.000 0.000 0.000 0.000 0.000 -0.612 -0.612 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.623 0.000 0.000 0.000 0.000 0.000 3.657 0.000 0.000 0.000 0.000 0.000 -0.612 -0.612 0.000 0.000 9.400776 9.549605 8.896734 10.225391 9.940409 3.044989 10.137742 6.549604 17.144850 6.665572 13.464366 12.687849 13.221470 7.115375 12.729470 9.591879 10.396366 12.633980 10.115911 6.450977 7.258332 12.985812 8.452677 13.107031 10.539240 10.896734 8.098096 12.285418 5.641919 3.932515 NA -1.276835 8.938590 6.756480 9.6201459 11.9062269 11.7526891 3.4234975 12.3029619 10.0211193 9.8354962 9.7951893 -1.2768347 10.1685890 6.2544391 6.9851520 9.0438574 9.7647159 9.3322355 5.9173219 7.5965006 8.7384716 4.9325101 9.6743415 5.0449842 10.8164744 10.6578534 5.4373010 6.3004862 10.6866753 9.6655713 8.8791400 10.9635500 9.7851029 7.1535095 8.1260689 9.1472230 11.2248939 9.5934214 13.3273783 6.6634585 9.9596689 0.3080113 7.9249354 9.1722055 9.9816228 -0.2770095 9.0359397 9.8797719 6.0084600 12.1715422 7.4509770 10.7523440 8.2149097 0.3080113 NA 12.0727526 11.8645253 10.3326972 0.7230779 9.7571680 11.2614882 8.3432768 9.5263807 13.3275521 5.1057242 3.5304079 10.6445258 12.6544406 10.4779442 12.2440437 13.1070310 10.5392404 10.3164479 8.3322353 7.3303872 10.0628455 10.1456471 8.6830588 4.4779428 13.0872598 6.3155137 3.9709825 5.6419188 4.3669097 13.6633043 12.1725923 10.7391686 11.7414308 9.3839440 10.4758555 10.1665184 10.2689865 9.5416389 1.5304204 3.8105151 NA 10.4564958 8.5410157 11.6309764 8.9004762 0.7230779 9.2078797 8.0313957 11.1059509 6.8105202 7.8158136 7.7117413 TCGA-B9-A8YH 52 0 NA 532 kidney stage i t1a nx mx 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 386.28.0 2 3 1 2 2 2 1 2 2 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 16.296288 11.725098 11.667272 13.222700 11.299672 9.736040 8.119512 10.424839 9.930165 11.780304 9.640776 8.652945 2.871587 14.226816 4.790965 1.932968 3.477302 11.107287 11.272102 10.375583 9.192729 11.337772 12.814036 10.875011 10.815883 8.813589 10.775336 9.087804 7.164974 0.0128070 0.0153200 0.7562500 -0.0091069 1.4803000 0.7404400 -0.0273850 -0.0052484 0.0128070 0.0153200 0.0153200 0.7476900 0.0093225 0.0045927 -0.0091069 -0.0132520 -0.0022042 -0.0022042 0.0088010 -0.0066306 -0.0051855 0.0054265 -0.0016502 -0.0016502 0.0066780 -0.0055249 -0.0273850 -0.0273850 -0.0110470 0.1743900 0.1743900 0.000 0.000 0.000 0.000 0.742 0.742 0.000 0.000 0.000 0.000 0.000 0.740 0.740 0.000 0.000 0.000 0.000 0.000 0.000 0.770 0.770 0.000 0.000 0.000 0.000 0.761 0.761 0.000 0.000 0.000 0.000 0.000 0.000 1.480 1.480 0.000 0.000 0.000 0.000 0.174 0.174 0.000 0.000 0.000 0.000 0.742 0.742 0.000 0.000 0.000 0.000 0.000 0.740 0.740 0.000 0.000 0.000 0.000 0.000 0.000 0.770 0.770 0.000 0.000 0.000 0.000 0.761 0.761 0.000 0.000 0.000 0.000 0.000 0.000 1.480 1.480 0.000 0.000 0.000 0.000 0.174 0.174 9.18565102 9.28907064 11.54861512 9.65863584 11.04629358 4.15537686 10.13183973 7.05192671 15.71814843 3.39241360 13.31434817 11.71448183 14.04604933 4.70557433 12.42792439 8.45915863 10.24246186 13.87528616 10.79458937 6.54769505 8.41680133 14.22681633 9.03452360 11.95327099 10.57021415 8.57202447 8.43813521 12.72177177 6.48244981 8.79200253 -0.06703176 -0.65199426 9.48052264 7.15215400 9.83485798 11.49108726 11.60260877 2.43549525 12.40347491 10.77454980 10.33919051 10.31416788 -0.65199426 10.39275864 5.88718161 6.51794806 9.19429689 9.25941491 10.08864701 6.08962526 7.45131086 8.80437726 5.04846290 9.53969914 7.14243897 10.72658883 9.16180406 1.15536066 5.48757317 10.75103501 9.66487016 9.26091224 11.41528924 10.32458708 7.08273239 9.06569939 8.79407237 11.17972607 9.16899973 14.85983740 6.87326938 10.37454646 NA 7.89430000 8.28023766 9.66147296 1.80743736 8.68005952 9.96181242 3.74034475 9.16940644 8.39105021 11.06183903 8.65294461 NA 5.92545119 10.34837518 10.63861791 9.79200253 1.15536066 9.98826786 11.80245081 8.55991124 9.17298173 13.38080055 6.54346959 3.93298713 10.26352896 12.39216091 11.10728705 12.28907059 11.95327099 10.57021415 10.06698387 8.44078032 7.35083843 9.47033980 10.35434901 8.70227244 0.66993384 12.39693553 0.34800574 3.15537686 6.48244981 5.61480995 13.06927174 11.68145792 10.71489158 11.00913299 8.82274289 10.68452957 9.74996912 10.28723483 10.16540638 2.51795593 1.80743736 NA 10.14325093 7.75094945 11.65632220 9.15296065 -0.06703176 7.96824285 7.98826772 11.47633961 7.32816238 7.91407713 7.57684181 TCGA-B9-A8YI 79 0 NA 374 kidney stage i t1b nx mx 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 386.28.0 1 2 3 6 3 1 1 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 16.103537 12.970173 8.386559 15.649224 6.645092 9.748380 7.532617 9.813012 10.428418 11.462396 7.380777 8.245005 3.023610 11.859411 NA 2.782597 1.645102 11.140547 11.377019 10.286060 9.111067 10.397974 12.250016 10.088864 11.241655 7.934189 9.258329 9.407972 7.594627 0.0000000 0.0000000 -0.0011087 -0.0036011 -0.0063668 0.0132130 -0.0014216 0.0140600 0.0000000 0.0000000 0.0000000 -0.0011087 -0.0094046 -0.0042652 -0.0036011 -0.0024938 -0.0024938 -0.0024938 0.0049969 0.0011093 0.0016642 0.0016642 0.0029133 0.0029133 -0.7861400 -0.8055600 -0.0014216 0.0116790 -0.0257070 -0.0065050 -0.0065050 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.437 1.437 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.437 1.437 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.445992 9.789750 7.680716 11.214568 9.890169 3.493084 9.496841 8.051084 15.056788 3.967021 14.209099 9.387907 12.982268 3.846724 12.797377 9.309006 10.075545 12.618072 9.665239 4.493090 7.671892 11.859411 8.589950 13.009336 10.307582 7.948873 8.064631 12.773473 5.104525 8.846726 NA NA 11.464313 5.589949 9.8661957 11.7468051 12.4941843 NA 12.3056228 10.3489956 11.3757320 9.2255391 NA 10.1045237 6.1560548 5.8150169 9.0493822 9.3146859 7.3999794 3.5710943 6.7410166 9.2300546 4.1811423 8.9902756 3.7825973 10.6332086 10.0747080 1.3231395 4.7494270 10.7953471 9.1272949 9.6177846 10.9401722 9.5228363 5.5519835 7.7661075 7.4779824 10.7473302 9.8276353 14.0709898 4.8060147 9.9043646 -0.6769182 7.7705364 6.8467265 9.9174886 NA 9.6177846 10.1216357 6.6085668 10.4434018 6.0780504 10.5080393 8.2450050 NA 1.3231395 10.3111384 11.5077294 10.2308057 -0.6769182 9.5969595 10.6160607 8.5399098 9.3245721 13.2404428 4.5581268 5.6807154 10.1061622 12.9632959 11.1405473 12.6157732 13.0093361 10.3075824 10.2427722 8.6982032 7.7025426 9.2625962 10.2111461 8.6938514 1.3231395 13.0927952 1.9081212 3.7154761 5.1045254 3.9081308 13.5530507 12.4408070 11.7730864 12.1983373 8.2947076 10.4362549 10.1858013 10.0210004 10.1151407 -0.6769182 3.9670210 -0.6769182 11.0599887 7.6589112 12.0139040 9.2598019 NA 7.1110668 7.1686541 11.0793032 7.0166512 7.9849419 7.0847149 TCGA-BQ-5875 66 0 NA 2639 kidney stage iii t3a nx m0 23-10-2014 female 2004 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 71.45.0 1 2 3 6 4 1 1 2 NA NA 0 0 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 7 0 0 7 0 0 0 0 0 2.323569e-06 6.936026e-07 15.618583 11.445614 13.604502 15.380290 4.920817 10.325732 7.978949 10.574509 10.225557 11.148621 7.115831 9.932631 5.257852 13.446439 NA -1.326986 3.427780 8.552471 12.471198 10.553619 10.078029 9.663701 12.254324 9.410135 9.682716 8.504195 8.237037 9.305883 4.939673 -0.37414000 0.02756900 0.02118300 -0.00830050 -0.00443120 0.76159000 -0.02411400 -0.38929000 -0.37414000 0.02756900 0.01433000 0.00777830 0.00166420 0.00000000 -0.00830050 0.02216400 -0.38616000 -0.38616000 -0.00263220 -0.00678130 0.00172980 0.00172980 -0.00013862 0.00085396 -0.01064600 0.76772000 -0.02411400 -0.01656700 -0.82700000 -0.05994200 -0.05994200 0.000 0.000 0.000 0.000 0.000 0.000 -0.376 0.000 0.000 0.733 0.733 0.000 0.762 0.000 0.000 0.000 0.000 -0.388 0.000 0.000 0.000 -0.388 -0.827 -0.374 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.329 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.376 0.000 0.000 0.733 0.733 0.000 0.762 0.000 0.000 0.000 0.000 -0.388 0.000 0.000 0.000 -0.388 -0.827 -0.374 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.329 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.9680825 9.5002302 8.8200925 10.8484371 11.3875623 5.4410718 10.8008819 7.7709195 13.5217549 3.1323136 14.9177530 10.3328834 13.1954691 5.4008077 13.1424022 8.2839125 10.3724599 13.2522624 11.8489048 3.6270815 9.2903551 13.4464389 9.7853271 12.9278423 10.9282112 9.3095121 9.0260343 13.7184766 2.4802393 2.9948150 -0.3271674 -1.3269864 10.0403023 6.4344381 10.8330741 11.6270839 11.1764648 -1.3269864 13.0839350 10.7206931 11.3490650 9.8774587 NA 11.0622500 4.9396732 4.2578479 8.6558809 9.1516572 8.3417723 6.4673039 6.7172816 8.8085968 4.9017068 9.7676250 NA 10.7254556 10.2188172 0.6729231 3.9208173 10.5124850 9.2013415 9.4673033 11.1932606 10.0370222 7.3558823 8.2332204 9.3131325 10.1038627 9.4526070 13.7776501 6.9499889 9.9993170 NA 7.8161690 7.7523726 10.0865155 NA 9.0939003 10.2522035 5.0304376 10.6612172 5.4542483 11.6203418 9.9326308 NA 2.8428180 11.9056082 10.8060297 10.3013331 NA 10.2686112 9.4377591 8.5976999 9.0249310 14.0128419 3.7818318 -1.3269864 10.1328314 13.1938744 8.5524708 12.5203364 12.9278423 10.9282112 10.0144063 9.7014843 7.2042689 8.8929999 10.8853839 9.1727335 1.6728779 13.2895512 3.3167395 4.7389786 2.4802393 5.3453112 12.9139248 11.8377945 11.4221285 12.0416668 8.6938674 8.2746582 9.6903920 10.9577116 9.9231859 NA NA -0.3271674 10.9605999 8.5250114 10.5379209 10.1017711 1.8428180 6.6386719 9.3689857 11.2559703 6.0392108 7.1526682 7.1075153 TCGA-BQ-5876 75 0 NA 586 kidney stage i t1a nx m0 23-10-2014 male 2004 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 71.45.0 1 2 NA NA 4 1 3 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 6 0 0 0 2.56633e-06 8.323232e-07 15.957612 12.740757 9.569209 14.150234 10.637294 10.675401 7.162767 11.099940 7.260712 11.153796 5.221185 9.064082 4.858613 13.882226 NA NA 2.051268 10.808529 13.072623 9.723683 8.531616 9.420076 12.609542 9.180541 6.958149 9.241083 8.919860 7.686846 7.394006 -0.0070576 0.0015255 0.0054139 0.0118180 0.0058309 -0.0216470 -0.8067500 -0.0094046 -0.0070576 0.0015255 0.0015255 -0.0056095 -0.8067500 0.0151680 0.0118180 0.0195030 0.0195030 0.0126110 0.0011093 -0.8297600 -0.4612000 -0.4612000 -0.8235800 -0.8235800 -0.0055375 -0.0056757 -0.8067500 -0.0261670 -0.0362650 -0.1644700 -0.1966200 -0.830 -0.830 -0.460 -0.460 0.000 0.000 0.000 -0.824 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.781 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.807 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.164 -0.164 -0.830 -0.830 -0.460 -0.460 0.000 0.000 0.000 -0.824 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.781 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.807 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.164 -0.164 9.8128094 7.5012910 9.0004595 7.2495278 10.8405589 5.8137581 10.1096365 5.7033361 14.5401743 1.8288753 14.4482452 11.2586212 13.2934115 6.2551306 12.1777783 9.1582883 9.8042361 12.1622075 12.0077381 3.2438975 10.0656773 13.8822261 8.7155784 13.3829749 10.5194459 10.2627989 8.8732598 13.0524653 6.4435752 5.4138276 NA -0.7560872 10.1731617 6.9853706 10.3079724 10.0334369 9.8778067 0.8288753 13.4229571 11.4802165 11.9105711 10.5083459 NA 10.8433512 3.7033333 3.2438975 8.3524279 9.3032476 11.4231904 7.5105965 8.0186904 8.9547096 2.2439128 9.7297326 6.1864174 10.2951122 8.0480345 0.2439128 6.0120881 9.2690427 8.9701214 8.8232191 11.2505800 9.6113181 8.2718094 8.3576452 9.3693168 12.5168246 9.0366934 15.3404331 7.7633824 10.5848660 NA 8.5550158 7.0186898 10.4606491 NA 7.7596033 9.8759897 10.3099925 8.0893933 4.0512590 11.0000425 9.0640823 NA 1.5658409 11.5776177 8.9021149 9.2453114 -0.7560872 9.9701214 11.2488260 9.6564731 9.8922609 13.9018357 5.7762198 1.8288753 10.0504529 13.0659761 10.8085291 12.7939285 13.3829749 10.5194459 9.9912571 9.5826397 8.1477849 8.9438226 11.1627665 9.6795735 1.2439128 13.1763026 2.0512677 4.5293025 6.4435752 5.7357550 11.9476490 12.4573113 11.7236836 11.7454917 8.0285382 11.3120098 8.2297451 11.0612867 7.7752850 NA NA 1.8288753 10.8218041 6.0556317 9.1250936 9.3406183 3.7674641 5.1018854 8.4942016 12.2315226 5.9304038 8.2800771 7.2991860 TCGA-BQ-5877 60 1 270 270 kidney stage iv t3a n1 m1 23-10-2014 male 2004 NA NA NA kidney papillary renal cell carcinoma yes NA NA black or african american NA 71.45.0 4 2 2 5 4 3 3 4 3 2 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 0 0 0 4 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 7 0 0 6 0 0 0 4 0 2.323569e-06 5.895622e-07 16.2856718 11.7204863 13.5554068 13.3171631 11.0937321 10.2286483 9.0372683 10.7363905 8.1145336 11.6725706 8.1679219 8.7209710 4.2893697 13.5187085 NA -0.2341258 4.0877344 7.9605621 12.0516852 11.0912981 9.6392494 9.3267748 12.2248953 10.5215274 10.0200465 9.4914555 7.5339900 9.4656668 6.4435486 0.0112610 -0.0108500 0.0706730 0.0071600 0.0000000 0.1193200 0.0157270 -0.6543500 0.0112610 0.0197830 0.0293250 -0.6799400 -0.0022508 0.0070826 0.0071600 0.0016642 -0.0107840 -0.0107840 -1.1308000 0.0160060 -0.6798500 -0.6798500 -0.0470600 -0.0470600 -0.0599420 0.1277100 0.0157270 0.0127980 -0.6529500 -0.1089300 -0.0978910 0.000 0.000 -0.681 -0.681 0.643 0.643 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.666 -0.666 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.653 0.000 0.000 -0.632 -0.632 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.109 -0.109 0.000 0.000 -0.681 -0.681 0.643 0.643 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.666 -0.666 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.653 0.000 0.000 -0.632 -0.632 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.109 -0.109 10.0752817 8.7034243 9.8523839 8.6975278 11.0353216 5.2361252 10.8545935 6.4429369 16.1652668 4.0634857 13.5924531 14.5812386 12.8046100 6.1115802 12.9407830 9.7004791 10.2732696 13.4243143 9.9315498 5.7733001 9.8479543 13.5187085 9.2782167 13.4332495 11.0038118 10.4272864 9.0411537 12.8875007 7.4240168 8.5602212 0.9881939 -1.8190883 10.1713013 6.7881728 10.2523052 11.2862602 11.3202342 1.8812731 11.9471646 10.8330155 11.2584930 9.7258023 1.8812731 10.7651007 6.9457142 6.1751952 10.7233911 9.9294549 11.1838335 7.0748725 7.9654778 8.1892716 4.6071054 9.6412987 5.2252364 10.8836648 9.8201834 4.7199993 5.1466267 10.9855788 9.8612023 8.4429377 11.3960724 10.5862502 9.6002763 8.5763770 10.0714870 10.9644550 9.8124746 13.9847721 7.5536423 10.3984976 -1.8190883 8.2310181 8.5817222 10.3492015 NA 9.5865161 10.0854774 5.9155520 9.1537149 7.0073918 11.0922348 8.7209710 NA 2.0877344 10.9687453 11.5745014 10.7483236 NA 10.6796920 11.3413445 8.5656265 10.0141282 13.6262133 3.9482364 0.5027379 10.3857195 12.7439199 7.9605621 13.0133867 13.4332495 11.0038118 10.3194346 8.8129291 8.1538226 8.5105268 11.1286623 9.2442378 4.1808401 13.1250515 4.6565765 7.1145336 7.4240168 6.7733001 13.8008741 12.0990538 9.6731967 10.1766099 9.2860966 11.2320517 10.2252368 11.0425423 10.4201430 -1.8190883 2.4287588 NA 10.8231202 7.7744207 9.9671737 9.8115650 3.2252441 8.6268921 8.9340594 11.3144667 6.9053569 8.5350922 7.1836582 TCGA-BQ-5878 79 0 NA 1938 kidney stage iii t3a n1 m0 23-10-2014 female 2005 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 71.45.0 1 2 2 4 4 1 1 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.774411e-06 1.283165e-06 15.983444 12.253431 13.518774 13.534726 2.966800 10.003750 7.618868 11.796853 11.242417 12.088694 8.342016 10.543950 2.618873 14.026184 3.444839 2.803289 2.744398 10.578606 12.649465 10.636435 9.050460 11.175200 12.907576 10.064071 11.204854 7.777821 9.132416 9.516988 6.339693 -0.86633000 3.00270000 -0.00055444 0.77695000 -0.00677580 0.00069327 0.00360760 0.00000000 0.02489900 -0.91146000 -0.86026000 -0.00055444 -0.00281210 -0.90320000 0.01964300 -0.00207840 0.00235810 0.00235810 0.00277450 -0.00484610 0.00597000 0.00597000 0.00513590 0.00513590 0.00162830 0.02960600 0.00360760 -0.00138580 0.00221930 -0.02903800 -0.02548900 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.712105 9.150249 9.983201 9.457499 11.108716 5.148121 10.500121 6.610647 14.113428 2.966800 13.617618 10.291936 12.784917 10.129542 13.015618 9.443682 9.725014 12.856349 8.172060 4.966790 10.052738 14.026184 9.478544 13.014548 11.143498 7.729292 8.855534 12.414022 -1.840629 7.753761 NA -1.840629 10.677597 6.706330 8.7024678 11.6462711 12.5082334 NA 12.7842886 11.2707348 11.0234287 10.8019391 NA 11.0706408 7.3243426 6.1194371 9.2666530 9.1114492 7.6532915 6.3107055 6.6552917 8.8564034 4.9796138 9.9126529 7.2442449 11.0875843 9.3731479 1.4813506 6.3393459 10.9487659 9.7532940 9.1424295 11.9224409 10.1643588 7.3243426 7.3930558 8.9875724 10.4623606 9.6382056 13.7527396 7.6911489 10.4085495 NA 7.7672105 6.8283206 14.2110911 NA 9.8446229 9.8932988 3.0663303 9.2091621 4.5344725 11.8138483 10.5439500 -0.8406292 8.8856543 9.0790442 11.1354631 10.2191185 0.4814023 10.6160471 11.5448941 9.0466567 10.1869966 14.0012215 6.9399106 4.1818023 9.9051103 12.7614389 10.5786062 13.2057501 13.0145479 11.1434985 10.1703138 9.7183351 11.5035932 9.5934804 11.3352974 9.2627239 0.1595000 13.0145479 0.4814023 5.9986401 -1.8406292 5.9923266 13.4241019 12.0521686 10.0719513 10.5971881 8.0466569 11.2167510 10.1041481 10.8236611 10.0216860 NA 5.7063316 3.3293676 10.6520403 8.1185829 10.2189766 9.9986398 -0.8406292 6.4677751 8.9986398 11.4504628 7.6229604 8.0842487 7.4903527 TCGA-BQ-5879 32 1 697 NA kidney stage iii t3b n1 m0 23-10-2014 female 2005 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 71.45.0 1 2 1 5 4 3 3 4 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 9.363636e-07 4.161616e-07 16.3219634 12.2738813 11.6384780 11.8778839 4.4658439 10.8865727 9.2990324 10.9216070 4.4827192 12.0278176 6.5402691 10.2320033 5.3873694 13.9314590 -1.9434165 0.6414535 3.9633446 12.1157137 11.9555132 11.1544857 9.3447431 10.9173466 12.8013926 11.2818118 10.6953421 8.8254651 7.6912648 9.6225078 5.8176719 0.0209660 0.0209660 0.0211060 -0.8007400 0.0181890 0.0170480 -0.0660770 -0.1563400 0.0209660 0.0209660 0.0149360 0.0211060 -0.0406910 -0.7625600 -0.7572500 0.0312180 0.0295290 0.0295290 -0.7370100 -0.0069773 0.0274200 0.0069773 0.0303420 0.0303420 -0.7628300 0.0405320 -0.0660770 -0.0612250 -0.2085300 -0.2121300 -0.2011900 0.000 0.000 0.000 0.000 0.000 0.000 -0.722 0.000 -0.763 0.000 0.000 0.000 0.000 -0.734 -0.734 0.000 0.000 0.000 0.000 -0.199 0.218 0.000 -0.209 0.000 0.000 0.000 0.000 -0.686 0.000 -0.757 -0.757 0.000 0.000 0.000 0.000 0.000 0.000 -0.754 -0.754 -0.212 -0.212 0.000 0.000 0.000 0.000 0.000 0.000 -0.722 0.000 -0.763 0.000 0.000 0.000 0.000 -0.734 -0.734 0.000 0.000 0.000 0.000 -0.199 0.218 0.000 -0.209 0.000 0.000 0.000 0.000 -0.686 0.000 -0.757 -0.757 0.000 0.000 0.000 0.000 0.000 0.000 -0.754 -0.754 -0.212 -0.212 8.9003748 8.4216824 11.1847703 8.3636547 10.6222698 6.1492106 11.7376921 6.4530582 14.0879395 5.5483071 14.4894685 14.8139609 12.3094886 6.8956577 12.8071722 10.6623961 10.3536565 13.0970003 7.0394477 6.0048205 10.6421205 13.9314590 8.8646133 11.8433359 8.8524933 11.1462352 9.7822460 12.8131664 6.1063023 8.7911632 0.3784006 NA 11.4720634 6.0620785 10.7072810 12.0033600 11.9548661 2.4487688 13.1323088 11.7180091 10.9712125 10.6319930 -1.9434165 11.1174873 6.2112712 4.8766348 10.4719314 9.9451970 8.3918442 7.0503831 7.6858105 8.9982350 7.8213250 10.8040173 0.0564448 10.6801066 8.9923555 6.5281290 4.8893421 11.7070567 9.4874289 9.1205228 11.8774304 10.9713993 7.9603356 8.2462784 10.8883547 11.3559479 9.3661688 13.2833927 7.6453183 10.6491443 -1.9434165 7.2495108 8.2548987 13.1903986 3.7568952 9.9058589 10.6778188 9.0084667 8.8088342 6.0788212 12.1279161 10.2320033 NA 9.4926448 8.3314141 10.9101531 9.5422830 0.3784006 9.9982350 11.3666404 9.3273330 11.2027042 14.7992631 5.4277503 1.8638195 10.7830976 12.4165463 12.1157137 12.7221782 11.8433359 8.8524933 10.0878103 10.4921240 4.7843731 8.8913277 11.3496379 9.3985284 5.7075055 13.3733362 3.7843783 6.4743062 6.1063023 7.3020064 13.5864292 12.5257775 10.1828355 10.8826049 8.1908800 11.5900268 10.3479122 10.3331597 11.3263109 2.3043942 1.9633261 1.2263852 12.1570339 7.0177293 7.0358218 10.2090555 1.5158638 6.9237328 7.4785181 11.3744315 7.1753949 8.6376544 7.0508075 TCGA-BQ-5880 79 1 1314 NA kidney stage iii t3a n1 m0 23-10-2014 male 2006 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 71.45.0 1 2 3 6 3 1 1 1 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 1.838047e-06 5.895622e-07 16.788012 12.110583 13.047621 14.860369 5.503132 9.525135 8.048127 10.284061 9.509032 11.311753 7.825485 7.485284 6.405284 11.952584 NA 1.572405 3.379746 10.578720 11.530051 10.444299 9.663829 10.054193 11.575912 10.293493 10.725312 8.088094 9.386175 9.279753 7.149822 0.01349200 0.01642500 0.00527490 0.00041174 -0.00456950 0.77272000 -0.00083160 0.00000000 0.01349200 0.01349200 0.01642500 0.00438600 -0.00097017 -0.00480420 0.00041174 -0.00166290 -0.00373950 -0.00373950 -0.00456950 -0.00691950 -0.00922440 -0.00401620 0.33367000 -0.46451000 -0.00041585 0.27900000 -0.00083160 0.00000000 -0.08173800 0.07599100 0.07403400 0.000 0.000 0.000 0.000 0.322 0.322 0.000 0.334 0.000 0.279 0.279 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.638 0.638 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.322 0.322 0.000 0.334 0.000 0.279 0.279 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.638 0.638 0.000 0.000 0.000 0.000 8.878456 10.188943 8.907784 10.343058 10.279753 3.659856 10.116392 7.347181 15.823210 6.867014 14.155947 14.836726 13.249012 7.258895 12.929533 9.093994 10.728477 13.520944 8.255388 6.659856 8.172306 11.952584 8.436580 13.024249 9.964711 11.160171 8.044069 12.981254 4.095958 6.691335 NA NA 7.549674 5.947432 9.9965601 12.1493505 11.2637012 1.1573671 12.2832003 10.1018244 10.8560610 9.2108298 NA 9.9775352 3.3797457 6.7622186 10.0122248 8.8554821 9.8096038 4.7818475 6.8761743 9.3909761 5.7818475 9.2814776 4.2162531 10.7234103 9.9807235 7.8670143 6.8852766 10.4481432 9.5031312 9.7523029 10.9673924 8.8203213 8.9166898 8.2658808 8.4178837 10.0297748 8.6861360 14.1253030 6.0640874 10.0256645 1.5724046 7.7266044 8.2762975 10.6538773 NA 8.6002999 9.1648509 6.1573570 8.2017505 6.1871046 10.5251350 7.4852835 NA 0.5724046 12.0065007 11.4504447 10.0742310 1.1573671 9.4147442 10.2368411 8.2341717 9.1231406 13.7726028 4.5533359 1.5724046 9.9506887 12.2459238 10.5787199 12.4054816 13.0242489 9.9647112 10.3545730 8.2969075 7.9560979 9.0670694 10.3676218 8.7016769 6.5610786 13.3215300 4.0959582 4.6167870 4.0959582 4.0318274 13.5167097 12.3684334 11.4442991 11.3741022 9.0861214 10.5961482 10.2368411 9.8988233 9.9255406 4.7016766 -0.4275954 -0.4275954 10.9216751 9.4675905 11.5039809 7.8250593 0.5724046 8.3339451 9.3222633 10.4147442 6.3537538 7.5323957 7.5149081 TCGA-BQ-5881 69 0 NA 1454 kidney stage i t1a nx m0 23-10-2014 male 2006 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 71.45.0 3 1 3 6 3 1 1 2 1 2 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 1.387205e-06 5.20202e-07 17.464921 12.385536 12.365867 14.180274 10.278159 9.508033 7.036469 9.608232 9.052151 11.641655 8.809658 6.302129 4.520768 12.381856 NA 1.520749 4.044333 11.434407 10.370003 10.156488 9.202008 9.881617 11.197167 9.324900 11.080624 7.565164 9.922716 9.506611 6.904473 0.01698500 0.01908300 0.59818000 -0.01346300 0.60538000 0.58184000 -0.03685100 -0.02192100 0.01698500 0.01698500 0.01908300 0.59818000 -0.00180140 -0.00512270 -0.01346300 -0.00470790 -0.00470790 -0.00470790 -0.00166290 -0.01230000 0.00485790 0.00485790 0.00416320 0.00015573 0.00027728 0.60124000 -0.03685100 -0.02575600 -0.02968600 0.11081000 0.11081000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.601 0.601 0.582 0.582 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.598 0.598 0.000 0.000 0.000 0.000 0.000 0.000 0.607 0.607 0.000 0.000 0.000 0.000 0.111 0.111 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.601 0.601 0.582 0.582 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.598 0.598 0.000 0.000 0.000 0.000 0.000 0.000 0.607 0.607 0.000 0.000 0.000 0.000 0.111 0.111 8.193195 11.016125 8.971981 10.922716 9.162821 1.105745 9.899064 8.193195 17.064904 6.302129 13.012998 10.510164 12.823694 5.730221 13.119404 9.212513 10.466945 13.676853 8.678116 5.164625 7.851687 12.381856 7.644891 12.572828 9.842697 9.527797 6.851687 12.084442 4.221212 7.759174 NA 2.105745 8.688188 5.520768 9.4749657 11.8384647 11.2401583 6.5868593 11.2571714 9.4186148 11.1673281 8.4894362 -0.4791503 9.4095127 6.0285647 5.9470349 10.1345589 7.8245502 7.5431370 3.9517277 6.8336529 9.8816166 4.6906964 8.7519905 7.2955568 10.0146249 9.8130911 6.6906950 6.3787509 10.2731501 9.6881875 9.3771949 10.6207747 8.9428341 5.8606202 8.2889537 8.1718213 10.0285640 9.4529841 14.6316605 8.1174062 9.1188220 -0.4791503 7.9130869 8.3599731 11.6015870 NA 6.8061719 9.3216693 7.0443318 8.9301604 8.1317942 9.9802010 6.3021289 -0.4791503 1.1057451 11.3000784 11.9694020 10.4908753 0.5207491 8.8892758 9.8539247 7.6654276 8.2922590 13.2939086 4.5270703 3.6082297 9.3803041 12.0865856 11.4344069 12.0970176 12.5728280 9.8426975 10.7857983 6.7968936 6.6906950 8.7069829 9.2264018 7.4034126 5.4749649 13.4049400 3.9130905 2.3281184 4.2212120 3.6082297 13.9897065 12.8780465 11.7453741 11.5678933 9.2037640 9.4836655 10.2401583 8.5263940 9.8003800 2.8426973 3.8426973 NA 10.7543892 8.8205268 12.3906312 6.9470337 NA 9.1094841 9.1057320 10.1727180 6.6188010 8.7639433 7.7447713 TCGA-BQ-5882 54 1 658 NA kidney stage iii t3b n0 m0 23-10-2014 male 2007 NA NA NA kidney papillary renal cell carcinoma yes NA NA NA NA 71.45.0 4 2 1 7 4 1 1 2 1 2 0 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 5 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 2.184848e-06 5.895622e-07 16.365776 12.996774 13.537487 13.992548 12.538452 10.078943 7.985097 10.425622 7.850310 11.574735 7.046066 8.827243 6.601138 12.760050 -1.651541 -1.651541 2.670410 10.844578 12.165529 10.148968 9.503924 8.938124 12.169051 9.652254 10.479687 8.495678 8.031467 9.600547 5.679390 0.059726 0.066086 -0.563560 0.067197 0.075415 0.014609 -0.023703 -0.606400 0.059726 0.066086 0.066086 -0.553170 -0.551560 0.088982 0.067197 -0.571700 -0.571700 -0.571700 0.076566 -0.580210 -0.583970 -0.583970 0.025636 0.077185 -0.588430 -0.341100 -0.023703 -0.023703 0.000000 -0.231600 -0.231600 0.571 0.004 -0.584 -0.584 0.000 0.000 -0.539 0.000 -0.588 -0.233 -0.233 0.000 0.000 -0.571 -0.571 0.000 0.000 -0.563 0.000 0.147 0.147 0.000 0.000 0.000 0.000 -0.553 -0.553 -0.552 -0.552 0.000 0.000 -0.572 -0.572 0.000 0.000 0.000 0.000 0.000 0.000 -0.232 -0.232 0.571 0.004 -0.584 -0.584 0.000 0.000 -0.539 0.000 -0.588 -0.233 -0.233 0.000 0.000 -0.571 -0.571 0.000 0.000 -0.563 0.000 0.147 0.147 0.000 0.000 0.000 0.000 -0.553 -0.553 -0.552 -0.552 0.000 0.000 -0.572 -0.572 0.000 0.000 0.000 0.000 0.000 0.000 -0.232 -0.232 10.0142530 10.0450059 7.2188373 7.5432298 10.5533498 6.1100249 10.3663253 6.4199349 15.9551167 6.6430942 13.9006317 12.5381431 13.0456034 6.6613563 11.8242064 8.4969496 10.0288325 12.9327308 9.0670059 7.7321769 8.6430935 12.7600501 8.7862249 13.2264280 10.2257571 10.7391793 8.0729868 13.1303449 4.0489162 8.2968401 -0.6515409 1.1558140 9.3867060 6.5032915 10.95001159 11.25986493 11.36458480 1.15581398 11.79581450 10.51683167 11.43477504 9.74454258 -1.65154094 10.41691541 5.94093019 7.57488488 9.88277585 9.69443259 9.76790651 6.94726990 7.74079065 8.74935224 5.15582612 9.57187131 0.93342156 9.83480522 9.46806253 7.48289909 7.00668401 11.47420929 9.84082685 8.46221514 10.79063888 9.93343543 9.55792640 8.34847278 10.30048607 11.54937153 9.36806376 12.88277583 7.60425669 9.93155572 NA 6.30847556 7.90880570 10.49376830 2.99233338 9.47065379 10.64911154 6.95209939 11.46931346 4.70602765 11.11913684 8.82724266 4.37084082 1.67038716 12.49718783 11.88799530 11.68609484 0.34845906 10.24933974 10.33822227 9.21883758 9.41254211 13.71424858 4.24595195 2.25534966 10.34741586 12.05248464 10.84457773 12.65965361 13.22642803 10.22575705 10.46968262 8.41590736 6.28511180 9.03139740 10.01114128 8.91262232 6.05583121 13.09682306 4.20645569 6.57729135 4.04891621 6.06271753 14.11063565 11.15884374 10.51086423 10.83480522 9.14207616 11.33893150 9.86368003 10.36249345 10.05021258 5.11665586 1.51838406 -0.06657844 10.50139147 8.75481603 11.56366162 9.74347138 1.51838406 7.92778863 8.09330663 11.44913528 4.65225128 5.04891185 7.57247438 TCGA-BQ-5883 79 0 NA 1242 kidney stage i t1a nx m0 23-10-2014 female 2007 NA NA NA kidney papillary renal cell carcinoma yes NA NA black or african american NA 71.45.0 1 1 3 6 4 3 3 4 3 2 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 1.491246e-06 2.774411e-07 15.824117 10.995423 12.246324 16.557859 3.474553 10.457708 8.593197 10.777289 8.459011 10.914175 7.476637 9.363469 3.989121 12.990364 NA -1.654717 2.667188 10.667760 11.644198 10.822268 9.326122 10.773367 11.919626 10.218328 10.317172 8.138059 7.705019 8.809815 7.206914 7.4470e-03 7.4470e-03 -2.5168e-03 2.8604e-03 -9.3193e-03 8.5766e-05 5.2219e-03 -2.5466e-03 7.4470e-03 7.4470e-03 7.4470e-03 7.5861e-03 1.7488e-03 -6.0729e-04 2.8604e-03 1.8888e-03 1.6113e-03 1.6113e-03 -5.8667e-03 -5.3137e-03 -3.7923e-03 -3.7923e-03 6.7513e-03 6.7513e-03 1.2675e-03 2.0276e-03 5.2219e-03 5.2219e-03 -7.0694e-03 -1.4386e-03 -1.4386e-03 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.2914441 8.7300526 8.6202294 10.5270424 10.9089418 2.8046938 10.8998578 6.6761856 14.8064605 4.6671996 13.8729597 12.1453599 12.7989897 7.7482808 13.0078816 10.6575846 9.9832522 12.3658149 11.5101758 5.2156320 9.5089186 12.9903644 9.7121375 12.7047439 11.0761636 11.0667954 8.8128746 13.3742541 4.8210009 9.4583599 -0.6547172 NA 10.1805298 6.2156339 11.2133198 11.8067483 12.1979934 1.9302453 13.0762166 11.6570172 11.0247490 10.1493999 -1.6547172 11.1997477 2.5931864 5.1526256 9.0422364 10.1493999 8.3367908 4.2994645 7.0141544 9.3367908 5.0176948 10.0212260 7.2760062 10.2217859 10.3286188 3.5151952 2.5151826 10.6584354 9.4419841 8.4771260 11.4622626 10.9805336 7.4300770 8.1445507 9.2737872 10.9843834 8.9909274 12.7996325 4.7368971 10.0795552 -1.6547172 7.3165250 8.0282636 10.1606522 -0.6547172 9.8703003 10.0672224 11.1887974 9.4718057 6.8649055 11.5161328 9.3634690 -1.6547172 8.3704084 9.1574462 10.8093041 9.4956508 -1.6547172 10.5236225 11.4064713 9.0774364 9.2400867 13.2853071 3.4633740 4.1001535 11.2361031 12.8336739 10.6677604 12.1328654 12.7047439 11.0761636 10.0330820 9.4822600 9.7657555 9.2855751 10.8948129 9.5614084 3.7375894 12.8351169 9.7305921 7.2187134 4.8210009 6.2400872 12.9206096 12.0782842 11.3869281 12.0876836 9.9791724 11.0896823 10.1473814 10.6330390 9.1606522 -1.6547172 8.5752893 NA 10.3589405 7.1847564 10.7813323 10.8232801 0.9302453 6.3896632 8.5363280 10.9163104 7.0901029 9.5076603 7.4113584 TCGA-BQ-5884 59 0 NA 792 kidney stage i t1a nx m0 23-10-2014 female 2008 NA NA NA kidney papillary renal cell carcinoma yes NA NA black or african american NA 71.45.0 1 1 NA NA 4 1 1 4 1 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 4 0 0 0 0 1.699326e-06 6.936026e-07 16.094395 11.404787 9.021426 13.572458 9.938206 10.544063 7.993450 11.148406 7.178190 10.965423 7.833571 8.928274 3.102238 12.673994 NA -2.107182 4.267828 10.795539 11.873057 11.706869 9.090004 10.879696 12.362175 11.070985 9.417329 7.954834 7.477750 9.131789 7.403749 0.0087528 0.0055529 -0.0069783 -0.0047079 0.4620900 0.0234260 0.0220240 0.0040243 0.0087528 0.0087528 0.0055529 -0.0069783 -0.0145030 -0.0047079 -0.0047079 0.0000000 -0.0110600 -0.0110600 -0.0019399 -0.0022168 0.0040243 0.0040243 -0.0124380 -0.0124380 0.0151680 0.0063992 0.0220240 0.0051332 -0.4807100 0.0154470 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 0.000 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 0.000 0.000 0.000 0.000 0.462 0.462 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.000 0.000 0.000 0.000 0.462 0.462 0.000 0.000 0.000 0.000 0.000 0.000 11.6233638 8.8700675 8.9967311 9.0175551 11.2412391 1.2147465 10.4285489 6.8056768 15.1759754 4.3846439 14.6479750 9.5810378 12.9072440 7.7677687 12.2038263 8.4035515 10.1807884 11.9830654 9.5823488 6.3563111 9.8571283 12.6739935 9.3242852 11.7524194 11.3740825 8.7815309 9.8105326 13.2780770 0.2147465 7.6708644 -1.1071816 -2.1071816 10.3545228 6.2979287 11.0725412 11.2041101 11.5665382 4.5792888 13.2481730 10.7406279 10.2732486 10.6151682 -2.1071816 11.1964256 3.2503401 5.9960746 8.5705073 9.2448309 8.1816537 2.7507780 7.5810378 9.3501684 4.8116508 10.6100355 NA 11.6918667 8.7081707 4.6741499 4.1781888 10.9041896 9.4730461 8.9102919 11.4497725 11.1096849 8.3776105 8.3866428 8.9507792 11.5241920 8.6725070 14.0316992 3.4599037 10.2973969 NA 7.0280099 8.1988492 9.2541830 -2.1071816 9.5810378 10.0630256 5.5581237 10.2500646 8.7374934 10.9506101 8.9282741 -1.1071816 -2.1071816 12.5293555 10.3811298 10.2253836 NA 10.4810337 11.7116693 8.8977103 9.7418017 13.5199794 5.2185875 1.4777291 11.1692028 13.2803000 10.7955394 11.9041895 11.7524194 11.3740825 10.1581095 9.9675981 9.4483352 10.1123463 10.6401413 9.4559839 4.8353026 12.3434833 1.2147465 3.9802538 0.2147465 6.6936877 11.8673437 11.1699296 10.4062684 11.4459368 9.1305950 11.1013267 9.9050629 11.0627125 9.4338842 NA 1.4777291 NA 10.9397410 7.9438334 11.5606054 10.1164876 0.4777809 7.6053143 9.0227146 11.1008695 7.3664936 7.9521320 7.0194918 TCGA-BQ-5885 63 0 NA 921 kidney stage iii t3 n0 m0 23-10-2014 male 2008 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 71.45.0 4 1 2 4 4 1 2 1 NA NA 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.190572e-06 1.109764e-06 16.409128 11.928690 11.592884 14.338149 7.221940 9.558643 8.062255 11.211960 10.781036 11.164454 10.880240 7.741807 4.915836 12.388620 1.941820 4.967367 4.343934 10.748266 11.836360 10.738103 8.968948 10.272749 12.615267 9.742732 10.874679 8.539619 10.144306 9.549162 7.950020 0.0000000 0.6079200 -0.0114730 -0.0095426 -0.0119960 0.0646540 0.1007400 -0.6462100 -0.6798500 -0.0184900 0.6727000 -0.0114730 -0.0040162 -0.0095426 -0.0095426 -0.0163720 -0.0163720 -0.0163720 0.0033299 0.0088920 0.0093098 0.0093098 -0.6779300 -0.6779300 0.0321400 0.0464170 0.1007400 -0.6004100 -0.1089300 -0.0238400 -0.0238400 0.000 0.000 0.000 0.000 0.000 0.000 0.152 -0.678 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.101 0.101 0.000 0.128 0.000 0.000 -0.474 -0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.152 -0.678 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.101 0.101 0.000 0.128 0.000 0.000 -0.474 -0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.8051331 10.3722845 11.0629954 7.3193524 9.5575929 3.3824044 9.6687799 7.1843259 15.7998130 4.4920262 12.1465777 10.8793108 12.6979117 4.4198759 13.1708224 9.5607419 9.9760414 13.0472728 8.3218289 5.2430026 7.7855290 12.3886199 7.3871428 13.4338997 10.1295375 8.8279641 7.4518894 12.1293608 5.9418317 7.6541133 1.9418200 0.1344838 8.9909027 6.3243012 8.9721050 10.9005918 10.6112232 1.4563856 11.9934294 9.4164070 11.4313932 11.2196175 1.1344838 9.8951970 6.7638338 6.2637593 9.6020825 8.9076163 10.8508679 5.3243030 7.7156779 9.1526773 4.9158364 9.9815343 3.3044088 10.3469734 9.3243016 3.3044088 10.2854935 10.3542506 9.2298741 9.5051645 10.4903787 9.0725863 6.6658589 9.2521202 8.9337588 10.8366497 8.0353440 13.0443701 8.7387709 10.3554599 0.1344838 7.9814720 7.5898039 13.8210323 0.7194025 6.8349172 8.7729130 3.9924603 7.4428158 2.8349134 11.3942203 7.7418074 -0.8656476 6.2219389 11.1733960 12.6485746 10.2199494 2.3043942 10.3267699 10.9602308 7.8383808 8.4518898 13.6844422 5.2594269 4.7783348 9.9043149 11.3605881 10.7482665 12.7362478 13.4338997 10.1295375 9.3280023 6.5181810 6.8349172 9.5582232 10.7837332 9.4012635 2.1344838 12.8282907 0.7194025 2.7194463 5.9418317 5.3439301 13.0598117 11.8253480 9.5969793 10.3847754 9.2650477 10.9685530 11.0398640 10.2940519 10.7724603 2.4564119 2.1344838 -0.8656476 10.6634194 7.9945396 11.9627385 7.6697525 1.1344838 8.3118968 8.7510258 10.8192257 6.3341499 7.6775089 8.7325297 TCGA-BQ-5886 75 0 NA 792 kidney stage iii t3a nx m0 19-3-2015 male 2009 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 71.55.0 1 2 NA NA 3 1 1 1 1 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 7 0 0 0 0 0 0 0 0 0 0 0 0 2.323569e-06 5.895622e-07 17.3465874 11.8454253 12.0035643 14.5885009 12.1949659 9.8835223 6.8525732 10.4071625 7.4027708 11.3869758 7.6640447 5.4473180 2.0452333 12.9966075 NA -0.7621916 1.5597855 12.3458982 11.4937776 10.1227975 9.5163132 9.6921632 11.5342065 9.2137118 10.8307880 8.4399875 9.0564459 9.3774151 7.5723160 0.01363200 0.01363200 0.59458000 -0.00294200 -0.00429290 0.58074000 -0.02501900 -0.00498440 0.01363200 0.01363200 0.01363200 -0.01835300 0.00263570 -0.00275390 -0.00294200 -0.00180140 -0.00180140 -0.00180140 -0.00512270 -0.00857660 0.00069327 0.00069327 0.00194180 0.00194180 -0.01243600 0.58793000 -0.02501900 -0.00885260 -0.02066700 0.06995600 0.06146300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.588 0.588 0.000 0.576 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.588 0.588 0.000 0.576 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.8340535 10.3799709 9.8368468 10.8848725 9.4326206 3.5597977 9.7760528 7.4999591 15.5687982 4.1447561 13.7101739 11.1544897 13.0396732 3.6301841 13.3203456 8.5910106 10.4792512 13.6173099 8.7672943 3.5597977 8.0896131 12.9966075 7.4375365 13.0516450 9.9031998 6.6808068 7.4999591 12.8403307 5.1447561 6.4473180 -0.7621916 0.2378084 6.7297173 6.3977345 9.5876978 11.9263327 10.9155835 1.8228117 11.8268127 9.5462028 11.3463883 8.9173440 -0.7621916 9.5586645 3.1447480 3.2378696 10.4899379 7.8115108 8.9120561 5.6460676 6.7054693 10.2187175 3.0452158 8.6931911 7.6724918 10.6833960 10.0085278 6.3568041 7.8708591 9.8898124 9.3450810 9.2420844 10.5564066 8.9860568 6.2822582 8.5620443 8.0419947 9.7406957 8.9691827 14.9072749 7.7422461 10.0330917 NA 8.3093263 6.7054693 10.9348314 0.8228525 6.6890755 9.6074613 3.5597977 8.9708792 4.1447561 10.2924682 5.4473180 -0.7621916 NA 11.8345195 11.6459282 10.4756713 NA 9.3710060 9.8470426 8.4202584 8.9691827 13.6695573 5.2226809 -0.7621916 9.5011330 12.1778103 12.3458982 12.1428747 13.0516450 9.9031998 10.3086556 7.2877124 7.3825220 9.2725666 9.7972410 8.5843774 5.1205054 13.3525822 2.0452333 -0.7621916 5.1447561 2.0452333 13.6733648 12.6731434 11.9803838 12.2309791 8.2237059 10.3099964 9.7216796 9.5631692 10.0580427 0.8228525 -0.7621916 NA 10.5558416 8.5846878 10.2352903 8.0290266 -0.7621916 7.4999591 9.3319414 10.6446003 5.2378620 7.4424351 7.3568050 TCGA-BQ-5887 54 0 NA 771 kidney stage iii t3a n0 m0 23-10-2014 male 2009 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 162.40.0 1 2 1 7 4 1 3 4 3 2 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.936026e-07 2.427609e-07 17.1660845 11.7469924 13.3674356 13.9897098 4.8386190 10.4697724 8.6374806 9.8625075 6.5436134 11.1713772 7.7353035 7.5160743 7.2072164 11.6463281 0.2337654 -1.3510744 5.0063474 11.6808414 11.2040391 10.9318841 9.5168466 10.1082274 11.2584362 10.6735891 10.0362746 7.7468280 8.2542751 10.1600542 6.6041544 0.093185 0.093185 -0.029721 1.164300 0.388250 0.465700 -0.059673 -0.042517 0.093185 0.093185 0.093185 -0.029721 -0.025209 0.102050 1.164300 -0.020549 -0.020549 -0.030677 -0.064777 -0.043331 -0.029397 -0.029397 0.038771 0.038771 0.000000 0.609870 -0.059673 -0.059673 -0.069227 -0.367930 0.400610 0.000 0.000 0.000 0.000 0.524 0.524 0.000 0.000 0.000 0.593 0.593 0.466 0.466 -0.472 -0.472 0.000 0.000 0.000 0.655 0.450 0.450 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.102 0.102 0.000 0.000 0.388 0.388 0.635 0.635 0.000 0.000 -0.368 0.033 0.000 0.000 0.000 0.000 0.524 0.524 0.000 0.000 0.000 0.593 0.593 0.466 0.466 -0.472 -0.472 0.000 0.000 0.000 0.655 0.450 0.450 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.102 0.102 0.000 0.000 0.388 0.388 0.635 0.635 0.000 0.000 -0.368 0.033 9.359602 10.333106 9.009643 7.950292 9.990870 2.456149 10.637125 7.366472 16.011390 5.140648 13.807997 17.213384 12.966279 8.097944 11.735430 8.467378 10.792498 13.045668 7.331790 5.567658 9.958272 11.646328 7.877614 12.933692 10.288589 12.280882 7.906184 13.014230 6.682219 8.166465 1.233765 NA 7.140649 6.519160 10.4124230 11.3125762 10.9451384 3.6931858 11.9089802 10.5481526 10.6342820 9.1214866 NA 10.4107624 3.2926493 5.3902618 10.0079962 9.1762727 7.8061429 5.0411115 7.6683865 8.7806526 5.2033852 9.4399586 NA 10.6652558 8.3016407 5.4169816 8.8740032 11.2407855 9.8237213 8.9819511 11.1833418 9.5684040 9.9774707 7.7934537 8.9886458 9.5601878 8.9418305 14.1676640 7.8164896 9.5957021 -1.3510744 7.2174362 8.6160220 11.3870992 0.9707064 8.9050045 10.2662632 7.1801767 10.2763296 7.1565908 11.1336186 7.5160743 1.4561753 4.4301581 12.7438630 11.3518341 10.4777256 0.6488335 10.1995425 10.4066024 8.2318783 8.9097152 14.4666038 4.8223223 0.9707064 10.2024251 11.8947940 11.6808414 12.5438029 12.9336921 10.2885886 10.5183896 8.3851976 8.8036139 9.8692405 9.6551217 9.1326115 4.3492379 13.0161422 6.6374798 7.9662084 6.6822193 4.9155830 13.6252923 11.7667634 10.6791180 10.6449161 8.7998123 10.7017033 9.8919697 10.8045626 9.1703961 2.8187279 NA 3.6487990 10.6487957 8.5778174 13.0212255 8.9085391 NA 8.5145290 8.3352961 10.9602602 5.2337577 8.8410885 7.5160743 TCGA-BQ-5888 74 0 NA 403 kidney stage i t1a n0 m0 23-10-2014 female 2009 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 71.45.0 4 1 1 2 4 3 2 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 9.363636e-07 5.20202e-07 16.698017 12.003317 13.238908 13.310828 11.373770 10.222849 8.479292 10.102112 2.398214 11.571386 10.802073 7.572136 4.568135 13.056866 NA 2.246195 3.831168 12.545922 11.089945 11.072048 6.712905 10.372049 12.355310 9.052128 10.749589 8.195222 10.267956 9.478226 8.711200 0.00110930 0.00709060 0.00235810 0.00072048 -0.00309790 0.35659000 -0.01849000 -0.41025000 0.00138680 -0.36272000 0.00104240 0.00235810 0.00847430 0.00374650 0.00072048 0.00083195 -0.39408000 -0.39408000 -0.38850000 -0.00761010 -0.00193990 -0.00193990 -0.38817000 -0.38817000 -0.00166290 -0.02657700 -0.01849000 -0.01849000 -0.00609040 -0.04577000 -0.04577000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.388 0.000 0.000 0.000 0.000 0.357 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.394 0.000 0.000 0.000 0.000 -0.389 -0.389 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.388 0.000 0.000 0.000 0.000 0.357 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.394 0.000 0.000 0.000 0.000 -0.389 -0.389 0.000 0.000 8.7092755 10.7478214 10.5489712 9.6489805 9.8649986 4.2462028 10.6942069 8.0678022 16.1595103 8.3026924 13.4587017 10.3925618 13.5459221 5.7344929 12.9846729 9.2771788 10.4872616 13.2281689 6.1637422 6.5438856 6.8510669 13.0568662 7.6347007 12.8305415 10.2285651 8.2462052 6.8444647 12.0965658 6.8576402 7.1848049 0.6612023 NA 9.0275649 7.3430667 10.3541489 11.1158848 11.6139841 -0.9238514 11.9371733 10.1782560 11.0773366 9.8747521 NA 9.8303327 5.0762812 6.2158319 11.3611044 8.1530960 14.2658733 5.8176130 7.9771471 8.7255363 6.3524054 9.2487077 5.7344929 10.4978192 8.6836105 9.7255365 7.2857333 10.9107514 10.6018011 9.3301279 10.9443312 9.0492602 7.4071972 8.8852446 9.2673396 9.9854234 9.6164084 13.2754159 6.9303388 9.7888074 NA 6.3616824 7.8311679 10.8122594 0.6612023 7.3477436 9.1315627 3.4685963 7.7273317 5.2055646 10.8046260 7.5721355 -0.9238514 6.9589239 9.1041862 12.0496190 9.7645306 1.3981862 9.6499274 9.3674510 8.2978673 9.0833075 13.0702801 5.9805235 1.0762854 10.0187948 11.4513198 12.5459221 12.2532326 12.8305415 10.2285651 11.0388149 7.6270268 6.6231748 10.0857311 9.6480331 8.8059012 8.2386718 13.4600521 2.5357046 2.5357046 6.8576402 4.5357108 13.9050128 11.9735586 10.9198089 11.0147573 9.5418468 9.7905259 10.7636560 9.9060031 10.1172549 5.4513199 2.7767146 3.0762854 10.9334838 9.4607944 10.3013371 7.6799065 1.0762854 9.2636324 8.2978673 11.1700280 7.2310983 8.4382242 8.5701358 TCGA-BQ-5889 63 1 331 NA kidney stage iv t3b n1 m1 23-10-2014 male 2009 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 71.45.0 1 1 1 7 1 3 3 4 3 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 0 0 0 0 0 6 0 0 0 0 0 0 0 1.942087e-06 9.016834e-07 17.626606 11.630321 10.021512 13.329885 10.934101 9.834010 9.102595 10.247442 8.860715 11.681507 9.402414 7.659585 5.947512 12.548891 -1.300448 1.021480 5.956972 11.719695 11.677530 10.813000 9.371125 10.391763 12.114797 11.342312 10.759266 8.855666 9.841052 10.229990 7.958621 0.00585770 0.00224600 -0.03092300 0.01407800 0.30368000 -0.03501400 0.01003300 0.00335660 0.00585770 0.00224600 0.00224600 -0.03092300 -0.00208630 -0.00066637 0.01407800 -0.00303050 -0.97273000 0.00599670 -0.14962000 0.00000000 -0.15052000 -0.15052000 -0.14667000 -0.14667000 -0.14333000 0.01925000 0.01003300 0.01003300 0.01883000 0.00071994 0.00071994 0.000 0.000 0.104 -0.046 0.151 0.151 0.000 -0.147 -0.143 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.152 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.304 0.304 -0.157 -0.157 -0.150 -0.150 0.000 0.000 0.000 0.000 0.104 -0.046 0.151 0.151 0.000 -0.147 -0.143 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.152 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.304 0.304 -0.157 -0.157 -0.150 -0.150 0.000 0.000 8.7385024 9.7930009 10.5165670 7.5668623 9.5221542 3.4544655 10.6292116 6.8695087 17.3213843 8.9546119 12.5433082 15.5075043 13.0108350 8.4644551 12.3523163 10.0169960 10.2646855 13.4344517 8.8340096 8.3216350 7.6624797 12.5488907 7.7357571 12.9382867 10.3325786 12.0908270 7.8002457 12.2614679 6.6184472 7.2309648 -1.3004484 -0.3004484 9.9907541 6.3506351 9.7541877 11.9473626 11.5575644 0.6995516 11.9501779 10.7288706 10.6087265 9.7494319 2.1590156 10.0751658 6.7494324 8.1047251 11.5915569 9.0951174 11.0327387 7.0908704 7.1383752 9.6102261 6.7548661 9.7969572 7.3216350 10.4325987 9.2251043 9.6479507 5.1914363 11.5438968 10.0827477 8.5197624 10.9979324 10.1641291 7.8819778 8.7343824 10.1471832 10.2108419 8.8556665 13.7665555 8.5100746 10.0832877 -1.3004484 7.3472573 9.7184789 10.8002457 1.6995960 8.6711270 9.6732808 8.1974354 8.5387872 5.0919029 10.9314046 7.6595850 0.2845141 5.2073775 10.4760164 12.2282817 10.7136038 2.5069319 9.9970729 10.8512342 8.3948116 9.0919008 13.9912218 5.1919179 3.5069446 10.0510747 11.4532180 11.7196952 12.4123253 12.9382867 10.3325786 10.3869591 7.7108106 7.1342117 9.9310026 10.2613486 8.7790683 8.1258479 13.3546668 7.2580044 5.3142941 6.6184472 4.9090386 13.8287331 12.4600954 10.2920404 10.5466407 10.5149667 10.4473568 11.1864184 9.7398731 11.2260826 8.0101963 4.0571383 2.4000187 11.1182266 8.6846140 11.4885076 8.2845461 2.7870563 10.3724507 8.0680898 10.9175411 5.7976148 8.7426106 7.9475107 TCGA-BQ-5890 69 0 NA 233 kidney stage iii t3a n0 m0 23-10-2014 male 2009 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 71.45.0 4 2 3 6 3 1 1 1 1 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 5 0 0 0 0 0 2.496969e-06 7.629629e-07 16.960678 12.293006 7.691095 15.956023 12.840576 9.976133 7.507208 10.197902 11.032054 11.643001 8.318013 7.679221 2.438426 13.168793 NA 1.608336 3.686355 10.243367 11.599001 10.137568 9.609606 10.248198 12.283135 8.788264 10.357293 8.179897 9.942255 9.656993 5.287428 0.01209700 0.01209700 0.60503000 0.57755000 -0.01271300 0.68440000 -0.07374300 -0.68296000 0.01209700 0.01209700 0.01209700 -0.03081300 -0.73845000 -0.03925800 0.57755000 -0.65929000 -0.00660770 -0.68933000 -0.00027724 -0.01113200 -0.66818000 -0.66818000 -0.08824200 -0.08824200 0.00833510 0.00235810 -0.64434000 -0.07374300 -0.67021000 -0.00290910 -0.00290910 0.000 0.000 0.000 -0.668 0.000 0.000 0.000 0.000 0.000 1.078 0.000 0.000 0.664 0.000 0.000 0.000 0.000 0.000 0.568 0.000 0.000 -0.316 -0.670 0.000 0.000 0.000 0.577 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.668 0.000 0.000 0.000 0.000 0.000 1.078 0.000 0.000 0.664 0.000 0.000 0.000 0.000 0.000 0.568 0.000 0.000 -0.316 -0.670 0.000 0.000 0.000 0.577 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.36101383 9.84410283 9.28313513 8.94820455 10.58817662 5.77827955 10.40493494 8.11262195 16.10042323 4.05313741 13.79181754 11.04968488 13.58368498 3.39261967 12.98959698 8.78715752 10.70345841 14.28817663 10.52323780 4.08228532 8.50317220 13.16879346 8.36472562 14.04350381 10.53679058 7.28391992 8.18158065 12.81177046 5.64788146 7.51524488 0.02332633 NA 10.24377034 7.06413808 9.86940461 10.85680918 10.92652061 1.76034871 11.31187357 10.20661380 11.73419841 8.92022898 0.02332633 9.98435921 5.93028317 4.93028317 10.11085480 9.09306546 8.29329783 7.66965044 7.19665228 9.53184695 2.43842594 8.46356892 7.73304991 10.36027044 10.23528022 2.96199368 8.19164605 10.79185199 9.58436163 8.99493549 10.63349406 9.86835927 7.36620767 9.60019113 9.41212691 11.31743828 9.58243764 13.68487319 8.45630964 9.62578152 NA 7.83162710 7.07505443 10.82051303 -1.56149422 7.35729247 9.77716587 5.56771275 9.76053783 5.05313741 10.54040512 7.67922109 -1.56149422 0.02332633 11.06025238 10.38204316 10.23162633 NA 9.96883582 10.29679911 8.90705349 9.36324205 13.62991285 4.98809840 NA 9.74733721 12.42293693 10.24336716 12.79852208 14.04350381 10.53679058 10.60522022 7.44965711 6.82644680 8.41175375 10.72267521 7.86049419 -0.56149422 13.31115243 -0.56149422 0.02332633 5.64788146 3.79598508 13.66647964 11.52605805 11.56093396 11.10664963 8.00067216 10.60835445 10.18955502 9.97419085 9.42782404 -0.56149422 -1.56149422 -0.56149422 10.82429188 8.04077574 9.10903271 8.31801263 2.60835981 7.81129441 8.73419849 11.22612802 3.19331442 5.84782157 7.46909638 TCGA-BQ-5891 57 0 NA 29 kidney stage iii t3b n0 m0 23-10-2014 female 2009 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 71.45.0 2 2 2 4 4 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 5 0 0 1.040404e-06 9.016834e-07 16.511516 12.798374 11.419074 15.139741 5.781058 10.207663 7.416146 10.053324 9.501537 11.982218 8.158267 9.196097 1.736648 14.161597 NA -1.848401 3.239169 10.651299 11.556670 9.921127 8.815261 9.512001 12.064498 9.349534 10.476164 9.397255 8.461179 9.707250 4.380522 0.011400 0.032845 -0.020559 1.520300 1.513100 1.409100 1.326500 -0.082934 0.011400 0.011400 0.032845 -0.013125 0.020203 1.549000 1.520300 -0.020961 -0.020961 -0.020961 -0.040426 -0.050586 -0.039801 -0.039801 -0.019177 -0.050370 -0.055814 1.434900 -0.144770 -0.124730 -0.130960 0.324470 0.321570 0.000 0.000 0.000 0.000 1.490 1.490 0.000 0.000 0.000 1.435 1.435 1.376 1.376 0.000 0.000 -0.125 -0.125 0.000 1.454 2.670 2.670 0.000 -0.131 0.000 0.000 0.000 0.000 0.000 0.000 1.549 1.549 0.000 0.000 1.509 1.491 0.000 0.000 0.000 0.000 0.324 0.324 0.000 0.000 0.000 0.000 1.490 1.490 0.000 0.000 0.000 1.435 1.435 1.376 1.376 0.000 0.000 -0.125 -0.125 0.000 1.454 2.670 2.670 0.000 -0.131 0.000 0.000 0.000 0.000 0.000 0.000 1.549 1.549 0.000 0.000 1.509 1.491 0.000 0.000 0.000 0.000 0.324 0.324 10.3820233 9.7144221 8.3829236 9.0630946 11.6597449 6.3805217 10.9074247 7.3611560 14.5241085 1.8521587 14.2361580 11.1839205 13.5066062 8.8054434 11.6662933 8.7837889 10.4402803 13.5871124 9.3001791 2.4736311 9.4132099 14.1615968 9.8036512 13.4613565 11.0094892 8.6213442 8.3635908 13.3975152 6.9654842 8.7710054 -0.8484009 -1.8484009 10.4123281 7.0495480 9.8749368 10.9628766 10.3090495 0.9590282 11.9558336 11.3291221 11.0408262 10.2080015 -1.8484009 11.3582591 6.7590333 3.3996360 9.2899744 10.7394801 9.8965365 6.9713067 7.4554834 8.9845925 3.1058959 9.4096797 5.3316121 10.3483047 9.5283707 2.2391536 8.3562737 10.4651525 9.2517077 9.8625090 11.2271817 9.5092546 8.1346964 9.1552205 10.3596320 11.3681453 9.4859758 14.5412163 9.7735530 9.7404173 NA 7.4031851 6.3513757 12.6248375 -1.8484009 8.7883271 9.8201443 8.7488241 9.7865135 5.1851252 11.8653039 9.1960968 -1.8484009 1.7366482 11.7532412 10.2375070 9.9273128 -0.8484009 10.8838700 11.4093850 8.8027542 9.4137974 14.0473252 5.5088153 0.1517290 9.6259156 12.4341395 10.6512994 13.3977380 13.4613565 11.0094892 9.8421371 9.3901072 7.0158889 9.0891499 10.3393639 9.7787804 -0.8484009 12.6384747 1.1517290 3.1058959 6.9654842 5.9132533 13.6418182 11.7956715 10.6894063 11.0102664 8.3648066 11.4254982 9.3109433 10.2657702 9.8736562 NA 0.1517290 -0.8484009 11.1709458 8.2685013 9.3128975 9.5321636 -0.2632653 6.2123981 9.4208293 11.5287775 5.1174873 8.1837485 7.7460272 TCGA-BQ-5892 51 0 NA 364 kidney stage i t1b n0 m0 23-10-2014 male 2010 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 71.45.0 4 2 3 5 4 1 1 1 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.734007e-06 4.161616e-07 15.929840 12.631950 11.791831 13.883081 10.534414 10.503409 8.592150 10.625256 9.686765 11.606147 6.726801 8.664005 7.230154 12.793507 NA NA 3.876900 10.560322 11.178904 10.383920 9.341918 10.023670 12.068650 10.789934 10.505900 8.350654 8.031100 8.651204 6.625151 0.1667600 0.1679000 -0.0034627 0.7867800 0.1514400 0.7364400 0.1083300 -0.0703380 0.1667600 0.1667600 0.1679000 -0.4795500 0.1539700 0.1565100 0.7867800 -0.0347680 -0.0347680 -0.0347680 -0.0162920 -0.0940640 0.1598000 0.1598000 -0.0813390 -0.0813390 0.1610000 -0.0278470 0.1083300 0.1083300 0.1395400 0.0725420 0.0745520 0.000 0.000 0.160 0.160 0.157 0.157 0.000 0.000 0.161 0.000 0.000 0.736 0.736 0.000 0.000 0.108 0.108 0.000 0.000 0.148 0.148 0.153 0.140 0.167 0.167 -0.476 0.000 0.154 0.154 0.157 0.787 0.000 0.000 0.000 0.124 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.160 0.160 0.157 0.157 0.000 0.000 0.161 0.000 0.000 0.736 0.736 0.000 0.000 0.108 0.108 0.000 0.000 0.148 0.148 0.153 0.140 0.167 0.167 -0.476 0.000 0.154 0.154 0.157 0.787 0.000 0.000 0.000 0.124 0.000 0.000 0.000 0.000 0.000 0.000 10.160496 8.844652 9.332327 7.508032 11.314372 5.953975 10.779973 7.134057 16.447050 6.674165 13.968721 14.294855 13.164668 7.585437 12.530487 8.075853 9.901971 12.940426 10.558266 6.953975 9.085401 12.793507 8.827686 13.315792 11.074416 11.551048 8.656338 12.775703 6.885670 4.300709 NA -1.480760 9.613425 7.709171 10.1815705 11.2095634 11.0099473 2.4262379 13.0641305 10.5087416 10.6858240 10.5424084 -0.4805587 10.9744174 4.3007095 6.7672747 8.9981168 9.4574564 11.1204215 6.2258784 7.5746299 9.0380001 5.3648385 9.9239566 7.1450558 10.4073293 9.0399658 4.9287398 6.4500845 10.5640827 9.4103712 9.4596607 11.6679826 10.0686505 8.3506541 8.5746295 9.4374650 10.7843761 8.8614216 14.3700223 6.3777016 9.9869527 NA 8.4602773 8.9297984 9.1358960 NA 9.3451009 9.9084407 5.8231277 8.2858761 6.6842535 10.8113811 8.6640053 -1.4807601 NA 11.0842111 10.7070085 10.3262995 -1.4807601 10.0570508 11.5651068 8.9095160 9.4778999 13.6720281 4.6625758 4.8047506 10.4471251 12.8989285 10.5603218 12.4933135 13.3157924 11.0744155 10.3474836 9.2344510 7.3007067 9.6181292 11.1036050 8.1703988 4.3522359 12.7339698 4.9622899 6.9371996 6.8856695 5.5854373 13.5302629 12.1391086 10.8733209 11.5839215 9.1294492 10.8922122 9.7300185 10.3742155 9.7487668 1.1043367 2.4262379 NA 10.3966312 7.9024463 10.9154461 9.5753074 1.5193406 7.8569689 7.2708914 11.1864586 5.2472668 8.0815894 7.2128339 TCGA-BQ-5893 61 1 241 NA kidney stage iv t3a n1 m1 23-10-2014 male 2010 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 71.45.0 4 2 3 5 4 3 2 4 3 3 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 4 0 1.872727e-06 6.589225e-07 15.9678760 12.3077479 12.9535903 13.5978188 3.8133708 11.1815278 8.3303101 11.2841854 7.6288334 11.7907966 7.8976095 7.9339449 5.8692200 13.1179275 0.5654022 2.9577475 1.7353489 11.1842828 12.1246315 10.9391193 9.4909928 10.5636763 12.4551326 10.6535642 10.6706923 8.6002374 7.9769496 10.5551878 6.6797531 0.60214000 0.60214000 0.00041593 -0.00894850 -0.00788630 0.81786000 -0.03544800 -0.01202400 0.60214000 0.60214000 0.60214000 -0.00069303 -0.00503020 -0.00069303 -0.00894850 0.49753000 0.49753000 0.49753000 0.00666530 0.05883000 -0.00138580 -0.00138580 -0.00166290 -0.00166290 -0.00636680 -0.65566000 -0.03544800 -0.03544800 -0.01887500 0.14102000 0.14102000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.818 0.818 0.000 0.000 0.000 0.000 0.600 0.600 0.000 0.000 0.000 0.000 0.602 0.602 0.000 0.000 0.000 0.000 0.000 0.000 0.490 0.490 0.000 0.000 0.000 0.000 0.000 0.000 0.141 0.141 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.818 0.818 0.000 0.000 0.000 0.000 0.600 0.600 0.000 0.000 0.000 0.000 0.602 0.602 0.000 0.000 0.000 0.000 0.000 0.000 0.490 0.490 0.000 0.000 0.000 0.000 0.000 0.000 0.141 0.141 8.8918678 9.1578956 10.8059317 8.6125622 10.4887659 6.0811393 10.5405700 7.2727977 14.0575733 5.3467974 13.9363302 14.2785027 12.8219421 8.3840209 12.6675782 9.6529012 11.1669772 13.5189984 8.7503137 5.6529023 8.6328727 13.1179275 8.8181041 13.5462029 9.0987682 10.7797576 8.5974842 13.0169072 7.0248704 8.6449234 -0.4345978 NA 10.5366228 7.1200274 10.7540273 11.6937551 11.9995454 1.5654509 12.3409459 10.7391156 11.8682202 9.1075030 0.1504297 10.1137788 6.1200263 5.0083838 9.0977943 9.5057520 8.4872793 8.0409894 8.2236499 9.1578956 7.5254402 10.3035308 -0.4345978 10.9102892 10.1329193 5.3069038 3.4723318 11.0197378 9.8409810 9.0781788 11.7072263 10.5398530 8.1578956 7.8181041 9.9848720 11.7847583 8.3549722 13.4182118 6.0068052 10.5398530 NA 7.8008546 8.0452185 14.3582542 0.5654022 8.6895599 10.1929723 8.4265256 9.0612934 3.9917078 10.7196237 7.9339449 NA 7.6016118 8.4124958 10.9740336 10.1070192 0.1504297 9.3043753 11.2956963 9.4093595 10.7075456 14.1433098 6.5729700 1.5654509 10.5039155 11.7785427 11.1842828 12.9689832 13.5462029 9.0987682 10.1541532 9.2925080 6.5822474 8.6464291 11.4429144 9.2580539 4.9404769 12.9255311 4.3468009 6.0492539 7.0248704 5.3069038 13.5504786 13.2750070 10.5097845 11.3856175 8.8508407 10.9377594 10.3224118 10.3290658 11.2065871 1.8873693 2.6528995 1.1504297 11.1120918 7.2783435 7.1945037 8.7651107 -0.4345978 6.6843797 7.8181041 11.6514088 5.8783207 6.7990588 6.9577556 TCGA-BQ-5894 42 0 NA 84 kidney stage iv t3b n1 m1 23-10-2014 male 2010 NA NA NA kidney papillary renal cell carcinoma yes NA NA NA hispanic or latino 71.45.0 4 2 3 5 4 3 3 4 3 3 0 0 0 0 0 0 0 0 0 0 0 1 0 6 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 1.283165e-06 3.468013e-07 17.1567650 12.8925914 8.2443805 11.1916039 7.9326382 10.5439410 8.5891017 10.9769589 7.6506303 12.2440155 7.6768351 7.7825134 6.4592431 13.5296830 NA 0.7110543 5.7334194 10.9515441 11.7612108 10.8189218 9.2443807 10.7838534 12.1567124 11.0773731 10.5686431 8.3440460 7.8429078 10.4278703 6.6299146 0.2290900 0.2345700 0.0144700 -0.2868900 0.1700100 -0.0016645 -0.0361290 -0.3026200 0.2290900 0.2345700 0.2345700 0.0144700 -0.2769100 -0.3027500 -0.2868900 0.0162860 0.0162860 0.0115410 -0.0252090 0.0000000 0.0069435 0.0069435 -0.2714000 -0.2839500 -0.2812000 0.0391950 -0.0361290 -0.0278080 -0.2907100 -0.0523960 -0.0561730 0.000 0.000 0.000 0.000 0.000 0.000 -0.281 -0.277 -0.281 0.000 0.000 0.000 0.000 -0.272 -0.272 0.000 0.000 -0.277 -0.277 0.302 0.302 -0.284 -0.291 0.229 0.229 0.000 0.000 -0.278 -0.278 -0.286 -0.286 0.000 0.000 0.170 0.170 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.281 -0.277 -0.281 0.000 0.000 0.000 0.000 -0.272 -0.272 0.000 0.000 -0.277 -0.277 0.302 0.302 -0.284 -0.291 0.229 0.229 0.000 0.000 -0.278 -0.278 -0.286 -0.286 0.000 0.000 0.170 0.170 0.000 0.000 0.000 0.000 0.000 0.000 8.459244 9.346769 10.507090 8.182726 10.112464 6.465939 11.003373 6.727859 16.089117 6.354907 13.311138 16.230073 12.515989 8.208903 12.519412 10.774109 10.765655 13.216552 8.531230 6.310964 7.944670 13.529683 7.998763 12.964972 9.444914 11.812862 8.420135 12.630752 6.445760 7.495686 1.880960 NA 11.460711 6.840334 10.6764745 11.9165387 12.1014886 -1.2891219 12.2977734 10.8993306 11.9370114 10.0108313 -1.2891219 9.7004454 5.6179420 6.2732939 10.1044414 9.0374805 10.2223094 8.7152293 8.0148317 8.8221865 7.8273948 10.2880076 2.4114805 10.8699761 9.0718981 7.7825134 4.7334194 11.4920007 10.3975514 9.0553467 11.1028315 10.0942152 8.0148317 8.4321502 10.1278484 11.1435928 8.0427516 13.4041022 8.3199155 10.6153092 -1.2891219 7.2486572 8.8312889 12.6432656 0.2959581 9.4304398 9.7527101 8.2579455 8.3404074 4.0329824 10.8588918 7.7825134 -0.2889457 7.5844951 9.2188456 11.5754305 10.1968802 -1.2891219 9.5760107 10.7437854 9.6513644 11.2056565 14.0463017 5.3157148 4.1033717 10.3643438 11.8515612 10.9515441 12.6642470 12.9649722 9.4449136 10.2950738 9.3710467 6.9871753 9.8212863 10.8800364 9.0079672 7.2108963 13.2146903 5.5814145 5.3404092 6.4457598 5.4792338 13.3631396 12.3703779 10.0680530 10.7099939 9.1225619 10.4495654 11.0603321 10.2463263 12.1258682 2.1704699 1.0329472 2.9589726 11.1185842 8.2327102 9.0169531 8.6164378 2.4114805 8.8797229 7.8064478 11.6427118 6.8557095 7.6058684 7.1415033 TCGA-BQ-7044 73 0 NA 3760 kidney stage iii t3a nx m0 19-3-2015 male 2000 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 162.50.0 1 2 3 6 4 1 2 2 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 2.080808e-06 6.589225e-07 17.2331882 12.0681431 13.4530012 14.1941733 3.1596292 9.7589184 7.3194969 10.6255319 10.7316940 11.5026260 8.4291573 8.2957620 2.4815573 13.3741469 NA 0.1596292 2.8225874 9.3245323 11.6962320 10.2729335 9.3270435 10.6624572 12.2084528 8.9680533 10.4477225 7.6674203 8.7669559 10.2755360 6.2262889 0.0045800 -0.0081624 -0.0090737 0.0416000 0.8566000 0.0532370 0.0518140 -0.8693100 0.0045800 -0.0246400 -0.0081624 0.0132130 -0.0195890 0.0345360 0.0416000 0.0181030 -0.0124380 -0.0124380 0.0093569 0.0034687 -0.8699400 -0.8699400 -0.0019979 0.0182430 0.0345360 0.9194600 0.0518140 0.0625080 -0.8729100 -0.0641060 -0.0653880 0.000 0.000 0.000 -0.870 0.000 0.000 0.000 0.000 0.000 0.914 0.914 0.000 0.000 -0.864 -0.864 0.000 0.000 -0.869 0.000 0.000 0.000 0.000 -0.873 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.857 0.857 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.870 0.000 0.000 0.000 0.000 0.000 0.914 0.914 0.000 0.000 -0.864 -0.864 0.000 0.000 -0.869 0.000 0.000 0.000 0.000 -0.873 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.857 0.857 0.000 0.000 0.000 0.000 0.000 0.000 9.2158116 9.4450277 9.2594116 9.8971545 10.2239190 4.8600639 10.0294762 7.4542458 15.1964572 4.5519405 13.4892349 9.5046609 12.7940583 2.3820308 12.5228476 10.2053851 9.9877618 13.7087282 10.1944243 4.6190549 8.6094617 13.3741469 8.5914711 13.1189633 9.8710056 6.1369050 8.2257145 12.7137345 6.1596251 8.5244896 NA -0.4252687 8.1967147 6.2889085 9.8971545 11.3858368 12.4013107 -1.4254625 11.6158087 10.2537031 11.5843166 9.0061605 NA 10.3407777 6.2541424 5.3025823 9.6467956 9.7231394 8.0072050 6.6025682 7.5375585 8.4465681 4.7039479 8.8344063 8.3161299 10.5540880 9.5426096 7.1558636 7.0009273 10.9181262 9.5935584 8.8166461 10.7354798 10.0253587 6.4935257 8.6766387 9.4146540 10.7068412 10.1694540 15.1228983 7.6096545 10.1454673 0.1596292 8.0509228 6.2185196 12.8710773 NA 9.3025834 9.9776749 4.7445863 8.9701971 4.3560241 10.8364640 8.2957620 -1.4254625 0.5746344 10.8367577 11.3053453 10.5068776 -1.4254625 10.0238116 10.9543120 8.3852347 9.3592978 14.1763757 4.5662976 6.3560223 9.7483400 12.7312990 9.3245323 13.0755048 13.1189633 9.8710056 10.2519421 8.2149077 7.7669555 8.5239645 10.5127723 8.8999683 5.8225899 13.7137345 0.8966206 2.9669841 6.1596251 3.8965916 13.6684477 11.7751018 10.3299678 10.5918193 8.7804561 10.7212316 9.7282149 10.2395546 10.5292227 -0.4252687 6.4908413 -1.4254625 10.9120060 8.5674880 10.6787767 9.1426189 -0.4252687 7.0009273 9.4845561 11.3218069 7.0051159 7.8178368 7.0381870 TCGA-BQ-7045 78 1 1468 NA kidney stage i t1b n0 m0 23-10-2014 male 2001 NA NA NA kidney papillary renal cell carcinoma yes NA NA black or african american NA 162.40.0 3 1 NA NA 1 2 3 4 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 2.115488e-06 9.016834e-07 16.735493 10.971651 15.070189 13.379283 10.919710 10.053741 8.126160 10.271838 8.348553 10.918842 8.509289 8.322558 0.219215 14.643502 NA 2.804239 5.126159 11.212916 11.910935 10.469568 9.841322 10.842237 11.641335 9.600813 10.381661 8.013686 9.016931 10.013686 7.221860 0.01251600 0.01251600 0.64751000 -0.00124730 0.64827000 0.62661000 -0.03081300 -0.02068700 0.01251600 0.01251600 0.01251600 0.64836000 0.00000000 0.00194180 -0.00124730 -0.00055444 -0.00055444 -0.00964990 0.00875280 -0.00814280 -0.00277070 -0.00277070 0.00055459 -0.00670870 -0.00747200 0.63080000 -0.03081300 -0.03081300 -0.02507200 0.10630000 0.11521000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.631 0.631 0.627 0.627 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.648 0.648 0.000 0.000 0.000 0.000 0.000 0.000 0.648 0.648 0.000 0.000 0.000 0.000 0.109 0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.631 0.631 0.627 0.627 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.648 0.648 0.000 0.000 0.000 0.000 0.000 0.000 0.648 0.648 0.000 0.000 0.000 0.000 0.109 0.109 8.994057 9.135149 10.735955 9.736939 10.164714 NA 10.854988 7.263665 15.778587 4.467195 13.630781 10.302749 12.273196 3.541193 13.157390 8.550187 10.147048 14.292240 9.997347 5.219269 8.707110 14.643502 9.120137 12.463039 10.150007 8.230497 8.781512 12.955249 4.541199 8.545699 NA NA 8.727064 6.987454 10.529883 11.484299 11.558563 0.219215 12.484299 10.306733 10.018552 8.792917 NA 9.879266 6.126161 5.389195 11.432374 8.909268 10.788176 2.541193 7.855894 8.742832 4.804234 9.396690 6.541197 10.887269 9.509289 4.804234 3.678703 10.972487 9.764234 8.301419 10.729045 9.783419 6.974158 7.448089 9.798586 9.773859 8.796699 14.463931 4.952082 9.699050 NA 7.570121 7.052160 10.505828 1.219277 8.811727 9.970814 6.727064 9.179272 5.077252 10.953980 8.322558 NA NA 11.209374 10.776734 10.069457 NA 9.800471 11.194401 7.863126 8.800471 13.867066 5.878053 1.804219 9.750651 11.823360 11.212916 12.403215 12.463039 10.150007 10.436016 8.785324 6.742832 9.472101 10.414027 8.384177 6.126161 13.116548 1.219277 3.919712 4.541199 5.467198 13.298721 12.317302 10.754545 11.235382 8.711123 10.231894 9.682794 9.905770 10.135149 0.219215 NA NA 10.976660 7.635772 11.524847 8.863126 0.219215 7.766164 8.190813 10.451691 6.848627 8.185054 6.789125 TCGA-BQ-7046 61 0 NA 2948 kidney stage i t1a nx m0 23-10-2014 male 2002 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 162.40.0 3 2 3 4 3 1 2 2 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 1.144444e-06 3.814814e-07 16.784419 12.041571 11.960645 14.447716 10.442094 10.221504 7.909283 10.242548 9.214612 11.363531 8.311135 8.395116 3.010905 13.638169 NA 1.508429 4.806082 11.465989 12.148119 9.929065 9.034577 10.746410 12.448105 9.770498 10.691625 7.909283 9.347607 9.234054 5.934443 0.54894000 0.54894000 0.59566000 -0.01780300 0.60115000 1.13720000 -0.01876500 -0.01958900 0.54894000 0.54894000 0.54894000 0.59566000 0.00291330 0.00041593 -0.01780300 -0.00277070 0.00819590 -0.00060290 -0.00152430 -0.00940460 -0.00138580 -0.00138580 -0.00346270 -0.00346270 -0.00124730 0.57987000 -0.01876500 -0.01876500 -0.02903800 0.19056000 0.19434000 0.000 0.000 0.000 0.000 0.000 0.000 0.608 0.000 0.000 0.580 0.580 1.137 1.137 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 0.000 0.000 0.549 0.549 0.596 0.596 0.000 0.000 0.000 0.000 0.000 0.000 0.601 0.601 0.000 0.000 0.000 0.000 0.188 0.188 0.000 0.000 0.000 0.000 0.000 0.000 0.608 0.000 0.000 0.580 0.580 1.137 1.137 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 0.000 0.000 0.549 0.549 0.596 0.596 0.000 0.000 0.000 0.000 0.000 0.000 0.601 0.601 0.000 0.000 0.000 0.000 0.188 0.188 9.220357 10.138367 11.301465 9.926959 11.091800 3.730792 10.926959 7.431235 15.550519 4.315762 14.195597 10.894625 13.399681 3.623879 12.351539 8.285385 10.615184 13.459384 11.512156 5.349705 8.887782 13.638169 9.368456 11.961846 10.325920 8.384921 8.429252 12.899289 5.415296 8.883443 NA -1.076432 9.711343 6.431235 9.90785943 11.54067875 10.84379373 4.65136173 12.12341993 10.68665328 11.38312867 9.92484916 3.73079210 10.04432676 4.50840330 4.80608170 9.59674995 8.64282971 8.45482239 4.38287472 7.51215576 8.96783492 4.62387856 9.40624881 6.12311366 10.39257395 8.94858041 3.62387856 6.66490802 10.94094531 9.60467924 9.55461801 10.61081659 9.42328675 7.50086976 8.64282971 8.88344273 11.33891863 9.60994145 14.75983650 8.52491463 10.16899359 -1.07643243 7.53921776 7.44307698 11.33521671 -0.07658456 8.75633081 9.72837854 4.85418021 10.10583519 8.38900745 10.95514211 8.39511594 NA -0.07658456 11.36249257 10.73962460 9.98953003 NA 9.90072087 10.79957410 8.74042436 9.02015602 13.25959874 5.21769215 NA 10.53123358 12.13867053 11.46598915 12.16303942 11.96184555 10.32592007 10.14321444 8.82430771 7.37465176 9.94880202 10.25211580 8.49708818 3.50840330 12.95453900 2.62389027 2.62389027 5.41529558 6.44700220 12.74678724 11.74919476 11.04465060 11.13411227 9.10583519 10.19607068 9.56909932 10.22893266 9.70807581 1.50842865 NA NA 10.49945278 7.62554448 10.91004027 9.09836665 NA 8.03457670 8.50652380 11.43790840 6.82430835 9.80837459 6.95686399 TCGA-BQ-7048 64 0 NA 2839 kidney stage iii t3a n0 m0 23-10-2014 male 2003 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 162.40.0 1 2 3 6 4 1 3 4 3 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 4 0 0 0 1.872727e-06 7.282828e-07 16.2523305 12.1094795 10.6496366 14.3417443 4.1175039 10.2802980 8.7082686 10.4434951 9.3407238 10.7734064 8.6747802 8.7501442 6.8775492 12.7151327 NA -0.8367589 3.9181954 10.4699356 12.1931988 10.6324373 9.4253991 10.3800502 12.1853252 10.0382857 11.1766270 8.3332292 9.1675248 9.2076984 6.2499174 0.0000000 0.0000000 -0.0178030 0.0015704 0.0062481 0.0205830 0.0273570 -0.0585230 0.0000000 0.0000000 0.0000000 -0.0948130 0.0063871 0.0033299 0.0015704 -0.7482900 0.0119580 0.0119580 -0.1378100 0.0054139 -0.0051524 -0.0051524 -0.0013858 -0.0013858 0.0030522 0.0033299 0.0273570 -0.7237400 -0.0532060 -0.0228810 -0.0228810 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.135 -0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 3.657 0.000 0.000 0.000 0.000 0.000 -0.138 -0.138 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.135 -0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 3.657 0.000 0.000 0.000 0.000 0.000 -0.138 -0.138 0.000 0.000 9.5329015 9.4693659 9.1276451 10.5131384 10.0933023 2.9706512 10.5323563 6.7632177 17.0143029 5.6710980 13.4037230 12.4063294 13.1801126 6.2293937 13.2253504 8.6491336 9.8620090 12.8579886 10.6546563 5.0940418 8.8304157 12.7151327 9.2925874 13.3155099 10.0873744 9.8008349 8.4852324 12.5617808 2.1633055 7.5076004 -0.8367589 -0.8367589 9.2280471 7.0336686 10.0535685 11.6137423 10.5625822 4.3332305 12.3559053 10.4584992 10.8405835 9.8188351 NA 10.2070152 5.5208559 5.1633055 8.5252479 10.3487992 7.5252483 4.7482680 7.5164509 9.2022233 4.7178957 9.5252481 1.7482465 10.5136910 11.0189515 4.3332305 6.8215163 10.3770160 9.0197297 8.7926608 10.5958462 9.8792662 7.4487069 8.1233061 8.9560947 10.8370550 8.6288705 13.3599064 6.1636416 10.1247540 NA 7.5542473 7.8775498 9.8852579 1.7482465 9.5307190 10.0716968 6.7557609 12.2951612 5.5556229 10.8563556 8.7501442 4.2925904 2.4852207 12.0319339 11.4607937 10.0290376 1.4852207 9.8732497 11.0690673 9.1661194 9.5906172 13.1487015 3.3163051 3.6227313 10.6103875 12.9146391 10.4699356 12.5014835 13.3155099 10.0873744 9.4986947 9.1884440 8.1290888 9.7264242 9.6451038 8.7331598 3.8071591 12.8565734 4.8912247 3.5556199 2.1633055 5.2293918 14.0017849 12.5039889 11.5705720 12.2798107 8.9314886 10.8835485 10.3885117 10.3987202 9.7463870 0.7482895 3.9706604 NA 10.4981362 7.9776944 11.4612723 9.3642030 -0.8367589 7.8878183 8.4716431 11.2337607 6.8498054 6.2293937 7.0581216 TCGA-BQ-7049 45 1 1364 NA kidney stage i t1a nx m0 23-10-2014 female 2005 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 162.40.0 1 1 1 5 1 3 3 4 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 16.5202128 11.2139469 13.3983197 12.3524105 9.1272476 10.3506382 9.3334322 10.5187567 5.8003201 11.6525883 8.4942396 9.1152169 4.3028162 13.5808587 0.9523336 1.4377604 4.1849864 10.3540548 12.6055227 11.1357093 9.4656548 10.6873703 12.5517700 10.9310325 10.5864070 8.2778523 9.1192384 9.4142106 7.4786726 0.00000000 0.00000000 0.00069327 0.00069327 0.00249690 -0.00498440 0.00346870 -0.00129170 0.00000000 0.00000000 0.00000000 0.00069327 -0.00538660 -0.00484610 0.00069327 0.00000000 0.00000000 0.00000000 -0.00055444 -0.00539920 0.00027728 0.00027728 0.00027728 0.00027728 -0.00290910 -0.00138580 0.00346870 0.00346870 -0.00346270 -0.00521370 0.00736090 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.597620 8.711211 11.532015 8.529751 10.963549 3.759678 10.498059 6.578761 15.669431 7.652762 13.660932 14.110174 13.059931 8.003259 12.999988 9.851377 9.873568 13.039586 10.589309 6.122246 9.639523 13.580859 9.291281 12.517234 11.106887 11.582407 8.880692 13.004754 5.215356 8.693789 -1.369595 -1.369595 9.093918 7.022712 9.8416739 11.5042225 11.7656222 0.9523336 13.2007240 11.4597203 10.2574718 10.7683456 NA 10.8836505 6.2886059 6.1302390 11.1359574 10.0157171 12.6118720 4.9879438 7.2886050 8.8759465 6.6416212 9.9528855 5.7284267 10.6819428 8.6472022 11.1729422 7.7852118 11.8644629 9.9674583 8.5729086 11.6875395 10.4996022 10.6485941 8.9489366 9.6520680 10.6816029 8.9192599 14.5556934 6.5552655 10.3608641 -1.3695945 7.4065970 8.5069109 10.5425348 2.0898371 9.3877839 10.1480633 6.8640140 9.1549355 2.3308452 11.4041513 9.1152169 -1.3695945 8.4976726 10.2209810 10.9579466 10.0461356 NA 10.4365407 11.4731371 8.6555336 9.6754711 13.6810929 6.0002096 3.6303938 10.4976726 11.8836505 10.3540548 12.7722616 12.5172336 11.1068870 10.3321336 9.7165302 7.0355359 9.9110197 10.9912410 9.2040412 10.1061274 12.9578764 4.0227140 6.4569425 5.2153563 6.6472022 13.4256315 12.2785268 9.9802280 10.3684862 9.9846433 11.0076044 10.0291376 10.8361872 10.3646802 2.5372961 NA -1.3695945 11.3217012 7.9203666 10.5824981 10.0831499 5.0227096 8.6004998 8.1676123 11.1376931 7.2078226 9.1519942 7.3617131 TCGA-BQ-7050 53 0 NA 1864 kidney stage i t1a n0 m0 23-10-2014 female 2006 NA NA NA kidney papillary renal cell carcinoma yes NA NA white hispanic or latino 162.40.0 1 2 2 4 4 1 1 2 1 2 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.629629e-07 1.734007e-07 16.856763 12.580907 12.624347 12.832591 13.889659 9.624747 7.693609 10.777111 9.437588 11.375830 8.161905 9.149703 3.511405 12.271038 NA 1.810978 2.898421 11.849028 11.506529 11.383903 9.696663 10.553276 12.372612 10.071298 10.909656 7.916875 9.248718 8.743181 8.112531 0.00305220 -0.00234460 0.00194180 -0.00193990 -0.00518840 0.01880300 0.01209700 0.00680440 0.00208050 0.00208050 0.01474900 0.00194180 -0.00443120 -0.00193990 -0.00193990 0.00000000 0.00000000 0.00000000 0.00194180 -0.00152430 0.00097064 0.00097064 -0.00041585 -0.00041585 0.00305220 0.00638710 0.01209700 0.01209700 -0.32286000 -0.00235530 -0.00235530 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.323 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.323 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.682101 9.293774 8.008183 9.641481 10.581630 3.270394 9.755678 6.822193 14.862175 4.511405 13.672489 9.613482 13.389398 4.132898 12.947236 7.322719 10.279081 12.545993 8.080093 4.643856 8.179473 12.271038 8.851256 12.677859 10.549481 7.901079 8.436675 12.890951 5.440324 7.901079 NA NA 9.618321 6.559158 9.9273101 11.6412833 11.7169172 1.1329058 12.2123790 10.5482135 11.0934755 10.1435623 5.9505174 10.6939912 6.8770559 4.9402513 8.9581710 9.7564100 7.3227187 4.2372272 7.7709684 9.6943732 5.3808229 9.6239457 2.5114174 10.4588742 9.7556783 4.6183209 5.6689474 11.1320487 9.7140949 9.7350364 11.3234598 9.9815172 8.6501700 8.9479571 7.9350872 11.0870906 9.5174621 13.9806172 5.4526580 10.3732086 NA 7.9240048 6.2455945 10.0600797 -0.1890223 8.8810870 9.8917837 7.0106389 11.0873814 5.4833902 11.6255486 9.1497027 3.9808936 NA 12.5862678 11.3510942 10.7038884 NA 10.3222247 11.2683471 9.0870905 9.3510943 13.2396535 5.1363186 0.3959402 10.3617130 12.6161054 11.8490278 12.3493977 12.6778587 10.5494807 10.4164457 8.7431810 10.4606714 9.8639417 10.4943995 8.8851076 3.2703944 13.0360229 1.6183326 6.2785721 5.4403244 4.5114048 13.1936206 12.3223482 10.7057839 11.2019412 9.5371844 10.9155649 10.0307397 10.3812962 9.6813308 2.6183326 3.0588879 NA 11.3372209 7.9331731 13.5699711 9.4930829 -1.1890223 7.0683537 8.8388721 10.8007154 7.3846137 8.2054287 8.5741787 TCGA-BQ-7051 74 0 NA 1533 kidney stage ii t2 n0 m0 23-10-2014 male 2007 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 162.40.0 2 2 2 4 3 2 1 1 2 1 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 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 2.358249e-06 9.710437e-07 16.471706 13.055662 10.814605 14.042338 4.616199 10.299760 7.077745 10.512386 7.666224 11.600756 8.077523 8.945092 2.831938 14.339902 NA 6.931130 1.362442 10.545983 11.676660 10.563248 9.436379 10.779160 12.226987 9.839423 10.832555 7.829421 9.413966 9.925860 5.970525 0.0108420 0.0108420 0.0244080 0.0000000 1.0063000 0.8784700 -0.0886390 -0.0804080 0.0108420 0.0108420 0.0108420 0.0093791 0.0214630 0.0000000 0.0000000 0.0076392 0.0076392 0.0076392 -0.0226060 -0.0254830 -0.0153290 -0.0153290 -0.0160170 -0.0160170 -0.0417020 0.9017000 -0.0886390 -0.0886390 -0.1011800 0.1036400 0.0749840 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.902 0.902 0.878 0.878 0.000 0.000 0.000 0.000 0.000 0.000 0.901 0.901 0.000 -0.101 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.006 1.006 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.902 0.902 0.878 0.878 0.000 0.000 0.000 0.000 0.000 0.000 0.901 0.901 0.000 -0.101 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.006 1.006 0.000 0.000 0.000 0.000 0.000 0.000 9.62381493 9.54273493 10.19752191 9.68783528 11.43390560 4.77052779 10.73162112 7.50120744 12.97410651 2.56888336 14.18259152 9.25259069 13.11124892 3.05432755 12.74859593 8.39162425 10.44049142 13.06288297 10.45662250 2.30585382 10.50041956 14.33990207 10.35592608 12.37694662 10.51003957 7.31663995 8.89502385 12.88037757 5.63928427 8.69060042 -0.01610346 NA 10.17425023 7.06074672 9.6220055 11.4438755 10.9334666 1.6620232 12.8208893 11.3674199 10.8206132 10.4225156 -2.3378857 10.8193505 6.5385211 3.9287872 8.7111714 9.8986157 7.0777450 4.7600346 7.7613511 8.4009400 1.7494485 9.8047488 7.4482733 10.7814310 8.9652134 0.8319583 5.6954260 11.0684743 9.5812394 9.8805668 11.3338763 9.9652134 7.7560812 8.3933227 8.2450863 11.1888695 9.6991902 14.6232610 9.3103610 10.1680631 NA 8.0041227 5.9051776 13.1483044 -1.3378857 9.3045065 9.6805515 6.2730291 9.4159806 4.8218735 11.0623494 8.9450918 -0.7529232 6.3308882 10.0966318 10.7577302 9.9520223 -2.3378857 10.2644704 11.6909456 8.6059835 9.1023537 13.6270437 4.6780325 4.1697968 10.0935012 12.2666726 10.5459832 12.7341361 12.3769466 10.5100396 9.9686348 9.5942182 7.8726749 9.5190514 10.8630554 9.1933849 0.2469553 13.1156279 0.2469553 2.3624418 5.6392843 6.5778835 13.1301397 11.9059213 11.0217531 11.1587325 7.9322986 10.8738918 9.5242533 10.7228683 10.0864323 -1.3378857 -0.7529232 1.8319178 10.7110012 7.5559879 10.3931316 10.1119259 -2.3378857 5.7226983 8.8914231 11.4665380 7.4068377 7.8787492 6.6392828 TCGA-BQ-7053 57 0 NA 1516 kidney stage iii t3 nx m0 23-10-2014 female 2007 NA NA NA kidney papillary renal cell carcinoma yes NA NA black or african american hispanic or latino 162.40.0 1 2 3 4 4 1 3 4 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 1.838047e-06 6.242424e-07 16.422247 12.119077 9.057771 15.399840 8.600005 10.242280 7.810370 10.435581 10.863722 11.773139 8.657450 9.297105 3.859502 12.104120 NA 2.139600 3.006352 11.612360 11.993012 10.605296 9.358778 10.961477 12.205699 11.050737 11.055138 8.148862 9.533442 9.299481 7.319613 0.01335300 0.01335300 0.00555290 0.00027728 -0.00249380 0.64194000 -0.01892100 -0.02458700 0.01335300 0.01335300 0.01335300 0.00166420 0.00332990 0.00027728 0.00027728 -0.00635940 -0.00069303 -0.00249380 -0.00622860 -0.00498440 0.00027728 0.00027728 -0.00470790 -0.00470790 -0.01096400 -0.00567570 -0.01892100 -0.01642900 -0.01409000 0.00536040 0.00986690 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.642 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.642 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.7961397 9.5614270 9.4396256 10.4710536 11.0951741 5.0855691 10.6009687 7.1632824 15.4983902 5.4271871 14.0328443 11.8863216 13.4649813 5.6668560 12.5501234 8.2044318 10.8743193 13.3205792 7.3627600 5.3830649 8.2542709 12.1041205 9.0654695 12.7492230 11.0088860 9.5717832 8.2245743 12.9174935 6.0351400 8.5429978 2.5115692 -0.9478624 11.1916982 7.2069645 9.9066256 11.8124510 11.8465627 -1.9478624 12.7388662 10.9124579 11.0644222 9.9887848 NA 10.5046455 6.2320563 5.7103574 9.5177133 9.1560904 9.8546632 5.4184700 7.4162816 8.7893941 4.9828841 9.7633837 3.5440031 10.7454160 10.4532931 6.9286640 7.4530261 10.9825146 9.9401290 8.6778556 11.3836237 10.0637235 7.7698233 8.9777012 7.7732460 10.7247932 9.7023010 14.0132347 6.7782625 10.1495207 -1.9478624 7.9572031 7.7031983 10.0623252 NA 9.7201454 9.9046763 7.2094933 11.0436687 5.0063429 11.6082936 9.2971052 NA 0.3740657 10.2872636 11.4483502 10.2782579 -0.3628999 10.4911985 11.3285621 9.0745148 9.4363909 13.6498503 5.1595202 1.6371001 10.9159460 12.7758611 11.6123602 12.6318753 12.7492230 11.0088860 10.2643393 9.1376193 10.5452518 9.6630332 10.7232456 8.9499924 7.2220723 13.2239101 4.2419698 6.0855691 6.0351400 4.8723264 13.5017653 12.3390655 11.3117430 11.6050560 9.9736159 10.5634054 10.2034805 10.4673605 10.3735113 1.2220626 4.5322484 -1.9478624 10.6136735 7.6433136 10.4703447 9.5932434 1.6371001 8.1155421 8.8170185 11.1683283 7.6613256 8.5359627 7.8153590 TCGA-BQ-7055 73 0 NA 799 kidney stage i t1a nx m0 23-10-2014 male 2008 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 162.40.0 1 1 3 6 4 3 2 3 1 1 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.468013e-07 2.080808e-07 15.736940 10.560338 11.224137 15.161370 3.515397 10.718991 8.976468 10.901691 4.515397 11.510034 7.751890 9.094337 5.808179 12.488521 NA 2.363395 2.363395 10.066914 12.549497 10.188530 10.857917 11.095845 12.431427 9.284905 10.609211 8.173609 6.763325 9.177888 7.577174 0.01363200 -0.03749000 0.00027728 0.06079400 -0.00104210 0.04726800 0.06109400 -0.76270000 -0.00796350 -0.00796350 0.01740000 0.00027728 -0.00719580 0.00066282 0.00066282 0.00000000 0.00000000 0.00000000 0.01586600 0.00930980 0.01092700 0.01092700 0.00917050 0.02160300 0.03877100 0.04046800 0.06109400 0.07959100 -0.12317000 -0.06544700 -0.06544700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.763 0.000 0.000 0.000 0.000 -0.123 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.762 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.763 0.000 0.000 0.000 0.000 -0.123 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.762 0.000 0.000 9.601799 8.802649 9.856138 10.117540 10.769482 3.100355 10.197690 6.431874 13.091504 5.237862 13.838790 10.872950 13.941191 7.280932 13.188088 9.388227 10.363395 12.486079 6.333021 3.515397 8.467265 12.488521 10.652901 12.625359 10.146939 10.367771 10.599143 14.173922 4.515397 6.785927 1.515410 NA 9.753803 6.193470 10.5863238 11.7369849 11.2095815 0.1934564 13.1383647 10.4823358 9.7803094 9.9298716 NA 11.2993782 NA 2.0008293 8.5018089 9.2446787 6.8081791 4.2378620 7.8118550 8.5706804 6.1003596 9.6291400 5.9077151 10.4408039 10.3169445 3.1934721 5.3019936 10.8939094 9.8246468 8.7557121 11.2511231 10.3195289 8.9649591 8.2835820 9.7727857 10.7970961 8.4788719 14.9227187 5.3587795 10.3304608 -0.8064175 8.3202775 8.2130605 9.7022549 NA 11.5063527 10.5001010 4.6528995 11.0420926 3.4414038 10.8843407 9.0943366 4.6528995 -0.8064175 10.2460377 10.8359728 9.5355444 NA 10.0920710 11.5884682 9.2716206 9.4672652 13.2243954 5.0616120 3.2809266 11.3470217 12.5672865 10.0669138 12.1041124 12.6253590 10.1469386 10.4875160 9.2635906 8.6529012 9.2938824 11.2275809 9.2282687 1.1934564 13.0247770 8.9008288 8.8044944 4.5153971 6.1707503 13.4372008 11.8280539 10.9616540 12.2492605 7.5814868 11.2436585 9.6813098 11.0436565 10.9744195 NA 9.1763921 NA 10.3240403 7.7103119 10.0962593 10.4342610 1.5154097 5.6028607 7.8552479 11.0901805 7.5986109 8.9516930 7.6813094 TCGA-BQ-7056 75 0 NA 612 kidney stage iii t3b n0 m0 19-3-2015 female 2008 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 162.50.0 1 2 3 4 4 1 3 4 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 16.877880 11.795571 8.534257 15.173641 13.525303 9.461015 8.494401 10.342548 11.675211 11.927760 8.582222 8.872602 4.787213 11.076442 NA 2.014605 3.429656 10.527361 11.130863 10.653962 9.386035 10.691753 12.365560 10.705201 10.822781 8.109139 11.249638 9.399045 6.716770 -0.0080071 -0.0080071 0.0646720 -0.0074547 0.0014187 0.0252680 0.0531120 0.0112780 -0.0080071 -0.0080071 -0.0080071 0.0147450 0.0026531 -0.0155870 -0.0074547 -0.8180100 -0.8180100 -0.8180100 -1.2929000 0.0000000 -0.0064877 -0.0064877 -0.0051054 0.0167220 0.0132310 0.0125330 0.0531120 0.0521120 -0.5753500 -0.0639550 -0.0639550 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.575 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.818 -0.818 0.000 0.000 1.974 1.974 -0.799 -0.799 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.575 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.818 -0.818 0.000 0.000 1.974 1.974 -0.799 -0.799 0.000 0.000 9.15927926 9.15331946 10.25700119 10.42153459 10.17196800 5.74254254 9.36923766 7.10561523 14.97060383 2.51712449 13.33654911 13.36841111 13.04074096 5.33654762 12.03571665 9.38676052 10.43913731 13.11001803 6.08787013 3.42965613 7.99190104 11.07644218 8.04620728 12.52423108 10.46823466 9.42259695 7.71967767 12.33288135 7.11265322 8.01462086 0.42964274 0.01464095 10.03421173 6.08071095 10.45963582 11.52125921 12.10990814 0.01464095 12.58518830 10.90184166 10.52406613 10.18788179 8.30770948 10.17323064 0.75154941 4.01462310 9.20609153 9.14304514 7.78940779 7.46068442 7.22407405 9.45479814 4.07351179 9.69644511 4.47405309 10.45756454 10.19453009 1.75159226 2.75159226 10.82331708 10.02164823 9.66686841 10.58447664 9.86167829 7.28452709 8.66686841 7.65607085 10.62195130 9.34926685 12.49768099 8.12704304 10.36334917 0.42964274 7.28546141 6.55894106 9.84222838 0.42964274 8.89011437 9.94880333 6.08071095 10.46609319 2.42966952 11.63529903 8.87260194 -1.57046437 5.01462310 10.56793032 11.48086743 10.16012870 0.01464095 9.89675455 10.22650925 9.56984915 9.96541996 13.63002075 5.82583395 1.42964274 10.33241044 12.08831630 10.52736147 12.39967449 12.52423108 10.46823466 10.71361497 8.11965653 7.13356250 8.72726259 9.59204977 9.04068343 -0.57025015 13.18449383 2.82197547 5.83053676 7.11265322 4.38385633 13.40505244 12.28452689 11.46926303 11.85631639 8.87156523 10.79023127 10.15289285 10.11440711 10.44158463 NA 2.75159226 2.95322798 10.36960498 8.18784839 10.48150975 8.83267043 0.42964274 7.44646716 9.26964965 11.25203015 6.22407501 8.34404375 8.04620728 TCGA-BQ-7058 81 1 343 NA kidney stage iii t3 n2 m0 23-10-2014 male 2010 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 162.40.0 1 2 3 6 4 1 1 1 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 6 0 0 0 0 0 2.080808e-06 5.20202e-07 17.3411573 12.4147016 10.2662933 15.3239665 12.7905175 9.9387329 7.7007830 10.3819380 10.6337713 10.8466548 8.4167287 7.0019531 4.9231777 13.5403620 0.3084774 5.3745561 3.3084628 11.5510445 12.1911089 9.8505304 9.2258379 9.5880763 12.0520380 9.9800069 11.1578709 7.8858946 9.8990529 10.0089056 5.6674238 0.00319100 0.00319100 0.00000000 0.00722170 -0.00069303 0.75738000 -0.04726000 -0.02657700 0.00319100 0.00319100 0.00319100 0.00000000 0.01391100 0.00722170 0.00722170 0.00360760 0.00360760 0.00360760 0.10395000 -0.00981850 -0.00539920 -0.00539920 -0.01119800 -0.01119800 -0.01992700 -0.03531200 -0.04726000 -0.07034900 -0.05361100 -0.02233200 -0.03627100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.456 0.000 -0.083 0.757 -0.801 -0.801 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.104 0.104 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.456 0.000 -0.083 0.757 -0.801 -0.801 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.104 0.104 0.000 0.000 9.390615 10.194925 9.888724 8.390615 10.191109 4.832029 9.378587 8.341889 16.372819 5.330834 13.701789 11.009339 13.315143 5.767898 12.761608 8.316894 10.782679 13.918453 11.615382 4.478389 8.884005 13.540362 8.510590 13.190536 9.899988 9.122247 7.648316 13.095552 5.717857 6.973802 3.308463 2.893420 8.816260 6.839848 9.9277688 11.1373957 12.1101742 1.3084774 12.4238347 9.9835408 11.4880640 9.9675698 NA 9.9046555 6.7430935 4.7347313 9.4846390 9.2539096 8.2243452 5.6303938 6.8476249 9.9130191 5.1413551 9.0749948 5.2153563 10.1964480 10.3154931 4.4377471 5.5752518 11.0363863 9.9157962 10.1718778 10.9318901 9.6168048 7.0499324 8.1476695 8.4117537 10.7811567 9.7146709 15.0146650 6.3536250 9.5973319 NA 8.7730525 7.0566583 10.8147734 2.4784024 7.9305174 10.2243452 7.2392033 10.0554336 3.9523242 10.6093903 7.0019531 -0.6915226 0.3084774 11.6062419 11.5746667 10.7404857 NA 9.9139454 10.7560657 8.6856763 8.4958179 13.7645635 4.0976698 3.3959265 9.4970546 12.5602441 11.5510445 12.7310563 13.1905357 9.8999882 10.4097850 7.4632840 7.4531241 9.2959571 10.8393598 8.1476695 4.7678984 13.6852017 2.4784024 1.3084774 5.7178573 3.7678984 13.6244814 12.4555117 11.7663597 11.9208736 8.1413556 10.8117947 9.7791248 9.7178568 10.1020691 NA NA 2.3084774 11.0791297 7.7557141 11.5894743 8.4248100 1.3084774 6.9305174 9.3718609 10.5746667 4.6660180 4.8320292 7.3745553 TCGA-BQ-7059 71 0 NA 232 kidney stage i t1b nx m0 23-10-2014 male 2010 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 162.40.0 1 1 3 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 1.976768e-06 9.363636e-07 16.9366493 11.6988619 13.1836629 13.4402263 11.9298494 9.8408048 8.8037246 10.2300316 8.8341736 11.6836961 7.7464895 8.5228408 4.6082297 14.0246294 0.1653010 0.4871776 6.0294750 11.0184034 11.6393432 10.7025072 9.5683008 10.3479935 11.9527833 10.9890540 10.6328944 8.5370654 9.1504190 9.3563481 7.0683269 0.00055459 0.00055459 0.00300260 -0.00484610 0.43260000 -0.00595220 0.00055459 -0.00415460 0.00055459 0.00055459 0.00055459 0.00300260 -0.00124730 0.00638710 -0.00484610 -0.00636680 -0.00512270 -0.00512270 0.00013863 -0.00885260 -0.00512270 -0.00512270 0.00000000 0.00000000 0.00000000 0.00430210 0.00055459 -0.01067800 0.00610900 0.03284500 0.03284500 0.000 0.000 0.000 0.000 0.423 0.423 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.458 -0.458 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.433 0.433 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.423 0.423 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.458 -0.458 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.433 0.433 0.000 0.000 0.000 0.000 0.000 0.000 9.078926 9.217177 10.407867 9.311858 10.196645 3.374747 10.287470 6.315035 17.224697 5.284229 13.382376 12.862311 12.925593 5.072179 12.937655 9.366187 10.082288 12.941876 8.597831 6.696670 8.459909 14.024629 8.574680 12.412623 10.754238 9.283581 8.363734 12.616049 5.345198 7.906756 NA -1.834956 8.710253 6.268577 10.019768 11.973851 11.578652 6.384457 12.691177 11.295698 10.691299 9.832844 NA 9.517332 6.263322 6.812747 10.692521 9.446639 10.400705 4.972642 7.060107 8.949106 5.641023 10.052509 7.084153 10.878890 8.723709 5.394106 4.505141 11.405782 9.749312 8.290702 11.459048 10.429438 8.361276 8.315036 9.933887 10.669114 9.217857 14.538834 6.749124 9.952375 NA 7.761031 9.344576 10.740213 2.072174 9.582086 9.641022 4.735143 9.419136 9.798738 10.876741 8.522841 -1.834956 3.972647 11.799986 11.098795 10.515952 -0.834699 10.368331 11.471066 8.200088 9.500679 13.838515 4.370443 1.624709 10.456459 12.970579 11.018403 12.570962 12.412623 10.754238 10.137910 9.116573 7.823500 9.976278 9.899998 8.673084 4.704446 12.816228 3.557606 5.469069 5.345198 6.159641 13.587876 12.391174 10.590242 10.970226 9.491718 10.520089 9.992234 10.394198 9.929746 1.865721 2.809147 NA 11.052509 8.584143 11.296971 7.779998 1.165301 9.422087 8.386876 11.020352 7.190428 9.480438 7.471351 TCGA-BQ-7060 53 0 NA 214 kidney stage i t1a nx m0 23-10-2014 male 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA american indian or alaska native not hispanic or latino 162.40.0 3 1 3 6 3 1 3 2 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 1.040404e-06 3.121212e-07 16.500574 11.398181 13.297063 14.633879 12.950625 10.125683 7.690657 10.374488 8.191642 11.319494 8.071480 8.463247 2.105712 14.361314 NA 0.883308 2.942195 11.873288 11.732218 10.320361 9.280621 11.119516 12.025729 10.124491 10.495250 7.894530 8.441723 9.618577 6.019440 0.00972760 0.00972760 0.61063000 0.00083195 0.61516000 0.59062000 -0.02575600 -0.02999400 0.00972760 0.00972760 0.00245850 0.60138000 0.00000000 0.00083195 0.00083195 -0.00180140 -0.00180140 -0.00180140 -0.00346270 -0.00899060 -0.00138580 -0.00138580 -0.00193990 -0.00193990 -0.00609040 0.59512000 -0.02575600 -1.06750000 -0.02452400 0.09783300 0.10106000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 0.591 0.591 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.611 0.611 0.000 0.000 0.000 0.000 0.000 0.000 0.615 0.615 0.000 0.000 0.000 0.000 0.114 0.114 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 0.591 0.591 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.611 0.611 0.000 0.000 0.000 0.000 0.000 0.000 0.615 0.615 0.000 0.000 0.000 0.000 0.114 0.114 10.007855 9.512052 9.484454 11.128261 11.064662 4.105695 10.501076 7.019440 15.959172 4.205228 14.044749 11.335887 13.272889 3.998782 12.854786 7.998780 10.667937 12.888108 9.352266 5.555727 9.118519 14.361314 9.778120 11.792070 10.608385 8.781148 9.112922 12.702218 5.458211 7.877656 NA -0.116692 9.311663 6.790193 10.2253772 11.6973509 11.1853702 6.1625263 12.4636396 10.7801395 10.6063946 10.0031083 -0.1166920 10.6225206 4.2525368 5.4682640 9.2186930 9.2246360 9.1000483 4.9276974 7.2983403 9.1040840 5.7659457 9.9547650 6.3481881 10.7889403 9.0992400 1.9987732 2.2983357 10.9121296 9.3804892 9.0755955 11.0523924 9.8748245 7.1809832 8.2670067 9.0548965 10.4003157 9.5592597 14.8759754 8.1593027 9.9935684 NA 7.8001771 7.7557208 10.2238946 NA 9.4140340 9.8041517 6.1748578 10.1047648 8.2320309 10.7748332 8.4632468 -1.7018109 -0.7015763 11.4076810 10.7451649 10.0598913 NA 10.2116035 11.3741534 8.6755506 8.9979125 13.6345676 4.7033112 -1.7018109 10.5788209 12.6401368 11.8732883 12.0529145 11.7920704 10.6083848 9.7901932 9.3413674 7.4906327 9.6583311 10.3970301 8.8110805 1.1056781 12.8163784 1.4682705 2.9987732 5.4582114 5.4881647 12.7451843 11.5641016 11.1752406 11.6095207 8.8823630 10.3788245 9.5889350 10.3996592 9.6275758 -0.1166920 -1.7018109 NA 10.3613981 7.3511256 10.5537140 9.9430976 NA 7.6180125 8.8490870 11.0484189 7.2496245 7.8586729 6.7618650 TCGA-BQ-7061 83 0 NA 218 kidney stage i t1b nx m0 19-3-2015 female 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 162.50.0 1 2 3 6 4 1 3 1 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 2.496969e-06 5.548821e-07 16.597649 11.921645 9.787667 14.567331 12.190467 9.698718 8.702458 10.420815 10.928248 11.548378 7.676035 9.517927 5.356996 13.256669 -1.891108 1.694033 1.109093 10.037215 12.124956 10.364686 8.900230 9.768171 12.410778 10.599667 10.325510 8.372336 9.650648 9.091348 5.975729 -0.0070576 -0.0242510 -0.0224260 0.0639830 0.7965800 0.0376770 0.0503920 0.0000000 -0.0070576 -0.0070576 0.0468420 -0.0144290 -0.0263370 0.0437230 0.0639830 -0.0207690 -0.0207690 -0.0015869 -0.0122210 -0.0058140 -0.0022168 -0.0022168 -0.0067813 0.0059700 0.0174040 0.0396190 0.0503920 0.0503920 -0.7279100 0.0505340 0.0505340 0.000 0.000 0.000 0.000 0.787 0.787 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.729 -0.728 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.797 0.797 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.787 0.787 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.729 -0.728 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.797 0.797 0.000 0.000 0.000 0.000 0.000 0.000 9.9755732 8.7699542 9.8664569 9.3787782 10.7454650 5.1314331 10.2761714 7.2280077 15.4057054 4.8095071 13.7079918 12.7077592 12.5399115 5.9482714 12.8044040 8.9002298 9.6321388 13.0614442 9.9459063 4.6009179 9.3148603 13.2566694 8.9451172 13.2727953 10.3776090 10.2923922 8.7511186 12.7284846 5.7955670 7.7654917 NA -0.3059667 9.6380094 5.9292466 9.7951297 11.3099656 11.3754143 1.8094968 12.7392203 11.1734730 11.2589728 10.2556356 -0.8908401 10.6081654 7.2814943 5.1534608 9.3996618 9.9387898 8.9709293 6.7527794 7.3087395 9.7033916 4.8233112 9.9572987 6.6751215 10.5416089 10.2780524 4.5184596 5.2175913 11.0262526 9.5974092 9.7126933 11.2338345 10.3050543 7.3330686 9.4191116 9.9623765 11.2917717 9.5056718 14.3399130 7.7709341 10.0453369 NA 8.2216760 7.7990646 10.1027130 NA 9.1438658 9.8726943 6.2123553 10.5159974 6.4927713 11.7420622 9.5179274 NA NA 12.0873305 11.4587629 10.3249033 -0.8908401 10.2270347 11.6315259 8.9693782 9.7475029 13.7034791 4.0255427 0.1090262 10.1711131 12.4276098 10.0372151 12.8658318 13.2727953 10.3776090 10.0679822 9.1418016 7.8505338 9.3827053 11.1368003 8.3546197 3.9670487 13.4245350 3.4309944 4.5520081 5.7955670 5.1751573 13.5648235 12.2648339 11.3449316 11.5759082 7.9947636 11.3680746 9.5888473 10.8875548 10.3605494 NA 0.6940333 -1.8911076 11.1416294 7.6287423 11.5969070 9.5756533 4.6168634 7.5561504 8.6760724 11.4783917 5.6789226 7.9947636 7.4600061 TCGA-BQ-7062 64 0 NA 116 kidney stage i t1a nx m0 23-10-2014 male 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 162.40.0 3 1 2 1 1 1 1 2 1 1 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 5 0 0 0 4 0 0 0 0 0 0 0 0 0 0 1.387205e-06 4.855218e-07 16.839498 11.866536 13.161782 14.370083 9.889591 9.767406 8.581055 10.124408 8.901547 11.644126 8.538865 8.173857 4.661807 13.202008 NA 2.370583 4.231171 11.808492 11.486607 10.428140 9.062962 11.153660 12.229457 10.723723 10.833455 8.719770 9.230519 9.803008 7.108177 0.0115390 0.0266540 0.5413600 0.0000000 0.3119300 0.4960400 -0.0650450 -0.0128510 0.0115390 0.0115390 -0.0051227 0.5413600 0.0000000 0.0000000 0.0000000 -0.0105080 -0.0105080 -0.0105080 -0.0062286 -0.0191770 -0.0054235 -0.0054235 -0.0129890 -0.0129890 -0.0230180 0.4904200 -0.0650450 -0.0650450 -0.0737430 0.1084800 0.1084800 0.000 0.000 0.000 0.000 0.487 0.487 0.000 0.000 0.000 0.502 0.502 0.481 0.481 0.000 0.000 0.000 0.000 0.000 0.000 0.504 0.504 0.000 0.000 0.000 0.000 0.541 0.541 0.000 0.000 0.000 0.000 0.000 0.000 0.312 0.312 0.000 0.000 0.000 0.000 0.108 0.108 0.000 0.000 0.000 0.000 0.487 0.487 0.000 0.000 0.000 0.502 0.502 0.481 0.481 0.000 0.000 0.000 0.000 0.000 0.000 0.504 0.504 0.000 0.000 0.000 0.000 0.541 0.541 0.000 0.000 0.000 0.000 0.000 0.000 0.312 0.312 0.000 0.000 0.000 0.000 0.108 0.108 9.3241596 9.4807500 10.7031425 9.2944507 11.0728397 3.3321064 10.3415143 7.0415113 16.2789784 5.8437477 13.3163277 10.7696570 13.4183814 6.1724975 12.8019635 8.4252872 10.6107396 13.6799026 10.3773818 7.3705758 8.4400610 13.2020081 8.9968613 11.9476071 10.6175039 9.9872215 8.5309782 12.7204100 4.8641168 9.1338756 NA -0.2924752 10.1460562 7.3917755 9.6383483 11.7795201 11.6696634 4.1226479 12.0798411 11.1830066 10.4360983 9.9945536 -1.8772610 10.4527249 5.7446993 7.6695427 9.7696570 9.4895170 9.3272196 3.8505694 7.2545052 9.0724751 6.6304433 9.9527675 6.4535653 10.3217072 8.9324164 5.5235275 8.0927545 11.1214151 9.8573579 9.0511668 11.2210095 10.0060553 9.2525753 9.1779307 9.0833743 10.4269996 8.9701600 15.2197340 7.2333407 9.9559338 -0.8772610 7.4336697 8.8775360 10.3541696 3.6144978 8.9665695 9.8152638 8.0826504 9.0761173 8.8126465 10.8966118 8.1738575 3.7664998 3.6144978 10.7092537 10.7186051 10.3433290 0.7076131 10.1317771 11.1755560 8.3526689 8.8360349 13.7625260 5.7411811 2.4445876 10.2017997 12.2898313 11.8084922 12.4154732 11.9476071 10.6175039 10.3532694 8.9579094 7.3345370 9.7059003 10.6567080 8.6084777 4.7950760 13.0447682 2.7076131 4.6618066 4.8641168 5.8368936 13.1923406 11.9874149 10.6944010 11.1391085 9.4155451 10.6026811 10.0310410 10.1384118 10.1735174 -0.8772610 0.9300182 NA 10.6234902 8.4131049 11.2026797 8.9999324 1.1226727 8.8607406 8.3847432 11.2788895 7.1588217 8.9891546 7.7391973 TCGA-DW-5560 38 0 NA 353 kidney stage i t1b nx m0 19-3-2015 female 2009 NA NA 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 71.55.0 2 3 2 3 2 2 3 4 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.560606e-06 6.936026e-07 16.444463 12.523399 14.253580 12.740115 7.981059 10.117688 8.517775 9.563454 11.218623 10.523730 11.008213 8.517775 2.889746 13.847637 NA 2.889746 5.015275 12.233636 10.968971 9.687700 9.231212 11.009156 13.227366 11.271876 10.543403 8.569864 11.649481 10.042259 9.182944 0.01936300 0.01936300 -0.00830050 0.00000000 2.54100000 0.80733000 -0.04265100 -0.00539920 0.01936300 0.01936300 0.01936300 0.87727000 0.00305220 0.00000000 0.00000000 0.00194180 0.00194180 0.00194180 -0.01174900 -0.00553750 -0.00332430 -0.00332430 -0.91266000 0.00055459 -0.00567570 -0.01381500 -0.04265100 -0.02630400 -0.03544800 0.09550800 0.09987000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.807 0.807 0.888 0.888 0.000 0.000 0.000 0.000 0.846 0.846 0.000 0.000 0.000 0.000 0.877 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.890 0.890 -0.932 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.807 0.807 0.888 0.888 0.000 0.000 0.000 0.000 0.846 0.846 0.000 0.000 0.000 0.000 0.877 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.890 0.890 -0.932 0.000 0.000 0.000 0.000 0.000 8.864940 10.515784 9.941076 9.831191 10.523069 3.130750 10.830124 7.435937 14.751606 3.822628 11.755618 11.521417 13.560078 5.288292 12.723065 9.466486 11.268334 13.288585 7.198496 3.337197 8.303756 13.847637 7.600237 11.983461 10.173463 10.506460 7.109792 12.034865 7.634883 8.030225 3.015283 NA 8.659131 7.282061 8.3372026 12.5860790 12.3403926 2.2376555 11.6506904 10.3794092 9.3874140 10.8799766 -0.5696077 10.0348653 7.4415391 5.6591311 10.5550796 9.4260792 7.7922561 6.2758023 7.8183291 9.5787886 4.1852005 9.5660213 7.3786789 9.6994387 9.0795682 3.0152835 4.3845058 11.7771028 10.4923582 8.0920901 10.1843645 10.7477247 7.1445573 8.7249330 9.4801607 11.1009683 9.2504910 13.7730812 7.5792465 10.1893680 NA 7.0284388 7.4189969 10.4111656 3.0152835 6.9221657 8.7634673 3.1307497 9.0133947 2.7522348 11.9201600 8.5177749 0.4302853 1.4303388 9.7645853 12.5195970 10.4499028 3.7522455 10.3924851 12.4165096 7.8053518 8.9733438 12.9776886 6.6379116 1.7522348 9.3830532 10.9747936 12.2336360 11.9616935 11.9834613 10.1734634 9.9241675 6.2882940 5.4964016 10.6224692 9.4733392 8.8544782 -0.5696077 13.4495553 2.0152835 1.0152835 7.6348829 4.7157122 13.2386438 11.8615485 9.2552708 9.4260792 8.5071278 10.1106716 10.8086069 9.8722187 11.5762442 3.8897461 4.1307497 NA 10.2424894 8.3730613 13.1039336 7.6924070 2.4303120 7.8439399 7.4415391 12.5629724 6.8815227 9.0560209 9.1616310 TCGA-DW-5561 51 0 NA 414 kidney stage i t1a nx m0 19-3-2015 male 2008 NA NA 100 kidney papillary renal cell carcinoma yes 36 1971 black or african american not hispanic or latino 71.55.0 2 3 2 3 2 2 3 2 2 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 1.283165e-06 5.20202e-07 16.931037 11.846197 12.508510 13.895791 5.333019 9.801212 7.477940 10.665689 10.324628 11.196885 9.788388 7.440465 -0.266906 14.195001 -1.266732 3.942561 3.376957 11.118429 11.466604 9.793126 9.281927 10.513235 13.422776 10.725690 11.059816 8.696001 10.850749 8.982219 7.325563 0.7095100 0.7024800 -0.0354900 -0.0165670 1.5162000 0.7761800 1.4143000 -0.0066432 0.7095100 0.7095100 0.7024800 -0.0216470 -0.0310860 0.0022193 -0.0165670 0.7633100 0.7564700 0.7564700 -0.0142740 -0.0214450 -0.0260300 -0.0260300 -0.0139530 -0.0139530 0.0000000 0.0129340 -0.0202750 0.0012481 0.0176840 0.2245300 0.2284300 0.000 0.000 0.000 0.000 0.744 0.744 0.740 0.000 0.000 0.000 0.000 0.776 0.776 0.000 0.000 0.000 0.000 0.000 0.000 0.798 0.798 0.000 0.000 0.710 0.710 0.000 0.000 0.000 0.000 0.000 0.000 0.763 0.763 1.528 1.528 0.000 0.000 0.000 0.000 -1.293 -1.293 0.000 0.000 0.000 0.000 0.744 0.744 0.740 0.000 0.000 0.000 0.000 0.776 0.776 0.000 0.000 0.000 0.000 0.000 0.000 0.798 0.798 0.000 0.000 0.710 0.710 0.000 0.000 0.000 0.000 0.000 0.000 0.763 0.763 1.528 1.528 0.000 0.000 0.000 0.000 -1.293 -1.293 8.4055308 9.7781826 9.4846495 8.6050109 10.5340055 3.5404613 9.5029434 7.6248890 15.6564911 3.9030286 12.6041444 11.4101645 14.1375819 4.9425567 12.1720273 7.4644249 10.5396551 13.8242930 10.2828902 5.5404613 7.1801886 14.1950006 8.0994278 11.9808847 10.4117057 8.9750887 7.3984419 12.1890749 6.7938010 8.5785957 0.3181143 -1.2667324 8.5062449 7.5144655 9.8494495 12.0260023 11.5982588 2.6399961 12.1259596 10.2664353 10.9995993 10.8964407 NA 9.9407300 7.5012903 6.3180673 10.7010522 9.1915121 9.1189681 6.2582344 7.8752124 9.6467430 4.1254197 9.2838523 7.8598099 9.9315505 10.3015368 3.4879879 6.4542055 10.6489850 10.0294482 8.7499137 11.2783114 10.4724642 9.4601751 9.6527138 8.5596539 11.7424093 8.8967553 15.7041438 6.8018299 10.4975625 NA 8.8060153 7.5307668 9.7904203 1.9030383 7.1635581 9.4821370 4.9810352 8.5754560 5.8311375 10.9735988 7.4404647 NA NA 10.0516483 11.2993974 10.0516483 0.3181143 10.1961190 12.2528646 8.5193752 9.0862525 13.1673428 6.2619106 0.3181143 10.2532331 12.1779910 11.1184287 12.1930494 11.9808847 10.4117057 10.2229535 7.0950488 7.7359208 9.6006777 10.4699302 8.4143440 1.9030383 13.1326505 1.0550568 2.9030383 6.7938010 5.6399961 13.2495012 12.1076017 10.6092388 11.1395763 9.1124838 10.3491949 10.4859043 9.8745741 10.5392524 0.3181143 NA NA 10.0988811 8.2214078 11.7103425 9.1467334 -1.2667324 8.0729558 8.9522742 11.9941720 7.4542047 8.7554735 7.6902075 TCGA-DW-7834 53 0 NA 3950 kidney stage i t1 nx mx 19-3-2015 male 2001 NA NA 90 kidney papillary renal cell carcinoma yes 80 NA white not hispanic or latino 194.47.0 1 3 2 3 1 2 3 4 3 2 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 4 0 1.942087e-06 8.323232e-07 17.697619 11.318287 12.936707 14.122587 10.207516 10.240042 8.650478 10.773029 8.367954 11.691936 8.475694 7.778312 3.633478 14.232621 NA 2.234930 3.984954 11.154604 12.361717 10.376803 9.590079 10.408037 12.259690 11.045208 10.961920 8.852312 9.299058 9.148362 6.520532 0.0027864 0.0027864 0.0050681 0.0175560 0.5496700 0.5013500 -0.0422310 -0.0106340 0.0027864 0.0027864 0.0027864 0.0058830 0.0080686 0.0175560 0.0175560 0.0000000 0.0077902 0.0077902 -0.0098067 -0.0176540 -0.0098067 -0.0098067 -0.0027588 -0.0163720 -0.0235540 0.5190800 -0.0422310 -0.0346200 -0.0490070 0.0440550 0.0440550 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.506 0.506 0.501 0.501 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.550 0.550 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.506 0.506 0.501 0.501 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.550 0.550 0.000 0.000 0.000 0.000 0.000 0.000 9.0234242 9.1440030 10.8361926 7.9970835 10.5118985 2.4759409 10.0626317 5.2017632 15.9789784 4.3604626 13.1153466 11.5455410 14.6054918 6.0974254 12.0469596 7.2990587 10.4328151 14.8674691 9.4130272 6.3828263 8.0678183 14.2326209 7.9504223 12.5172796 10.1075332 9.3892861 7.8787842 12.8201469 5.5568555 6.9946646 -0.2244858 -0.2244858 10.6131246 7.1763756 10.3005279 11.8626279 10.9650123 2.4759409 12.1958516 10.4202542 10.3180448 9.8774723 NA 10.1192375 5.4619967 6.3146548 12.4031445 9.7613385 10.9677894 4.1678155 7.0792778 9.5034171 4.2673485 9.4654946 6.3377396 10.2158467 9.6823872 5.5699133 6.8629596 10.3557552 9.7520608 9.2069943 11.2643410 10.1494493 7.7325989 7.7839254 9.3837514 10.6276359 8.7698501 15.5535481 6.6804017 10.3599894 -1.2246544 7.7062342 7.9073534 9.9547837 2.4759409 7.9800676 10.0591638 9.6958494 8.9554058 6.6642396 10.4265483 7.7783118 NA 4.7296942 10.0632090 10.6943598 10.5106295 -1.2246544 9.2773339 11.1763761 8.3320025 8.7754967 13.5504381 6.1205904 1.5828450 9.8536473 12.0226824 11.1546042 12.0784211 12.5172796 10.1075332 10.6546969 7.9702532 6.9849504 9.2411039 9.8334883 8.6131246 3.0234328 13.1018559 3.7754931 3.2349304 5.5568555 5.8840215 13.6415193 12.5513126 10.8675930 11.4569547 9.0838356 10.6969657 9.2663476 10.0305252 10.0334737 2.3604486 0.3604205 NA 10.6973375 8.1144555 10.2124735 8.6350313 -1.2246544 8.3127151 8.8402394 10.6350314 6.4759360 9.8814051 7.5436807 TCGA-DW-7836 55 0 NA 1093 kidney stage i t1a nx mx 23-10-2014 male 2008 NA NA 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 194.37.0 3 3 NA NA 2 2 3 4 2 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 16.9657082 11.9315777 12.0969977 13.7059510 6.5746117 9.7892552 8.0813497 10.2136515 10.0103520 11.0966053 8.7200315 7.9646378 2.7551867 14.0060751 NA -0.3322441 5.0252725 11.1978842 12.3190807 10.0929376 9.8288535 10.7328012 12.2960533 10.8710697 10.9640644 8.3905293 9.8959392 9.4572553 7.3502249 0.0071199 0.0235740 0.8465200 -0.0135400 0.8593800 0.7858200 -0.0554990 -0.0380340 0.0180170 0.0180170 0.0235740 0.8465200 0.0148880 -0.0135400 -0.0135400 -0.0044312 0.0047190 0.0047190 0.0058309 -0.0124380 0.0000000 -0.0094126 -0.0052610 -0.0052610 -0.0212350 0.8106400 -0.0554990 -0.0587860 -0.0635050 0.1450300 0.1450300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.796 0.796 0.786 0.786 0.000 0.000 0.000 0.000 0.000 0.000 0.812 0.812 0.000 0.000 0.000 0.000 0.847 0.847 0.000 0.000 0.000 0.000 0.000 0.000 0.859 0.859 0.000 0.000 0.000 0.000 0.145 0.145 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.796 0.796 0.786 0.786 0.000 0.000 0.000 0.000 0.000 0.000 0.812 0.812 0.000 0.000 0.000 0.000 0.847 0.847 0.000 0.000 0.000 0.000 0.000 0.000 0.859 0.859 0.000 0.000 0.000 0.000 0.145 0.145 8.5685885 9.1903032 10.7941036 8.7378426 10.3768055 2.5746102 10.4718527 6.4226098 13.7571308 3.1271545 12.7173150 12.1414275 13.2443242 5.5503651 12.8582409 9.1922635 10.5342280 14.2823741 7.4847053 3.7970026 7.9783347 14.0060751 8.3836836 12.0679341 10.0976515 9.2722750 8.0535844 13.0901807 5.2526844 8.3436787 -0.3322441 -1.3324257 9.5014025 7.0075723 9.6627821 11.5012048 11.3729221 -1.3324257 12.3546599 10.3011710 10.0955583 9.8953376 -1.3324257 9.9490722 6.8174685 4.0252769 10.5648108 9.8887046 8.4259447 5.4295390 7.9484922 9.5288086 3.9896477 9.4201023 6.6677219 10.0749894 9.8686203 2.1271380 6.0340440 11.0222466 9.7324644 8.7052688 11.0874186 10.2068805 7.1434546 9.0427611 8.8326287 10.7104071 8.7525302 14.8385074 6.1337772 10.2442061 NA 7.4578093 6.4621374 9.8989429 0.9896477 8.6407015 9.8917234 6.5925348 9.0781308 2.6677105 10.9215692 7.9646378 -0.3322441 1.2526579 9.9197958 10.7121158 9.9114907 NA 9.4015844 11.5824805 8.3115780 9.1535510 13.7506192 5.6437408 1.2526579 9.4855049 11.7989356 11.1978842 12.2749364 12.0679341 10.0976515 10.1912837 8.1312463 6.8426470 9.5487745 9.8053532 9.2088184 1.4750849 13.3607185 2.7551867 3.7970026 5.2526844 4.3401492 13.2555643 12.2215910 10.4184287 10.9418086 8.7944263 10.5476878 9.7093809 10.1635767 10.8603228 -1.3324257 -1.3324257 NA 10.4142361 7.7471262 10.7345139 8.1873580 -1.3324257 6.1834210 8.5457727 11.0981742 6.6733458 8.2489223 7.1475021 TCGA-DW-7837 43 0 NA 1142 kidney stage i t1b nx mx 23-10-2014 male 2007 NA NA 90 kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 194.37.0 2 3 1 2 1 2 1 2 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.005724e-06 3.468013e-07 16.491633 11.093714 12.067476 14.814235 12.052690 10.016193 8.261591 10.737527 9.352529 11.156603 8.109502 8.018477 3.129728 14.026823 3.217200 2.299655 3.589164 10.469584 11.833854 10.371717 9.702434 10.748119 12.316931 10.745364 10.798176 8.699589 9.661115 8.862749 6.683479 0.00388540 0.00694350 0.12167000 -0.00475260 0.68328000 0.65498000 -0.03749000 -0.00350640 0.00388540 0.00388540 0.00694350 0.12167000 -0.00083160 0.01195800 -0.00475260 -0.00664320 -0.00664320 -0.00664320 0.00221930 -0.00401620 -0.00069303 -0.00069303 0.00000000 0.00000000 -0.00387790 -0.00290910 -0.03749000 -0.03749000 -0.01752900 0.09086500 0.09323400 0.000 0.000 0.000 0.000 0.655 0.655 0.000 0.000 0.000 0.000 0.000 0.643 0.643 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.122 0.122 0.000 0.000 0.000 0.000 0.000 0.000 0.683 0.683 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.655 0.655 0.000 0.000 0.000 0.000 0.000 0.643 0.643 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.122 0.122 0.000 0.000 0.000 0.000 0.000 0.000 0.683 0.683 0.000 0.000 0.000 0.000 0.000 0.000 9.2382583 8.8542479 10.5370017 9.4300864 10.6991148 1.7147071 10.0321091 7.0897354 15.6657079 4.7444464 13.2143763 10.8908696 13.7142267 5.0839282 12.5717703 7.8678261 10.3735029 13.5622106 9.9338650 6.1297343 8.2011962 14.0268231 8.8491226 12.3534340 10.3894772 8.3800324 8.5004213 13.0025050 5.7444437 8.2251308 0.1297446 NA 9.6552547 7.5891657 10.0478518 11.2999720 11.0422490 0.7146632 12.5146525 10.5559987 10.5475864 9.8970908 -0.8703873 10.3912412 6.3681380 6.2896058 10.6380240 9.4938687 10.9499129 4.2424348 8.0245518 9.3330820 5.8846223 9.7221909 7.4335145 10.8499782 9.5819752 4.1297364 4.7735902 10.4510984 9.3894771 9.5993758 11.3767714 10.3663461 7.2845521 8.5559986 9.0031780 10.6400036 8.3489025 15.3723312 6.0342179 10.2577282 NA 8.1848808 8.0396270 9.2984061 2.5891642 8.1768578 9.9507106 5.7590892 9.0031780 6.3871212 10.5225880 8.0184773 NA 0.7146632 10.4000293 10.5845473 10.7142267 0.1297446 9.7287169 11.4781854 8.2303961 8.9273955 13.3480701 5.7175503 3.1297281 10.0911836 12.2218304 10.4695839 12.2767798 12.3534340 10.3894772 10.2845521 8.5496942 7.0366242 9.3511641 10.4982404 9.0969602 4.2996623 12.4795680 3.2171997 4.3391873 5.7444437 4.9370901 13.1037155 12.1787316 11.0218973 11.4426169 8.8508332 10.5896777 9.4572865 10.3102648 9.7986189 2.2996550 0.7146632 NA 10.1388627 7.7608018 10.7630879 9.2807504 NA 8.3391873 8.0456133 11.1297339 7.1631565 8.0426230 7.7735902 TCGA-DW-7838 66 0 NA 744 kidney stage i t1b nx mx 23-10-2014 male 2009 NA NA 90 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 194.37.0 1 1 1 1 1 1 3 4 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.73973e-06 1.040404e-06 16.8764321 11.2312454 11.7637191 14.1693370 12.0747268 10.3336648 9.2165735 10.3830506 7.9408862 11.3132402 7.8003758 8.4099683 3.1811503 13.9887971 -0.2782336 1.0436245 5.0436463 10.8809584 12.1663044 10.1406245 9.7925097 10.7118218 12.4426033 9.5226176 10.5534209 8.3327428 9.0924051 9.2934705 7.1537172 0.00398960 0.00398960 0.30889000 0.31980000 0.31177000 0.30809000 -0.00304750 -0.00218470 0.00398960 0.00398960 0.00972760 0.31354000 -0.00152430 0.31980000 0.31980000 -0.00498440 -0.00539920 -0.00539920 -0.00575030 -0.00277070 0.00083195 0.00083195 -0.00027724 -0.00406040 0.00138680 0.31225000 -0.00304750 -0.00304750 -0.00166290 0.07685400 0.07685400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.312 0.312 0.308 0.308 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.309 0.309 0.000 0.000 0.320 0.320 0.000 0.000 0.316 0.316 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.312 0.312 0.308 0.308 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.309 0.309 0.000 0.000 0.320 0.320 0.000 0.000 0.316 0.316 0.000 0.000 0.000 0.000 0.000 0.000 9.306680 8.720308 11.118055 9.034601 10.089678 2.043659 10.401198 6.291574 16.416491 5.365574 13.661022 12.374003 13.660654 4.675912 12.718456 8.887881 9.943305 13.940735 9.388829 7.358343 8.564068 13.988797 8.819750 13.181854 10.394585 9.282051 8.430802 13.263540 6.351075 6.469910 NA -1.278234 10.263298 6.886625 10.5330925 11.3619627 11.2118166 3.0436420 12.4416413 10.0770690 10.7537635 10.0311942 NA 10.0351678 5.1974526 6.2839607 10.6457880 8.8701945 12.0873568 4.1074954 7.1770447 9.1852422 4.2135728 9.5577681 6.7440857 10.3455993 9.0704460 6.1225982 4.9696432 10.2265368 8.7756439 9.4256215 10.8938328 10.2309980 7.3870540 6.9791062 9.5943927 10.7329451 8.5812526 14.4680747 4.7529359 10.0847575 NA 7.7206465 8.1688010 11.1592098 1.0436245 8.5951620 10.1801245 6.3727693 9.5266555 7.6375972 10.5242341 8.4099683 NA 4.3941437 10.8348088 10.2618459 10.2200685 NA 9.1321691 11.0331823 7.9016272 8.7385260 13.7569465 5.5643202 1.7217226 10.1043419 12.4078900 10.8809584 12.2494392 13.1818537 10.3945851 10.1739590 8.9028701 7.7047115 9.5402600 10.1443082 8.7231261 5.0792714 12.6225846 1.3066705 5.9213911 6.3510753 6.2374184 13.2074182 12.3489097 10.9000714 11.2450347 9.2868199 10.2511484 9.1479825 10.2290169 9.3391853 2.9696386 0.3067289 NA 10.6450453 7.9287807 10.2229728 8.0163386 -0.2782336 8.6642322 8.8432512 10.7854499 6.7661114 9.6759142 7.5450849 TCGA-DW-7839 58 0 NA 419 kidney stage i t1b nx mx 23-10-2014 female 2010 NA NA 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 194.37.0 1 3 2 4 2 2 2 2 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.387205e-06 2.427609e-07 15.958861 10.819182 9.848458 13.261910 4.986543 10.182420 8.112965 10.848458 9.430963 11.776060 7.930009 9.510725 2.028781 13.336934 NA 10.394420 1.650259 10.256849 12.356959 10.161221 9.557750 11.020728 12.806152 10.283617 11.013956 8.117864 10.565242 8.445974 8.145426 -0.00303700 0.00666530 0.00368470 0.00499690 0.00000000 0.87807000 -0.05967300 -0.01691600 0.00666530 0.00666530 0.00666530 0.00368470 0.01447000 0.00055459 0.00499690 0.00291330 0.00291330 0.00291330 -0.00553750 -0.00553750 -0.00788630 -0.00946050 -0.00567570 -0.00567570 -0.01505400 -0.02219500 -0.05967300 -0.05967300 -0.04238100 0.01474900 0.01474900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.878 0.878 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.878 0.878 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.4595445 8.9802793 10.3447908 9.4787126 11.2153609 4.7033721 9.8611736 7.1986955 11.4529367 2.3283195 13.2519368 8.7044560 14.1937499 3.6858841 13.3468352 10.1207143 10.5374794 14.1579791 12.0849913 2.4982509 7.0113257 13.3369344 9.2897803 12.7725044 10.5589517 7.3084701 8.0981684 13.5402950 6.7077098 8.8060891 -0.6716231 NA 9.9375095 8.4640401 10.4007983 11.0296372 12.0906089 -1.6716231 13.0449894 10.8254341 10.2025436 10.8427982 NA 10.7358641 7.4420726 5.8201841 8.4780779 9.7702374 7.2261761 4.0832219 8.3070414 9.2025436 2.8518989 9.9676714 6.3113251 9.9048151 10.4184432 0.9132628 1.3283195 10.2712117 9.9825192 8.7503955 11.5184640 10.1878655 8.6009606 9.0562510 8.0374146 10.4815661 8.6891779 15.7331313 5.7970778 10.7859681 NA 7.5499179 4.6858841 9.5904256 0.9132628 8.7836580 10.1280171 4.4576140 9.2708452 2.4982509 11.6789937 9.5107250 NA 5.4263620 8.5193898 10.4904073 10.0477195 -1.6716231 10.2295747 11.9854258 9.7071674 9.7308099 13.6019078 6.1419191 7.6836817 10.1800797 11.6992905 10.2568491 12.7204469 12.7725044 10.5589517 10.6533550 8.4459737 8.3367591 9.3378304 10.7160788 9.6480028 -1.6716231 13.1791524 -0.6716231 3.8829169 6.7077098 4.4157925 13.0912914 12.8594685 10.2029279 10.6392275 10.0613461 11.3118588 9.4511588 11.8499311 10.2759677 NA 1.1541295 NA 10.4806155 7.5215361 10.4605476 9.1792988 -1.6716231 3.5377806 8.4589012 11.4063147 7.9319572 8.7514466 8.5619504 TCGA-DW-7840 60 0 NA 114 kidney stage i t1b nx mx 23-10-2014 male 2011 NA NA 100 kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 194.37.0 2 3 1 7 2 2 1 2 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 6 2.774411e-06 9.363636e-07 16.496906 11.772682 12.178597 14.020238 11.141575 9.696902 7.286092 10.165378 9.985418 11.395246 9.410443 7.605122 3.149552 14.463804 1.647038 4.488354 2.232016 11.859550 11.405832 10.192018 9.020643 10.388520 12.134391 11.072968 10.865415 9.022093 9.928597 9.466168 7.476268 -0.00166290 0.00041593 -0.02181000 -0.01855700 1.45410000 0.72074000 1.18990000 -0.00816240 0.00041593 0.00041593 0.00041593 -0.00571930 0.00055459 -0.00083160 -0.01855700 -0.01106000 -0.01106000 -0.01106000 0.01528100 -0.00415460 -0.00083160 -0.00083160 -0.00144130 -0.00800360 0.00229870 0.00055459 -0.09973600 -0.05374600 -0.02151000 0.07369000 0.07369000 0.000 0.000 0.000 0.000 0.735 0.735 0.000 0.000 0.000 0.000 0.000 0.703 0.703 -0.823 -0.823 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.454 1.454 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.735 0.735 0.000 0.000 0.000 0.000 0.000 0.703 0.703 -0.823 -0.823 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.454 1.454 0.000 0.000 0.000 0.000 0.000 0.000 8.4862570 9.9099310 10.2022814 8.6526776 10.1058015 3.8694470 10.6909919 7.5256148 15.2011623 4.7625295 12.7075240 11.0634989 13.6804762 5.2909109 12.0956858 9.1295252 10.8778742 13.4882899 10.9723586 5.5856536 6.4371295 14.4638035 8.3862712 12.2214890 10.0507754 9.6923578 6.9629573 12.6658329 5.9324557 8.8613723 -0.9378783 0.6470842 8.3052647 6.9987292 9.2457260 11.7140393 12.5828321 0.6470842 12.0513078 10.7707435 10.3300478 9.8442698 NA 9.9979924 6.8886398 6.5619371 10.8286196 9.3253599 8.8918135 5.7463477 7.5738433 9.0941363 5.3288759 9.3896434 7.3004953 9.7959534 9.6564152 2.2320160 4.5856536 11.6907640 9.7203022 9.2029204 10.7586236 9.7814796 7.3658718 8.6638616 9.4382161 10.6022188 9.0707575 14.8109911 7.2532982 10.0329156 NA 7.1834170 7.8136350 10.0038719 1.0621217 8.7984925 9.5245930 5.5378241 8.8491771 6.4967196 10.9351502 7.6051224 NA 5.2118377 10.1764837 11.6248101 10.4097121 NA 9.4152375 11.4804704 8.1495536 8.7900112 13.1242212 5.8518190 0.6470842 9.8119602 11.8838647 11.8595496 12.3180044 12.2214890 10.0507754 10.0486438 7.7590579 6.5378241 10.0844377 9.6051226 8.6432913 1.0621217 12.9462612 1.8694372 3.3840222 5.9324557 4.5215219 13.2223214 11.9069926 10.2939119 10.4709511 8.9324554 10.2022814 10.4956762 9.6554819 10.7972235 1.0621217 1.3839945 NA 10.5039974 8.0674344 11.7903577 8.3004953 -0.9378783 8.0536126 8.1810320 10.8941896 6.5378241 9.0162871 7.3885202 TCGA-DW-7841 61 0 NA 445 kidney stage i t1b nx mx 23-10-2014 male 2010 NA NA 90 kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 194.37.0 1 1 1 2 1 2 1 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 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.421885e-06 4.855218e-07 16.659885 12.255768 11.316368 14.103257 7.214758 9.785396 8.517220 10.211501 9.253281 11.494811 9.394548 7.927728 3.521742 13.466545 NA 3.007160 3.422206 11.263427 11.248565 10.289037 9.055714 10.636866 12.816127 10.986077 10.966889 9.262303 10.603175 9.186598 6.949700 0.0018992 0.0087528 0.0068044 0.0000000 0.5799200 0.5320400 -0.0550950 -0.0126180 0.0018992 0.0087528 0.0087528 -0.0026322 0.0097276 0.0000000 0.0000000 -0.0057920 0.0081959 0.0013868 -0.0023553 -0.0116110 -0.0099565 -0.0099565 -0.0106460 -0.0106460 -0.0128510 -0.0298400 -0.0550950 -0.0550950 -0.0553700 0.1038900 0.1016000 0.000 0.000 0.000 0.000 1.100 0.565 0.000 0.000 0.000 0.000 0.000 0.532 0.532 0.000 0.000 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 0.584 0.584 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.100 0.565 0.000 0.000 0.000 0.000 0.000 0.532 0.532 0.000 0.000 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 0.584 0.584 0.000 0.000 0.000 0.000 0.000 0.000 8.619066 9.526237 10.098661 8.592125 10.320909 4.106700 9.773455 6.932257 16.483903 6.653764 12.784535 11.577560 14.243462 5.702308 12.700069 8.606367 10.444568 13.626859 10.609199 8.566130 7.225870 13.466545 7.923184 12.358417 10.522862 9.865736 7.628865 12.268922 6.376396 7.974595 -1.385337 -1.385337 9.210103 6.843664 9.6239738 11.6474075 11.5189152 1.1998137 11.9131941 10.6337407 10.7367024 10.5842317 NA 10.0819411 6.1462275 8.3290904 10.9583085 9.1026852 11.2012158 5.5351385 7.5337082 9.1761330 6.1066980 9.5820714 7.6344357 10.2263310 9.6795879 6.3013462 4.7441288 10.6599222 9.7709281 9.1087006 11.4149361 10.4051936 7.3929219 8.8242985 9.2505632 10.8825096 8.8340017 14.7417109 6.9675952 10.0520770 NA 7.8897826 9.2184715 9.7240228 3.4222061 7.4790316 9.5172202 5.4477346 8.7607772 6.3083317 10.8236891 7.9277282 NA -0.3851488 10.2327717 11.0882972 10.6889866 1.4221792 9.9350815 11.4411950 8.0824509 8.9887977 13.4301784 6.2789010 1.1998137 9.6358251 11.7911741 11.2634274 12.2771797 12.3584173 10.5228624 10.5533220 7.7441281 7.2147582 9.6592938 10.4250151 8.7298889 5.2295533 12.7560741 2.1998137 3.6148394 6.3763963 5.9546942 13.8091764 12.4985385 10.7668129 11.0245012 9.7279361 10.4485258 10.0358580 9.9740456 10.2752867 1.6148512 2.7847762 NA 10.2645504 8.2322022 11.6690848 8.6592392 2.0742657 9.3797167 8.3994800 11.2049643 6.8242982 8.3813738 7.8120618 TCGA-DW-7842 52 0 NA 92 kidney stage i t1a nx mx 23-10-2014 male 2011 NA NA 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 194.37.0 2 3 2 3 2 2 3 4 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.109764e-06 2.080808e-07 16.026686 10.764031 13.872094 13.303983 8.606817 10.252994 8.185812 10.622642 10.242611 11.711777 9.160314 9.093997 2.593354 15.105972 2.915291 4.379954 4.154073 9.847911 11.653438 10.511025 9.843653 11.040231 12.879970 11.098968 10.750449 8.250137 10.011207 9.098769 6.664817 0.00221930 0.00221930 0.00305220 -0.00041585 0.72123000 0.65756000 -0.03749000 -0.00387790 0.00221930 0.00221930 0.00221930 0.00305220 0.00221930 -0.00041585 -0.00041585 -0.00124730 -0.00124730 -0.00124730 0.00388540 -0.00332430 0.00000000 0.00000000 -0.00249310 -0.00249310 -0.00940460 -0.01487800 -0.03749000 -0.04316800 -0.03054000 0.04528200 0.04528200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.658 0.658 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.721 0.721 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.658 0.658 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.721 0.721 0.000 0.000 0.000 0.000 0.000 0.000 9.422443 8.919784 10.086409 8.542889 11.570348 4.538215 10.515493 5.689280 13.583423 1.856388 13.459938 11.635424 14.062996 4.026313 12.837702 8.757256 10.725469 13.904649 9.639933 2.794998 8.954421 15.105972 9.807674 11.905103 10.998283 9.424978 8.923375 13.096832 7.219794 9.368141 NA NA 9.458160 7.806702 10.0682771 11.3656691 12.0663499 -1.7283353 13.3554043 11.2454824 9.9332045 10.8122809 -1.7283353 10.9314223 6.9007835 4.9856735 9.4550619 10.6198779 8.6432029 4.6289777 7.5074403 8.9822330 4.1294067 9.9925256 7.0947934 10.2537070 9.4649519 -0.7285743 6.0396100 11.4461960 9.9211316 8.7702757 11.4678749 10.4723250 7.5933545 9.3199132 9.2270763 10.8985043 9.2314790 15.4363922 6.8790894 10.7039683 NA 7.9086670 6.0329780 9.7627785 1.5933538 9.1555970 9.8989603 5.4109787 9.3292490 3.2256297 11.3316157 9.0939972 NA 3.0263220 10.9738156 10.4447912 9.2335995 NA 10.4918047 12.4064943 8.9509064 9.6017830 13.9077111 5.9392477 2.9152914 10.5817551 12.2246225 9.8479108 12.4942213 11.9051028 10.9982832 10.0023211 9.5056450 7.3428889 9.4707429 10.8455468 9.4306671 NA 12.6542530 0.5934016 3.9718654 7.2197939 5.7949876 13.0691705 12.2817797 10.1184838 10.7986590 8.8431789 11.2793297 9.9278513 11.0437410 10.6276032 NA 0.4604805 NA 10.3448986 7.4005294 10.6972743 9.7993920 NA 5.9856712 8.3864700 11.5190573 7.4363334 8.7930268 7.3130853 TCGA-DW-7963 43 0 NA 1240 kidney stage i t1b n0 mx 19-3-2015 male 2010 NA yes 100 kidney papillary renal cell carcinoma yes 3.5 1984 black or african american not hispanic or latino 299.44.0 3 1 1 6 3 1 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 1.213805e-06 5.548821e-07 16.918299 11.330681 13.244592 15.094030 12.395614 9.934289 7.605397 9.991051 9.305837 11.327158 7.811072 7.351641 3.236171 13.623283 NA NA 3.236171 11.232402 11.541465 10.126934 9.368877 10.501388 11.948117 9.564090 10.440735 8.860654 9.409424 9.770142 6.899128 0.00944910 0.00944910 0.67244000 -0.00554060 0.69409000 0.65866000 -0.03476800 -0.00373950 0.00944910 0.00944910 0.00944910 0.67244000 -0.00069303 0.00499690 -0.00554060 -0.00567570 -0.00567570 -0.00567570 -0.00346270 -0.00609040 0.00227220 0.00227220 -0.00193990 -0.00193990 -0.00940460 0.67493000 -0.03476800 -0.03476800 -0.03803400 0.14191000 0.14191000 0.000 0.000 0.000 0.000 0.668 0.668 0.000 0.000 0.000 0.675 0.675 0.659 0.659 0.000 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 0.694 0.694 0.000 0.000 0.000 0.000 0.142 0.142 0.000 0.000 0.000 0.000 0.668 0.668 0.000 0.000 0.000 0.675 0.675 0.659 0.659 0.000 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 0.694 0.694 0.000 0.000 0.000 0.000 0.142 0.142 8.576013 9.698325 10.043518 10.448863 9.826127 4.738665 9.924997 6.759726 15.706102 4.651201 13.759889 12.072740 13.165422 4.738665 12.959019 8.764943 10.385911 13.094922 10.827374 5.651201 7.651201 13.623283 8.236163 12.320529 9.952697 8.243658 7.991051 12.875806 3.821129 8.135017 NA NA 8.679107 6.323626 10.0087530 11.6687054 11.2408522 0.6512239 11.9993759 10.0648290 10.7791954 9.0732657 NA 9.1786780 4.9731291 5.5580931 9.4745683 8.3654467 9.9865914 5.5091828 6.9549814 9.5399443 5.4060876 9.3058372 6.4840914 10.5505580 9.2248482 6.0774652 5.2361635 10.2172551 8.8110725 9.1309813 10.6804882 9.4488626 6.6512010 8.2286297 9.0982843 10.3774192 8.6512010 15.0185475 7.5267355 9.7253426 NA 7.7789372 8.1188067 10.1167675 NA 8.0605922 9.7333501 3.9731337 9.7070528 5.5091828 10.2172551 7.3516407 NA 0.6512239 11.3094125 10.8715794 10.2361636 NA 8.8848207 10.9214964 8.1980953 8.6901199 13.3966653 5.3698364 1.6512239 9.6928603 12.1985776 11.2324016 12.2333430 12.3205290 9.9526973 9.8508733 8.2134435 6.8606550 9.5938034 9.6256157 8.3165368 6.2659113 12.7172902 2.2361558 3.4585526 3.8211285 2.6512010 12.7950275 12.2492535 11.3280397 11.7720869 8.8943749 10.0087530 9.3341957 9.9319718 9.8335954 2.2361558 2.2361558 NA 10.5520679 8.3911843 11.2671432 7.2361635 NA 7.9458219 9.0858293 11.1728015 5.9366026 7.2659113 7.2210563 TCGA-DZ-6131 31 0 NA 2429 kidney stage iii t3a n0 mx 19-3-2015 male 2003 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 162.50.0 4 2 2 7 4 1 3 4 1 2 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.363636e-07 4.161616e-07 16.179004 12.232918 6.685166 13.609853 11.182881 10.083455 7.505461 10.520108 7.736241 11.731791 8.149113 9.048940 9.965784 12.337920 NA 1.475707 5.188433 9.688953 11.868432 10.957961 9.136304 10.476026 12.652579 10.646473 10.164546 8.298727 8.390597 9.604424 7.760355 -0.0053992 0.3698600 0.0207630 -0.3329500 0.0186630 0.7413800 -0.0111980 -0.0172540 -0.0053992 -0.0053992 0.0058309 -0.3463400 -0.3704200 0.3473000 -0.3329500 0.0207630 0.0199230 0.0127560 -1.2929000 -0.2679300 0.0000000 0.0000000 -0.3799900 -0.3794300 -0.0117490 0.0014798 -0.0111980 0.0400440 -0.7601200 -0.1103700 -0.0937990 -0.268 -0.268 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 -0.746 0.000 0.000 -0.327 0.000 -0.363 -0.363 0.347 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.730 -0.383 -0.110 -0.110 -0.268 -0.268 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 -0.746 0.000 0.000 -0.327 0.000 -0.363 -0.363 0.347 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.730 -0.383 -0.110 -0.110 9.9282979 10.3488157 7.6456383 8.0590053 11.3653019 4.4757140 11.2999650 7.2657904 16.0679887 5.5249569 14.1430221 12.6668412 13.4606065 5.9496446 11.8893413 9.5525290 10.8618154 13.7890374 8.4656599 2.6277236 8.7764472 12.3379202 9.6107100 12.7174318 10.7117276 9.9742302 9.0548197 13.3392974 1.1131671 8.5946545 -0.6943213 -1.6943213 10.5894556 6.6186718 9.9773294 11.4138227 12.4214011 3.5537168 12.3217261 11.3071966 10.9724562 10.5364094 3.3932514 10.6732031 2.3057955 5.2126783 8.5140228 10.0332834 6.7445796 6.6236533 7.9835078 8.7733941 6.3664848 10.3149172 0.3057955 10.0153031 8.9269245 2.4757075 5.2006064 11.6712907 9.9186570 9.0447250 11.4076000 9.6395028 7.8680311 9.0362585 8.2261415 11.5833664 9.6026128 13.7170014 7.1449294 10.3641185 NA 7.9336505 8.2930522 10.8801454 NA 9.5097481 9.9405995 8.6862494 10.0430358 6.0871488 11.3765802 9.0489399 3.6633446 NA 12.6051395 11.7935028 9.9070950 -1.6943213 10.2951829 11.8922764 9.3184129 9.8031413 13.1058794 6.0640788 0.6277002 11.0279555 12.3731387 9.6889526 12.7888484 12.7174318 10.7117276 10.1187679 9.0615105 9.6333411 9.8777306 10.8725560 9.2194258 0.8907191 13.2200334 2.3932514 4.9057023 1.1131671 6.0062284 14.7962586 12.1503961 10.9135810 11.1002042 8.4706955 11.6894927 10.4647136 11.1803856 10.2339366 -0.1092031 0.8907191 0.8907191 10.7764473 7.6042174 13.7480208 9.5213213 0.6277002 8.6333411 8.1914847 11.6484187 5.6186703 8.1449921 6.6721113 TCGA-DZ-6132 69 0 NA 2460 kidney stage i t1a nx mx 19-3-2015 male 2003 NA NA NA kidney papillary renal cell carcinoma yes NA NA NA NA 162.50.0 1 1 1 1 1 3 3 4 3 2 0 0 0 0 0 0 0 5 0 4 4 0 0 0 0 0 0 0 4 0 0 0 0 0 5 4 0 0 0 0 0 5 0 0 4 0 0 0 0 0 0 4 0 0 0 0 3.329293e-06 6.936026e-07 16.756247 11.691673 10.789464 12.270740 8.359606 10.190072 9.153958 10.403873 6.573009 11.830271 8.527826 8.730053 3.388589 14.030964 -1.655626 0.929185 6.675107 11.379677 11.987848 11.081860 8.557294 10.748800 12.197792 10.817642 10.690704 8.509097 9.212241 9.350516 7.172136 -0.00177470 0.00312410 0.17009000 -0.00283740 0.37290000 0.15539000 -0.01443200 0.00215240 0.00000000 0.00000000 -0.00643340 -0.00062124 -0.00242200 -0.00034405 -0.00283740 -0.00615700 0.00263620 0.00263620 0.00118120 -0.00453090 -0.00670970 -0.00670970 -0.38766000 -0.38766000 -0.00103700 -0.00574240 -0.01443200 -0.01443200 -0.00657160 0.03859000 0.04578100 0.000 0.000 0.000 0.000 0.367 0.367 0.000 -0.388 0.000 0.000 0.000 0.000 0.155 0.000 0.000 0.000 0.000 0.000 0.000 0.374 0.374 0.000 0.000 0.000 0.000 0.000 0.160 0.000 0.000 0.000 0.000 0.000 0.000 0.373 0.373 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.367 0.367 0.000 -0.388 0.000 0.000 0.000 0.000 0.155 0.000 0.000 0.000 0.000 0.000 0.000 0.374 0.374 0.000 0.000 0.000 0.000 0.000 0.160 0.000 0.000 0.000 0.000 0.000 0.000 0.373 0.373 0.000 0.000 0.000 0.000 0.000 0.000 9.687931 8.999721 10.550899 8.488848 10.947121 4.973547 10.741865 6.774643 17.350774 5.366557 13.822897 14.398604 12.955330 6.085656 12.236865 10.299840 10.358211 13.006803 6.944103 6.991649 9.005968 14.030964 9.242792 12.349376 11.049175 10.288536 8.903567 12.883107 5.226832 7.914046 NA -1.655626 10.346302 6.891085 10.2184032 11.4190007 11.3061825 4.9880484 12.5209867 11.3529690 10.4631314 10.7923066 NA 10.7450696 5.7704538 7.3099747 9.7793395 9.4702493 11.4882111 6.3776131 7.8400452 9.0881832 5.4102800 10.5024844 4.6840388 10.5460078 7.8697110 5.5536431 6.1770806 11.4781352 9.7928228 8.8066927 11.7173273 10.0130753 8.7224852 9.3229007 9.8310253 10.9611985 9.0059683 13.5494108 6.6703957 10.3023804 NA 7.3089069 9.6739865 10.5727084 0.9291850 9.2060527 9.4971087 5.9808159 7.7641504 9.8958985 11.2531457 8.7300526 NA 5.4939387 10.7031161 10.8347904 9.9107201 NA 10.1982794 10.8102667 8.6806967 9.9164168 14.0329050 5.1195056 0.6661203 10.4901224 12.7539126 11.3796767 12.3784734 12.3493762 11.0491745 10.1267791 9.3505163 7.3012922 9.9462721 10.8204301 9.0652896 5.5340149 12.6024618 2.6661203 5.2983871 5.2268322 6.4683112 13.3141127 12.1654660 10.2145549 10.6153614 9.7077776 10.6700578 10.0860785 10.8467735 10.4891671 1.9291471 NA -0.6558533 10.8269982 8.3068838 10.7780156 8.9934465 0.3441467 9.7482673 7.9826263 11.1625727 6.7954007 8.9338414 7.4343030 TCGA-DZ-6133 66 1 1557 NA kidney stage i t1a nx mx 19-3-2015 female 2004 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 162.50.0 3 3 2 3 2 2 2 3 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 2.73973e-06 9.710437e-07 16.9025074 12.5047827 12.2905598 13.4267851 10.9402048 9.7514341 7.0175411 10.7592952 10.4492686 11.5494205 8.3615842 8.8160992 1.5784074 14.4507050 NA 0.1998765 5.2443125 11.1672884 11.5692984 10.3728456 9.1031973 11.4939644 12.5289295 10.9268174 10.8263572 8.2122634 9.7164061 9.3542300 6.1783880 0.8059700 2.3787000 0.8480300 -0.0165670 1.6861000 0.8657200 -0.0049792 -0.0042929 0.8059700 0.8059700 0.8044200 0.8510600 -0.0129890 -0.0165670 -0.0165670 -0.0175290 -0.0175290 -0.0175290 0.0000000 -0.0116110 -0.0106460 -0.0106460 -0.0077482 -0.0077482 0.0034687 0.8735800 -0.0145030 -0.0049792 0.0024969 0.2975800 0.3225300 0.000 0.000 0.000 0.000 0.842 0.842 0.857 0.000 0.000 0.869 0.869 0.866 0.866 0.000 0.000 0.000 0.000 0.000 0.000 0.867 0.867 0.000 0.000 0.806 0.806 0.848 0.848 0.000 0.000 0.000 0.000 0.000 0.000 1.686 1.686 0.000 0.000 0.000 0.000 0.298 0.298 0.000 0.000 0.000 0.000 0.842 0.842 0.857 0.000 0.000 0.869 0.869 0.866 0.866 0.000 0.000 0.000 0.000 0.000 0.000 0.867 0.867 0.000 0.000 0.806 0.806 0.848 0.848 0.000 0.000 0.000 0.000 0.000 0.000 1.686 1.686 0.000 0.000 0.000 0.000 0.298 0.298 9.827452 9.086224 9.545545 10.281801 11.577888 5.261693 10.585565 7.496375 13.338510 2.270320 13.876316 10.616505 13.117439 3.492699 11.794523 7.331261 10.101690 13.254285 8.362813 2.632873 10.295579 14.450705 10.118781 11.231826 10.794429 8.254115 9.083783 13.018101 5.605909 9.226165 -2.122177 -1.121863 11.461425 6.811680 9.9842258 11.8568792 11.2760656 -1.1218632 12.9901444 11.2047003 10.7539312 10.5234233 NA 10.9062414 7.1863292 5.9917327 8.8466569 9.7324688 7.2724525 5.1147710 8.1412591 8.2508550 6.0175411 10.1071092 6.5504159 10.2541153 9.1371449 0.8779798 7.0328083 10.7207332 9.5539470 9.5697335 11.2281004 10.1016900 6.6626242 9.9182796 8.5227475 11.7203403 9.7108326 14.7730090 8.3247634 10.5933086 NA 7.7831816 5.9169089 10.2782157 0.1998765 9.6126995 9.4440440 7.2530296 9.1754794 4.2873836 11.0019497 8.8160992 NA NA 9.8369051 10.4892454 9.7491251 0.8779798 10.2554717 11.9071909 9.2117044 9.3708445 13.3072006 5.7220998 5.4171504 10.6833308 12.6871552 11.1672884 12.4457678 11.2318260 10.7944293 9.6403720 9.2676212 7.2464964 9.8144844 10.4760425 9.0194584 0.1998765 13.3765899 2.6853347 5.0378610 5.6059091 6.7297390 12.3855914 11.5095081 10.6418248 11.3169118 8.0034032 10.8545541 9.5969510 10.5014920 10.0834779 -2.1221772 NA NA 10.2595330 6.7636254 10.4031143 9.8786942 NA 5.4926992 8.1576006 11.7119671 6.9838988 7.5164257 6.3738448 TCGA-DZ-6134 69 0 NA 1856 kidney stage i t1a nx mx 19-3-2015 male 2005 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 162.50.0 1 1 1 2 1 1 3 4 3 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 4 0 0 0 0 1.317845e-06 5.20202e-07 16.8776116 11.6016494 12.8523936 14.6951177 7.6469669 10.1442510 8.4623714 10.4701099 7.2873541 11.4218059 7.7535972 8.4473097 5.1638006 13.8549691 -0.9342898 1.0657791 4.5576184 11.4813763 11.3884328 10.8287714 9.3575129 10.6603244 11.9761282 10.6586907 10.7130001 8.4056168 8.5715782 9.4799233 5.9680815 0.0039606 0.0059700 0.0853650 0.0000000 0.4189800 0.3843600 -0.0393940 -0.0058140 0.0039606 0.0039606 0.0059700 0.0853650 0.0020805 0.0000000 0.0000000 -0.0015243 -0.0015243 -0.0015243 -0.0008316 -0.0099565 -0.0030475 -0.0030475 -0.0067813 -0.0067813 -0.0123000 0.4001100 -0.0393940 -0.0393940 -0.0226060 0.0668020 0.0640110 0.000 0.000 0.000 0.000 0.405 0.405 0.000 0.000 0.000 0.400 0.400 0.384 0.384 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.441 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.419 0.419 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.405 0.405 0.000 0.000 0.000 0.400 0.400 0.384 0.384 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.441 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.419 0.419 0.000 0.000 0.000 0.000 0.000 0.000 10.030829 9.448391 9.810600 9.847126 11.043404 3.766203 10.658457 6.738192 16.496305 8.455935 14.280958 13.550967 12.943147 7.048760 12.279402 8.200193 10.431269 12.918686 9.232557 6.942283 9.803436 13.854969 9.759689 12.170939 10.843227 10.781514 9.019235 13.027759 5.709621 8.774850 -1.934014 NA 8.441892 6.508711 10.386003 11.744477 11.283876 4.665677 12.701825 11.187300 10.693528 9.998719 2.235696 10.605410 6.723978 6.993544 9.700578 9.768372 10.368977 4.885945 7.323155 9.200835 6.680476 10.159184 6.200192 10.757292 9.333724 9.546557 3.110163 11.020326 9.393881 9.452707 11.529291 10.239444 8.326686 8.767939 9.475157 10.677714 9.414495 14.990811 6.405528 10.010113 NA 7.262786 8.952225 10.401157 -1.934014 9.537950 9.579001 7.014134 9.646703 9.056580 10.834985 8.447310 2.589332 1.972656 11.380916 10.955841 10.220268 1.065779 10.270643 11.439583 8.504558 9.221850 13.770400 3.791512 1.873104 10.773341 12.895440 11.481376 12.248471 12.170939 10.843227 9.901422 9.527246 8.032993 9.495754 10.484673 8.957550 8.239444 12.898558 5.432088 7.531333 5.709621 6.508711 13.265392 12.055782 10.734652 11.294736 9.447310 10.701258 9.681856 10.535917 9.986864 5.184709 2.589332 NA 10.547566 8.056877 10.574010 9.566111 1.525217 8.731102 8.747883 10.982019 6.833951 8.377515 6.769670 TCGA-DZ-6135 45 0 NA 1670 kidney stage i t1a nx mx 19-3-2015 male 2006 NA NA NA kidney papillary renal cell carcinoma yes NA NA NA NA 162.50.0 1 3 1 5 1 2 1 1 2 1 4 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 9.016834e-07 4.508417e-07 16.254385 11.552263 12.891476 13.548354 10.707033 10.152195 8.332383 10.664645 9.474906 11.674109 8.958146 9.127172 2.129811 13.992510 -1.957916 6.542210 4.019640 10.711913 11.868169 10.662584 9.358645 11.043948 12.640009 10.761967 11.047287 8.088124 10.179035 9.560525 7.780338 0.00000000 0.00000000 0.61208000 -0.00041585 -0.00152430 0.01377200 0.00933320 -0.00110870 0.00000000 0.00000000 0.00000000 -0.00581400 -0.00263220 -0.00162380 -0.00041585 -0.00290910 -0.00290910 -0.00290910 0.00110930 -0.00235530 0.00027728 0.00027728 0.00124810 0.00124810 0.00374650 -0.00470790 0.00933320 0.01433000 0.00763920 0.02848100 0.02848100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.612 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.612 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.808479 8.556091 10.491771 8.136442 11.253492 4.290292 10.095272 6.430381 15.749312 6.987807 13.312404 11.049917 13.274335 4.290292 12.902626 9.143026 9.891378 13.149745 10.590945 6.025357 10.605322 13.992510 9.681705 12.131235 11.093063 8.686220 9.677175 12.525550 5.803914 8.825362 NA NA 9.552634 7.318489 9.8113753 11.4920285 12.1394908 2.9965514 13.2440284 11.4915126 10.1911583 10.8396202 NA 10.9339578 5.5969530 6.0367165 10.3073929 10.0434202 9.4801160 5.2372195 7.5600332 8.6422767 6.0757872 10.0619546 7.4873786 10.8853035 8.6496941 10.1185114 6.5853952 11.8766375 9.9108007 8.7804561 11.7285361 10.7425869 10.7194229 8.7227235 9.5766669 10.9255800 8.8815677 14.9405520 7.1308341 10.3135351 NA 8.2108608 8.1600070 9.7668779 1.3642923 9.5180974 10.0430682 5.5815230 9.4368267 6.9642045 11.2219621 9.1271723 -1.9579160 5.0867583 10.7510168 10.7334531 10.1911583 NA 10.5327135 12.0843652 8.7471322 9.6436704 13.9263675 5.5709365 4.1084492 10.5597873 12.5120693 10.7119134 12.6137611 12.1312350 11.0930629 10.1564316 9.5703295 7.0139077 9.7862095 11.1218487 9.0465844 10.0041754 13.0399404 -0.3727667 3.1298270 5.8039141 6.6570740 13.0024940 11.8176656 10.1044101 10.5137851 9.4940901 11.2595644 9.8014200 10.7604686 10.4565206 0.8496791 2.9492548 -0.9576358 10.5327135 8.0972257 10.9681909 10.1492540 4.1084492 8.1651919 8.5786112 11.0709608 7.8171512 8.5815226 7.3208132 TCGA-EV-5901 47 0 NA 1040 kidney stage i t1 nx m0 19-3-2015 female 2010 NA NA 90 kidney papillary renal cell carcinoma yes NA NA white NA 71.55.0 2 3 2 3 1 2 3 4 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.456566e-06 2.774411e-07 16.434500 11.033935 12.372733 12.568216 7.327532 10.476341 8.730590 10.550955 10.468562 11.950823 8.872603 9.922816 3.683674 14.713720 NA 10.559721 5.240623 10.849356 11.797630 10.625739 9.348465 11.035974 12.432707 10.965695 10.727650 8.564437 9.710731 9.206635 7.271041 0.01153900 0.00889690 0.62351000 -0.00533290 0.74563000 0.71980000 1.40390000 -0.01089100 0.01153900 0.01153900 0.00889690 -0.01023200 0.00000000 0.00125750 -0.00533290 -0.00498440 -0.00498440 -0.00498440 -0.00110870 -0.00443120 -0.00067787 -0.00067787 0.00194180 0.00194180 0.00194180 0.00777830 -0.04590600 -0.03065500 -0.00815580 0.07139100 0.07139100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.720 0.720 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.624 0.000 0.000 0.000 0.000 0.000 0.000 0.746 0.746 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.720 0.720 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.624 0.000 0.000 0.000 0.000 0.000 0.000 0.746 0.746 0.000 0.000 0.000 0.000 0.000 0.000 9.7276498 8.9619468 11.1955807 9.0378407 11.8123644 4.2311636 11.1250241 6.3275329 15.4313768 6.3141527 13.6270925 13.2674820 13.5554628 5.5905661 12.8156813 8.9482989 10.6629362 13.5512814 10.3601756 6.7580233 10.0904533 14.7137197 10.2599422 11.9691672 11.0995802 10.2912908 9.5826843 13.1539438 5.8658792 9.3995061 -1.0168331 -0.4318706 9.9867542 7.3275320 9.7204837 11.6616163 11.8286283 0.7906052 13.3176492 11.6273179 9.9091615 10.9388844 -2.0168331 10.9434193 6.4790915 6.7547259 9.9811214 10.0789629 10.5245749 6.0616531 7.7060435 8.2299767 6.8066038 10.2640070 7.0166590 10.4705739 8.6749796 8.4589696 6.6162312 11.5194835 10.1183042 8.5116902 11.5890630 11.0056041 7.5831490 9.6207667 9.8326413 10.9229991 8.8101343 14.5911734 7.6769500 10.2697941 1.1531568 7.4369189 8.6538927 9.9744038 1.6836965 9.9290459 9.9842926 9.2252195 9.3291958 6.4010894 11.9162814 9.9228155 -1.0168331 6.4178643 9.7115820 10.6834593 9.9687225 -1.0168331 10.6412246 12.4639003 8.9583677 9.7625453 13.8134048 5.9499434 1.5681781 10.7946110 12.0825841 10.8493561 12.4217683 11.9691672 11.0995802 10.0094139 9.5747587 7.1278943 9.7317519 10.9246507 9.3085418 8.9937644 12.7922004 2.2311559 5.0812672 5.8658792 6.7678706 13.0464312 11.7178400 9.8141476 10.5048368 9.8030161 11.2027073 10.1199070 10.7456474 10.7707308 1.6836965 1.4426516 -2.0168331 10.5371055 7.6581172 10.8619041 10.2432737 2.6270932 8.0248953 7.4790915 11.2270053 7.4467608 8.7026250 7.6888685 TCGA-EV-5902 58 0 NA 578 kidney stage i t1 nx m0 19-3-2015 male 2010 NA NA 90 kidney papillary renal cell carcinoma yes NA NA white NA 71.55.0 1 3 2 3 2 2 2 2 2 1 0 0 0 0 0 0 0 5 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 5 0 6 0 0 0 0 5 0 0 0 0 0 6 0 0 0 0 0 0 0 0 2.219528e-06 6.936026e-07 16.1010246 12.3236300 12.9677399 14.3612151 10.5624739 9.1565213 8.0030327 10.0564078 9.6617086 11.5496760 9.2262607 8.7327824 1.8548335 13.0377688 NA -0.2606703 2.4023402 8.2655452 11.4168554 10.6432539 9.5848622 10.6921133 12.6395471 10.6260848 9.8613373 7.6896849 10.2338944 9.8996637 6.9788912 0.01542600 0.01542600 0.04591500 0.99078000 0.01970700 -0.01787700 -0.01361400 -0.99064000 0.01542600 0.01542600 0.00313630 0.01607100 0.04648200 0.98145000 0.99078000 -1.02520000 -1.00600000 -1.02560000 -0.01842700 -0.00048313 -0.01883900 -0.01883900 0.00000000 0.00000000 -0.03088700 0.88075000 -0.01361400 -0.01361400 -1.05970000 -0.00187590 -0.05443000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.881 0.881 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.765 1.765 0.000 -1.060 0.000 0.000 0.000 0.000 0.000 0.000 0.981 0.981 -1.025 -1.025 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.881 0.881 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.765 1.765 0.000 -1.060 0.000 0.000 0.000 0.000 0.000 0.000 0.981 0.981 -1.025 -1.025 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.8742262 8.9242475 11.0051825 9.7209394 10.9115912 3.9092931 9.8352086 6.8478967 12.6598490 2.1544212 12.9780256 7.8874247 12.6116622 2.9617715 12.4865161 8.0732729 10.0278538 13.0861166 9.2530996 0.7393297 9.1473479 13.0377688 8.7810311 12.9145578 11.3144386 6.9520714 8.3940082 12.5504122 6.0792224 8.3293353 -0.8455464 NA 8.7589627 6.9967604 9.7280567 11.5752909 11.4360499 -0.2606703 12.2417895 11.1453999 9.8836054 10.5177204 7.7412492 10.7271098 6.9585411 2.6138381 9.2901189 9.7796617 9.6507640 5.5467278 7.7524623 9.1459314 2.9617715 10.0313101 7.0552759 10.3355619 10.1455771 -1.8458057 7.2285513 11.1941854 9.7883130 9.2946003 11.2044283 9.9067902 6.9649808 9.1345493 9.1395398 10.9285789 9.6613668 13.2125282 8.5853536 10.2762668 NA 7.1115113 4.7837657 10.4106183 0.1544536 9.5853847 9.6427519 2.6138381 9.1042363 0.9617715 11.1111487 8.7327824 NA 1.8548335 9.2504659 10.7894475 10.1970949 -0.2606703 10.2907599 10.8918682 9.1245155 9.2849802 13.4527586 6.4837577 4.3832273 10.1715660 12.9662358 8.2655452 12.4870756 12.9145578 11.3144386 10.4998148 9.0309264 6.9192817 8.7499187 9.7727951 9.6552515 -1.8458057 12.7428900 0.7393297 2.2418707 6.0792224 5.9745890 13.4125457 11.5391933 10.7275834 11.2684773 9.1830063 10.9289908 10.1892086 10.4467312 10.5994245 -1.8458057 -1.8458057 -0.2606703 10.6673969 7.9919747 11.1442440 9.3886283 -0.8455464 5.8617693 8.0821874 11.4877047 7.6661622 9.1359768 7.9888806 TCGA-EV-5903 57 0 NA 757 kidney stage i t1a nx m0 19-3-2015 male 2010 NA NA 90 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 71.55.0 2 1 1 2 1 2 3 4 3 2 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 6 0 0 0 0 0 4 0 3.225252e-06 7.282828e-07 16.7186534 11.2313248 12.4186153 13.4371019 9.3449237 10.2118849 8.2584412 10.4649197 7.5363918 11.7086047 9.2584412 8.5890061 5.2946355 15.6769559 -1.4998098 -0.4998098 8.1691027 9.9064228 11.6597014 10.8676327 9.7332382 10.8744423 12.1354825 10.9968220 10.6256313 7.8903871 8.6474228 9.6588275 6.2815777 0.01349200 0.01349200 0.00666530 0.00000000 1.12080000 0.54912000 -0.03463100 -0.00083160 0.01349200 0.01349200 0.01349200 0.00666530 0.00694350 0.00000000 0.00000000 -0.00097017 -0.00097017 -0.00097017 0.00319100 -0.00691950 -0.00207840 -0.00207840 0.00332990 0.00332990 -0.00346270 0.56739000 -0.03463100 -0.03463100 -0.03135900 0.08175500 0.09304000 0.000 0.000 0.000 0.000 0.000 0.000 0.577 0.000 0.000 0.567 0.567 0.549 0.549 -0.591 -0.591 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.121 1.121 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.577 0.000 0.000 0.567 0.567 0.549 0.549 -0.591 -0.591 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.121 1.121 0.000 0.000 0.000 0.000 0.000 0.000 9.847839 9.036465 10.112165 7.905359 11.235351 2.959640 10.530540 6.494571 15.611588 5.822146 13.691586 13.271243 12.749183 7.107548 12.223025 8.651234 10.402970 13.432202 9.530195 5.984033 9.795413 15.676956 9.947818 12.116192 10.533641 10.909874 8.841181 13.119005 5.840068 8.707232 NA NA 9.088933 6.560914 10.051926 11.691431 11.229201 1.085153 13.027695 11.200441 10.435383 10.188468 NA 10.648694 6.639769 5.660090 9.950914 9.914375 10.226010 3.144079 7.129575 8.910669 6.085180 10.140915 6.151270 10.595285 9.036465 7.606126 6.862161 11.134348 9.806280 9.279116 11.323784 10.313999 8.708452 7.649965 9.718781 10.560238 9.163776 15.309597 8.219333 10.126840 1.307545 7.405876 8.372123 10.190216 1.307545 9.455141 9.997072 9.738623 9.169103 6.790236 10.922808 8.589006 NA 6.129574 10.130940 10.705706 10.027206 -1.499810 10.018871 11.457138 8.691277 9.389722 13.462978 5.042784 1.085153 10.617861 12.203364 9.906423 12.444015 12.116192 10.533641 10.147676 9.541192 7.251762 10.015844 10.645195 8.927531 7.379801 12.948205 3.500216 6.613960 5.840068 6.955545 13.140815 11.805282 10.238310 10.830575 9.110320 10.902164 9.998568 10.712410 10.282397 2.200661 -1.499810 -1.499810 10.662294 7.624701 9.982396 9.865447 1.085153 8.068174 8.764661 11.233021 6.665124 8.949367 6.996073 TCGA-F9-A4JJ 35 1 325 97 kidney stage iii t3a nx mx 19-3-2015 female 2012 NA NA NA kidney papillary renal cell carcinoma yes NA NA black or african american NA 266.43.0 4 2 1 5 4 3 3 4 3 3 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 1.213805e-06 4.508417e-07 16.42667188 12.09593586 12.41549942 11.17323802 0.01392671 10.55795167 8.75035527 10.67573126 6.57619559 11.73312810 8.76658456 8.83093694 3.96814606 13.59197201 -0.98593042 1.82130204 1.33588338 6.33588159 12.37880329 10.76800555 8.35602801 10.64921782 12.51230381 10.12443645 10.21055531 8.82773425 8.64148714 10.15542176 6.44473994 -0.0088526 -0.0089665 0.0223040 -0.7509800 0.0151680 0.0094491 -0.0102320 -0.7251700 -0.0088526 -0.0088526 -0.0111030 0.0223040 -0.7232700 -0.1340600 -0.7509800 0.0125160 0.0253900 0.0253900 0.0270760 0.0172640 0.0119580 0.0119580 -0.7315200 -0.7315200 -0.5556700 0.0329860 -0.0102320 -0.6773700 -1.2929000 -0.2778600 -0.2848800 0.000 0.000 0.000 0.000 0.000 0.000 -0.731 -0.732 -0.556 0.000 0.000 0.000 0.000 -0.731 -0.731 0.000 -0.545 -0.725 0.000 0.000 0.000 -0.150 -0.738 0.000 0.000 0.000 0.000 -0.729 -0.729 -0.136 -0.740 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.708 -0.278 -0.278 0.000 0.000 0.000 0.000 0.000 0.000 -0.731 -0.732 -0.556 0.000 0.000 0.000 0.000 -0.731 -0.731 0.000 -0.545 -0.725 0.000 0.000 0.000 -0.150 -0.738 0.000 0.000 0.000 0.000 -0.729 -0.729 -0.136 -0.740 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.708 -0.278 -0.278 7.8996494 9.6978251 11.0977649 9.2475730 10.0342387 5.5531116 10.7713432 7.0746489 14.1273698 6.6650047 13.4868344 13.2087100 12.7388933 8.3493436 13.0329357 10.9645091 10.6943127 13.3986021 5.7143939 6.6863787 7.4105582 13.5919720 8.2234066 12.7356932 8.7705096 9.8301369 8.6157242 12.2093254 6.1328935 6.7418741 1.0139267 -0.9859304 12.0776853 6.6934340 10.03284884 10.99230619 11.05150017 NA 12.09527019 10.08004242 11.36792703 10.77716554 -0.98593042 9.90497746 7.02518054 5.92084350 9.95646764 9.66769400 10.69738646 7.53347146 8.19137265 8.80836896 6.39765752 10.05971286 -0.98593042 10.82211294 9.32456604 7.92684272 3.92084588 10.64330985 9.47543270 9.46825258 10.89888688 9.68372417 8.63783482 7.74866249 10.50830881 10.99659035 8.47049253 12.91679933 8.54883963 10.51180502 NA 8.19729092 7.82452475 13.25928307 1.59893683 8.55698496 9.81404422 9.24996744 8.59891563 3.18388346 11.55722674 8.83093694 NA 7.83413222 8.03632090 11.61804305 9.98333967 -0.98593042 9.94616793 10.77217640 9.53063809 10.76088732 13.99324441 6.12665285 -0.98593042 10.15924847 11.43890675 6.33588159 12.79038623 12.73569324 8.77050962 9.30051089 8.94764395 6.14323626 9.33668128 10.70613275 9.66590187 7.62128340 12.50818377 3.10141476 4.56854292 6.13289348 5.08004362 13.54927232 12.12590390 9.99337844 11.25355171 9.25474449 11.00405715 10.60641021 10.02518041 11.66657411 4.22340710 NA 2.59891302 11.73590680 6.77557078 8.15043173 8.36268116 0.01392671 7.46516394 7.79531305 11.74866282 6.00263727 7.58000751 7.39765752 TCGA-F9-A7Q0 37 0 NA 398 kidney stage i t1b nx m0 19-3-2015 female 2013 NA NA NA kidney papillary renal cell carcinoma yes NA NA asian not hispanic or latino 376.31.0 4 1 1 7 4 3 2 3 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 15.7575115 11.8506867 10.0173401 13.7207690 9.9824546 10.0752488 9.3371565 10.3755268 4.3371545 11.5083333 9.6231783 8.3771723 3.7701207 12.3607722 -0.9847879 -0.9847879 3.0152299 12.8431665 11.2139435 10.8809617 8.3075501 10.9737811 12.6410514 9.9932237 9.4787528 8.5328978 9.9817338 9.6599859 9.0209511 0.000000 0.019363 0.209010 0.184950 0.214370 0.153670 0.113890 -0.739170 0.031436 0.019363 0.019363 0.196190 -0.672330 0.227150 0.184950 -0.690610 -0.690610 -0.690610 -0.692420 0.190460 0.181470 0.167770 -0.707200 -0.707200 -0.711760 0.174370 0.037818 0.124610 -0.748120 -0.298980 -0.298980 0.199 0.199 0.181 0.181 0.189 0.189 -0.677 -0.707 -0.712 0.174 0.174 0.154 0.154 -0.703 -0.703 0.000 0.000 -0.699 -0.699 0.160 0.160 -0.698 -0.748 0.000 0.000 0.196 0.196 -0.679 -0.679 0.227 0.227 -0.691 -0.691 0.203 0.203 -0.697 -0.697 -0.692 -0.692 -0.299 -0.299 0.199 0.199 0.181 0.181 0.189 0.189 -0.677 -0.707 -0.712 0.174 0.174 0.154 0.154 -0.703 -0.703 0.000 0.000 -0.699 -0.699 0.160 0.160 -0.698 -0.748 0.000 0.000 0.196 0.196 -0.679 -0.679 0.227 0.227 -0.691 -0.691 0.203 0.203 -0.697 -0.697 -0.692 -0.692 -0.299 -0.299 9.8274057 9.6805644 10.9217432 9.0278529 10.2855237 4.4414901 10.2062875 7.4118330 14.3117503 5.3190109 12.8110651 9.7734516 13.2975205 4.1851529 13.3711988 7.0375964 10.3628498 13.3185811 8.7431487 6.0920446 5.7294739 12.3607722 7.7734518 12.7026041 10.5050763 7.8031308 7.8258003 11.8471294 7.2246818 7.3902679 -0.9847879 NA 8.5964291 7.7998631 10.93446416 10.88520774 12.21765835 -0.98478791 12.16893873 10.12440607 10.08266281 10.98892578 NA 10.55001756 4.14451142 6.53092753 9.73376123 9.21979944 11.15382015 4.40754310 8.40324556 9.64093719 5.64458601 10.43571505 3.82258740 10.20505290 9.20258056 5.65908541 6.82258358 11.14772809 10.40432189 10.16370502 10.58508404 9.42673942 7.51108372 8.60581543 9.75247565 10.80679827 9.51986856 12.52895599 8.16456909 10.32185979 NA 7.16029399 7.20010411 10.65637695 3.65907970 9.24764939 9.24164048 4.60019243 8.59076780 2.47466966 11.31157106 8.37717235 0.01521209 NA 7.55438701 11.99358135 9.97884700 NA 10.35340766 10.61978163 8.42249625 9.35507839 13.44299953 7.11462834 0.60017459 10.50908387 12.36713383 12.84316646 12.43768743 12.70260407 10.50507633 10.77178475 7.65547348 5.87321031 10.22323103 9.44358863 9.68853742 6.74993779 13.04028141 2.92212171 4.74314870 7.22468185 3.53878645 14.39102366 11.69074445 9.86697750 11.28523164 10.51905414 10.24344583 10.50858355 9.31558095 10.50858355 NA 0.60017459 NA 11.09371281 8.82406390 10.37579024 7.80964403 3.71566278 7.92512120 8.08400685 11.48588726 7.47055557 7.72258761 8.53289783 TCGA-F9-A7VF 75 0 NA 73 kidney stage i t1a nx m0 19-3-2015 female 2013 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 344.34.0 3 3 2 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 16.7521848 12.5718656 9.6378010 13.8318655 5.5541437 9.1246784 6.4880538 9.6160481 10.4710474 11.2458605 10.3551627 6.3949445 3.4880522 12.6174979 NA -0.5118964 4.1319104 12.4384275 10.1099043 9.8400973 8.2295206 9.8489010 11.0626474 9.4922742 11.2299421 7.4538377 11.3877884 9.5541431 8.4022894 0.02034300 0.02034300 0.82187000 -0.00828540 0.82784000 0.76504000 -0.06088300 -0.00819950 0.02034300 0.02034300 0.02034300 0.80092000 0.01293400 0.00952320 -0.00828540 -0.00595220 -0.00595220 -0.01987300 0.00041593 -0.00415460 -0.00484610 -0.00484610 0.00374650 -0.01162200 -0.02130900 0.76274000 -0.06088300 -0.06088300 -0.05980700 0.13483000 0.15039000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.771 0.771 0.765 0.765 0.000 0.000 0.000 0.000 0.000 0.000 0.766 0.766 0.000 0.000 0.000 0.000 0.822 0.822 0.000 0.000 0.000 0.000 0.000 0.000 0.822 0.822 0.000 0.000 0.000 0.000 0.135 0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.771 0.771 0.765 0.765 0.000 0.000 0.000 0.000 0.000 0.000 0.766 0.766 0.000 0.000 0.000 0.000 0.822 0.822 0.000 0.000 0.000 0.000 0.000 0.000 0.822 0.822 0.000 0.000 0.000 0.000 0.135 0.135 7.370697 10.983409 10.746031 10.304238 9.001781 NA 10.359189 8.430568 14.172474 4.442247 12.450769 9.904851 12.995477 3.488052 11.831192 8.249605 10.463902 13.818551 8.102764 4.880372 7.818971 12.617498 7.382871 11.712056 9.478158 6.687726 6.453839 11.884391 5.394943 7.647925 3.488052 NA 8.731228 6.800937 8.2921849 11.6920135 10.9923763 -0.5118964 10.9849077 8.8234443 10.6485556 8.7477972 3.0730147 9.5728622 6.9143182 4.8803721 10.2412706 7.5860862 7.0272127 4.8803721 7.4653338 9.7734561 3.3949394 7.7688248 6.8009374 9.4710474 10.3874108 4.6173396 7.2362467 10.7168725 9.5741901 9.3522399 10.5900295 8.4964823 5.8279028 9.4767385 7.3949445 10.3994458 9.9058853 14.6174576 8.3781357 9.3889207 NA 7.0654829 5.6975070 11.1520566 2.8099906 5.2954071 9.0502963 4.7734584 8.8032035 2.2953998 10.2986254 6.3949445 NA 1.4880522 8.8739162 12.1162715 10.0272127 1.4880522 8.7571806 10.1988602 7.3272580 8.9819092 12.9342325 5.1368066 0.4881036 9.0579094 10.6231218 12.4384275 11.7983826 11.7120555 9.4781578 11.4400670 5.3949428 7.5104216 10.1993078 8.4795758 7.5104216 1.4880522 13.8858621 1.4880522 1.0729976 5.3949428 2.2953998 13.6553442 12.7479442 10.9016818 10.3858993 8.5808110 9.6069949 10.7041934 8.8234443 10.4852333 3.1884959 NA -0.5118964 10.0851753 10.1076594 11.7480177 7.2759569 0.4881036 7.3645707 8.6250451 10.6479252 6.5648689 7.7734557 8.2125679 TCGA-F9-A8NY 38 0 NA 36 kidney stage iv t4 n1 m1 19-3-2015 female 2013 NA NA NA kidney papillary renal cell carcinoma yes NA NA asian not hispanic or latino 376.31.0 4 2 2 5 4 3 2 4 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 15.379441 11.797882 8.475772 14.048747 3.431382 10.239269 8.389447 10.777152 8.971829 11.189323 8.019943 8.943130 7.744261 12.371936 NA NA 1.168321 9.416271 11.819592 11.348501 9.457440 10.188490 12.193621 10.145051 9.812199 8.311982 8.923231 10.163828 6.474970 0.6238400 0.6238400 -0.0150840 -0.0161320 0.6879000 0.6873400 0.0133220 0.0235360 0.6238400 0.6238400 0.6238400 -0.0080544 -0.0143960 -0.0041847 -0.0161320 -0.0148080 -0.0167060 -0.0167060 -0.0097369 0.6795300 -0.0132610 -0.0132610 -0.0148080 -0.0148080 -0.0028008 0.7000400 0.0133220 0.0133220 -1.2929000 0.1882700 0.1927800 0.680 0.680 0.000 0.000 0.668 0.668 0.000 0.000 0.000 0.690 0.690 0.687 0.687 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.668 -0.725 0.624 0.624 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.688 0.688 -0.055 0.695 0.000 0.000 0.188 0.188 0.680 0.680 0.000 0.000 0.668 0.668 0.000 0.000 0.000 0.690 0.690 0.687 0.687 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.668 -0.725 0.624 0.624 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.688 0.688 -0.055 0.695 0.000 0.000 0.188 0.188 8.3797448 9.6112867 10.3571793 9.0895892 10.1812471 4.2039685 10.5302870 7.5640916 15.4371045 4.5468574 13.6212022 12.2468944 12.6773264 6.4388717 12.9146896 8.9151934 10.1666516 13.4452237 8.7121483 5.5743347 5.5188404 12.3719360 7.8236952 12.9222285 9.3640845 10.5228131 7.8935388 12.4866601 6.6919054 9.5276535 0.4313555 -0.1536070 11.6019287 7.0012337 10.4780470 11.2732040 11.1649579 0.8463930 11.9067733 10.3078945 11.2608361 9.7336358 NA 9.3352595 6.0062868 5.1862668 8.7198594 8.6903361 9.1683432 6.1501961 8.6228480 9.0740312 8.0848201 8.9692432 NA 10.9037300 9.8921748 3.8908066 4.0558724 10.8361644 9.6424548 9.4848511 10.7637873 9.6179045 7.3422703 6.8121991 9.7991565 11.0707184 9.3874634 12.7136939 7.3741657 10.4010040 NA 7.1693799 7.7351586 13.3821158 -1.1536070 8.5028402 9.8625270 7.3777962 9.0367338 2.0163537 11.5039569 8.9431302 0.4313555 7.5811245 9.2747753 10.7793680 10.0269460 NA 8.3933098 10.6191421 8.5135267 10.1728446 13.3279623 6.2069557 2.0163537 10.1161262 11.8311896 9.4162708 11.9878837 12.9222285 9.3640845 10.1479113 8.0558686 6.3699777 8.9870914 10.3714465 8.5589422 4.5468574 13.3173917 4.5743377 4.4313756 6.6919054 4.1318199 13.3650234 12.6051589 11.3802315 11.3216419 8.2747751 10.3492469 10.2440898 9.6351335 10.6371709 NA NA NA 10.9955271 7.5169654 10.5285670 8.5188404 -1.1536070 6.3462602 8.4143711 11.8327905 5.6146009 7.0113223 8.0607343 TCGA-F9-A97G 79 0 NA 13 kidney stage iii t3 n0 m0 19-3-2015 male 2013 NA NA NA kidney papillary renal cell carcinoma yes 15 1970 asian not hispanic or latino 398.27.0 1 1 1 7 4 1 1 1 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 16.130304 12.878012 12.629915 14.664400 7.785456 10.108541 8.699078 10.794463 9.336288 11.480326 7.320652 8.739932 4.577447 11.523434 -1.177555 NA 3.407530 9.719650 11.458204 9.698310 9.384803 10.545368 12.367646 9.298294 10.923880 8.034449 8.505555 8.925848 7.922618 0.00353830 0.00097064 -0.00719960 0.49666000 -0.00401620 0.00416320 -0.00110870 0.00319100 0.00353830 0.00097064 0.00097064 -0.00013862 -0.51404000 -0.00249380 0.49666000 -0.00664320 -0.00664320 -0.00664320 -0.00708250 0.00027728 -0.49694000 -0.49694000 0.00708260 0.00416320 0.00346870 -0.52072000 -0.00110870 -0.00110870 0.00805670 -0.13329000 0.78755000 0.000 0.000 0.000 -0.497 0.000 0.000 0.000 0.000 0.000 0.498 0.498 0.000 0.000 0.000 -0.498 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.128 -0.128 0.000 0.000 0.000 -0.497 0.000 0.000 0.000 0.000 0.000 0.498 0.498 0.000 0.000 0.000 -0.498 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.128 -0.128 9.922566 9.714344 9.040518 10.157951 10.298294 5.126341 9.784010 7.762139 16.202489 6.079948 14.101191 14.367585 13.203563 6.002469 13.013465 7.799840 9.888650 12.246333 10.761772 5.281991 8.829588 11.523434 8.471817 13.780479 10.754406 9.834487 8.748857 13.144770 4.466418 7.869685 NA -1.177555 7.498517 6.550481 10.7009947 11.3983361 11.2258389 1.4075159 11.8176210 10.4878965 11.0621590 9.1635234 -1.1775554 9.8703661 3.9924875 5.5774470 9.5402369 9.6554506 9.1801125 6.2580232 7.9773784 9.1921579 4.8886507 8.6491088 4.0704838 10.9251924 9.3876626 5.9621117 5.9415007 10.1812118 9.4084620 8.9949881 10.4609964 9.8785207 7.3886149 7.9492653 8.5774481 11.1405383 9.3387039 13.2801338 6.4545378 10.2644672 -1.1775554 7.6933260 8.0681135 11.4231704 NA 9.0307948 10.5059938 8.7204060 11.4929822 8.0513792 10.7417963 8.7399325 NA 2.2819949 12.6808330 11.1959695 10.2691269 0.4075159 9.6906114 10.5640275 9.1114265 9.6805415 13.9392294 5.2085095 4.5229973 10.0173173 13.5813042 9.7196496 12.5463281 13.7804788 10.7544061 10.1845043 8.3733072 8.5841117 9.0167387 10.2809671 9.9179575 4.4664183 13.1201933 3.2148708 5.8993763 4.4664183 4.6805438 14.3034451 12.7989456 11.5162653 11.0203915 8.5195281 10.7067310 9.9172981 10.0716739 9.1701820 1.4075159 5.7998411 -1.1775554 10.6723566 8.3501547 12.1647672 8.5212651 -0.1773922 7.9723078 9.8737695 11.2035626 6.3771498 8.3655924 7.3539416 TCGA-G7-6789 53 1 122 NA kidney stage iv t3a n2 mx 19-3-2015 female 2004 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 162.50.0 4 2 1 5 4 3 3 4 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 7.282828e-07 2.774411e-07 16.3131792 12.1541995 12.5233298 14.7650305 5.1574035 10.6190705 9.1179337 10.5411094 8.4611860 10.8803678 9.2648076 8.9243856 5.1073657 13.4762560 NA 0.2829735 5.4258923 9.6831039 11.4256259 10.6884320 8.3949411 10.1025828 12.6082414 10.6153456 9.9937424 8.2640273 8.5867167 9.3227689 6.0833176 0.46838 0.46838 -0.33671 0.11213 0.51594 1.35190 -0.29780 -0.31961 0.46838 0.46838 0.47358 -0.33179 0.20396 0.11213 0.11213 -0.34710 -0.35019 -0.35019 -0.32797 -0.33456 -0.33756 -0.33756 -0.33133 -0.33133 -0.32205 0.54294 -0.29780 -0.29780 -0.29910 0.00000 0.00000 -0.335 -0.335 -0.338 -0.338 0.516 0.516 -0.340 -0.331 -0.322 0.543 0.543 0.257 1.352 -0.320 -0.320 -0.298 -0.298 0.195 0.515 0.142 0.142 -0.327 -0.299 0.468 0.468 -0.332 -0.332 0.204 0.204 0.112 0.112 -0.347 -0.347 0.516 0.516 0.520 0.520 -0.328 -0.328 0.000 0.000 -0.335 -0.335 -0.338 -0.338 0.516 0.516 -0.340 -0.331 -0.322 0.543 0.543 0.257 1.352 -0.320 -0.320 -0.298 -0.298 0.195 0.515 0.142 0.142 -0.327 -0.299 0.468 0.468 -0.332 -0.332 0.204 0.204 0.112 0.112 -0.347 -0.347 0.516 0.516 0.520 0.520 -0.328 -0.328 0.000 0.000 8.588238 9.494013 11.409640 5.785435 11.224717 4.604866 11.363754 6.837524 14.983683 5.073015 14.148250 17.664118 12.527399 7.524522 12.374261 8.833683 10.473584 14.915041 8.022154 4.019898 8.336409 13.476256 8.923181 13.878854 10.191329 13.183740 8.262123 12.887875 6.055525 10.460356 -1.301870 NA 9.476051 7.637553 10.0681159 11.3781132 10.7186063 1.0199154 12.2836402 11.0344800 11.3697357 9.4224874 1.8678965 10.5832885 2.1573995 4.8272550 11.1895761 10.1352053 13.3852945 5.1898285 7.9267923 8.2156427 4.6287094 8.9565394 NA 10.3914605 9.2668795 3.5053320 7.3668581 11.4167204 9.9122925 8.5450309 11.2836403 8.7355205 7.3739309 9.6470705 10.4632595 11.6689781 8.8778451 13.8477206 8.4280021 10.2683036 NA 6.4687364 7.8117157 12.3679658 1.0199154 8.7203414 9.4932014 6.1817883 8.6880775 2.2829438 11.7719476 8.9243856 -1.3018704 NA 11.2094791 11.3113025 9.4343753 0.6979517 10.8735230 10.7643991 8.3897169 10.3739305 13.8507336 6.3642327 2.3984051 10.1450567 10.7344906 9.6831039 13.3409841 13.8788539 10.1913286 9.8259678 8.3255074 7.2563946 8.7474002 10.6220437 8.8051905 2.6048542 13.1551619 3.7423728 6.6521695 6.0555254 5.7640621 15.2345320 13.1076959 9.8233870 9.9897198 9.0708385 11.3115327 9.8038820 10.0383799 10.4070573 -1.3018704 NA 8.5213405 11.7968280 7.3450716 10.4004795 8.7035980 NA 7.5559542 8.3200252 11.5950626 4.9833767 6.4988731 7.5806166 TCGA-G7-6790 57 0 NA 1575 kidney stage i t1a nx mx 23-10-2014 male 2007 NA NA 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 162.40.0 3 3 3 6 3 2 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 2.080808e-06 6.936026e-07 16.603516 12.307059 11.487100 14.582815 13.207269 10.439531 7.140691 10.780377 9.743392 11.537393 8.346161 8.337791 2.919283 13.288594 NA -1.780909 3.263245 11.362074 12.036667 10.316882 8.861804 11.045597 11.946452 10.302994 10.794626 8.128743 8.686456 9.610631 5.054271 0.66087000 0.65785000 0.69046000 -0.00415460 0.70176000 1.37480000 0.00069327 0.00000000 0.66087000 0.65785000 0.65785000 0.69969000 -0.01261900 -0.00415460 -0.00415460 -0.00802440 -0.00802440 -0.00802440 0.00097064 -0.00655700 -0.00304750 -0.00304750 -0.00373950 -0.00373950 -0.00055444 0.70776000 0.00069327 0.00069327 -0.00498440 0.18692000 0.18711000 0.000 0.000 0.000 0.000 0.000 0.000 0.703 0.000 0.000 0.708 0.708 1.375 1.375 0.702 0.702 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.661 0.661 0.698 0.698 0.000 0.000 0.000 0.000 0.000 0.000 0.702 0.702 0.000 0.000 0.000 0.000 0.243 0.243 0.000 0.000 0.000 0.000 0.000 0.000 0.703 0.000 0.000 0.708 0.708 1.375 1.375 0.702 0.702 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.661 0.661 0.698 0.698 0.000 0.000 0.000 0.000 0.000 0.000 0.702 0.702 0.000 0.000 0.000 0.000 0.243 0.243 9.2686987 7.8716952 10.2956657 9.3494208 11.1710453 3.3481333 10.9638941 6.8261811 14.3835411 4.4476718 14.4191741 11.9515476 13.2436435 3.3481333 12.0317294 8.0690372 10.7901288 13.4188292 11.9794661 5.2188509 8.7512059 13.2885936 9.4313465 12.0376320 10.4270845 8.6905253 8.4209741 13.1641111 5.2188509 8.5419051 NA -0.7811568 7.7266446 7.3837570 10.4249487 11.3884620 11.2488275 2.6782748 12.6093550 10.9558862 10.8134080 9.5769519 NA 10.4712199 6.0197508 4.7424105 9.8113073 9.1317394 9.7497441 4.7266460 7.9837216 8.4270844 4.1257420 10.0245941 7.4037253 10.3458772 8.4844652 4.8482073 6.1136672 11.1604480 9.3799820 10.2929916 10.9983643 9.7389777 5.9804024 8.9703941 8.8956889 11.8330999 9.6550412 15.1777653 6.0035505 10.2594824 NA 7.5782919 7.0358339 11.1714094 -0.7811568 9.2883000 9.6324780 5.0768327 10.0517401 6.1257399 10.7782272 8.3377914 -0.7811568 NA 10.9893076 10.7846663 9.7972228 -0.7811568 9.5686843 10.9145135 8.5030959 8.8983302 13.5955860 5.0596927 5.3273748 10.4365050 12.8229400 11.3620739 12.3831286 12.0376320 10.4270845 10.2598247 9.3221379 6.7186959 8.6970534 10.7860932 8.3195123 4.3686007 13.1208955 2.1257503 5.7266460 5.2188509 5.7810921 12.6129557 11.5675783 11.0132660 11.4024855 8.6261179 10.4955562 9.7394688 10.1694061 9.8454719 0.5408208 7.2244745 NA 10.4700366 7.4486540 10.4818611 9.3679622 3.3481333 7.3558409 8.9105936 11.2022001 6.2849397 5.3987608 6.5497677 TCGA-G7-6792 40 0 NA 1479 kidney stage i t1b nx mx 23-10-2014 male 2007 NA NA NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 162.40.0 1 1 2 4 1 2 1 1 2 1 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 1.109764e-06 6.936026e-07 16.943728 11.476144 13.654884 13.785218 9.671984 9.910615 7.924469 10.697703 8.785641 11.584121 8.596281 8.585342 1.378678 14.492767 NA 5.215178 3.156283 10.574137 12.619086 10.533495 9.543583 10.760837 12.549675 10.487574 11.004646 8.444766 9.864793 9.349399 7.147277 -0.76415000 0.01983200 0.00069327 -0.00024953 -0.00249380 -0.00387790 -0.00429290 0.00000000 -0.78024000 0.01983200 0.02048300 -0.00027724 -0.00105660 0.00208050 -0.00024953 0.00138680 0.00138680 0.00138680 -0.00152430 -0.00373950 0.00235810 0.00235810 0.00291330 0.00291330 -0.00346270 -0.00802440 -0.00429290 -0.00429290 -0.01243800 -0.01271300 -0.01505400 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.6252475 8.7880674 11.2862110 8.1823462 10.7651550 4.5486031 9.9625652 7.0987985 15.5486127 4.2992447 13.6983889 10.9170040 13.8074853 4.7611470 13.0020355 10.0997757 10.1070830 13.2053952 12.3980687 5.4042117 9.2446307 14.4927674 9.8433680 12.5921280 10.8541204 9.4355078 8.8682376 13.1592749 3.7412512 9.0899748 -1.4285659 -0.4287601 9.8503517 6.6746089 10.3207720 11.6816418 12.7401504 10.2156286 13.2301467 11.3405396 10.8690976 10.5258814 NA 11.0776292 5.8192492 5.8097257 9.9631021 9.9272233 10.5553839 5.4980338 5.9550268 8.5356626 4.9975860 9.6999604 7.0591616 10.8298876 9.0184050 3.5713249 2.8192390 11.6419457 9.8647933 9.1693741 11.1114496 9.9299728 10.3440485 8.1506374 9.7343423 9.4524356 8.7337129 15.3700212 6.9905658 9.2178804 NA 7.9057961 7.2006780 9.8578793 2.4782211 9.7115123 10.1883298 6.0225320 9.7044638 5.6266027 11.4744503 8.5853419 NA 1.1562672 10.6607720 10.8969082 10.3428111 -1.4285659 10.3547292 11.6690246 8.1506374 8.6680368 13.9574872 5.3683353 1.5713370 10.6785387 12.3872052 10.5741366 12.8441700 12.5921280 10.8541204 10.3190950 9.9759309 7.6534707 10.0582974 10.8488996 9.2330998 2.6587827 13.3366595 -1.4285659 5.8751018 3.7412512 5.3657380 12.9398301 12.1742524 10.2739272 10.3144730 9.4842109 11.2868546 9.7443741 10.9609529 10.4191619 -0.4287601 3.8567268 NA 10.6102406 7.8278133 10.0001423 9.7586736 -1.4285659 7.5543149 8.8156856 10.7131095 7.2006780 10.3030649 7.2259574 TCGA-G7-6793 60 1 336 NA kidney stage iv t3a n2 mx 23-10-2014 female 2007 NA NA 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 162.40.0 4 2 3 5 4 3 3 4 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 1.179124e-06 3.814814e-07 16.060332 11.967511 12.719541 15.686774 2.877057 11.028125 9.240712 10.282750 9.001849 11.031432 8.570880 9.666375 5.272355 14.059772 NA 0.938474 4.160848 9.806762 11.176029 11.228473 8.504508 10.627579 12.383469 10.826183 9.432977 8.064298 7.968201 10.246035 6.947705 0.0078510 0.0018755 2.5057000 0.0016754 0.5673000 0.8091900 -0.0206150 -0.0720710 0.0018755 0.0018755 -0.0010363 0.0021530 0.0130070 -0.5821000 0.0016754 -0.5997800 -0.5910300 -0.5910300 -0.5724400 -0.0136050 -0.5796400 -0.5796400 -0.5752100 -0.5822000 0.0028470 -0.5875000 -0.0206150 -0.0206150 -0.6047200 -0.1041400 -0.1096500 0.000 0.000 0.000 -0.580 0.000 0.000 -0.567 -0.582 0.000 -0.029 -0.577 -0.538 0.719 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.605 0.000 0.000 0.000 0.000 0.000 0.000 -0.570 0.000 -0.591 -0.591 0.000 0.000 0.000 0.536 -0.572 -0.572 -0.104 -0.104 0.000 0.000 0.000 -0.580 0.000 0.000 -0.567 -0.582 0.000 -0.029 -0.577 -0.538 0.719 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.605 0.000 0.000 0.000 0.000 0.000 0.000 -0.570 0.000 -0.591 -0.591 0.000 0.000 0.000 0.536 -0.572 -0.572 -0.104 -0.104 9.4704854 9.0478497 11.0530641 8.5445511 11.2005490 7.0117036 11.7831600 6.9718769 15.1559323 5.5334014 14.9898756 16.0143998 12.6404825 9.1225029 12.6619729 10.3869147 11.3428862 14.1787735 6.1083802 4.5234177 9.3055048 14.0597718 9.6922281 12.6338275 10.4369710 12.2060212 9.2106952 13.7197798 6.3647195 7.4567799 0.3534362 -1.6465638 10.3120444 6.7328702 11.0040947 11.1558061 11.7271725 1.1608557 11.9889831 11.1200206 10.8686987 9.4704854 2.5234114 10.4544825 1.3534927 3.3076908 10.8167606 10.0076802 10.8505950 7.4587454 7.5383667 8.8322612 6.0399916 9.9389237 NA 10.5358861 8.2407122 6.3076872 7.6526994 11.4082656 9.9332790 8.2346057 10.7705531 9.8083051 7.8129230 7.8553289 10.2554899 10.4776130 8.7860337 12.3870007 6.2725346 9.8701767 -1.6465638 6.3401296 7.9309206 13.2710503 1.1608557 9.5574514 9.2641343 9.3105937 8.2361348 5.1863817 12.0335215 9.6663746 NA 7.4195810 8.3149412 11.2452754 9.2238564 1.5234114 9.8072767 9.8583107 8.8790125 10.2783043 14.3875598 5.8708455 2.6014113 9.6686413 11.9828483 9.8067623 12.3974588 12.6338275 10.4369710 9.9814815 9.0915840 5.2238550 9.0598409 10.6301977 9.4356407 1.5234114 13.0001629 4.5234177 7.1348514 6.3647195 6.2783045 13.5086072 12.3390668 10.3838140 10.0013997 9.1535827 10.8458457 10.2645091 10.5732653 11.0498072 -1.6465638 0.6754546 -1.6465638 11.1816282 7.4876359 7.6607383 8.9375148 3.4409522 7.4222700 6.4303070 11.2916010 5.9384552 9.2596308 7.5108385 TCGA-G7-6795 56 0 NA 1194 kidney stage i t1a n0 mx 23-10-2014 male 2008 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 162.40.0 2 3 1 7 2 2 2 4 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.525926e-06 8.323232e-07 16.061952 12.952565 12.512110 14.015839 7.419204 9.494109 6.301463 9.730237 10.401572 10.559685 10.005214 6.468114 4.311242 13.230430 -0.898081 2.686747 3.008684 13.837401 11.061431 9.476831 7.720177 9.861680 11.646032 10.773333 10.719718 9.279211 10.220084 9.882331 8.637650 0.61089000 0.59951000 -0.00547900 -0.00907030 1.26740000 1.25680000 1.89610000 0.00000000 0.61089000 0.59951000 0.59951000 -0.00547900 0.63599000 -0.00907030 -0.00907030 -0.01348100 -0.01348100 -0.01348100 0.00283330 -0.00520250 -0.00035720 -0.00035720 -0.01044800 0.00089063 0.00867240 0.01145900 -0.04544200 -0.00768980 0.00539690 0.23216000 0.20709000 0.000 0.000 0.000 0.000 0.635 0.635 0.000 0.000 0.000 0.000 0.000 1.257 1.257 0.000 0.000 0.000 0.000 0.000 0.000 0.671 0.671 0.000 0.000 0.611 0.611 0.000 0.000 0.644 0.644 0.000 0.000 0.000 0.000 1.267 1.267 0.000 0.000 0.000 0.000 0.232 0.232 0.000 0.000 0.000 0.000 0.635 0.635 0.000 0.000 0.000 0.000 0.000 1.257 1.257 0.000 0.000 0.000 0.000 0.000 0.000 0.671 0.671 0.000 0.000 0.611 0.611 0.000 0.000 0.644 0.644 0.000 0.000 0.000 0.000 1.267 1.267 0.000 0.000 0.000 0.000 0.232 0.232 7.9752358 10.5815719 9.9713855 9.3330129 9.6621245 1.1017845 11.3106356 8.2817006 14.6815201 4.8297126 12.5156840 10.9026916 13.4580373 4.4941083 11.2773412 8.8280098 11.4943774 13.1425951 11.6241280 4.0559852 8.1759332 13.2304305 7.9346816 10.6549409 9.6867542 8.7054181 5.0790708 12.5020040 6.1678817 9.0790716 0.6867918 0.6867918 8.4527309 6.9219706 8.7220114 12.1212086 12.1739242 2.4237126 10.9981241 10.4576933 9.9051156 9.1475514 0.1017845 9.9613264 7.8160371 6.9721561 10.4811701 8.5280563 7.9504148 4.6253523 8.5196441 8.5509403 5.3497191 9.0310500 8.0325290 9.7546367 9.3685783 2.8022346 4.5612223 11.4713890 9.7546367 9.3697487 9.8254525 8.9613264 5.7165026 7.0325285 9.1352147 10.8860175 9.2396281 14.4435884 5.8505219 9.9083413 0.1017845 6.7600027 7.1352147 9.9613264 -0.8980810 7.3209603 8.5154195 4.6253523 7.8022314 5.4055738 10.7247586 6.4681141 -0.8980810 2.9091394 9.8774019 12.1461858 10.3514977 NA 8.9091466 11.3318121 7.3209603 8.1296977 12.7216677 6.2978279 0.1017845 9.6233921 11.2888344 13.8374006 12.0223306 10.6549409 9.6867542 9.9155729 5.7165026 5.8699750 10.7389916 8.2259131 8.2259131 0.6867918 13.5646773 3.1017845 1.1017845 6.1678817 2.9091394 12.9278465 11.1296977 9.7742170 9.5642939 8.8847899 9.1719126 10.7711197 9.1885515 11.1444770 -0.8980810 1.9091587 NA 10.4405281 8.7019832 12.0812615 7.0675763 NA 7.5976466 7.5154199 11.1060121 6.3591803 7.0961448 7.4724788 TCGA-G7-6796 58 0 NA 1059 kidney stage i t1a nx mx 19-3-2015 male 2008 NA NA 90 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 162.50.0 1 1 1 7 3 1 3 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.629966e-06 5.895622e-07 16.803277 12.302626 8.461880 13.953616 7.678802 9.959031 7.305624 10.015452 9.798068 11.213933 9.769926 6.845526 5.413300 12.616597 NA 2.923910 5.909975 12.122265 11.476436 9.999908 7.988347 10.022756 11.658885 10.394026 10.892360 8.457094 10.332653 9.698195 8.022012 0.01600600 0.00152550 0.00000000 0.00332990 0.00000000 0.43648000 -0.00705760 0.01488800 0.00152550 0.00152550 0.00152550 0.00000000 -0.01165800 -0.00173950 0.00332990 -0.00069303 -0.00069303 -0.00069303 -0.41685000 0.00394410 0.00444110 0.00444110 -0.42189000 -0.42189000 -0.41399000 0.02623300 -0.00705760 0.00917050 0.00610900 -0.02342900 -0.02342900 0.000 0.000 0.000 0.000 0.000 0.000 0.418 -0.422 -0.414 0.000 0.000 0.436 0.436 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.429 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.417 -0.417 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.418 -0.422 -0.414 0.000 0.000 0.436 0.436 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.429 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.417 -0.417 0.000 0.000 8.8196647 10.7785432 10.7376957 9.3109376 9.3553317 1.8084262 10.7108125 8.5042458 15.6403383 8.0658254 13.1594686 11.3172225 13.4528194 5.6992074 11.7168300 9.0324389 10.9513953 13.4132222 8.3241373 6.3933990 6.8959000 12.6165971 7.8009038 12.4832181 9.7253121 8.9377204 6.9029551 12.0816502 5.6829075 7.0626787 NA -0.7764539 8.5897972 7.0752235 9.6880207 11.0930687 11.8254777 -0.7764539 11.7816564 10.1430830 11.1216983 9.1497707 2.0308304 9.8187324 5.8084365 6.7626332 11.8450689 8.4132996 11.8039690 1.2234843 7.9239145 9.3135873 6.0048339 9.0097444 6.5272549 10.5100326 9.0500233 9.4255986 6.3424161 11.0060636 10.1438277 10.3668581 11.2461894 8.5065631 6.9783627 7.9029551 8.6664182 9.7597221 9.1045888 14.8031738 5.3617964 9.7223241 NA 7.7075724 7.9134729 10.4696217 1.5454248 7.9479887 9.1438278 3.6829103 8.2841708 2.0308304 10.5627682 6.8455264 NA 0.8084262 10.0720978 12.2248830 9.7876243 -0.7764539 9.1978895 10.7881007 7.9949643 8.5249710 13.3347736 5.2398372 2.3933887 9.9615670 11.1542122 12.1222652 12.2428918 12.4832181 9.7253121 10.9364317 7.3424161 7.9308337 10.0654637 9.5007622 8.1571655 7.7072908 13.6618119 2.6829103 2.2234843 5.6829075 3.1303708 13.8918873 12.6009565 10.6050178 10.7037602 8.7933305 9.9134729 10.8614582 8.7489955 10.8551067 6.9239145 1.5454248 NA 10.7809386 8.7597804 11.5276892 7.1182922 NA 8.4033841 8.1630539 10.4540958 6.4033836 7.7470369 7.9649421 TCGA-G7-6797 46 0 NA 765 kidney stage iii t1a nx mx 23-10-2014 male 2010 NA NA 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 162.40.0 1 3 2 3 2 2 2 3 NA NA 0 0 6 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 1.803367e-06 6.589225e-07 16.0734376 12.1308899 13.9215735 13.7043942 9.9636845 9.4141966 8.7085752 10.2584609 9.1484758 11.3143615 7.9421286 8.8932187 0.6660294 12.6564624 NA 1.6659839 2.4029677 9.7736568 11.0020566 10.5343120 9.5466078 11.2959676 12.3917961 9.9916841 9.9249624 8.3002098 8.5987106 10.3242153 7.5527167 -0.00221680 -0.00255960 0.00889200 0.00083195 -0.00678130 0.04867000 0.06823500 -0.89800000 -0.00221680 -0.00255960 0.01153900 0.00889200 -0.00678130 0.00083195 0.00083195 -0.92518000 0.00638710 0.00638710 0.00569190 -0.00241490 0.00000000 0.00000000 0.00555290 0.00555290 0.01894300 0.83126000 0.06823500 0.06823500 -0.91965000 -0.11154000 -0.10053000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.853 0.853 0.000 0.000 0.000 0.000 0.000 0.000 -0.883 -0.883 0.851 0.851 0.000 -0.920 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.908 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.853 0.853 0.000 0.000 0.000 0.000 0.000 0.000 -0.883 -0.883 0.851 0.851 0.000 -0.920 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.908 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.00733736 8.61825995 10.03013851 8.68652084 11.20257487 5.08104131 10.15183320 6.64328333 13.43267082 2.78148562 13.16618184 10.58685292 12.41587331 3.47335832 12.35305144 7.09226876 10.10618092 13.18531252 11.31795251 4.29049813 9.74281955 12.65646245 9.49149278 12.07132264 11.38938042 7.75699857 9.08104131 12.75688819 6.45608002 9.31825130 0.08106688 NA 9.79098669 6.96368450 10.31825130 11.98417006 12.00325408 -0.91893312 13.07167721 10.36990744 10.25783791 10.77103934 6.09226876 11.20257487 2.08103278 3.83592407 8.79700325 10.51410519 9.48298760 5.38482346 8.01473188 8.61437121 4.25096915 10.60998382 7.32421566 11.44872914 9.94986391 2.25096157 5.27086528 11.42422708 9.57088942 8.70857525 11.49810274 10.64137424 6.74637727 8.63563034 9.43198058 11.01804728 9.45281800 15.06812771 7.91522808 10.21161189 NA 7.88407464 6.18956564 9.70400840 0.66602938 10.20192725 9.81744339 4.16850565 8.90115653 4.36644112 11.05688932 8.89321870 -0.91893312 1.08106688 10.56233631 10.81532765 10.08876956 0.66602938 10.14241254 11.72984835 8.30262841 9.04538235 14.04280758 6.77925972 2.25096157 10.40859405 13.07707346 9.77365684 12.47000041 12.07132264 11.38938042 9.95140610 9.79184776 7.22059308 9.09374978 10.92888171 9.62407329 1.66598392 12.73958760 1.66598392 2.40296770 6.45608002 6.74637727 13.23903245 11.14342486 9.73299006 11.06260867 8.82755580 11.16850421 10.29414559 10.57165159 10.85829671 -0.91893312 3.08104983 NA 10.79313840 7.69324649 9.88078438 10.00733736 0.08106688 6.10340951 8.57889306 11.20742321 7.85911853 9.01029983 7.02355588 TCGA-G7-7501 55 0 NA 416 kidney stage iii t3a n1 mx 19-3-2015 female 2011 NA NA 90 kidney papillary renal cell carcinoma yes 17 1978 black or african american not hispanic or latino 209.44.0 4 2 2 4 4 1 1 1 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.179124e-06 4.508417e-07 16.2676952 12.3512775 9.8255352 15.0419292 13.5921338 10.3232110 7.8697530 11.0915600 9.8334376 11.8211704 5.8323027 10.0469462 4.7141026 12.2855910 NA 0.9953036 3.9338842 10.0564302 12.3828186 10.4506113 8.9716097 10.1344090 12.9152026 9.7568353 10.3220880 9.1509457 8.3081670 8.6319086 8.2948739 -0.0271240 -0.0362650 0.0144700 0.0063871 0.0384890 0.0169850 0.0094491 -0.8336500 -0.0367270 -0.0362650 -0.0362650 -0.8536800 -0.8423500 0.0063871 0.0063871 0.0067001 0.0099752 0.0167050 -1.2929000 -0.8135100 -0.0377620 -0.0377620 -0.3373300 -0.3373300 0.0195030 0.0342540 0.0094491 0.0094491 -0.8469100 -0.1869700 -0.1799200 -0.814 -0.814 0.000 0.000 0.000 0.000 0.000 -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 -0.847 0.000 0.000 0.000 0.000 -0.845 -0.845 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.837 -0.837 -0.197 -0.197 -0.814 -0.814 0.000 0.000 0.000 0.000 0.000 -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 -0.847 0.000 0.000 0.000 0.000 -0.845 -0.845 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.837 -0.837 -0.197 -0.197 10.196183 8.756835 7.457446 8.971610 10.686446 5.877928 10.296399 7.271409 14.876031 5.110760 13.683279 11.461700 13.636546 6.117680 13.028191 8.057780 10.106854 13.742008 7.473716 4.110764 8.265190 12.285591 8.381865 13.829887 10.666530 9.553067 8.658249 12.837307 6.039678 7.943651 -1.589876 NA 10.918116 7.299065 10.360512977 10.970176657 11.113359957 0.995303605 12.193729122 10.149258222 11.382044779 10.563556949 -0.589658895 10.761812988 6.544748109 4.243212074 8.512297218 10.192091070 8.190040947 8.374373552 8.272959106 8.666530443 3.964906859 9.958661892 3.110764122 9.698034031 9.046039711 3.268299640 1.217665011 10.412433404 9.579620286 10.371047600 11.305139369 10.144184319 9.772813368 9.260508419 9.127997931 11.646634803 8.861532676 14.322532632 7.189909537 10.692541316 -1.589876022 8.159855699 7.121128366 10.308167103 NA 8.428521812 10.433729391 9.601380818 11.535896506 3.539605512 11.064062342 10.046946223 2.869752986 -0.004768766 13.441979719 11.147357647 10.171872827 1.732269200 10.295255234 11.722637343 9.895647832 10.358323728 13.356268307 4.600935752 2.110764122 10.540570371 12.176954013 10.056430169 13.117087391 13.829886812 10.666530266 10.675350550 8.342536523 8.624640854 9.229614598 11.444604748 9.594577100 1.869752986 13.056880294 2.217665011 3.268299640 6.039677987 4.995285513 13.681612447 11.978634033 10.049662348 11.663725935 8.888079883 11.767736143 9.692830975 11.690512386 9.916133098 1.580241983 3.767877223 2.869752986 12.208692125 8.530002053 11.523225304 9.112494242 0.732225777 7.286838650 9.479099774 11.911287939 6.957215827 8.115953991 8.698034031 TCGA-G7-7502 83 0 NA 786 kidney stage i t1b nx mx 19-3-2015 male 2011 NA NA 90 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 209.44.0 4 3 2 1 2 2 3 3 3 2 0 0 0 4 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 5 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 4 0 2.219528e-06 6.936026e-07 16.888351 11.597992 10.738006 13.620006 11.469392 9.731651 8.512578 11.455878 7.931478 11.433581 8.858239 9.075455 4.651367 13.843343 NA 1.969528 4.724432 10.358281 12.513116 10.173710 8.990989 10.887167 12.985542 10.359715 10.531789 8.162661 10.491801 9.241009 7.868137 -0.0184900 0.7243300 0.0207630 0.0165650 0.7962600 0.1101500 -0.3058000 -0.3262300 -0.0184900 0.7243300 0.7243300 0.0207630 -0.0065714 0.0155870 0.0165650 -0.4042100 -0.4042100 -0.3966400 0.0302870 -0.3814500 -0.3850800 -0.3845900 -0.3903500 -0.3806700 -0.3660100 0.0821880 -0.3058000 -0.3058000 -0.3217000 -0.0972320 -0.0856200 -0.381 -0.381 -0.385 -0.385 0.000 0.000 -0.414 -0.390 -0.366 0.000 0.000 0.113 0.113 0.000 0.000 -0.306 -0.306 -0.385 -0.385 0.000 0.000 0.000 -0.322 0.000 0.724 0.000 0.000 0.000 0.000 0.000 0.000 -0.404 -0.404 0.755 0.755 0.000 0.000 0.000 0.000 0.000 0.000 -0.381 -0.381 -0.385 -0.385 0.000 0.000 -0.414 -0.390 -0.366 0.000 0.000 0.113 0.113 0.000 0.000 -0.306 -0.306 -0.385 -0.385 0.000 0.000 0.000 -0.322 0.000 0.724 0.000 0.000 0.000 0.000 0.000 0.000 -0.404 -0.404 0.755 0.755 0.000 0.000 0.000 0.000 0.000 0.000 9.2756080 8.8764368 9.7082016 8.3532505 10.6241822 2.9081404 9.7177391 7.0640637 15.6689650 5.1394695 13.1009745 12.0753456 13.6111464 5.3034483 12.3014895 8.7355229 10.0653827 13.6673102 9.3409599 5.7596219 8.0048036 13.8433427 7.9081458 12.1337199 10.4577211 9.5099972 7.7355229 12.4764323 6.7939752 8.8643638 1.3846025 -0.6155081 10.9728298 7.4746964 11.17757732 11.43102565 11.11590270 3.66999051 11.90016034 10.58026347 11.29878196 10.53369250 1.38460246 10.94944768 6.03563491 6.75527083 9.44460413 9.99606965 10.34168571 5.73667252 7.89039501 9.12098560 4.93917485 9.51644070 6.07806966 9.81764740 8.68493618 6.05700830 5.51386653 10.28658190 9.45067289 9.11335462 10.93460894 9.88393127 7.33295135 8.99929341 9.09625078 11.18001461 8.65019874 14.75532219 7.49350003 10.54886216 NA 7.54084407 8.16758173 10.36436615 0.38460246 8.28242915 9.73386492 7.38176356 8.46806315 6.19193765 11.40989632 9.07545481 2.55451518 1.55449062 10.46540121 10.42966073 10.04769706 -0.03047188 10.48721560 10.84887414 8.59037709 9.67748041 14.13254062 6.44122118 3.77690409 10.55043282 11.65677606 10.35828109 12.55121756 12.13371988 10.45772109 10.15689827 7.74213559 7.23945246 9.14738099 10.16389266 9.34892463 5.54445447 12.51892979 2.47204580 2.08501667 6.79397519 5.17900140 13.55368467 12.35855008 10.19836486 10.80822487 9.83733968 11.35702508 9.43511266 10.04502530 9.69406009 1.19194159 -1.61528704 NA 10.81842991 8.10612738 11.35676837 8.50870515 0.96952812 8.62179365 8.21589114 11.83063313 7.06054031 9.08935196 8.38317420 TCGA-G7-A4TM 40 0 NA 194 kidney stage i t1a nx mx 19-3-2015 male 2011 NA yes 90 kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 325.39.0 2 3 2 3 2 2 3 2 2 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 4 1.005724e-06 4.855218e-07 16.8019191 11.4714073 12.6028446 13.6626113 8.3336281 9.9785935 7.7955793 10.5054783 10.1887360 11.4843517 9.9445392 7.9730384 4.2181534 14.7980755 0.2180992 0.6331987 6.8571898 10.6257726 11.8954006 10.2607221 8.9719246 10.6278952 12.5993331 10.6321311 11.0531484 8.8799287 10.7123396 9.6118986 7.5105640 0.0178240 0.0178240 -0.0019399 0.0000000 1.7884000 0.8705000 1.9828000 0.0023581 0.0178240 0.0178240 0.0178240 -0.0019399 0.0024969 0.0000000 0.0000000 -0.0053992 -0.0053992 -0.0053992 0.0013868 -0.0048461 -0.0041546 -0.0041546 -0.0047079 -0.0047079 -0.0011087 -0.0008316 -0.0838640 -0.0484780 -0.0555350 0.1287400 0.1287400 0.000 0.000 0.000 0.000 0.862 0.862 0.000 0.000 0.000 0.000 0.000 0.872 0.872 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.788 1.788 0.000 0.000 0.000 0.000 0.129 0.129 0.000 0.000 0.000 0.000 0.862 0.862 0.000 0.000 0.000 0.000 0.000 0.872 0.872 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.788 1.788 0.000 0.000 0.000 0.000 0.129 0.129 8.9162766 9.7752952 10.7743375 8.0573544 10.6840572 3.8811164 10.1225345 6.6104683 15.4309257 6.1954303 12.8142628 12.1393718 14.3795713 5.5757026 12.2529497 9.1655442 10.7618270 13.9297819 10.9466382 6.2625440 7.1645701 14.7980755 8.6218728 12.4081811 10.4473701 9.8124753 7.7126728 12.5053821 6.8475072 8.9116377 -0.3668013 NA 8.9973229 7.0594526 9.6527790 11.6847371 12.5173587 0.6331987 12.3036232 10.8417274 10.3594064 10.0065972 -0.3668013 9.8632086 6.7727395 6.0761315 9.9174340 9.1684635 10.6884706 5.7983979 7.6104683 9.1149877 5.5639269 9.3721248 7.6499962 10.6018550 9.3678978 7.4112652 6.5873845 11.2167411 10.1159962 9.0573544 11.1820102 10.3153050 7.5698260 8.8870357 9.3939082 11.0308628 9.0110494 15.1660464 7.5329683 10.2985242 NA 7.5905227 8.1210284 9.8402026 3.8426370 8.4340882 9.9232071 7.5698260 8.9517312 5.1567485 10.9412428 7.9730384 NA 2.2181612 9.4731793 11.1701639 10.2666376 -0.3668013 9.9046513 11.7472559 8.2219027 9.1449409 12.9905340 5.9023148 1.9551268 9.9685785 11.6145771 10.6257726 12.4477707 12.4081811 10.4473701 10.3742338 8.2913996 6.6775829 9.9187349 10.0179720 8.7854731 6.9819166 12.7307266 1.4405270 3.3336241 6.8475072 4.4405403 13.3444449 12.4405431 10.1973377 10.3909949 9.0552529 10.4465686 9.9306778 10.1018122 10.8099847 3.4911733 0.9550896 NA 10.4100325 8.3865385 11.5483001 8.6638555 1.2181612 8.1896941 8.4911693 11.2195589 6.9685781 7.8715930 7.7930596 TCGA-G7-A8LB 70 0 NA 547 kidney stage iv t2a nx mx 19-3-2015 male 2013 NA yes 100 kidney papillary renal cell carcinoma yes 46 1958 white not hispanic or latino 376.31.0 3 3 2 3 2 2 2 3 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 16.737542 12.944721 13.086410 13.739726 7.999269 9.063559 7.748600 9.342228 10.430199 9.987350 10.812867 7.528379 2.832991 13.390369 NA 3.897124 2.373565 11.569548 10.813740 9.580575 9.356555 10.795626 13.248446 10.262304 11.094660 8.715636 12.017642 9.573233 8.250354 0.01377200 0.01377200 1.01170000 -0.06684400 0.99821000 0.89227000 -0.08187100 -0.04121700 0.01377200 0.01377200 -0.03958400 0.98059000 0.02160300 -0.00027724 -0.06684400 0.00000000 0.00000000 0.00000000 -0.03040400 -0.03013100 -0.01752900 -0.03226100 -0.02466100 -0.02466100 -0.04820700 0.91339000 -0.08187100 -0.08187100 0.84593000 0.21864000 0.22505000 0.000 0.000 0.000 0.000 0.965 0.965 0.000 0.000 0.000 0.911 0.911 0.886 0.886 0.864 0.864 0.000 0.000 0.000 0.000 0.945 0.945 0.000 0.846 0.000 0.000 0.981 0.981 0.000 0.000 0.000 0.000 0.000 0.000 0.998 0.998 0.000 0.000 0.000 0.000 0.219 0.219 0.000 0.000 0.000 0.000 0.965 0.965 0.000 0.000 0.000 0.911 0.911 0.886 0.886 0.864 0.864 0.000 0.000 0.000 0.000 0.945 0.945 0.000 0.846 0.000 0.000 0.981 0.981 0.000 0.000 0.000 0.000 0.000 0.000 0.998 0.998 0.000 0.000 0.000 0.000 0.219 0.219 7.973474 10.461687 10.021019 9.538468 10.249310 3.695493 8.733310 8.461024 13.913447 4.280452 11.713133 9.752939 13.557196 4.128450 12.902259 7.108270 10.685309 12.843966 8.135112 2.180912 7.074000 13.390369 6.461024 11.998356 9.932938 7.908836 7.017418 11.497682 6.928150 8.141745 1.373565 1.695504 8.679623 7.412480 8.1014815 11.8404021 12.0744340 NA 11.2725401 9.9146575 10.2661037 9.8123527 NA 9.8981025 7.5927291 4.1809196 9.5334321 8.2500776 7.0600614 5.3713045 7.4396497 9.3707404 3.9585272 9.2968885 9.0459862 9.4846964 10.4735660 2.5434959 5.4820867 10.2562040 9.9348488 8.9901096 10.8629071 10.1622792 5.9127193 8.9845856 6.8734072 11.5466133 9.2048682 14.3275299 8.4782381 10.4172717 NA 7.6836740 5.8813563 10.0056473 NA 4.6589655 9.1167123 3.5434835 8.3249622 NA 10.9457874 7.5283791 NA NA 9.0495178 11.7100674 9.8813555 -0.6263796 10.0183184 11.7214590 6.9509897 8.6977415 12.9366379 6.5091162 3.0740087 9.0860879 11.0477531 11.5695481 11.9367571 11.9983563 9.9329380 10.5670862 5.2064518 6.8081894 9.5509182 9.4288434 8.7111827 -0.6263796 13.2475816 NA NA 6.9281500 1.6955039 13.2727724 12.5769089 9.8216772 10.2024907 8.2253101 10.2048681 10.1841325 9.0319865 10.9992697 0.9585086 -0.6263796 3.5434835 9.2759359 8.6152820 11.9522472 7.2190514 0.3735090 6.6954886 8.7156357 12.3675607 7.1417454 9.8951613 8.3451045 TCGA-G7-A8LC 61 0 NA 527 kidney stage i t1a nx mx 19-3-2015 male 2013 NA yes 90 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 376.31.0 4 3 2 4 4 3 2 3 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 16.513639 12.412382 12.513294 13.831286 2.552992 9.976749 8.467089 10.749236 7.185271 11.141717 10.315146 7.785664 3.623387 12.999362 NA NA 2.231064 11.779415 11.052797 9.831917 7.231074 9.531427 12.615049 8.995946 9.772171 8.110658 9.816037 9.017344 8.984776 0.5343200 0.5343200 -0.4549000 0.5845300 0.5818400 0.5641800 0.5110700 -0.4675400 0.5343200 0.5343200 0.5343200 -0.4549000 0.5615200 0.5881100 0.5845300 -0.4641900 -0.4641900 -0.4641900 -0.4607800 -0.4586400 0.5664400 0.5664400 -0.4664100 -0.4617400 -0.4571500 0.5906200 0.5110700 0.5110700 -0.4698200 0.0000000 0.0069435 -0.459 -0.459 0.566 0.566 0.562 0.562 -0.469 -0.462 -0.457 0.576 0.576 0.564 0.564 0.580 0.580 0.511 0.511 -0.452 -0.452 0.562 0.562 0.574 -0.470 0.534 0.534 -0.455 -0.455 0.562 0.562 0.588 0.588 -0.464 -0.464 0.582 0.582 -0.467 -0.467 -0.461 -0.461 0.000 0.000 -0.459 -0.459 0.566 0.566 0.562 0.562 -0.469 -0.462 -0.457 0.576 0.576 0.564 0.564 0.580 0.580 0.511 0.511 -0.452 -0.452 0.562 0.562 0.574 -0.470 0.534 0.534 -0.455 -0.455 0.562 0.562 0.588 0.588 -0.464 -0.464 0.582 0.582 -0.467 -0.467 -0.461 -0.461 0.000 0.000 9.0189771 9.9079133 10.7002077 8.0254906 9.7418389 4.0384274 9.4646944 7.6698665 14.9337885 4.8457861 13.0940994 8.9052670 13.5506762 5.4405270 11.9217275 7.7779693 9.9367070 13.1595930 10.2910951 6.2754690 5.6404648 12.9993624 6.8676988 12.8283125 10.0765647 8.0222374 6.7148898 12.0671250 7.7779693 7.1319413 -0.7688134 -0.7688134 8.3959818 6.5530026 10.5636708 11.1921625 11.6933213 -0.7688134 12.2969956 8.8253993 10.8608866 10.6233921 NA 10.3038772 1.8160262 4.9315129 8.6447024 8.4550765 10.0968079 4.5886247 8.0091517 9.5563802 5.4790009 9.6039397 7.1735892 9.8457845 9.0607975 4.4405270 9.1691839 9.9114342 9.7624561 10.7779691 10.7702335 9.1213390 6.3808212 7.9210727 8.5302826 11.6066572 9.3890279 13.7567790 7.4433033 10.6404656 NA 7.2384945 7.0448564 10.3376376 0.8160672 6.2754690 9.2225964 4.6905065 8.4646944 -0.7688134 10.6683065 7.7856637 NA NA 9.5853241 11.9390808 10.0576232 0.8160672 9.3896842 10.2436992 8.4694794 9.3846266 12.8473938 7.1878865 1.8160262 10.0882781 11.0226446 11.7794149 11.8622517 12.8283125 10.0765647 10.6072001 6.4405287 5.6905065 9.8254273 8.9892980 9.5279909 2.5529918 13.1575560 0.8160672 1.8160262 7.7779693 3.2310791 14.2733710 11.9963608 9.9598455 11.7712027 9.9193250 10.2809233 10.4362570 9.1954155 10.2679351 -0.7688134 NA NA 10.3350181 8.7836861 10.6943283 7.4694790 1.2310637 7.0124346 9.1765185 11.8742544 6.8235316 8.4861033 8.5025379 TCGA-G7-A8LD 71 1 514 NA kidney stage iii t3a n1 mx 19-3-2015 male 2012 NA yes 90 kidney papillary renal cell carcinoma yes 28 1967 white not hispanic or latino 376.31.0 4 2 2 5 4 1 3 4 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 16.069506 12.270716 13.025315 14.498547 7.208338 10.992837 8.348981 11.088795 10.084092 12.264117 10.009397 9.111662 2.825419 14.711687 -1.633972 -1.633972 3.410382 11.855083 11.612452 10.547451 8.821315 10.250540 12.878790 9.153074 10.392165 9.655430 9.418556 9.466650 7.646642 1.3806000 -0.0136640 0.8196200 -0.0190400 0.0150280 0.4914900 -0.1156100 -0.9451800 0.0000000 0.0000000 -0.0136640 -0.8855000 0.0526680 0.0953630 -0.0190400 -0.0175290 0.0207630 -0.0046525 -0.8516200 0.0120400 -0.8604200 -0.8970700 -0.8642100 -1.1810000 -0.8686100 -0.8751100 -0.1156100 -0.1156100 -0.0496610 -0.1921000 -0.1921000 0.000 0.000 -0.860 0.000 0.733 0.733 -0.857 -0.864 0.000 0.000 -0.842 0.491 0.491 0.000 -0.849 -0.116 -0.116 0.000 0.697 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.814 -0.845 -0.845 0.000 0.000 0.000 0.000 0.000 0.000 -0.827 0.000 -0.852 0.000 -0.192 -0.192 0.000 0.000 -0.860 0.000 0.733 0.733 -0.857 -0.864 0.000 0.000 -0.842 0.491 0.491 0.000 -0.849 -0.116 -0.116 0.000 0.697 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.814 -0.845 -0.845 0.000 0.000 0.000 0.000 0.000 0.000 -0.827 0.000 -0.852 0.000 -0.192 -0.192 8.9668299 9.3223638 8.6432750 4.3659864 11.3937209 8.3158144 11.9152910 8.5705589 14.4237679 4.7058397 14.2725025 12.3978611 13.3488921 4.5558100 12.4927728 7.8954184 11.2034185 13.4063630 10.3614015 4.2967217 6.5508637 14.7116874 10.4962364 13.3557813 10.7577683 8.7625923 9.2554915 12.3914733 8.7636622 5.8171986 1.9509536 -0.6339716 9.5638186 9.0179364 10.6709093 9.9329930 12.7375601 -0.6339716 12.2406809 10.4865496 11.2891294 9.9843732 -1.6339716 10.6585968 7.5055393 4.9205744 10.1192044 9.4407982 11.2373154 7.7234077 8.9002905 8.8905294 3.8578417 9.3274374 -1.6339716 10.6634772 8.3702083 1.8254193 8.5170044 11.1459122 10.3103336 9.0463473 10.7383086 9.5899893 7.6490758 10.8231120 10.3824478 10.4397945 8.7663013 13.9107408 7.7989260 10.7415701 NA 7.5725380 6.6280824 9.8146203 -0.0490091 8.9509501 9.7812012 5.7323099 7.6942360 1.8254193 11.6051386 9.1116620 NA 2.1733513 7.5055393 11.2053883 9.7415701 -1.6339716 10.7440115 10.7240893 9.7169268 10.7257372 13.1883593 7.8547518 3.4103818 10.2359669 12.2548260 11.8550829 12.9334090 13.3557813 10.7577683 10.1753538 8.3814028 6.2668540 9.3803011 11.0032918 9.5613599 0.9509163 12.2112817 4.2967217 3.0098488 8.7636622 5.2114795 12.7503174 11.7991818 9.2668545 9.4421351 7.3085019 11.0208474 10.7450952 9.8279786 11.3907810 NA NA 0.6879565 10.7774986 7.5430829 10.1955836 8.7202371 -1.6339716 6.7753785 6.6467589 12.1856678 5.2967254 7.7859480 6.8973687 TCGA-G7-A8LE 62 0 NA 2453 kidney stage i t1a nx mx 19-3-2015 male 2008 NA yes 100 kidney papillary renal cell carcinoma yes 40 1965 white not hispanic or latino 376.31.0 2 3 2 3 2 2 3 4 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 16.280833 10.560878 12.641137 13.180506 7.045872 10.205071 8.517493 10.520611 10.506003 11.684641 9.345641 8.861448 5.861447 14.239670 NA 7.095038 2.887447 10.322865 11.921875 10.424384 9.690498 10.838589 12.837617 11.031373 10.704274 8.452228 10.236171 9.173726 7.267836 0.00930980 0.00930980 0.00558340 -0.00097017 0.85392000 0.80792000 -0.04102400 -0.05223900 0.00930980 0.00930980 0.00930980 -0.00346270 0.00666530 -0.00097017 -0.00097017 0.00000000 0.00000000 0.00000000 -0.00110870 -0.00401620 -0.00561060 -0.00561060 -0.00166290 -0.00166290 -0.00013862 -0.01422800 -0.04102400 -0.04102400 -0.03694600 0.05081900 0.05329900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.808 0.808 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.854 0.854 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.808 0.808 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.854 0.854 0.000 0.000 0.000 0.000 0.000 0.000 9.250013 9.063081 10.933657 8.780528 11.335510 2.665052 10.368570 6.733531 14.214621 3.852678 13.069778 12.883345 14.163900 6.018688 12.771977 8.091315 10.615363 14.090849 10.461991 5.506351 8.120834 14.239670 9.349994 11.944016 10.623120 10.945821 8.764252 12.923289 6.624408 9.730541 2.080078 -1.504714 9.319289 7.571941 9.94065760 11.46756678 12.05533881 NA 12.97060553 11.20075782 9.97338942 10.87314924 0.08011186 10.57860469 7.05736795 6.44932201 10.29804561 10.30690142 8.77241289 4.37776928 7.11717762 8.92453225 4.81705528 9.97793343 7.09503828 10.05784487 9.23152745 2.30249453 6.97894150 11.45476519 10.24373762 8.48664721 11.29622749 10.43653989 9.28954125 9.25750736 9.13446611 11.05402441 9.12993646 14.82376528 4.99529004 10.49794043 NA 7.80294087 7.33747562 9.86526792 0.81705016 9.20593177 9.87504526 9.69049759 9.37805117 3.74305173 11.25771506 8.86144769 NA 4.32801782 9.80970865 10.55582133 9.60756483 0.49508112 10.34687447 12.31978588 9.00588949 9.54020245 13.56893226 6.17734778 1.81705016 10.40314265 11.80004709 10.32286509 12.44631905 11.94401605 10.62311971 10.18643271 8.97994844 7.30569698 9.47972187 10.82744171 9.05832164 1.30246529 12.76964917 5.03428616 5.09503828 6.62440801 5.87883077 13.07837569 12.09026631 9.90981060 10.71217437 9.61081945 11.06403155 10.11121472 10.76132633 10.56725803 0.49508112 0.08011186 NA 10.48522937 7.69698004 11.06320266 9.39448242 0.81705016 6.99098095 8.24499501 11.56843020 7.43176334 9.71126499 7.52579249 TCGA-GL-6846 52 0 NA 5925 kidney stage iv t4 n1 mx 25-9-2014 male 1996 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 162.37.0 3 2 2 4 4 1 3 4 3 2 4 0 0 0 0 0 0 5 0 4 0 0 0 0 0 0 0 0 0 5 0 0 0 0 5 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 6 5 0 0 2.150168e-06 6.936026e-07 16.782673 11.572272 12.364375 13.929782 8.406707 10.214262 7.791341 10.226204 9.967683 11.248432 7.921733 8.419246 3.606336 14.250797 -1.602964 1.566815 2.396872 11.150095 11.508958 10.749473 9.113698 11.428235 12.233224 10.792145 10.576787 8.416469 9.580514 9.411596 6.147618 0.01195800 0.01195800 0.83215000 -0.00539920 0.83498000 0.81630000 -0.06798900 -0.01953700 0.01195800 0.01195800 0.01195800 0.83215000 -0.00470790 -0.00539920 -0.00539920 -0.01050800 -0.01050800 -0.01050800 0.00360760 -0.01005600 -0.00027724 -0.00027724 0.00680440 -0.00688430 -0.87299000 0.85581000 -0.06798900 -0.03815200 -0.02794500 0.15084000 0.15263000 0.000 0.000 0.000 0.000 0.823 0.823 0.000 0.000 -0.873 0.833 0.833 0.816 0.816 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.832 0.832 0.000 0.000 0.000 0.000 0.000 0.000 0.825 0.825 0.000 0.000 0.000 0.000 0.151 0.151 0.000 0.000 0.000 0.000 0.823 0.823 0.000 0.000 -0.873 0.833 0.833 0.816 0.816 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.832 0.832 0.000 0.000 0.000 0.000 0.000 0.000 0.825 0.825 0.000 0.000 0.000 0.000 0.151 0.151 9.848604 9.182331 9.247065 9.683436 11.246283 6.165062 10.796423 7.051515 14.350052 4.771917 13.790704 14.024070 12.859700 5.515820 12.364645 9.225015 10.669216 12.771578 9.887228 4.040735 9.774089 14.250797 9.134970 12.206546 10.787585 9.693221 9.318719 12.741035 5.974307 8.364104 NA NA 8.881701 6.767566 9.7934828 11.1870230 11.2501877 NA 12.5439240 11.6161979 10.6860325 10.0648767 NA 10.9348245 6.9282602 4.3037661 8.3393926 9.3633836 8.0389300 5.8956080 7.7697433 9.0955827 3.9514666 10.2038304 5.9818412 10.6078538 9.2779922 4.5054019 6.4949100 10.7516784 9.4975405 9.6926471 11.1115530 10.1937289 7.4220177 9.4316771 9.0271452 11.1584294 9.5891710 15.2758630 8.1594264 10.2360819 NA 7.4548158 7.0728347 9.8593804 NA 9.1196856 9.7908048 7.3216909 8.8867260 3.7188109 11.0375750 8.4192460 NA NA 10.2825745 10.6767789 10.2146613 NA 10.2799032 11.4465565 8.9902694 9.4392215 13.5759708 5.1279262 3.2548661 10.1900750 12.7190175 11.1500949 12.3889313 12.2065458 10.7875845 9.8598916 8.8957273 7.7740886 9.9029228 10.5268051 9.3648248 2.6448023 13.1500426 2.0973074 7.0515146 5.9743067 5.8231430 12.9182718 11.7242904 10.3353551 10.8670286 8.7945527 10.8473162 9.3149960 10.4972120 10.7193697 0.9818527 3.3510770 2.6448023 10.1442320 7.6250958 9.8429121 9.5630412 1.2042033 6.6636648 8.5222916 11.3965258 7.4790268 7.7675654 6.8439612 TCGA-GL-7773 63 0 NA 393 kidney stage i t1a nx mx 9-10-2014 male 2011 NA NA NA kidney papillary renal cell carcinoma yes 34 1993 white not hispanic or latino 194.36.0 1 3 1 2 4 3 2 4 2 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 6 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 3.294613e-06 1.283165e-06 16.686740 11.139771 12.862118 12.971077 10.883322 9.819799 8.363681 10.577426 8.414505 11.648149 8.820372 9.413580 2.266607 13.691774 NA 4.535095 7.999467 10.906522 12.064993 10.610499 9.438352 10.564981 12.674550 11.124305 10.970824 8.080970 10.117219 9.346333 7.659267 0.00319100 0.00319100 0.00777830 0.00722170 0.00000000 -0.02164700 -0.02876500 -0.00498440 0.00319100 0.00319100 0.00319100 0.00777830 0.01042400 -0.37853000 0.00722170 0.00305220 0.00305220 0.00305220 0.00666530 -0.00180140 -0.00277070 -0.00277070 0.00000000 0.00000000 0.00097064 -0.00415460 -0.02876500 -0.02876500 -0.03163200 -0.05153100 -0.04387300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.733 -0.733 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.733 -0.733 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.4760596 9.0007000 10.9228685 9.2449268 10.6165408 3.5076171 10.1843851 7.1603212 14.3672088 4.2990248 13.2963954 10.7905245 13.0046985 2.9770967 12.7290155 9.6015905 10.1608728 13.3366051 8.9833476 5.1291016 8.2037792 13.6917744 9.6859918 12.6900087 10.6962983 8.0214936 8.5214202 13.0000068 6.1109562 8.0763015 0.3920976 NA 9.9486432 7.0925764 9.8184018 11.5156119 12.6477558 1.6145214 13.2247634 11.1553495 10.7518866 10.5507468 NA 10.3907275 7.4582261 5.9670464 10.4862148 9.8426610 11.6215568 4.4673838 7.2418030 9.6729079 4.8732620 9.9091502 4.1647300 9.9695660 9.6361044 6.1291037 9.1245871 11.4818083 10.0395955 8.3129859 11.6557975 10.2107193 10.4360757 7.8759527 9.2666062 10.8032949 8.9767239 14.7028445 6.3603818 10.3864906 -1.1929749 7.9454462 6.8786371 10.4287686 -0.1928100 9.3375809 9.9839711 6.4653868 9.5502502 4.8295401 11.9519922 9.4135799 NA 5.2829068 9.7452839 11.2796116 10.0092985 NA 10.3095092 11.3979955 8.8893236 9.7722374 13.5426248 5.9114064 1.6145214 10.1436812 12.1889879 10.9065224 12.8252878 12.6900087 10.6962983 10.3010300 9.3482712 7.4108007 9.7506638 10.6546235 9.2532240 6.0832985 13.4868196 NA 7.2208030 6.1109562 5.9261157 13.2494099 12.4348225 10.3050265 10.6561887 9.6297455 10.9892585 10.4260189 10.6874163 10.8166534 -1.1929749 0.3920976 3.7613704 10.7969239 8.1672094 10.7994438 9.5852518 0.8071900 7.5041421 8.4600196 11.3100064 7.2747797 8.7393894 7.7496891 TCGA-GL-7966 28 0 NA 112 kidney stage iii t3 n1 mx 19-3-2015 female 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 209.44.0 4 2 2 5 4 3 3 4 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 1.109764e-06 6.936026e-07 15.801389 12.522537 14.695103 12.232406 5.947972 10.821627 8.960242 11.226235 7.658716 11.750841 7.330752 9.978452 5.186913 13.458522 1.424385 4.661447 11.311849 8.179299 12.377580 10.384827 10.278834 11.000760 13.122868 10.052205 10.064139 9.024324 8.257301 10.774403 7.479508 0.38882 0.42167 -0.18672 -0.50090 0.20353 0.40028 0.27585 -0.46142 0.40456 0.42167 0.42167 -0.18672 -0.40219 0.59476 -0.50090 1.44440 -0.13920 -0.17018 -0.51784 -0.37786 0.41078 0.41078 0.44884 0.44884 -0.44897 0.34567 0.27585 0.29851 -0.35122 0.00000 0.00000 -0.378 -0.378 0.428 0.428 0.453 0.453 -0.424 0.449 -0.445 0.331 0.331 0.400 0.400 -0.438 -0.438 0.276 0.276 0.007 0.469 0.379 0.379 -0.375 -0.351 0.405 0.405 -0.187 -0.187 -0.422 -0.422 0.000 -0.195 -0.139 -0.139 0.101 0.101 0.420 0.420 0.229 0.229 0.000 0.000 -0.378 -0.378 0.428 0.428 0.453 0.453 -0.424 0.449 -0.445 0.331 0.331 0.400 0.400 -0.438 -0.438 0.276 0.276 0.007 0.469 0.379 0.379 -0.375 -0.351 0.405 0.405 -0.187 -0.187 -0.422 -0.422 0.000 -0.195 -0.139 -0.139 0.101 0.101 0.420 0.420 0.229 0.229 0.000 0.000 8.985562 9.014731 10.230846 5.650480 11.354726 8.205771 10.476203 6.934469 12.963224 3.864988 14.054028 13.219233 13.287989 7.722965 13.295051 10.113411 10.741501 13.481242 8.049598 5.009374 9.986108 13.458522 9.131770 13.299118 10.324847 10.291248 9.326140 12.998531 7.748913 9.054808 4.009374 NA 11.021666 7.303557 11.2455017 11.5564517 11.8315270 0.2020102 12.7999160 10.9803696 12.0160670 11.4758142 -1.3830778 11.4566536 5.8167277 4.1406151 9.8720848 9.9707543 9.5111159 8.2126865 8.0243241 8.4966393 6.9116772 10.8858905 3.9746119 10.5269492 10.1406181 3.2020258 6.4372344 11.3229045 9.7268867 9.7190318 11.7031923 11.1503858 10.4004636 8.4451924 10.0296260 11.6703033 9.4866500 13.0067547 8.5784044 10.8943435 NA 7.1716062 7.1406181 12.6132648 3.2020258 9.3122844 10.7947871 9.8344080 9.9991398 3.6170516 11.7063411 9.9784516 6.0846617 7.5209376 8.6184644 11.1795371 10.4916533 -1.3830778 10.3343041 11.1051473 10.0749500 11.3920490 14.1383805 5.2520863 -1.3830778 10.6988725 11.3767363 8.1792986 13.2330305 13.2991180 10.3248466 10.2322259 9.6777521 5.9920954 9.2214612 12.3869973 10.2491425 3.0764907 12.9324888 5.7255803 5.3449776 7.7489133 7.2317655 14.4598906 12.8462505 9.3635704 11.0897470 8.9024583 11.7849447 9.8548636 10.4562599 11.1525746 -1.3830778 -1.3830778 3.0093651 11.2799470 7.9387139 7.4499459 10.4475713 -1.3830778 5.5359192 8.4179559 12.1987275 7.6310766 9.0703268 8.1792986 TCGA-GL-8500 63 0 NA 841 kidney stage i t1b nx mx 19-3-2015 male 2011 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 246.42.0 1 3 2 3 2 2 2 3 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 2.56633e-06 9.710437e-07 16.2760191 11.9917287 12.1047286 13.7722298 12.5026829 9.3533352 7.6432573 10.7415956 9.6514654 11.7128272 7.8972598 8.2242236 2.3153344 12.7858203 NA 0.3153344 1.7303574 11.8888203 11.5865254 10.3952600 8.2617499 10.5961016 11.8333283 8.9495370 10.8356221 7.4377271 8.6699476 10.0255633 7.8794803 2.2145e-03 -5.2393e-03 0.0000e+00 -1.7606e-03 8.0304e-01 4.0792e-02 4.5891e-02 -8.3847e-01 2.2145e-03 -6.5219e-04 -5.2393e-03 0.0000e+00 -1.4924e-02 -1.7606e-03 -1.7606e-03 6.9845e-03 9.6221e-05 9.6221e-05 7.8193e-03 -6.9337e-03 5.5938e-03 5.5938e-03 -8.5969e-01 -8.5969e-01 2.4309e-02 8.1167e-01 4.5891e-02 4.5891e-02 1.6886e-02 -8.0083e-02 -7.7864e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.860 0.000 0.810 0.810 0.000 0.000 0.000 0.000 0.000 0.000 -0.839 -0.839 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.803 0.803 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.860 0.000 0.810 0.810 0.000 0.000 0.000 0.000 0.000 0.000 -0.839 -0.839 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.803 0.803 0.000 0.000 0.000 0.000 0.000 0.000 9.6655335 8.9226611 9.2050882 9.4531760 9.9883454 4.3153344 10.2500046 7.3190832 13.5572644 3.1897929 13.5331876 8.8711980 13.0037269 3.4308071 11.7445632 8.5976470 9.7836154 12.5316725 9.5018579 4.5377247 6.7471766 12.7858203 8.4168689 12.3408165 9.9693701 8.0432515 8.0409812 12.8439477 6.1649974 7.9027960 0.7304008 0.3153344 8.9543699 6.8388925 10.6011184 10.7883601 11.3089769 -1.2695122 12.2040741 9.3358479 10.4633837 10.0807550 NA 10.4342719 4.4308071 3.4852594 9.3624548 8.7951111 7.8204809 5.3002226 7.7019122 9.2992744 3.6845607 9.6304805 7.2341938 10.1649965 9.0064927 1.0522768 1.5377433 10.2217204 9.3349215 9.3769270 11.0409811 8.6402616 6.8750268 8.2500046 9.0398447 10.6301029 9.5632584 14.9573637 7.4339259 10.2949942 NA 7.9713746 6.1733114 10.6270792 -0.2696861 9.1618660 9.3876867 4.7303682 7.1439964 4.1566312 10.5493499 8.2242236 NA NA 10.4269012 11.1021450 9.3246929 NA 9.1503287 10.6936257 8.1226857 9.5577111 13.6926770 5.4700813 5.5505467 10.1649965 13.1890954 11.8888203 11.9121418 12.3408165 9.9693701 10.2366759 9.1226857 7.9077878 9.4801540 9.9669805 9.2490215 0.3153344 12.9406592 1.0522768 0.3153344 6.1649974 3.7303682 13.1409290 11.5465520 10.4164311 11.6302917 9.1938927 10.4424654 10.1908242 10.3805225 9.9404308 NA 4.4582901 NA 10.7527361 8.0032548 9.5340394 8.4480448 NA 6.0612859 9.6045812 11.0859947 7.1691604 7.5051557 7.4446141 TCGA-GL-A4EM 61 0 NA 32 kidney stage i t1b nx mx 19-3-2015 male 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 266.43.0 1 1 3 6 4 1 3 4 3 2 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 4 1.907407e-06 6.936026e-07 16.555343 12.335386 13.036943 13.605383 7.420196 10.046186 7.840772 9.841808 9.429874 11.316691 7.400587 7.616996 5.352024 12.046186 NA 2.567764 5.587653 10.839216 10.903039 10.032639 8.750975 9.319669 11.792023 10.102596 10.923349 8.319669 9.185731 9.627849 6.701609 0.00438710 0.00430210 0.00041593 0.37858000 -0.00180140 0.35643000 -0.01681400 -0.00544330 0.00438710 0.00438710 0.00430210 0.00041593 0.00000000 0.37117000 0.37858000 -0.00401620 -0.00401620 -0.00401620 -0.00415460 -0.00401620 -0.00401620 -0.00401620 -0.00415460 -0.00415460 -0.00774820 0.36297000 -0.01681400 -0.00981850 -0.01780300 0.08796900 0.08796900 0.000 0.000 0.000 0.000 0.363 0.363 0.000 0.000 0.000 0.362 0.362 0.356 0.356 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.371 0.371 0.000 0.000 0.000 0.000 0.370 0.370 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.363 0.363 0.000 0.000 0.000 0.362 0.362 0.356 0.356 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.371 0.371 0.000 0.000 0.000 0.000 0.370 0.370 0.000 0.000 0.000 0.000 8.735450 10.467949 8.560220 10.816208 9.201959 2.205174 10.767971 7.664615 16.321295 5.967683 12.843231 13.004927 12.996346 4.857259 12.784768 10.261240 10.592585 12.767017 8.420196 5.936986 6.960070 12.046186 8.431251 13.123514 10.446996 10.386513 7.409056 12.632795 5.967683 7.562735 1.982802 NA 7.469291 6.041685 10.0542531 11.6858291 11.5060259 5.8407729 11.9581610 10.4510753 11.4723042 9.3549303 NA 8.8303701 5.7728675 5.9524174 9.7454496 8.9676839 8.6481267 4.7631035 7.1660124 8.9253052 5.1527148 9.5360999 4.4422203 10.5050453 9.3808219 8.0380729 7.2986950 10.9667343 9.5424865 8.2835246 10.7129778 9.0596062 7.1325378 8.2835246 9.5360999 10.0533589 9.9902852 13.6721336 6.4845490 9.6599231 NA 7.3783677 8.3077213 12.6998959 NA 8.8633946 9.1610407 7.4852908 10.1367650 8.8008404 10.7766649 7.6169965 NA 1.9828020 11.5376993 11.6209249 10.4497168 -0.6020875 9.8386973 10.2827619 8.4201960 8.5011159 13.9380774 4.4099475 0.9828020 9.6878470 12.6066722 10.8392162 12.5136847 13.1235140 10.4469961 10.0799450 8.6242406 7.4090557 9.8006377 8.7685155 8.2211956 7.5526460 13.5002140 4.2051813 3.9827928 5.9676828 3.3047155 13.4607142 12.4253887 11.3928887 11.6605104 9.4243517 7.9562489 10.1043242 9.6072815 9.5526462 2.9827837 4.9213887 NA 11.1967050 8.0947956 11.6232285 6.7197557 0.3978030 8.6410022 8.9977409 10.5030819 7.0198798 7.4476767 6.7901452 TCGA-GL-A59R 79 0 NA 378 kidney stage iii t3c n0 mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 281.43.0 2 3 1 7 2 2 2 3 NA NA 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 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 2.323569e-06 9.016834e-07 16.6182151 11.3251344 12.6169057 13.6849684 10.2656947 9.9629803 8.1732929 10.3582351 9.9037746 11.7102938 9.3468078 8.2458374 3.2792781 13.9145182 -0.6277165 NA 6.3265895 11.1032878 11.3684641 10.5010319 9.3822217 10.5074611 12.2886458 10.5976006 10.9144577 9.1537529 10.0994627 9.5423182 7.8602334 0.00060583 0.00060583 0.00041558 -0.00443120 0.84435000 0.79956000 -0.06316600 -0.00788630 0.00060583 0.00060583 0.00060583 -0.00061970 0.00652620 0.00819590 -0.00443120 -0.00429290 -0.00429290 -0.00429290 0.00000000 -0.00995650 -0.00484610 -0.00484610 -0.00304750 -0.01122400 -0.00719580 -0.00995650 -0.06316600 -0.06316600 -0.05374600 0.08262100 0.06621800 0.000 0.000 0.000 0.000 0.812 0.812 0.000 0.000 0.000 0.000 0.000 0.800 0.800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.844 0.844 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.812 0.812 0.000 0.000 0.000 0.000 0.000 0.800 0.800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.844 0.844 0.000 0.000 0.000 0.000 0.000 0.000 8.8277203 9.4505440 9.4167872 9.4167872 10.6432725 4.3723950 10.5873193 7.3553863 14.2090846 4.2792856 13.3701901 10.6824378 14.1220531 4.1272783 12.0094708 8.8880930 10.5547875 13.5974499 10.9346356 3.9573575 6.1138609 13.9145182 8.6060128 12.0205260 10.2725052 8.2942343 7.4913344 13.0222107 5.9269814 9.0017499 1.3723950 -0.6277165 9.1087952 7.3892011 9.7044297 11.7119649 11.8067608 0.9573203 12.2477586 10.6344880 9.9898607 10.0693607 -0.6277165 10.0588937 6.3496731 5.5016748 9.9999270 9.4154205 8.6807322 4.5423200 7.7166892 8.9981021 4.9269814 9.3738013 6.7732724 9.9535938 9.4952211 0.3723950 6.4167874 11.0448185 10.0225473 8.9115520 10.8236042 9.4181528 7.4598562 8.5068193 8.8880930 10.5775755 9.3439367 14.7644087 6.3082061 10.1247739 NA 7.6358030 7.2427578 10.1684328 3.0728261 9.1322812 9.6321364 4.1797499 8.7474327 5.6012122 11.0588937 8.2458374 NA 3.6943231 9.2792837 11.0602062 10.2679684 -0.6277165 9.7764704 11.5313184 8.5297401 8.8236042 13.2009264 5.9483112 -0.6277165 9.8410172 12.0756479 11.1032878 12.3780177 12.0205260 10.2725052 10.0762968 8.5891391 6.9944451 9.5569834 9.8277204 8.7860209 -0.6277165 12.9594674 0.9573203 4.1797499 5.9269814 3.5423200 12.8930450 11.7258157 10.6721736 11.1627416 9.1941671 10.2381264 10.3251344 10.1496484 10.2131711 NA NA NA 10.3511037 8.2554946 11.4661771 8.9479323 NA 6.9723055 7.5221405 11.3734494 6.9346356 8.9667177 7.5423184 TCGA-GL-A59T 46 0 NA 546 kidney stage i t1b nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes 5 NA white not hispanic or latino 299.44.0 3 3 NA NA 3 1 2 3 2 1 4 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 4 0 0 0 0 0 0 0 0 0 2.323569e-06 1.109764e-06 16.6632128 11.6104907 11.8068040 13.4614014 11.1302996 10.2173838 7.2032834 10.6697243 8.9005490 11.5303550 8.2489261 7.0047385 2.5334388 13.6084859 -0.9260427 1.0740258 3.7178573 12.0603760 12.0628539 10.3034203 8.4004299 10.4517534 12.1849732 9.2785717 11.0318281 8.4981667 9.3135991 9.0838293 7.0337126 0.62825000 0.61770000 0.66420000 -0.00415460 0.69623000 1.36520000 -0.04521600 -0.01464100 0.62333000 0.61770000 0.61770000 0.66420000 0.00346870 -0.00415460 -0.00415460 -0.00719580 -0.00719580 -0.00719580 -0.00041585 -0.00968060 -0.00235530 -0.00235530 -0.01519100 -0.01519100 -0.01202400 0.70438000 -0.04521600 -0.03163200 -0.05940400 0.19649000 0.19649000 0.000 0.000 0.000 0.000 0.692 0.692 0.000 0.000 0.000 0.695 0.695 1.365 1.365 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.623 0.623 0.664 0.664 0.000 0.000 0.000 0.000 0.000 0.000 0.704 0.704 0.000 0.000 0.000 0.000 0.196 0.196 0.000 0.000 0.000 0.000 0.692 0.692 0.000 0.000 0.000 0.695 0.695 1.365 1.365 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.623 0.623 0.664 0.664 0.000 0.000 0.000 0.000 0.000 0.000 0.704 0.704 0.000 0.000 0.000 0.000 0.196 0.196 8.453379 10.435396 9.576832 9.440323 10.429352 2.533439 10.783515 7.922624 15.050565 4.906891 13.881959 10.197475 13.754470 1.881351 11.902137 9.729531 10.706541 13.861087 9.809557 4.565853 6.651429 13.608486 8.398181 12.249862 9.859453 6.161462 7.321928 12.545549 5.968819 8.498167 NA NA 8.964265 7.079626 9.6942205 11.4312776 11.1218062 5.0963673 11.5474527 10.0128450 11.3677596 9.3720632 0.0739573 9.4609407 6.1825255 5.4833902 9.6044070 8.2058577 8.2858890 4.6589655 8.3266659 9.1521515 3.9808936 8.6073303 4.7744392 9.9163509 9.2401636 2.7744392 6.0852271 10.0711801 9.4663180 10.1067351 10.6039191 8.7639984 6.2931700 9.7753071 8.2389077 11.1125767 9.2858888 14.7424147 6.9187380 10.3325666 NA 7.5456758 7.0397843 10.8491993 0.6589198 7.6362432 9.5778263 6.9505174 9.5405868 6.9988127 10.3993060 7.0047385 -0.9260427 0.6589198 9.6457532 10.8688226 10.1922928 NA 8.8716623 9.8163099 8.7088118 9.4403227 13.3003375 5.4854268 0.6589198 9.9029304 11.7371139 12.0603760 12.3592583 12.2498620 9.8594531 10.5318944 7.4093909 6.4663188 9.5152331 9.5241808 7.9657843 2.0739916 13.3005633 0.0739573 2.6589655 5.9688188 2.5334388 12.7909465 12.1319923 10.9714679 11.2154691 9.0935913 9.5837755 10.0347266 9.6083034 9.3834769 0.6589198 0.6589198 NA 10.3541914 8.6148066 10.9044881 8.2955876 -0.9260427 7.9505174 8.1614635 11.4915894 6.4918531 6.8813551 7.7605011 TCGA-GL-A9DC 66 0 NA 27 kidney stage i t1b n0 mx 19-3-2015 female 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 386.28.0 1 3 1 1 2 2 2 2 2 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 16.2009313 11.3179022 12.3699629 13.6715585 11.4245930 10.2072164 7.8234946 10.4625040 10.1924427 11.6917142 8.9482963 9.2648432 3.2117287 13.0135211 0.8897850 -0.1101371 2.5902427 10.7996969 11.6236813 10.2976026 9.1305953 10.7804481 12.5497997 10.4299318 10.9795853 8.7663209 9.7936857 9.4943570 7.1862153 0.00523750 0.00523750 0.00027728 -0.01070500 -0.00360110 0.73473000 -0.07907700 -0.01739100 0.00523750 0.00523750 -0.00126720 0.00027728 0.01112100 -0.00263220 -0.01070500 0.00485790 0.00485790 0.00485790 -0.00443120 -0.01656700 -0.01174900 -0.01174900 -0.02999400 -0.02008500 -0.02384000 0.75681000 -0.07907700 -0.07907700 -0.06477700 0.04783600 0.04783600 0.000 0.000 0.000 0.000 0.782 0.782 0.000 0.000 0.000 0.757 0.757 0.735 0.735 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.894 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.782 0.782 0.000 0.000 0.000 0.757 0.757 0.735 0.735 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.894 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.094375 9.168253 10.365537 8.511856 11.016831 5.019088 10.535462 7.452046 14.142100 3.934196 13.655919 9.894024 13.672393 3.474760 12.293482 9.893322 10.279973 13.469473 11.861347 3.934196 8.411404 13.013521 8.936928 12.368700 10.492967 8.021661 8.385659 12.985778 6.610902 9.012632 NA NA 9.075918 7.286409 9.7989469 11.4436731 11.8051231 0.4747735 12.5487963 10.6542608 10.7808280 10.5081801 -0.1101371 10.6202740 6.5622287 5.4133673 9.1401022 9.6768901 7.9719527 5.5763044 7.4558582 8.8784884 4.9772662 9.3926356 6.4822610 10.0465190 9.2462558 0.8897850 4.7477848 10.5688440 9.6396732 9.9558930 11.0644175 9.8153583 7.6211229 7.4250791 8.8146164 11.0287156 9.4270222 14.5191889 7.7496489 10.2960088 -1.1102928 7.7518834 6.9983287 10.5793651 3.4133639 9.0572220 9.7352939 5.6040506 8.8140226 6.3975976 11.6461516 9.2648432 NA 3.5902427 10.2139844 10.7974456 9.8996324 -1.1102928 9.6809667 11.1510173 8.6907038 9.3181641 13.5982950 5.5191613 4.8439989 9.2407429 12.2458431 10.7996969 12.5224583 12.3686998 10.4929665 10.0888627 8.8026931 7.6278964 9.3475335 10.4582351 8.8249689 0.4747735 13.3161996 NA 4.2117287 6.6109023 4.6177216 12.8782959 12.4027911 10.4064887 10.8216494 9.2196001 10.7329397 10.0363726 10.3916410 9.9878359 0.4747735 3.6971622 NA 10.5749906 7.8385510 9.2532597 8.7617091 -1.1102928 6.6971594 8.9204711 11.4693555 6.9612656 6.9232264 8.1258179 TCGA-GL-A9DD 69 0 NA 341 kidney stage i t1a nx mx 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes 20 1956 white not hispanic or latino 386.28.0 3 1 1 6 1 1 1 1 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 16.628925 11.275321 12.042143 13.835864 10.813864 9.860983 8.688858 10.166675 8.362872 11.587923 9.217252 8.154336 3.687061 13.865771 0.628167 1.365133 3.901185 10.700518 11.777537 10.261763 9.330912 10.736251 12.443279 10.204962 10.545037 8.471560 10.116002 10.006096 7.610395 0.00875280 0.00875280 0.40261000 -0.00290910 0.41312000 0.41028000 -0.02493500 -0.00318590 0.00875280 0.00875280 0.00875280 0.40261000 0.00000000 -0.00290910 -0.00290910 -0.00672350 -0.00069303 -0.00069303 0.00124810 -0.01078400 -0.01161100 -0.01161100 -0.00318590 -0.00318590 -0.00138580 0.42385000 -0.02493500 -0.02493500 -0.01849000 0.07915900 0.07915900 0.000 0.000 0.000 0.000 0.412 0.412 0.000 0.000 0.000 0.410 0.410 0.410 0.410 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.403 0.403 0.000 0.000 0.000 0.000 0.000 0.000 0.413 0.413 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.412 0.412 0.000 0.000 0.000 0.410 0.410 0.410 0.410 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.403 0.403 0.000 0.000 0.000 0.000 0.000 0.000 0.413 0.413 0.000 0.000 0.000 0.000 0.000 0.000 8.9665274 9.6196843 10.5881643 9.7182748 10.4913162 3.1306673 10.4247428 7.0032019 16.1957521 4.7156243 13.4711674 12.5770163 13.4102733 4.8505544 13.0086234 8.8030882 10.3297577 13.0416140 9.8808278 6.9135644 7.9197167 13.8657707 8.4799116 12.1343046 10.0984823 8.6816358 8.5706770 12.7639785 5.0204800 8.3469808 1.3651326 0.0432045 9.2453238 7.1980177 10.0662612 11.5033998 11.5310399 3.3651326 12.1186790 10.4494049 10.4552404 10.1260142 1.0432045 9.9181812 6.4525905 6.2428730 10.1491084 8.5881644 11.5270157 4.9911000 7.5667619 9.1750570 5.5026329 9.4106146 6.1412325 10.3924811 8.6337868 5.2526541 7.3785905 10.5939467 9.5057022 9.0779989 11.0481225 10.0003019 7.5067241 8.1038957 9.2168770 10.4814719 8.8760899 14.2461654 6.3027541 9.9568373 NA 7.9518926 8.6579097 11.5867151 0.6281670 8.6486793 9.7745189 4.6870551 9.2792140 7.5470256 10.6761951 8.1543356 -0.9567955 0.0432045 11.1795502 10.9193331 10.4220366 0.0432045 9.6421828 10.7423385 8.0204800 8.9988499 13.2660702 5.9814851 NA 9.6933542 12.2353386 10.7005184 12.1238509 12.1343046 10.0984823 10.0641799 8.5209581 7.3651282 9.5135434 10.1795502 8.6092541 4.9500904 12.4476762 2.6281670 4.5977874 5.0204800 5.5509930 13.0727063 12.1484537 10.9046746 11.0804036 9.2243522 10.2131249 10.0731773 10.0512923 9.8505547 2.0432045 -0.9567955 NA 10.7279485 8.6866231 11.5437132 8.5997061 0.0432045 9.2428723 8.9470817 11.3783111 6.8760896 8.6262825 7.6505305 TCGA-GL-A9DE 74 0 NA 140 kidney stage i t1b nx mx 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 386.28.0 1 2 3 6 3 1 1 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 16.021171 12.436114 5.766428 14.967520 13.340442 9.510069 8.788080 10.486424 10.654190 11.845139 8.186555 8.605022 4.335798 12.949063 NA 1.619601 2.512682 10.511371 11.905425 10.219500 8.898369 10.517865 12.398720 9.819960 10.975253 7.780899 9.949223 9.076675 7.106164 0.00000000 0.00000000 -0.00289190 -0.00207840 -0.00166290 0.00374650 -0.00193990 -0.00159530 0.00000000 0.00000000 0.00000000 -0.01106000 0.00138680 -0.00761420 -0.00207840 0.00430210 0.00430210 0.00430210 0.00583090 -0.00435220 -0.00013862 -0.00013862 -0.31949000 -0.32147000 0.00291330 -0.00249380 -0.00193990 -0.00193990 -0.00069303 -0.00235530 -0.00235530 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.762788 9.549480 8.960709 9.187272 10.224273 3.271665 9.562939 7.619587 15.770479 4.335798 13.558327 9.819260 13.429700 3.335798 13.014427 9.323985 9.634006 12.530872 10.565449 4.456090 7.495227 12.949063 8.697929 12.951943 10.274223 7.523039 8.437941 12.748594 NA 7.412145 NA NA 9.871577 6.477569 10.0725638 10.6998336 11.8709005 1.1341552 12.3393427 10.4677630 11.2332451 10.1414624 NA 10.2772884 5.3513916 4.1341634 9.2489437 9.5083304 9.4837733 5.0790196 7.2551759 9.2342970 3.1341552 9.4424994 4.2384965 10.6304149 9.7281117 -0.1877072 3.2045477 10.8933828 9.5861956 10.2018636 10.8442780 9.6363955 7.6131323 7.9311730 8.7176192 11.0935828 9.8963763 14.5302299 6.9566352 9.8702240 NA 8.6748388 6.9971072 10.4601403 -1.1877072 8.9285761 9.6678794 1.6196008 10.6344047 6.4269423 10.8542336 8.6050224 NA NA 12.7288582 11.2673026 10.3249727 NA 9.8220609 11.1741760 8.7009754 9.1970159 13.7729130 4.8828387 -1.1877072 9.9852847 12.8238090 10.5113709 12.5611589 12.9519435 10.2742232 10.5074606 8.8023361 8.2899907 9.6450432 10.7605995 8.1273820 1.9821448 13.2794557 -0.1877072 2.7191177 NA 3.8122312 13.2502040 12.4874175 11.4121451 11.7657012 7.0265511 10.9395818 9.4793438 10.0088343 9.3445882 -1.1877072 NA NA 11.0651933 7.7690728 11.8532907 9.1114404 0.3971458 7.3971946 9.2152442 10.8793304 5.5935928 6.0506366 7.3896615 TCGA-HE-7128 NA 0 NA NA kidney stage i t1 nx mx 5-12-2013 male NA NA NA NA kidney papillary renal cell carcinoma yes NA NA NA NA 162.20.0 1 1 3 1 1 1 3 2 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.352525e-06 2.427609e-07 16.3980691 11.6016766 13.1602243 14.3449941 11.6044431 9.9422346 9.1090322 10.3252092 7.5765373 11.5100170 7.9006277 8.6548784 3.0171024 13.9797013 NA 0.3541136 5.3237700 11.2383152 11.2561956 10.7309935 9.0218475 11.0726775 12.2504771 10.2001573 10.3695597 8.6020723 8.7790108 9.3141466 6.3701364 0.00944910 0.00944910 0.35661000 0.27111000 0.35631000 0.34145000 -0.02109800 -0.00166290 0.00944910 0.00944910 0.00110930 0.35506000 0.00110930 0.27111000 0.27111000 -0.00470790 -0.00470790 -0.00470790 -0.00069303 -0.01416200 -0.00968060 -0.00968060 -0.00401620 -0.00401620 -0.00636680 0.34258000 -0.02109800 -0.02109800 -0.01766600 0.11814000 0.11814000 0.000 0.000 0.000 0.000 0.693 0.693 0.000 0.000 0.000 0.343 0.343 0.341 0.341 0.000 0.000 0.000 0.000 0.000 0.000 0.323 0.323 0.000 0.000 0.000 0.000 0.355 0.355 0.000 0.000 0.271 0.271 0.000 0.000 0.356 0.356 0.000 0.000 0.000 0.000 0.118 0.118 0.000 0.000 0.000 0.000 0.693 0.693 0.000 0.000 0.000 0.343 0.343 0.341 0.341 0.000 0.000 0.000 0.000 0.000 0.000 0.323 0.323 0.000 0.000 0.000 0.000 0.355 0.355 0.000 0.000 0.271 0.271 0.000 0.000 0.356 0.356 0.000 0.000 0.000 0.000 0.118 0.118 10.133864 9.095612 11.814601 9.121226 11.247952 3.856647 10.408975 5.929052 16.980429 4.998001 13.931023 10.307371 13.094488 5.323770 12.545718 9.020665 10.271517 12.960935 9.028925 7.918929 10.083765 13.979701 9.350383 12.452615 11.007288 9.170061 9.403993 12.743059 5.627163 8.367235 NA -1.230736 10.193348 6.582964 10.373272 11.529070 10.967013 7.837960 12.421691 11.194136 10.233728 10.746104 NA 10.801228 5.835272 6.944108 8.660966 9.361639 11.518842 4.441610 7.248963 8.689535 5.780410 10.223481 5.918930 10.830891 8.532395 7.763536 5.455682 10.861939 9.331425 9.116803 11.420907 10.516116 7.934089 8.645699 9.409427 10.732078 8.934089 14.771602 7.382124 10.105131 NA 7.290194 9.785294 10.534054 1.354170 9.128932 9.574926 5.757866 8.986861 10.822769 10.929999 8.654878 NA 4.413039 10.919881 10.463540 10.168460 -0.230736 10.357428 11.095331 8.590956 8.993184 13.737264 4.631139 NA 10.551361 13.694598 11.238315 12.106943 12.452615 11.007288 9.733523 9.456558 7.296659 9.562558 10.804325 8.863260 7.976196 12.352500 1.576522 6.126733 5.627163 7.869844 13.195132 11.913681 10.336188 11.018296 9.543969 10.968241 9.291764 10.787382 9.586965 1.576522 1.053111 NA 10.370953 7.805850 10.700599 9.792937 1.576522 9.265037 8.508963 11.295681 6.517375 10.253502 7.327603 TCGA-HE-7129 NA 0 NA NA kidney stage i t2 nx m0 5-12-2013 male NA NA NA NA kidney papillary renal cell carcinoma yes NA NA NA NA 162.20.0 2 3 2 3 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 1.213805e-06 6.242424e-07 16.8617226 11.0978297 13.3134165 14.0313015 12.2956824 10.0072270 7.1039287 10.5784234 9.2354794 11.8356635 9.1702303 7.3441476 -0.0331266 15.4640329 -0.4481149 1.2888901 0.9669472 10.4667833 11.7090078 10.5804967 9.2190114 11.3452322 12.2354794 10.7468619 9.8330572 7.6639046 9.1449796 9.5990237 6.4653885 0.0023271 0.0023271 0.9065300 -0.0098185 1.5676000 0.8840600 1.1661000 -0.0081624 0.0023271 0.0023271 0.0023271 0.8801400 -0.0111980 -1.0029000 -0.0098185 -0.0154660 -0.0154660 -0.0154660 0.0058476 -0.0120240 0.0000000 0.0000000 -0.0045695 -0.0045695 -0.0018014 0.9049200 -0.0438730 -0.0282180 -0.9700300 0.1390900 0.1390900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.905 0.905 0.884 0.884 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.907 0.907 0.000 0.000 0.000 0.000 0.000 0.000 1.568 1.568 0.000 0.000 0.000 0.000 0.139 0.139 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.905 0.905 0.884 0.884 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.907 0.907 0.000 0.000 0.000 0.000 0.000 0.000 1.568 1.568 0.000 0.000 0.000 0.000 0.139 0.139 9.5779622 9.3672833 10.3963442 9.9098184 11.3809619 4.4098797 10.6562802 6.9327215 12.9677737 2.4263721 13.6738650 8.7678372 13.1327473 1.8738132 12.2370867 9.7839210 10.5024558 13.4779487 9.0623344 3.8249206 9.4273933 15.4640329 10.1702854 11.8688413 10.5486088 4.2337270 9.0383997 13.0790510 4.4426715 8.1230205 -0.0331266 NA 8.9886114 7.0357152 9.8423027 11.6707329 11.9153959 1.4263721 12.7391488 11.3476690 10.0790511 10.2196028 -2.0332742 10.7684436 6.6982560 3.1368640 9.0262819 9.9931150 7.6604245 5.4334836 7.6673770 8.4816513 2.6673699 10.0520778 6.9269388 10.4936812 9.4722528 1.6673926 6.9006277 11.0058564 9.9602296 9.5949271 11.1535159 10.1283843 6.4181478 8.8210265 9.1684487 10.4909893 9.5684390 15.1429547 6.1346563 10.2372327 -2.0332742 7.4551595 6.2243259 10.2712888 0.7743338 9.3283329 9.9046790 4.4587888 9.1762811 5.6811822 10.9438594 7.3441476 -2.0332742 0.9669472 9.6211259 10.6760212 9.9178578 NA 10.3444191 11.6327174 9.1393649 9.3239395 13.7308500 5.9317989 -2.0332742 10.3884763 12.3115801 10.4667833 12.3744043 11.8688413 10.5486088 10.1327866 9.5908189 7.7268258 9.3398079 10.4325038 8.9225874 0.5518851 12.9820911 0.5518851 5.7742916 4.4426715 5.7284893 12.6666524 11.5149163 10.6809682 10.9229505 8.1268087 10.9176755 9.8943450 10.6078601 10.5832565 -1.0329790 -2.0332742 3.4263721 10.2902737 7.8294044 10.1085592 9.8346022 2.0543970 5.7613544 8.7474770 11.3287441 7.3222887 7.7117709 6.8947159 TCGA-HE-7130 NA 0 NA NA kidney stage iii t3 nx m0 5-12-2013 female NA NA NA NA kidney papillary renal cell carcinoma yes NA NA NA NA 162.20.0 4 2 2 4 4 3 2 4 3 3 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 4 0 0 6 0 0 0 0 1 0 0 0 0 0 0 0 5.999663e-06 1.491246e-06 16.5246426 11.6713027 8.2396797 8.5780756 7.5731033 10.5097102 9.0484079 10.6819598 14.6135599 12.2713395 6.8563508 10.5625693 3.8688448 9.9988355 7.1036183 0.5957901 2.0108514 10.2516524 11.8962275 10.3640078 8.8703959 11.6218858 12.9660568 11.5688033 10.8044643 9.8302419 6.9474990 9.9577672 7.0501088 0.1196800 -0.2067200 0.7784900 -0.3299000 0.5301100 0.0000000 -0.0561730 1.2644000 0.1196800 -0.2067200 -0.8848400 0.2019800 -0.3430800 1.5362000 -0.3299000 -0.7655200 -0.7655200 -0.7781200 -1.2929000 -0.3328300 -0.8327600 -0.3427400 -0.2980400 0.8693000 -0.3103800 -0.3374500 -0.0561730 -0.0031859 0.0722530 -0.1767700 -0.1917400 1.412 1.412 -0.782 -0.331 0.121 0.121 0.597 0.562 -0.323 -0.337 -0.337 -0.813 0.000 -0.321 -0.675 0.000 0.000 0.496 0.496 0.113 0.491 -0.169 0.000 -0.176 -0.295 0.223 0.223 -0.719 -0.719 1.541 1.247 -0.766 -0.766 0.146 0.530 0.000 0.000 -0.738 -0.738 0.233 0.056 1.412 1.412 -0.782 -0.331 0.121 0.121 0.597 0.562 -0.323 -0.337 -0.337 -0.813 0.000 -0.321 -0.675 0.000 0.000 0.496 0.496 0.113 0.491 -0.169 0.000 -0.176 -0.295 0.223 0.223 -0.719 -0.719 1.541 1.247 -0.766 -0.766 0.146 0.530 0.000 0.000 -0.738 -0.738 0.233 0.056 10.18641055 8.31464170 12.47731988 9.38698636 11.53123411 6.80527698 10.79344977 7.89960405 14.05025132 6.12980229 14.15627575 11.68107463 13.10444362 5.88122656 12.56304975 10.09034575 10.85163888 13.89665268 4.40317909 5.55002025 10.24986270 9.99883551 9.15679325 12.10576341 11.22548366 10.11807805 9.83024185 12.82414117 4.62556858 7.69385560 7.17576809 0.01092303 14.78922051 6.75232846 11.80953531 11.85340777 11.77012503 1.33279385 12.81165981 12.29119681 10.31749232 9.85791834 NA 11.37390063 2.59581394 8.41174061 11.36262845 10.51020864 6.70434773 8.54879764 7.44965298 9.86884200 4.18078439 10.15742968 10.45949361 10.83143884 7.72510650 6.62557151 -0.98907697 11.42607460 10.44809286 8.16314597 11.88833686 11.90359354 5.38590035 8.73196012 11.55558401 10.58261367 8.19821321 12.69987616 7.94855822 10.57976716 NA 6.35346974 7.49870084 12.63656984 NA 10.05183565 10.89273967 5.35070939 8.73707931 3.86884477 12.72048335 10.56256928 1.81819613 6.94159816 8.08232311 10.91436629 9.93789813 0.01092303 10.60984396 10.96977618 9.44653126 10.76324167 11.68836043 5.73523783 7.81176065 11.14239646 12.35376902 10.25165235 12.48342493 12.10576341 11.22548366 10.21787533 9.41706599 4.05525640 9.64841870 9.93344546 9.60611850 6.36841217 12.63119538 2.47030258 3.18078439 4.62556858 9.77904528 13.79017509 13.01780063 11.18641055 9.75064167 8.18078588 9.03184095 10.29452817 10.60285073 11.05080817 -0.98907697 3.23736486 3.33279385 10.94897032 8.00476148 10.28225399 10.46978018 0.59579007 6.19077089 6.27764820 11.89636673 6.27764820 7.22031448 8.23002957 TCGA-HE-A5NF 58 0 NA 2072 kidney stage i t1a nx NA 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes NA NA NA NA 281.43.0 4 1 3 6 3 1 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.046128e-06 5.895622e-07 16.605997 11.833685 13.074654 14.134152 9.252447 10.473970 8.359942 10.537797 8.727109 11.222203 7.145064 8.068761 2.778734 13.085088 NA NA 5.270596 12.667675 11.933775 9.934825 8.667485 10.582065 12.349309 9.775921 10.585291 8.217533 9.031407 9.082522 6.118592 0.34551000 0.33092000 0.35692000 0.00000000 0.38237000 0.71754000 -0.03026700 -0.00572320 0.34551000 0.33092000 0.33092000 0.35692000 0.00138680 0.00000000 0.00000000 -0.00027724 -0.00027724 -0.00027724 -0.00899060 -0.00498440 -0.00166290 -0.00166290 -0.01023200 -0.01023200 -0.03313200 0.37528000 -0.03026700 -0.03026700 -0.03408600 0.10322000 0.10643000 0.000 0.000 0.000 0.000 0.361 0.361 0.000 0.000 0.000 0.375 0.375 0.718 0.718 0.000 0.000 0.000 0.000 0.000 0.000 0.170 0.170 -0.387 0.000 0.346 0.346 0.357 0.357 0.000 0.000 0.000 0.000 0.000 0.000 0.382 0.382 0.000 0.000 0.000 0.000 0.111 0.111 0.000 0.000 0.000 0.000 0.361 0.361 0.000 0.000 0.000 0.375 0.375 0.718 0.718 0.000 0.000 0.000 0.000 0.000 0.000 0.170 0.170 -0.387 0.000 0.346 0.346 0.357 0.357 0.000 0.000 0.000 0.000 0.000 0.000 0.382 0.382 0.000 0.000 0.000 0.000 0.111 0.111 9.447627 9.941133 8.980865 10.487825 10.715379 3.479179 10.750285 8.040837 16.064577 4.948666 14.406788 10.936720 13.017743 4.823138 12.269091 8.961136 10.599718 12.802669 10.091624 6.221686 7.533629 13.085088 8.874139 12.041717 10.020725 8.741638 8.254475 12.984840 6.153781 8.217533 NA NA 9.520209 6.721256 10.4591011 11.5019759 11.0944573 7.0733618 11.9455323 10.3786545 11.4691761 9.9348246 0.7787132 9.8258654 5.5860952 6.6613848 8.0548658 8.6429279 9.0571911 4.6856318 7.9486668 9.0455282 5.5066622 9.6429277 1.7787553 10.1913114 8.8149150 4.7787395 5.2381716 10.3767940 9.0595124 9.1646040 10.6720431 9.7871703 7.4225980 8.2665818 8.9536671 10.9747288 9.3971270 13.9261055 7.0592341 10.2196107 NA 7.0954308 8.7899688 10.8367333 -0.2212868 8.6613848 9.5877057 6.2705943 9.5780232 9.7197892 10.6367226 8.0687605 NA 0.7787132 11.5686827 10.8515441 10.0396611 -0.2212868 9.3971270 10.1285757 8.7983321 9.1274697 13.4284468 5.5765342 2.9486756 10.2855450 12.4639284 12.6676750 12.0696244 12.0417173 10.0207247 9.9080246 8.4895482 7.5925228 9.6620570 10.1318883 8.6242318 4.4791788 12.9758046 2.1006750 4.0266673 6.1537810 5.1006707 12.8352641 11.8049192 11.1992282 11.4414099 9.7997215 10.0478682 9.5485794 9.9636169 9.4297934 -0.2212868 0.7787132 NA 10.7815566 8.0421518 11.3449288 8.8608905 -0.2212868 8.8555572 8.0870804 11.4297933 6.4929876 7.4225980 6.9685666 TCGA-HE-A5NH 62 0 NA 408 kidney stage i t1a nx NA 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes NA NA NA NA 281.43.0 2 3 1 1 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 2.254209e-06 5.20202e-07 16.1931031 11.5424143 12.5086224 12.6400018 9.2516275 10.3364359 7.4868439 10.5401091 9.6091795 11.6962973 8.6610184 8.5855282 -0.3333343 14.5011854 NA 4.4215532 3.4740206 10.9363761 11.7443219 10.4635158 9.3302231 10.5682862 12.1672580 10.5121551 10.7394676 7.9520673 9.5137223 8.9240530 7.2960214 0.00332990 0.00315790 0.00360760 0.00180300 0.80442000 0.76389000 -0.04874800 -0.00802440 0.00332990 0.00332990 0.00315790 0.00360760 0.00138680 0.00180300 0.00180300 -0.00249380 -0.00249380 -0.00249380 0.00027728 -0.00581400 -0.00415460 -0.00415460 -0.00774820 -0.00774820 -0.00926660 -0.01009400 -0.04874800 -0.04874800 -0.02821800 0.04599100 0.04599100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.764 0.764 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.804 0.804 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.764 0.764 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.804 0.804 0.000 0.000 0.000 0.000 0.000 0.000 9.2739953 9.3069100 9.8227481 8.9193305 11.0718064 4.6208620 10.7124247 7.0503689 14.2670426 2.9885938 13.5156791 9.6806855 13.6914584 2.9885938 12.2381806 9.4836487 10.6792895 13.2788424 9.7817087 2.9885938 7.9704459 14.5011854 9.2591220 12.0115157 10.6460902 6.2212546 8.4013745 12.9224313 5.5735563 8.6918046 NA -0.3333343 8.1464455 7.5184140 9.8465742 11.6194063 11.9131087 1.9885938 12.7217779 10.7901398 10.5160701 10.4707960 NA 10.4430980 6.0417051 4.8365907 9.7869029 9.5735555 9.1444232 5.3671054 7.5974023 8.6208613 5.0242177 9.6806855 6.1096092 10.3748868 9.0087395 1.6666657 4.2516282 10.9357917 9.6792895 9.3688377 10.9543774 10.0471261 7.4081318 8.2813746 9.1484644 10.8918725 9.4365029 14.6771057 6.8683966 10.2832139 NA 7.6423413 6.9050692 10.2647175 0.6666657 9.1784176 9.9193304 2.9885938 9.3843415 5.2813756 10.9287598 8.5855282 NA 1.9885938 10.1853181 10.7131070 9.6410796 NA 9.5870178 11.7124247 8.8712362 9.1704907 13.3601520 5.9822681 NA 9.9474358 12.2041261 10.9363761 12.4850475 12.0115157 10.6460902 10.0781760 8.9427895 7.8164122 9.8363521 10.1615205 8.7381274 NA 12.6462688 0.6666657 3.5735563 5.5735563 4.8365907 12.8259388 11.8996854 10.1403707 10.5974023 9.1484644 10.6069786 9.8049369 10.5323983 10.2450377 NA 1.8619951 NA 10.3748868 7.9971337 10.5715780 9.6047743 0.6666657 7.1902267 7.9612859 11.4651368 7.1342702 8.6610184 6.9240524 TCGA-HE-A5NI 73 0 NA 360 kidney stage i t1a nx m0 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes 50 1961 NA NA 281.43.0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.496969e-06 1.144444e-06 16.7884831 11.9499993 12.8803830 13.5335041 11.0750553 9.3183008 7.7282852 9.8761057 10.0817569 10.5741712 9.2617172 7.5071572 5.4803588 12.8636297 0.1584663 NA 4.1584259 12.2757478 11.4848588 10.0054867 8.9266136 10.8202074 13.1768034 10.4871043 10.3581017 8.4530500 11.0645684 9.7358582 8.7620558 0.75949000 0.75949000 0.80850000 -0.00926660 1.62960000 0.79878000 -0.06587700 -0.00526100 0.75949000 0.75949000 0.75949000 0.80850000 0.00000000 0.00138680 -0.00926660 -0.00678130 -0.00678130 -0.00678130 0.00055459 -0.00857660 -0.00981850 -0.00981850 -0.00885260 -0.00885260 -0.00027724 0.80986000 -0.06587700 -0.02753500 -0.02397700 0.23913000 0.18096000 0.000 0.000 0.000 0.000 0.787 0.787 0.000 0.000 0.000 0.810 0.810 0.799 0.799 0.000 0.000 0.000 0.000 0.000 0.000 0.812 0.812 0.000 0.000 0.759 0.759 0.809 0.809 0.000 0.000 0.000 0.000 0.000 0.000 1.630 1.630 0.000 0.000 0.000 0.000 0.272 0.272 0.000 0.000 0.000 0.000 0.787 0.787 0.000 0.000 0.000 0.810 0.810 0.799 0.799 0.000 0.000 0.000 0.000 0.000 0.000 0.812 0.812 0.000 0.000 0.759 0.759 0.809 0.809 0.000 0.000 0.000 0.000 0.000 0.000 1.630 1.630 0.000 0.000 0.000 0.000 0.272 0.272 8.401603 9.658275 10.750886 9.121325 10.195976 2.965784 9.780481 8.256462 15.524171 5.202825 12.168608 11.406357 13.144983 5.939788 12.467621 7.028795 10.241909 13.066447 11.202824 5.713019 7.498280 12.863630 7.308176 11.644762 10.011739 8.823765 7.396834 12.136782 6.202823 8.642245 1.158402 NA 9.132844 6.158430 9.0592961 11.7606643 11.5841698 2.7433857 11.7606643 9.9802033 10.1082560 10.4541983 NA 10.0862074 7.5593090 6.2877124 10.2379142 8.5678204 8.5378078 5.0164116 7.7130180 9.1299730 5.6502820 9.2082780 7.3283545 10.0101784 8.9976331 2.4803685 6.6819917 10.7639089 9.5741712 9.5846940 10.2164210 9.8965216 7.0164105 8.2405786 8.7358582 11.6701820 8.7508865 14.4379674 7.5654418 9.9944797 NA 7.7439175 7.7804814 10.4564919 4.4063598 6.8308549 8.9397890 4.1584259 8.6178608 5.8022863 10.5752268 7.5071572 1.7433857 3.1584340 11.0418363 11.4205242 10.3763871 1.1584017 9.5930575 11.5555691 8.0226153 8.5291166 12.9095549 7.0905846 5.3678812 9.9315686 11.3727485 12.2757478 11.7225789 11.6447616 10.0117390 10.0334107 6.3872488 6.2028232 9.7962859 9.5378078 8.6542844 2.4803685 13.1694819 4.1584259 2.7433857 6.2028232 4.3283554 12.6118672 11.3739624 10.3043615 10.2760725 8.9881521 9.9116460 9.9960574 9.4298923 10.3568744 2.4803685 NA NA 10.1794093 8.1943279 12.1196258 7.3482537 0.1584663 8.1918523 7.3183006 12.0828707 6.9786087 9.5334687 8.0410726 TCGA-HE-A5NJ 58 0 NA 1726 kidney NA t1b nx m0 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes 7 NA NA NA 281.43.0 2 3 1 7 2 2 3 4 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.115488e-06 4.508417e-07 16.0969725 11.6004740 13.8168113 12.8444935 9.5628583 10.0379206 7.7757907 10.0890144 9.7261325 11.0012787 9.4737246 7.1881131 4.3643623 15.3887558 NA -0.2794589 2.3054745 11.2606360 11.5711479 10.4745603 9.2460287 10.6423489 12.7139771 10.7710368 10.4712149 8.9731733 10.7926405 9.7006474 8.8159049 0.0059700 0.0059700 -0.0156040 0.0012481 1.9616000 0.9161800 2.6028000 -0.0131310 0.0059700 0.0059700 0.0059700 -0.0051071 0.0022193 0.0012481 0.0012481 -0.0133980 0.0000000 0.0000000 -0.0019399 -0.0076101 -0.0024938 -0.0024938 -0.0123000 -0.0123000 -0.0168410 0.0649400 -0.0937990 -0.0495590 -0.0376260 0.1325800 0.1325800 0.000 0.000 0.000 0.000 0.933 0.933 0.000 0.000 0.000 0.848 0.000 0.894 0.894 0.851 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.848 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.973 0.973 0.000 0.000 0.000 0.000 0.133 0.133 0.000 0.000 0.000 0.000 0.933 0.933 0.000 0.000 0.000 0.848 0.000 0.894 0.894 0.851 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.848 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.973 0.973 0.000 0.000 0.000 0.000 0.133 0.133 8.5406868 9.5954893 10.8778548 8.4070085 10.9708064 5.7649008 10.9654663 7.6862925 13.5290699 1.7204974 12.5757657 12.2632980 13.6980562 5.8290326 12.8126043 10.4166061 10.8916847 13.5372916 9.3840660 3.3054745 7.8954335 15.3887558 8.8778550 11.9669516 10.2043237 10.1085252 7.9053834 12.8557362 7.4753954 8.6659516 -0.2794589 NA 9.2596668 7.2203541 9.8613377 11.6884546 13.0783348 NA 12.4332498 11.1701724 9.7879422 10.6115320 NA 10.3625596 6.8904333 3.8904370 8.8185400 9.5116708 9.0082202 6.1467733 6.6512455 8.5214077 4.5278648 9.8727928 7.7865970 10.3361375 9.2557832 0.7205411 6.4209472 11.3612048 9.8264164 8.6243897 10.3361375 10.1031320 8.2941552 8.6363872 9.6077285 10.5026871 9.1354679 14.5191822 7.8350310 10.1085252 NA 7.4651403 6.6862918 9.6453203 0.7205411 8.6717926 9.4703774 6.3643641 8.5722568 2.7204974 11.0620267 7.1881131 NA 3.3054745 7.2518895 11.0857367 10.3643641 -0.2794589 10.0648038 11.8329474 8.6333971 8.9103324 12.8589397 6.9728891 -0.2794589 9.6512453 11.7109665 11.2606360 12.3751439 11.9669516 10.2043237 9.5612858 8.4381843 6.0242886 9.9516931 9.9743554 9.3017086 NA 12.8582996 3.3054745 5.9103321 7.4753954 4.7205083 13.0100038 11.7226197 9.5358912 10.1911668 7.6031508 10.4407522 9.8079707 10.2779716 11.2347288 NA NA 4.6747036 10.3213500 7.1494545 10.8851886 8.8316436 2.3054745 6.0424364 7.4209480 12.1891319 7.1467723 8.3964648 7.1717192 TCGA-HE-A5NK 82 0 NA 2228 kidney NA t1b nx m0 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes 35 NA NA NA 281.43.0 4 1 1 7 4 3 2 2 NA NA 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 2.53165e-06 1.005724e-06 17.107522 11.751131 12.736542 12.161893 9.775916 9.811927 9.067727 10.508436 5.946193 11.125481 8.001476 7.853084 NA 12.461647 NA NA 4.853082 12.405369 11.659962 10.218823 7.461894 10.254533 11.940901 10.344937 10.480496 8.121119 9.101012 8.920608 7.968561 0.0086135 0.0071586 -0.0173600 0.4136200 -0.0011087 0.0478360 0.0503920 -0.3927400 0.0071586 0.0071586 0.0071586 0.0082229 -0.1805500 0.4136200 0.4136200 -0.0226810 -0.0226810 -0.0226810 0.0139110 0.0133530 0.0134920 0.0134920 -0.3978600 -0.3978600 -0.3930800 0.0329860 0.0503920 0.0503920 -0.0037395 -0.0820980 -0.0422450 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.398 -0.393 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.393 -0.393 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.181 -0.181 0.414 0.414 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.398 -0.393 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.393 -0.393 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.181 -0.181 0.414 0.414 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.8843029 9.3598216 10.3320559 7.7340958 9.5198407 4.3385100 10.1211193 7.0336565 17.6623633 5.0754770 13.0121145 13.5158119 12.8004776 4.1161152 12.3745537 9.8710061 10.0638367 12.8600179 8.7242707 6.0959413 6.5311553 12.4616470 6.5755498 13.2593600 10.3026455 4.9905873 7.4300092 12.1304491 8.0442258 4.8041723 0.9462068 NA 9.7127225 6.9348785 10.82577680 11.28158391 10.91341985 4.26811995 11.81347230 9.83949513 11.05210209 10.18101096 NA 9.91053436 5.40562483 6.24997431 9.57190240 8.30813740 12.30264552 5.61861749 7.59004954 9.16051259 5.03365646 9.75032462 0.94620683 10.75515773 8.70441690 4.26811995 6.91197794 10.54331501 9.77591623 9.20122216 10.77353626 9.40767311 7.59004954 7.48535276 9.07289791 10.33851099 9.42799307 13.48329059 8.13428769 10.09974558 NA 7.29810474 9.60082967 11.61108522 3.40562483 8.39740468 9.45001937 2.53114437 7.63269427 8.01765583 10.37769120 7.85308432 NA -0.05379317 10.59993432 11.55352385 10.49019204 NA 9.45794615 10.15320785 7.96856139 9.19885900 13.79089932 5.52965231 2.53114437 9.83797729 12.32367523 12.40536899 12.15716924 13.25936003 10.30264555 10.41786876 7.52362233 7.05471826 10.15030009 9.89456072 8.88577262 4.11611519 13.04455469 -0.05379317 0.94620683 8.04422580 3.53115685 13.84798533 12.11141463 9.96439372 10.77433005 10.28158385 10.10101167 10.47171433 9.45200520 10.04554140 3.75355105 NA NA 10.98099252 8.64389081 10.78258327 7.37245852 1.53116933 9.92918709 7.74709330 11.18459830 5.87693189 9.29713271 8.34707297 TCGA-HE-A5NL 51 0 NA 167 kidney stage i t1a nx mx 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes NA NA NA NA 281.43.0 3 3 1 2 3 2 1 3 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 1 4 0 0 0 0 0 0 0 0 0 1.907407e-06 8.323232e-07 16.9297732 10.9910216 13.2219831 13.9567201 11.6716228 9.6649178 8.5628198 10.1456432 8.9339137 11.3222122 9.7176332 8.0844289 4.2725981 13.2455178 NA 0.7490622 4.6559299 10.3964969 11.3060234 10.2538574 9.2247718 10.9754506 12.6066307 10.5377567 10.6915529 8.5303981 10.5507468 9.7546629 7.1584289 0.01014600 0.01014600 0.63153000 -0.00235530 0.63664000 0.59836000 -0.03490400 -0.00650500 0.01014600 0.01014600 0.01014600 0.62752000 0.00666530 -0.00235530 -0.00235530 -0.00830050 -0.00830050 -0.00830050 0.00194180 -0.01225700 -0.00097017 -0.00097017 -0.01354000 -0.00306300 -0.00581400 0.62424000 -0.03490400 -0.03490400 -0.01725400 0.12196000 0.12196000 0.000 0.000 0.000 0.000 0.618 0.618 0.000 0.000 0.000 0.624 0.624 0.598 0.598 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.628 0.628 0.000 0.000 0.000 0.000 0.000 0.000 0.637 0.637 0.000 0.000 0.000 0.000 0.122 0.122 0.000 0.000 0.000 0.000 0.618 0.618 0.000 0.000 0.000 0.624 0.624 0.598 0.598 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.628 0.628 0.000 0.000 0.000 0.000 0.000 0.000 0.637 0.637 0.000 0.000 0.000 0.000 0.122 0.122 8.8258540 9.6842035 9.7162647 9.2227442 10.5188763 4.0709646 9.8510141 7.6070195 16.0843939 4.8783232 12.9665418 10.2997852 13.3704035 5.1065912 12.7708859 7.2328545 10.2418931 13.4841713 10.5213530 6.6316820 7.3414957 13.2455178 8.0754679 11.9499370 10.1531156 8.2843138 8.1197260 12.5197023 5.4769584 8.5913888 0.7490622 -0.2510236 8.9363906 7.2959333 9.6679017 11.6147717 11.4602752 1.7490193 11.7924075 10.5418287 10.2468903 10.0321267 NA 10.1032878 6.9189634 6.7490381 9.9351527 8.9633577 9.9487108 5.1065912 7.3414957 8.9139452 5.3637493 9.7810841 6.5039259 10.0777134 8.8860294 3.4494821 6.0344402 10.5921744 9.9239642 9.4249955 10.7426845 10.0123076 6.9289470 8.3188939 9.2368784 10.8318528 9.0637351 14.9710408 6.4446141 9.8575629 NA 7.7441275 8.5628198 9.9227155 1.7490193 8.0888884 9.5385721 5.2726018 8.9536095 7.6974055 10.7455119 8.0844289 NA 1.7490193 11.1679451 10.8258541 10.5795536 -0.2510236 9.8666815 11.3108037 8.0709667 8.5467000 13.1115302 6.2669439 0.7490622 9.7560657 11.9739445 10.3964969 12.0225427 11.9499370 10.1531156 10.0251628 8.1626662 6.6316820 9.6966607 10.0754679 8.7630590 2.9189586 12.7874431 2.5564049 3.6559242 5.4769584 4.6070166 12.7461403 11.6985004 10.5442664 11.0419352 8.8231800 10.2084701 9.9437952 9.9425638 10.0944437 2.3339961 NA NA 10.1552434 8.2848583 11.7950983 8.4769588 NA 8.7879574 8.1584294 11.5759841 6.7263190 8.2607911 7.7602655 TCGA-IA-A40U 56 0 NA 511 kidney stage iii t3b n0 mx 19-3-2015 male 2011 NA yes 90 kidney papillary renal cell carcinoma yes 10 1991 white not hispanic or latino 266.43.0 4 3 1 4 3 2 2 3 2 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 1.560606e-06 2.774411e-07 16.379717 11.289576 11.201236 14.663656 10.824581 9.874730 7.384405 10.837577 6.141833 11.358956 9.325913 7.409939 4.720005 12.751247 NA 2.451514 3.577054 11.787518 12.267995 10.052783 8.320762 10.253006 12.567508 9.454589 10.697287 8.823394 10.471867 9.466807 7.559359 0.62432000 0.62970000 -0.00438970 0.00013863 -0.00304750 0.65866000 -0.02616700 -0.00484610 0.62432000 0.62970000 0.62970000 0.00194180 0.00458000 0.00013863 0.00013863 -0.00415460 -0.00415460 -0.00415460 0.00000000 -0.00443120 -0.00771810 -0.00771810 -0.73486000 -0.73486000 -0.00290910 0.67683000 -0.02616700 -0.02616700 -0.00993490 0.09300900 0.07660200 0.000 0.000 0.000 0.000 1.293 1.293 0.000 -0.735 0.000 0.677 0.677 0.643 0.643 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.736 0.000 0.630 0.630 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.293 1.293 0.000 -0.735 0.000 0.677 0.677 0.643 0.643 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.736 0.000 0.630 0.630 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.441236 9.778357 10.005410 8.685574 9.951364 2.692516 9.838361 7.713186 15.739965 5.058178 13.391966 11.477413 13.540307 4.824977 12.303551 7.713186 10.422017 13.804715 9.095375 4.946282 6.467821 12.751247 7.706332 12.468200 9.910205 9.143104 6.928724 12.547755 5.720008 8.511723 2.162017 -1.007812 8.358409 7.105829 10.4974023 10.7746756 11.4334750 2.1620166 11.7225570 9.5704595 11.1856123 9.7994419 NA 9.4647777 5.9807725 5.8375775 10.2941546 8.1966582 11.2521243 4.3496413 8.0742362 9.9049763 4.6067975 9.0075019 6.3584086 10.1788202 9.3308232 3.8989822 7.7734465 10.6471704 9.7511428 9.7783566 10.7799895 8.3757910 6.7734465 8.6359430 8.9462832 10.9843172 8.4494677 14.5161082 7.7162255 10.3336058 NA 7.4302133 7.8218097 10.7415373 1.3140004 7.5581413 8.7602712 3.2400090 8.1213698 5.2209065 10.7161743 7.4099391 -1.0078117 3.8989822 10.9202352 11.2394211 9.9426428 0.9921158 9.5836093 10.6063366 8.3822557 9.4183517 12.7735491 5.7794672 2.9920795 10.2582878 11.6556450 11.7875178 12.2634040 12.4682002 9.9102048 10.1226574 7.0848445 6.9977113 9.3854345 9.9491890 8.6323318 2.8989822 13.2438652 1.5770541 2.6925165 5.7200075 3.9920886 13.0582283 12.6537537 11.0712383 11.3311018 9.0061075 9.9920869 9.9235631 9.9301962 10.1620120 1.7994604 NA NA 10.6781497 8.5941917 11.0027934 6.6785875 NA 8.0581763 8.7734465 11.4099394 6.2682117 7.5389812 8.0473693 TCGA-IA-A40X 49 0 NA 608 kidney stage i t1a nx mx 19-3-2015 female 2011 NA yes 100 kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 266.43.0 1 2 3 4 3 1 2 2 1 1 0 0 0 0 0 0 0 5 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 5 0 0 0 0 4 0 0 0 0 0 0 0 0 0 1.040404e-06 2.427609e-07 16.172662 12.244097 12.127479 14.874792 8.443154 9.331889 7.634338 10.235692 11.539408 11.800278 9.210520 7.994632 1.909811 10.889606 NA 1.717166 3.079754 10.853438 11.576246 10.234567 9.036529 10.383022 12.138342 11.097176 11.433386 7.895666 10.793995 9.928024 8.455657 0.00402430 0.00402430 -0.00180140 0.78099000 -0.00332430 0.01195800 0.01516800 0.00235810 0.00402430 0.00402430 0.00402430 -0.00180140 -0.00871460 -0.00346270 0.78099000 -0.00373950 -0.00526100 -0.00526100 -0.00098987 -0.00415460 0.00000000 0.00000000 0.00263570 0.00263570 0.00638710 -0.87743000 0.01516800 0.01516800 0.00332990 0.02595200 0.02595200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.779 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.779 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.492907 9.769359 8.245214 9.631778 9.369256 2.369243 9.387582 7.128992 15.833093 4.369257 12.732096 8.452856 13.274848 4.997288 12.780458 6.881367 10.206167 12.801987 8.401677 6.213604 7.028765 10.889606 7.452856 13.257722 10.719994 8.340277 7.413650 11.890321 6.148228 7.637744 1.494774 -1.090189 9.227237 6.834637 9.4910247 11.5824704 12.4491040 2.3692431 11.9765860 10.0784962 10.7674164 9.6993576 NA 9.7786465 6.4016765 6.3692553 10.5631170 8.4701569 8.5608758 4.7678031 7.0183482 9.5733821 3.2317550 9.6453801 7.4333860 9.9175521 10.3522493 1.7171664 5.7678057 10.9919731 9.8091810 9.6006951 10.7627436 9.9335784 6.0078570 8.1217122 8.2227070 10.7705231 9.2477692 14.1236877 6.2862528 9.8842386 NA 8.4274541 7.1766110 9.4353448 -1.0901885 9.1045809 9.6713753 3.7678031 11.1745598 5.1577511 11.3170918 7.9946323 NA 1.9098115 11.3115036 11.8016078 10.8953103 -1.0901885 9.8457257 11.2629709 8.2651753 9.2249736 12.8351003 6.3286893 3.9542149 10.2096045 12.9181651 10.8534378 12.3860640 13.2577222 10.7199940 10.2946078 7.6546582 8.6496047 9.5936344 10.0300619 8.5804802 0.9098115 13.0094184 1.7171664 5.0391077 6.1482284 2.9972924 13.2861299 12.5315325 10.8368612 11.1934912 9.3946470 10.1241432 10.7712987 9.6402941 10.3154974 NA 5.6911824 NA 10.7981868 8.3315731 12.4434288 8.5428191 NA 8.0971762 9.3865702 10.8023668 6.4016765 8.4176188 8.3402765 TCGA-IA-A40Y 60 0 NA 62 kidney stage iii t3a n1 mx 19-3-2015 female 2011 NA yes 90 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 266.43.0 4 2 1 2 4 1 2 4 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.53165e-06 7.629629e-07 16.751109 12.575082 8.777570 13.810462 9.987368 10.338741 8.748973 10.689267 9.615147 11.898700 8.847582 8.198260 4.457056 13.418479 NA 3.738833 3.428491 11.140534 12.437371 9.840592 8.893156 10.111062 12.897234 9.990425 10.428488 9.246111 9.697521 10.069456 7.215084 0.9075400 0.3512000 0.4961400 0.4049400 0.4258100 0.6027400 -0.1222600 -0.5401700 0.3512000 0.3512000 0.3512000 -0.5485400 -0.5600400 1.1227000 0.4049400 0.0404680 0.0404680 -0.5943900 -1.2929000 0.0000000 -0.4158600 -0.4158600 -0.5564600 -0.5434000 -1.0970000 0.4844000 -0.1222600 -0.4637600 -0.5392600 -0.0331320 -0.0008316 0.000 0.000 -0.416 -0.416 1.040 0.594 -0.421 -0.543 0.000 0.484 0.484 0.603 0.603 -0.492 -0.492 -0.119 -0.119 0.354 0.894 1.079 1.079 -0.422 -0.539 0.351 0.351 -0.538 0.000 -0.547 -0.547 0.426 0.426 0.000 0.000 0.498 0.498 0.000 0.607 -0.895 -0.537 0.000 0.000 0.000 0.000 -0.416 -0.416 1.040 0.594 -0.421 -0.543 0.000 0.484 0.484 0.603 0.603 -0.492 -0.492 -0.119 -0.119 0.354 0.894 1.079 1.079 -0.422 -0.539 0.351 0.351 -0.538 0.000 -0.547 -0.547 0.426 0.426 0.000 0.000 0.498 0.498 0.000 0.607 -0.895 -0.537 0.000 0.000 9.2573228 10.1476716 9.9922565 8.1155488 10.6414466 5.7958604 10.8921761 7.8042227 14.5521182 3.9139138 13.3354990 12.9926377 14.0438972 3.9139138 12.3740491 9.6246231 10.9623630 14.1903386 10.1520467 3.9940818 7.5057314 13.4184787 7.9190582 13.7284288 10.6615326 9.2664314 7.7676257 12.2528742 7.7417339 6.9545569 -0.2154123 NA 10.0607564 7.9445036 10.2255012 11.2779871 11.1062783 1.1065493 11.3167444 10.2306814 11.2324901 9.8338000 3.4284908 9.9995582 7.2358429 4.5125556 11.2568151 9.3091737 11.4915597 6.6538869 8.8166778 9.2583378 6.1769490 8.7944607 4.5125556 10.1585847 9.0074268 1.1065493 3.0325593 10.6488182 9.7775703 9.1574970 11.1214175 9.3667740 7.0929706 10.5172234 9.2734763 11.9997100 8.8574346 12.2271868 8.3279927 10.9032487 -1.2152448 7.0226541 6.2108973 11.1014792 -0.2154123 8.3295963 9.7547379 6.1596716 7.0884130 3.6915230 11.2887062 8.1982599 -1.2152448 -1.2152448 8.7460816 11.3230635 10.0878420 NA 10.2197814 10.1748010 9.4641122 10.7522186 13.4799691 5.8138633 0.7846715 10.7131504 11.3702988 11.1405337 12.9222636 13.7284288 10.6615326 10.5416052 7.2844780 6.5594184 9.1234352 10.1710334 9.4499680 -1.2152448 12.6970536 1.7846296 1.9545686 7.7417339 4.4284908 14.0316539 11.8293676 9.9756912 10.3320086 8.6127686 10.6222600 9.8892308 10.3582792 10.9922565 NA NA 0.3696061 11.2936647 8.4073612 10.5336801 7.8317557 1.9545686 6.9394499 7.9670262 11.8763980 4.9545593 7.0700340 8.2399593 TCGA-IA-A83S 81 1 2609 NA kidney stage ii tx nx mx 19-3-2015 male 2003 NA NA NA kidney papillary renal cell carcinoma yes 65 NA white not hispanic or latino 364.32.0 1 1 NA NA 3 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 17.085288 11.906425 13.943336 14.542938 11.379509 9.330813 8.145226 10.265447 8.989989 11.657208 7.875621 8.126940 2.682146 13.261891 NA NA 4.035791 10.852637 12.155410 10.307459 9.157889 10.459137 11.917372 9.651782 11.002580 8.306646 9.842027 9.295229 7.567188 0.00597000 0.00597000 0.48992000 -0.00221680 0.04641700 0.05309400 0.00513590 -0.00097017 0.00597000 0.00597000 0.00597000 0.48992000 -0.00415460 -0.00221680 -0.00221680 -0.00586820 -0.00586820 -0.00373950 -0.00387790 -0.00498440 0.00000000 0.00000000 -0.00346270 -0.00346270 -0.00124730 0.48285000 0.00513590 -0.00170180 -0.00110870 0.06708800 0.06708800 0.000 0.000 0.000 0.000 0.514 0.514 0.000 0.000 0.000 0.483 0.483 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.490 0.490 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.514 0.514 0.000 0.000 0.000 0.483 0.483 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.490 0.490 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.6995829 9.2401512 9.8719802 10.5877098 9.7374382 3.0971894 9.8487373 6.8697826 15.8870834 5.0357910 13.2956382 10.5442764 12.9200296 4.5996927 13.3041058 8.7976330 9.6089458 13.2135372 9.3435380 5.3948742 8.3733176 13.2618907 7.7168016 13.1567630 9.8217070 8.3098924 8.2435496 12.4204357 5.7216844 8.1881878 -0.4878237 NA 8.5009156 6.4895108 10.4062906 11.7461499 11.4392679 2.5122269 11.8916091 10.0677785 11.0687368 9.1214094 NA 9.5810090 5.7216844 5.6415142 9.7470481 8.4722327 9.7719740 4.8549282 6.9384952 9.7743255 5.8520813 8.9363971 7.4310939 10.4318390 9.6670487 5.1269398 5.7976330 10.6049878 9.2870176 9.3163616 10.8774595 9.0896594 8.3387792 6.9216220 8.9131102 10.0629774 8.7972630 14.4999832 9.0857831 10.0600891 NA 8.1989763 7.7313991 11.9670440 1.0972062 8.1560871 9.8045523 7.8160115 9.2903078 6.1269398 10.4880786 8.1269403 NA 4.4664248 11.7816496 11.1846560 10.5756257 -0.4878237 9.1250991 10.5943798 8.5538900 8.8609588 13.2890749 5.8785537 NA 9.2004811 12.1697725 10.8526372 12.5708990 13.1567630 9.8217070 10.2629377 7.7265499 7.1704419 9.6416038 10.1241777 8.8273802 4.5996927 13.2379165 2.9716631 2.3195890 5.7216844 3.5122269 13.4576297 13.1248689 11.2545401 11.4078060 8.8498526 10.2952289 9.6821558 9.6010190 9.6142063 1.5122269 2.9716631 NA 10.7871912 8.9938283 10.8842523 8.2333297 NA 8.0513895 9.1452258 11.2384489 6.5122300 8.5094100 7.5401366 TCGA-IA-A83T 80 1 2684 NA kidney stage ii tx nx mx 19-3-2015 male 2005 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 364.32.0 1 1 NA NA 1 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 17.151695 12.170495 10.404650 12.156229 7.282541 9.395302 7.701981 9.163090 8.713801 12.217263 9.726212 7.552027 3.560776 12.975908 -1.393274 4.606584 5.981624 10.810544 10.397238 10.349735 8.985962 9.245925 11.429553 10.756331 11.380341 8.300071 9.891986 9.482333 7.126653 0.00652620 0.00245760 -0.00111930 0.00166420 0.51594000 0.48509000 -0.03190500 0.00069327 0.00652620 0.00652620 0.00245760 0.00180300 0.00000000 0.00319100 0.00166420 -0.00387790 -0.00387790 -0.00387790 0.00750000 -0.01100000 -0.00013862 -0.00013862 0.00027728 0.00027728 -0.00277070 -0.03791800 -0.03190500 -0.03190500 -0.01780300 0.05637000 0.05637000 0.000 0.000 0.000 0.000 0.499 0.499 0.000 0.000 0.000 0.000 0.000 0.485 0.485 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.516 0.516 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.499 0.499 0.000 0.000 0.000 0.000 0.000 0.485 0.485 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.516 0.516 0.000 0.000 0.000 0.000 0.000 0.000 7.070108 10.099438 9.502159 8.621999 8.905792 0.928503 10.974545 7.667280 17.411698 6.313942 12.907079 10.941416 12.725687 3.964140 12.379001 9.466895 10.616762 13.530700 8.141859 5.882709 5.863971 12.975908 7.820903 11.914638 10.161173 8.796408 6.243208 12.441549 5.537321 8.748691 NA NA 7.172638 6.313942 9.2513413 12.0500454 11.2873828 7.7384409 11.8181680 10.8488648 10.9259737 8.8221167 NA 8.5680336 7.1262202 6.4892266 10.1534783 9.1906067 8.2576353 3.6065844 7.9330131 9.4066748 6.1143774 9.3242602 7.3846612 10.0726603 8.9171966 6.0984364 6.1143774 10.9103646 10.1906067 7.8663269 11.2526925 9.0782589 7.0984364 8.9816232 8.8341999 10.2004417 9.8818761 14.5614390 7.8957728 9.5291682 -1.3932735 7.0815473 9.1602131 11.3227602 0.1915627 8.5924256 8.7410102 5.6509770 8.2027737 9.6632215 10.8850333 7.5520273 NA -1.3932735 11.0283856 11.7659822 10.9789048 0.1915627 9.9069364 10.2166858 7.5520273 9.1173480 13.9219811 4.2174634 0.9285030 9.4552068 12.4220672 10.8105435 12.5504722 11.9146384 10.1611727 10.6431008 7.7098717 5.7461354 10.0268178 8.1934233 7.6699792 6.0412123 13.2470547 1.4139190 1.7765252 5.5373209 3.0660203 14.2212675 13.0441408 10.4434232 10.6790514 9.5119708 9.1877843 10.8080952 9.4699958 10.3989675 1.6065844 0.6065370 NA 11.0053275 9.2104790 11.6707253 6.0244372 NA 10.0380814 8.4815649 10.4941853 6.4707695 7.3813708 7.6860684 TCGA-IA-A83W 70 1 2043 NA kidney stage i t1 n0 m0 19-3-2015 male 2003 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 364.32.0 1 3 1 7 1 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 16.319398 11.228069 13.429768 13.479962 10.033655 9.662847 8.528004 10.479683 10.258864 11.517610 9.244654 8.219417 5.676104 13.929460 NA 7.761494 4.176530 10.944716 11.137261 11.191610 9.025910 10.566478 13.069467 11.200047 10.634266 8.946085 11.184671 9.540138 9.048172 0.00041593 0.00041593 0.71886000 -0.00595220 -0.00310210 0.01419000 0.01740400 -0.00280390 0.00041593 0.00041593 0.00209650 -0.00968060 0.00819590 0.02777800 -0.00595220 -0.01037000 -0.01037000 -0.01037000 0.00471900 -0.00249380 -0.00508980 -0.00508980 0.00583090 0.00583090 -0.00353190 0.01754400 0.01740400 0.01740400 0.02511000 0.06165100 0.06165100 0.000 0.000 0.000 0.000 1.315 1.315 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.713 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.315 1.315 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.713 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.0224544 9.1419181 11.1343343 7.5521703 10.2632627 4.9624056 10.1695189 7.1194506 15.9679192 6.3629450 12.6799463 10.4020300 13.7210299 5.6761038 13.4235589 9.0327962 9.8470049 13.0922051 9.9304977 6.4478337 8.3792467 13.9294602 8.2843351 12.6987412 10.5461667 9.1827370 8.7448153 12.2988689 6.4581014 8.4809420 3.6404821 -0.6815385 9.0327962 7.4374916 9.3423052 11.4806273 12.3795843 2.1259155 12.7385109 10.8134063 10.4878495 10.7630480 0.3185772 10.0958060 6.2843346 6.4374924 9.8893552 9.0767739 11.4590610 5.5853382 7.8104039 9.2103346 5.2254408 9.5437582 7.0999106 10.4491213 9.0172555 7.4884756 7.8731395 11.3721373 10.0250468 8.5946751 11.4439642 10.5377193 10.9803288 8.8183965 9.2448466 11.0050513 8.4492242 14.2569358 8.8126461 10.2141260 NA 8.1698003 8.6291635 9.9323403 2.1259155 8.6584007 9.7130134 5.2011947 8.6599139 7.4632088 11.0763574 8.2194173 0.3185772 1.9035011 10.8596474 11.3294284 10.5876774 -0.6815385 10.0742729 11.6995528 8.4322930 9.1996647 13.3020788 6.7515936 0.3185772 9.8053858 11.7851371 10.9447161 12.3384889 12.6987412 10.5461667 10.4536187 8.6494674 5.9909753 10.2412392 10.4884757 9.0700949 7.6584007 13.1184394 2.6404821 4.4884764 6.4581014 5.4060128 13.1275823 12.2394618 10.2126106 10.4257678 9.3143179 10.6387872 10.3402248 10.0541068 10.2908126 -0.6815385 0.9035011 -0.6815385 10.3960341 8.4770596 11.9758066 9.2712919 3.2254446 8.7469110 7.2900944 12.0220218 7.2843346 8.3072354 8.1671737 TCGA-IZ-8195 82 0 NA 677 kidney stage ii t2a nx mx 19-3-2015 male 2012 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 246.42.0 1 2 1 6 4 1 3 4 3 2 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 2.080808e-06 8.670033e-07 16.157845 12.212946 12.478111 14.900434 6.234225 10.183649 7.084744 10.324358 9.719246 11.003763 8.286761 8.084744 1.830499 13.520428 NA 2.704983 2.245526 11.667079 11.930931 10.416717 9.122057 10.347516 11.896143 9.685371 11.095336 7.692623 9.267908 9.041580 6.322997 0.0080567 0.0080567 0.0087528 0.0000000 -0.0063668 0.6610600 -0.0630320 -0.0163490 0.0080567 0.0080567 0.0080567 0.0087528 0.0230050 0.0000000 0.0000000 0.0062481 0.0062481 0.0062481 -0.0117490 -0.0271340 -0.0160170 -0.0160170 -0.0092666 -0.0230610 -0.0346310 0.6658600 -0.0630320 -0.0630320 -0.0607480 0.0807450 0.0807450 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.666 0.666 0.661 0.661 0.000 0.000 0.000 0.000 0.000 0.000 0.657 0.657 0.000 0.000 0.000 0.000 0.000 0.000 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.666 0.666 0.661 0.661 0.000 0.000 0.000 0.000 0.000 0.000 0.657 0.657 0.000 0.000 0.000 0.000 0.000 0.000 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 9.2871992 9.3475157 10.4549934 10.6496172 10.7577867 5.2899340 10.2727549 7.4353644 13.3734538 3.5674724 13.9565079 12.8800108 12.9096539 4.7690999 12.7770433 9.2953885 9.9692010 13.2390092 10.5216644 1.2455565 7.5447481 13.5204277 9.2242504 12.9569919 10.2434251 7.8229691 7.7924344 13.4597832 5.5123280 7.4982054 1.2455565 -0.7543826 6.9937332 6.8893957 9.8125454 10.9468465 11.4809560 0.2454957 12.1064330 10.3316762 10.8625483 9.9144250 1.2455565 10.2134868 5.9597864 4.6718029 8.3514486 8.7070195 7.0399554 5.7181890 7.2623486 9.3696612 3.3330086 9.0383303 1.8304987 10.3638323 10.2630444 1.2455565 5.7373920 10.6080318 9.3396178 8.6335573 10.8082595 9.1081773 6.3952873 8.8134962 7.4304158 10.7866366 9.4622374 14.0912751 6.5122332 10.3283544 NA 7.9335803 6.6118629 10.2741368 NA 8.4598590 9.7739942 5.8454524 10.1873213 4.8893957 10.7637014 8.0847436 -0.7543826 0.8304987 10.8620888 11.0452264 10.1350440 -0.7543826 10.0252593 10.5964792 9.0673139 9.4316543 13.9007912 4.2736651 NA 10.1403578 12.5325309 11.6670789 12.5560108 12.9569919 10.2434251 10.0855311 8.5898358 8.0528951 8.2361262 10.3683680 9.0720886 NA 13.4828247 3.0529027 1.2455565 5.5123280 3.9459822 13.1870737 12.5461786 11.7052278 11.5332524 8.7846990 10.7413950 10.3069112 10.3844518 10.5618216 NA 4.5674664 NA 10.3703076 7.5436482 10.7869126 8.8839760 NA 5.9870070 8.7769215 11.3223556 7.7131459 8.0137241 7.3170028 TCGA-IZ-8196 50 0 NA 649 kidney stage i t1a nx mx 19-3-2015 male 2012 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 246.42.0 2 3 2 3 2 2 3 4 2 4 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 4 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 2.73973e-06 1.040404e-06 16.003224 10.852534 12.160283 13.284471 6.755515 10.562008 8.119091 10.797530 10.649471 11.602002 8.509052 9.018298 3.176578 15.342755 -1.145286 2.176578 3.176578 10.866924 11.880321 10.772021 9.476700 11.146683 12.833359 10.821154 10.604937 8.950046 9.546392 8.854649 6.871680 0.00736090 0.00736090 0.00583090 -0.00152430 1.58760000 0.78563000 1.96820000 -0.00484610 0.00736090 0.00736090 0.00736090 0.00583090 0.00055459 -0.00152430 -0.00152430 -0.00581400 -0.00581400 -0.00581400 0.00138680 -0.00816240 -0.00519630 -0.00519630 0.00319100 -0.00304750 0.00597000 -0.00622860 -0.07080400 -0.02999400 -0.01904000 0.08854800 0.08854800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.786 0.786 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.588 1.588 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.786 0.786 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.588 1.588 0.000 0.000 0.000 0.000 0.000 0.000 9.983287 8.568894 10.264570 8.987791 11.759471 4.439610 10.737292 6.947406 13.252457 3.246970 13.768052 12.170789 14.280946 4.808843 12.549006 8.761539 10.778347 13.868756 9.249111 3.439610 9.867273 15.342755 10.328354 11.793126 11.203930 9.555088 9.175449 13.359095 5.194497 8.496700 NA -1.145286 10.126695 7.632726 10.1196775 11.5844818 11.8634274 -0.1452862 13.4728620 11.5170945 10.1463949 11.2332144 -1.1452862 11.2050354 6.2296879 3.4985062 9.3996131 10.3604602 8.0069336 5.6095363 7.7555152 8.4226047 3.5550922 10.5301647 6.3140802 10.3404779 9.0930533 NA 3.7126288 10.9703426 9.5385205 8.7540056 11.2568613 10.7694074 7.7494666 9.0056652 9.2209708 11.5902046 9.1481204 15.1298820 7.3614122 10.6462186 -1.1452862 7.9274242 7.0494053 9.6401010 1.1765781 9.4849157 9.8873832 5.6360097 9.3279790 3.6095304 11.2307740 9.0182984 NA 3.6095304 9.4424262 10.0894661 9.1833235 -1.1452862 10.2296880 12.3698557 9.1365787 9.6384654 13.6093796 6.2999113 NA 10.6579726 12.2978512 10.8669240 12.5332488 11.7931256 11.2039299 9.8532391 9.7095171 7.4985046 9.4617107 10.6720321 9.2458923 -1.1452862 12.4080379 1.6620232 3.9839330 5.1944969 6.7188342 12.8787511 11.8330016 10.1202637 10.7277082 8.6700319 11.0846690 9.2703904 11.0195556 10.3908958 NA NA NA 10.0960359 7.3768382 10.7600845 10.4985048 0.8546340 6.1855653 7.7219276 11.8356807 7.7494666 9.0555471 6.9261109 TCGA-IZ-A6M8 69 0 NA 497 kidney stage i t1a nx mx 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes 15 NA black or african american not hispanic or latino 325.39.0 2 1 3 6 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 6 0 0 0 0 0 0 0 0 0 0 0 0 1.976768e-06 1.040404e-06 17.380568 11.944487 11.014171 13.651542 10.417175 9.246450 7.319009 9.539770 7.937070 12.342500 8.523063 5.783412 2.337169 13.508959 NA NA 5.355080 11.006041 10.808019 10.065077 8.639110 8.824192 11.023307 9.239230 11.321290 7.134170 10.164340 9.765935 6.628023 3.3275e-04 8.8920e-03 6.9435e-03 6.5262e-03 7.2187e-01 6.7790e-01 -6.5447e-02 -3.8571e-02 8.8920e-03 8.8920e-03 -1.7091e-02 -1.2511e-02 -4.7448e-05 -2.3606e-02 6.5262e-03 4.1593e-04 4.1593e-04 4.1593e-04 -1.6429e-02 -1.7311e-02 4.7190e-03 -1.4366e-02 -1.1473e-02 -1.1473e-02 -2.6276e-02 6.7307e-01 -6.5447e-02 -6.2752e-02 -7.0670e-02 7.1104e-02 3.4743e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.663 0.663 0.672 0.672 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.722 0.722 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.663 0.663 0.672 0.672 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.722 0.722 0.000 0.000 0.000 0.000 0.000 0.000 7.3326408 11.2328832 9.6999770 10.8540384 9.0236571 2.1851688 10.6267144 7.8512787 16.2073960 5.6299394 12.9496564 9.5407492 13.0526037 3.4075431 12.3190091 8.0403681 10.3891811 13.9308277 9.0960460 3.9221217 6.2726167 13.5089588 8.3303778 12.4379502 9.4118332 7.1079860 6.5309275 12.2222427 5.1445114 7.8225836 -0.9847879 NA 8.0375964 6.4075465 9.59642888 11.77761044 10.95076183 3.53878645 10.84732722 9.42567980 11.45739437 8.07321988 NA 8.27967093 5.33715802 3.65907970 9.97595441 7.73632751 8.58887576 4.18515295 6.60768539 9.71045674 3.87321277 8.03203691 7.62625295 10.22041074 9.52401351 2.92212171 4.10269172 10.25542343 9.56981726 9.23439689 10.35841407 8.15988647 7.88867263 8.88250703 7.77011611 9.69910027 9.96067228 14.66448456 8.19386831 9.32470464 0.60017459 7.69622061 7.84811838 11.29077094 0.01521209 6.76342087 8.88096157 4.84811713 9.36395644 7.91609502 9.96067228 5.78341213 8.28902383 NA 11.81126799 12.19327071 10.56067560 NA 8.55244662 9.91684951 7.62625295 9.00249241 12.41410566 4.50547813 -0.98478791 9.19886367 11.79063289 11.00604144 12.24028517 12.43795021 9.41183318 11.10335411 6.77677911 6.72258761 9.75359100 8.37278019 7.35061835 1.33714018 13.56549420 NA 0.01521209 5.14451142 3.01522993 14.25861178 13.02697978 11.67767424 11.03724932 8.33940911 9.04865143 10.89059382 8.35061879 10.16814696 NA 0.01521209 NA 10.54758430 9.97198204 12.07261435 6.67344053 -0.98478791 9.07862344 9.25124261 10.22041074 5.92211934 9.37826797 7.96651295 TCGA-IZ-A6M9 63 0 NA 376 kidney stage i t1a nx mx 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 325.39.0 2 3 NA NA 2 2 2 3 2 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.462289e-06 6.936026e-07 16.6063992 11.6203548 12.8517475 13.6578665 5.6559299 9.4212557 7.7549930 9.8036827 7.2596284 11.7201170 10.4213650 6.8414851 4.1929595 13.5849263 NA 0.9835318 4.4753573 11.4972313 10.4706503 10.1017959 8.4118639 9.5852745 11.6374683 10.0319906 10.5462231 8.0495927 11.1147176 10.0775814 8.8928567 0.0079175 0.0079175 -0.0102880 0.0061090 0.8615600 0.8042200 -0.0708040 -0.0154660 0.0079175 0.0079175 0.0079175 -0.0104390 0.0193630 0.0061090 0.0061090 0.0000000 0.0000000 0.0000000 -0.0164290 -0.0190400 -0.0099565 -0.0099565 -0.0117490 -0.0117490 -0.0265770 0.8155200 -0.0708040 -0.0708040 -0.0655810 0.0722530 0.0722530 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.816 0.816 0.796 0.796 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.862 0.862 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.816 0.816 0.796 0.796 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.862 0.862 0.000 0.000 0.000 0.000 0.000 0.000 7.95217046 10.82977759 10.37903780 8.60188924 9.62826125 -0.01654119 10.70503013 7.08679120 15.08244045 5.02789715 12.33692622 9.50018859 13.42456744 4.23143241 12.06432121 7.98912822 10.85540890 13.68616338 7.28728482 4.86614638 6.74505443 13.58492628 7.41395620 11.67981922 9.35745633 7.23616922 6.28728389 12.24309985 5.64171653 8.52460048 -1.01654119 -1.01654119 8.74006001 7.44293520 9.34873258 11.22727274 11.69280295 3.98350441 11.19265240 9.77303731 10.19417498 9.09202821 -1.01654119 9.71057331 6.58341679 4.73838955 10.02994561 8.58155613 10.22369875 2.89038832 7.47134356 9.15967686 4.71142332 8.46530315 7.39713125 10.57362286 9.34435073 2.79085543 8.11792979 10.75499311 10.04217194 8.51877903 10.48235290 9.37474717 6.32335385 8.50510412 8.05228220 9.81718450 9.44109998 14.89975638 8.40392722 9.68913611 -1.01654119 6.87224639 7.47134356 10.76977331 3.30543069 5.89039319 8.79246789 5.02789715 8.99473103 6.15342840 10.08416607 6.84148510 8.78763456 2.89038832 10.76116998 12.34681714 10.30599525 -1.01654119 8.81797462 11.46757132 7.35854308 8.65061523 12.50963610 6.09035382 NA 9.16589812 11.12209546 11.49723127 11.91534921 11.67981922 9.35745633 11.03335224 6.07096672 6.69086263 10.01042125 8.77954340 7.95504713 1.30544528 13.43026392 2.44294350 1.79085543 5.64171653 1.79085543 13.68702989 12.40569989 10.15280237 9.62735988 7.99473075 9.87907898 10.88663237 8.64528195 10.36828742 NA -0.01654119 NA 9.91793174 8.93062913 12.51707676 7.47134356 0.98353178 8.46126211 8.57782835 10.90757384 5.76486363 8.44702825 8.55335935 TCGA-J7-6720 42 0 NA 0 kidney stage i t1 n0 m0 19-3-2015 male 2010 NA NA NA kidney papillary renal cell carcinoma yes NA NA asian not hispanic or latino 194.47.0 2 3 2 4 1 2 3 4 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 1.248485e-06 4.508417e-07 16.585256 11.990804 11.353959 13.720360 9.117787 10.183449 7.919783 10.591763 8.515653 11.599670 8.327919 7.986438 3.971893 14.504983 -1.237524 -1.237524 5.066218 10.869980 11.846067 10.867035 9.688732 10.533926 11.718268 10.252284 10.929854 8.026879 8.556852 8.603214 6.691695 0.0012481 0.0026357 0.0000000 -0.0031859 1.1177000 0.5411800 -0.0237030 -0.0047079 0.0026357 0.0026357 -0.0065219 0.0000000 -0.0027707 -0.0027707 -0.0031859 -0.0026322 -0.0042929 -0.0042929 0.0220240 0.0185230 -0.0062286 -0.0062286 -0.0138150 -0.0040162 -0.0036011 -0.0149160 -0.0237030 -0.0237030 -0.0150540 0.0670880 0.0696690 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.541 0.541 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.118 1.118 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.541 0.541 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.118 1.118 0.000 0.000 0.000 0.000 0.000 0.000 9.022179 9.162248 9.499684 8.773663 10.304501 3.669322 10.101173 6.942346 15.897895 5.860469 13.427606 12.276164 13.089919 5.462877 12.429775 8.870961 10.524818 13.546151 10.291379 5.221869 7.672329 14.504983 8.326586 12.631452 10.439715 9.622747 7.962109 12.884213 5.971891 8.111164 NA NA 7.725332 7.184501 10.0707753 11.6837193 10.7411467 -1.2375236 12.4863105 10.5649527 10.5854054 9.3936133 NA 10.3945227 7.0292232 6.1718273 9.6887324 9.3863178 9.1265710 5.9205911 7.7368511 9.5206595 4.8709614 9.5347509 7.0843641 10.7056837 9.8781302 7.1418149 5.4206475 9.9743245 9.5097900 9.7361337 11.3983811 9.9241980 7.4242142 9.1011726 8.7397162 10.7768055 8.9134528 15.0428083 7.4271326 10.3445783 NA 7.9496400 8.5256488 10.1659810 1.7624339 8.2482654 10.1622482 8.4242146 9.0838457 7.2542898 10.5181584 7.9864377 1.0843364 2.5697827 10.4427958 10.5830142 10.3590920 -0.2375236 9.6655649 10.7610267 8.6857639 9.2208429 13.8709199 5.6750848 0.7624764 10.0593524 12.6442194 10.8699803 12.5642457 12.6314517 10.4397155 10.3351365 8.2361419 7.3015950 9.4678095 10.3237243 8.9032661 5.8392517 12.6510844 2.5697827 3.5697949 5.9718907 3.5173261 13.7275748 12.5427710 11.1150315 11.4672045 8.9096411 10.6270093 9.6032142 10.4237690 9.9241980 0.3474389 0.7624764 NA 10.3651351 8.2876828 10.3850601 9.0139186 -0.2375236 8.3131833 8.6602819 11.0733330 6.9522613 7.6812996 7.7078802 TCGA-J7-8537 37 0 NA 4 kidney stage iii t3 n1 m0 19-3-2015 female 2011 NA yes 80 kidney papillary renal cell carcinoma yes NA NA asian not hispanic or latino 246.42.0 4 1 1 7 4 1 3 4 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 1.456566e-06 4.161616e-07 16.763764 12.468842 12.878622 13.794332 10.485558 11.318288 8.993343 10.615383 10.729960 11.863211 7.981048 9.620281 4.496251 12.266121 NA NA 12.279877 10.069143 11.993343 10.035130 8.541442 10.282850 12.487930 9.818837 10.398327 9.350612 7.981680 9.737262 5.825508 0.0029573 0.0029573 0.0147490 0.0167050 0.0086135 0.2077900 -0.4306100 -0.4086000 0.0029573 0.0029573 0.0104240 -0.3657800 -0.3593100 0.0167050 0.0167050 0.0052749 -0.3669100 -0.3669100 -0.3749300 -0.3122100 -0.3784200 -0.3784200 0.0052749 0.0052749 -0.0033243 -0.0151650 -0.4306100 -0.0327230 -0.4042900 -0.1283100 -0.1440000 0.000 -0.312 0.000 -0.371 0.000 0.000 -0.364 0.000 0.000 0.000 0.000 0.208 0.208 -0.370 -0.370 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.404 0.000 0.000 -0.366 0.000 -0.371 -0.359 0.000 0.000 0.000 -0.367 0.000 0.000 0.000 0.000 -0.375 -0.375 -0.128 -0.128 0.000 -0.312 0.000 -0.371 0.000 0.000 -0.364 0.000 0.000 0.000 0.000 0.208 0.208 -0.370 -0.370 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.404 0.000 0.000 -0.366 0.000 -0.371 -0.359 0.000 0.000 0.000 -0.367 0.000 0.000 0.000 0.000 -0.375 -0.375 -0.128 -0.128 10.0893898 9.6943189 8.9010081 8.2790431 10.8916902 6.4083807 11.2152377 7.3873195 16.2666471 7.1242847 14.4138425 13.9134539 13.8766161 6.2923235 12.3337380 9.1189709 10.7806465 13.1700925 9.8640058 7.9121103 8.4764449 12.2661214 8.7233224 13.5784025 10.0921042 10.2790433 8.6036371 13.0957606 6.0277778 8.9734597 -0.2850731 NA 10.9065699 7.7233224 10.8033507 10.9148727 11.0446901 0.2998308 11.1588733 10.8791722 11.5984917 9.8148990 NA 10.5860289 3.0368198 7.4863829 9.9358766 10.3528770 9.8582770 8.3392688 8.2714000 8.8010299 6.5540976 9.5548848 6.7647429 9.9746370 7.9675594 8.5898751 7.7970428 10.3917324 10.0446901 9.2266465 10.7920433 10.7278674 7.9746371 10.2355124 10.3663940 11.7198164 9.5068298 12.8913007 8.4071432 10.0823085 NA 7.0982522 8.8390151 11.2540525 -1.2852489 8.1926518 10.3855500 8.7317019 10.5266698 5.9047177 11.9657843 9.6202807 1.8848323 NA 11.7524407 10.6507954 10.5960077 -1.2852489 10.3582990 10.1210987 9.2521121 9.9382921 14.4277969 2.5668882 5.0002975 10.1364326 13.1491310 10.0691431 13.1705421 13.5784025 10.0921042 10.5802404 8.5697622 3.1743265 8.8852196 10.7229722 9.6180224 8.4479089 12.9458899 3.7592837 3.7592837 6.0277778 5.1906267 13.6563596 11.3059485 10.2984466 10.3899687 10.0762893 10.9081110 9.2540526 11.3882028 9.4402600 2.8848128 2.5222567 2.1743105 9.9574724 8.6631880 10.7786428 9.8201475 1.8848323 8.9769885 7.6748956 11.6839205 6.0547443 6.7483163 8.2423710 TCGA-KV-A6GD 85 0 NA 364 kidney stage i t1b nx m0 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 325.39.0 4 1 2 1 1 1 3 4 3 2 0 0 0 0 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.115488e-06 8.323232e-07 17.2873688 11.6631613 11.2306254 13.5756731 12.6591420 9.6192410 9.0190263 10.4589385 8.9665072 11.9108775 8.7202251 7.8522342 7.7349304 12.7185007 -0.9962539 2.8109572 5.3611648 11.5953673 11.8457494 10.0797588 8.8428151 10.4324948 12.4106134 10.3671985 10.7404359 8.7109703 10.4219909 9.7306809 8.0152020 0.27490000 0.27490000 0.29024000 0.29167000 0.41128000 0.29326000 0.00346870 -0.00097017 0.27490000 0.27490000 0.27490000 0.29024000 -0.00526100 0.29167000 0.29167000 -0.00571930 -0.00571930 -0.00571930 0.00000000 -0.00083160 -0.00346270 -0.00346270 -0.00318590 -0.00318590 -0.00272960 0.30218000 0.00346870 0.00346870 0.00124810 0.11806000 0.12226000 0.000 0.000 0.000 0.000 0.295 0.295 0.000 0.000 0.000 0.302 0.302 0.293 0.293 0.000 0.000 0.000 0.000 0.000 0.000 0.301 0.301 0.000 0.000 0.275 0.275 0.290 0.290 0.000 0.000 0.292 0.292 0.000 0.000 0.411 0.411 0.000 0.000 0.000 0.000 0.128 0.128 0.000 0.000 0.000 0.000 0.295 0.295 0.000 0.000 0.000 0.302 0.302 0.293 0.293 0.000 0.000 0.000 0.000 0.000 0.000 0.301 0.301 0.000 0.000 0.275 0.275 0.290 0.290 0.000 0.000 0.292 0.292 0.000 0.000 0.411 0.411 0.000 0.000 0.000 0.000 0.128 0.128 8.8600369 9.7433919 11.0356570 8.4568817 10.0568584 3.0910735 10.0245912 7.1785374 16.7823301 7.4954641 13.0157120 12.5627493 14.0343646 7.3345281 12.5430124 8.7247103 10.2354325 13.7422841 9.3655550 7.1121361 6.7584991 12.7185007 6.9461261 12.6728285 10.1747880 10.7105389 7.3916285 12.3180529 6.9636128 7.3119499 -0.9962539 NA 11.0659947 7.2467852 10.1735362 11.6356977 11.3759322 6.1016438 11.2170193 10.1127890 10.9384078 9.7964016 NA 9.7075148 5.8739756 6.5349923 10.8689579 8.4486260 10.5024605 3.9822635 7.4712167 9.2924774 4.9808890 9.2130646 6.8923546 10.0957077 8.8333341 8.9866049 4.6183209 10.4330180 9.5437393 9.8459617 11.1495434 9.7230001 7.8141832 7.8491010 8.6201601 11.0366901 9.3229446 14.4589064 7.8205307 10.1678896 NA 7.4261389 8.5715672 10.5305995 0.5886127 7.9044781 9.4934592 7.2276131 8.9243214 9.1722835 10.5471265 7.8522342 -0.9962539 4.8364998 10.8173925 11.0297888 10.4924556 0.5886127 9.0273656 10.5451919 8.6146359 9.1016432 13.0594021 5.8237901 3.5885767 9.9592611 11.9330546 11.5953673 12.0027304 12.6728285 10.1747880 10.6896740 7.1884870 7.1884870 9.5994748 9.7742751 8.1431628 8.1634826 12.7151707 5.4465540 4.6183209 6.9636128 4.4630404 13.5842491 12.6375147 10.7972145 10.8870182 9.4944622 9.8412391 9.6909869 9.5677607 9.7298294 2.0036022 -1.7823970 NA 10.5335298 8.7611014 11.7796576 8.3699336 1.0036022 9.3479072 8.0452704 11.1800961 6.9866043 10.7178567 8.2348323 TCGA-KV-A6GE 65 0 NA 885 kidney stage i t1a nx mx 19-3-2015 male 2011 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 325.39.0 3 3 2 3 3 2 2 3 2 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 1.907407e-06 6.936026e-07 16.789594 12.284898 11.361202 14.365733 11.731281 9.135567 7.698398 10.223164 10.173129 11.492510 10.190063 7.114973 3.869348 13.229231 -0.175110 1.824971 3.072878 11.747725 11.317058 10.050162 8.586506 10.657845 12.729025 10.127022 10.588167 8.564735 11.525828 10.132725 7.730101 0.72263000 0.71697000 0.76255000 -0.00738010 1.55320000 0.77964000 -0.01697900 -0.00429290 0.73208000 0.71747000 0.71697000 0.75876000 0.00055459 -0.00083160 -0.00738010 -0.01395300 -0.00747200 -0.00747200 -0.00650500 -0.01374500 -0.00830050 -0.00830050 0.00680440 -0.00649460 -0.00705760 0.78571000 -0.01697900 -0.01697900 -0.01298900 0.24653000 0.24653000 0.000 0.000 0.000 0.000 0.760 0.760 0.000 0.000 0.000 0.786 0.786 0.780 0.780 0.000 0.000 0.000 0.000 0.000 0.000 0.785 0.785 -0.777 0.000 0.723 0.723 0.763 0.763 0.000 0.000 0.000 0.000 0.000 0.000 1.553 1.553 0.000 0.000 0.000 0.000 0.247 0.247 0.000 0.000 0.000 0.000 0.760 0.760 0.000 0.000 0.000 0.786 0.786 0.780 0.780 0.000 0.000 0.000 0.000 0.000 0.000 0.785 0.785 -0.777 0.000 0.723 0.723 0.763 0.763 0.000 0.000 0.000 0.000 0.000 0.000 1.553 1.553 0.000 0.000 0.000 0.000 0.247 0.247 7.893733 10.173683 11.036843 9.331758 9.605494 1.146851 9.971523 7.928242 15.836062 5.743817 12.292433 9.842459 13.833821 4.525392 12.469261 7.589826 10.470163 13.581198 9.712937 6.891044 6.619370 13.229231 7.546054 11.896752 9.555425 8.689141 6.761592 12.145473 6.447006 8.423007 NA NA 9.385287 7.186899 9.6290855 11.6335165 11.5752428 1.4099068 11.1825065 9.8263627 10.6778741 9.6435368 NA 9.8036649 6.4902909 6.4023828 10.3173085 8.1736826 9.7318451 3.9936744 8.1103570 9.5503208 6.2086597 8.6242362 7.8445451 9.8494017 9.7608561 5.4831644 4.4396630 10.2895002 9.5798420 10.0657458 10.6949338 9.1468825 6.4543108 9.0209419 8.2945964 10.9190322 9.0621644 14.9021040 7.8846504 10.1874464 NA 7.4431566 7.4322847 10.0669376 3.2172773 6.3247998 9.1103567 6.9334794 8.6095895 5.7197721 10.6067241 7.1149729 NA NA 10.6837126 11.7816937 10.3548731 1.6323148 8.9334791 10.9213402 7.6735776 8.6844892 12.7555071 5.9547523 7.1010785 9.7438177 11.3609588 11.7477247 11.7860424 11.8967520 9.5554247 10.6009763 5.6193690 5.9848263 9.6490540 9.2606249 8.1149734 3.8693483 13.0971469 NA 2.6323148 6.4470055 3.9948784 13.2121910 12.3693153 10.8545868 10.8788804 8.5545754 9.9308630 10.0841093 9.2606249 10.2354059 3.5253924 0.4099068 NA 10.0549750 8.3117292 12.1469207 7.3910090 -1.1749471 8.4813793 7.6483216 11.3413932 5.9017696 8.4117944 8.7907388 TCGA-KV-A74V 40 0 NA 347 kidney stage i t1a n0 m0 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 344.34.0 3 3 2 3 3 2 1 3 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 16.372575 13.080774 8.766140 14.327006 14.000694 9.643253 6.876812 10.657145 10.193082 11.635118 8.471514 7.966388 3.134697 12.486904 NA -1.257735 2.990320 10.680127 11.112103 10.263986 8.480478 10.636825 12.442609 10.305105 10.765100 8.164450 10.774432 9.736739 6.403096 0.7129700 0.7129700 0.7542700 -0.0064070 0.7636400 1.4590000 -0.0360330 -0.0260700 0.7129700 0.7129700 0.7129700 0.7542700 0.0077378 -0.0064070 -0.0064070 -0.0104100 -0.0104100 -0.0104100 0.0012077 -0.0064070 -0.0077884 -0.0077884 -0.0066834 -0.0066834 -0.0014262 0.7621100 -0.0360330 -0.0360330 -0.0161940 0.2019300 0.1986900 0.000 0.000 0.000 0.000 0.744 0.744 0.000 0.000 0.000 0.762 0.762 1.459 1.459 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.824 0.000 0.713 0.713 0.754 0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.764 0.764 0.000 0.000 0.000 0.000 0.199 0.199 0.000 0.000 0.000 0.000 0.744 0.744 0.000 0.000 0.000 0.762 0.762 1.459 1.459 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.824 0.000 0.713 0.713 0.754 0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.764 0.764 0.000 0.000 0.000 0.000 0.199 0.199 8.413042 10.527021 9.677551 9.760586 10.122306 2.064331 10.658639 7.959132 14.360198 5.327350 13.671506 10.438049 13.654293 4.027791 12.368323 7.108708 10.712492 14.170713 10.900049 5.922295 6.273768 12.486904 7.983177 12.738241 9.614291 8.430636 6.808475 12.522208 6.304628 8.809820 2.064331 -1.257735 10.310817 7.866507 9.8619755 11.2568534 11.6701638 3.3862453 11.5625648 9.8825766 11.0263424 9.1108922 -0.2575626 9.4245027 6.2018181 5.7081707 9.4846952 8.6671985 8.5138752 3.2621776 8.1581274 9.4077217 7.0507248 8.3441565 7.2059105 9.8561281 10.0927726 4.3570945 4.2969713 10.1806580 9.3198148 10.6088921 10.7884867 9.3653529 6.0185096 9.0427384 7.5561673 11.2603013 9.2479790 14.7073359 6.7663063 10.0450248 NA 7.4959701 6.7480103 9.4445586 0.7423512 8.1174254 9.3112919 6.9903139 9.4427822 5.6003679 10.3287566 7.9663878 NA -0.2575626 11.4114924 11.5483312 10.1733611 1.3273425 8.5847363 10.3880443 8.0115124 8.9334452 12.3266438 5.3593033 8.7661403 9.9494003 11.9278808 10.6801275 12.3328560 12.7382413 9.6142911 10.5347695 7.2969749 6.7310705 8.7566157 9.8463292 7.5400474 2.2018220 13.1467957 1.3273425 3.5497431 6.3046279 3.8298496 13.4184068 12.9166094 11.6532159 12.0358575 7.9469571 10.0626223 10.2566068 9.2805748 9.8864067 0.7423512 4.6965837 -1.2577350 9.8626237 8.3547016 11.5420196 8.2422319 -0.2575626 7.2776612 8.1260901 11.0852939 6.8561279 6.9807908 7.2737676 TCGA-MH-A55W 50 0 NA 1043 kidney stage i t1b nx mx 19-3-2015 male 2011 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 281.43.0 2 3 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.63569e-06 1.005724e-06 16.1143289 12.0369067 12.1305511 14.0353090 9.0575919 9.6861526 8.0462941 10.6160544 8.5567785 11.2740238 9.1533714 8.3627679 2.0553345 13.7413146 NA -0.2665589 3.1928412 11.9513690 11.4519442 10.8445470 9.3127273 10.5253882 12.5355237 10.3987472 10.4502308 8.8882294 9.8301265 9.7263496 6.7334113 0.60593000 0.60593000 0.69428000 0.00000000 1.36480000 0.61582000 -0.01711600 -0.00013862 0.60593000 0.60593000 0.60593000 0.00332990 0.01153900 0.00000000 0.00000000 -0.00290910 -0.00290910 -0.00290910 -0.00429290 -0.01147300 -0.00975770 -0.00975770 -0.01780300 -0.01780300 -0.00526100 0.55522000 -0.01711600 -0.01711600 -0.08572200 0.19377000 0.19634000 0.000 0.000 0.000 0.000 0.664 0.664 0.000 0.000 0.000 0.595 0.595 0.638 0.638 0.000 0.000 0.000 0.000 0.000 0.000 0.624 0.624 0.000 0.000 0.606 0.606 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.365 1.365 0.000 0.000 0.000 0.000 0.194 0.194 0.000 0.000 0.000 0.000 0.664 0.664 0.000 0.000 0.000 0.595 0.595 0.638 0.638 0.000 0.000 0.000 0.000 0.000 0.000 0.624 0.624 0.000 0.000 0.606 0.606 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.365 1.365 0.000 0.000 0.000 0.000 0.194 0.194 8.9008294 9.2471390 9.6492907 9.2071171 10.4536555 4.0553432 10.4536555 7.1084513 14.6142384 4.9428663 13.6186310 8.5663014 13.0219891 3.6402970 12.3402792 8.5114886 10.4731919 13.1820439 9.9404256 6.6759260 7.9083368 13.7413146 9.1106219 11.3499602 10.2803058 5.8208733 8.2332573 13.1970634 5.7994992 9.3916227 2.5407712 0.7334411 11.5789014 7.0553399 10.7523070 11.6604485 11.4999402 1.7333977 12.1735018 10.6715206 10.4390437 10.1171157 NA 10.1438626 7.1428024 7.3108400 9.3951894 9.4613317 9.5196809 3.1928412 8.0188133 8.7886939 4.5407650 9.4303790 6.3481209 10.0865581 9.6626698 3.0553345 7.2725701 11.1825600 9.4040676 9.1969357 10.6788552 9.5164096 7.6282290 9.2686868 9.3127273 11.2187375 9.5898369 14.6121328 7.0523605 10.6259542 0.7334411 7.5350226 7.7164052 9.6492907 2.3183747 9.0508238 9.3826675 3.8208733 8.9158056 5.7778063 10.9501572 8.3627679 NA 1.3183458 10.3108402 10.8691206 10.0394731 1.3183458 9.4731919 11.0240062 8.6846960 9.3969695 13.5049008 5.9161040 0.7334411 10.5694617 12.3106041 11.9513690 12.1729825 11.3499602 10.2803058 9.6129945 8.6403021 6.7778050 9.4206645 9.7682103 9.0001978 2.9033276 12.9503087 -0.2665589 7.4748781 5.7994992 5.0188122 12.5353702 11.5941104 10.5567786 11.2691727 8.8048738 10.3907298 10.0083718 10.1596761 10.3772675 NA -0.2665589 NA 10.4251548 7.8003615 11.3049128 8.9765853 NA 7.4748781 8.4303790 11.6700493 6.7778050 7.7390360 6.9428652 TCGA-MH-A55Z 65 0 NA 845 kidney stage i t1b nx mx 19-3-2015 male 2011 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 281.43.0 2 3 2 4 2 2 2 1 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 4 0 0 0 0 0 0 0 0 0 2.809091e-06 1.005724e-06 16.628114 11.863809 11.993753 13.940418 9.261908 9.320751 7.325650 10.051816 10.084697 10.854518 9.381998 6.915495 2.821527 13.956438 NA 2.706044 2.291014 11.637271 11.148639 9.881798 9.179070 10.143446 11.911834 10.325650 11.009822 8.698507 10.846445 9.116846 8.140669 0.01112100 0.01112100 -0.00371040 -0.00110870 1.71100000 0.83510000 -0.04888300 -0.00318590 0.01112100 0.01112100 0.01112100 0.00332990 -0.00041585 -0.00110870 -0.00110870 -0.00622860 -0.00622860 -0.00622860 0.00527490 -0.00290910 -0.00152430 -0.00152430 0.00000000 0.00000000 0.00527490 0.00221930 -0.04888300 -0.04888300 -0.01078400 0.09837200 0.04897200 0.000 0.000 0.000 0.000 0.831 0.831 0.000 0.000 0.000 0.000 0.000 0.835 0.835 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.718 1.718 0.000 0.000 0.000 0.000 0.127 0.127 0.000 0.000 0.000 0.000 0.831 0.831 0.000 0.000 0.000 0.000 0.000 0.835 0.835 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.718 1.718 0.000 0.000 0.000 0.000 0.127 0.127 7.9975956 9.9106122 10.0577164 8.6621752 9.6278820 0.1210154 9.9720467 7.2859857 15.2653185 5.6602384 12.4469461 10.0136214 13.7187819 4.6446408 12.2013964 7.4786305 10.6154341 13.5841558 9.2191107 4.9024402 6.0752738 13.9564381 7.2555045 11.9322525 9.6524600 8.3426659 6.5805103 12.5846029 6.0868623 8.5640222 NA -0.8788519 8.8058270 7.5886839 9.0897452 11.7412984 11.6925942 NA 11.8521854 10.0760018 10.3570927 9.6785422 0.1210154 9.7357884 7.3402471 5.5304703 10.4110974 8.8809668 8.8232513 3.9284367 7.6008585 9.5957985 5.3878657 8.6852282 7.8625456 10.2695551 9.7311805 2.1210817 2.4429966 10.8141298 9.6956720 8.5240907 10.6587823 9.6465994 6.8489984 8.0606576 8.3009876 10.4564689 8.7041613 15.0309950 6.7111411 9.7987982 NA 7.2431302 7.4742251 9.1378867 0.7060221 6.6756678 9.1323059 2.4429966 8.7917346 4.8215163 10.4703597 6.9154946 NA NA 10.6104247 11.4024290 10.2561465 NA 9.1925409 11.2881830 7.6794991 8.4271402 12.9731203 6.0756246 1.7060221 9.3317498 11.3784664 11.6372710 12.1398003 11.9322525 9.6524600 10.2972517 5.5473419 7.0219449 9.9380942 9.2606298 8.4475081 2.4429966 13.1702464 NA 0.1210154 6.0868623 2.1210817 13.4261506 12.0632264 10.7536194 10.7293334 9.0294711 9.9364619 9.9539685 9.1952199 10.7558896 -0.8788519 NA NA 10.1736465 8.8201477 11.8532735 7.9252096 0.7060221 8.0752748 8.2580694 11.3567936 6.5133960 7.4384908 8.0067749 TCGA-MH-A560 62 0 NA 924 kidney stage i t1a nx mx 19-3-2015 male 2011 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 281.43.0 1 1 3 6 4 1 1 2 NA NA 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 4 0 0 0 0 0 0 0 0 0 1.872727e-06 5.548821e-07 16.537977 11.736191 10.625300 15.437087 8.615932 9.612403 6.990461 10.319622 9.569370 11.229203 7.213434 7.419926 4.398234 12.425132 NA 1.938813 2.353831 11.740778 11.168420 9.895902 8.737542 9.522510 11.244862 8.477959 11.297817 8.043836 9.278650 9.263730 5.358340 0.0000000 0.0122370 0.0045251 0.0030522 -0.0038779 0.7449900 -0.0847930 -0.0215100 0.0000000 0.0122370 0.0122370 -0.0070888 0.0143300 0.0030522 0.0030522 -0.0048072 0.0097276 0.0097276 -0.0136770 -0.0183530 -0.0087146 -0.0087146 -0.0176660 -0.0176660 -0.0292920 0.7719500 -0.0847930 -0.0847930 -0.0878440 0.0626510 0.0446490 0.000 0.000 0.000 0.000 0.784 0.784 0.000 0.000 0.000 0.772 0.772 0.745 0.745 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.784 0.784 0.000 0.000 0.000 0.772 0.772 0.745 0.745 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.643856 10.442626 7.348191 11.293417 9.539951 1.675771 10.382434 7.994082 14.583745 4.161194 13.611078 10.104544 13.232463 4.108725 12.722207 7.788466 10.374817 12.976232 11.901214 2.813278 5.746154 12.425132 7.869537 12.859401 9.365065 7.923693 6.946295 12.577236 4.563292 4.711390 1.353831 NA 9.175611 6.675765 10.8561719 11.3538373 11.6521864 0.3538878 11.2607279 9.2180236 10.8734736 8.0191731 NA 9.1020303 4.3538384 3.1611944 8.9537501 8.1384720 8.8456904 4.7113903 6.8852193 10.0429618 3.9388033 8.5262649 4.8774007 10.1969732 10.3734281 1.6757708 6.4091193 10.0697994 9.2948849 9.8366453 10.4319881 8.9740572 6.6017648 7.7589787 8.6802667 9.2667266 9.4399736 14.7230939 6.1898878 9.5010422 0.3538878 7.5584085 6.8536838 9.9841045 NA 7.7332160 9.7069841 5.2845734 10.2172493 3.3538314 10.1587750 7.4199265 NA NA 11.4975394 11.9486285 10.4531851 NA 8.6621763 10.0655043 8.1993273 8.7759022 13.0085852 3.4395965 3.3538314 9.3138392 12.2420098 11.7407776 12.1539283 12.8594008 9.3650646 10.3699492 6.7716902 6.9387998 9.7815482 9.1851445 8.0577411 0.3538878 13.4605639 4.1611944 NA 4.5632924 1.9388127 13.5222713 12.7855961 11.8739649 12.1668168 9.0262628 9.3886362 9.9103434 8.9084262 9.5826561 -0.6461122 1.6757708 NA 10.5645087 9.1342951 11.7902886 8.1053816 -0.6461122 6.5632909 8.7157812 10.3559491 6.3080332 6.4518688 7.8695371 TCGA-MH-A561 66 0 NA 841 kidney stage i t1a nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA white hispanic or latino 281.43.0 1 3 NA NA 2 2 2 4 NA NA 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 3.121212e-06 8.323232e-07 16.266917 11.606287 11.486908 13.615370 5.521333 9.889721 7.853716 10.399970 9.343601 11.977782 9.061903 7.937191 2.440421 13.543248 NA 3.383829 4.467892 10.530323 12.015643 10.300307 9.487328 10.079268 11.947904 10.174081 11.442147 7.759565 10.256659 9.275250 7.387829 0.0000000 0.0070216 0.0036743 0.0045191 0.0038245 0.7335100 -0.0477250 -0.0142880 0.0000000 0.0000000 -0.0150400 0.0022115 0.0116750 0.0045191 0.0045191 0.0022972 0.0022972 0.0022972 -0.0086371 -0.0098790 -0.0036618 -0.0036618 -0.0073944 -0.0073944 -0.0180010 -0.0181380 -0.0477250 -0.0477250 -0.0432540 0.0145480 0.0145480 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.734 0.734 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.734 0.734 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.265495 9.818125 10.112839 9.012604 10.302694 1.061914 10.844901 7.478067 15.384155 5.369330 13.020818 10.925159 13.505209 3.061897 12.817708 8.174603 10.574445 13.938496 8.869257 5.149365 5.739975 13.543248 8.075365 12.319880 9.977184 8.079824 7.932267 12.926011 4.739972 9.039182 NA -1.260152 8.513114 7.781634 9.7129541 11.7716755 12.1341690 4.8897218 12.0107077 10.3408165 10.3103044 9.5319512 -1.2601519 9.7567826 6.1578259 5.3398856 10.5905519 8.9347311 8.7413824 2.1994054 7.4746843 9.1344371 5.6824890 8.9603527 7.2116499 9.9651818 9.8595640 7.7761481 8.6378200 11.1761654 9.8047172 8.9285631 10.9061374 9.3601942 9.0787107 8.8181252 8.6423496 10.2126651 9.1853616 15.1668942 5.1238524 9.9961831 -0.2599791 7.4025363 7.7678805 10.2472735 2.3249258 8.8985842 9.6956243 9.3999702 9.5783904 7.4334611 11.0514389 7.9371908 NA 3.0618971 9.6707117 11.2184912 10.0590819 -1.2601519 9.2625558 11.1152853 8.4848080 9.1095716 13.5677140 5.2930283 -0.2599791 9.4176939 12.1918294 10.5303228 12.6825805 12.3198795 9.9771843 10.4852285 8.0528571 7.0664035 9.6576000 9.9663865 8.4712936 7.1193531 13.5822265 -0.2599791 3.9494322 4.7399723 4.1662414 13.5948685 12.4026427 10.6241449 11.1057500 9.1725163 10.2849388 10.4066422 9.9663865 10.9186392 NA 1.7399777 NA 10.4640618 8.3433967 11.0109121 8.7014240 -1.2601519 7.8769656 8.3361642 10.7812913 7.3946102 9.3491532 7.5696969 TCGA-MH-A562 57 0 NA 616 kidney stage i t1a nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 281.43.0 2 3 2 3 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 1.595286e-06 1.040404e-06 17.037269 12.059941 10.891646 12.577967 8.062589 9.307600 6.663745 9.778230 9.859204 11.442603 10.382562 6.348241 3.856388 13.795356 NA 2.856388 7.771272 11.758513 10.371425 9.552197 8.535869 9.748173 11.094794 9.862949 11.310688 8.219793 11.406174 9.101149 7.710218 0.0101460 0.0101460 0.0055529 -0.0102910 1.6598000 0.7708000 -0.0669220 -0.0105080 0.0101460 0.0101460 0.0101460 -0.0019284 0.0102850 0.0016642 -0.0102910 0.0000000 0.0000000 0.0000000 -0.0070576 -0.0149060 -0.0121620 -0.0121620 -0.0062286 -0.0062286 -0.0107840 -0.0272610 -0.0669220 -0.0669220 -0.0448220 0.1293300 0.0113720 0.000 0.000 0.000 0.000 0.798 0.798 0.000 0.000 0.000 0.000 0.000 0.771 0.771 0.000 0.000 0.000 0.000 0.000 0.000 0.782 0.782 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.660 1.660 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.798 0.798 0.000 0.000 0.000 0.000 0.000 0.771 0.771 0.000 0.000 0.000 0.000 0.000 0.000 0.782 0.782 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.660 1.660 0.000 0.000 0.000 0.000 0.000 0.000 7.6245732 10.8985043 9.1433317 9.2154063 9.0196194 -0.7285743 9.8469657 7.7632794 17.0398434 5.7792203 12.3385246 9.7552421 13.2539744 5.0787806 11.5542253 8.7267536 10.4556819 13.5951145 9.9411973 5.1043157 6.6023426 13.7953558 6.6637445 12.0597369 9.5358691 7.2197939 5.7308573 12.0767672 6.4312970 8.0396105 NA -0.7285743 7.9891027 6.8260158 8.9631698 11.9233750 10.9813718 2.8563882 11.0832025 9.4723251 10.6691010 8.7792210 NA 8.8601409 7.1962392 6.0396100 10.4692574 8.1873055 8.8971351 5.5193532 7.5568287 10.0171007 3.7949876 8.8125229 8.0527859 10.1768134 9.8221733 3.9718654 6.4513348 10.2742414 9.8144583 8.9206824 10.5423056 9.0787814 6.8934787 8.7652818 8.0527859 10.4000652 9.6131898 14.3839066 8.4050568 9.5335213 -0.7285743 6.5288135 7.7910626 9.8240956 2.8563882 3.7949876 9.0462136 3.0787806 8.5382130 5.9579262 10.3327975 6.3482413 7.2080646 NA 10.2154063 12.2499581 10.4911999 -0.7285743 9.1525404 10.4116171 7.4563018 8.9134780 12.8111911 4.8914240 -0.7285743 9.0478595 10.6535100 11.7585127 11.9955138 12.0597369 9.5358691 11.0617749 3.9152819 7.4563018 10.2995327 8.8298470 7.7910626 3.7308573 13.4019970 1.2714257 NA 6.4312970 NA 13.9312869 12.4743154 10.6535100 10.2205236 9.0947937 9.7512066 10.5411375 8.6637438 10.4802704 NA 0.2714257 0.8563882 9.6733725 9.4606951 12.7097192 7.1540697 NA 9.4513356 8.0027453 10.8460199 6.3048487 7.4857456 8.5475509 TCGA-MH-A854 62 0 NA 11 kidney stage i t1b nx mx 19-3-2015 female 2013 NA yes NA kidney papillary renal cell carcinoma yes 10 1992 black or african american not hispanic or latino 364.32.0 1 3 NA NA 2 2 2 3 2 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 16.982637 11.888984 13.038051 13.727203 9.936448 9.250751 7.046236 10.415470 8.519172 11.922400 9.588409 7.557489 3.995611 13.017449 1.188274 3.188258 2.603288 11.411050 10.655181 9.986997 7.142451 9.778218 11.505291 9.789407 11.184964 7.929722 11.305032 10.162670 8.297232 0.0107030 0.0107030 0.0115390 -0.0304970 0.0040243 -0.0317680 -0.0412950 -0.0551290 0.0107030 0.0107030 0.0107030 -0.0093184 0.0093490 0.0076392 -0.0304970 0.0051824 0.0051824 0.0051824 -0.0157410 -0.0094046 -0.0136770 -0.0136770 -0.8607400 -0.8607400 -0.0250720 0.7633100 -0.0412950 -0.0412950 -0.0548250 0.0457080 0.0360880 0.000 0.000 0.000 0.000 0.762 0.762 0.000 -0.861 0.000 0.763 0.763 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.753 0.753 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.762 0.762 0.000 -0.861 0.000 0.763 0.763 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.753 0.753 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.0084337 10.3911950 10.2889173 9.5919772 9.2932905 1.9252019 9.9837535 7.1268542 14.3391129 5.0627262 12.6879348 10.0274587 13.2235123 4.5101834 11.8683214 10.1219457 10.0534728 13.7392422 9.6639884 4.4106464 7.2686281 13.0174492 6.5574882 12.4118545 9.5191719 8.5690767 6.4736571 11.8788350 5.0951438 7.3447593 -0.3966882 NA 8.1463243 6.8979132 9.9252206 11.0820621 12.1489810 1.6033118 11.2022754 9.4218746 11.2779261 9.2827727 -0.3966882 8.8535909 6.1731474 4.9956111 9.9564393 7.7931169 10.4122566 4.5574897 6.9070733 10.3523239 3.3037369 8.0627240 7.2757176 9.6920807 9.5705187 3.6907523 6.9431431 10.2588232 9.7415642 9.0647719 10.8041911 7.8512200 6.1731474 8.0749678 8.4674788 10.3175380 8.9599205 14.8289518 8.7618012 9.5733984 1.1882743 6.9431431 6.2757185 10.7568445 1.1882743 6.0295567 8.7732174 7.0708980 7.5805721 3.7732157 11.0493419 7.5574890 1.1882743 2.1882427 8.7013245 11.7596916 9.9420288 2.4106396 8.7065803 10.2290013 8.0911323 9.7013245 12.6841100 6.1641608 -0.3966882 9.3714768 11.8160928 11.4110499 11.8142681 12.4118545 9.5191719 10.9848354 6.3977089 7.1882545 10.0213665 9.2013450 8.0708980 3.7732157 13.7828906 3.4106532 1.6033118 5.0951438 0.6033118 13.7870821 13.2558014 11.3158195 10.6794400 9.2739487 9.9783319 10.4082302 8.9848354 10.1366222 1.6033118 2.6032881 -0.3966882 10.5784239 9.2278686 12.1718139 6.9252209 -0.3966882 7.1031388 8.4487825 10.8547749 5.1268531 8.2326492 9.0688589 TCGA-MH-A855 52 0 NA 369 kidney stage ii t2b nx mx 19-3-2015 female 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 364.32.0 1 1 3 6 4 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 16.3213211 11.9267700 11.6542860 13.8285906 5.2588656 9.6453246 8.1136677 9.6194093 10.3964565 11.8062526 8.6538558 9.3244967 4.0262069 12.1289682 -0.2956592 0.2892443 3.4047124 10.9267700 11.9268983 10.3598078 9.5945413 10.5661393 12.3038412 10.4545653 11.3231213 7.9088483 9.7622687 9.2750813 6.4548158 0.01004500 0.01251600 0.00917050 -0.00041585 -0.00468060 0.01808400 0.00055459 0.00152550 0.01004500 0.01251600 -0.72092000 0.00917050 -0.00097017 -0.00041585 -0.00041585 0.00346870 0.00346870 0.00346870 -0.00346000 -0.00404910 0.00493700 0.00493700 -0.00013862 -0.00138500 -0.00304750 -0.00318590 0.00055459 0.00055459 -0.00346270 -0.00263220 -0.00263220 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.964020 9.403849 9.965197 10.425376 9.877954 2.404712 9.929484 6.980401 15.749237 5.961665 13.227594 12.803378 13.157033 6.485636 13.081962 8.270331 10.100882 13.194250 8.791740 7.530825 7.462500 12.128968 8.044127 13.039528 10.323580 9.291117 8.068412 12.001623 5.791739 8.241496 NA NA 8.627604 7.096594 8.7890853 10.7256040 11.8168794 2.4047124 12.0828428 10.2727082 10.2990681 9.6231402 NA 9.6936715 6.6526442 7.3977636 9.9919893 8.5746416 9.4732883 4.0233175 7.3004670 9.4732883 5.2278373 9.0814874 6.6815575 10.1890998 10.5750269 6.3481333 8.9510177 10.6335354 9.5892107 8.7210852 11.1565182 9.6141700 7.0216896 8.9390943 8.0463519 10.7203888 9.3824193 13.8876022 6.3078292 10.1870849 NA 8.3048592 8.2061142 10.3660551 0.2892443 8.3499354 9.7924027 5.1800086 10.2559852 7.3517352 11.4319848 9.3244967 NA 4.8540256 10.9977486 11.4631248 10.2976681 0.7042523 9.7737267 11.1032878 8.4970674 9.4856367 13.3358519 5.5641220 1.0262335 10.3258711 12.6395341 10.9267700 12.4891163 13.0395277 10.3235799 10.3885873 8.2511714 10.6804830 9.1432664 10.4120675 8.6276043 6.1221302 12.9785823 1.0262335 5.3041898 5.7917385 3.8742068 13.7902971 12.9067835 11.1479976 11.5322151 9.4641651 10.4338977 10.2793435 10.1094184 9.9498296 3.3481333 1.7042965 NA 10.7558258 8.7019222 11.3719829 8.6096641 0.2892443 8.3499354 8.8742019 11.1665236 6.9988973 8.3409018 8.2199768 TCGA-MH-A856 54 0 NA 790 kidney stage i t1a nx m0 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes 15 1982 white hispanic or latino 364.32.0 1 3 NA NA 2 3 3 4 2 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 16.686480 11.085592 12.333841 13.128186 10.653497 10.007194 8.604635 10.248945 10.320718 11.283062 10.103629 8.042215 4.522840 12.915301 NA 4.745232 2.785885 9.838745 10.946262 10.882151 9.326757 10.661710 13.328047 10.824185 9.821743 8.632759 11.708047 9.524343 8.941031 0.00096267 -0.01619200 -0.00913660 -0.00651290 -0.01521100 0.03848100 0.05821600 0.00832710 0.00096267 -0.01619200 0.02748900 -0.00913660 -0.01753700 -0.01152000 -0.00651290 -0.00540720 -0.01561200 -0.01561200 0.00679640 -0.00265640 0.00763120 0.00763120 0.01376300 0.00540590 0.01753600 0.02454000 0.05821600 0.05821600 -0.78370000 0.01250800 0.00415520 0.000 0.000 0.000 0.000 0.000 0.000 0.761 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.784 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.761 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.784 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.416850 9.067161 11.485930 8.768235 10.366657 4.259807 9.241659 9.234336 15.276670 5.423306 12.602326 12.014961 13.691764 5.448841 13.350871 8.859124 9.818074 13.570510 8.429731 5.107805 7.873338 12.915301 7.928833 12.727901 10.491700 9.377501 8.012555 11.855549 7.223281 7.350660 1.200944 NA 8.713982 6.775821 9.3163899 11.8573375 12.4373256 NA 12.0848287 10.3716723 10.2643078 10.6806929 NA 10.0189622 7.1858061 5.0753829 9.9220118 8.7529412 10.5694191 6.6487128 7.1781928 9.6060541 5.2883770 9.3301958 6.5466877 10.0380150 9.7695022 7.3301954 8.5348133 10.8879968 10.2186491 8.2232806 11.0369630 10.5062144 9.9535721 7.7758216 9.2634087 11.4909315 9.0997660 14.4261201 7.9175380 10.5788462 NA 8.7151929 7.5107681 9.8094755 -0.3840188 7.8008255 9.5107679 4.1395104 8.5701464 1.6159341 11.3361944 8.0422148 NA 6.3973101 9.5452085 11.2112077 10.4700394 NA 10.1385318 11.9145856 8.4265218 9.3387578 13.0752537 6.5774575 -0.3840188 9.6644372 11.5602962 9.8387451 12.3662385 12.7279009 10.4916995 10.4653553 7.6980990 6.7034136 9.6242808 10.6095962 8.7858752 7.6657985 13.2248980 2.4233092 4.4739297 7.2232806 6.1078029 13.4162677 12.7309938 10.2670019 10.5569978 9.8326961 10.6187652 10.2027900 9.9756998 10.6046349 NA NA NA 10.6793452 8.6936472 12.2493269 8.4832289 0.6159812 8.4739314 8.4676993 12.3787475 7.2883752 9.0712773 8.3607839 TCGA-MH-A857 63 0 NA 652 kidney stage i t1a nx m0 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 364.32.0 1 1 NA NA 4 3 3 4 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 15.9736936 10.5878651 6.2659375 17.2251941 1.9601410 9.7724842 8.3078729 11.1728276 4.6970955 11.3026971 7.1771434 8.1098756 2.7902090 11.1364403 NA -0.2097284 4.8346000 10.8125714 11.8044368 10.3235333 9.1356087 10.7667677 12.2869325 9.7894989 10.5768816 8.3215850 8.1477554 9.1630687 8.1648084 -4.7842e-04 -4.7842e-04 -3.6011e-03 2.0805e-03 2.0805e-03 5.5459e-04 -1.1087e-03 -4.7079e-03 -4.7842e-04 -4.7842e-04 4.1593e-04 -3.6011e-03 2.0805e-03 2.0805e-03 2.0805e-03 1.1093e-03 4.4037e-05 4.4037e-05 -4.4312e-03 -3.3243e-03 5.5459e-04 5.5459e-04 1.2481e-03 -4.8099e-03 1.5255e-03 -6.7813e-03 -1.1087e-03 -1.1087e-03 -1.2576e-02 -8.9140e-03 -1.9399e-03 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.8339144 8.8696882 7.6071875 10.8407325 10.0968349 2.3751785 10.6605683 7.1255943 14.6311781 4.5450911 13.8684378 9.8028281 13.3938299 5.0756054 13.0130739 6.9701128 10.1684984 11.9342244 11.2232673 3.3751646 7.4767041 11.1364403 9.2352185 12.3807906 10.7268415 8.8803161 8.2496350 13.1387934 3.1121330 9.9175530 -0.2097284 -1.2098953 10.7993323 7.1255943 11.1239179 11.8398819 12.0206744 -1.2098953 12.3792695 10.8498860 10.0756058 9.6015782 NA 10.2217012 2.3751785 3.8776657 8.5316704 8.7135309 7.4975629 5.4799225 7.5975587 9.3619563 4.2164704 9.1932156 4.2496350 10.2905475 10.9303943 3.1825175 2.6970843 10.1076162 9.6143668 8.6246745 11.1062022 10.8743476 6.0756054 7.2289957 8.4643959 10.2341831 8.0663282 13.1755267 3.6306617 10.1852020 -0.2097284 7.3845282 7.2289957 10.2735155 0.7901882 9.0569902 10.1521473 6.0663282 11.3425701 6.4975629 10.9348618 8.1098756 2.3751785 8.0045227 9.6590262 11.2237890 9.7008463 -1.2098953 9.6119775 11.5172731 8.9246299 8.9246299 12.3578032 4.8474357 1.3751785 11.0241227 12.6492529 10.8125714 11.6831258 12.3807906 10.7268415 10.0709744 8.7090669 8.9335868 9.3439576 10.2059453 9.7631833 3.6970955 12.6777098 9.6135707 7.5044488 3.1121330 4.4626282 12.4451561 12.0075555 12.1567990 12.8002945 10.8352806 10.8559562 10.3351680 10.1053531 9.2740193 -0.2097284 9.6720823 NA 10.1873434 7.4743208 11.5341964 10.1283829 -1.2098953 6.2820561 8.8856006 10.7534609 7.6450719 8.3019561 7.2537284 TCGA-O9-A75Z 44 0 NA 471 kidney stage i t1a nx mx 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 344.34.0 2 3 NA NA 2 2 3 2 2 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 16.611295 11.020974 12.907556 12.787594 8.620697 9.958106 8.034237 10.486706 9.188597 11.850233 9.805523 8.485884 3.462694 15.294237 NA 5.117196 4.262396 10.289479 11.661564 10.511535 9.547011 10.636696 12.698089 10.969902 10.572767 8.117198 10.160563 9.325275 7.520787 0.00958830 0.00958830 0.00093142 0.00471900 1.48220000 0.73720000 -0.03026700 -0.00463990 0.00958830 0.00958830 0.00958830 0.00069327 0.00138680 0.00471900 0.00471900 -0.00110870 -0.00110870 -0.00110870 0.00000000 -0.00318590 -0.00207840 -0.00207840 0.00360760 -0.00154080 0.00624810 -0.00719580 -0.03026700 -0.03026700 -0.01505400 0.07685400 0.07685400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.737 0.737 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.482 1.482 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.737 0.737 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.482 1.482 0.000 0.000 0.000 0.000 0.000 0.000 8.6993292 9.3793483 10.7932797 8.7092155 10.9077862 2.7952682 10.4780581 6.8727143 15.1457056 3.5657921 13.0563971 10.6612762 13.9319974 3.8777344 12.5583848 8.4458996 10.5111312 14.0963627 10.8192689 6.7190342 8.2908902 15.2942366 9.1424354 12.3300879 10.3439787 8.4030355 8.4576768 12.6249928 7.4082474 8.4289066 -0.2921219 NA 9.2974583 7.4357278 9.9775183 11.6858026 11.9010245 0.7077898 12.7393361 10.7391638 10.1885974 10.4940768 0.2927817 10.0576413 7.1507506 5.7301753 9.9117669 9.7712024 10.1713316 3.8853303 7.8137158 9.3243561 4.5406969 9.3489558 7.0915116 10.6270430 9.1465990 1.5151573 7.7246155 11.1769402 10.0724890 8.4271959 11.5279862 10.5866245 6.9932090 9.0947475 9.3678031 10.8153513 8.9203523 14.7527989 5.7087087 10.2676623 -1.2922985 7.7817079 7.5087067 10.0252199 3.3516566 8.8018849 9.9781025 7.8752253 9.3558591 4.4626937 11.0893502 8.4858844 -1.2922985 5.1507506 9.2833465 10.9287901 9.8390211 -1.2922985 10.0702990 12.1488061 8.8473587 9.3995507 13.1311858 6.8675778 2.5151573 9.8588238 11.4203342 10.2894785 12.3296302 12.3300879 10.3439787 10.2738612 8.8714568 7.2391889 9.5914739 10.3999868 8.7412303 -0.2921219 12.6401143 2.0297356 1.8777442 7.4082474 6.1835401 13.4438746 12.5209872 10.0686543 10.7021606 8.9062524 10.7856244 10.3053943 10.3842052 10.8140430 NA 1.2927817 NA 10.2416236 7.7969663 11.4066356 9.2498717 NA 8.0070155 8.2623960 12.0117306 7.3335159 8.9462121 7.8163315 TCGA-P4-A5E6 67 0 NA 3035 kidney stage iii t1b n1 mx 19-3-2015 male 2004 NA yes NA kidney papillary renal cell carcinoma yes NA 1950 black or african american not hispanic or latino 299.44.0 1 2 1 4 3 1 1 3 2 1 0 0 0 0 0 6 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.843771e-06 9.710437e-07 16.4603462 12.1959728 12.8522699 13.7084337 7.5396117 9.1219225 7.0636917 10.7235993 9.5865330 10.7392573 9.4509681 6.3756355 3.5593450 12.3804982 -0.9640946 NA 2.9426834 11.6091967 10.9509598 10.4451771 8.7806201 10.1265603 11.9694769 9.8447503 10.7734561 7.9870707 10.8555662 10.0491089 8.8055085 0.0088188 0.0087038 0.9092500 0.1932200 -0.0042273 0.0099330 0.0038107 -0.0145510 0.0059356 0.0081958 0.0127210 -0.0109940 -0.0014586 -0.1332300 0.1932200 -0.0032587 -0.0032587 -0.0032587 -0.0072683 -1.0189000 0.0061750 0.0061750 -0.0022896 -0.0022896 -0.0042064 0.9548800 0.0038107 0.0106610 -0.0929630 0.0545860 0.0216450 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.985 0.985 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.909 0.000 0.000 0.000 0.154 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.985 0.985 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.909 0.000 0.000 0.000 0.154 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.2955293 10.4890569 9.9471783 8.7671052 9.2082136 1.8431397 9.4724977 6.9899825 15.8302148 3.4952219 12.3490944 9.7679537 12.8466591 4.0801801 12.9206245 10.1278827 10.2336172 13.0400945 8.8812761 5.7362260 8.0747050 12.3804982 6.8171461 13.2418085 10.3872777 7.9546494 7.5435809 11.0650734 6.1650698 7.1906040 -0.9640946 -0.9640946 8.3756364 6.2549549 8.83668601 11.60777582 11.61061624 2.20570529 11.52688774 9.40647353 10.68279484 9.67964248 0.62077407 9.40101516 5.28371439 5.75003296 10.05398641 8.47457800 7.28371346 4.12325233 7.11793499 9.40101516 4.24523704 8.82368886 8.07470505 10.67150436 9.72491062 4.20571311 6.43666491 11.15375392 9.95315827 9.49931056 10.47665539 9.17021251 6.55148679 6.73622602 8.82694914 10.00804801 9.38893300 14.01708592 6.36032740 9.85835701 NA 8.01546858 7.51556660 12.94895614 -0.96409462 6.26460399 9.73795896 4.84313968 8.94867560 5.59037447 10.79192556 6.37563551 NA 5.69399704 11.09513068 12.26219840 10.90961479 NA 9.92376840 10.86471607 7.87813677 8.25253204 13.41759952 6.10885687 3.84313968 9.60279164 12.08069257 11.60919675 12.28341709 13.24180851 10.38727766 10.46937167 6.05815412 9.68683788 9.79834267 9.67693484 8.12324923 1.62072715 13.76248335 1.03576465 1.03576465 6.16506979 1.84313968 13.26018892 12.17565730 10.29788104 10.31307360 8.71526638 9.97830076 10.66650834 9.26580677 10.31307360 NA 1.35772090 0.03576465 10.70201022 8.52565431 11.78492659 7.85276981 -0.96409462 7.88127612 9.40756286 10.85036869 6.18553358 7.82368886 8.47665549 TCGA-P4-A5E7 74 0 NA 2653 kidney stage i t1b nx mx 19-3-2015 female 2004 NA yes NA kidney papillary renal cell carcinoma yes 24 NA white not hispanic or latino 299.44.0 2 3 2 1 2 3 3 4 3 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 4 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 2.56633e-06 1.005724e-06 16.7941069 10.9959943 12.4603614 13.8590369 10.4777966 10.5854106 8.3632705 10.6224001 6.5028588 11.5804823 8.7617603 9.3347368 2.7765462 14.8131592 -1.3107903 -0.3109693 3.7334737 12.1791770 12.5956128 10.7030987 9.2243536 10.9741914 12.5515219 10.0278147 10.3877829 8.7086690 9.7156017 9.7030988 7.6777626 0.0127320 0.0221710 0.8255100 -0.0042861 1.6324000 0.7962700 2.5710000 0.0025037 0.0127320 0.0221710 0.0221710 0.8054000 -0.0067746 -0.0042861 -0.0042861 -0.0130490 -0.0079180 -0.0079180 0.0031978 -0.0154600 0.0045868 0.0045868 -0.0031792 -0.0031792 -0.0060836 0.8030600 -0.0480650 -0.0208170 -0.0220510 0.1517400 0.1517400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.785 0.785 0.796 0.796 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.830 0.830 0.000 0.000 0.000 0.000 0.000 0.000 1.632 1.632 0.000 0.000 0.000 0.000 0.152 0.152 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.785 0.785 0.796 0.796 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.830 0.830 0.000 0.000 0.000 0.000 0.000 0.000 1.632 1.632 0.000 0.000 0.000 0.000 0.152 0.152 9.3047079 8.9871409 10.6936499 9.9446970 10.9464661 3.3329370 10.4871449 7.6862575 14.7233829 3.6432790 13.6679228 12.7044062 13.9429627 5.0813950 12.7011790 8.9710083 10.4728950 13.4926040 9.6918934 5.1968745 7.6227686 14.8131592 9.0575848 12.0257243 10.2608309 10.9112694 8.8801376 12.9672373 5.3895186 8.6519744 -0.3109693 -1.3107903 9.5959689 7.1607538 10.1000595 11.5730579 11.5513282 2.3895117 12.3786395 10.6880212 10.1597371 10.7985726 1.0109946 10.2474990 6.9417437 5.4834934 10.1153430 9.2617785 9.9202994 4.9311110 7.5808623 8.5686615 5.0813950 9.6670736 5.0984701 10.0177532 9.4305452 3.8985276 5.9558638 10.4397853 9.6352536 8.6476311 11.0630309 9.9244942 7.4964328 8.8299079 9.3111300 10.7351791 9.0411217 14.5770842 7.7578300 10.3575201 NA 7.8142594 7.6345221 10.9614165 1.0109946 8.9070361 10.2224080 7.8590030 9.1572441 4.8590054 11.5094567 9.3347368 NA 6.9928590 8.6904866 10.4518755 9.9622910 -1.3107903 9.1938971 11.0556737 8.9106655 9.1698684 13.1239019 6.2017789 0.2740529 10.2403059 12.2415072 12.1791770 12.1390007 12.0257243 10.2608309 10.0143837 8.8119064 7.3544143 9.5097358 10.2013249 8.7672291 3.0813908 12.7464778 1.8590154 5.2589334 5.3895186 5.4834934 12.8008904 11.9324010 10.5910765 11.2359727 9.4280148 10.4435482 9.7877684 10.2991803 10.0322640 2.0109946 -1.3107903 NA 10.6724282 7.9382864 10.8872716 9.3667980 -0.3109693 7.3544143 8.6749203 11.4694130 7.0422252 8.6389050 7.7197454 TCGA-P4-A5E8 57 1 1306 NA kidney stage iii t2a n1 m0 19-3-2015 male 2004 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 299.44.0 1 2 2 5 4 3 3 4 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 1.179124e-06 4.855218e-07 16.450491 12.617020 13.349875 13.140645 2.358453 10.669391 8.358454 10.426848 9.034915 11.206630 6.781167 8.265345 8.457990 13.133241 NA 1.873026 10.599586 10.513995 11.467703 10.473683 9.078576 10.481097 12.107845 10.310987 10.806718 8.815542 9.169485 10.709709 6.305987 0.1378200 0.1530800 0.0365120 0.0000000 0.0640820 -0.0483420 -0.0761450 -0.0706090 0.1420800 0.1530800 0.1530800 0.0365120 -0.7324900 0.0274970 0.0000000 -0.8070800 0.0781500 0.0781500 0.0343950 0.0013868 -0.0879770 -0.0879770 -0.0520940 -0.0373540 -0.0710710 0.6544300 -0.0761450 -0.0765450 -0.1060500 -0.0988140 -0.0988140 0.000 0.000 0.000 0.000 0.000 0.000 -0.739 0.000 0.000 0.654 0.654 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.142 0.142 0.000 0.000 -0.732 -0.732 0.000 0.000 -0.769 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.739 0.000 0.000 0.654 0.654 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.142 0.142 0.000 0.000 -0.732 -0.732 0.000 0.000 -0.769 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.590018 9.060874 11.322589 9.503840 9.949843 4.305985 10.511101 6.528379 13.029995 2.873026 13.306613 12.163968 12.626411 6.606382 13.286972 9.979459 10.437558 13.161778 7.487737 5.481835 8.335734 13.133241 7.128527 13.220095 7.921786 9.591389 8.525514 12.279020 6.670040 7.977364 NA NA 11.367683 6.528379 10.3808217 12.1150103 11.7415411 0.5510976 11.8064227 10.8611438 11.5009258 10.0379341 NA 9.5052953 5.7008475 4.5954917 10.9206964 9.4152852 8.9064502 6.8639818 7.6063815 9.3950202 7.4699625 9.7568924 -0.4489024 11.2106491 9.3340972 3.6385604 3.6385604 11.3760578 9.8120186 8.5510991 10.6537309 10.3616707 7.2925664 7.7059171 10.7924864 10.7109704 7.8685115 13.2987676 7.6009476 10.1886296 NA 8.0607159 6.8998270 12.6842413 -0.4489024 8.8318700 10.3800288 10.2524055 8.8480154 2.7210226 11.2794448 8.2653445 NA 7.8318696 8.9239642 11.3930565 10.2653445 NA 9.2721982 11.2003553 9.0349148 10.5433293 13.7221976 7.9413540 0.5510976 9.6359074 11.4398423 10.5139951 12.6486374 13.2200948 7.9217862 10.3656815 8.6596235 3.3584525 9.3037305 10.7853178 8.7654181 3.3584525 13.4312565 2.7210226 3.2515373 6.6700401 4.7210226 13.7225683 12.4191499 10.6097673 10.8382342 8.2128772 10.4744265 10.0697522 9.8353448 10.7817200 NA 0.5510976 NA 11.4272323 7.9094425 6.6061638 9.4759115 2.1360601 5.7008475 8.8341875 11.2734797 4.3584525 6.9348031 7.5510991 TCGA-P4-A5EA 54 1 201 NA kidney stage iii t3a n1 mx 19-3-2015 female 2007 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 299.44.0 1 2 1 7 4 3 3 4 3 3 0 0 0 0 0 0 0 0 0 0 0 4 0 5 0 0 0 0 0 0 0 0 1 0 0 0 5 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 1 1.872727e-06 7.97643e-07 17.317007 11.565178 11.943737 12.172514 3.637552 10.451674 8.086596 10.586230 8.474437 11.205812 8.599447 7.725019 6.296518 12.671848 NA NA 5.343824 11.089634 10.770603 10.605768 8.815893 10.436070 11.892212 10.341641 10.375470 8.713809 9.112436 9.389628 8.828940 0.0139110 0.0176840 0.2220600 -0.2460600 0.0118180 0.1911700 -0.0109220 -0.2449600 0.0174040 0.0150540 0.0176840 0.2195200 -0.2444800 -0.2460600 -0.2460600 0.1207100 0.1207100 0.1132500 -0.2509200 -0.0012473 0.1168200 0.1168200 -0.2493400 -0.2493400 -0.2487300 0.1972500 -0.0109220 -0.0109220 -0.1559200 -0.0317680 -0.0317680 0.000 0.000 0.114 0.114 0.000 0.000 0.117 -0.249 -0.249 0.197 0.197 0.191 0.191 -0.257 -0.257 0.000 0.000 -0.245 -0.245 0.104 0.104 0.103 -0.156 0.000 0.000 0.220 0.220 -0.244 -0.244 -0.246 -0.246 0.121 0.121 0.000 0.000 0.148 0.148 0.000 0.000 0.000 0.000 0.000 0.000 0.114 0.114 0.000 0.000 0.117 -0.249 -0.249 0.197 0.197 0.191 0.191 -0.257 -0.257 0.000 0.000 -0.245 -0.245 0.104 0.104 0.103 -0.156 0.000 0.000 0.220 0.220 -0.244 -0.244 -0.246 -0.246 0.121 0.121 0.000 0.000 0.148 0.148 0.000 0.000 0.000 0.000 7.982085 9.794770 10.622649 8.788372 9.496845 5.272270 10.282930 7.110728 17.066315 10.525979 12.694978 15.332853 13.219945 8.343824 13.263937 9.284446 10.656415 13.739808 7.944217 9.192145 6.665752 12.671848 6.628033 12.910247 9.711556 10.913190 7.707041 11.731147 6.144515 8.000653 2.196985 NA 9.362608 7.423051 9.7160577 11.5272599 11.1945660 1.7115390 11.3181467 9.9575844 11.3913883 10.4757645 NA 9.2950154 7.8242568 8.7070409 10.8764633 8.5444464 11.3615310 6.6470166 7.8032561 9.1969832 8.8011393 9.5214852 NA 10.3481810 9.6387418 11.9983451 5.1175496 10.3409130 10.2074114 8.7471803 11.4404972 9.5843851 6.5291791 8.0478399 9.8221702 10.9969586 7.7801414 13.6300470 8.1658311 10.1685267 0.3896769 7.1840442 9.7328141 12.9382094 2.3896219 5.1175496 9.8169411 7.3496307 7.7294780 4.2476086 11.7236222 7.7250185 0.9746027 4.4340210 9.4543711 11.5576736 10.6831000 2.3896219 9.7581348 10.1486843 8.6773405 9.9190589 13.9271501 6.5819206 1.3896219 9.9171053 11.2082105 11.0896345 12.5491843 12.9102470 9.7115563 10.5978626 5.8814811 5.0620526 10.0198681 10.0735001 8.7968962 10.5614306 13.5816899 4.3896288 3.1969847 6.1445155 3.0900743 14.4151568 12.8949437 9.9689442 10.5800703 11.4543711 10.5738838 10.3924433 9.2460539 11.1775309 7.8032561 4.5151952 -0.6104332 10.9258755 8.8468246 10.7602176 7.9932549 3.7115610 10.2256786 7.3896279 11.2022067 5.9131910 9.0514064 9.3233189 TCGA-P4-A5EB 83 0 NA 2584 kidney stage i t1b nx mx 19-3-2015 male 2006 NA yes NA kidney papillary renal cell carcinoma yes 18 NA white not hispanic or latino 299.44.0 4 2 3 4 3 1 1 1 NA NA 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 6 3.163779e-06 1.259912e-06 15.9153916 12.1630734 12.2935890 14.2895664 9.9349234 10.1236640 7.1698338 11.2298634 8.7497391 11.5596249 7.2664895 8.7573187 2.5961957 12.3760089 NA 0.9180809 3.1197546 10.4091665 11.1013286 10.1970290 8.7254699 10.3258077 12.2453308 9.6039150 10.8111131 8.0698928 8.9701395 9.3138635 5.4665521 0.45905000 0.45905000 0.00000000 0.49009000 -0.00373950 0.50411000 -0.51757000 -0.01862800 0.45905000 0.45905000 0.45905000 0.00000000 0.00051341 0.61480000 0.49009000 -0.01739100 -0.21164000 -0.21164000 -0.01519100 -0.01739100 0.48389000 0.48389000 -0.01466200 -0.01466200 0.47598000 0.50116000 0.00930980 -0.01188700 -0.29189000 0.13524000 0.13524000 0.000 0.000 0.484 0.484 0.504 0.504 0.507 0.000 0.476 0.501 0.501 0.504 0.504 0.000 0.000 -0.484 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.459 0.459 0.000 0.000 0.000 0.000 0.615 0.615 0.000 -0.194 0.000 0.000 0.000 0.000 0.000 0.000 0.135 0.135 0.000 0.000 0.484 0.484 0.504 0.504 0.507 0.000 0.476 0.501 0.501 0.504 0.504 0.000 0.000 -0.484 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.459 0.459 0.000 0.000 0.000 0.000 0.615 0.615 0.000 -0.194 0.000 0.000 0.000 0.000 0.000 0.000 0.135 0.135 9.678336 9.551110 8.522483 9.204442 10.559806 3.503082 9.909070 7.559083 14.368991 3.351077 13.930181 9.402736 13.460180 3.640586 11.670997 8.227364 9.859456 12.778969 11.200277 2.766107 7.656883 12.376009 8.377547 12.791790 10.493276 6.966875 8.016147 12.346371 5.181150 8.141151 -1.403924 NA 8.970140 6.815355 10.5302464 11.1324342 11.4551393 2.9181190 12.5434586 10.4095673 11.2362059 10.3680890 NA 10.6619396 6.0140406 4.0880398 9.0525414 9.3018192 7.5416310 4.5030752 7.8369782 8.9438082 2.4035404 9.5342963 6.8676494 10.2512704 8.5947773 2.5030688 4.3775472 10.4003179 9.3147199 10.6899346 11.4879706 9.2053656 7.8225989 6.4099679 8.9259834 10.8902333 9.3224050 14.1798280 8.0277053 10.2145724 -1.4039236 7.5070993 6.2826881 13.4767271 -1.4039236 8.7007858 9.9011085 5.8441144 9.2606343 6.3510753 11.0297723 8.7573187 NA 3.8056433 11.3187811 10.8653136 10.2108968 NA 9.6994748 10.6912543 8.8068583 9.1401853 13.7469259 5.7165794 5.1660445 10.1074454 13.0402312 10.4091665 12.8435211 12.7917898 10.4932761 10.3155757 9.2436453 8.2615228 10.3286978 10.3726200 8.7934037 0.1811662 13.4528070 0.1811662 2.1811344 5.1811503 4.0556208 13.1911938 12.3351236 10.7322168 11.7245035 8.9045259 10.9644206 9.8781170 10.4019308 8.8500343 0.5961719 4.0224477 2.1811344 11.4383408 7.7336648 10.3683159 9.3775468 -0.4037327 6.4353902 8.9338090 11.4055531 7.1923767 8.0940386 7.6268538 TCGA-P4-A5ED 51 0 NA 2816 kidney stage i t1a nx mx 19-3-2015 male 2005 NA yes NA kidney papillary renal cell carcinoma yes NA NA white hispanic or latino 299.44.0 1 1 1 7 4 3 2 4 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.109764e-06 4.855218e-07 16.721701 11.843620 11.649564 9.643925 3.450868 9.682574 7.516962 9.795169 6.563573 10.192340 10.500482 7.333516 4.620798 12.845872 1.713916 17.031826 4.376874 11.514807 10.704484 10.827650 9.072925 10.239428 11.919293 11.745494 9.779997 8.994678 10.996610 9.559398 9.721402 1.3863e-04 0.0000e+00 9.5883e-03 1.3863e-04 -5.5375e-03 1.2937e+00 1.2549e-02 4.4411e-03 0.0000e+00 0.0000e+00 0.0000e+00 9.5883e-03 -3.1859e-03 1.3863e-04 1.3863e-04 -2.2168e-03 -2.2168e-03 -2.2168e-03 2.9133e-03 -8.1527e-05 1.6642e-03 1.6642e-03 4.1593e-04 4.1593e-04 1.6642e-03 4.3021e-03 1.2549e-02 1.8523e-02 1.4330e-02 -1.1127e-02 -8.4385e-03 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.7362754 9.4776731 11.4129014 8.6046785 9.2569392 2.8293828 10.4570589 7.0478077 17.2647444 6.1062248 11.6566663 10.3206211 13.5707868 5.1733393 12.6230505 11.8066646 10.3304562 13.2778187 9.1760689 5.6525066 6.8636548 12.8458715 6.6127609 11.3224703 10.3998242 7.8119398 6.6046778 11.3556582 4.8013708 7.9135800 0.1289532 NA 7.7362754 7.8189432 8.8206886 12.1349203 11.5968051 7.6603261 11.0429562 10.8636546 9.3371792 9.2774215 0.1289532 9.6554441 7.5842718 6.9869263 12.2836048 9.2556494 9.3517398 4.6207975 7.6681035 9.4654515 5.5883758 9.1882894 8.4189636 10.1983947 9.6835338 6.9168480 5.6681049 11.9354946 10.0123519 7.8904959 10.4457921 10.2562944 7.4864972 8.3162969 9.5191139 10.4050693 8.6006203 14.1423112 6.6359473 10.0809581 NA 7.0115884 9.3432641 10.2322328 0.7138717 6.8154461 9.2951079 3.1289367 7.5212620 6.7214014 10.7500810 7.3335159 NA 6.5718891 10.6690729 12.1632281 10.6608137 0.7138717 9.3322928 11.3283106 7.5924690 8.8328486 13.3340509 5.7374596 NA 9.7307157 11.0459440 11.5148073 11.7752786 11.3224703 10.3998242 10.4726859 5.4327256 5.4508714 10.8325933 9.1218831 8.5340865 6.6207975 13.4099331 2.4508813 1.9362893 4.8013708 3.2988636 13.7989427 11.6406976 8.2137531 8.2761500 10.9693295 10.1842273 10.7491647 9.6613009 10.1275354 NA 1.7139157 NA 10.9610437 8.3790777 11.8160253 7.6046785 2.1289532 10.1247121 7.8397512 11.2764679 6.1289450 8.6873655 9.2361620 TCGA-P4-AAVK 74 0 NA 1590 kidney NA NA NA NA 19-3-2015 male 2010 NA yes 100 kidney papillary renal cell carcinoma yes NA 1951 white hispanic or latino 432.22.0 1 2 NA NA 3 1 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 16.2829863 12.1346968 10.2049957 15.0265901 9.6444254 9.4586744 7.5196701 10.4509671 9.4176395 11.5089657 7.7820324 6.6698106 4.5412236 13.6678873 NA 0.6585543 2.9065058 11.0347089 11.4960951 10.3332171 9.3087377 9.8446978 11.8865002 9.3221416 10.8622373 8.4578651 9.6243678 9.8108683 5.4379734 0.00708260 0.00708260 -0.01785100 0.00444110 0.70232000 -0.01711600 -0.03911000 -0.01019300 0.00708260 0.00708260 0.00791750 -0.00263220 -0.80236000 -0.01285100 0.00444110 -0.00771900 -0.00027724 -0.00027724 -0.00733390 -0.01642900 -0.00830050 -0.00830050 -0.00705760 -0.00705760 -0.01629200 0.66346000 -0.03911000 -0.03572100 -0.08559000 0.10244000 0.08672400 0.000 0.000 0.000 0.000 0.678 0.678 0.000 0.000 0.000 0.663 0.663 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.668 0.668 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.702 0.702 0.000 0.000 0.000 0.000 0.102 0.102 0.000 0.000 0.000 0.000 0.678 0.678 0.000 0.000 0.000 0.663 0.663 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.668 0.668 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.702 0.702 0.000 0.000 0.000 0.000 0.102 0.102 8.8777519 9.2815504 8.9312132 10.3318925 9.9005666 3.9065154 9.7579313 6.9159714 15.5107228 3.8680348 13.4408139 12.3424554 13.3424553 4.5165636 13.0616621 7.6864893 10.0122816 13.2093904 9.8539557 4.2732921 6.7084314 13.6678873 7.8849959 13.0084867 9.9082895 9.1594253 7.7878667 12.6384552 4.5654753 7.2284387 NA 0.2435472 7.7111514 6.2131723 10.1154512 12.0081412 11.5632181 2.2435472 11.7053665 10.3248075 11.4894948 9.4284213 NA 9.4859261 6.8184544 4.2732921 8.8260015 9.0238123 8.3380638 5.8754262 7.1663780 9.3015378 4.4399422 8.9241985 6.2435453 10.6750436 10.2011317 1.9805006 1.2435472 10.5586955 9.2897605 9.5907983 11.0287260 9.2668383 7.3167947 8.2341229 8.9962054 10.3637839 9.9133996 14.9977202 8.6835291 9.9731667 NA 8.4358882 7.3345406 10.1133968 -1.3415371 8.7981348 9.9560729 4.7029788 10.3607475 6.6415764 10.6401507 6.6698106 NA 1.9805006 11.9761374 11.1826354 10.7067297 NA 9.5118930 11.1151945 8.3830973 9.3813911 13.1160926 4.4597398 1.2435472 9.5833959 12.9153819 11.0347089 12.3868229 13.0084867 9.9082895 10.4795602 8.4787623 7.4659386 9.5013973 9.8064244 8.4787623 0.6585543 13.1286703 2.8285097 3.1821520 4.5654753 2.9805189 13.4451758 12.8690265 11.9374685 11.9900603 8.5774466 10.2519745 9.7206296 9.5952215 9.6380087 NA 4.7460440 NA 10.4715629 7.6980781 11.5074900 8.5922743 1.6586000 7.2246375 9.1454184 10.9652148 6.3932926 6.2879395 7.3380633 TCGA-P4-AAVL 85 1 487 NA kidney NA NA NA NA 19-3-2015 male 2010 NA yes NA kidney papillary renal cell carcinoma yes NA NA white hispanic or latino 432.22.0 2 3 NA NA 2 3 3 4 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 16.153824 11.028441 12.393402 13.011130 10.206955 9.828175 7.640677 10.329647 9.850131 11.772383 10.107429 7.489853 5.138176 14.737431 NA 2.138192 2.138192 10.104923 11.194792 10.686357 8.908566 10.429731 12.354114 10.791619 11.115934 8.504499 11.161007 9.664350 7.542523 0.00777830 0.00777830 0.72962000 0.00152550 2.08570000 0.81474000 1.96360000 -0.00843850 0.00777830 0.00777830 0.00777830 -0.00882680 -0.04224500 0.90553000 0.00152550 -0.00055444 -0.00055444 -0.00055444 -0.90783000 -0.03984400 -0.06622000 -0.06622000 0.02473000 0.02473000 0.03185900 0.01936300 -0.09353500 -0.01904000 0.09333000 0.10310000 0.10410000 0.000 0.000 0.000 0.000 0.740 0.740 0.000 0.000 0.000 0.000 0.000 0.720 0.720 -0.849 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.730 0.000 0.000 0.904 0.000 0.000 0.000 1.456 1.456 0.785 0.785 0.000 0.000 0.103 0.103 0.000 0.000 0.000 0.000 0.740 0.740 0.000 0.000 0.000 0.000 0.000 0.720 0.720 -0.849 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.730 0.000 0.000 0.904 0.000 0.000 0.000 1.456 1.456 0.785 0.785 0.000 0.000 0.103 0.103 8.061009 9.961544 10.940155 7.613910 9.962605 1.553213 10.305595 7.454081 15.520215 4.308099 12.489484 16.114771 13.466104 6.308102 12.982490 9.480992 10.459353 14.275969 9.281135 3.723143 5.702962 14.737431 6.630030 12.535317 9.705499 12.450871 7.160545 11.901389 5.483951 8.740566 1.553213 NA 8.863827 8.080691 9.4809923 11.5675837 11.7111929 -0.4467378 12.0821569 10.1456715 10.1979720 9.7393287 1.5532130 9.3180861 6.5755816 5.8011431 10.9689562 9.1116352 9.9982292 6.0429813 7.7281402 9.5304943 4.5532130 8.5783538 7.2185506 10.1353565 9.9626054 1.8751510 8.1789232 11.3737923 10.3549228 8.4601049 10.9768556 9.4735674 6.5976086 8.0689142 8.8728866 10.8575658 8.6893596 14.4117297 7.8477433 10.0208200 NA 7.0721433 7.0370307 9.8706270 0.5532622 7.5866372 9.8683641 2.5532130 8.7080327 4.3605680 10.9118656 7.4898528 -0.4467378 4.6406788 10.6617389 11.4381481 10.6219927 1.8751510 9.7256420 11.1775530 7.9583561 9.4795105 12.8358685 5.7197283 4.4601069 9.8694959 11.1484719 10.1049226 12.2779414 12.5353167 9.7054993 10.5139404 6.1825711 6.5644422 9.4323381 9.8941772 8.3081019 3.3605750 12.9431146 1.1381591 1.1381591 5.4839512 2.5532130 14.1569996 13.1063637 10.2203260 10.1586940 8.3924183 10.0904328 10.6286936 9.5755822 10.6921261 NA NA 4.2536565 10.3861044 8.8538644 12.3029289 8.2362089 NA 7.7479714 7.8706273 11.4216512 6.9369182 8.1230702 8.3573453 TCGA-P4-AAVM 69 0 NA 1539 kidney NA NA NA NA 19-3-2015 male 2010 NA yes NA kidney papillary renal cell carcinoma yes NA NA white hispanic or latino 432.22.0 1 2 NA NA 3 1 1 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 16.595024 11.913603 10.789075 14.759433 13.408239 9.657969 6.815069 10.141571 8.284873 11.603076 6.077341 2.837782 2.422744 12.460299 NA NA 1.422771 11.700815 11.801734 10.250360 8.982448 10.684064 11.912935 9.325630 10.588497 7.930547 9.015210 10.021425 7.447929 0.00471900 0.00805670 0.84534000 -0.00595220 -0.00401620 0.00694310 0.00833510 -0.00083160 0.00471900 0.00471900 0.02595200 0.84061000 -0.00526100 -0.00328570 -0.00595220 -0.00027724 -0.00096663 -0.00096663 -0.00013862 -0.00664320 0.00485790 0.00485790 0.00000000 0.00000000 0.00000000 0.83900000 0.00833510 0.00833510 -0.00415460 0.07239600 0.03087300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.839 0.839 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.841 0.841 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.839 0.839 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.841 0.841 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.3236193 9.6611572 9.7189039 10.8363804 9.6370715 3.7446778 9.6643385 7.0077147 14.9194398 2.4227443 13.4787127 9.4616714 12.8568594 3.2972208 13.7631590 9.0642022 10.0226653 12.5822034 9.4283769 2.4227443 7.8656962 12.4602994 8.1731804 12.8273619 10.0557477 7.0077147 8.6322057 11.9948210 3.6451483 5.9875369 NA -0.1621375 7.7566531 5.9875369 10.0102174 11.5763045 11.3455846 -0.1621375 12.0785813 10.1057471 11.3351428 9.2703318 NA 9.5859827 2.6451483 3.0077158 9.5657105 8.0617919 8.0617919 5.0033009 7.3376362 9.2128295 2.4227443 8.9619112 6.8601583 10.7484327 9.3013144 -0.1621375 0.8377818 10.3386319 9.0951778 9.3827543 10.6370716 8.9593236 6.8712128 8.5031257 8.3730652 9.9989218 9.4816461 14.1539300 6.4807805 9.9146056 NA 8.8440881 5.7919859 10.5425582 NA 9.1045765 9.9463145 3.6451483 9.2380505 6.8490172 10.5691090 2.8377818 NA -0.1621375 11.9960841 10.9404219 10.2879702 NA 9.3416158 10.3933377 8.3094650 9.1069167 13.2724182 4.4566156 NA 9.7948920 12.6240596 11.7008147 12.3870933 12.8273619 10.0557477 10.1843037 8.7204331 7.4524999 9.3754743 10.1809757 8.5859829 0.8377818 13.1437092 -0.1621375 -0.1621375 3.6451483 3.6451483 13.2908175 12.5845142 11.7674182 11.8872982 7.7685271 10.1909368 9.8670771 9.7506794 9.0201844 NA 0.8377818 NA 10.9159408 7.6027278 10.7668634 8.9515321 NA 5.5102151 8.8293117 10.8991611 7.2041123 7.3216062 6.9038794 TCGA-P4-AAVO 69 0 NA 2400 kidney NA NA NA NA 19-3-2015 male 2008 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 432.22.0 1 2 NA NA 4 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 16.7990163 13.4066399 13.8816108 13.9119631 3.8052409 9.0042584 6.9536319 10.1102382 9.9358968 11.2100982 8.0186915 7.2292668 2.2202680 12.2470781 NA -0.1015981 3.7057015 7.5987895 11.4945164 10.1651365 8.8583519 9.8799172 11.5390468 7.9911068 11.5299817 6.7185288 8.7594368 9.6976315 5.4815088 0.00000000 0.00000000 0.00319100 -0.00277070 -0.00946100 0.01670500 0.02777800 -0.98730000 0.00000000 0.00000000 0.00000000 0.00319100 0.00041593 -0.00277070 -0.00277070 0.00444110 0.00444110 0.00285140 -0.00290910 -0.97637000 -0.00083160 -0.00097017 0.00069327 0.00069327 -0.01560400 0.96124000 0.02777800 0.04358200 -0.13432000 0.00722170 0.01042400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.913 0.913 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.901 0.000 -0.134 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.913 0.913 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.901 0.000 -0.134 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.881343 9.700866 10.166307 10.136755 9.169813 1.898363 9.805241 6.887034 14.595372 2.220268 12.943427 8.999012 12.071090 2.483313 13.794398 9.979168 9.912370 13.113580 9.464404 1.483313 6.692766 12.247078 7.078259 14.087943 9.583099 6.452938 6.653238 11.961745 5.875630 8.032776 NA NA 7.805240 6.220278 9.6797097 10.9617450 12.1465740 NA 11.3756022 8.9290172 11.9172456 8.9963820 NA 9.4682055 5.9207173 2.8983438 8.4908068 8.3495612 7.8467171 4.9858146 6.8408648 8.6895127 6.7687150 8.3781301 6.4375091 9.1604448 10.3423295 2.2202680 8.3536770 10.4179861 9.1604448 9.5075287 10.6473813 8.5953175 5.6532378 7.9590456 7.6992497 9.9234894 10.0067045 13.7299541 6.3653041 9.5385948 NA 7.3495608 5.8525457 13.3198836 NA 7.7057050 9.6648789 6.5848498 9.9688063 3.2202835 10.5222315 7.2292668 7.6057091 2.8983438 10.3350615 11.6022535 10.4404145 -0.1015981 9.1767995 10.1883688 7.3902034 8.8641341 13.9104506 4.2796347 3.3577772 8.8022317 12.5442335 7.5987895 13.0279549 14.0879429 9.5830986 10.8641342 6.9207173 8.2559020 9.2250042 10.1918216 8.2602939 -0.1015981 14.0460319 -0.1015981 -0.1015981 5.8756302 0.8983245 14.4870376 13.2388955 10.6574059 11.5422061 8.1557376 9.9317729 10.0250544 9.2292668 10.0430081 NA 3.8983535 -0.1015981 10.9657843 8.3858684 10.8093673 7.7809931 1.4833128 6.7563308 9.0582212 10.8597996 7.0068747 7.3412938 7.4982628 TCGA-PJ-A5Z8 60 0 NA 391 kidney stage i t1a nx m0 19-3-2015 female 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 299.44.0 1 1 1 5 4 3 3 4 3 2 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 5 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1.907407e-06 6.589225e-07 16.434278 11.168483 12.167248 12.187324 10.858077 10.146725 8.891105 10.832346 7.346452 11.734747 7.851564 9.095294 3.946843 13.094266 NA 2.199625 4.092698 11.827535 12.443196 10.616559 6.900050 10.780811 12.506323 10.047786 10.552757 8.794201 9.239313 9.179342 8.294630 0.00055459 -0.00097017 0.00000000 0.00083195 -0.00235530 0.03270400 0.03031000 -0.45447000 -0.00097017 -0.00097017 -0.00097017 0.00000000 -0.00484610 0.00083195 0.00083195 -0.00110870 -0.00110870 -0.00110870 0.02048300 0.00360760 -0.48659000 0.00930980 -0.48127000 -0.47754000 -0.46557000 0.02216400 0.03031000 0.03031000 0.04259000 -0.05967300 -0.05967300 0.000 0.000 0.000 0.000 0.500 0.500 0.000 -0.478 -0.466 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.470 -0.470 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.500 0.500 0.000 -0.478 -0.466 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.470 -0.470 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.029786 8.885110 10.328525 7.874055 10.656698 4.677660 10.460698 6.709668 16.047800 6.193155 13.367521 13.447750 13.544223 5.380941 12.774339 10.055814 10.210838 13.039939 9.281759 7.696036 8.135407 13.094266 8.108218 12.895398 10.733774 9.671866 8.686876 12.498409 7.436650 5.835199 NA NA 9.930444 7.120176 10.5693635 10.9461247 11.1649824 5.5820802 12.7003811 10.2980184 10.7307133 10.4427843 -0.0228300 10.5965208 4.7321064 7.3021481 9.7124919 8.7651206 10.9696842 4.6960383 8.1488116 8.9837777 5.6868759 10.2088391 3.3922487 10.6041437 8.8069407 5.6306588 7.3950705 10.8108987 9.5464406 8.6378080 11.4960350 9.6449209 8.6126337 8.9000502 9.3493575 11.3731090 8.8300074 13.4289442 6.5788648 10.6240766 NA 7.5033909 9.0078851 9.3894350 NA 8.9138558 9.5150834 5.7931338 8.0088045 8.6413690 11.0170509 9.0952939 NA 0.9772433 9.9668489 10.9965770 10.1558828 1.1996252 9.5690518 10.7643043 8.3623612 9.6885981 13.5048578 5.3763876 -1.6077925 10.4613695 12.5753480 11.8275350 12.4372471 12.8953979 10.7337743 10.0513595 8.7498074 7.7824243 9.8025054 10.5134652 9.4097598 4.5420042 12.7775112 4.1736152 4.2251438 7.4366499 5.9544988 13.3900047 12.5013515 9.7909991 11.1254826 10.0774422 10.7593971 10.0805058 10.5401694 10.5752704 3.1471439 0.7142235 NA 10.8539907 8.0584264 10.6341314 7.8414040 -0.6077925 8.7574844 8.0629118 11.7092440 7.1030622 8.5857809 7.7737986 TCGA-PJ-A5Z9 80 0 NA 540 kidney stage i t1b nx mx 19-3-2015 female 2012 NA yes NA kidney papillary renal cell carcinoma yes 25 1960 white not hispanic or latino 299.44.0 3 3 1 1 2 2 2 3 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 2.046128e-06 7.629629e-07 16.201792 12.039365 11.758419 13.814972 8.976925 9.685876 6.877390 10.649785 9.850385 11.823637 8.744417 8.526941 2.829017 13.114323 NA 1.369606 4.761913 11.514571 11.654326 10.485288 8.403018 10.569880 12.202089 9.685876 11.149314 8.378023 10.426232 9.331044 7.088915 0.7941300 0.7987800 0.8591800 -0.0083005 0.8500800 0.8260800 -0.0164290 -0.0156340 0.7941300 0.7941300 0.7887900 0.8463200 0.0026357 -0.0083005 -0.0083005 -0.0089906 -0.0089906 -0.0126490 0.0000000 -0.0067813 -0.0058410 -0.0058410 -0.0030475 -0.0030475 -0.0051227 0.8362800 -0.0164290 -0.0164290 -0.0179410 0.2280800 0.2280800 0.000 0.000 0.000 0.000 0.843 0.843 0.000 0.000 0.000 0.836 0.836 0.826 0.826 0.000 0.000 0.000 0.000 0.000 0.000 0.834 0.834 -0.875 0.000 0.794 0.794 0.859 0.859 0.000 0.000 0.000 0.000 0.000 0.000 0.850 0.850 0.000 0.000 0.000 0.000 0.228 0.228 0.000 0.000 0.000 0.000 0.843 0.843 0.000 0.000 0.000 0.836 0.836 0.826 0.826 0.000 0.000 0.000 0.000 0.000 0.000 0.834 0.834 -0.875 0.000 0.794 0.794 0.859 0.859 0.000 0.000 0.000 0.000 0.000 0.000 0.850 0.850 0.000 0.000 0.000 0.000 0.228 0.228 8.320879 9.475503 9.009840 10.329596 10.400262 1.691534 10.453739 7.857434 13.943715 3.893158 13.188876 10.571106 13.420633 2.954550 11.871183 6.829026 10.224463 13.753164 8.170494 4.013453 6.488536 13.114323 7.897072 12.004179 9.731538 7.881347 7.559419 12.079971 5.539519 8.995303 NA NA 10.378023 7.544520 9.7619120 11.4712420 11.2310692 0.9545686 11.4184219 9.9116591 10.7900811 9.4316407 -0.6303939 9.2734763 6.7005119 5.3695956 9.3382613 8.3919623 8.2764850 4.1769530 8.4139888 9.4289390 5.4356853 8.6198931 6.5594184 9.8534103 10.1945532 3.8931583 6.4356836 10.1269846 9.3497341 10.3003319 10.9606493 8.8083863 5.7446347 9.5218793 7.6960237 11.0201976 9.1493140 14.8035711 6.6402175 10.3660680 0.3696061 7.1170488 6.2150845 10.1889754 2.3696061 7.8125380 9.5631198 7.4676267 9.3540131 4.3237880 10.9592457 8.5269413 NA 3.9545593 9.5839137 11.0503935 9.9833840 -0.6303939 8.4623518 10.6234420 8.6269822 9.3324904 12.6851687 6.3797024 4.8614492 10.0691670 11.9783114 11.5145714 12.2764851 12.0041787 9.7315383 10.3475899 6.7446334 7.0769534 9.3126513 9.4437359 7.7315383 3.6915230 13.2776118 -0.6303939 3.7619129 5.5395187 2.1769610 13.2475899 12.6578839 11.2663053 11.4676266 8.9280152 9.7381010 10.2936648 9.3179618 10.0295904 NA -0.6303939 NA 10.2119449 8.6288199 10.9822696 8.2613780 NA 6.3121097 8.3611165 11.3741662 7.6596135 7.5091455 8.3468745 TCGA-PJ-A8JU 81 0 NA 380 kidney stage i t1a nx mx 19-3-2015 female 2013 NA yes NA kidney papillary renal cell carcinoma yes 5 1965 white not hispanic or latino 376.31.0 NA 2 3 6 NA NA 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-Q2-A5QZ 61 0 NA 428 kidney stage iii t3a nx mx 19-3-2015 female 2012 NA yes 100 kidney papillary renal cell carcinoma yes 15 1998 black or african american not hispanic or latino 299.44.0 4 2 3 5 4 1 3 4 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 2.843771e-06 1.664646e-06 16.5696741 12.9315476 10.3011394 13.5329719 9.5516225 9.9067810 5.4299072 9.0713224 8.3702720 11.4136228 8.5143061 6.6464809 6.1256490 12.2156929 -0.7197563 0.2801249 4.0350432 10.3422056 9.6638637 9.4222664 5.8347491 7.9771271 12.6541121 7.8231914 10.3163330 6.9525852 9.4822832 9.6410066 5.5560983 0.131760 0.599650 0.239410 0.105150 0.136610 1.010400 -0.593390 -0.619090 0.131760 -0.628340 -0.636400 -0.642590 -0.617060 0.151620 0.105150 3.072600 -0.249920 -0.249920 -0.074358 -0.332460 0.103700 0.108070 0.162230 -0.628280 0.122580 0.000000 -0.593390 -0.617360 -0.635360 -0.143100 -0.139460 -0.195 -0.332 0.000 0.101 0.000 0.000 -0.597 -0.612 0.114 0.000 0.000 0.298 0.941 -0.617 -0.617 -0.617 -0.617 -0.619 -0.480 0.195 0.195 0.134 -0.635 0.132 0.132 -0.395 0.239 -0.614 -0.614 0.105 0.105 3.083 3.407 0.137 0.137 0.000 0.338 0.000 0.000 -0.142 -0.142 -0.195 -0.332 0.000 0.101 0.000 0.000 -0.597 -0.612 0.114 0.000 0.000 0.298 0.941 -0.617 -0.617 -0.617 -0.617 -0.619 -0.480 0.195 0.195 0.134 -0.635 0.132 0.132 -0.395 0.239 -0.614 -0.614 0.105 0.105 3.083 3.407 0.137 0.137 0.000 0.338 0.000 0.000 -0.142 -0.142 7.162802 12.040048 7.959640 9.817378 8.868874 1.865127 11.027933 7.973646 16.736570 7.168903 13.250086 12.817256 12.402826 6.008079 10.173461 9.666022 10.850964 13.950484 9.718951 3.367623 7.162802 12.215693 7.846214 13.564188 8.959639 9.068062 4.803723 11.068878 5.672476 6.291386 NA 2.450089 10.425455 7.087515 8.5161736 10.5776490 9.9517006 1.6020767 9.7085196 8.2801592 11.8552259 8.0971430 NA 8.1990225 2.7395889 4.0350432 8.1098824 6.7720123 9.1930487 5.6895508 8.0148691 9.2545740 4.9806012 7.0283526 6.4896136 9.5446021 10.5649835 4.4500829 9.4145857 9.4055729 9.0810594 9.8566439 10.0541228 7.4847303 4.2343557 7.6421030 8.6421033 10.8299441 9.5029543 14.2108044 7.9859301 8.3965033 -0.7197563 7.1422388 7.5701783 11.4538366 NA 2.4500895 8.5257122 7.6767646 9.8791424 5.4299072 10.8318677 6.6464809 0.2801249 NA 10.4743007 12.2288917 9.8754169 0.2801249 8.5233334 9.1945446 7.3886838 9.5736311 12.6542480 4.8627142 0.2801249 8.6959013 10.7246568 10.3422056 12.4173107 13.5641882 8.9596395 10.5793674 6.2108973 6.3135833 10.4629697 8.0549467 7.0283526 2.6020767 13.1773431 2.7395889 NA 5.6724763 NA 14.8288402 13.0924370 10.6692530 10.3496092 9.0333762 8.7720126 10.2927839 8.2801592 8.7997958 NA NA 0.2801249 10.0574148 9.0880618 11.5899001 7.0875148 NA 9.0631578 8.2108968 10.9325563 4.9525852 5.5839402 9.1566765 TCGA-SX-A71R 51 0 NA 1457 kidney stage i t1a n0 m0 19-3-2015 male 2010 NA yes 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 344.34.0 2 3 2 3 2 2 2 3 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 16.355770 12.324498 13.314147 13.345003 7.413547 9.420162 7.865243 9.673706 10.746044 10.829413 10.935406 7.583472 2.133432 13.592285 NA 4.133440 3.718405 11.476466 10.821894 9.838824 8.694591 10.321851 13.124151 10.603371 10.367743 8.283186 11.730427 10.397546 9.568365 0.00930980 0.00930980 0.06193700 -0.03539000 1.57690000 0.73644000 -0.08078100 -0.08399700 0.00930980 0.00930980 0.00930980 0.06193700 0.02104300 0.00000000 -0.03539000 0.00083195 0.00083195 -0.01097200 -0.02876500 -0.02205800 -0.02233200 -0.02233200 -0.01972600 -0.01972600 -0.03762600 0.73814000 -0.08078100 -0.07521100 -0.08598800 0.09783300 0.09783300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.738 0.738 0.736 0.736 0.000 0.000 0.000 0.000 0.000 0.000 0.738 0.738 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.562 1.562 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.738 0.738 0.736 0.736 0.000 0.000 0.000 0.000 0.000 0.000 0.738 0.738 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.562 1.562 0.000 0.000 0.000 0.000 0.000 0.000 8.821939 10.319730 9.918541 9.409563 10.583472 3.026517 9.782439 8.084307 14.237991 4.370478 11.855515 10.344284 14.269515 4.080973 12.406735 6.984295 10.566279 13.273447 9.621853 3.911049 7.853561 13.592285 8.328899 11.214066 10.296909 6.220903 7.439826 11.729096 6.657001 8.084307 4.718400 1.911040 8.345675 7.841784 8.5159087 11.7964887 12.0145530 2.1334320 11.5754939 10.2041350 10.2117804 10.9531619 -0.6739229 10.1645002 6.8417845 3.5740167 10.0029227 8.7957260 9.2314711 4.4960085 7.6389673 8.5975472 4.2802808 8.8902336 6.8883268 9.5097194 9.8603870 3.0265168 4.7523472 10.8471937 10.1430677 9.0926129 10.6270086 10.3317086 6.1840660 8.7141012 8.4028995 11.2404692 9.3246180 14.9407077 8.1597967 9.8845048 NA 7.8970026 6.7011234 10.4015633 2.1334320 7.0403292 8.9241367 3.6480167 8.6366968 4.8496440 10.9366476 7.5834717 NA 2.1334320 10.6720437 11.5115790 9.8467028 -0.6739229 10.1637121 11.7304274 7.7141012 8.3317088 12.5148275 7.3045083 3.7855192 9.3636310 11.4171889 11.4764660 11.8025771 11.2140662 10.2969090 10.5591045 6.7011234 6.4450248 10.0571401 9.3840757 8.6298648 2.6480052 12.8622099 1.3260771 -0.6739229 6.6570011 4.3704782 13.1197199 11.6937719 9.9993932 10.0683935 8.3704782 9.9306373 10.3595071 9.3608831 10.3718437 0.9110396 -0.6739229 NA 10.0488916 8.7237159 12.7869840 8.5059933 2.3260771 7.0742774 8.3512237 11.7873077 7.0809720 8.3176057 8.7814112 TCGA-SX-A71S 66 0 NA 1443 kidney stage i t1 nx m0 19-3-2015 female 2010 NA yes 90 kidney papillary renal cell carcinoma yes 20 1970 white not hispanic or latino 344.34.0 2 3 NA NA 2 2 3 4 2 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 16.455291 10.686901 13.242558 12.833525 6.588497 10.459490 8.766571 10.674628 10.170156 11.737527 9.444518 9.743256 3.179113 14.212787 NA 2.916075 6.259480 10.600119 11.823595 10.535925 9.494256 10.919449 12.722460 11.011469 10.916354 8.390183 10.203322 9.387747 7.942739 4.1632e-03 4.1632e-03 1.3772e-02 -1.4057e-02 9.1114e-01 8.4830e-01 -4.7124e-02 -8.9906e-03 4.1632e-03 4.1632e-03 4.1632e-03 1.8841e-04 3.3299e-03 -1.5840e-02 -1.4057e-02 -9.2676e-03 5.9643e-05 3.3299e-03 -3.6011e-03 -6.0904e-03 -3.1859e-03 -3.1859e-03 4.1593e-04 -1.0765e-02 -8.4385e-03 -2.0138e-02 -4.7124e-02 -4.7124e-02 -3.4631e-02 6.2794e-02 6.2794e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.848 0.848 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.898 0.898 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.848 0.848 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.898 0.898 0.000 0.000 0.000 0.000 0.000 0.000 9.714382 9.046385 9.127473 9.234389 11.515055 2.842074 10.729532 6.093989 14.468333 3.723428 13.200896 11.035791 14.400920 4.349033 12.520254 7.813312 10.578918 14.400139 8.770317 4.427036 8.796267 14.212787 9.591323 11.909718 10.645353 8.862101 8.736251 12.680114 6.433347 8.904757 1.594166 -1.405834 9.688881 8.075943 10.2550310 11.6774568 11.7153535 -0.4058337 12.9699977 11.0804760 9.8644391 10.8447382 NA 10.5392217 6.7740530 5.1177075 9.2911113 10.1058965 8.5584846 3.9160753 7.8060321 8.9735220 4.3490326 9.9982209 6.7182657 9.9902133 9.2577018 2.1790970 3.9864655 11.1991602 10.1692102 8.1582931 11.5165423 10.8835863 6.5130075 9.3926156 9.2198527 11.4025046 9.5937351 14.9762442 4.4743387 10.5237721 -1.4058337 7.7035569 7.2841421 9.9571833 0.5941663 9.3812302 9.9918184 7.8772320 9.4942558 5.9864610 11.7416667 9.7432558 5.9778477 2.6816067 8.7195572 10.6060698 9.4675878 NA 10.4474533 12.4521247 9.3049502 9.6835942 13.4494989 6.3853724 0.1791288 10.5029116 11.9518332 10.6001191 12.3082819 11.9097179 10.6453527 9.9500454 9.2180253 6.9115562 9.2059616 10.6799481 9.0360505 0.5941663 12.6515432 1.9160562 2.5941424 6.4333467 6.1866016 13.2999370 12.3898790 9.9778480 10.6944776 8.8157307 11.1100899 9.9789275 10.5971943 10.6746282 0.1791288 1.7640489 NA 10.2487798 7.4191343 11.2711895 9.8696864 -1.4058337 6.9907484 8.1847306 11.7375270 7.5337230 8.9013445 8.1058965 TCGA-SX-A71U 57 0 NA 1005 kidney stage i t1a nx m0 19-3-2015 male 2011 NA yes 100 kidney papillary renal cell carcinoma yes 15 1996 white not hispanic or latino 344.34.0 2 3 1 2 2 2 2 3 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 16.39896552 11.47309648 13.34641877 13.84814111 10.23405230 10.01044446 8.21016479 10.23526669 9.18775859 11.43845661 9.16411901 8.13668460 2.34227027 13.32112198 0.02034218 1.82769710 3.41265960 10.67094343 11.30896723 10.21386584 9.05376355 10.57348975 12.70135919 10.07154938 10.90603682 8.94959884 10.44503161 9.55172191 7.41046662 0.00599590 0.01416500 0.00677940 -0.00348760 0.73053000 0.68381000 -0.04890800 -0.01039500 0.00924470 0.01416500 0.01416500 -0.00343370 0.01528200 -0.00348760 -0.00348760 0.00039106 0.00039106 0.00039106 -0.01315100 -0.01370200 -0.01301400 -0.01301400 -0.00680610 -0.00680610 -0.01782800 0.68921000 -0.04890800 -0.04890800 -0.04457500 0.12576000 0.12576000 0.000 0.000 0.000 0.000 0.714 0.714 0.000 0.000 0.000 0.689 0.689 0.684 0.684 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.731 0.731 0.716 0.716 0.000 0.000 0.126 0.126 0.000 0.000 0.000 0.000 0.714 0.714 0.000 0.000 0.000 0.689 0.689 0.684 0.684 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.731 0.731 0.716 0.716 0.000 0.000 0.126 0.126 9.046864 9.251562 9.589247 8.741440 10.987567 4.878323 10.173259 8.210165 14.711321 4.064736 13.445228 10.533575 13.895466 3.543904 12.307764 7.324121 10.234660 13.337046 9.701579 5.170089 8.273006 13.321122 8.857968 12.218325 10.304586 7.282435 8.028769 12.521804 6.210165 8.342268 5.020342 NA 7.656965 7.107803 9.60154109 11.49125345 11.22735475 0.60530468 12.30963892 10.54732865 10.29762786 10.39700853 0.02034218 10.30632058 6.65696537 5.92723040 8.88916291 9.25755049 9.46120971 4.91394732 7.68922577 9.07426646 4.57493103 9.46638995 6.76180784 10.33605605 9.35013675 3.87832317 6.80170060 10.78976511 9.78022856 9.86818084 11.09012585 9.87442967 8.29180337 7.82124017 8.60342309 10.74996116 9.08226509 14.54980150 7.50117080 10.19464200 -0.97965782 7.92548679 7.41694527 10.92744895 1.34227027 8.38009001 9.66779883 5.14962520 9.33095317 6.23950879 10.78230715 8.13668460 NA 2.82769710 10.52863041 10.62443030 10.39320552 -0.97965782 9.72856221 11.35740481 8.61092738 8.89685731 13.12289033 7.35925496 2.19026718 9.53604027 12.11425314 10.67094343 12.44201083 12.21832499 10.30458622 10.27477858 8.53011562 7.38666267 9.75013968 10.18273177 8.69276578 2.92723278 12.93098317 2.19026718 3.66419837 6.21016479 4.69276752 13.01297613 12.27182287 10.62025328 10.94032101 8.53997688 10.46948910 9.87052732 10.12034572 10.01469394 1.34227027 0.02034218 NA 10.49658039 8.78996329 11.35746332 9.14446171 0.60530468 7.54781764 9.19651361 11.45470803 7.34226850 7.37789245 7.44240529 TCGA-SX-A71V 80 0 NA 876 kidney stage i t1 nx m0 19-3-2015 male 2011 NA yes 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 344.34.0 4 3 NA NA 3 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 16.4989591 11.8921726 13.0762535 14.7207950 12.1858134 9.8729699 8.3745274 10.7379720 9.6976361 11.4493151 8.8763236 8.0736039 3.0267824 13.1925973 -1.1430541 0.8568662 4.6382187 12.0983944 12.1114468 10.1236446 8.7440787 11.0958598 12.8091443 9.6242150 10.8487341 8.4267138 9.5779573 9.4181461 7.0599122 0.6077400 0.6077400 0.6335800 -0.0067814 0.6581100 0.6227900 -0.0423810 -0.0045695 0.6077400 0.6077400 0.6077400 0.6375400 -0.0167040 -0.0023553 -0.0067814 -0.0077482 -0.0077482 -0.0077482 -0.6977600 -0.0026322 -0.0040122 -0.0040122 -0.7156800 -0.0023553 0.0026357 0.5773700 -0.0423810 -0.0423810 -0.0226060 0.1658000 0.1778400 0.000 0.000 0.000 0.000 0.638 0.638 0.000 0.000 0.000 0.577 0.577 0.623 0.623 0.000 0.000 0.000 0.000 0.000 0.000 0.635 0.635 0.000 0.000 0.608 0.608 0.643 0.643 0.000 0.000 0.000 0.000 0.000 0.000 0.658 0.658 0.000 0.000 0.000 0.000 0.178 0.178 0.000 0.000 0.000 0.000 0.638 0.638 0.000 0.000 0.000 0.577 0.577 0.623 0.623 0.000 0.000 0.000 0.000 0.000 0.000 0.635 0.635 0.000 0.000 0.608 0.608 0.643 0.643 0.000 0.000 0.000 0.000 0.000 0.000 0.658 0.658 0.000 0.000 0.000 0.000 0.178 0.178 9.0589818 9.5416066 9.4743255 10.1827257 10.7391190 4.6117449 10.2972082 8.2055861 14.8820192 3.5007128 13.8469620 9.5753910 13.7055299 1.8568662 12.4670755 8.6316453 10.3527131 13.1237910 9.8659868 5.2662506 7.0466831 13.1925973 8.5345776 12.3836018 10.0669205 7.3406735 8.0091428 12.7217213 5.5007128 8.5745345 4.3487140 -0.1432135 9.3467061 6.8624824 10.4925762 11.5915676 11.6308214 5.7993723 12.0638724 10.2378602 10.7633729 10.0473001 0.8568662 10.2367778 5.9443220 5.0466831 8.3666330 8.8722732 8.0589821 5.1575329 8.0442099 9.4502491 5.1606379 9.4934826 6.1606379 10.0305351 8.1583542 2.5572875 4.5572998 10.5481654 9.1434159 9.7824125 10.9608015 9.4916691 6.6382172 9.3557072 8.2427206 11.5594637 9.1386837 14.3256412 7.2009319 10.6626019 NA 7.4058724 7.6929084 10.4274965 -0.1432135 8.5433586 9.7241368 5.5007128 10.5999253 8.4323974 10.7352922 8.0736039 -1.1430541 1.6642097 10.6726416 10.7183327 10.1318185 NA 9.5221939 11.0361452 9.1514788 9.2841708 13.3830516 6.4342112 2.4418287 10.2925284 12.4853036 12.0983944 12.2272730 12.3836018 10.0669205 10.0123087 8.7256805 7.0711770 9.4246335 9.8434112 8.7287634 1.6642097 12.9749069 1.8568662 5.7637488 5.5007128 4.2144124 12.5469073 12.1236446 11.4309785 11.5756050 9.1083404 10.3750194 9.6666261 10.1554935 10.1905725 2.1787784 1.6642097 NA 10.1006271 7.4731497 11.8485340 8.9242923 0.8568662 7.5043161 8.3224244 11.8130527 7.0317833 7.5847784 7.6184090 TCGA-SX-A71W 66 0 NA 818 kidney stage i t1b nx m0 19-3-2015 male 2012 NA yes 100 kidney papillary renal cell carcinoma yes 14 1961 white not hispanic or latino 364.32.0 NA 3 NA NA 2 2 3 4 3 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 16.253394 11.223636 12.378181 14.093245 10.178281 10.052984 7.580403 10.452629 9.021795 11.948548 9.433041 8.827784 3.548930 14.213215 -1.538681 -1.538681 3.368349 11.767666 11.794182 10.581700 9.360819 10.727077 12.239436 10.324099 10.748020 8.435876 10.173129 9.477574 7.290518 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.0102839 9.4416013 9.9467880 9.1205658 10.6724375 3.7833938 10.3085191 6.9967367 14.5089053 3.7833938 13.2406682 12.3217729 13.7264908 4.3441041 12.1776200 8.5099488 10.5150484 13.5429453 7.9472909 3.9533118 7.0160505 14.2132151 8.3995710 12.1826678 10.3660965 8.6854637 7.8516310 12.8789188 6.4272458 8.5099488 0.4614238 -1.5386810 8.5248571 7.7399115 9.62950708 11.69013023 11.19447715 1.63138371 12.41611256 10.39256869 10.24486934 10.16925234 0.04642121 10.11071806 6.03889046 4.93719371 9.84029862 9.20797604 9.30459774 5.20292700 7.84732424 9.41420299 5.43874196 9.29751220 6.86234104 10.44908115 9.89295940 3.59074572 5.26881613 10.39699526 9.70582571 9.00449353 11.27844545 9.71826024 7.54361110 9.02561134 8.28164076 10.50448911 9.24936451 14.94927047 8.56520873 10.37172982 NA 8.04983929 6.67578065 10.71057529 2.78339379 8.52080644 9.76238636 5.49488598 9.11878019 4.81901412 10.64850454 8.82778410 NA 0.46142378 10.91858615 10.87403168 10.37435116 -1.53868100 9.62448240 11.10666991 8.63513911 9.22633343 13.47813957 5.97447884 0.78341475 9.90181195 12.06983218 11.76766597 12.37696780 12.18266784 10.36609650 10.58202378 8.51674443 8.25912322 9.26131807 10.11071806 8.86020551 2.54892977 12.68372847 2.54892977 3.74686093 6.42724579 4.16190380 13.26511167 12.40205072 10.82066236 11.28482907 8.27684511 10.35096580 10.18341543 10.12056578 10.11878032 0.46142378 -1.53868100 NA 10.53493401 8.25866920 10.77116838 9.26720570 0.46142378 7.19617128 8.83214918 11.52114430 6.97716198 7.78564209 8.03510920 TCGA-SX-A7SL 74 0 NA 823 kidney stage i t1a nx m0 19-3-2015 male 2012 NA yes 100 kidney papillary renal cell carcinoma yes 45 1967 NA NA 364.32.0 1 3 NA NA 2 2 2 2 2 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 16.297233 12.456921 13.898467 14.187203 10.776686 8.744312 8.123484 9.724860 8.896959 11.741357 9.988547 7.823670 2.521930 12.807322 NA 1.673918 3.052433 9.918049 10.939304 10.207642 9.010206 10.272348 12.289553 10.294509 10.873595 7.765623 10.549826 10.123484 7.586094 0.0000000 0.0294660 0.0471940 -0.0792100 0.0283410 0.7650400 -0.0853900 -0.0147780 0.0000000 0.0223950 0.0294660 0.0101460 0.0579390 0.0065262 -0.0792100 -0.9048700 -0.9048700 -0.9048700 -0.0325870 -0.0217840 -0.0087146 -0.0087146 -0.0140900 -0.0140900 -0.0559030 0.7154700 -0.0853900 -0.0825350 -0.1347100 -0.0376260 -0.0376260 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.669 0.669 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.708 0.708 0.000 -0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.905 -0.905 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.669 0.669 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.708 0.708 0.000 -0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.905 -0.905 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.4341441 10.0093133 10.7469933 9.4513426 10.4526572 4.3061893 9.8498467 7.8114267 13.1044800 3.3519957 13.0683856 8.1333544 13.6669320 3.0524333 12.4851370 6.2468128 10.4099866 13.7875349 9.8155192 1.3519675 7.6466156 12.8073220 8.0593542 12.2719754 10.1201792 6.0102069 7.2768074 12.6298634 5.5418184 8.4761159 0.9369677 1.9369677 9.9275341 7.0867042 8.9922399 12.1160370 11.5808135 NA 11.7218648 10.2952423 10.9147142 9.6580565 1.6739182 9.8804489 6.3854172 2.9369488 8.9922399 8.8930916 9.0748024 4.3963856 7.4605190 8.8236701 3.5219176 8.9958511 6.5614483 10.9003351 9.9085009 1.3519675 4.6373958 10.5747897 9.9685437 9.2528617 10.6631755 9.4683387 6.5118665 8.7117444 8.4180841 10.6546337 9.2896187 13.3475853 8.9120028 9.9209009 NA 6.9719217 5.6918440 10.2323436 2.5219302 8.3881684 9.3881684 3.4394636 9.2765253 0.3519675 10.6454665 7.8236698 NA -0.6479195 9.4979271 11.2794025 10.3778265 -0.6479195 9.3061911 10.1927728 8.3715854 8.8297532 13.3708904 8.0274228 3.3519957 9.3477620 11.5544248 9.9180488 12.1651748 12.2719754 10.1201792 10.6437411 8.0208800 5.8755565 9.4262702 8.8073221 9.0244203 NA 13.0033829 0.3519675 2.3519957 5.5418184 2.9369488 13.4235955 12.3565664 11.0748024 11.1805280 8.3881684 10.0358666 10.4683387 9.6851502 10.4819218 NA 5.9813504 NA 10.2573818 8.2961798 11.2093461 8.5017421 NA 6.2468128 7.9256423 11.6631755 7.0593542 8.1035391 8.5343893 TCGA-SX-A7SM 60 1 363 NA kidney stage iv t3a n1 m1 19-3-2015 male 2012 NA yes 100 kidney papillary renal cell carcinoma yes 40 1973 black or african american not hispanic or latino 364.32.0 1 2 2 5 4 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 16.7513641 11.9668016 11.8114726 14.3159730 12.5977373 9.6644693 8.7670784 10.3962085 10.1851495 11.6843964 8.6252347 8.3141726 3.7595820 13.2067532 0.1746621 2.9819805 2.7595820 10.3563949 11.9622914 10.4189852 9.3532862 10.4431634 12.4590118 10.2922645 9.8698497 9.1273627 10.6432454 9.7642725 6.8039774 0.00972760 -0.00332430 -0.01078400 0.00000000 0.16745000 0.03806500 0.01363200 0.02918400 -0.00332430 -0.00332430 -0.00332430 -0.00940460 -0.00678130 0.00000000 0.00000000 -0.00919600 -0.00919600 -0.00138580 -0.02753500 0.00079436 -0.01085800 -0.01085800 0.00430210 0.00430210 0.01396800 0.03185900 0.01363200 0.01838300 -0.71568000 0.00319100 0.00319100 0.000 0.000 0.000 0.000 0.641 0.641 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.721 -0.721 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.716 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.167 0.167 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.641 0.641 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.721 -0.721 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.716 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.167 0.167 0.000 0.000 0.000 0.000 0.000 0.000 9.087511 9.151901 10.340157 9.753937 9.955161 3.634047 9.976330 6.962524 15.220445 3.634047 13.193256 13.387726 13.508126 4.698185 12.953212 8.529972 10.051906 13.725729 10.730169 5.007509 8.420174 13.206753 7.847047 13.221660 10.125906 9.157615 8.081512 12.147960 6.117136 7.013825 4.532174 0.759582 8.621705 6.994800 9.188642 10.894010 11.545036 0.759582 12.297935 10.551832 11.694012 9.876794 NA 9.630976 6.617564 5.007509 11.619895 9.004344 10.671475 5.818334 7.789331 9.666475 3.344544 9.057265 5.698182 10.839513 9.989204 3.081510 6.117136 10.660954 9.784723 9.990805 10.930344 10.202527 6.888867 7.991605 9.405843 10.951466 9.436599 14.544048 7.640228 9.952699 NA 9.255719 6.825674 10.266718 NA 8.352041 10.059555 5.847047 9.423735 4.789333 10.846162 8.314173 NA 1.174598 10.987200 11.288364 10.568548 NA 9.752050 11.317686 8.216281 9.130271 13.748860 4.854100 0.759582 9.497676 12.006720 10.356395 12.638146 13.221660 10.125906 10.633541 8.309048 6.303905 9.526124 10.572296 7.638146 2.875053 13.390154 1.759582 1.759582 6.117136 4.929507 13.827608 12.699530 11.364446 11.510291 8.283146 10.563715 10.090501 10.068681 9.859370 0.759582 NA 2.496539 10.935757 8.106334 11.776497 9.012249 1.496565 7.814866 8.765209 11.536291 7.246084 7.314173 7.536565 TCGA-SX-A7SN 52 0 NA 578 kidney stage i t1b nx m0 19-3-2015 male 2012 NA yes 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 364.32.0 2 3 1 7 2 2 2 3 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 16.8595792 11.5061525 12.3629292 13.9636706 9.0063755 9.7383515 8.2557065 10.2823966 10.0977048 11.5746385 9.8514441 7.7479586 3.2497032 14.1186848 -0.6572177 2.1501697 5.8185515 10.8073631 11.4428521 10.5077243 9.5728378 10.7162263 12.5984361 11.0651980 10.6653089 8.2765078 10.4149500 10.1741246 7.9821220 0.01880300 0.01880300 0.14073000 -0.00041585 1.45340000 0.70645000 -0.01794100 -0.00055444 0.01880300 0.01880300 0.01880300 0.14073000 -0.00263220 -0.00041585 -0.00041585 0.00110930 0.00110930 0.00110930 -0.00166290 -0.00567570 -0.00124730 -0.00124730 -0.00055444 -0.00055444 -0.00498440 0.70457000 -0.01794100 -0.01794100 -0.01629200 0.12491000 0.12491000 0.000 0.000 0.000 0.000 0.000 0.000 0.732 0.000 0.000 0.705 0.705 0.706 0.706 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.141 0.141 0.000 0.000 0.000 0.000 0.000 0.000 1.453 1.453 0.000 0.000 0.000 0.000 0.125 0.125 0.000 0.000 0.000 0.000 0.000 0.000 0.732 0.000 0.000 0.705 0.705 0.706 0.706 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.141 0.141 0.000 0.000 0.000 0.000 0.000 0.000 1.453 1.453 0.000 0.000 0.000 0.000 0.125 0.125 8.848629 9.608432 10.157400 8.929657 10.203904 3.249703 10.404863 7.717857 15.569756 4.590746 12.891037 10.176498 13.462164 3.802245 12.712551 8.050176 10.481729 13.750284 9.902195 4.700368 7.162996 14.118685 8.438214 12.443151 10.135608 8.225461 8.004595 12.576886 6.365185 8.713505 4.590746 NA 9.024056 7.451342 9.7058570 11.9422653 11.5461654 0.3427823 12.0991652 10.3561401 10.6264845 10.2170302 1.9277827 9.7404920 7.6511565 5.5127420 9.7971166 9.2572025 10.0876511 5.4656970 7.6142807 9.5907448 5.4513430 9.6166130 7.3651851 10.1445257 9.8604867 2.8022553 6.9202457 10.8416666 10.0275660 9.2451923 11.0090414 9.8868158 7.0222979 9.2023521 9.2085507 10.5381895 9.1677761 14.8041049 7.2390896 10.1118287 NA 7.6968465 8.2705953 10.2361189 1.6647559 8.5375741 9.6782077 3.8022449 8.7795290 6.2735551 10.6832239 7.7479586 NA 0.9277448 10.6328362 11.3272358 10.1677761 NA 9.5607751 11.5507468 8.4772438 9.0063755 13.0247146 6.3656296 1.3428392 9.5461654 11.7973737 10.8073631 12.3377011 12.4431512 10.1356076 10.2831310 8.4249666 6.3315028 10.0237570 10.0519012 8.8266330 1.3428392 13.0961386 1.3428392 2.3428107 6.3651851 5.2970153 13.4869346 12.3705506 10.6037369 11.0410879 8.8954865 10.4136091 10.3293705 9.9012380 10.6241679 -0.6572177 0.3427823 NA 10.2444385 8.4304128 11.0778741 8.7836865 0.3427823 8.6848920 9.0501765 11.6823890 7.0432570 8.1757072 7.8185509 TCGA-SX-A7SO 64 0 NA 1175 kidney stage i t1b nx m0 19-3-2015 male 2011 NA yes 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 364.32.0 1 2 3 6 4 1 1 1 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 16.510103 13.073593 8.050637 15.329429 14.079750 9.465973 8.236398 10.812584 10.853891 11.541216 8.427843 8.383985 4.619589 12.659681 1.134155 2.397201 2.512682 11.602377 11.764387 10.624008 9.501357 10.497857 12.409237 10.887377 11.001748 7.894381 9.225860 8.985909 8.011095 -0.00055444 -0.00290910 -0.00027724 0.00000000 -0.00152430 -0.00871460 -0.02109800 -0.01601700 -0.00290910 -0.00290910 -0.00290910 -0.00474400 0.00083195 0.00000000 0.00000000 -0.00353800 -0.00353800 0.00000000 0.00624810 0.00527490 0.01112100 0.01112100 0.00319100 0.00319100 0.00249690 0.01293400 -0.02109800 -0.02109800 -0.00387790 -0.05320600 -0.05320600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.880 -0.880 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.888 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.880 -0.880 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.888 0.000 0.000 0.000 0.000 0.000 9.3040855 9.2088369 8.2798376 10.0216856 10.3484794 2.8996977 9.9440892 6.4046886 14.3019234 3.8996977 13.3486616 8.9168310 13.3987789 4.6195891 13.1341603 7.7281117 10.1626190 12.8061436 9.0801894 3.4560833 7.8996953 12.6596811 9.6123232 12.9525029 10.2960480 7.9440895 8.3239847 12.9310111 5.5935928 7.0168038 0.3971458 -0.1877072 9.0696200 6.5870199 9.9581644 11.3511487 11.4646291 1.8122518 12.2597030 10.5507468 10.9340895 10.0374397 6.3513916 10.1730793 6.8620806 3.5126694 7.4881896 9.9619794 6.2634439 4.2384965 8.0338194 9.7930858 4.8783232 9.3090861 2.6195773 10.6451222 9.8742784 1.6196008 5.4846570 11.0763816 9.6009506 9.6355995 11.2785637 10.1045539 8.4065567 8.4306177 8.1894426 10.5783470 9.5650394 14.6141679 4.6344539 10.3155611 -1.1877072 8.0536913 6.7547472 9.8129365 0.3971458 9.2839074 9.9148642 8.1894426 11.1612370 3.8566272 10.8763014 8.3839850 1.1341552 NA 12.7668830 11.4119127 10.3868258 NA 9.8422095 12.1420286 8.8648002 9.2849231 13.3453795 4.4578175 0.8122107 10.2520632 12.5443997 11.6023771 12.4773461 12.9525029 10.2960480 10.2618968 8.7070499 11.0066813 9.7631672 10.3663415 8.5299088 1.1341552 12.7903170 2.2716647 3.6195891 5.5935928 4.2716647 13.2104549 12.3194075 11.0008211 11.6459130 8.4046894 11.0831116 10.1205712 10.2458177 9.3943742 NA 5.1520820 3.5126694 11.5810369 7.7594601 14.0169646 9.6090830 -0.1877072 6.8178573 8.6592895 10.8870427 7.3475080 8.0743272 7.2593158 TCGA-SX-A7SP 66 1 496 NA kidney stage i t1b n0 m0 19-3-2015 female 2012 NA yes 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 364.32.0 3 1 1 2 3 1 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 16.627257 12.056520 11.417804 14.477985 8.237544 9.978535 8.455686 10.118172 5.673644 11.720126 10.149004 8.960010 4.382743 13.104568 -1.171693 2.287590 4.037602 11.357095 11.367719 9.916941 8.839380 10.793576 12.221409 9.788879 10.747761 7.755930 10.322008 9.986762 7.190141 0.01740400 0.01740400 0.62819000 0.00055459 0.63262000 0.60485000 -0.09564800 -0.00774820 0.01740400 0.01740400 0.01740400 0.59398000 0.01321300 0.00055459 0.00055459 0.00000000 0.00000000 0.00000000 -0.00802440 -0.01092200 -0.00761010 -0.00761010 -0.04631200 -0.04895400 -0.02370300 0.58524000 -0.09564800 -0.09564800 -0.04392900 0.11506000 0.11506000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.585 0.585 0.599 0.599 0.000 0.000 0.000 0.000 0.000 0.000 0.520 0.520 0.000 0.000 0.000 0.000 0.616 0.616 0.000 0.000 0.000 0.000 0.000 0.000 0.622 0.622 0.000 0.000 0.000 0.000 0.115 0.115 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.585 0.585 0.599 0.599 0.000 0.000 0.000 0.000 0.000 0.000 0.520 0.520 0.000 0.000 0.000 0.000 0.616 0.616 0.000 0.000 0.000 0.000 0.000 0.000 0.622 0.622 0.000 0.000 0.000 0.000 0.115 0.115 8.7514801 10.2486393 11.0828861 10.3033795 10.4469970 3.4131201 10.1955675 7.5526668 15.7408783 4.3827433 13.5719878 10.3230082 13.5896000 4.1500803 12.5043302 9.1868038 10.4588748 13.4869778 10.8494797 6.5355118 8.2010177 13.1045679 8.5005782 12.1724486 9.9438466 8.1455654 8.1768807 12.3037595 5.4428639 7.8196746 0.8281441 0.4131608 10.2004737 6.5076329 9.8601984 11.6191120 11.0923020 5.7823483 11.5080726 10.3084380 10.6355076 9.7470010 1.6355222 10.6523159 5.3200044 5.2375446 8.3673117 9.1123983 8.8505204 4.3200080 7.2332937 9.2118569 4.8281543 8.8969309 5.5696187 10.4131152 9.3200058 2.8281441 5.3980083 10.5880409 9.5483969 9.5389591 10.9801206 9.5594717 7.4354828 8.9275004 9.2845072 10.2809088 9.0253694 13.7568098 7.2619886 10.1478249 -1.1716934 7.5522910 8.0204455 12.4996617 1.9980872 8.6499265 9.8519070 6.0376063 9.3621054 8.8505204 12.3622123 8.9600098 -0.1718559 4.4720068 10.6338966 10.9823379 10.2638229 0.4131608 10.4187397 10.6302651 8.2396634 9.2161699 14.1187116 6.9586200 1.8281441 9.7559306 12.2133410 11.3570951 13.0070509 12.1724486 9.9438466 10.2674642 8.1433021 7.5181503 9.8967832 10.0278250 9.3497532 1.9980872 12.9798828 -0.1718559 3.1500884 5.4428639 4.7588894 13.9180868 12.3826216 10.8442645 10.8567494 9.7410420 10.7537071 10.1680026 9.8759582 9.6403299 -0.1718559 0.8281441 NA 11.4088823 8.4128899 11.6003972 8.6594601 0.4131608 8.3497532 9.2937190 11.3205066 6.5146525 8.0878961 9.0068175 TCGA-SX-A7SQ 48 0 NA 1266 kidney stage i t1 nx m0 19-3-2015 male 2010 NA yes 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 376.31.0 4 3 2 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 16.615368 11.744979 12.883150 13.928862 10.674453 10.005107 7.709184 10.367867 9.601622 11.652404 9.260935 8.293212 2.160178 14.196548 NA 5.387256 5.415001 10.592919 11.610277 10.200103 9.206567 10.986735 12.364647 10.480885 10.751624 8.450625 9.925360 9.346414 7.631936 0.1361600 0.1486800 0.8661200 0.8868600 0.8720900 0.8653300 -0.0016184 -0.0024938 0.1486800 0.1486800 0.1620500 0.8661200 0.0000000 0.8680000 0.8868600 -0.0120240 -0.0120240 -0.0120240 -0.0880590 -0.0048267 -0.0116110 -0.0116110 -0.0027707 -0.0077043 0.0019418 0.8681100 -0.0016184 0.0051359 -0.0105170 0.2728500 0.2728500 0.000 0.000 0.000 0.000 0.848 0.848 0.843 0.000 0.000 0.868 0.868 0.865 0.865 0.000 0.000 0.000 0.000 0.000 0.000 0.860 0.860 0.000 0.000 0.149 0.149 0.866 0.866 0.000 0.000 0.868 0.868 0.000 0.000 0.872 0.872 0.000 0.000 0.000 0.000 0.273 0.273 0.000 0.000 0.000 0.000 0.848 0.848 0.843 0.000 0.000 0.868 0.868 0.865 0.865 0.000 0.000 0.000 0.000 0.000 0.000 0.860 0.860 0.000 0.000 0.149 0.149 0.866 0.866 0.000 0.000 0.868 0.868 0.000 0.000 0.872 0.872 0.000 0.000 0.000 0.000 0.273 0.273 9.5241227 8.9687123 11.1663217 8.5803385 10.9298746 4.3731819 10.3099341 7.0844598 14.2405200 3.5587329 13.4183247 11.4961862 13.5993095 3.8300423 12.8420642 8.9628503 10.1027014 13.7261112 10.7590854 3.9102050 8.3959835 14.1965479 8.9102086 12.9419192 10.7712118 8.5048865 8.3837501 12.9851457 6.3942415 8.3080855 -0.2992052 -0.2992052 9.1395473 7.3337502 9.8543074 11.2953132 11.5247196 1.0226874 12.4171461 10.6132705 10.4354649 10.1011011 NA 10.3924988 6.2399135 3.7451513 8.6418029 9.2978767 9.8196964 5.9094275 7.4286759 9.0226835 3.9486849 9.3391913 6.2476503 10.5113270 9.0316723 3.4556363 7.1724305 10.7584087 9.6483923 9.1488716 11.0736204 9.8505025 7.3696401 8.4388476 8.8274599 10.9083798 8.6722987 15.0647532 8.1340489 10.1374669 NA 7.5822060 6.7560372 10.5602901 0.2856981 8.9884677 9.9241538 6.0844598 9.1683610 4.0930700 10.6622051 8.2932123 NA 4.2553421 10.2374882 10.6901498 9.9325765 NA 9.8222888 11.3714116 8.7245098 8.9223424 13.4064417 6.4959509 1.2856981 9.8261689 11.9152262 10.5929186 12.5944361 12.9419192 10.7712118 10.0550047 8.8287496 6.5772717 9.9085872 10.1749682 8.9628503 3.5081117 12.9908462 1.8706606 3.5587329 6.3942415 4.7007560 13.0639798 12.2589369 10.4239897 10.8390271 9.0068169 10.5221307 9.6483923 10.2932124 10.2457198 -1.2993827 NA NA 10.2374882 7.9153661 10.8184958 8.9884677 -0.2992052 6.7614515 8.7091841 11.7949980 7.1101461 7.8681737 7.2857175 TCGA-SX-A7SR 66 0 NA 805 kidney stage ii t2a nx m0 19-3-2015 male 2012 NA yes 100 kidney papillary renal cell carcinoma yes 50 1962 white not hispanic or latino 376.31.0 2 3 1 7 2 2 2 3 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 16.1889047 10.6905734 13.1572664 13.9918532 9.9105522 9.7099214 8.5540216 10.3019845 10.0137994 11.6461792 9.1609328 8.6372240 3.3802862 13.6867267 -1.0121698 0.5728897 2.7953306 10.8625649 11.0482989 10.3802852 9.0634469 10.6475177 12.4586266 10.6113921 10.6687668 8.4898050 10.3244743 9.5962226 8.1556116 0.0196720 0.0232860 -0.0060904 -0.0124100 0.6762300 0.6909200 -0.0015243 -0.0020784 0.0232860 0.0232860 0.0232860 -0.0091904 0.6697400 0.0304510 -0.0124100 -0.0065050 -0.0108620 -0.0107840 -0.0043852 -0.0065050 -0.0037395 -0.0037395 -0.0085766 -0.0085766 -0.0073765 0.7239400 -0.0015243 -0.0015243 -0.0189460 0.1495500 0.1530800 0.000 0.000 0.000 0.000 0.665 0.665 0.000 0.000 0.000 0.684 0.684 0.691 0.691 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.670 0.670 0.000 0.000 0.000 0.000 0.674 0.674 0.675 0.675 0.000 0.000 0.150 0.150 0.000 0.000 0.000 0.000 0.665 0.665 0.000 0.000 0.000 0.684 0.684 0.691 0.691 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.670 0.670 0.000 0.000 0.000 0.000 0.674 0.674 0.675 0.675 0.000 0.000 0.150 0.150 8.989376 9.079403 10.137080 9.686672 11.063781 1.987976 10.238858 7.820858 15.154876 4.075430 13.270984 10.250650 13.823475 3.894857 12.172688 7.187640 10.305946 13.499597 9.751180 5.197421 7.785629 13.686727 9.264092 12.002163 10.348266 7.515444 8.194982 12.630584 5.414234 8.736161 NA NA 9.431947 7.499721 9.7815710 11.4309112 11.3308758 2.9879757 12.3577014 10.8486668 9.7904840 10.4199876 0.5728897 10.3014177 6.1876411 5.9879688 9.1777922 9.3200042 9.4748027 2.8948566 7.6209632 9.2059254 5.5729291 9.5813588 5.4637009 10.5129991 9.7904840 1.7953098 7.9246059 10.5874157 9.7461910 9.2860303 10.9833816 9.9872632 7.4677482 8.6282126 8.3695105 10.4246793 9.1503591 14.8446850 5.2398753 10.2524103 NA 7.8001130 7.9275469 9.7243697 3.1579007 8.5860201 9.4350510 3.6884042 8.5367896 7.1275188 10.5587722 8.6372240 NA -1.0121698 10.5363080 10.4883117 10.3383544 NA 9.5511640 11.2022869 8.2095547 8.8567903 12.9506830 6.8803586 -1.0121698 9.9695350 12.1879468 10.8625649 12.1995519 12.0021626 10.3482662 9.8895888 8.6762180 7.1628938 9.4390758 9.9858529 8.7022132 2.4473941 12.7061795 0.9879757 3.0754299 5.4142336 4.6026766 12.8933218 11.9958710 10.6617185 11.1556995 8.4637013 10.4662318 9.7578055 10.2974441 9.9253415 -1.0121698 4.8208580 NA 10.1839550 8.0521447 11.2377597 9.0820455 -1.0121698 7.9738099 8.2119696 11.4619271 7.5952978 7.7985392 7.9681075 TCGA-SX-A7SS 67 0 NA 1469 kidney stage i t1 n0 m0 19-3-2015 male 2010 NA yes 100 kidney papillary renal cell carcinoma yes 50 1959 white not hispanic or latino 376.31.0 3 3 2 5 2 2 2 3 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 16.3238235 11.6047531 10.5695512 13.4941405 7.6417519 9.4906259 7.7236289 9.8256495 10.3962490 11.1403752 10.0806855 7.1286821 6.4017004 13.0031511 -0.4562072 2.7136518 3.6311858 12.3139704 11.4205779 10.6483183 9.0415713 11.0906140 12.8442151 10.8957629 10.5605278 8.6934667 11.2010380 9.8679000 8.4374762 0.034959 0.034959 0.782610 -0.016841 1.504700 0.720740 -0.063645 -0.052029 0.034959 0.034959 0.014468 0.763040 -0.858520 -0.016841 -0.016841 -0.046869 -0.017666 -0.017666 -0.027945 0.709070 -0.024388 -0.024388 -0.037123 -0.037123 -0.043195 0.706450 -0.063645 -0.060614 -0.090626 0.231010 0.231010 0.709 0.709 0.000 0.000 0.752 0.755 0.000 0.000 0.000 0.697 0.697 0.721 0.721 0.754 0.754 0.000 0.000 0.000 0.000 0.715 0.715 0.000 0.000 0.000 0.000 0.763 0.763 0.000 0.000 0.000 0.000 0.000 0.000 1.505 1.505 0.000 0.000 0.000 0.000 0.231 0.231 0.709 0.709 0.000 0.000 0.752 0.755 0.000 0.000 0.000 0.697 0.697 0.721 0.721 0.754 0.754 0.000 0.000 0.000 0.000 0.715 0.715 0.000 0.000 0.000 0.000 0.763 0.763 0.000 0.000 0.000 0.000 0.000 0.000 1.505 1.505 0.000 0.000 0.000 0.000 0.231 0.231 8.4595988 9.7999282 10.1192588 9.7211390 10.3470434 3.7916474 9.6443818 7.3766099 15.5306281 4.0031524 12.5172375 10.8857942 13.9588671 6.2579648 12.6435604 8.4355032 10.3102484 13.2073888 9.2868710 4.9012724 7.1657713 13.0031511 7.8520588 11.5719709 9.8520586 9.9435315 7.5095035 12.6054282 6.3638982 8.1059619 3.1286893 -0.4562072 9.6496280 7.5209997 9.0435654 11.9124988 11.4426987 1.8656417 11.7098826 10.0613889 9.7298338 10.1286820 3.1286893 10.0305546 6.5881134 5.5437186 9.6639574 8.7211392 7.8198438 5.0451590 7.3829231 9.5181342 4.4979189 9.3526837 7.2579648 10.4040306 10.4163944 1.5437433 3.5437186 10.5430149 9.8577363 8.5037216 10.6191987 9.8406357 7.1730765 8.4506100 7.7086266 10.4781475 9.1211483 13.8398471 7.9422066 10.3002758 -0.4562072 8.1300341 7.4079059 9.9793898 2.3510629 7.7773395 9.5324042 4.9360348 8.2510785 5.9187583 10.7261139 7.1286821 NA -0.4562072 10.9365735 11.0987879 10.2476230 NA 9.7123917 11.2669538 8.1324339 8.6071146 13.2974586 6.0403730 3.1286893 9.8233301 11.4457177 12.3139704 11.8540483 11.5719709 9.8520586 10.4855008 7.5324042 7.4920871 9.1589262 9.7198927 8.8701489 1.8656417 12.7430851 3.7136408 3.4506042 6.3638982 4.1286811 13.0756638 11.6707466 10.5073382 10.7360124 9.1821555 10.1389770 10.2134904 9.5674740 10.7279750 -0.4562072 2.1286893 -0.4562072 9.9263436 8.5062108 11.9707311 8.1510500 1.1286893 8.2476233 7.7725383 12.0544837 7.1135755 8.5493442 8.6960042 TCGA-SX-A7SU 47 0 NA 1331 kidney stage i t1 nx m0 19-3-2015 male 2010 NA yes 100 kidney papillary renal cell carcinoma yes NA NA NA hispanic or latino 376.31.0 2 3 NA NA 2 2 3 3 2 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 17.435074 11.118422 12.351781 12.915633 7.192137 9.994835 7.969745 10.225643 10.405981 11.444340 10.680491 8.175774 4.969745 14.565934 NA 1.136848 4.422260 10.268711 11.177757 10.148780 9.109834 10.401883 12.875686 10.924757 10.766211 8.232252 11.435776 10.149479 7.592346 0.00972760 0.00972760 0.00777830 -0.01224500 1.68590000 0.83255000 2.00390000 -0.00124730 0.00972760 0.00972760 0.00972760 -0.00130540 0.00346870 0.00000000 -0.01224500 0.00000000 0.00000000 0.00000000 -0.00470790 -0.00498440 -0.00407400 -0.00407400 -0.00041585 -0.00041585 0.00166420 -0.02198100 -0.05603800 -0.04129500 -0.02821800 0.07671000 0.07620900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.833 0.833 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.686 1.686 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.833 0.833 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.686 1.686 0.000 0.000 0.000 0.000 0.000 0.000 8.5962859 9.9979414 10.3254433 8.3656733 10.8233550 2.7218101 9.4888980 6.6044598 15.4824330 4.2243182 12.3564768 11.4719656 14.5095495 5.0910524 12.6870000 8.2789614 10.6525543 14.0394180 9.2440715 5.1812497 6.9506352 14.5659342 8.0133713 11.6138537 10.2322515 8.8459382 7.4176255 11.9077248 7.4268736 8.3438688 -0.8630212 -0.8630212 8.8372943 7.3800281 9.5086311 12.0651878 12.4102130 0.7218538 12.1685557 10.7189964 10.3322267 10.2706388 1.7218101 9.8039659 6.6525539 5.9312694 10.2518981 9.2083168 9.4711277 4.5694789 7.3989497 9.2492939 5.4036427 9.4048116 7.9149316 10.4412058 9.1771442 2.3067872 5.1812497 11.0504919 10.2512475 8.8268526 10.9807755 10.9223069 7.8092800 8.9231242 8.7861105 11.2699967 9.0346999 15.2679277 6.1754448 10.2840594 0.1368476 7.9693646 7.0734925 9.8766351 1.1368476 7.3895195 9.4486028 7.5547070 8.7010039 4.4944092 11.0229320 8.1757736 NA -0.8630212 10.1812486 10.9713255 9.5334592 NA 9.8622208 12.1907803 7.8883987 8.5118938 13.0404539 6.7437411 5.0910524 9.6604163 11.0293973 10.2687115 12.2829458 11.6138537 10.2322515 10.4610350 7.2296120 6.3560223 9.7156611 9.9626083 8.6876014 1.9442213 12.6195364 1.7218101 1.1368476 7.4268736 4.1368558 13.4766405 12.1606088 9.9917228 10.2440716 8.8596621 10.2342283 10.2960951 9.6653086 10.5578674 NA NA NA 10.1564452 7.9391772 12.2811048 8.3800285 1.4588019 8.2453787 8.3389783 11.6885627 6.8442136 7.7950662 8.0072191 TCGA-UN-AAZ9 76 0 NA 548 kidney stage i t1b n0 mx 19-3-2015 female 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 398.27.0 4 2 2 4 4 3 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 15.8582519 11.3437239 11.7431550 13.1734689 1.8629472 10.3027646 8.8815976 10.9952192 4.9503984 11.7636748 7.9728339 8.7887353 3.3223608 13.2112469 NA -0.1370131 1.4478965 12.0466725 11.1677280 11.8704283 8.6681400 10.9552504 12.7118826 9.6878925 9.6327715 7.9679692 8.7577513 8.9352897 6.6902872 0.0000000 0.0185870 0.0230690 0.0711700 0.0571240 -0.0078183 -0.0393310 -0.9478500 0.0000000 -0.0033918 0.0185870 0.0567640 -0.9141300 0.0711700 0.0711700 -0.9447000 -0.9311500 -0.9311500 -0.9361900 0.0456310 0.0456310 0.0068681 -0.9654200 -0.9687300 -0.9464600 0.0206870 -0.0393310 -0.0393310 -0.9825600 -0.4612600 -0.4579500 0.000 0.000 0.000 0.000 0.000 0.000 -0.924 -0.948 -0.946 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.929 -0.929 0.000 0.000 0.000 -0.983 0.000 0.000 0.000 0.000 -0.927 -0.927 0.000 0.000 -0.945 -0.945 0.000 0.000 -0.913 -0.913 -0.936 -0.936 -0.461 -0.461 0.000 0.000 0.000 0.000 0.000 0.000 -0.924 -0.948 -0.946 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.929 -0.929 0.000 0.000 0.000 -0.983 0.000 0.000 0.000 0.000 -0.927 -0.927 0.000 0.000 -0.945 -0.945 0.000 0.000 -0.913 -0.913 -0.936 -0.936 -0.461 -0.461 10.263102 9.159085 10.651652 8.512789 10.854692 6.065874 10.163668 6.805449 13.945803 2.801531 13.773264 9.290596 13.302332 4.687363 12.972329 8.586310 10.086533 13.414482 10.003337 5.311394 7.480095 13.211247 8.834477 13.208062 10.700036 7.851619 8.635523 12.648999 6.608888 6.737403 -1.722134 NA 9.178083 7.132840 11.6133616 10.8853016 11.6547749 -1.7221342 12.8255285 9.9670957 10.9881319 10.9375212 NA 10.9640340 3.2321695 4.3654336 9.1916085 9.0821022 9.8825245 5.6060187 8.3773190 8.6692150 4.8171320 10.6929207 4.6178215 10.5659721 8.9100577 2.5998890 3.5258935 10.4634661 9.5564206 9.8025130 11.1067028 8.8889962 6.4922906 8.0075919 9.7425169 11.4033847 9.5574484 13.3245837 6.6962874 11.0056790 NA 6.6461281 6.8132463 10.2274332 1.9784153 9.6692148 9.7063314 5.6266990 9.2401442 2.6702965 10.9928607 8.7887353 NA NA 7.1998117 11.3450694 9.6793840 NA 10.0544042 10.5865947 9.5599013 9.9805769 13.6033118 5.7663725 1.4478965 11.0511104 12.7734515 12.0466725 12.5994766 13.2080617 10.7000360 10.5737401 8.9635961 5.7374028 9.6442224 9.7266037 9.8652800 2.2779847 12.5859546 1.8629472 7.2694933 6.6088876 5.1727875 14.1744919 12.2275244 9.9041365 11.4950201 10.2975619 11.0078043 9.9879166 9.8629338 10.3281600 NA -1.7221342 NA 10.8025130 7.5021173 9.1363952 8.5258986 0.2779847 6.3917127 8.2175506 11.5394785 6.8778841 8.5691421 8.1281583 TCGA-UZ-A9PJ 78 0 NA 0 kidney stage i t1a nx mx 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 398.27.0 2 3 2 3 2 2 2 2 2 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 16.2607517 11.1259647 12.6138892 13.9368494 10.3970727 9.9262883 7.7415910 10.5245862 9.6859890 11.5642538 9.1924985 8.6237257 -0.3056101 14.7747226 NA 0.2794119 -0.3056101 10.0520191 11.5568333 10.4514404 9.7645882 10.6652920 12.7415059 10.6888206 10.9151478 8.3526786 9.7409092 8.9833331 7.4293465 0.0058309 0.0076392 0.0034687 -0.0060904 0.9846400 0.9176400 -0.0519910 -0.0084385 0.0051967 0.0051967 0.0076392 0.0027374 0.0024969 -0.0044407 -0.0060904 0.0000000 0.0000000 0.0000000 0.0043457 -0.0085766 -0.0022168 -0.0022168 -0.0055375 -0.0055375 -0.0037395 -0.0096806 -0.0519910 -0.0519910 -0.0304040 0.0526680 0.0627010 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.918 0.918 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.985 0.985 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.918 0.918 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.985 0.985 0.000 0.000 0.000 0.000 0.000 0.000 8.874376 9.141550 10.962424 7.920879 11.041535 2.501821 10.137929 6.043196 13.528593 2.694457 13.397181 10.725134 13.987040 3.394912 12.803890 7.549336 10.671747 13.952113 10.221455 3.338325 8.451024 14.774723 9.297166 12.039734 10.633679 6.884291 8.620763 12.826324 6.533671 9.293450 NA -1.305432 8.583210 7.784580 9.9364504 11.4117152 11.5757724 -0.3056101 12.7547409 10.8533924 10.0749282 10.4819617 -0.3056101 10.5281480 7.0695067 4.6717463 10.2374989 9.8403993 9.7938149 4.5271016 7.0298570 9.2756678 2.3948982 9.6993899 7.3914344 10.0520191 9.4750068 -1.3054318 4.4758242 11.0659716 9.9298831 9.4061342 11.2384656 10.0743870 7.3598031 8.8505504 8.9600822 11.0183664 8.9971061 15.2179832 6.2811567 10.5801636 -1.3054318 7.9944994 5.3949085 9.7112755 1.0164250 8.7415910 9.7354418 4.8029893 9.3256443 3.0163893 11.0239832 8.6237257 NA 4.4493567 10.5170380 10.5214128 9.4953670 NA 10.0575069 11.8774822 8.8108110 9.5508928 13.4563819 5.9951408 -1.3054318 10.2292564 12.1699473 10.0520191 12.3978301 12.0397338 10.6336790 10.2170487 8.9352585 7.0781711 9.0241850 10.6735350 9.1712133 1.8643744 12.7884624 -1.3054318 5.9705914 6.5336708 5.7056932 13.3599663 12.4416112 10.5022246 11.1096808 8.7483931 10.8975092 9.9647625 10.8140568 10.4300232 NA 0.2794119 NA 10.3242791 7.6124358 11.1155668 9.2461755 0.6944791 6.2643225 8.3896954 11.5925017 7.1497949 8.4476837 7.4692543 TCGA-UZ-A9PK 71 0 NA 1826 kidney stage i t1 nx mx 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 398.27.0 3 3 2 1 2 2 3 4 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 16.787747 11.310125 12.720815 13.923994 10.340912 9.741530 8.221308 10.640775 8.868843 11.952844 9.386562 8.097172 1.836651 13.675761 NA -1.333153 3.190283 11.893282 12.107389 10.340912 9.081405 10.710430 12.468428 10.423276 10.720306 8.176494 10.311477 9.908107 7.712151 0.30865000 0.31001000 0.70307000 -0.00705760 0.71302000 0.68859000 -0.01684100 -0.00027724 0.30865000 0.31001000 0.31001000 0.70307000 -0.00083160 -0.00027724 -0.00705760 -0.00346270 -0.00346270 -0.00346270 0.00194180 -0.00360110 0.00263570 0.00263570 0.00000000 0.00000000 -0.00138580 0.70645000 -0.01684100 -0.01684100 -0.01312700 0.14028000 0.14028000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.706 0.706 0.693 0.693 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.425 0.000 0.309 0.309 0.703 0.703 0.000 0.000 0.000 0.000 0.000 0.000 0.713 0.713 0.000 0.000 0.000 0.000 0.140 0.140 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.706 0.706 0.693 0.693 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.425 0.000 0.309 0.309 0.703 0.703 0.000 0.000 0.000 0.000 0.000 0.000 0.713 0.713 0.000 0.000 0.000 0.000 0.140 0.140 8.6723440 9.5989342 10.7131614 9.1373783 10.6589497 2.2516888 10.3826814 6.7804610 14.7258314 2.9146411 13.2325950 10.4813019 14.1642594 3.3671614 12.3862152 7.8858879 10.3457596 13.9238494 9.5833453 5.3671579 6.7856604 13.6757607 8.3051552 11.8317834 10.2721989 7.5524155 8.0286631 12.7018621 5.1424543 8.6863100 0.2516888 NA 9.8410210 7.5615369 10.0659973 11.6141737 11.6154517 1.6667112 11.9519771 10.2680259 10.3899537 10.0798184 NA 9.9246964 6.3602062 5.0761101 10.9869558 8.7972899 10.3182197 3.7960059 8.1525485 9.1565673 3.8761731 9.3329433 7.0803475 10.0099052 9.2460353 2.3671474 5.9521215 10.6709399 9.5758624 9.6011475 10.9662136 9.7428669 6.8062712 9.0043413 8.4660010 10.6660148 9.2299157 15.1774372 8.0788868 10.4344900 NA 7.8939743 7.1665648 10.4170076 1.6667112 8.5660765 9.7876052 6.1585733 9.2314977 6.8062712 10.7052955 8.0971720 NA 1.6667112 9.9959551 10.7199666 10.1434656 -1.3331525 9.2786664 11.0121247 8.8907212 8.9027336 13.4187864 6.5102008 0.6667566 9.8761728 12.0062911 11.8932821 12.0702641 11.8317834 10.2721989 10.4792979 8.2213082 6.9003391 9.4276638 9.5129932 8.6180040 1.9886302 12.9981962 3.1902830 5.1261510 5.1424543 5.2814275 13.0032713 12.1466259 10.5274185 11.0694650 8.6033574 10.2544970 9.9756272 9.7713181 9.9858270 0.9886302 1.2516888 -0.3333343 10.4157507 8.3133320 10.8847679 8.8190042 NA 7.5309057 8.3302774 11.0327683 7.4578823 8.5690946 7.2960756 TCGA-UZ-A9PL 59 0 NA 0 kidney stage ii t2 nx mx 19-3-2015 male NA NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 398.27.0 2 3 1 7 2 2 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 16.0955767 12.8548728 13.2063089 13.7498581 7.4245778 9.6244356 6.9012289 9.6703549 10.6710722 10.8149499 10.0984918 7.5232059 2.8665915 15.8640365 NA 5.8765661 0.6966171 11.1023309 11.3000243 9.7734732 8.5530832 10.4109032 12.0950005 11.3979641 10.9872525 8.9182446 10.7117242 10.1302430 8.4471973 0.00944910 0.00944910 0.00037949 0.00458000 3.65690000 0.80383000 -0.08226900 -0.01560400 0.00944910 0.00944910 0.00944910 -0.00472360 0.01852300 0.00458000 0.00458000 -0.00691950 0.00864920 0.00864920 -0.00747200 -0.01560400 -0.01377100 -0.01377100 -0.01243800 -0.01243800 -0.02958400 -0.05760000 -0.08226900 -0.08226900 -0.07214000 0.07641300 0.08507600 0.000 0.000 0.000 0.000 0.866 0.866 0.000 0.000 0.000 0.000 0.000 0.778 0.778 0.000 0.000 0.000 0.000 0.000 0.000 0.820 0.820 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.866 0.866 0.000 0.000 0.000 0.000 0.000 0.778 0.778 0.000 0.000 0.000 0.000 0.000 0.000 0.820 0.820 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.502401 10.032048 10.056407 9.181481 10.128155 3.397091 10.707885 7.965784 13.865604 3.018581 12.168079 9.344116 13.881649 2.784127 12.421704 9.920056 11.109227 13.478017 10.638072 3.088973 6.156089 15.864037 7.869085 11.336450 10.132849 7.009541 6.841315 12.069659 6.991278 9.148899 NA NA 8.407464 7.754649 8.7314565 11.9158261 13.0530408 NA 11.8804480 10.5299430 9.9290785 10.0943323 -1.3032939 9.7071857 7.0140707 5.4245795 10.7811339 8.9622725 8.8400408 5.4222633 7.5200246 8.8130016 3.6966616 9.3187093 8.3369024 10.0825200 9.7273247 1.2816092 6.7734729 11.8241684 10.0309308 8.9266779 10.4326367 9.6486707 7.2202197 7.7273249 9.3450151 10.8460872 8.9132338 14.3775665 7.7676641 9.8220711 NA 7.4468625 5.1723915 9.9510957 1.5040101 8.6824996 9.4473645 6.1145107 8.9379617 2.0185986 11.0064182 7.5232059 NA 0.6966171 10.5674076 11.6840993 10.5299430 NA 9.5654801 11.7726381 7.5327081 8.4022899 12.4746320 6.1403472 3.1560891 8.9469560 10.9251757 11.1023309 12.2777405 11.3364505 10.1328486 10.1586486 7.3584358 6.9445856 9.8838612 9.3205391 8.7788065 NA 13.1756168 NA 2.5040101 6.9912781 2.6035492 13.2571767 11.9250254 9.8963300 9.4991740 8.9242736 9.6839217 10.8006011 9.4398091 11.1094921 NA 3.9820627 3.5040101 10.7092821 8.3909110 12.3647481 7.6508536 -1.3032939 6.3113669 7.3223662 11.3305610 6.9254761 8.2947099 7.5945030 TCGA-UZ-A9PM 62 0 NA 451 kidney stage ii t2 n0 mx 19-3-2015 male NA NA NA NA kidney papillary renal cell carcinoma yes 20 1984 white not hispanic or latino 398.27.0 1 1 3 6 3 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 17.356506 11.717747 13.253908 13.903045 9.752911 9.694528 7.761062 9.584007 8.832418 11.715389 7.869909 7.847807 1.874364 13.968647 NA NA 4.748815 10.567836 11.111360 9.985485 9.321432 9.888369 11.608776 10.111160 10.983744 7.317292 9.392674 9.676327 5.614197 0.00652620 0.00652620 0.39065000 0.00027728 1.05820000 0.51072000 -0.03013100 -0.00912310 0.00652620 0.00652620 0.00652620 -0.00263220 -0.00415460 0.00027728 0.00027728 -0.00429290 -0.00429290 -0.00429290 0.00221930 -0.00526100 0.00000000 0.00000000 -0.00978870 -0.00360110 -0.00110870 0.51594000 -0.03013100 -0.03013100 -0.01821600 0.07959100 0.07959100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.516 0.516 0.511 0.511 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.391 0.000 0.000 0.000 0.000 0.000 0.000 1.043 1.043 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.516 0.516 0.511 0.511 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.391 0.000 0.000 0.000 0.000 0.000 0.000 1.043 1.043 0.000 0.000 0.000 0.000 0.000 0.000 8.1992797 9.7467672 9.7008974 10.1910075 9.5620163 2.6113140 10.6208632 7.0308536 16.7665834 5.2435815 13.2113203 11.2844469 12.8007684 3.5373085 12.5362754 8.5538289 10.2673818 13.9069113 9.3020110 5.2201248 6.5747888 13.9686466 7.5885947 12.1745108 9.8892992 8.0409302 7.3172923 12.4941103 4.1962765 8.4057303 NA -0.7105196 8.4767385 6.0575716 9.5701572 11.8353162 11.0312746 6.5182046 11.6741702 10.1970282 11.0375793 8.8246619 NA 8.6774036 6.4083280 4.9898248 10.0878582 8.9114381 8.9688666 5.1900103 7.4031288 9.0121940 4.4593136 9.0291671 7.5701570 10.3186736 9.4680513 6.6730914 6.6557082 10.4473648 9.4147998 9.1842042 10.7281783 9.4593113 6.2551702 8.3527815 9.0983506 10.2530050 9.6090585 14.8179626 6.6667708 9.5313696 NA 7.3841500 8.0308536 10.9305350 0.8743642 8.2893863 9.5242038 3.6113140 8.9432884 8.5254006 10.2879768 7.8478072 NA NA 11.3300186 11.1214853 10.5643468 0.2893623 9.2274956 10.7008974 8.4492576 9.0104856 13.7271385 5.1938703 1.2893623 9.7125022 12.1771782 10.5678358 12.5601197 12.1745108 9.8892992 10.4492577 8.0442739 6.9618120 9.5978505 9.1222764 7.7971810 4.9618131 13.2050791 -0.7105196 2.2893919 4.1962765 3.0967341 14.1554642 12.7329775 11.0813632 11.4314935 9.0053483 9.4530360 9.7072388 9.2435827 9.9582714 3.4593136 -0.7105196 0.8743642 10.9386426 9.5299392 11.2565190 6.7405971 3.0967341 8.8874388 8.9368449 10.6513302 6.4492576 8.0509375 7.1222762 TCGA-UZ-A9PN 54 0 NA 667 kidney stage iii t3 nx mx 19-3-2015 male NA NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 398.27.0 1 1 2 5 4 3 3 4 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 16.960144 11.277677 12.312551 13.142326 8.885148 9.792038 8.487812 10.318025 8.331567 11.474001 9.250602 8.301854 6.397047 13.473862 NA 0.130272 4.611385 11.881665 11.617680 10.208856 8.720223 10.680686 12.667883 10.590716 10.272793 8.004729 9.601935 9.684849 7.656720 -0.0086637 -0.0086637 0.4701500 -0.0158280 0.4864700 0.0789810 -0.3891300 -0.4520700 -0.0086637 -0.0086637 0.0199740 0.0085257 -0.0358810 0.0118700 -0.0158280 -0.0147030 -0.0147030 -0.0094917 0.0185750 0.0075804 0.0074122 0.0074122 -0.5005500 -0.5005500 0.0362380 0.0814030 -0.3891300 -0.4274700 -0.4589000 -0.0016117 -0.0016117 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.501 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.427 -0.427 0.000 0.000 0.000 0.000 -0.479 -0.459 0.000 0.000 0.000 0.440 0.000 0.000 0.000 0.000 0.000 0.000 0.486 0.486 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.501 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.427 -0.427 0.000 0.000 0.000 0.000 -0.479 -0.459 0.000 0.000 0.000 0.440 0.000 0.000 0.000 0.000 0.000 0.000 0.486 0.486 0.000 0.000 0.000 0.000 0.000 0.000 9.249201 8.736357 9.957338 9.582158 10.351042 4.300182 9.986686 7.185542 15.081848 6.627446 13.127146 15.558675 13.283232 7.346197 12.646206 10.636402 10.289291 12.949042 7.203510 6.885147 8.354262 13.473862 7.973658 12.387648 10.575965 11.587299 8.665536 12.026340 5.849079 6.807392 -1.454822 -1.454822 10.552675 6.821422 9.907789 11.124849 10.646617 0.130272 12.153553 10.334831 11.079844 10.697266 -1.454822 10.262546 4.774118 6.911620 9.720847 9.315136 10.244870 7.202723 7.885148 9.025078 6.152628 9.860447 5.802684 10.407160 8.759617 6.522577 5.849079 10.843074 9.566278 9.101804 11.220593 9.431756 8.471594 8.019004 9.664239 10.777719 8.339714 14.015194 7.558062 10.322553 NA 8.212108 8.393921 12.616257 1.715234 8.588325 9.575275 9.206185 8.179546 4.245739 11.027601 8.301854 NA 2.452200 11.151240 10.407548 9.902300 -1.454822 10.483775 11.066653 8.913804 9.771108 13.852071 6.160154 2.937608 10.049620 11.639045 11.881665 12.566451 12.387648 10.575965 9.889039 8.930081 7.674581 10.074821 10.526151 8.961040 5.053094 12.257180 5.911620 5.578721 5.849079 5.390788 13.149928 11.815301 9.726450 10.679082 9.546706 10.471223 9.732031 10.528027 10.083972 5.735121 2.245739 9.460430 11.422582 7.667608 10.862317 8.875094 0.130272 8.126499 8.313482 11.501492 6.259544 8.147069 7.826069 TCGA-UZ-A9PO 80 0 NA 0 kidney stage i t1a nx mx 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes 40 1950 white not hispanic or latino 398.27.0 2 1 3 6 3 1 1 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 16.2968247 12.2069689 12.7372816 15.3518292 8.0004677 9.8344206 8.1112745 10.3040948 9.3700923 11.1764416 6.9904308 8.1140786 2.6906182 13.5260048 NA 0.6906406 4.3535774 10.8017480 11.1591685 10.1404488 9.0971717 10.4048578 12.0667377 9.7231172 10.6477143 8.3077737 9.2464796 9.6389796 5.8737025 0.0137720 0.0137720 0.0047190 -0.0133480 0.6749300 0.6253300 -0.0478010 -0.0034627 0.0137720 0.0137720 -0.0131480 0.0044854 0.6401100 -0.0142490 -0.0133480 -0.0040162 0.0024969 0.0024969 -0.0045695 -0.0049844 -0.0056757 -0.0056757 -0.0045695 -0.0038779 -0.0109220 0.6443300 -0.0478010 -0.0478010 -0.0370820 0.1219600 0.1169100 0.000 0.000 0.000 0.000 0.657 0.657 0.000 0.000 0.000 0.644 0.644 0.625 0.625 0.000 0.000 0.000 0.000 0.000 0.000 0.652 0.652 0.000 0.000 0.000 0.000 0.000 0.000 0.663 0.663 0.000 0.000 0.000 0.000 0.674 0.674 0.000 0.000 0.000 0.000 0.122 0.122 0.000 0.000 0.000 0.000 0.657 0.657 0.000 0.000 0.000 0.644 0.644 0.625 0.625 0.000 0.000 0.000 0.000 0.000 0.000 0.652 0.652 0.000 0.000 0.000 0.000 0.000 0.000 0.663 0.663 0.000 0.000 0.000 0.000 0.674 0.674 0.000 0.000 0.000 0.000 0.122 0.122 9.0886433 9.7851299 9.3260281 10.7381907 10.4207993 3.6906071 10.1520918 6.9636313 15.9223210 5.1717393 14.0892669 11.0707125 13.4067887 4.4632039 12.6125772 7.8738341 10.5376697 13.1167897 10.5033244 5.3910528 7.4410402 13.5260048 8.8488013 12.2705567 10.0985881 8.4094304 8.1000031 12.9109906 4.6292109 8.1957625 NA 0.1056781 8.6602388 6.6525439 10.2483951 11.4267323 11.3639214 4.6906126 12.2403970 10.4866519 10.8078225 9.6331267 NA 9.9258287 4.8605358 5.0363890 9.0612996 9.3440546 9.8008781 4.8605358 7.1280180 9.1554983 4.2349304 9.6054956 5.5813844 10.0356478 9.7431803 6.0125396 2.5650853 10.6750307 9.0349082 9.8571938 10.7060274 9.8829051 6.6981073 8.3606786 8.9210331 10.7758634 9.3332658 14.6573881 7.4886194 9.8730066 -0.8943219 7.8373422 7.8935521 10.0466974 -0.8943219 8.7868881 9.7102031 5.1931133 10.4602298 7.6213493 10.5990049 8.1140786 6.9130043 NA 11.9605182 10.7943372 10.2515819 -0.8943219 9.7148285 11.1858011 8.3151034 9.0510936 12.9855202 4.7129809 1.4275525 9.7771909 12.6592791 10.8017480 12.0743166 12.2705567 10.0985881 9.9534902 8.8721787 7.6213493 9.3240799 10.2148275 8.6389796 4.9385399 12.6539901 1.9129947 4.9385399 4.6292109 4.8605358 13.1041644 12.3344685 11.5856826 11.7751993 8.7973934 10.2942387 9.3817742 10.1356271 9.3151031 0.6906406 3.9636313 NA 10.3464412 8.1620705 11.3460506 8.8771393 NA 7.8738341 8.5107911 11.3175381 6.5975029 8.4653995 7.4979676 TCGA-UZ-A9PP 60 0 NA 16 kidney stage i t1a nx mx 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 432.22.0 1 3 2 4 2 2 3 4 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 16.425586 12.078358 12.518750 13.753831 10.126595 9.833085 7.775242 10.350333 9.191917 11.518913 9.284699 8.185352 4.266899 13.836559 -1.591179 9.270006 2.315798 10.098917 11.737736 10.144475 9.360204 10.381540 12.351342 10.763995 11.203741 8.357286 10.456043 9.673948 7.553602 0.0072192 0.0072192 0.0263170 0.0069410 0.0350440 0.6790100 -0.1292700 -0.0897550 0.0072192 0.0072192 0.0072192 -0.0048825 0.0246860 0.0069410 0.0069410 0.0087502 0.0087502 0.0087502 -0.0193170 -0.0276140 -0.0217860 -0.0217860 -0.0226090 -0.0226090 -0.1088000 0.6500100 -0.1292700 -0.0968490 -0.0919510 0.0711010 0.0711010 0.000 0.000 0.000 0.000 0.692 0.692 0.000 0.000 -0.109 0.650 0.650 0.640 0.640 0.000 0.000 0.000 0.000 0.000 0.000 0.644 0.644 -0.140 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.692 0.692 0.000 0.000 -0.109 0.650 0.650 0.640 0.640 0.000 0.000 0.000 0.000 0.000 0.000 0.644 0.644 -0.140 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.6792144 9.8044533 11.1004445 8.1486998 10.6283901 4.4533134 10.4239856 6.6085919 14.1591026 4.4533134 13.1703144 11.2350703 13.5981645 5.6085905 12.7694918 10.4628450 10.5650021 13.8017395 10.4402757 4.6943231 7.4117338 13.8365593 8.8590993 12.4066278 10.2350703 9.6821319 8.3689211 12.9474111 6.2418097 9.0346279 -0.5911795 NA 7.8351838 7.4229394 9.936884648 11.360750152 12.065008649 1.408929200 12.726614293 10.576337141 10.392981403 9.934439836 -1.591179465 10.068023016 6.109358470 4.618373755 9.362387915 9.519402336 8.907768269 5.271619895 7.150386031 9.240226305 4.517445783 9.271556403 6.694321667 10.235070270 9.244969331 3.453306855 4.868350940 10.930028676 9.775241206 9.466910729 10.981856077 9.353631172 7.257541533 8.548470534 8.694321319 10.752659959 8.982679911 15.126528529 8.440096340 10.100662602 -0.006072079 7.757758012 6.843546750 10.265344530 2.496385649 9.006971465 9.828352634 8.001376103 9.323304085 4.558665606 11.037364581 8.185352196 6.297662820 0.408929200 10.462844961 11.046223174 10.521032672 -1.591179465 9.945651886 11.489570029 8.262228770 8.990119568 13.591313395 5.426284885 4.948077495 9.635933194 11.931868323 10.098917042 12.478536641 12.406627785 10.235070270 10.491400781 8.873464722 7.206580714 9.473634932 10.520706772 8.897763489 3.656850994 13.093777219 1.216299645 4.109360559 6.241809682 5.023627956 12.993014221 12.409799315 10.402918789 10.611961138 8.703539913 10.635632245 10.130018218 10.271168973 10.094105800 -0.006072079 2.578842128 NA 10.512534659 7.661537272 11.157321543 8.759858231 -1.591179465 6.548470534 8.567528716 11.101316593 6.345557825 8.796936430 7.932481117 TCGA-UZ-A9PQ 59 1 2624 2182 kidney stage iii t2 n1 mx 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 432.22.0 4 2 2 5 4 1 3 4 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 15.5261434 11.6918388 11.7866384 15.6738802 7.5756890 9.9609110 8.5916308 11.5125769 10.5074296 11.8738142 8.1397887 9.1242503 5.4698957 13.0481113 NA 0.9463566 1.6243817 9.8496118 12.4024179 10.7092128 9.7263801 10.5495879 13.2128263 9.8129933 10.0776751 8.8970344 9.2772495 9.2455406 7.8888473 -0.0103290 0.7691300 0.0129760 0.0324650 -0.0102640 0.0348740 0.0108190 -0.8944000 -0.9112100 0.7691300 0.7691300 -0.8951700 -0.0203710 0.0000000 0.0324650 3.5080000 -0.9029500 -0.9126300 -0.8874100 0.0084215 -0.8975900 -0.8943200 0.0201590 0.0132550 0.0248710 0.0289460 0.0108190 0.0147910 -0.8958500 -0.2058100 -0.1748300 0.000 -0.890 0.000 -0.894 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.889 0.000 0.000 -0.887 0.000 0.000 0.000 0.000 -0.896 0.000 0.769 -0.881 0.000 0.000 0.000 0.000 0.000 2.756 2.760 0.000 0.000 0.000 0.000 -0.882 0.000 -0.206 -0.206 0.000 -0.890 0.000 -0.894 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.889 0.000 0.000 -0.887 0.000 0.000 0.000 0.000 -0.896 0.000 0.769 -0.881 0.000 0.000 0.000 0.000 0.000 2.756 2.760 0.000 0.000 0.000 0.000 -0.882 0.000 -0.206 -0.206 10.425709 8.726380 8.431760 8.426921 11.125246 4.794327 10.041202 8.845991 13.016990 4.209368 13.762316 12.315166 13.751351 6.450952 12.482677 6.578601 10.163563 13.484958 11.104942 2.431757 8.246456 13.048111 8.756261 13.097159 10.796207 10.240494 8.287963 12.711784 7.033795 8.279040 NA -1.375572 10.856526 7.021009 11.3487051 11.5833196 11.7787479 -0.3755715 11.7899396 10.6265163 11.6448636 9.5146687 0.9463566 11.1830643 5.9553221 5.1479660 7.8723320 10.4493632 5.5901888 7.7593183 7.8459918 8.2519382 5.7741519 9.0454173 6.3859556 10.6088229 10.4110825 2.2093598 7.9687002 10.4232812 9.8228495 8.9281852 10.8021354 10.2501133 7.5727715 8.8592220 9.3386499 10.6258127 9.7868902 13.4315581 6.5139391 9.7517539 -0.3755715 6.7492500 6.7012205 8.8817922 NA 9.2112442 10.5934312 6.2610286 11.1432887 2.8723363 11.1129978 9.1242503 -1.3755715 -0.3755715 11.1589505 10.9648109 10.1346741 -1.3755715 10.0134980 10.7877397 7.9575600 8.9731325 13.7188533 6.1624779 4.6244051 10.7504636 13.3555644 9.8496118 12.7184821 13.0971587 10.7962068 10.3300369 8.0899711 6.3658710 8.5044472 10.8631077 9.3514740 -0.3755715 12.8952108 3.5312941 4.4572922 7.0337952 3.4823837 13.4498135 12.5853114 10.2875178 11.1435492 8.2808292 11.3723876 10.0585113 10.8684709 10.2074872 0.2093910 1.2093910 NA 10.2414126 7.7363228 10.8431221 9.6426047 1.4317834 5.1001367 9.0725207 10.9868963 7.9418170 8.1904583 7.5756890 TCGA-UZ-A9PR 84 0 NA 1182 kidney stage i t1b nx mx 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes 28 1941 white not hispanic or latino 432.22.0 2 3 2 3 2 2 1 2 2 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 16.513345 11.555077 13.077677 13.245678 11.363643 10.088978 7.974267 10.695828 9.752620 11.771780 9.649606 8.586171 2.279798 15.268076 -1.527408 5.042285 5.570460 10.643919 11.795180 10.455423 9.587473 10.799140 12.635528 11.163737 10.769919 8.127065 10.047968 9.045129 7.387980 0.00819590 0.00819590 0.00458000 -0.00650500 1.54210000 0.76734000 -0.04676200 -0.00180140 0.00819590 0.00819590 0.00819590 0.00861350 0.00842750 -0.00069303 -0.00650500 -0.00324840 -0.00324840 -0.00069303 0.00771400 -0.00387790 -0.00027724 -0.00027724 0.00986690 -0.00183500 0.00000000 -0.00622860 -0.04676200 -0.03258700 -0.02137300 0.07340200 0.07268400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.754 0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.542 1.542 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.754 0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.542 1.542 0.000 0.000 0.000 0.000 0.000 0.000 9.234811 9.360411 10.185816 9.104516 11.354881 3.426627 10.244331 6.330410 14.779345 2.559883 13.191978 10.008676 14.227995 3.681888 12.559809 8.339708 10.610701 14.121040 8.761295 2.864751 8.422256 15.268076 9.430982 12.023296 10.665646 7.746225 8.533125 12.676847 6.743892 7.970281 1.279768 -1.527408 8.578338 7.522278 10.1140294 11.7824738 12.0467862 0.4723838 12.7598530 10.8365638 9.9461349 10.8936998 -1.5274083 10.3241782 6.7531994 4.1448540 10.1488271 10.2176833 9.1806509 4.7783978 7.5086030 9.0115879 5.4382130 9.9537240 7.2239737 10.3136004 9.3942702 -0.5276162 3.0573983 11.0566870 9.8855282 9.0346716 11.4602261 10.6145362 6.9195129 7.4324308 8.8354687 10.9774964 9.0177992 15.1186785 6.1804781 10.4833069 NA 7.6961657 7.1126741 9.8239206 1.2797684 8.9542286 10.0294141 3.7578340 9.1135778 5.0422854 10.9587614 8.5861714 NA 0.4723838 10.1853860 10.7592757 9.6158124 NA 10.1466214 12.4031665 9.1270652 9.4532828 13.3290492 5.8664629 -1.5274083 10.1693967 11.7807682 10.6439188 12.2353302 12.0232962 10.6656465 10.2817954 8.8923892 7.3763112 9.4538610 10.3953851 8.9542286 NA 12.4649250 0.4723838 1.4724358 6.7438919 5.9802241 13.3745117 12.5473232 10.1611166 10.6588530 8.6119805 11.0135258 9.9672848 10.5310974 10.4446910 NA -1.5274083 NA 10.2761566 7.9280232 11.1656657 9.4829574 0.7943535 7.6247143 8.4075941 11.5975197 7.7462247 8.7144124 7.6297763 TCGA-UZ-A9PS 62 0 NA 1585 kidney stage ii t2 nx mx 19-3-2015 female NA NA yes NA kidney papillary renal cell carcinoma yes 15 1982 black or african american not hispanic or latino 432.22.0 3 2 2 1 4 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 16.157887 11.943306 13.865330 14.182455 5.511781 10.358620 7.989524 10.376327 8.990594 11.709913 8.320346 9.560866 1.400265 13.516386 -1.406981 1.400265 2.177886 12.100962 12.402623 10.660017 9.491521 11.063832 12.664633 9.692267 10.822339 8.606940 9.212222 8.987382 7.705124 0.0098669 0.0098669 0.7537500 -0.0561370 -0.0083005 0.6749300 -0.0690640 -0.0417020 0.0098669 0.0098669 0.0098669 0.7537500 0.0093098 -0.0138150 -0.0561370 -0.0073339 -0.0073339 -0.0073339 0.0022193 -0.0163850 -0.8375600 -0.0147780 -0.0153290 -0.0153290 -0.0353120 0.6886800 -0.0690640 -0.0690640 -0.0654470 0.0604750 0.0685220 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.689 0.689 0.675 0.675 0.000 0.000 0.000 0.000 0.000 0.000 0.733 0.000 0.000 0.000 0.000 0.000 0.754 0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.689 0.689 0.675 0.675 0.000 0.000 0.000 0.000 0.000 0.000 0.733 0.000 0.000 0.000 0.000 0.000 0.754 0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.3726385 9.2785440 11.0049597 10.7099129 11.1919022 4.6152868 10.6314953 7.6235867 12.9178029 2.4002647 14.1072326 12.4589424 13.5854151 3.8408459 13.2689275 7.6750686 10.3689410 13.2470517 11.4128987 3.5929234 9.1928321 13.5163860 9.4122999 11.8132976 10.7043809 7.1928323 9.1513401 13.0560604 6.4998092 8.6856763 0.9148706 NA 9.2502378 7.0191837 9.7138051 11.3400632 11.0790000 1.1778540 12.5593345 10.5195858 10.9630617 9.6304663 0.1778540 10.6955511 5.4998108 3.8408459 8.5773378 8.4130981 8.3461361 6.4691289 7.1007138 8.6235863 2.7628378 9.5658991 2.0523463 10.4002742 9.6393612 2.1778859 5.6697355 10.3635831 9.0513259 8.7183329 11.2688762 9.7477373 7.2367758 9.1503830 8.0605246 10.9083519 9.1125555 13.7274659 7.0498485 10.4789968 -0.4071722 7.9802259 5.8313250 11.3058760 -1.4069809 8.8277368 9.9857732 3.8023690 10.3488458 4.3742814 11.6692338 9.5608659 NA NA 10.9790511 10.5324984 9.8048075 0.1778540 9.5478425 11.1390902 9.1320781 9.1825704 13.4027878 6.8457271 0.1778540 10.0686527 12.2902126 12.1009616 12.5019685 11.8132976 10.7043809 9.8289335 9.3080232 7.8313237 9.1619297 10.6166735 9.4423244 1.5929234 13.1110806 0.1778540 0.9148706 6.4998092 5.3478074 12.7649287 12.4129984 11.2506843 10.4679006 8.6345784 10.7796526 9.5288209 10.7709616 10.1993244 1.4002647 1.1778540 NA 10.3934147 7.0752427 10.4422461 9.5463883 1.4002647 5.9327699 8.7728282 11.6940742 7.6208254 8.5221778 7.8643824 TCGA-UZ-A9PU 77 1 933 NA kidney stage i t1b nx mx 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 432.22.0 2 3 2 3 2 2 2 3 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 16.354338 11.057376 12.467595 13.794325 11.398909 9.964110 8.465328 10.479074 9.132109 11.597044 9.666674 8.499643 1.214249 15.146101 -1.370713 2.436642 2.436642 10.603692 11.319448 10.434215 9.337499 10.691324 12.743345 10.386251 10.314465 8.176172 10.479465 9.502722 7.542646 0.01167900 0.01642500 0.79220000 0.00221930 1.35810000 0.76121000 -0.04428000 -0.00572910 0.00875280 0.01726400 0.01642500 -0.00415460 0.00208050 0.00221930 0.00221930 -0.01446900 -0.00622860 -0.00622860 0.00124810 -0.01009400 -0.00013862 -0.00013862 0.00000000 -0.00854910 -0.00788630 0.77291000 -0.04428000 -0.04946700 -0.03476800 0.12388000 0.12388000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.773 0.773 0.761 0.761 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.792 0.000 0.000 0.000 0.000 0.000 0.000 1.377 1.377 0.000 0.000 0.000 0.000 0.124 0.124 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.773 0.773 0.761 0.761 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.792 0.000 0.000 0.000 0.000 0.000 0.000 1.377 1.377 0.000 0.000 0.000 0.000 0.124 0.124 9.3724291 9.2722320 10.3550700 8.3908289 11.1198779 3.0887013 10.1924739 7.6151198 14.5012311 2.8772142 13.4242012 9.2963893 13.9825969 3.6736695 12.8699200 8.9668996 10.3166534 13.2295391 10.3711660 4.1528405 9.2695227 15.1461012 9.2892736 11.9692669 10.4293688 7.2767358 9.2776354 12.6799767 6.6736723 8.2839139 -0.3707133 NA 8.9238985 7.4996426 10.0727393 11.4460614 11.6596000 0.9512148 12.5206817 10.6821853 10.0902454 10.6282207 NA 10.5073287 6.6736723 4.2731354 9.2384566 9.1301195 9.1771362 4.0181534 7.6681964 9.2067065 3.3841604 9.6919985 7.0129820 10.3184021 8.9307740 0.6292867 4.2731354 10.4245057 9.8141530 9.6647642 11.1711003 10.2753863 10.7553369 7.6872693 8.9857298 10.7608132 9.1896106 14.9176031 6.9927560 10.2990486 NA 8.2730435 6.9646678 9.6426003 0.9512148 8.7739360 9.9001571 4.2439889 9.0010543 6.4366333 10.8057626 8.4996426 NA 2.5361773 11.2041078 10.3995286 9.9945066 -1.3707133 9.9030734 11.8105853 8.7246748 9.3741116 13.1271296 6.3995779 -1.3707133 10.0086561 11.8184846 10.6036924 12.0487113 11.9692669 10.4293688 9.9557071 9.0576379 6.6349025 9.5482453 10.5119207 9.0555425 0.2142492 12.3919712 0.6292867 2.0887183 6.6736723 5.8091880 12.8025613 11.9838026 10.3153405 10.8913726 8.1350895 10.7787073 9.6743547 10.4011798 9.9724635 NA -1.3707133 NA 10.0151401 7.8905263 11.4400321 9.6278682 -0.3707133 7.3017029 9.0021427 11.7545297 7.0555427 7.9054020 7.7866245 TCGA-UZ-A9PV 65 0 NA 781 kidney stage i t1 nx mx 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 432.22.0 3 3 2 3 2 2 2 3 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 16.436491 12.202204 9.328710 14.300396 5.814684 9.874626 8.063071 9.916985 10.027677 11.218405 9.844752 7.934190 2.696283 13.715477 NA 1.618286 1.770279 11.667681 11.574191 10.317955 9.019165 11.070413 12.749500 10.485908 10.791269 8.306342 10.701322 10.112808 8.550809 0.0074370 0.0246250 0.9405100 -0.0182180 0.9480400 0.8527500 -0.0835260 -0.0868440 0.0074370 0.0246250 -0.0193760 0.9244400 0.0216800 0.0000000 -0.0182180 0.0002145 0.0002145 0.0002145 -0.0020026 -0.0265020 -0.0148410 -0.0148410 -0.0206120 -0.0206120 -0.0331940 1.7307000 -0.0835260 -0.0894930 -0.0913470 0.1848800 0.0780190 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.721 1.721 0.853 0.853 0.000 0.000 0.000 0.000 0.000 0.000 0.874 0.874 0.000 0.000 0.000 0.000 0.946 0.946 0.000 0.000 0.000 0.000 0.000 0.000 0.948 0.948 0.000 0.000 0.000 0.000 0.111 0.111 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.721 1.721 0.853 0.853 0.000 0.000 0.000 0.000 0.000 0.000 0.874 0.874 0.000 0.000 0.000 0.000 0.946 0.946 0.000 0.000 0.000 0.000 0.000 0.000 0.948 0.948 0.000 0.000 0.000 0.000 0.111 0.111 9.0454823 9.5104072 10.5798964 9.3702018 10.5702182 3.9077944 10.0626107 7.9077926 12.8865030 3.6962832 13.0254947 8.6082323 13.6854962 3.8059115 12.4087249 9.2581290 10.5275124 13.4134688 7.5437580 2.6962832 8.6638939 13.7154768 8.9738819 11.8408125 10.5539421 7.2780833 8.2264382 12.4068230 6.4762666 7.3761393 0.7702793 0.4483724 9.9836364 7.1136974 8.88611296 11.49888983 11.37761936 -0.55173334 12.13661127 10.49446181 10.05384051 10.86040146 1.90777518 10.47384656 6.23626299 3.69628321 8.75556160 9.30322936 5.58791100 5.64783830 7.56730206 9.20074170 3.03331727 9.78765431 4.22971865 9.81686734 9.57699973 0.03337014 7.41990458 11.29345889 9.76520818 9.24602252 10.91162987 10.15701376 6.96799741 9.39453622 7.84924057 11.48830808 9.44331532 14.16996751 8.56645862 10.24237064 NA 8.14475459 5.94021374 10.60032886 -0.55173334 8.63818537 9.76520818 3.97192056 8.84789515 2.25571221 11.07680651 7.93419035 NA NA 9.16346502 10.80426262 9.66934377 1.25574242 10.18771963 11.74456020 8.48590778 9.01821660 13.43086439 6.23632806 -1.55173334 9.70692695 11.69925148 11.66768074 12.10467406 11.84081254 10.55394208 10.24440059 8.50770546 7.97192286 9.80435064 9.91545696 9.19655369 -1.55173334 12.95137916 0.44837239 -1.55173334 6.47626664 5.28124942 12.78496234 11.88520259 10.26734243 10.67537516 7.98363609 10.25611833 9.94471543 10.11236366 10.54968014 -1.55173334 -1.55173334 NA 10.17585602 7.97068745 11.42455988 9.34847300 -0.55173334 5.83206466 9.10389178 11.31660477 7.62078873 8.27172820 7.27808328 TCGA-UZ-A9PX 73 0 NA 833 kidney stage i t1 n0 mx 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes 67.5 1955 white not hispanic or latino 432.22.0 2 3 2 3 2 2 3 2 2 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 16.207967 11.884726 10.558681 13.260735 12.067188 9.690150 7.409946 10.584939 10.307230 11.710666 9.864944 8.400120 4.176634 13.922074 NA 3.907448 3.322476 9.798840 11.456303 10.586023 9.171828 10.768294 12.503635 10.761275 10.821716 8.738387 10.740011 9.986725 8.038440 0.01174500 0.01992300 0.00638710 -0.00126550 1.45290000 0.71152000 1.70380000 -0.00055444 0.01174500 0.01992300 0.01992300 -0.00224680 0.00000000 -0.00249380 -0.00126550 -0.00124730 -0.00124730 -0.00344670 0.00166420 -0.00553750 -0.00325030 -0.00325030 -0.00318590 -0.00318590 -0.00249380 0.71961000 -0.05926900 -0.04265200 -0.03258700 0.16160000 0.15385000 0.000 0.000 0.000 0.000 0.729 0.729 0.744 0.000 0.000 0.720 0.720 0.712 0.712 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.453 1.453 0.000 0.000 0.000 0.000 0.154 0.154 0.000 0.000 0.000 0.000 0.729 0.729 0.744 0.000 0.000 0.720 0.720 0.712 0.712 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.453 1.453 0.000 0.000 0.000 0.000 0.154 0.154 9.157319 9.566755 9.426174 8.225670 10.913502 1.791981 10.260027 6.865217 15.092655 4.403404 13.156772 10.511167 13.658432 4.349967 12.226365 7.555734 10.350814 13.821217 10.207945 4.925824 7.804438 13.922074 9.067058 11.958689 10.338005 8.540906 7.981793 12.434822 6.336289 8.924682 -1.377819 -1.377819 10.350389 7.258668 9.6955156 11.7755954 11.6112605 1.6220401 12.3494321 10.9467865 10.1956906 10.0860734 NA 10.0362000 7.0014217 5.1918982 9.5023923 9.8687840 8.5907102 4.0143642 7.3935329 9.2395109 5.5168598 9.6241552 8.1318184 10.0717078 9.0545853 2.8699701 7.8628345 10.9152276 9.9921858 9.5623569 11.0558896 10.0597955 6.9883654 7.6499495 8.6800353 10.9068675 9.2674677 15.1894796 6.5871354 10.2654486 NA 7.8791482 7.6935058 9.7396865 3.2070026 8.7781264 9.6485668 7.0608353 9.1228852 7.1416801 10.8592534 8.4001203 NA 1.7919807 10.9610582 10.8741174 10.0921938 NA 10.0181129 11.6478750 8.3601355 8.8412118 12.9789079 5.5949665 2.2070182 9.8847255 11.8936523 9.7988398 12.2007698 11.9586894 10.3380054 10.3765133 8.6664374 6.7095057 9.4948876 10.2344511 8.5892695 1.2070182 12.7502794 0.9439588 5.2514010 6.3362887 5.6664385 13.1367537 12.2654486 10.4800243 11.1273587 8.0377852 10.6117926 10.3072302 10.1063628 10.2182331 0.2070182 2.8485578 NA 10.0809626 8.3313684 11.2730120 9.4947182 -0.3780068 7.7743285 8.8019524 11.5422101 7.3635102 8.4815783 7.6276681 TCGA-UZ-A9PZ 65 0 NA 0 kidney stage iii t3a nx mx 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 432.22.0 3 3 1 2 2 2 2 3 2 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 16.542196 12.106658 13.034314 13.122586 10.230245 9.604301 7.559602 9.817583 9.909505 11.231037 10.454558 7.717143 3.569661 14.071824 NA 1.984699 5.232619 11.331945 10.883339 10.002429 8.836442 10.826519 12.616779 10.827567 10.647658 8.039975 11.030907 9.815472 8.755324 0.0130740 0.0130740 0.4380000 0.0000000 1.4459000 0.6888700 -0.0663860 -0.0145030 0.0130740 0.0130740 0.0130740 0.4304100 0.0197830 0.0000000 0.0000000 0.0018030 0.0018030 0.0018030 -0.0129890 -0.0392580 -0.0060904 -0.0060904 -0.0138150 -0.0138150 -0.0235660 0.6997000 -0.0663860 -0.0663860 -0.0638380 0.1339100 0.1481600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.700 0.700 0.689 0.689 0.000 0.000 0.000 0.000 0.000 0.000 0.700 0.700 0.720 0.000 0.000 0.000 0.430 0.430 0.000 0.000 0.000 0.000 0.000 0.000 1.446 1.446 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.700 0.700 0.689 0.689 0.000 0.000 0.000 0.000 0.000 0.000 0.700 0.700 0.720 0.000 0.000 0.000 0.430 0.430 0.000 0.000 0.000 0.000 0.000 0.000 1.446 1.446 0.000 0.000 0.000 0.000 0.000 0.000 8.6523958 9.7295266 9.7171429 9.0897283 10.4482171 4.3066195 9.8855596 8.0399751 14.1764203 4.3539231 12.5373618 10.5303008 13.6636596 4.1001703 12.8658067 7.8632546 10.2046680 13.5822022 10.0818470 3.9232918 7.6333498 14.0718240 8.4193210 12.3674969 10.2262788 8.5520150 7.8955850 11.9367059 7.1941462 8.3393093 0.9846987 -0.6003367 8.6523958 7.4871929 9.1662593 11.8686088 11.5494774 1.7216789 11.5219111 10.1884485 10.1859999 10.1596185 NA 9.7194023 7.2823731 4.8915844 8.8875704 8.7682366 7.7216584 4.2955173 7.5082543 9.5821247 5.0721573 9.1344399 6.7395808 9.9968517 9.2990871 2.5696612 6.2945472 10.7823543 10.0897283 9.1019029 10.9538394 9.7715070 7.3126198 8.5944870 8.6688570 10.8935857 9.3669564 14.8073632 8.1477219 10.0318167 NA 7.8463172 6.9075252 10.3488274 3.1001703 8.2262788 9.4522983 5.1001703 8.6666806 4.8591595 10.8457797 7.7171431 5.7395808 NA 9.4536561 11.0422333 10.0800897 0.3997727 9.9005721 11.8006097 8.4413893 8.9771591 12.9374340 7.1604170 -0.6003367 9.3437101 11.2545986 11.3319450 12.0096015 12.3674969 10.2262788 10.5056388 7.8995763 7.3884152 9.7753996 9.9581510 8.5621214 0.9846987 12.8764764 0.9846987 0.9846987 7.1941462 4.1546156 13.1376282 12.1477134 10.0181157 10.4248698 7.7920478 10.0730393 10.1736936 9.7931208 10.6182934 0.9846987 NA NA 10.0871060 8.4177357 11.9523873 8.4441245 NA 7.4818793 8.8652965 11.8333157 6.9921872 8.2230977 8.4193210 TCGA-UZ-A9Q0 60 0 NA 395 kidney stage i t1 nx mx 19-3-2015 male NA NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 432.22.0 2 3 2 3 2 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 16.678498 12.617282 12.948942 13.119183 10.123002 9.470411 7.522338 9.605509 9.898606 10.666945 10.582368 7.178384 2.477936 13.508956 NA 3.214917 1.892974 11.365673 10.575976 9.949619 8.477944 10.369728 12.326046 10.368715 10.031254 7.904209 11.607657 9.796864 9.551925 0.0112610 0.0112610 0.8310700 0.0037465 0.8274500 0.7507000 -0.0623610 -0.0346310 0.0112610 0.0112610 -0.0034627 -0.0068827 0.0119580 0.0037465 0.0037465 -0.0106110 0.0123760 0.0123760 -0.0077482 -0.0165670 -0.0088526 -0.0088526 -0.0044312 -0.0256150 -0.0261670 0.7386300 -0.0623610 -0.0623610 -0.0650450 0.1275600 0.1275600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.756 0.756 0.751 0.751 0.000 0.000 0.000 0.000 0.000 0.000 0.762 0.762 0.791 0.000 0.000 0.000 0.000 0.804 0.000 0.000 0.000 0.000 0.000 0.000 0.827 0.827 0.000 0.000 0.000 0.000 0.128 0.128 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.756 0.756 0.751 0.751 0.000 0.000 0.000 0.000 0.000 0.000 0.762 0.762 0.791 0.000 0.000 0.000 0.000 0.804 0.000 0.000 0.000 0.000 0.000 0.000 0.827 0.827 0.000 0.000 0.000 0.000 0.128 0.128 8.0171029 10.3002495 10.5689388 9.9222689 10.1760701 3.7998748 9.9817700 7.5440332 14.7440963 4.3524125 12.2623064 10.7594879 13.3312538 2.8929738 12.3950676 8.3888366 10.4106512 12.9664539 10.5855973 3.3524196 8.2938611 13.5089562 7.5583174 11.6722907 9.9469076 6.6209016 7.7321857 11.7979926 6.7998722 8.2895864 -0.1070262 0.8929738 8.4928947 7.4321401 8.3928274 11.6016346 11.9007099 1.8929738 11.3050223 9.6528699 10.2766860 9.9482641 -0.1070262 9.7227044 6.9153500 4.4779428 9.3687151 7.2149097 10.0093258 5.6719783 7.2238984 8.5186905 4.8471802 8.6276915 8.3108341 9.5636381 10.0889691 2.4779363 4.8929835 10.6192000 9.8731214 9.1073008 10.5618667 9.7083650 6.2149097 8.4928947 8.6906434 10.7369028 9.3947195 14.7796786 8.4963856 9.8471781 NA 7.6213105 7.0629064 10.5538691 2.7003287 6.1218008 8.9563767 4.3524125 8.3934252 4.4165425 10.6503717 7.1783840 NA -0.1070262 9.7938486 11.8244580 9.9617601 NA 9.7633465 11.4297147 7.5223383 8.5223383 12.9238213 6.3698486 -0.1070262 9.2103945 11.4101590 11.3656726 11.7591016 11.6722907 9.9469076 10.3213419 6.9910138 6.4628376 10.0413439 9.5882100 8.2636692 0.8929738 13.2583473 NA 2.7003287 6.7998722 3.9804458 12.9349659 11.7548441 10.0439983 9.8413489 8.5864687 10.0877386 10.2406032 9.3843139 10.2949279 2.7003287 NA 3.7003398 10.0553731 8.2997818 12.2905628 7.9097899 -0.1070262 8.2895864 8.4966081 11.4571313 6.3192458 9.1480103 8.9236490 TCGA-UZ-A9Q1 88 0 NA 0 kidney stage i t1b nx mx 19-3-2015 female NA NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 432.22.0 3 2 3 6 3 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 16.5117959 11.3328332 7.1661269 15.5938708 8.7274723 9.3529472 7.1368958 10.6367887 9.4307108 11.3014209 7.3579865 9.3879286 2.0409625 13.4896560 NA -0.2810357 1.0409625 11.2572326 12.2580340 10.5368268 9.3401797 11.1113611 12.3268363 9.4780996 10.8751268 8.2367131 8.7675307 9.1005867 5.5271704 0.0041632 0.0041632 0.7790700 -0.0088526 0.7937400 0.0030522 0.0086135 0.0169850 0.0041632 0.0041632 0.0041632 0.7829200 -0.0167040 -0.0088526 -0.0088526 -0.0134020 -0.0134020 -0.0134020 0.0020805 -0.0257590 0.0000000 0.0000000 -0.0069195 -0.0069195 0.0058309 0.8026700 0.0086135 0.0086135 0.0105640 0.1365800 0.1365800 0.000 0.000 0.000 0.000 0.785 0.785 0.000 0.000 0.000 0.803 0.803 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.783 0.783 0.000 0.000 0.000 0.000 0.000 0.000 0.794 0.794 0.000 0.000 0.000 0.000 0.137 0.137 0.000 0.000 0.000 0.000 0.785 0.785 0.000 0.000 0.000 0.803 0.803 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.783 0.783 0.000 0.000 0.000 0.000 0.000 0.000 0.794 0.794 0.000 0.000 0.000 0.000 0.137 0.137 10.026245 9.234743 9.386155 10.873229 10.269790 3.473930 9.576247 6.085365 14.863801 3.111365 14.005746 7.926058 12.802191 4.273635 12.557755 7.198824 9.733064 12.490946 9.772291 4.625937 9.053317 13.489656 8.882693 12.541316 10.309163 6.746950 8.837985 12.885442 3.719041 8.107061 NA NA 10.497942 5.446964 10.1468803 11.2647322 11.1132384 -1.2810357 12.5176167 10.2941102 10.6259343 9.4298500 1.0409625 10.4730961 5.3483989 4.5519343 8.3647020 9.3096307 8.6819397 5.2914783 5.9382129 9.5020419 5.1619884 9.4029155 4.0409713 10.4090417 9.8725958 1.5264194 3.1784756 10.7169288 8.9382123 9.6941752 11.0344763 9.5613941 7.5676664 8.2523736 8.4722603 10.8942814 9.2944696 14.5215348 6.5939632 10.3619979 NA 7.7678574 6.6497807 10.2736326 -1.2810357 9.2964726 9.9799632 4.4194850 11.3765095 3.9284935 11.3653774 9.3879286 NA -0.2810357 12.3509028 10.6830235 10.1432100 -1.2810357 9.8914711 11.1674181 8.6586228 9.1661269 12.8709323 4.0044475 -0.2810357 10.5146776 12.6954288 11.2572326 11.9790811 12.5413157 10.3091629 9.7084382 9.1070609 8.1263116 9.1089332 10.2936372 9.0929962 -1.2810357 12.9575231 1.0409625 1.8889672 3.7190410 4.9088705 12.5332486 12.2799735 11.3837132 11.8866187 7.9787871 10.8005271 9.1692240 10.5272035 9.3346733 NA NA NA 10.6775964 7.2388766 10.3693460 9.3374292 NA 6.6199104 8.9562536 11.3583844 6.5645336 7.4125309 7.2268380 TCGA-WN-A9G9 NA 0 NA 791 kidney stage i t1b nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes 10 2002 white not hispanic or latino 386.28.0 1 1 1 2 3 1 1 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 16.946993 11.520413 11.498119 12.933228 8.541433 9.503565 8.933869 9.958338 9.482955 11.213810 9.241850 7.883650 6.375241 11.667223 NA 1.364012 6.270905 10.174585 10.625503 10.600626 8.332680 10.204005 12.401904 10.528920 10.460729 8.467301 10.636643 9.462046 8.823076 0.00073657 -0.00379170 -0.02940500 0.06584400 -0.00078859 0.00643060 0.00810010 -0.23003000 0.00000000 -0.00379170 0.00754350 -0.23884000 -0.00407940 0.06584400 0.06584400 -0.00175810 -0.00175810 -0.00161960 0.00623380 -0.00037257 -0.00147430 -0.00147430 -0.23027000 -0.23027000 -0.00285040 0.00963180 0.00810010 0.00810010 0.01074700 -0.00691540 -0.00521780 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.230 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.124 0.124 0.000 0.000 0.000 0.000 0.000 0.000 -0.197 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.230 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.124 0.124 0.000 0.000 0.000 0.000 0.000 0.000 -0.197 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.366828 9.750954 10.113045 6.703863 9.801766 4.318208 9.758476 6.703863 19.226711 7.607188 11.966248 8.511219 13.211169 6.196904 12.663078 9.408408 9.885614 12.767159 7.960203 9.848836 6.685942 11.667223 7.446163 12.900382 10.612534 9.382214 7.952728 12.140241 7.391920 3.823444 1.364012 NA 9.725957 7.112206 9.6712143 11.6700752 11.1346774 3.8234437 11.5336254 10.3856875 10.3717416 10.7352456 NA 10.1921500 3.1713670 10.4138621 9.7616882 9.5124900 12.9035359 7.0710279 7.6119410 9.1825957 5.5137592 10.2633704 6.6024183 10.4887810 8.9676398 5.0078682 7.4029327 10.9094607 10.2219945 9.1984846 11.4411630 9.9508533 7.0919336 9.0006381 10.0204383 10.5994295 8.4380745 13.8565552 8.8725807 10.1355029 NA 8.9105993 10.1817967 10.3101888 0.3640121 6.3640138 9.3269094 2.6859401 7.0019429 7.9823993 10.9352921 7.8836495 NA NA 11.9729613 11.7576721 11.0284608 1.6859401 10.2716553 10.4294297 8.2126365 8.8718082 13.7600161 5.5469037 0.9489746 10.1857875 11.7715468 10.1745852 11.9546006 12.9003821 10.6125341 10.7374225 6.4620458 5.9186033 11.1367157 10.5612302 9.1222368 4.9787219 12.5522932 3.1713670 1.9489746 7.3919198 5.4725365 13.8037288 12.0297935 9.8028054 10.1608642 11.1474211 10.4267343 10.3043271 9.8518535 10.1230694 2.5339371 3.1713670 1.3640121 10.3898451 8.9697152 12.4969437 8.1122065 6.3752410 11.5188316 7.7477177 11.3024904 5.7215668 8.9070454 9.2047914 TCGA-WN-AB4C NA 0 NA 882 kidney stage i t1a nx mx 5-2-2015 female 2011 NA yes NA kidney papillary renal cell carcinoma yes NA 2010 white not hispanic or latino 432.19.0 1 1 NA NA 4 1 2 4 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 17.012409 12.034365 8.983894 15.787257 8.045544 10.003259 8.293169 10.201995 9.054140 10.886178 9.726505 8.640055 5.828888 11.753481 NA 3.074009 4.161460 10.615097 9.986875 10.088021 9.137396 9.808710 12.288016 9.924187 10.205858 7.636243 10.086625 8.581795 9.070333 4.2743e-03 4.2743e-03 0.0000e+00 -9.7264e-03 -5.2114e-03 5.9986e-01 1.5637e-02 1.2978e-03 4.2743e-03 4.2743e-03 5.6028e-03 -8.9411e-03 5.2282e-01 -7.2843e-03 -9.7264e-03 -1.2802e-02 -1.2802e-02 -1.2802e-02 1.8528e-03 -1.4746e-03 4.9746e-05 4.9746e-05 4.6569e-04 4.6569e-04 -1.4591e-02 5.2105e-03 1.5637e-02 1.5637e-02 -1.4009e-01 4.7745e-02 4.7745e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.015 0.600 0.000 0.000 0.000 0.000 0.000 0.000 0.436 0.436 0.000 -0.140 0.000 0.000 0.000 0.000 0.517 0.517 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.015 0.600 0.000 0.000 0.000 0.000 0.000 0.000 0.436 0.436 0.000 -0.140 0.000 0.000 0.000 0.000 0.517 0.517 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.822193 11.108800 8.541606 10.444688 9.393673 3.074009 9.345464 7.016515 17.010259 4.533433 13.903624 7.950517 13.815889 5.565853 12.332272 8.413850 10.536503 13.415658 9.577826 5.359402 6.828888 11.753481 8.056994 13.028379 10.009166 8.340787 6.855361 12.380347 6.028198 7.243925 NA 1.658965 9.541606 6.788246 9.7727052 12.1844839 11.0789233 3.2439280 11.3472134 9.0194445 10.6692581 9.9928639 NA 10.0017786 4.8288905 3.5334263 9.3454636 8.1074237 8.7322122 4.0740001 7.1508166 9.7950998 4.2439280 8.5002655 NA 9.6112190 10.5768324 2.3959402 4.3219281 9.8537200 9.1772885 8.3823396 11.3225212 9.5718524 6.1183950 8.5578163 7.5578167 10.9596969 8.7569952 12.8871805 5.1183930 10.1588090 NA 7.2607587 8.0908090 10.4015532 NA 6.5817956 9.3846135 4.2439280 11.3897162 4.4663204 11.9676813 8.6400547 4.3219281 0.0739573 12.0080600 12.0935913 10.5252117 NA 9.7446568 10.6063565 7.9443654 8.7709681 13.0869742 5.5821134 1.0740258 9.8861779 11.6285894 10.6150972 11.9778824 13.0283787 10.0091656 10.0824292 5.7178573 7.5738463 9.5408724 9.4093909 8.9474447 3.6589655 13.2156288 3.5334263 2.8813514 6.0281978 2.0739916 14.5487326 13.0927224 11.5236651 11.9315929 9.5375250 11.2464281 10.1427788 9.0963683 9.4093909 NA 2.0739916 NA 11.2785717 8.5447002 14.0307297 8.1508160 0.0739573 9.1129195 8.2439256 11.3720631 6.6131588 9.4598629 9.6131594 TCGA-Y8-A894 57 0 NA 567 kidney stage i t1a nx mx 19-3-2015 female 2013 NA yes NA kidney papillary renal cell carcinoma yes 13 1987 white not hispanic or latino 376.31.0 1 3 2 4 2 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 16.462348 11.384585 11.473093 13.459346 6.246820 9.652525 8.081184 10.595971 11.102958 12.023176 8.608961 9.713866 2.385017 13.432772 -1.315451 0.269512 0.269512 10.232437 11.869203 10.197813 9.321203 10.981495 12.859192 10.951072 11.189646 8.250633 10.213033 9.324824 8.161993 0.0019418 0.0019418 0.0000000 0.0023581 -0.0070926 -0.0175290 -0.0299940 -0.0422450 0.0019418 0.0019418 0.0019418 0.0000000 0.0037465 -0.0597880 0.0023581 0.0015255 0.0015255 -0.0033657 -0.0052610 -0.0062286 -1.0062000 -0.0048461 -0.0066432 -0.0066432 -0.0102320 -0.0176660 -0.0299940 -0.0299940 -0.0294480 -0.0051227 -0.0096806 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.5182593 8.7852409 9.2410848 8.6019509 10.9803476 4.3284344 10.1824305 5.7931025 11.6956312 1.0064776 13.0491238 9.4099450 13.7747325 2.8544944 12.7590547 9.3257273 10.1849227 13.2557980 10.2367674 2.4919300 8.0939694 13.4327715 9.3614172 12.1677647 10.9407874 7.3427903 8.3867515 12.9693305 6.5237830 8.1683943 -0.3154505 -0.3154505 9.4192884 7.7773355 10.1794343 11.4983599 12.7568788 -0.3154505 12.9571356 11.1893977 10.2582259 10.0255414 -0.3154505 10.7364673 6.7069463 5.7506681 9.1844246 10.4205578 5.8343269 4.7931051 7.6532456 9.3693273 2.4919300 9.9659293 6.3499155 9.7819524 10.4306730 0.2695120 2.1440137 11.3756679 10.2657792 7.6123569 10.5406151 10.4163220 7.3534636 9.4959533 8.8266858 10.9866464 9.3454126 14.8871043 7.5660906 10.5425597 NA 7.7736845 4.2695419 9.9831854 0.2695120 9.6789321 9.8557555 6.1923737 9.7779302 3.5914640 12.1105813 9.7138659 NA 1.2695120 9.5448897 10.6514446 9.8273240 NA 10.5107299 11.9640442 9.4789947 9.8657310 13.9561511 6.2221863 6.6561216 10.3025053 12.6710430 10.2324372 12.6635572 12.1677647 10.9407874 10.3166651 8.1943535 7.9205928 8.3451630 10.4630666 9.4895164 -0.3154505 13.4001117 NA 2.4919300 6.5237830 5.6503625 12.7881001 12.5120206 9.9360610 9.9115929 9.6285585 11.0585313 10.1429853 10.9641893 10.5790176 0.2695120 1.8545144 NA 10.7269220 7.4049942 11.5302432 9.4798067 NA 4.2695419 8.5656927 11.3893469 7.9061661 8.5733219 7.8469702 TCGA-Y8-A895 74 0 NA 484 kidney stage i t1b nx mx 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 376.31.0 3 3 1 7 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 16.6002215 11.8943435 10.3396198 13.9167147 10.7569729 9.4909397 8.0834969 9.8649836 9.4979516 11.3977131 10.1840942 8.1539973 3.0576236 13.3612292 NA -0.1903386 2.3946513 11.6196703 11.2533545 10.0300796 9.4021583 10.9296150 12.3587639 10.4395131 10.5477935 7.9645194 10.8517025 10.0234130 8.7496184 0.0148880 0.0148880 0.7606300 -0.0096840 0.7642700 0.7023200 -0.0550950 -0.0071481 0.0148880 0.0148880 0.0148880 0.7546300 0.0118180 0.0047190 -0.0096840 0.0000000 0.0000000 0.0000000 -0.0102320 -0.0123000 -0.0063177 -0.0063177 -0.0080244 -0.0080244 -0.0176660 0.7045300 -0.0550950 -0.0550950 -0.0490190 0.1305700 0.1256400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.715 0.715 0.702 0.702 0.000 0.000 0.000 0.000 0.000 0.000 0.717 0.717 0.000 0.000 0.000 0.000 0.755 0.755 0.000 0.000 0.000 0.000 0.000 0.000 0.764 0.764 0.000 0.000 0.000 0.000 0.126 0.126 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.715 0.715 0.702 0.702 0.000 0.000 0.000 0.000 0.000 0.000 0.717 0.717 0.000 0.000 0.000 0.000 0.755 0.755 0.000 0.000 0.000 0.000 0.000 0.000 0.764 0.764 0.000 0.000 0.000 0.000 0.126 0.126 8.490940 9.897827 11.523732 8.489181 10.689667 3.057624 10.150664 7.639424 14.550747 3.202026 12.788054 9.903779 13.625185 3.131622 12.645653 7.184740 10.282392 13.549956 9.546948 5.202018 8.541020 13.361229 8.655191 11.671564 10.331792 5.949252 8.360448 12.539428 6.544411 8.703003 1.809703 -1.190339 9.229661 7.048106 9.4133275 11.4510756 11.3731358 0.3946239 11.8054684 10.3527330 9.7173430 10.1977185 0.3946239 10.3025559 6.2609120 4.2020180 9.2854346 8.6938716 9.0799964 4.8311831 7.2275534 9.3263861 5.1134838 9.3937242 7.4607532 10.4665730 9.5712524 2.6170633 2.3946513 10.8888526 9.9908535 9.6715635 10.8561432 9.8089967 7.4643374 7.5645885 8.5562156 10.7367384 9.0547191 14.1392523 8.6552384 10.1203140 NA 7.8303479 6.6551915 10.1083367 1.9796230 8.1998701 9.6425913 3.3332663 9.0252343 3.8097025 10.9299391 8.1539973 NA -1.1903386 10.3065550 10.8258130 10.1048962 -1.1903386 9.7143359 11.5038414 8.4926956 8.6567584 13.3338756 6.5468466 NA 9.6715635 11.4585082 11.6196703 12.1961026 11.6715635 10.3317923 10.2343923 8.1203141 7.1271143 9.7858142 10.1650523 8.8717473 -0.1903386 12.8825037 2.1316224 1.9796230 6.5444112 5.3015547 12.6570444 11.8697216 10.2614275 10.6808364 8.2915004 10.4431506 10.1271139 10.0700328 10.5877784 -0.1903386 -1.1903386 NA 10.5444108 7.7008773 11.5739695 8.4803576 0.3946239 7.5477937 8.6024914 11.2325544 6.8431246 8.6692359 7.8649834 TCGA-Y8-A896 62 0 NA 567 kidney stage iii t3a nx mx 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes 50 1965 white not hispanic or latino 376.31.0 4 1 1 7 4 3 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 16.3930702 11.9366581 13.0271539 13.5042328 8.4659178 9.8093072 8.6095086 10.6379124 5.5839733 11.4649855 9.5912972 8.6819053 3.4546892 13.1733661 -1.1303654 0.8697135 5.2959911 8.1939087 11.1457681 11.0549132 9.1792045 10.8704323 13.0724641 11.1209145 9.8071019 8.3454616 10.0564613 9.3137075 7.5612620 0.0156260 0.0057307 -0.0027321 -0.0173530 0.5367200 0.0138100 0.0134430 0.0101840 0.0057307 0.0057307 0.0057307 -0.0051266 0.0014255 -0.0201000 -0.0173530 -0.5792700 -0.5843400 -0.5792700 -0.5649200 -0.0031473 -0.2797100 -0.2797100 0.0131130 0.0131130 -0.5608400 0.0108810 0.0134430 0.0215020 -0.5607400 -0.0890000 -0.0890000 0.000 0.000 -0.173 -0.280 0.000 0.000 0.000 0.000 -0.561 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.564 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.579 -0.579 0.537 0.537 0.000 0.000 -0.565 -0.565 0.000 0.000 0.000 0.000 -0.173 -0.280 0.000 0.000 0.000 0.000 -0.561 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.564 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.579 -0.579 0.537 0.537 0.000 0.000 -0.565 -0.565 0.000 0.000 9.274869 9.065715 10.185444 8.599349 10.264727 4.999012 10.168936 7.059552 16.941662 5.664144 13.353733 10.329160 13.248362 5.117653 12.757520 9.405003 9.862666 13.122246 9.862666 7.345461 7.892096 13.173366 8.554477 12.501587 10.459379 7.946544 8.279119 12.290083 7.443375 8.969076 -1.130365 NA 8.637912 6.800465 10.2732727 11.9322802 11.4059752 0.4547023 12.0215374 10.9957871 10.9385063 10.6839099 0.8697135 10.3580703 6.8920959 6.8920959 9.9703904 9.0283376 12.9490461 5.9850313 7.9277199 9.4844379 6.4166219 10.0002987 6.3775229 10.4986292 9.3474863 5.2272790 5.6379116 10.9348075 9.8976340 9.0657153 10.9542043 10.1140919 7.6111953 8.8166343 10.2398706 10.8300921 9.2577454 13.2252856 7.1141869 10.4424283 NA 7.0658631 9.1950335 10.5809649 2.7766094 8.7871000 10.0552229 4.2620422 9.7089318 4.3932926 10.9358172 8.6819053 -1.1303654 1.1916258 11.2812390 11.3291597 10.3434338 -0.1302075 10.1123067 11.0746048 8.8809551 9.5430370 13.5773568 7.0930055 -1.1303654 10.0459012 11.9059017 8.1939087 12.1496288 12.5015872 10.4593792 10.1729380 8.2425930 5.4395832 9.6688720 9.9304239 9.4233574 4.7766199 12.4682459 -1.1303654 5.6111960 7.4433754 6.1365154 13.6459621 12.3455881 10.2409602 10.7580908 9.4640527 10.8498676 10.3393699 9.7073560 10.1950335 0.4547023 -1.1303654 NA 10.5394989 8.5959802 11.7495602 9.2360503 -0.1302075 9.6746658 7.8640815 11.8739485 6.8527218 7.1689358 7.8555699 TCGA-Y8-A897 68 0 NA 549 kidney stage i t1a n0 mx 19-3-2015 female 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 376.31.0 1 3 1 5 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 16.7072948 11.7089310 12.2853126 13.9726148 8.7933595 9.4783579 8.4491164 10.2853125 9.1053452 11.9923473 9.2478748 8.7948600 3.2772855 12.3155500 NA -0.1149724 4.8622480 11.1795875 11.8072854 11.0324897 9.0723189 10.6527374 12.4764891 10.3054534 11.0045564 8.2686711 10.5346720 9.4633394 8.5389405 4.8167e-03 8.2161e-03 2.3581e-03 0.0000e+00 -1.6629e-03 -1.2438e-02 -8.4374e-05 1.6642e-03 4.8167e-03 4.8167e-03 8.2161e-03 2.3581e-03 1.6642e-03 -2.7707e-03 0.0000e+00 1.9418e-03 1.9418e-03 1.9418e-03 -1.0140e-02 -1.3454e-02 -3.7395e-03 -3.7395e-03 -3.3243e-03 -3.3243e-03 -2.5318e-03 6.7030e-01 -8.4374e-05 9.7064e-04 -9.9565e-03 3.7500e-02 3.7500e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.680 0.000 0.000 0.662 0.662 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.680 0.000 0.000 0.662 0.662 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.3112315 8.8779049 10.2627196 8.6646862 10.4467320 3.2772855 9.9987089 7.2985951 15.8978422 3.7918557 13.1961474 11.8949703 13.4720997 4.3768182 12.3971294 7.4586141 9.7460537 12.7360325 9.7759909 5.8274812 7.9537448 12.3155500 8.6213688 12.1618181 10.7530176 8.1726790 7.8216050 12.4728614 4.7178573 8.6162856 -0.1149724 NA 9.0155374 7.2336944 9.9711029 11.6838435 11.3001804 3.7918557 12.3120176 10.4844147 10.3967194 10.6473488 NA 10.4104876 6.7304566 6.0448378 10.0648758 9.1841749 9.9177013 4.8968628 7.4318611 9.4969137 4.5288213 9.4095085 6.1041353 10.2847788 9.8764886 3.7918557 5.9617831 10.8817933 9.7568720 9.6222140 11.1266520 9.8891873 6.8097797 9.1364493 8.2447163 10.7952347 9.4443438 14.6484385 7.9744175 10.2556542 NA 8.1721945 7.6987477 11.4018979 1.8849495 8.9429584 9.9577692 6.1610916 9.3020809 7.6531510 10.9803637 8.7948600 6.6728694 3.6923268 10.2879787 10.9045575 10.2353535 -1.1149724 9.6026432 10.9584389 8.8593813 8.9604460 13.6002317 6.3038319 1.6923379 9.9003819 13.1864630 11.1795875 12.5073618 12.1618181 10.7530176 10.3227189 8.7491528 8.6777570 10.0850439 10.1059496 9.1978497 6.0548919 13.0820298 0.4698860 5.9183886 4.7178573 4.7429494 12.9866511 12.4567194 10.5324252 11.1370408 9.5679614 10.3484912 10.1841748 10.2702900 9.7359349 2.0548832 1.6923379 -0.1149724 11.0084416 8.4399775 11.0986816 9.3707961 NA 8.1041353 9.0698420 11.2882452 7.0090885 8.8362514 7.7828122 TCGA-Y8-A898 69 0 NA 475 kidney stage i t1a nx mx 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 364.32.0 1 3 NA NA 1 2 3 4 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 16.9014185 11.6515804 11.6590765 13.9300603 11.1012715 9.7834647 8.1076774 10.1737120 8.3828354 12.0461180 9.4013979 7.5587842 3.8742855 13.1812156 NA 0.4819189 5.6914225 11.0971383 11.3100851 10.3484747 8.7534314 9.8295899 11.6877618 9.7047634 10.9961894 7.8218186 10.0650513 9.6938568 7.8051583 0.00680440 0.00680440 0.00305220 -0.00639730 0.60142000 0.55443000 -0.06297900 -0.04444400 0.00680440 0.00680440 0.00680440 0.00305220 0.01112100 0.00416320 -0.00639730 0.00027728 0.00027728 0.00027728 -0.00678130 -0.01243800 -0.00193990 -0.00193990 -0.00857660 -0.00857660 -0.02205800 0.56347000 -0.06297900 -0.05428600 -0.05266600 0.04145800 0.04771100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.563 0.563 0.554 0.554 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.594 0.594 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.563 0.563 0.554 0.554 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.594 0.594 0.000 0.000 0.000 0.000 0.000 0.000 8.4819685 9.8987660 9.7310819 9.1789359 9.9454929 1.0669502 10.4171335 7.5263623 16.3630347 5.6717944 13.1605686 10.8061491 13.7215670 4.6518955 12.2919376 8.0855946 10.3360577 13.7483159 7.9976684 5.0055302 6.2234361 13.1812156 7.7903074 12.6047965 9.8987660 8.5126358 7.0744252 12.4667430 5.3148596 8.0211271 -0.5180811 -0.5180811 8.5263627 7.4419706 9.6468755 11.7740025 10.7522638 4.4361618 11.3360577 9.7788847 10.7352251 9.4156592 0.4819189 9.3507911 6.4706540 5.6112521 10.2410244 8.4303359 9.5507468 3.1824063 7.6816411 9.6138256 5.4361652 8.5826309 5.2893218 10.1158720 9.5839442 2.9414068 8.7083807 10.0336768 9.7358159 9.9186801 10.9526274 9.3492472 6.5043360 8.9124211 8.4186066 10.3344980 9.4705537 14.3925176 7.7257616 9.8775027 1.4819705 7.6898128 8.5263627 11.3929859 2.2893328 7.4763217 9.5507468 8.5126358 9.0985175 7.9040330 10.3132758 7.5587842 NA 4.6112491 10.0800210 11.3504053 10.5372509 -0.5180811 8.7534314 10.3600194 8.0706829 8.8106433 13.0675179 5.9112506 -0.5180811 9.3085170 12.1208569 11.0971383 12.1546148 12.6047965 9.8987660 10.7765892 7.1113256 7.0133495 9.6569316 9.3085170 8.1222135 2.2893328 13.0755931 NA 2.0669158 5.3148596 2.9414068 13.7483561 12.7221636 11.1067640 11.2094636 9.0113992 9.8050233 10.2763844 9.2518064 9.7937168 NA NA NA 10.4756146 8.9569723 11.5628060 7.9857941 -0.5180811 8.9976684 8.9897632 10.9470247 6.4127053 8.4303359 7.9414004 TCGA-Y8-A8RY 63 0 NA 769 kidney stage i t1b nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes 30 1970 white not hispanic or latino 386.28.0 2 3 2 3 2 2 2 3 2 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 16.005555 11.233616 12.318818 13.738073 9.163724 9.821137 8.023372 10.143666 9.555815 11.526057 10.382999 8.106647 2.914852 13.830540 NA 1.592923 5.499811 12.450900 11.315701 10.389770 8.920472 10.711860 12.647693 10.979051 10.816016 8.850307 10.747104 9.429759 8.101823 0.00588240 0.00917050 0.00138680 -0.00436400 1.28460000 0.65093000 -0.03476800 -0.00277070 0.00917050 0.00917050 0.00917050 0.00138680 0.00071802 0.00055459 -0.00436400 -0.00843850 -0.00843850 -0.00097017 0.00875280 -0.01327700 -0.00110870 -0.00110870 -0.00249380 -0.00249380 -0.00045676 -0.02705900 -0.03476800 -0.03476800 -0.01422800 0.09797900 0.09797900 0.000 0.000 0.000 0.000 0.657 0.657 0.000 0.000 0.000 0.000 0.000 0.651 0.651 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.285 1.285 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.657 0.657 0.000 0.000 0.000 0.000 0.000 0.651 0.651 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.285 1.285 0.000 0.000 0.000 0.000 0.000 0.000 8.994865 9.769092 9.742031 8.490765 10.740442 3.400278 10.411102 7.604146 15.641023 4.499808 12.974530 9.989524 13.952154 4.236776 12.093388 8.595734 10.783978 13.093948 10.286842 5.985236 8.044130 13.830540 9.179759 11.743619 10.358620 8.058486 7.864382 12.522640 6.419468 8.976623 0.177854 -1.406981 9.098731 7.265345 9.6717372 11.7300705 11.8884012 4.7426638 12.2304498 10.7839784 9.8637985 10.1825704 0.5929234 10.1398136 7.0023098 6.3742796 9.8126928 9.3216900 8.8725299 4.7332893 7.8217376 9.1513401 5.6803834 9.6763986 7.3037260 10.3075941 9.3028646 2.6803919 6.0191837 11.2090085 10.0716888 8.7001362 11.0541429 10.2998469 7.2794193 8.6359466 9.1086191 11.0023102 9.2724609 14.4893226 6.5154744 10.2850989 NA 8.0729215 8.0128793 9.9092008 3.5929234 8.9636068 9.4839433 4.3478074 8.7490022 8.0170857 11.0033705 8.1066467 NA 3.3478074 9.9755432 11.2560326 10.3482241 -0.4071722 9.9777029 11.6873269 8.4847029 8.9114621 13.2298270 6.5388904 -0.4071722 10.0425837 11.8086039 12.4509002 12.0510695 11.7436185 10.3586197 10.1159910 8.5572600 7.0191837 9.6951246 9.8972705 8.9215940 2.4002647 12.6497263 3.1778859 5.1007128 6.4194681 5.7628431 12.9792668 11.7249369 10.2381273 10.6613616 9.2158863 10.3759174 10.5489323 10.1436660 10.5641035 -0.4071722 0.5929234 NA 10.3482241 8.1466445 12.0138058 9.0160352 0.1778540 8.4709700 7.9592416 11.6161538 7.4446679 8.3775541 7.9372149 TCGA-Y8-A8RZ 55 0 NA 205 kidney stage i t1 n0 mx 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes 20 1973 white not hispanic or latino 386.28.0 1 2 2 4 3 1 1 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 16.182959 12.899494 13.511425 13.637211 5.554963 9.616286 7.543530 8.300259 9.900989 11.640416 8.564312 8.242497 4.628966 12.753604 -1.014791 1.985100 4.270514 10.007477 10.995176 10.788029 9.036318 9.480964 11.335496 9.219927 10.455260 7.773012 9.063260 9.833732 8.055418 0.0139110 0.0139110 0.7725200 -0.0049844 -0.0038503 0.0513870 0.0655130 -0.7827700 0.0139110 0.0139110 -0.8078200 -0.8184300 -0.0137110 -0.0049844 -0.0049844 0.0000000 0.0000000 0.0000000 -0.0022168 -0.0032520 0.0000000 0.0000000 0.0095883 0.0095883 0.0220240 0.0278110 0.0655130 0.0655130 -0.7862300 -0.0650450 -0.0650450 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.790 0.000 0.000 -0.815 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.790 0.000 0.000 -0.815 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.72488966 9.96024062 11.18662052 10.49488418 10.07984661 3.23302906 10.11116828 7.95377566 15.58049777 3.73999928 13.41758581 8.73999658 12.89762429 3.57007427 13.93470792 11.60027895 9.89724996 12.64777753 9.72151108 2.57007427 8.92027424 12.75360366 8.92908912 13.67406970 10.40769955 7.50080922 8.40927552 11.72931229 5.77952501 6.50867109 -0.01493682 3.50866950 9.66810370 6.65044578 9.23422251 11.01439637 12.49067263 NA 12.62003361 9.67510704 10.63705773 9.96024062 NA 9.83451419 4.41137201 3.37742920 9.26123367 8.39449999 9.80608589 5.57007124 7.04039165 7.81483173 3.57007427 8.99633649 8.69419280 11.13231406 10.26239651 1.98509963 6.99073368 11.07224048 9.73832588 9.35252395 10.81641643 10.29174053 5.75329431 8.81799923 9.38918626 10.30195637 9.84852107 13.72209236 5.52395707 10.17431603 NA 8.70160277 6.94511136 13.33134584 NA 8.92908912 10.02402818 2.44453456 8.70620831 3.73999928 10.71897187 8.24249676 NA -0.01493682 10.32105771 11.84774650 10.77830600 NA 9.93347645 10.77789941 8.54352991 9.07786624 13.82505103 5.34529701 4.41137201 9.41451591 12.55247112 10.00747697 12.95692211 13.67406970 10.40769955 10.80448996 8.58316177 7.39025066 9.50221741 10.84075629 8.55686161 2.79245975 13.53897839 1.30702043 0.57007427 5.77952501 4.30703501 14.39410919 12.41634557 10.43889423 11.15252728 8.38812107 10.51941207 10.26239651 10.57709890 9.82115947 NA 4.41137201 NA 11.22112337 7.73128780 10.65312990 8.95521514 NA 7.86775194 8.23540780 11.09657088 7.68207672 7.55496482 7.39025066 TCGA-Y8-A8S0 58 0 NA 183 kidney stage i t1a nx mx 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 386.28.0 2 3 2 3 2 2 2 3 2 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 16.2507376 11.7695047 11.7496366 13.6562600 4.8364998 9.8736909 7.7447087 10.3592037 9.2905329 11.6350063 9.3181293 8.6494919 1.2316167 14.1333232 NA -0.3532843 4.7552027 11.1768392 11.3261150 10.4226984 9.5928520 10.7410844 12.5821180 10.5467888 10.8109552 8.2410012 10.2259927 9.4483850 7.4925430 -0.0033123 0.0172640 0.0104240 0.0011093 0.8657200 0.7522300 -0.0881090 -0.0190400 0.0172640 0.0172640 -0.0575770 0.0104240 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8.7938816 0.2316782 NA 9.6487884 7.7154548 9.9970634 11.4071888 11.2019848 NA 12.4261909 10.7887837 9.9022955 10.5513113 NA 10.4941257 7.0432811 4.2905350 7.7938816 9.7604189 9.1663130 4.1870789 7.5475431 9.3191022 3.8165997 9.7012810 6.5950441 10.8115837 9.5338974 1.6466696 4.6008704 10.8612994 9.7951533 9.1633616 11.3268164 10.1455259 8.1163185 8.8862752 8.3066728 10.8065480 9.1611147 15.0130331 8.4577625 10.4032330 NA 7.8999097 6.8706779 10.3401637 1.4540179 8.8240964 9.8371187 5.0042272 9.4750989 4.6239546 11.0379203 8.6494919 NA -1.3532843 10.5983257 10.3969650 9.5877243 -1.3532843 10.0645292 12.1231698 8.8561301 9.3102349 13.4665564 6.0167548 NA 9.9320789 12.0643974 11.1768392 12.3093451 11.8769974 10.7502924 10.2146328 8.8718843 8.2995217 9.3708665 10.3239559 9.1425316 0.9685700 12.7093975 1.2316167 0.2316782 5.9595592 5.7552001 13.1527853 12.3788441 10.0968569 11.0108114 8.3349271 10.8536910 9.6978857 10.5986898 10.4206401 NA -0.3532843 NA 10.1809796 7.5299006 10.6846354 9.2995217 -1.3532843 7.0260553 8.7261616 11.5477322 7.2650618 8.2959328 7.6494919 TCGA-Y8-A8S1 61 0 NA 404 kidney stage i t1a nx mx 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 386.28.0 1 1 3 6 4 1 3 4 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 17.152818 12.058813 11.849684 13.750603 4.906891 9.026326 8.026326 8.508927 9.271129 11.897467 8.687501 7.628315 6.790698 11.544551 NA NA 5.491853 11.298390 10.416059 9.818354 8.731319 8.646430 11.071079 10.717309 11.190971 7.457088 8.726461 9.669391 7.068317 -0.00225750 -0.00225750 -0.00193990 0.00069327 -0.00221680 0.00736090 0.00241810 0.00610900 -0.00225750 -0.00225750 -0.00225750 -0.00193990 -0.00484610 0.00069327 0.00069327 0.00000000 0.00000000 0.00000000 0.00958830 0.00471900 -0.29059000 -0.29059000 0.00411640 0.00861350 -0.27727000 0.01265500 0.00241810 0.01014600 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6.809194 9.535553 7.107030 8.893952 4.558966 10.330757 9.360063 9.473126 8.162032 11.317493 9.953365 5.664321 10.145750 8.852195 5.602035 8.136625 9.458553 9.780188 10.131122 13.833469 6.377148 8.750587 NA 6.799976 8.945026 11.720061 1.514552 9.708099 8.771961 5.038133 10.327328 9.964753 10.867720 7.628315 0.514602 NA 11.543170 12.192733 11.008929 1.099565 9.996373 10.481079 7.092002 8.755365 14.460748 3.292782 2.099531 9.611288 12.973877 11.298390 12.623914 12.242919 9.728892 10.658594 7.822912 6.514574 9.854056 7.542479 6.569856 9.134793 13.796648 5.421462 3.762498 4.643856 2.973997 14.443412 12.724940 11.041561 10.441610 9.691993 7.961656 10.850522 8.038135 9.748193 5.957518 5.643856 NA 11.548340 9.029070 12.494470 5.854422 3.099531 9.880895 8.430453 9.366322 6.536940 7.308989 6.940837 TCGA-5P-A9KC NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 1 NA NA 3 1 1 1 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 16.490841 12.781398 11.839501 13.269840 5.504112 10.003956 8.295273 10.382928 9.212332 11.281777 6.545332 9.549870 4.843959 12.781398 NA 2.311474 4.674037 9.587590 11.601938 10.225210 8.467006 10.356250 12.143112 10.487817 9.714173 8.642382 9.827728 9.135288 7.531159 8.3195e-04 -6.2740e-03 5.3626e-01 -1.4228e-02 5.2608e-01 3.5947e-02 1.1134e+00 1.4190e-02 -6.2740e-03 -6.2740e-03 -6.2740e-03 -2.0784e-03 -3.0067e-02 -1.4228e-02 -1.4228e-02 -1.5466e-02 -1.5466e-02 -1.5466e-02 1.0842e-02 0.0000e+00 -2.8245e-03 -2.8245e-03 1.8474e-02 -1.8639e-05 2.1603e-02 2.9044e-02 -4.9141e-01 5.5373e-02 -5.3222e-01 5.0961e-02 7.5991e-02 0.000 0.000 0.000 0.000 0.519 0.519 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.496 0.000 0.000 0.000 0.000 0.000 0.000 -0.532 0.000 0.000 0.000 0.536 0.000 0.000 0.000 0.000 0.000 0.000 0.526 0.526 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.519 0.519 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.496 0.000 0.000 0.000 0.000 0.000 0.000 -0.532 0.000 0.000 0.000 0.536 0.000 0.000 0.000 0.000 0.000 0.000 0.526 0.526 0.000 0.000 0.000 0.000 0.000 0.000 9.191486 8.598188 9.249785 9.434109 10.416626 4.693933 10.096100 6.404978 15.875862 4.896427 13.717253 11.359952 12.741843 5.548504 12.381970 10.444057 10.015863 11.842847 10.202815 4.285469 9.476372 12.781398 8.388281 12.708987 10.364033 9.823218 8.902854 12.299135 5.434848 8.324289 NA NA 9.947572 6.162323 9.471337 11.439276 10.804177 4.147966 13.547565 11.528731 11.132784 10.092357 NA 10.190173 2.504112 4.259001 8.899645 8.924070 10.842568 7.136960 6.995964 8.355859 6.775573 9.861662 8.559393 10.193235 7.932470 1.674054 6.509735 10.739526 9.537534 8.838384 10.944461 10.337396 7.349601 8.591573 8.655127 11.183371 9.484657 13.962645 8.174218 9.896964 NA 8.594091 7.909252 11.479600 -1.495736 8.527865 10.344101 10.411752 8.551235 7.077758 11.665872 9.549870 NA -1.495736 12.383311 10.456488 9.491375 -0.495939 9.666502 11.641262 8.587590 8.795281 13.754520 4.993720 3.259001 9.661457 12.637333 9.587590 12.350286 12.708987 10.364033 10.100300 9.372161 7.617852 9.656611 10.708682 8.736531 2.504112 12.666974 2.089057 2.896427 5.434848 5.674034 12.709145 12.083309 11.791679 11.756776 8.178303 10.521963 9.300150 10.246420 8.518131 0.504061 -0.495939 -1.495736 11.620942 7.663831 11.222733 9.385989 -1.495736 8.029631 7.839500 11.641102 6.362091 7.857257 7.446625 TCGA-5P-A9KE NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 1 NA NA 3 1 1 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 16.8420300 11.6066714 12.5157434 14.5423168 7.3898997 10.0231681 7.3505865 10.0998540 7.5053765 11.2678020 8.5661363 6.4281692 4.0206622 13.7125061 NA 0.4357353 3.9382011 11.4077256 10.7133431 10.3320355 9.3415915 10.2627811 11.9769611 9.6532569 10.7972814 7.6353757 9.7048298 9.6394590 6.6820479 0.00402430 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13.264831 8.725722 3.980025 6.638643 13.712506 8.346596 12.752268 10.044266 6.822284 7.568417 12.541721 5.374302 7.628818 NA NA 7.195037 6.775554 9.9094089 11.8619679 11.1695658 2.7576207 12.0388658 9.9877317 11.0738373 9.6312804 NA 9.4309992 4.2082909 4.2082909 7.9953992 8.6993635 9.8186873 5.2636917 7.6122920 9.6279960 2.9382105 9.0879505 6.3019516 11.1227872 10.1257011 2.9382105 5.4945980 10.2791008 9.4846441 9.5398651 10.9067009 9.6180975 6.3101729 8.4357032 8.4672897 10.1732321 9.5151879 14.9165354 8.0583409 9.9890124 NA 7.8791439 6.9168301 11.7251457 NA 8.6189250 9.6337389 3.8951378 10.0295984 5.7814777 10.4445985 6.4281692 -1.1491206 -0.1492806 11.6187181 11.2611920 10.4841900 NA 9.6589003 10.9806676 8.3957051 8.9722742 13.1852933 5.0322419 -0.1492806 9.8215656 12.2676701 11.4077256 12.3723411 12.7522675 10.0442660 10.4163187 8.0454976 7.8049370 9.7570526 9.9395288 8.3762613 3.0206622 13.0311160 2.4357086 3.1726635 5.3743023 3.2430597 13.5254455 12.6867910 11.4559886 11.5289006 8.6288177 10.0741391 9.6930910 9.5293407 9.8034818 -0.1492806 3.3101656 NA 10.4746221 8.3293685 11.7258545 8.1291903 0.8507194 7.6056284 9.4014873 10.9915704 6.5372417 7.2978242 7.5888330 TCGA-5P-A9KF NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 3 NA NA 3 2 1 3 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 16.916818 12.458664 13.014524 13.492511 11.754547 9.620301 8.005784 10.393154 8.930790 11.380710 9.678586 8.022191 1.748375 13.590059 NA 2.448848 2.748397 11.290702 12.193254 10.160966 8.683561 10.419495 13.771414 10.289977 10.615289 8.262124 11.790055 9.900047 9.030558 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.741335 10.147674 10.310638 9.446232 10.494070 3.503285 9.701865 8.411954 14.669726 3.207830 12.897905 11.050749 14.374704 3.555755 12.715442 8.203723 10.313498 13.729116 9.332419 4.503285 7.275873 13.590059 8.232212 11.895919 10.252222 7.898143 7.784569 12.148608 5.898143 8.127775 -1.251539 -1.251539 9.211920 7.406607 9.6872404 11.8322077 11.7541960 2.6552831 11.9446908 10.0618460 10.9123601 10.4088377 NA 9.9233217 5.7256757 5.0703249 9.7455755 8.2382442 8.1015429 4.0338018 7.4522997 9.3464486 3.4488349 8.9492948 7.4453634 10.0998874 9.1567258 2.2078304 2.0703206 10.4168378 9.7498042 9.2532150 11.1171753 10.0464586 5.9868000 9.0057840 7.4348967 10.9879946 9.0088334 14.9950067 8.0021489 9.9730007 -1.2515388 8.1665016 6.6672592 10.3822995 1.0703206 7.3850203 9.6371393 7.7763021 8.6929763 5.8879468 10.7156223 8.0221913 NA -1.2515388 10.8288805 10.7174227 10.1673027 -1.2515388 9.4163945 11.1654574 7.7735355 8.3389832 13.2993832 6.4377654 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7.9779994 13.4731393 10.6800653 12.8538860 11.2429716 7.9652510 10.1483943 12.5644595 4.9906373 8.1151181 NA 0.5643294 12.6237159 5.2648104 11.3449112 12.1390832 12.4063288 1.1493244 13.3523250 10.7289642 9.6955854 10.2014491 NA 11.4204078 2.0237876 3.6518324 7.5728003 10.1266139 7.5502135 4.7348993 6.2009967 8.4787567 4.0879295 9.9874873 7.4622168 10.0042023 10.3440908 3.1493407 4.7342977 11.5216549 9.8294004 9.0145517 11.9373725 10.5569557 6.4408891 8.3620328 10.6297875 9.8282274 8.4474424 12.2102550 5.5533974 9.6511710 NA 7.5610427 8.4192397 9.6230396 NA 11.7904825 10.3829536 10.8930463 10.4266213 6.0155823 11.3958766 9.5221990 2.1493244 0.1493894 8.9641834 11.0137780 9.7486269 -1.4355731 9.9147581 11.4553956 7.6884930 8.6491796 11.2995043 6.4617332 4.5416511 10.5562475 12.0597268 10.5597853 11.7392971 12.8538860 11.2429716 10.5477214 9.8515065 7.4347358 10.0091586 10.6913984 9.6257426 2.1493244 12.9336961 10.0766180 6.6196536 4.9906373 6.0481882 13.4537237 12.3713237 10.6073987 12.4819300 9.5272674 11.6975136 10.5214734 10.8075454 11.1825274 NA 7.4098619 NA 10.1960032 7.7645837 11.2423046 10.8051627 0.1493894 6.1864233 7.2543692 11.3110957 8.1112661 10.1127117 7.8027761 TCGA-5P-A9JY NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 3 3 NA NA 3 2 1 3 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 16.864355 12.563120 8.890764 13.736904 5.617160 9.508122 7.460435 9.838946 10.231524 11.340590 10.637971 7.407442 2.377707 13.268128 NA 2.667211 1.529721 10.987078 11.295209 9.962657 8.846205 10.908642 12.578048 10.338340 10.618221 8.018341 11.079675 9.615037 8.464638 0.01181800 0.01181800 0.80519000 -0.00034827 0.78205000 0.77291000 -0.02821800 -0.14283000 0.01181800 0.01181800 0.00402430 0.78454000 0.00527490 0.00013863 -0.00034827 0.00069327 0.00069327 0.00069327 0.00000000 -0.00816240 -0.00027724 -0.00027724 -0.00027724 -0.00027724 -0.14052000 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10.0548266 -0.7921071 9.7946092 6.2411919 4.7623594 9.5806343 8.1706652 7.3826949 4.6989796 7.8516254 9.4147837 4.7927304 8.8516254 7.4172230 10.0086692 9.7185336 2.5296960 7.9322833 10.2778903 9.9767806 10.0005596 10.7889699 9.7115951 6.4931718 7.2245777 7.4698640 11.0418453 9.1071263 14.6927495 8.4274704 9.9997461 -0.7921071 8.2676004 6.8224791 10.4178318 0.2077679 6.8588215 9.6702715 2.6672109 8.3084319 4.0657532 10.6600106 7.4074420 NA NA 10.9331356 11.2899184 10.0858202 -0.7921071 9.8325647 11.3711045 7.9220146 8.5046855 12.9735734 6.2197784 5.2521621 9.4651572 11.4969237 10.9870783 12.0980336 12.0283472 10.1648714 10.6517488 6.7851987 6.7313313 9.2854797 9.9003849 8.5386864 -0.7921071 13.0469731 -0.7921071 NA 5.2738590 3.7927304 13.4256248 12.3405903 11.0715684 11.1854070 8.6043742 10.1480829 10.1928997 9.2671137 10.6533015 0.7927721 NA 4.8801957 10.0896480 8.2109216 11.9457687 8.1619658 0.7927721 7.6996224 8.8169481 11.5109793 7.4074420 8.5587085 8.7195220 TCGA-5P-A9JZ NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2 1 NA NA 2 2 2 2 2 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 16.393958 11.785494 13.762932 13.950238 8.188798 10.153887 7.738704 10.413864 8.722323 11.535382 8.934245 8.723499 2.269931 15.419330 NA 5.612326 3.462576 11.657644 11.314709 9.699790 8.649932 10.261861 12.141620 9.971860 11.369094 7.948409 10.093302 9.248849 7.541238 0.0043021 0.0042523 0.0012481 -0.0008316 3.6569000 0.7211200 -0.0325870 -0.0056757 0.0042523 0.0042523 0.0042523 0.0012481 0.0012481 -0.0008316 -0.0008316 -0.0085766 0.0022358 0.0022358 -0.0016629 -0.0053992 0.0016642 0.0016642 -0.0030475 -0.0030475 -0.0058140 -0.0283550 -0.0325870 -0.0438730 -0.0260300 0.0414580 0.0414580 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.721 0.721 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.721 0.721 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.7021782 9.6883897 8.9261041 10.2819605 10.4811277 3.4167722 10.6533303 7.9544331 15.0063063 2.9861378 13.5085099 10.0782093 13.3695642 2.9220075 12.7794269 8.2241310 10.7155407 13.5910977 10.0892014 3.5069700 7.1630196 15.4193302 8.5828175 12.4822573 9.9599325 7.4369946 7.6913981 12.6104206 4.3933201 8.4050942 NA -0.5374241 8.7652185 6.0919367 9.68778717 12.09739072 11.61866277 4.72936787 11.81241375 10.56717845 11.16799605 9.63438199 NA 9.68959393 6.26993455 4.82013300 8.81462316 9.34369362 7.32366640 4.92430421 7.26671066 9.23818999 3.32055688 9.40362733 5.30806958 10.08965757 9.51310855 0.04753839 6.16301963 11.01668880 9.84682377 9.75777468 11.03504306 9.46046470 7.35436312 8.26024118 9.33756103 10.81462308 9.68718442 14.52300119 5.86908175 10.14293924 NA 7.58664917 6.70575402 10.41150167 0.46257589 9.32676585 9.83816218 4.82013300 9.96825235 7.85059692 11.49789429 8.72349918 NA 1.26993081 10.28475217 11.31725330 10.20488911 -1.53742411 9.99785507 11.14271937 8.53404214 9.14205982 13.12435777 5.58535618 -1.53742411 9.67203297 12.11217267 11.65764425 12.45684472 12.48225726 9.95993255 10.43304509 8.39774479 7.58670095 9.85851009 9.98761107 8.43124644 -0.53742411 13.44267461 1.26993081 3.67202925 4.39332009 3.36946648 13.28417331 12.37219154 11.25536996 11.21621427 8.95242763 9.97433227 9.99396117 10.07774944 10.29031934 -1.53742411 5.08770468 0.78450398 10.53504729 8.54484855 11.84451865 9.04000855 -1.53742411 7.55004258 8.23736677 11.19262515 7.09193674 7.92405890 8.44557319 TCGA-5P-A9K0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2 2 NA NA 3 1 1 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 16.696284 12.087783 13.075816 14.575508 6.905200 9.680214 7.661929 10.108995 8.080642 11.463172 9.026136 7.151555 3.047224 13.799474 NA 2.310253 3.047224 11.626347 10.994944 10.100331 9.075125 10.447245 12.282635 10.058446 10.836101 8.633684 10.127237 9.997338 6.739367 0.00680440 0.01321300 0.00263570 -0.00083867 0.80208000 0.70457000 -0.09327100 -0.02581400 0.00680440 0.00680440 0.01321300 0.00263570 0.02272500 -0.03751100 -0.00083867 -0.00240870 -0.00240870 0.00055459 0.00000000 -0.02370300 -0.01926300 -0.01926300 -0.01876500 -0.01876500 -0.03517600 0.74385000 -0.09327100 -0.09327100 -0.08598800 0.12750000 0.08782400 0.000 0.000 0.000 0.000 0.768 0.768 0.000 0.000 0.000 0.726 0.726 0.705 0.705 0.000 0.000 0.000 0.000 0.000 0.000 0.734 0.734 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.802 0.802 0.000 0.000 0.000 0.000 0.127 0.127 0.000 0.000 0.000 0.000 0.768 0.768 0.000 0.000 0.000 0.726 0.726 0.705 0.705 0.000 0.000 0.000 0.000 0.000 0.000 0.734 0.734 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.802 0.802 0.000 0.000 0.000 0.000 0.127 0.127 8.592570 9.672928 9.211120 10.724586 10.451509 4.583272 10.021634 7.317748 15.579660 3.895215 13.297458 9.275076 13.450977 3.583266 12.901075 7.867398 10.539072 13.585554 9.053966 4.583272 6.143144 13.799474 8.385287 12.522345 10.152604 7.604874 7.736518 12.370949 6.126170 8.209107 -1.274739 -1.274739 8.325204 6.747659 9.8558616 12.1370668 11.3990418 3.3691454 11.6132732 10.3830561 11.0347674 9.6223575 NA 9.6079341 4.7252885 4.6079339 9.2231428 8.9944176 9.0584464 5.5280024 7.2721856 9.2241401 3.2488536 9.2644499 6.9444591 10.2206464 9.7414029 2.6321751 5.8750379 10.6611927 9.6208664 9.3736486 10.8807418 9.5832720 7.0651414 8.8584333 8.9212783 10.2370437 9.5034996 15.3232127 8.3571411 9.8616414 NA 7.7500980 7.2370436 10.1008736 0.3102238 8.8007702 9.4860110 3.8952154 9.4742722 6.9101666 10.7900339 7.1515555 0.3102238 -1.2747387 11.3372380 11.0415726 10.4348057 -1.2747387 9.6802143 11.3904049 8.8311996 9.2340761 12.9138799 5.1845580 0.3102238 9.5809382 11.8783680 11.6263465 12.2526459 12.5223446 10.1526039 10.3293810 8.3214808 7.1640833 9.6723507 10.2040607 8.5390723 2.1847246 12.7440129 0.3102238 4.6079339 6.1261696 3.9732163 13.4835439 12.7031970 11.2884874 11.4508703 8.7792170 9.9891471 9.8964679 9.8311996 10.0324918 0.3102238 4.5326474 -1.2747387 10.3573775 8.1481339 11.6787982 8.5597621 -1.2747387 7.6048742 8.2970437 11.4936822 6.8699491 8.0404404 7.7252913 TCGA-J7-A8I2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 2 2 4 4 3 3 4 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 16.207698 12.213424 4.770480 11.726824 9.231732 10.450742 7.381915 10.238991 14.065101 11.350006 10.949273 8.398217 5.531294 10.004633 12.074515 3.770480 2.770491 9.304459 11.124093 10.442120 8.158976 10.520164 13.261443 10.225351 10.636729 8.742662 10.670005 10.224437 9.699680 -7.1757e-04 2.9926e-03 6.1871e-03 -1.3952e-02 2.7137e-03 8.3855e-01 -1.6627e-02 2.0197e-03 -7.1757e-04 -6.5564e-05 -3.1082e-03 6.1871e-03 1.4408e-02 -1.2987e-02 -1.3952e-02 1.0565e-04 1.2455e-02 1.2455e-02 -1.2929e+00 8.2741e-03 -4.0768e-03 -4.0768e-03 1.7422e-03 -3.1082e-03 0.0000e+00 -9.1891e-03 -1.6627e-02 -1.6627e-02 -2.1021e-02 5.3744e-02 5.1752e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.942 -0.103 0.000 0.000 0.000 0.000 0.000 0.000 0.850 0.850 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.930 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.942 -0.103 0.000 0.000 0.000 0.000 0.000 0.000 0.850 0.850 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.930 0.000 0.000 8.5104485 10.3736946 10.9009080 10.1826974 10.5283334 5.2729824 10.0712143 8.5518401 14.3560690 6.6005552 12.3384365 13.5428867 14.2211762 6.6666444 12.9572825 7.2516074 11.3335708 14.5013751 3.6880237 3.0599955 7.1627981 10.0046326 8.3079144 12.7442575 10.0351837 10.5156879 6.8389606 12.6471679 6.9581072 7.7298382 1.6005552 0.6005552 10.1113196 7.5194185 9.4491784 12.2621109 11.3237897 NA 11.3541900 10.8690974 10.4816694 9.4239227 -0.3993496 10.0863848 5.8293752 7.0924083 9.7515720 9.4460455 7.8389600 7.9462712 8.3720449 8.1123081 5.0268222 8.7090800 10.1484139 10.0215683 10.0742612 3.1855177 4.3554462 10.5149405 11.0833634 8.5223964 10.9690619 10.6793734 5.8293752 9.3284759 11.0367465 11.3716321 9.5991459 12.8529252 9.3871191 10.3621067 NA 7.7183541 7.7142977 10.7971575 0.6005552 6.8673418 9.2817937 6.6880181 8.1900943 4.8859599 11.4436913 8.3982170 NA NA 6.9224833 11.5703017 10.1599325 NA 10.5445353 11.0199890 8.4271041 9.0162971 11.1527442 4.9250072 8.5692222 9.9088944 10.5119474 9.3044590 12.1960461 12.7442575 10.0351837 11.0341409 6.4460461 4.3009949 10.5127187 9.6187557 9.0226203 3.4079101 13.2580972 5.8100086 3.1855177 6.9581072 4.9224833 14.2882307 12.9135802 10.1358309 9.7579023 8.8579434 7.8905744 10.8323766 9.3753425 10.9224835 0.6005552 -0.3993496 3.3010023 10.5532967 9.6332486 11.9377313 8.8269676 0.6005552 6.3009949 7.0351840 12.0899017 7.5663395 9.3470697 9.0120663 TCGA-5P-A9K3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 2 NA NA 4 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 16.5051111 13.3841081 4.7439404 14.8587006 8.0627952 10.5735954 8.6569568 10.5084589 9.5998026 11.1612540 7.2716600 7.6072038 5.2337462 12.7614593 NA 0.7743338 2.7743127 10.2412399 12.2990872 10.0939858 8.6198036 8.6405624 12.1001813 8.6260627 10.6369511 8.3567693 8.9674283 9.3567693 6.5821841 -0.687970 0.030732 0.098997 0.685330 0.031436 0.608460 -0.056038 -0.694320 -1.292900 0.030732 0.030732 -0.709970 -0.678930 0.013899 0.685330 0.017124 0.017124 0.017124 0.015587 0.000000 -0.047801 -0.047801 -0.124930 -0.124930 -0.021098 -0.043873 -0.056038 -0.056038 -0.030267 -0.156120 -0.151060 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.125 0.000 0.000 0.000 -0.120 0.608 -0.682 -0.682 0.000 0.000 -0.694 0.000 0.000 0.000 0.000 0.000 -0.630 0.000 0.000 0.000 -0.630 -0.630 0.000 0.000 0.000 0.000 0.000 0.000 -0.699 0.000 0.000 0.000 -0.156 -0.156 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.125 0.000 0.000 0.000 -0.120 0.608 -0.682 -0.682 0.000 0.000 -0.694 0.000 0.000 0.000 0.000 0.000 -0.630 0.000 0.000 0.000 -0.630 -0.630 0.000 0.000 0.000 0.000 0.000 0.000 -0.699 0.000 0.000 0.000 -0.156 -0.156 8.9408953 10.4508585 8.2978755 6.4372793 10.0658682 5.8040613 10.3920873 7.7629985 15.7442248 4.9172694 13.7616962 10.2513974 13.6748032 5.0222391 13.5851531 8.2089420 10.3908626 12.9333441 9.8040611 3.3592822 7.4514460 12.7614593 7.8688312 14.9834625 10.0887082 7.9240607 7.4839721 12.4743199 0.1894134 8.3567693 0.1894134 2.1893502 10.4532072 7.3441689 10.4437894 10.8705897 11.0887082 1.5112656 11.6544074 9.2554405 12.3436947 10.1318657 NA 9.5402904 6.3592769 3.9442400 9.8723458 9.2337455 10.9303968 8.0441886 6.9375445 8.4793700 3.3592822 9.0658682 4.2768167 10.5556734 10.5605834 3.5112783 8.6281429 10.1163884 9.6589931 9.3975857 11.2628234 9.2337455 7.5687299 6.2873836 8.6832066 9.6384998 9.2886991 14.2820258 7.9841570 8.7874037 NA 7.6769098 7.3441689 13.2986106 -0.8107131 8.0285548 10.5095877 6.9707110 11.1161995 3.4372810 10.3933110 7.6072038 -0.8107131 1.1893502 11.2824386 12.0330761 10.4378719 NA 9.4133529 11.4578933 8.5247415 8.4747536 13.7941940 1.3202536 NA 8.2900138 12.6553002 10.2412399 12.9921705 14.9834625 10.0887082 10.5185870 7.9475744 7.2926391 9.6247090 10.0395380 8.4931321 2.7743127 12.9030599 0.7743338 0.7743338 0.1894134 2.5112909 14.4990720 12.7515937 10.8173411 11.9841732 8.2282704 10.6441646 9.7658356 10.2193286 10.1223041 1.1893502 0.1894134 NA 11.3115322 7.8081772 11.1975768 8.7265697 3.7743127 7.9138654 9.1709185 11.0674022 4.0473290 5.8475635 7.2172569 TCGA-5P-A9K4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2 3 NA NA 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 16.543290 12.207308 11.976632 13.633436 6.002919 9.965022 7.360731 10.250846 9.649764 11.431170 9.043863 7.868617 1.511063 14.024011 NA 6.640348 2.626533 10.545406 11.419365 10.085343 9.102276 10.301142 12.268455 10.279249 10.796082 7.844966 10.510126 9.956080 7.720649 0.0183830 0.0183830 0.8796600 -0.0051227 0.8671200 0.8157100 -0.0456350 -0.0066432 0.0183830 0.0183830 0.0164250 -0.0022168 0.0089225 0.0052749 -0.0051227 0.0056919 0.0056919 0.0056919 0.0000000 -0.0069195 -0.0084385 -0.0084385 -0.0048461 -0.0048461 -0.0161540 0.8231400 -0.0456350 -0.0456350 -0.0498300 -0.5677300 0.7644600 0.000 0.000 0.000 0.000 0.000 0.000 0.869 0.000 0.000 0.823 0.823 0.816 0.816 0.000 0.000 0.000 0.000 0.000 0.000 0.823 1.587 0.000 0.000 0.000 0.000 0.000 0.880 0.000 0.000 0.000 0.000 0.000 0.000 0.867 0.867 0.000 0.000 0.000 0.000 -0.568 0.178 0.000 0.000 0.000 0.000 0.000 0.000 0.869 0.000 0.000 0.823 0.823 0.816 0.816 0.000 0.000 0.000 0.000 0.000 0.000 0.823 1.587 0.000 0.000 0.000 0.000 0.000 0.880 0.000 0.000 0.000 0.000 0.000 0.000 0.867 0.867 0.000 0.000 0.000 0.000 -0.568 0.178 8.140422 9.576257 11.099780 8.720519 10.399808 4.055387 10.362814 7.326982 14.471761 3.832991 13.103444 10.656997 13.518092 2.626533 12.940210 8.804154 10.037890 13.738681 11.525783 3.096026 7.080921 14.024011 7.997565 12.562274 10.006920 7.951242 8.037238 12.258699 3.174023 7.914788 1.248049 NA 9.549070 7.529729 9.41895731 11.38220034 11.65040332 1.24804900 12.27842202 10.31573400 10.39980844 10.13738261 -1.07400058 10.39777783 4.41795375 3.92610382 10.40335497 9.10102835 9.17995013 6.62598786 7.29679051 8.63518665 4.44966701 8.78097112 7.28365513 10.39115883 9.31519622 3.83299125 8.31841989 10.95435410 9.83824351 9.14889751 11.17343685 9.54632248 10.58342111 8.99890517 9.44475588 10.52182635 8.92610263 14.79663596 9.57892079 9.89620857 NA 7.92962059 6.13555539 11.09006676 0.92607535 8.19054523 10.15251492 5.49595733 9.05667321 4.59852600 10.79839274 7.86861701 NA -0.07384873 11.13677399 10.95883717 9.32056546 NA 10.69387328 10.89368916 8.48260873 9.05151621 14.08935923 7.16359936 1.24804900 9.42793987 11.69594050 10.54540558 13.41413107 12.56227410 10.00692015 10.49263244 8.01886002 6.95952559 9.25782577 10.42943154 9.29787921 2.38554148 13.16957421 NA 2.73346281 3.17402284 3.17402284 14.46991056 12.57592017 11.06181197 10.94638816 9.08849411 11.32270745 9.95262609 9.79954682 10.05795965 -1.07400058 NA 3.17402284 10.39013778 8.47759962 11.45145954 8.24351533 NA 6.55545881 8.81636707 11.39141395 7.34395495 8.56634750 7.61958982 TCGA-5P-A9K6 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2 3 NA NA 3 1 3 4 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 16.648058 12.459570 12.480924 14.798451 10.430408 9.690710 7.946890 10.385118 8.906903 11.524413 8.580340 8.128360 4.844079 13.991824 NA 2.706575 5.307480 11.409095 11.235304 10.180688 9.105747 10.418071 12.067204 10.462799 10.869806 8.110299 9.908863 9.687668 7.128540 -0.00277070 0.01251600 0.00875280 0.00027728 1.20530000 0.56259000 -0.06383800 -0.02400200 -0.00261450 0.01251600 0.01251600 0.00875280 0.01405100 0.00027728 0.00027728 -0.01365800 0.01070300 0.01070300 -0.00885260 -0.01477800 -0.00981850 -0.00981850 -0.01037000 -0.01037000 -0.02274400 0.58166000 -0.06383800 -0.06383800 -0.05401600 0.08717600 0.07404200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.561 0.561 0.563 0.563 0.000 0.000 0.000 0.000 0.000 0.000 0.569 0.569 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.202 1.202 0.000 0.000 0.000 0.000 0.104 0.104 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.561 0.561 0.563 0.563 0.000 0.000 0.000 0.000 0.000 0.000 0.569 0.569 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.202 1.202 0.000 0.000 0.000 0.000 0.104 0.104 8.8897981 10.1400920 8.9833209 9.9882744 10.2580922 3.1920047 10.0380903 7.1080247 15.5533332 5.5139297 13.3781172 11.2565533 13.5781221 5.3846474 12.6775448 7.6545537 10.5310046 13.4935536 9.8164938 5.2259497 5.8440793 13.9918242 8.1768962 12.4349502 9.8603815 9.0392840 7.6198649 12.2843826 5.7185479 8.0850879 NA -0.2002495 10.0018094 7.0380904 10.026700 11.682711 11.306737 3.706575 11.680991 10.129482 10.828973 9.667736 -1.200250 9.658444 5.742200 5.527605 9.238477 9.182310 8.592476 4.445561 7.085088 9.374279 5.275421 9.024893 6.414396 10.314893 10.123303 5.066472 3.706575 10.434043 9.360018 9.796865 10.959872 9.647526 6.902973 7.838605 8.416234 10.614669 9.433335 14.786572 7.544015 9.946890 -1.200250 7.918757 8.096602 9.982701 NA 8.352355 9.784816 8.344650 9.779854 6.954503 10.440834 8.128360 -1.200250 2.259122 11.339329 11.033904 10.015825 NA 9.434497 11.029706 8.600585 8.916030 12.942112 5.385400 1.969602 9.645176 12.374988 11.409095 12.251025 12.434950 9.860382 10.381828 7.884494 7.399598 9.615717 10.039284 8.434496 3.047608 12.801358 3.657663 3.928967 5.718548 3.706575 13.542653 12.686716 11.436310 11.643999 8.795453 10.176354 9.857000 9.768352 9.728204 1.799668 3.554577 NA 10.217538 8.107820 11.438024 8.799686 NA 7.977105 9.138422 11.402848 7.192003 8.152832 7.876501 TCGA-5P-A9K8 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 1 NA NA 4 3 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 15.944452 10.600153 6.095652 16.992163 10.755211 9.369140 7.873543 11.127204 2.615652 11.816622 8.293286 9.078538 4.922322 11.418771 NA NA 4.345013 10.208510 11.751429 10.299947 8.890313 10.459828 11.995722 9.221821 10.520017 7.680615 8.428428 8.398399 8.165296 -0.0069698 -0.0069698 -0.0037899 0.0092591 0.0039737 -0.0123500 -0.0309990 -0.7635000 -0.0069698 -0.0069698 -0.0069698 -0.0037899 0.0000000 0.0092591 0.0092591 0.0030016 0.0030016 0.0030016 0.0036959 0.0017525 0.0107920 0.0107920 -0.7649600 -0.7649600 0.0027240 0.0071711 -0.0561520 -0.0309990 -0.0275840 -0.1727600 -0.1727600 0.000 0.000 -0.758 0.000 0.000 0.000 -0.757 -0.765 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.763 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.764 -0.764 0.000 0.000 -0.173 -0.173 0.000 0.000 -0.758 0.000 0.000 0.000 -0.757 -0.765 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.763 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.764 -0.764 0.000 0.000 -0.173 -0.173 10.2202613 9.1637714 7.4311265 10.6351037 10.2167459 3.6156635 10.2530469 6.2806205 15.9269297 4.6345178 13.8506973 8.5624886 13.0621985 5.6251185 11.8481433 9.2380966 9.8424517 12.1701472 10.5575564 3.4551891 6.7897971 11.4187707 9.0268357 12.7208097 10.4202999 8.9851993 8.0612189 13.0251619 0.6896570 10.0214725 0.3677065 -1.6321817 11.1576729 7.2288187 10.93663794 11.25666525 11.48667285 -0.04736823 12.01271465 9.81584805 11.03573029 9.81688046 6.70758139 10.22765481 0.95270631 5.04015599 6.92997440 8.76326582 8.31024650 4.96764359 8.27462229 9.26330700 3.49701192 9.25266543 -1.63218166 10.02460351 9.87354331 1.17510938 3.76005058 10.35036895 9.50344117 9.34214647 11.39148613 8.48277529 6.33351676 8.40527892 6.76861178 9.65082020 8.98687877 14.15576184 5.58205013 10.70618966 -0.63218166 8.57496584 8.22104136 10.13963384 -1.63218166 8.79713849 9.29699029 10.30877939 10.21948087 6.01158733 11.31171171 9.07853832 NA 7.61565906 9.12345385 11.52001663 9.52254995 -0.63218166 9.79661527 11.02728180 8.57718521 9.57352506 12.61172391 4.21422585 -0.63218166 11.37878427 12.77659222 10.20850970 11.72844172 12.72080968 10.42029986 10.47429468 8.50472287 8.24117568 9.39992899 10.35321797 9.82869949 1.36770654 12.65248360 8.69528433 6.81481443 0.68965699 2.95268767 12.49333736 11.48407573 11.19606663 12.48163669 11.00458292 10.90276408 10.29105924 10.44086917 9.23886685 -0.04736823 7.92980224 NA 10.24079133 8.08427691 9.46631653 8.88736808 -0.04736823 7.45519486 8.81274657 10.90154815 7.09224550 8.48926515 8.29550952 TCGA-IA-A83V NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 1 1 7 1 1 3 4 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 17.059558 12.075000 11.743177 13.163711 9.609940 9.932659 8.290649 9.569788 8.794311 11.792277 8.933525 7.773250 5.446600 12.545839 NA 2.100809 6.828745 10.678253 10.929913 10.423504 9.188287 9.714307 11.735635 10.735635 10.879449 7.624386 9.965011 9.854598 7.573637 0.0066653 0.0066653 0.0013868 0.0000000 0.4783200 0.4468100 -0.0541180 -0.0056757 0.0066653 0.0066653 0.0066653 0.0013868 0.0053890 0.0000000 0.0000000 0.0016642 0.0016642 0.0016642 -0.0058140 -0.0099565 -0.0022168 -0.0022168 -0.0045695 -0.0045695 -0.0088526 0.4503700 -0.0541180 -0.0246610 -0.0342230 0.0394780 0.0422090 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.439 0.439 0.447 0.447 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.468 0.468 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.439 0.439 0.447 0.447 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.468 0.468 0.000 0.000 0.000 0.000 0.000 0.000 7.855712 10.095178 9.716760 8.613894 9.383141 2.515864 10.668780 6.991596 17.103705 5.398504 13.211851 14.278711 12.568600 6.070452 12.750979 9.207605 10.417483 13.589752 8.560256 6.581951 7.070451 12.545839 7.725315 12.278452 10.023657 10.631556 6.999678 12.736240 4.837792 8.470058 1.100843 NA 8.323217 6.538229 9.8512523 11.9839768 11.1975395 4.3232187 12.0513803 10.2471809 10.9991738 9.6541337 NA 9.3487518 6.1008242 6.5045473 9.5575209 8.9956422 8.0077152 4.0869281 7.2301069 9.5270891 4.8377919 9.1882872 6.3360405 10.4495525 9.3784993 6.6348023 7.1597180 10.8860043 9.6945268 8.6451450 11.1909368 9.3135234 7.4347250 7.4758639 9.0704508 10.1588160 9.5779080 14.0912238 7.9865617 9.7106188 -0.4841866 7.4967443 9.0016911 11.8612671 1.1008431 8.5354527 9.1953419 8.7179858 9.3222664 8.6217702 10.6079583 7.7732500 NA 4.5158638 11.9368747 11.6023298 10.7198216 -0.4841866 9.8445368 10.5772331 7.8422913 9.0016911 13.9969675 4.9769318 1.1008431 9.6086191 12.3986959 10.6782532 12.7487324 12.2784515 10.0236565 10.6719450 8.0781044 6.8377894 10.2791489 8.9752934 7.9081794 6.2707494 13.3021315 2.3232259 4.4227510 4.8377919 3.4227578 13.9126914 12.8501352 10.6643385 10.8417294 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5.27229572 9.70101495 6.13391487 10.29032786 8.64096357 4.58717294 7.51837147 10.83249037 9.58540163 9.02848738 11.11165474 10.18036036 10.25292462 9.42353048 9.32837334 11.62791699 9.11908404 13.24838988 6.68120748 10.64606435 -1.08528241 7.74709733 8.70916103 10.14776574 1.91475585 8.46933412 9.67296855 4.08466810 9.05429662 9.69774359 10.88197160 8.28978468 NA 5.04402684 11.19377544 10.63413419 10.11809337 -0.08528241 9.84769819 10.70631522 8.59598359 9.57027602 13.19188740 6.18190559 3.55859826 10.31348905 12.31161763 11.71705972 12.01030717 12.42229222 10.20936612 9.89059322 8.67961697 7.13874690 9.93147003 10.46067510 8.64436609 4.40659789 12.47627193 2.37417703 5.65621318 6.61518527 6.38235081 13.13689570 12.26015057 10.57206380 10.79356259 9.07209213 10.34467506 10.07335499 10.15938863 9.87764135 1.23664568 -0.08528241 NA 10.58451619 8.36469849 11.64103161 9.04788760 NA 8.88341218 7.96459386 11.91386451 6.28106763 8.48270149 7.89488505 TCGA-5P-A9K2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 3 3 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 16.984350 12.052033 11.685024 12.748938 6.879115 9.797644 8.542789 9.651375 9.441428 10.669029 11.443470 7.203737 3.722608 13.323762 NA 2.945008 4.225113 11.555500 11.030077 10.344662 8.148875 10.668054 13.040588 9.948219 9.836352 8.459576 11.548629 9.858747 9.214383 0.0162860 0.0162860 0.7510800 0.0015255 0.7383400 0.6894300 -0.0445510 -0.0055375 0.0162860 0.0162860 0.0162860 0.7475200 0.0068044 0.0015255 0.0015255 0.0000000 0.0000000 0.0000000 -0.0048461 -0.0099565 -0.0020784 -0.0020784 -0.0190400 -0.0190400 -0.0197260 0.7092600 -0.0445510 -0.0445510 -0.0419740 0.1305100 0.1305100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.697 0.697 0.689 0.689 0.000 0.000 0.000 0.000 0.000 0.000 0.673 0.673 0.000 0.000 0.000 0.000 0.748 0.748 0.000 0.000 0.000 0.000 0.000 0.000 0.738 0.738 0.000 0.000 0.000 0.000 0.131 0.131 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.697 0.697 0.689 0.689 0.000 0.000 0.000 0.000 0.000 0.000 0.673 0.673 0.000 0.000 0.000 0.000 0.748 0.748 0.000 0.000 0.000 0.000 0.000 0.000 0.738 0.738 0.000 0.000 0.000 0.000 0.131 0.131 7.752358 10.667078 11.021055 9.603214 10.246172 3.137651 9.259181 8.597079 14.152540 3.137651 12.066906 10.451664 14.156196 3.722608 12.576440 8.327472 10.798535 12.891282 8.941779 3.307574 6.613381 13.323762 7.225111 11.517568 9.932064 6.404435 7.432269 11.038515 7.114928 7.722610 3.137651 NA 8.688395 7.831135 8.5639124 12.0764923 11.9405680 1.7225972 10.8698152 9.8188862 10.3050659 10.1983437 1.7225972 9.8065327 5.9190087 4.5299646 9.4841615 7.2771990 8.2251105 4.8925367 7.6374936 8.9417789 4.7226081 8.3175569 6.2251110 9.5909184 10.0772270 3.4595759 4.3855760 10.3616495 10.0594887 9.0654258 10.8038718 9.5991273 5.7523579 8.9987348 7.9320635 11.1565434 9.1148990 13.8608821 8.1569047 10.3287070 NA 7.6178318 5.9190087 11.9850967 2.4595890 5.7226108 9.1120623 4.2251129 9.0018340 2.9450083 10.8587470 7.2037366 0.1376347 2.4595890 9.7560334 11.4391440 10.1983437 NA 9.9657843 11.5411925 7.3568164 8.3075729 12.6262411 6.5340818 0.1376347 9.1348272 10.5028766 11.5555003 11.7305719 11.5175676 9.9320637 10.6484120 5.9956292 6.7375610 10.3118370 9.4184185 7.9514293 1.1376347 13.1509705 NA 0.1376347 7.1149281 1.7225972 13.2306279 12.3320969 9.9705378 9.7207306 8.4459869 9.8188862 10.1956396 9.1177875 10.1627873 1.1376347 0.1376347 NA 10.3324046 9.0587448 12.9677292 7.7670045 1.7225972 8.0080123 8.4459869 12.2300746 6.9956292 9.2064261 8.8136049 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 0.00875 0.0549 0.0505 0.076 0.0573 0.065 0.002721524 2.89e-10 0.0549 0.0446 5.18e-10 0.076 6.13e-12 7.59e-06 0.0406 0.01182483 0.0138 0.0549 6.13e-12 0.0549 0.0439 6.13e-12 2.02e-06 0.002721524 0.002806851 9.066747e-12 0.0001310778 0.01182483 0.06753921 0.05685474 0.002721524 6.284873e-11 0.08231903 0.02137479 0.009555998 0.002991789 4.928141e-07 1.523448e-05 0.09179284 0.01182483 0.03088191 0.0009983932 0.01376836 0.0009583784 2.422958e-06 0.009555998 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.14716 0.0024188 0.12495 0.12495 0.0004729 0.060201 1.18e-29 1.2361e-09 0.07946 0.022429 4.8391e-05 0.0028226 0.00012059 0.087669 0.10514 0.10374 0.072869 0.052947 2.1842e-17 0.18041 1.1705e-06 2.7651e-05 0.0045498 0.078482 0.20078 0.0040102 0.044691 0.049458 0.053841 0.19688 0.2527 1 1 1 1 0 0 1 1 1 0 0 0 0 1 1 1 1 1 1 0 0 1 1 0.301 0.00336 7.48e-15 0 1 1 1 1 1 1 0 0 1 1 1 1 0 0 1 1 1 1 1 1 1 0.0321 1 1 1 1 1 1 0.723 1 1 0.702 1 1 1 0.765 0.000171 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0.352 0.352 0.12495 0.060201 0.12495 0.12495 0.060201 0.060201 0.060201 0.060201 0.12495 0.060201 0.060201 0.060201 0.060201 0.12495 0.12495 0.12495 0.060201 0.060201 0.060201 0.12495 0.12495 0.0004729 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0.049458 0.049458 0.2527